notebooks/zz-mongo/background-data-manipulation/make-small-accidents.ipynb

   1 {
   2  "metadata": {
   3   "name": "",
   4   "signature": "sha256:176adb5e14d8b965efe05e06023506fafbc98e6474bca8a68a8dd7162fb810b0"
   5  },
   6  "nbformat": 3,
   7  "nbformat_minor": 0,
   8  "worksheets": [
   9   {
  10    "cells": [
  11     {
  12      "cell_type": "code",
  13      "collapsed": false,
  14      "input": [
  15       "import datetime\n",
  16       "import pymongo\n",
  17       "client = pymongo.MongoClient('mongodb://ogedei:27017/')"
  18      ],
  19      "language": "python",
  20      "metadata": {},
  21      "outputs": [],
  22      "prompt_number": 1
  23     },
  24     {
  25      "cell_type": "markdown",
  26      "metadata": {},
  27      "source": [
  28       "Connect to the `accidents` database"
  29      ]
  30     },
  31     {
  32      "cell_type": "code",
  33      "collapsed": false,
  34      "input": [
  35       "db = client.accidents\n",
  36       "accidents = db.accidents\n",
  37       "labels = db.labels\n",
  38       "roads = db.roads"
  39      ],
  40      "language": "python",
  41      "metadata": {},
  42      "outputs": [],
  43      "prompt_number": 28
  44     },
  45     {
  46      "cell_type": "code",
  47      "collapsed": false,
  48      "input": [
  49       "accidents.find().count()"
  50      ],
  51      "language": "python",
  52      "metadata": {},
  53      "outputs": [
  54       {
  55        "metadata": {},
  56        "output_type": "pyout",
  57        "prompt_number": 3,
  58        "text": [
  59         "1355615"
  60        ]
  61       }
  62      ],
  63      "prompt_number": 3
  64     },
  65     {
  66      "cell_type": "markdown",
  67      "metadata": {},
  68      "source": [
  69       "Drop any existing small accident database"
  70      ]
  71     },
  72     {
  73      "cell_type": "code",
  74      "collapsed": false,
  75      "input": [
  76       "client.drop_database('small_accidents')"
  77      ],
  78      "language": "python",
  79      "metadata": {},
  80      "outputs": [],
  81      "prompt_number": 8
  82     },
  83     {
  84      "cell_type": "markdown",
  85      "metadata": {},
  86      "source": [
  87       "Create a new database with a new collection.\n",
  88       "\n",
  89       "Note that this is created lazily, so neither the database nor the collection will appear on the server until we've put some data in it."
  90      ]
  91     },
  92     {
  93      "cell_type": "code",
  94      "collapsed": false,
  95      "input": [
  96       "small_db = client.small_accidents\n",
  97       "small_db.create_collection('accidents')\n",
  98       "small_accidents = small_db.accidents\n",
  99       "small_labels = small_db.labels\n",
 100       "small_roads = small_db.roads"
 101      ],
 102      "language": "python",
 103      "metadata": {},
 104      "outputs": [],
 105      "prompt_number": 9
 106     },
 107     {
 108      "cell_type": "markdown",
 109      "metadata": {},
 110      "source": [
 111       "Copy the year 2012 accidents across."
 112      ]
 113     },
 114     {
 115      "cell_type": "code",
 116      "collapsed": false,
 117      "input": [
 118       "for a in accidents.find({'loc': {'$exists': True}, 'Datetime': {'$gte': datetime.datetime(2012, 1, 1)}}):\n",
 119       "    small_accidents.insert(a)\n",
 120       "small_accidents.find().count()"
 121      ],
 122      "language": "python",
 123      "metadata": {},
 124      "outputs": [
 125       {
 126        "metadata": {},
 127        "output_type": "pyout",
 128        "prompt_number": 10,
 129        "text": [
 130         "145571"
 131        ]
 132       }
 133      ],
 134      "prompt_number": 10
 135     },
 136     {
 137      "cell_type": "markdown",
 138      "metadata": {},
 139      "source": [
 140       "Create the indexes for it."
 141      ]
 142     },
 143     {
 144      "cell_type": "code",
 145      "collapsed": false,
 146      "input": [
 147       "small_accidents.ensure_index('Accident_Index')\n",
 148       "small_accidents.ensure_index('Datetime')\n",
 149       "small_accidents.ensure_index('Speed_limit')\n",
 150       "small_accidents.ensure_index([('loc', pymongo.GEOSPHERE)])"
 151      ],
 152      "language": "python",
 153      "metadata": {},
 154      "outputs": [
 155       {
 156        "metadata": {},
 157        "output_type": "pyout",
 158        "prompt_number": 11,
 159        "text": [
 160         "'loc_2dsphere'"
 161        ]
 162       }
 163      ],
 164      "prompt_number": 11
 165     },
 166     {
 167      "cell_type": "markdown",
 168      "metadata": {},
 169      "source": [
 170       "Create and index the labels collection"
 171      ]
 172     },
 173     {
 174      "cell_type": "code",
 175      "collapsed": false,
 176      "input": [
 177       "for l in labels.find():\n",
 178       "    small_labels.insert(l)\n",
 179       "small_labels.find().count()"
 180      ],
 181      "language": "python",
 182      "metadata": {},
 183      "outputs": [],
 184      "prompt_number": 24
 185     },
 186     {
 187      "cell_type": "code",
 188      "collapsed": false,
 189      "input": [
 190       "small_labels.ensure_index('label')"
 191      ],
 192      "language": "python",
 193      "metadata": {},
 194      "outputs": [
 195       {
 196        "metadata": {},
 197        "output_type": "pyout",
 198        "prompt_number": 27,
 199        "text": [
 200         "'label_1'"
 201        ]
 202       }
 203      ],
 204      "prompt_number": 27
 205     },
 206     {
 207      "cell_type": "markdown",
 208      "metadata": {},
 209      "source": [
 210       "Create and index the roads collection"
 211      ]
 212     },
 213     {
 214      "cell_type": "code",
 215      "collapsed": false,
 216      "input": [
 217       "for r in roads.find({'AADFYear': 2012}):\n",
 218       "    small_roads.insert(r)\n",
 219       "small_roads.find().count()"
 220      ],
 221      "language": "python",
 222      "metadata": {},
 223      "outputs": [
 224       {
 225        "metadata": {},
 226        "output_type": "pyout",
 227        "prompt_number": 31,
 228        "text": [
 229         "35974"
 230        ]
 231       }
 232      ],
 233      "prompt_number": 31
 234     },
 235     {
 236      "cell_type": "code",
 237      "collapsed": false,
 238      "input": [
 239       "small_roads.ensure_index('Road')\n",
 240       "small_roads.ensure_index('CP')\n",
 241       "small_roads.ensure_index([('loc', pymongo.GEOSPHERE)])\n",
 242       "# small_roads.ensure_index([('Road', pymongo.ASCENDING),('loc', pymongo.GEOSPHERE)])"
 243      ],
 244      "language": "python",
 245      "metadata": {},
 246      "outputs": [
 247       {
 248        "metadata": {},
 249        "output_type": "pyout",
 250        "prompt_number": 32,
 251        "text": [
 252         "'Road_1_loc_2dsphere'"
 253        ]
 254       }
 255      ],
 256      "prompt_number": 32
 257     },
 258     {
 259      "cell_type": "code",
 260      "collapsed": false,
 261      "input": [
 262       "# Remove the road points that don't have a location\n",
 263       "small_roads.remove({'loc': {'$exists': False}}, multi=True)"
 264      ],
 265      "language": "python",
 266      "metadata": {},
 267      "outputs": []
 268     },
 269     {
 270      "cell_type": "code",
 271      "collapsed": false,
 272      "input": [
 273       "list(small_accidents.find({'loc': {'$near': {'$geometry': {'type': 'Point', 'coordinates': [-0.797042, 52.006388]}}}}, limit=5))"
 274      ],
 275      "language": "python",
 276      "metadata": {},
 277      "outputs": [
 278       {
 279        "metadata": {},
 280        "output_type": "pyout",
 281        "prompt_number": 12,
 282        "text": [
 283         "[{'1st_Road_Class': 6,\n",
 284         "  '1st_Road_Number': 1034,\n",
 285         "  '2nd_Road_Class': -1,\n",
 286         "  '2nd_Road_Number': 0,\n",
 287         "  'Accident_Index': '201243S096032',\n",
 288         "  'Accident_Severity': 2,\n",
 289         "  'Carriageway_Hazards': 0,\n",
 290         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
 291         "    'Bus_or_Coach_Passenger': 0,\n",
 292         "    'Car_Passenger': 0,\n",
 293         "    'Casualty_Class': 2,\n",
 294         "    'Casualty_Home_Area_Type': 2,\n",
 295         "    'Casualty_Reference': 1,\n",
 296         "    'Casualty_Severity': 2,\n",
 297         "    'Casualty_Type': 2,\n",
 298         "    'Pedestrian_Location': 0,\n",
 299         "    'Pedestrian_Movement': 0,\n",
 300         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
 301         "    'Sex_of_Casualty': 1,\n",
 302         "    'Vehicle_Reference': 1},\n",
 303         "   {'Age_Band_of_Casualty': 4,\n",
 304         "    'Bus_or_Coach_Passenger': 0,\n",
 305         "    'Car_Passenger': 0,\n",
 306         "    'Casualty_Class': 2,\n",
 307         "    'Casualty_Home_Area_Type': 2,\n",
 308         "    'Casualty_Reference': 2,\n",
 309         "    'Casualty_Severity': 3,\n",
 310         "    'Casualty_Type': 2,\n",
 311         "    'Pedestrian_Location': 0,\n",
 312         "    'Pedestrian_Movement': 0,\n",
 313         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
 314         "    'Sex_of_Casualty': 1,\n",
 315         "    'Vehicle_Reference': 1}],\n",
 316         "  'Date': '18/03/2012',\n",
 317         "  'Datetime': datetime.datetime(2012, 3, 18, 21, 0),\n",
 318         "  'Day_of_Week': 1,\n",
 319         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
 320         "  'Junction_Control': -1,\n",
 321         "  'Junction_Detail': 0,\n",
 322         "  'LSOA_of_Accident_Location': 'E01016747',\n",
 323         "  'Latitude': 52.006811,\n",
 324         "  'Light_Conditions': 7,\n",
 325         "  'Local_Authority_(District)': 479,\n",
 326         "  'Local_Authority_(Highway)': 'E06000042',\n",
 327         "  'Location_Easting_OSGR': 482570,\n",
 328         "  'Location_Northing_OSGR': 234950,\n",
 329         "  'Longitude': -0.798473,\n",
 330         "  'Number_of_Casualties': 2,\n",
 331         "  'Number_of_Vehicles': 1,\n",
 332         "  'Pedestrian_Crossing-Human_Control': 0,\n",
 333         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
 334         "  'Police_Force': 43,\n",
 335         "  'Road_Surface_Conditions': 1,\n",
 336         "  'Road_Type': 6,\n",
 337         "  'Special_Conditions_at_Site': 0,\n",
 338         "  'Speed_limit': 30,\n",
 339         "  'Time': '21:00',\n",
 340         "  'Urban_or_Rural_Area': 2,\n",
 341         "  'Vehicles': [{'1st_Point_of_Impact': 0,\n",
 342         "    'Age_Band_of_Driver': -1,\n",
 343         "    'Age_of_Vehicle': -1,\n",
 344         "    'Driver_Home_Area_Type': -1,\n",
 345         "    'Driver_IMD_Decile': -1,\n",
 346         "    'Engine_Capacity_(CC)': -1,\n",
 347         "    'Hit_Object_in_Carriageway': 0,\n",
 348         "    'Hit_Object_off_Carriageway': 0,\n",
 349         "    'Journey_Purpose_of_Driver': 6,\n",
 350         "    'Junction_Location': 0,\n",
 351         "    'Propulsion_Code': -1,\n",
 352         "    'Sex_of_Driver': 1,\n",
 353         "    'Skidding_and_Overturning': 0,\n",
 354         "    'Towing_and_Articulation': 0,\n",
 355         "    'Vehicle_Leaving_Carriageway': 0,\n",
 356         "    'Vehicle_Location-Restricted_Lane': 9,\n",
 357         "    'Vehicle_Manoeuvre': 18,\n",
 358         "    'Vehicle_Reference': 1,\n",
 359         "    'Vehicle_Type': 2,\n",
 360         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
 361         "  'Weather_Conditions': 1,\n",
 362         "  '_id': ObjectId('52a9c98292c4e16686d2b771'),\n",
 363         "  'loc': {'coordinates': [-0.798473, 52.006811], 'type': 'Point'}},\n",
 364         " {'1st_Road_Class': 5,\n",
 365         "  '1st_Road_Number': 9002,\n",
 366         "  '2nd_Road_Class': 6,\n",
 367         "  '2nd_Road_Number': 1034,\n",
 368         "  'Accident_Index': '201243S077082',\n",
 369         "  'Accident_Severity': 2,\n",
 370         "  'Carriageway_Hazards': 0,\n",
 371         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
 372         "    'Bus_or_Coach_Passenger': 0,\n",
 373         "    'Car_Passenger': 0,\n",
 374         "    'Casualty_Class': 1,\n",
 375         "    'Casualty_Home_Area_Type': 1,\n",
 376         "    'Casualty_Reference': 1,\n",
 377         "    'Casualty_Severity': 2,\n",
 378         "    'Casualty_Type': 3,\n",
 379         "    'Pedestrian_Location': 0,\n",
 380         "    'Pedestrian_Movement': 0,\n",
 381         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
 382         "    'Sex_of_Casualty': 1,\n",
 383         "    'Vehicle_Reference': 1}],\n",
 384         "  'Date': '23/08/2012',\n",
 385         "  'Datetime': datetime.datetime(2012, 8, 23, 14, 0),\n",
 386         "  'Day_of_Week': 5,\n",
 387         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
 388         "  'Junction_Control': 4,\n",
 389         "  'Junction_Detail': 3,\n",
 390         "  'LSOA_of_Accident_Location': 'E01016747',\n",
 391         "  'Latitude': 52.008218,\n",
 392         "  'Light_Conditions': 1,\n",
 393         "  'Local_Authority_(District)': 479,\n",
 394         "  'Local_Authority_(Highway)': 'E06000042',\n",
 395         "  'Location_Easting_OSGR': 482780,\n",
 396         "  'Location_Northing_OSGR': 235110,\n",
 397         "  'Longitude': -0.795376,\n",
 398         "  'Number_of_Casualties': 1,\n",
 399         "  'Number_of_Vehicles': 2,\n",
 400         "  'Pedestrian_Crossing-Human_Control': 0,\n",
 401         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
 402         "  'Police_Force': 43,\n",
 403         "  'Road_Surface_Conditions': 1,\n",
 404         "  'Road_Type': 6,\n",
 405         "  'Special_Conditions_at_Site': 0,\n",
 406         "  'Speed_limit': 60,\n",
 407         "  'Time': '14:00',\n",
 408         "  'Urban_or_Rural_Area': 2,\n",
 409         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
 410         "    'Age_Band_of_Driver': 4,\n",
 411         "    'Age_of_Vehicle': 1,\n",
 412         "    'Driver_Home_Area_Type': 1,\n",
 413         "    'Driver_IMD_Decile': 9,\n",
 414         "    'Engine_Capacity_(CC)': 125,\n",
 415         "    'Hit_Object_in_Carriageway': 0,\n",
 416         "    'Hit_Object_off_Carriageway': 0,\n",
 417         "    'Journey_Purpose_of_Driver': 6,\n",
 418         "    'Junction_Location': 1,\n",
 419         "    'Propulsion_Code': 1,\n",
 420         "    'Sex_of_Driver': 1,\n",
 421         "    'Skidding_and_Overturning': 0,\n",
 422         "    'Towing_and_Articulation': 0,\n",
 423         "    'Vehicle_Leaving_Carriageway': 0,\n",
 424         "    'Vehicle_Location-Restricted_Lane': 0,\n",
 425         "    'Vehicle_Manoeuvre': 13,\n",
 426         "    'Vehicle_Reference': 1,\n",
 427         "    'Vehicle_Type': 3,\n",
 428         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
 429         "   {'1st_Point_of_Impact': 1,\n",
 430         "    'Age_Band_of_Driver': 6,\n",
 431         "    'Age_of_Vehicle': 6,\n",
 432         "    'Driver_Home_Area_Type': 1,\n",
 433         "    'Driver_IMD_Decile': 4,\n",
 434         "    'Engine_Capacity_(CC)': 1386,\n",
 435         "    'Hit_Object_in_Carriageway': 0,\n",
 436         "    'Hit_Object_off_Carriageway': 0,\n",
 437         "    'Journey_Purpose_of_Driver': 6,\n",
 438         "    'Junction_Location': 8,\n",
 439         "    'Propulsion_Code': 1,\n",
 440         "    'Sex_of_Driver': 1,\n",
 441         "    'Skidding_and_Overturning': 0,\n",
 442         "    'Towing_and_Articulation': 0,\n",
 443         "    'Vehicle_Leaving_Carriageway': 0,\n",
 444         "    'Vehicle_Location-Restricted_Lane': 0,\n",
 445         "    'Vehicle_Manoeuvre': 9,\n",
 446         "    'Vehicle_Reference': 2,\n",
 447         "    'Vehicle_Type': 9,\n",
 448         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
 449         "  'Weather_Conditions': 1,\n",
 450         "  '_id': ObjectId('52a9c98292c4e16686d2b711'),\n",
 451         "  'loc': {'coordinates': [-0.795376, 52.008218], 'type': 'Point'}},\n",
 452         " {'1st_Road_Class': 6,\n",
 453         "  '1st_Road_Number': 1034,\n",
 454         "  '2nd_Road_Class': -1,\n",
 455         "  '2nd_Road_Number': 0,\n",
 456         "  'Accident_Index': '201243S129072',\n",
 457         "  'Accident_Severity': 3,\n",
 458         "  'Carriageway_Hazards': 0,\n",
 459         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
 460         "    'Bus_or_Coach_Passenger': 0,\n",
 461         "    'Car_Passenger': 0,\n",
 462         "    'Casualty_Class': 1,\n",
 463         "    'Casualty_Home_Area_Type': 2,\n",
 464         "    'Casualty_Reference': 1,\n",
 465         "    'Casualty_Severity': 3,\n",
 466         "    'Casualty_Type': 9,\n",
 467         "    'Pedestrian_Location': 0,\n",
 468         "    'Pedestrian_Movement': 0,\n",
 469         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
 470         "    'Sex_of_Casualty': 2,\n",
 471         "    'Vehicle_Reference': 2}],\n",
 472         "  'Date': '28/07/2012',\n",
 473         "  'Datetime': datetime.datetime(2012, 7, 28, 18, 50),\n",
 474         "  'Day_of_Week': 7,\n",
 475         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
 476         "  'Junction_Control': -1,\n",
 477         "  'Junction_Detail': 0,\n",
 478         "  'LSOA_of_Accident_Location': 'E01016753',\n",
 479         "  'Latitude': 52.006037,\n",
 480         "  'Light_Conditions': 1,\n",
 481         "  'Local_Authority_(District)': 479,\n",
 482         "  'Local_Authority_(Highway)': 'E06000042',\n",
 483         "  'Location_Easting_OSGR': 482940,\n",
 484         "  'Location_Northing_OSGR': 234870,\n",
 485         "  'Longitude': -0.793103,\n",
 486         "  'Number_of_Casualties': 1,\n",
 487         "  'Number_of_Vehicles': 3,\n",
 488         "  'Pedestrian_Crossing-Human_Control': 0,\n",
 489         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
 490         "  'Police_Force': 43,\n",
 491         "  'Road_Surface_Conditions': 1,\n",
 492         "  'Road_Type': 6,\n",
 493         "  'Special_Conditions_at_Site': 0,\n",
 494         "  'Speed_limit': 30,\n",
 495         "  'Time': '18:50',\n",
 496         "  'Urban_or_Rural_Area': 2,\n",
 497         "  'Vehicles': [{'1st_Point_of_Impact': 0,\n",
 498         "    'Age_Band_of_Driver': 6,\n",
 499         "    'Age_of_Vehicle': 2,\n",
 500         "    'Driver_Home_Area_Type': -1,\n",
 501         "    'Driver_IMD_Decile': -1,\n",
 502         "    'Engine_Capacity_(CC)': 1995,\n",
 503         "    'Hit_Object_in_Carriageway': 0,\n",
 504         "    'Hit_Object_off_Carriageway': 0,\n",
 505         "    'Journey_Purpose_of_Driver': 1,\n",
 506         "    'Junction_Location': 0,\n",
 507         "    'Propulsion_Code': 1,\n",
 508         "    'Sex_of_Driver': 1,\n",
 509         "    'Skidding_and_Overturning': 0,\n",
 510         "    'Towing_and_Articulation': 0,\n",
 511         "    'Vehicle_Leaving_Carriageway': 0,\n",
 512         "    'Vehicle_Location-Restricted_Lane': 0,\n",
 513         "    'Vehicle_Manoeuvre': 18,\n",
 514         "    'Vehicle_Reference': 1,\n",
 515         "    'Vehicle_Type': 9,\n",
 516         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
 517         "   {'1st_Point_of_Impact': 2,\n",
 518         "    'Age_Band_of_Driver': 6,\n",
 519         "    'Age_of_Vehicle': 1,\n",
 520         "    'Driver_Home_Area_Type': 2,\n",
 521         "    'Driver_IMD_Decile': 8,\n",
 522         "    'Engine_Capacity_(CC)': 2000,\n",
 523         "    'Hit_Object_in_Carriageway': 0,\n",
 524         "    'Hit_Object_off_Carriageway': 0,\n",
 525         "    'Journey_Purpose_of_Driver': 1,\n",
 526         "    'Junction_Location': 0,\n",
 527         "    'Propulsion_Code': 2,\n",
 528         "    'Sex_of_Driver': 2,\n",
 529         "    'Skidding_and_Overturning': 0,\n",
 530         "    'Towing_and_Articulation': 0,\n",
 531         "    'Vehicle_Leaving_Carriageway': 0,\n",
 532         "    'Vehicle_Location-Restricted_Lane': 0,\n",
 533         "    'Vehicle_Manoeuvre': 17,\n",
 534         "    'Vehicle_Reference': 2,\n",
 535         "    'Vehicle_Type': 9,\n",
 536         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
 537         "   {'1st_Point_of_Impact': 1,\n",
 538         "    'Age_Band_of_Driver': 6,\n",
 539         "    'Age_of_Vehicle': 9,\n",
 540         "    'Driver_Home_Area_Type': -1,\n",
 541         "    'Driver_IMD_Decile': -1,\n",
 542         "    'Engine_Capacity_(CC)': 1596,\n",
 543         "    'Hit_Object_in_Carriageway': 0,\n",
 544         "    'Hit_Object_off_Carriageway': 0,\n",
 545         "    'Journey_Purpose_of_Driver': 1,\n",
 546         "    'Junction_Location': 0,\n",
 547         "    'Propulsion_Code': 1,\n",
 548         "    'Sex_of_Driver': 2,\n",
 549         "    'Skidding_and_Overturning': 0,\n",
 550         "    'Towing_and_Articulation': 0,\n",
 551         "    'Vehicle_Leaving_Carriageway': 0,\n",
 552         "    'Vehicle_Location-Restricted_Lane': 0,\n",
 553         "    'Vehicle_Manoeuvre': 17,\n",
 554         "    'Vehicle_Reference': 3,\n",
 555         "    'Vehicle_Type': 9,\n",
 556         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
 557         "  'Weather_Conditions': 1,\n",
 558         "  '_id': ObjectId('52a9c98292c4e16686d2b815'),\n",
 559         "  'loc': {'coordinates': [-0.793103, 52.006037], 'type': 'Point'}},\n",
 560         " {'1st_Road_Class': 5,\n",
 561         "  '1st_Road_Number': 9002,\n",
 562         "  '2nd_Road_Class': 6,\n",
 563         "  '2nd_Road_Number': 1034,\n",
 564         "  'Accident_Index': '201243S076032',\n",
 565         "  'Accident_Severity': 3,\n",
 566         "  'Carriageway_Hazards': 0,\n",
 567         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
 568         "    'Bus_or_Coach_Passenger': 0,\n",
 569         "    'Car_Passenger': 0,\n",
 570         "    'Casualty_Class': 1,\n",
 571         "    'Casualty_Home_Area_Type': 3,\n",
 572         "    'Casualty_Reference': 1,\n",
 573         "    'Casualty_Severity': 3,\n",
 574         "    'Casualty_Type': 9,\n",
 575         "    'Pedestrian_Location': 0,\n",
 576         "    'Pedestrian_Movement': 0,\n",
 577         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
 578         "    'Sex_of_Casualty': 2,\n",
 579         "    'Vehicle_Reference': 2}],\n",
 580         "  'Date': '15/03/2012',\n",
 581         "  'Datetime': datetime.datetime(2012, 3, 15, 13, 51),\n",
 582         "  'Day_of_Week': 5,\n",
 583         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
 584         "  'Junction_Control': 4,\n",
 585         "  'Junction_Detail': 3,\n",
 586         "  'LSOA_of_Accident_Location': 'E01016753',\n",
 587         "  'Latitude': 52.006392,\n",
 588         "  'Light_Conditions': 1,\n",
 589         "  'Local_Authority_(District)': 479,\n",
 590         "  'Local_Authority_(Highway)': 'E06000042',\n",
 591         "  'Location_Easting_OSGR': 482970,\n",
 592         "  'Location_Northing_OSGR': 234910,\n",
 593         "  'Longitude': -0.792656,\n",
 594         "  'Number_of_Casualties': 1,\n",
 595         "  'Number_of_Vehicles': 2,\n",
 596         "  'Pedestrian_Crossing-Human_Control': 0,\n",
 597         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
 598         "  'Police_Force': 43,\n",
 599         "  'Road_Surface_Conditions': 1,\n",
 600         "  'Road_Type': 6,\n",
 601         "  'Special_Conditions_at_Site': 0,\n",
 602         "  'Speed_limit': 60,\n",
 603         "  'Time': '13:51',\n",
 604         "  'Urban_or_Rural_Area': 2,\n",
 605         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
 606         "    'Age_Band_of_Driver': 5,\n",
 607         "    'Age_of_Vehicle': 5,\n",
 608         "    'Driver_Home_Area_Type': 1,\n",
 609         "    'Driver_IMD_Decile': 3,\n",
 610         "    'Engine_Capacity_(CC)': 1799,\n",
 611         "    'Hit_Object_in_Carriageway': 0,\n",
 612         "    'Hit_Object_off_Carriageway': 0,\n",
 613         "    'Journey_Purpose_of_Driver': 6,\n",
 614         "    'Junction_Location': 6,\n",
 615         "    'Propulsion_Code': 1,\n",
 616         "    'Sex_of_Driver': 2,\n",
 617         "    'Skidding_and_Overturning': 0,\n",
 618         "    'Towing_and_Articulation': 0,\n",
 619         "    'Vehicle_Leaving_Carriageway': 0,\n",
 620         "    'Vehicle_Location-Restricted_Lane': 0,\n",
 621         "    'Vehicle_Manoeuvre': 9,\n",
 622         "    'Vehicle_Reference': 1,\n",
 623         "    'Vehicle_Type': 9,\n",
 624         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
 625         "   {'1st_Point_of_Impact': 3,\n",
 626         "    'Age_Band_of_Driver': 6,\n",
 627         "    'Age_of_Vehicle': 3,\n",
 628         "    'Driver_Home_Area_Type': 3,\n",
 629         "    'Driver_IMD_Decile': 8,\n",
 630         "    'Engine_Capacity_(CC)': 1896,\n",
 631         "    'Hit_Object_in_Carriageway': 10,\n",
 632         "    'Hit_Object_off_Carriageway': 2,\n",
 633         "    'Journey_Purpose_of_Driver': 6,\n",
 634         "    'Junction_Location': 8,\n",
 635         "    'Propulsion_Code': 2,\n",
 636         "    'Sex_of_Driver': 2,\n",
 637         "    'Skidding_and_Overturning': 5,\n",
 638         "    'Towing_and_Articulation': 0,\n",
 639         "    'Vehicle_Leaving_Carriageway': 1,\n",
 640         "    'Vehicle_Location-Restricted_Lane': 0,\n",
 641         "    'Vehicle_Manoeuvre': 18,\n",
 642         "    'Vehicle_Reference': 2,\n",
 643         "    'Vehicle_Type': 9,\n",
 644         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
 645         "  'Weather_Conditions': 1,\n",
 646         "  '_id': ObjectId('52a9c98292c4e16686d2b708'),\n",
 647         "  'loc': {'coordinates': [-0.792656, 52.006392], 'type': 'Point'}},\n",
 648         " {'1st_Road_Class': 6,\n",
 649         "  '1st_Road_Number': 1034,\n",
 650         "  '2nd_Road_Class': 6,\n",
 651         "  '2nd_Road_Number': 1034,\n",
 652         "  'Accident_Index': '201243S061052',\n",
 653         "  'Accident_Severity': 3,\n",
 654         "  'Carriageway_Hazards': 0,\n",
 655         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
 656         "    'Bus_or_Coach_Passenger': 0,\n",
 657         "    'Car_Passenger': 0,\n",
 658         "    'Casualty_Class': 1,\n",
 659         "    'Casualty_Home_Area_Type': 2,\n",
 660         "    'Casualty_Reference': 1,\n",
 661         "    'Casualty_Severity': 3,\n",
 662         "    'Casualty_Type': 9,\n",
 663         "    'Pedestrian_Location': 0,\n",
 664         "    'Pedestrian_Movement': 0,\n",
 665         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
 666         "    'Sex_of_Casualty': 1,\n",
 667         "    'Vehicle_Reference': 2}],\n",
 668         "  'Date': '10/05/2012',\n",
 669         "  'Datetime': datetime.datetime(2012, 5, 10, 14, 30),\n",
 670         "  'Day_of_Week': 5,\n",
 671         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
 672         "  'Junction_Control': 4,\n",
 673         "  'Junction_Detail': 3,\n",
 674         "  'LSOA_of_Accident_Location': 'E01016753',\n",
 675         "  'Latitude': 52.005224,\n",
 676         "  'Light_Conditions': 1,\n",
 677         "  'Local_Authority_(District)': 479,\n",
 678         "  'Local_Authority_(Highway)': 'E06000042',\n",
 679         "  'Location_Easting_OSGR': 482970,\n",
 680         "  'Location_Northing_OSGR': 234780,\n",
 681         "  'Longitude': -0.792688,\n",
 682         "  'Number_of_Casualties': 1,\n",
 683         "  'Number_of_Vehicles': 3,\n",
 684         "  'Pedestrian_Crossing-Human_Control': 0,\n",
 685         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
 686         "  'Police_Force': 43,\n",
 687         "  'Road_Surface_Conditions': 2,\n",
 688         "  'Road_Type': 6,\n",
 689         "  'Special_Conditions_at_Site': 0,\n",
 690         "  'Speed_limit': 30,\n",
 691         "  'Time': '14:30',\n",
 692         "  'Urban_or_Rural_Area': 2,\n",
 693         "  'Vehicles': [{'1st_Point_of_Impact': 0,\n",
 694         "    'Age_Band_of_Driver': 9,\n",
 695         "    'Age_of_Vehicle': 9,\n",
 696         "    'Driver_Home_Area_Type': 1,\n",
 697         "    'Driver_IMD_Decile': 8,\n",
 698         "    'Engine_Capacity_(CC)': 1398,\n",
 699         "    'Hit_Object_in_Carriageway': 0,\n",
 700         "    'Hit_Object_off_Carriageway': 0,\n",
 701         "    'Journey_Purpose_of_Driver': 6,\n",
 702         "    'Junction_Location': 6,\n",
 703         "    'Propulsion_Code': 2,\n",
 704         "    'Sex_of_Driver': 2,\n",
 705         "    'Skidding_and_Overturning': 0,\n",
 706         "    'Towing_and_Articulation': 0,\n",
 707         "    'Vehicle_Leaving_Carriageway': 0,\n",
 708         "    'Vehicle_Location-Restricted_Lane': 0,\n",
 709         "    'Vehicle_Manoeuvre': 9,\n",
 710         "    'Vehicle_Reference': 1,\n",
 711         "    'Vehicle_Type': 9,\n",
 712         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
 713         "   {'1st_Point_of_Impact': 1,\n",
 714         "    'Age_Band_of_Driver': 6,\n",
 715         "    'Age_of_Vehicle': 12,\n",
 716         "    'Driver_Home_Area_Type': 2,\n",
 717         "    'Driver_IMD_Decile': 8,\n",
 718         "    'Engine_Capacity_(CC)': 1589,\n",
 719         "    'Hit_Object_in_Carriageway': 0,\n",
 720         "    'Hit_Object_off_Carriageway': 0,\n",
 721         "    'Journey_Purpose_of_Driver': 6,\n",
 722         "    'Junction_Location': 1,\n",
 723         "    'Propulsion_Code': 1,\n",
 724         "    'Sex_of_Driver': 1,\n",
 725         "    'Skidding_and_Overturning': 0,\n",
 726         "    'Towing_and_Articulation': 0,\n",
 727         "    'Vehicle_Leaving_Carriageway': 0,\n",
 728         "    'Vehicle_Location-Restricted_Lane': 0,\n",
 729         "    'Vehicle_Manoeuvre': 18,\n",
 730         "    'Vehicle_Reference': 2,\n",
 731         "    'Vehicle_Type': 9,\n",
 732         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
 733         "   {'1st_Point_of_Impact': 1,\n",
 734         "    'Age_Band_of_Driver': 8,\n",
 735         "    'Age_of_Vehicle': 6,\n",
 736         "    'Driver_Home_Area_Type': 3,\n",
 737         "    'Driver_IMD_Decile': 10,\n",
 738         "    'Engine_Capacity_(CC)': 1360,\n",
 739         "    'Hit_Object_in_Carriageway': 0,\n",
 740         "    'Hit_Object_off_Carriageway': 0,\n",
 741         "    'Journey_Purpose_of_Driver': 6,\n",
 742         "    'Junction_Location': 8,\n",
 743         "    'Propulsion_Code': 1,\n",
 744         "    'Sex_of_Driver': 2,\n",
 745         "    'Skidding_and_Overturning': 0,\n",
 746         "    'Towing_and_Articulation': 0,\n",
 747         "    'Vehicle_Leaving_Carriageway': 0,\n",
 748         "    'Vehicle_Location-Restricted_Lane': 0,\n",
 749         "    'Vehicle_Manoeuvre': 10,\n",
 750         "    'Vehicle_Reference': 3,\n",
 751         "    'Vehicle_Type': 9,\n",
 752         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
 753         "  'Weather_Conditions': 2,\n",
 754         "  '_id': ObjectId('52a9c98292c4e16686d2b6c1'),\n",
 755         "  'loc': {'coordinates': [-0.792688, 52.005224], 'type': 'Point'}}]"
 756        ]
 757       }
 758      ],
 759      "prompt_number": 12
 760     },
 761     {
 762      "cell_type": "code",
 763      "collapsed": false,
 764      "input": [
 765       "len(small_accidents.aggregate([{'$geoNear':{'near':[-0.797042, 52.006388],\n",
 766       "                                  'distanceField':\"distance\",\n",
 767       "                                  'maxDistance':100000000,\n",
 768       "                                  'spherical':True}}]))"
 769      ],
 770      "language": "python",
 771      "metadata": {},
 772      "outputs": [
 773       {
 774        "metadata": {},
 775        "output_type": "pyout",
 776        "prompt_number": 13,
 777        "text": [
 778         "2"
 779        ]
 780       }
 781      ],
 782      "prompt_number": 13
 783     },
 784     {
 785      "cell_type": "code",
 786      "collapsed": false,
 787      "input": [
 788       "mk = {'type': 'Polygon', \n",
 789       "        'coordinates': [[[-0.869719, 52.066547], \n",
 790       "                         [-0.651709, 52.066547], \n",
 791       "                         [-0.651709, 51.997161], \n",
 792       "                         [-0.869719, 51.997161],\n",
 793       "                         [-0.869719, 52.066547]\n",
 794       "                       ]]}\n",
 795       "list(small_accidents.find({'loc': \n",
 796       "                           {'$geoWithin': \n",
 797       "                            {'$geometry': mk}}}))"
 798      ],
 799      "language": "python",
 800      "metadata": {},
 801      "outputs": [
 802       {
 803        "metadata": {},
 804        "output_type": "pyout",
 805        "prompt_number": 20,
 806        "text": [
 807         "[{'1st_Road_Class': 5,\n",
 808         "  '1st_Road_Number': 174,\n",
 809         "  '2nd_Road_Class': -1,\n",
 810         "  '2nd_Road_Number': 0,\n",
 811         "  'Accident_Index': '201243S084022',\n",
 812         "  'Accident_Severity': 3,\n",
 813         "  'Carriageway_Hazards': 0,\n",
 814         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
 815         "    'Bus_or_Coach_Passenger': 0,\n",
 816         "    'Car_Passenger': 0,\n",
 817         "    'Casualty_Class': 1,\n",
 818         "    'Casualty_Home_Area_Type': 1,\n",
 819         "    'Casualty_Reference': 1,\n",
 820         "    'Casualty_Severity': 3,\n",
 821         "    'Casualty_Type': 9,\n",
 822         "    'Pedestrian_Location': 0,\n",
 823         "    'Pedestrian_Movement': 0,\n",
 824         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
 825         "    'Sex_of_Casualty': 2,\n",
 826         "    'Vehicle_Reference': 1}],\n",
 827         "  'Date': '23/02/2012',\n",
 828         "  'Datetime': datetime.datetime(2012, 2, 23, 18, 5),\n",
 829         "  'Day_of_Week': 5,\n",
 830         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
 831         "  'Junction_Control': -1,\n",
 832         "  'Junction_Detail': 0,\n",
 833         "  'LSOA_of_Accident_Location': 'E01016735',\n",
 834         "  'Latitude': 52.012173,\n",
 835         "  'Light_Conditions': 4,\n",
 836         "  'Local_Authority_(District)': 479,\n",
 837         "  'Local_Authority_(Highway)': 'E06000042',\n",
 838         "  'Location_Easting_OSGR': 492470,\n",
 839         "  'Location_Northing_OSGR': 235720,\n",
 840         "  'Longitude': -0.654074,\n",
 841         "  'Number_of_Casualties': 1,\n",
 842         "  'Number_of_Vehicles': 2,\n",
 843         "  'Pedestrian_Crossing-Human_Control': 0,\n",
 844         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
 845         "  'Police_Force': 43,\n",
 846         "  'Road_Surface_Conditions': 1,\n",
 847         "  'Road_Type': 6,\n",
 848         "  'Special_Conditions_at_Site': 0,\n",
 849         "  'Speed_limit': 30,\n",
 850         "  'Time': '18:05',\n",
 851         "  'Urban_or_Rural_Area': 2,\n",
 852         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
 853         "    'Age_Band_of_Driver': 8,\n",
 854         "    'Age_of_Vehicle': 11,\n",
 855         "    'Driver_Home_Area_Type': 1,\n",
 856         "    'Driver_IMD_Decile': 8,\n",
 857         "    'Engine_Capacity_(CC)': 1679,\n",
 858         "    'Hit_Object_in_Carriageway': 0,\n",
 859         "    'Hit_Object_off_Carriageway': 0,\n",
 860         "    'Journey_Purpose_of_Driver': 6,\n",
 861         "    'Junction_Location': 0,\n",
 862         "    'Propulsion_Code': 1,\n",
 863         "    'Sex_of_Driver': 2,\n",
 864         "    'Skidding_and_Overturning': 0,\n",
 865         "    'Towing_and_Articulation': 0,\n",
 866         "    'Vehicle_Leaving_Carriageway': 0,\n",
 867         "    'Vehicle_Location-Restricted_Lane': 0,\n",
 868         "    'Vehicle_Manoeuvre': 18,\n",
 869         "    'Vehicle_Reference': 1,\n",
 870         "    'Vehicle_Type': 9,\n",
 871         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
 872         "   {'1st_Point_of_Impact': 2,\n",
 873         "    'Age_Band_of_Driver': -1,\n",
 874         "    'Age_of_Vehicle': 13,\n",
 875         "    'Driver_Home_Area_Type': 2,\n",
 876         "    'Driver_IMD_Decile': 9,\n",
 877         "    'Engine_Capacity_(CC)': 2296,\n",
 878         "    'Hit_Object_in_Carriageway': 0,\n",
 879         "    'Hit_Object_off_Carriageway': 0,\n",
 880         "    'Journey_Purpose_of_Driver': 6,\n",
 881         "    'Junction_Location': 0,\n",
 882         "    'Propulsion_Code': 1,\n",
 883         "    'Sex_of_Driver': 3,\n",
 884         "    'Skidding_and_Overturning': 0,\n",
 885         "    'Towing_and_Articulation': 0,\n",
 886         "    'Vehicle_Leaving_Carriageway': 0,\n",
 887         "    'Vehicle_Location-Restricted_Lane': 0,\n",
 888         "    'Vehicle_Manoeuvre': 2,\n",
 889         "    'Vehicle_Reference': 2,\n",
 890         "    'Vehicle_Type': 9,\n",
 891         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
 892         "  'Weather_Conditions': 1,\n",
 893         "  '_id': ObjectId('52a9c98292c4e16686d2b72e'),\n",
 894         "  'loc': {'coordinates': [-0.654074, 52.012173], 'type': 'Point'}},\n",
 895         " {'1st_Road_Class': 3,\n",
 896         "  '1st_Road_Number': 5130,\n",
 897         "  '2nd_Road_Class': 6,\n",
 898         "  '2nd_Road_Number': 1323,\n",
 899         "  'Accident_Index': '201243S012062',\n",
 900         "  'Accident_Severity': 3,\n",
 901         "  'Carriageway_Hazards': 0,\n",
 902         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
 903         "    'Bus_or_Coach_Passenger': 0,\n",
 904         "    'Car_Passenger': 0,\n",
 905         "    'Casualty_Class': 1,\n",
 906         "    'Casualty_Home_Area_Type': 2,\n",
 907         "    'Casualty_Reference': 1,\n",
 908         "    'Casualty_Severity': 3,\n",
 909         "    'Casualty_Type': 9,\n",
 910         "    'Pedestrian_Location': 0,\n",
 911         "    'Pedestrian_Movement': 0,\n",
 912         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
 913         "    'Sex_of_Casualty': 1,\n",
 914         "    'Vehicle_Reference': 1}],\n",
 915         "  'Date': '05/06/2012',\n",
 916         "  'Datetime': datetime.datetime(2012, 6, 5, 19, 0),\n",
 917         "  'Day_of_Week': 3,\n",
 918         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
 919         "  'Junction_Control': 4,\n",
 920         "  'Junction_Detail': 3,\n",
 921         "  'LSOA_of_Accident_Location': 'E01016735',\n",
 922         "  'Latitude': 52.01755,\n",
 923         "  'Light_Conditions': 1,\n",
 924         "  'Local_Authority_(District)': 479,\n",
 925         "  'Local_Authority_(Highway)': 'E06000042',\n",
 926         "  'Location_Easting_OSGR': 492570,\n",
 927         "  'Location_Northing_OSGR': 236320,\n",
 928         "  'Longitude': -0.652456,\n",
 929         "  'Number_of_Casualties': 1,\n",
 930         "  'Number_of_Vehicles': 2,\n",
 931         "  'Pedestrian_Crossing-Human_Control': 0,\n",
 932         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
 933         "  'Police_Force': 43,\n",
 934         "  'Road_Surface_Conditions': 1,\n",
 935         "  'Road_Type': 6,\n",
 936         "  'Special_Conditions_at_Site': 0,\n",
 937         "  'Speed_limit': 30,\n",
 938         "  'Time': '19:00',\n",
 939         "  'Urban_or_Rural_Area': 2,\n",
 940         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
 941         "    'Age_Band_of_Driver': 4,\n",
 942         "    'Age_of_Vehicle': 10,\n",
 943         "    'Driver_Home_Area_Type': 2,\n",
 944         "    'Driver_IMD_Decile': 9,\n",
 945         "    'Engine_Capacity_(CC)': 1124,\n",
 946         "    'Hit_Object_in_Carriageway': 0,\n",
 947         "    'Hit_Object_off_Carriageway': 0,\n",
 948         "    'Journey_Purpose_of_Driver': 6,\n",
 949         "    'Junction_Location': 6,\n",
 950         "    'Propulsion_Code': 1,\n",
 951         "    'Sex_of_Driver': 1,\n",
 952         "    'Skidding_and_Overturning': 0,\n",
 953         "    'Towing_and_Articulation': 0,\n",
 954         "    'Vehicle_Leaving_Carriageway': 0,\n",
 955         "    'Vehicle_Location-Restricted_Lane': 0,\n",
 956         "    'Vehicle_Manoeuvre': 7,\n",
 957         "    'Vehicle_Reference': 1,\n",
 958         "    'Vehicle_Type': 9,\n",
 959         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
 960         "   {'1st_Point_of_Impact': 4,\n",
 961         "    'Age_Band_of_Driver': -1,\n",
 962         "    'Age_of_Vehicle': -1,\n",
 963         "    'Driver_Home_Area_Type': -1,\n",
 964         "    'Driver_IMD_Decile': -1,\n",
 965         "    'Engine_Capacity_(CC)': -1,\n",
 966         "    'Hit_Object_in_Carriageway': 0,\n",
 967         "    'Hit_Object_off_Carriageway': 0,\n",
 968         "    'Journey_Purpose_of_Driver': 6,\n",
 969         "    'Junction_Location': 1,\n",
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1371         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
1372         "    'Sex_of_Casualty': 2,\n",
1373         "    'Vehicle_Reference': 1}],\n",
1374         "  'Date': '23/08/2012',\n",
1375         "  'Datetime': datetime.datetime(2012, 8, 23, 10, 46),\n",
1376         "  'Day_of_Week': 5,\n",
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1380         "  'LSOA_of_Accident_Location': 'E01016734',\n",
1381         "  'Latitude': 51.99948,\n",
1382         "  'Light_Conditions': 1,\n",
1383         "  'Local_Authority_(District)': 479,\n",
1384         "  'Local_Authority_(Highway)': 'E06000042',\n",
1385         "  'Location_Easting_OSGR': 488730,\n",
1386         "  'Location_Northing_OSGR': 234240,\n",
1387         "  'Longitude': -0.708936,\n",
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1415         "    'Vehicle_Manoeuvre': 18,\n",
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1419         "   {'1st_Point_of_Impact': 2,\n",
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1432         "    'Towing_and_Articulation': 1,\n",
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1437         "    'Vehicle_Type': 21,\n",
1438         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
1439         "  'Weather_Conditions': 1,\n",
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1441         "  'loc': {'coordinates': [-0.708936, 51.99948], 'type': 'Point'}},\n",
1442         " {'1st_Road_Class': 3,\n",
1443         "  '1st_Road_Number': 4146,\n",
1444         "  '2nd_Road_Class': 6,\n",
1445         "  '2nd_Road_Number': 1072,\n",
1446         "  'Accident_Index': '201243S074122',\n",
1447         "  'Accident_Severity': 3,\n",
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1460         "    'Sex_of_Casualty': 2,\n",
1461         "    'Vehicle_Reference': 2},\n",
1462         "   {'Age_Band_of_Casualty': 5,\n",
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1473         "    'Sex_of_Casualty': 1,\n",
1474         "    'Vehicle_Reference': 3}],\n",
1475         "  'Date': '16/12/2012',\n",
1476         "  'Datetime': datetime.datetime(2012, 12, 16, 19, 40),\n",
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1481         "  'LSOA_of_Accident_Location': 'E01016828',\n",
1482         "  'Latitude': 52.011151,\n",
1483         "  'Light_Conditions': 4,\n",
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1485         "  'Local_Authority_(Highway)': 'E06000042',\n",
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1487         "  'Location_Northing_OSGR': 235546,\n",
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1489         "  'Number_of_Casualties': 2,\n",
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1497         "  'Speed_limit': 70,\n",
1498         "  'Time': '19:40',\n",
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1567         "  'Accident_Index': '201243S072012',\n",
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1594         "    'Sex_of_Casualty': 2,\n",
1595         "    'Vehicle_Reference': 2}],\n",
1596         "  'Date': '20/01/2012',\n",
1597         "  'Datetime': datetime.datetime(2012, 1, 20, 17, 20),\n",
1598         "  'Day_of_Week': 6,\n",
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1604         "  'Light_Conditions': 4,\n",
1605         "  'Local_Authority_(District)': 479,\n",
1606         "  'Local_Authority_(Highway)': 'E06000042',\n",
1607         "  'Location_Easting_OSGR': 489470,\n",
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1660         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
1661         "  'Weather_Conditions': 1,\n",
1662         "  '_id': ObjectId('52a9c98292c4e16686d2b6f3'),\n",
1663         "  'loc': {'coordinates': [-0.697711, 52.014822], 'type': 'Point'}},\n",
1664         " {'1st_Road_Class': 5,\n",
1665         "  '1st_Road_Number': 40,\n",
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1667         "  '2nd_Road_Number': 1069,\n",
1668         "  'Accident_Index': '201243S094022',\n",
1669         "  'Accident_Severity': 3,\n",
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1681         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
1682         "    'Sex_of_Casualty': 1,\n",
1683         "    'Vehicle_Reference': 1},\n",
1684         "   {'Age_Band_of_Casualty': 1,\n",
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1686         "    'Car_Passenger': 1,\n",
1687         "    'Casualty_Class': 2,\n",
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1689         "    'Casualty_Reference': 2,\n",
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1694         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
1695         "    'Sex_of_Casualty': 2,\n",
1696         "    'Vehicle_Reference': 2}],\n",
1697         "  'Date': '22/02/2012',\n",
1698         "  'Datetime': datetime.datetime(2012, 2, 22, 12, 35),\n",
1699         "  'Day_of_Week': 4,\n",
1700         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
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1703         "  'LSOA_of_Accident_Location': 'E01016820',\n",
1704         "  'Latitude': 52.019181,\n",
1705         "  'Light_Conditions': 1,\n",
1706         "  'Local_Authority_(District)': 479,\n",
1707         "  'Local_Authority_(Highway)': 'E06000042',\n",
1708         "  'Location_Easting_OSGR': 489190,\n",
1709         "  'Location_Northing_OSGR': 236440,\n",
1710         "  'Longitude': -0.701665,\n",
1711         "  'Number_of_Casualties': 2,\n",
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1716         "  'Road_Surface_Conditions': 2,\n",
1717         "  'Road_Type': 6,\n",
1718         "  'Special_Conditions_at_Site': 0,\n",
1719         "  'Speed_limit': 60,\n",
1720         "  'Time': '12:35',\n",
1721         "  'Urban_or_Rural_Area': 1,\n",
1722         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
1723         "    'Age_Band_of_Driver': 4,\n",
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1798         "  'Date': '12/12/2012',\n",
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1899         "  'Date': '24/10/2012',\n",
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1985         "    'Sex_of_Casualty': 2,\n",
1986         "    'Vehicle_Reference': 2}],\n",
1987         "  'Date': '22/01/2012',\n",
1988         "  'Datetime': datetime.datetime(2012, 1, 22, 17, 15),\n",
1989         "  'Day_of_Week': 1,\n",
1990         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
1991         "  'Junction_Control': 4,\n",
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1993         "  'LSOA_of_Accident_Location': 'E01016712',\n",
1994         "  'Latitude': 51.998571,\n",
1995         "  'Light_Conditions': 4,\n",
1996         "  'Local_Authority_(District)': 479,\n",
1997         "  'Local_Authority_(Highway)': 'E06000042',\n",
1998         "  'Location_Easting_OSGR': 488230,\n",
1999         "  'Location_Northing_OSGR': 234130,\n",
2000         "  'Longitude': -0.716246,\n",
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2007         "  'Road_Type': 1,\n",
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2009         "  'Speed_limit': 30,\n",
2010         "  'Time': '17:15',\n",
2011         "  'Urban_or_Rural_Area': 1,\n",
2012         "  'Vehicles': [{'1st_Point_of_Impact': 2,\n",
2013         "    'Age_Band_of_Driver': -1,\n",
2014         "    'Age_of_Vehicle': -1,\n",
2015         "    'Driver_Home_Area_Type': -1,\n",
2016         "    'Driver_IMD_Decile': -1,\n",
2017         "    'Engine_Capacity_(CC)': -1,\n",
2018         "    'Hit_Object_in_Carriageway': 0,\n",
2019         "    'Hit_Object_off_Carriageway': 0,\n",
2020         "    'Journey_Purpose_of_Driver': 6,\n",
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2026         "    'Vehicle_Leaving_Carriageway': 0,\n",
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2074         "    'Vehicle_Reference': 2}],\n",
2075         "  'Date': '29/08/2012',\n",
2076         "  'Datetime': datetime.datetime(2012, 8, 29, 5, 35),\n",
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2098         "  'Time': '05:35',\n",
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2107         "    'Hit_Object_off_Carriageway': 0,\n",
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2110         "    'Propulsion_Code': -1,\n",
2111         "    'Sex_of_Driver': 1,\n",
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2113         "    'Towing_and_Articulation': 0,\n",
2114         "    'Vehicle_Leaving_Carriageway': 0,\n",
2115         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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2127         "    'Hit_Object_off_Carriageway': 0,\n",
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2138         "    'Vehicle_Type': 1,\n",
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2147         "  'Accident_Index': '201243S030042',\n",
2148         "  'Accident_Severity': 3,\n",
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2150         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
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2161         "    'Sex_of_Casualty': 2,\n",
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2163         "   {'Age_Band_of_Casualty': 4,\n",
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2176         "  'Date': '05/04/2012',\n",
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2185         "  'Local_Authority_(District)': 479,\n",
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2492         "  'Date': '09/06/2012',\n",
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3167         "  'Date': '28/06/2012',\n",
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3254         "    'Vehicle_Reference': 2}],\n",
3255         "  'Date': '16/07/2012',\n",
3256         "  'Datetime': datetime.datetime(2012, 7, 16, 18, 37),\n",
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3277         "  'Speed_limit': 40,\n",
3278         "  'Time': '18:37',\n",
3279         "  'Urban_or_Rural_Area': 2,\n",
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3336         "    'Casualty_Severity': 3,\n",
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3340         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
3341         "    'Sex_of_Casualty': 1,\n",
3342         "    'Vehicle_Reference': 2},\n",
3343         "   {'Age_Band_of_Casualty': 9,\n",
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3354         "    'Sex_of_Casualty': 1,\n",
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3356         "   {'Age_Band_of_Casualty': 8,\n",
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3359         "    'Casualty_Class': 2,\n",
3360         "    'Casualty_Home_Area_Type': 1,\n",
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3362         "    'Casualty_Severity': 3,\n",
3363         "    'Casualty_Type': 9,\n",
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3366         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
3367         "    'Sex_of_Casualty': 2,\n",
3368         "    'Vehicle_Reference': 3},\n",
3369         "   {'Age_Band_of_Casualty': 11,\n",
3370         "    'Bus_or_Coach_Passenger': 0,\n",
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3372         "    'Casualty_Class': 2,\n",
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3380         "    'Sex_of_Casualty': 2,\n",
3381         "    'Vehicle_Reference': 3},\n",
3382         "   {'Age_Band_of_Casualty': 6,\n",
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3385         "    'Casualty_Class': 2,\n",
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3388         "    'Casualty_Severity': 3,\n",
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3393         "    'Sex_of_Casualty': 2,\n",
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3395         "   {'Age_Band_of_Casualty': 1,\n",
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3405         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
3406         "    'Sex_of_Casualty': 1,\n",
3407         "    'Vehicle_Reference': 3}],\n",
3408         "  'Date': '31/12/2012',\n",
3409         "  'Datetime': datetime.datetime(2012, 12, 31, 11, 17),\n",
3410         "  'Day_of_Week': 2,\n",
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3414         "  'LSOA_of_Accident_Location': 'E01016712',\n",
3415         "  'Latitude': 52.006254,\n",
3416         "  'Light_Conditions': 1,\n",
3417         "  'Local_Authority_(District)': 479,\n",
3418         "  'Local_Authority_(Highway)': 'E06000042',\n",
3419         "  'Location_Easting_OSGR': 487390,\n",
3420         "  'Location_Northing_OSGR': 234970,\n",
3421         "  'Longitude': -0.728264,\n",
3422         "  'Number_of_Casualties': 6,\n",
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3428         "  'Road_Type': 6,\n",
3429         "  'Special_Conditions_at_Site': 0,\n",
3430         "  'Speed_limit': 60,\n",
3431         "  'Time': '11:17',\n",
3432         "  'Urban_or_Rural_Area': 1,\n",
3433         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
3434         "    'Age_Band_of_Driver': 7,\n",
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3458         "    'Engine_Capacity_(CC)': 2976,\n",
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3460         "    'Hit_Object_off_Carriageway': 0,\n",
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3469         "    'Vehicle_Manoeuvre': 18,\n",
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3471         "    'Vehicle_Type': 9,\n",
3472         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
3473         "   {'1st_Point_of_Impact': 1,\n",
3474         "    'Age_Band_of_Driver': 9,\n",
3475         "    'Age_of_Vehicle': 12,\n",
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3498         "  '2nd_Road_Class': 5,\n",
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3500         "  'Accident_Index': '201243S023022',\n",
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3514         "    'Sex_of_Casualty': 2,\n",
3515         "    'Vehicle_Reference': 2}],\n",
3516         "  'Date': '02/02/2012',\n",
3517         "  'Datetime': datetime.datetime(2012, 2, 2, 10, 55),\n",
3518         "  'Day_of_Week': 5,\n",
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3536         "  'Road_Type': 1,\n",
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3539         "  'Time': '10:55',\n",
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3587         "  '2nd_Road_Number': 9150,\n",
3588         "  'Accident_Index': '201243S001032',\n",
3589         "  'Accident_Severity': 3,\n",
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3602         "    'Sex_of_Casualty': 1,\n",
3603         "    'Vehicle_Reference': 2}],\n",
3604         "  'Date': '01/03/2012',\n",
3605         "  'Datetime': datetime.datetime(2012, 3, 1, 8, 35),\n",
3606         "  'Day_of_Week': 5,\n",
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3609         "  'Junction_Detail': 1,\n",
3610         "  'LSOA_of_Accident_Location': 'E01016712',\n",
3611         "  'Latitude': 52.00416,\n",
3612         "  'Light_Conditions': 1,\n",
3613         "  'Local_Authority_(District)': 479,\n",
3614         "  'Local_Authority_(Highway)': 'E06000042',\n",
3615         "  'Location_Easting_OSGR': 487560,\n",
3616         "  'Location_Northing_OSGR': 234740,\n",
3617         "  'Longitude': -0.725847,\n",
3618         "  'Number_of_Casualties': 1,\n",
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3622         "  'Police_Force': 43,\n",
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3624         "  'Road_Type': 1,\n",
3625         "  'Special_Conditions_at_Site': 0,\n",
3626         "  'Speed_limit': 70,\n",
3627         "  'Time': '08:35',\n",
3628         "  'Urban_or_Rural_Area': 2,\n",
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3649         "   {'1st_Point_of_Impact': 2,\n",
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3656         "    'Hit_Object_off_Carriageway': 0,\n",
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3667         "    'Vehicle_Type': 5,\n",
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3669         "  'Weather_Conditions': 7,\n",
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3672         " {'1st_Road_Class': 4,\n",
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3674         "  '2nd_Road_Class': 5,\n",
3675         "  '2nd_Road_Number': 150,\n",
3676         "  'Accident_Index': '201243S105032',\n",
3677         "  'Accident_Severity': 3,\n",
3678         "  'Carriageway_Hazards': 0,\n",
3679         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
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3681         "    'Car_Passenger': 0,\n",
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3689         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
3690         "    'Sex_of_Casualty': 1,\n",
3691         "    'Vehicle_Reference': 2}],\n",
3692         "  'Date': '22/03/2012',\n",
3693         "  'Datetime': datetime.datetime(2012, 3, 22, 16, 5),\n",
3694         "  'Day_of_Week': 5,\n",
3695         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
3696         "  'Junction_Control': 4,\n",
3697         "  'Junction_Detail': 1,\n",
3698         "  'LSOA_of_Accident_Location': 'E01016712',\n",
3699         "  'Latitude': 52.004798,\n",
3700         "  'Light_Conditions': 1,\n",
3701         "  'Local_Authority_(District)': 479,\n",
3702         "  'Local_Authority_(Highway)': 'E06000042',\n",
3703         "  'Location_Easting_OSGR': 487500,\n",
3704         "  'Location_Northing_OSGR': 234810,\n",
3705         "  'Longitude': -0.726703,\n",
3706         "  'Number_of_Casualties': 1,\n",
3707         "  'Number_of_Vehicles': 2,\n",
3708         "  'Pedestrian_Crossing-Human_Control': 0,\n",
3709         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
3710         "  'Police_Force': 43,\n",
3711         "  'Road_Surface_Conditions': 1,\n",
3712         "  'Road_Type': 1,\n",
3713         "  'Special_Conditions_at_Site': 0,\n",
3714         "  'Speed_limit': 70,\n",
3715         "  'Time': '16:05',\n",
3716         "  'Urban_or_Rural_Area': 2,\n",
3717         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
3718         "    'Age_Band_of_Driver': 7,\n",
3719         "    'Age_of_Vehicle': 12,\n",
3720         "    'Driver_Home_Area_Type': 1,\n",
3721         "    'Driver_IMD_Decile': 7,\n",
3722         "    'Engine_Capacity_(CC)': 1796,\n",
3723         "    'Hit_Object_in_Carriageway': 0,\n",
3724         "    'Hit_Object_off_Carriageway': 0,\n",
3725         "    'Journey_Purpose_of_Driver': 6,\n",
3726         "    'Junction_Location': 1,\n",
3727         "    'Propulsion_Code': 1,\n",
3728         "    'Sex_of_Driver': 2,\n",
3729         "    'Skidding_and_Overturning': 0,\n",
3730         "    'Towing_and_Articulation': 0,\n",
3731         "    'Vehicle_Leaving_Carriageway': 0,\n",
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3733         "    'Vehicle_Manoeuvre': 5,\n",
3734         "    'Vehicle_Reference': 1,\n",
3735         "    'Vehicle_Type': 9,\n",
3736         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
3737         "   {'1st_Point_of_Impact': 2,\n",
3738         "    'Age_Band_of_Driver': 7,\n",
3739         "    'Age_of_Vehicle': 11,\n",
3740         "    'Driver_Home_Area_Type': 1,\n",
3741         "    'Driver_IMD_Decile': 4,\n",
3742         "    'Engine_Capacity_(CC)': 2151,\n",
3743         "    'Hit_Object_in_Carriageway': 0,\n",
3744         "    'Hit_Object_off_Carriageway': 0,\n",
3745         "    'Journey_Purpose_of_Driver': 6,\n",
3746         "    'Junction_Location': 1,\n",
3747         "    'Propulsion_Code': 2,\n",
3748         "    'Sex_of_Driver': 1,\n",
3749         "    'Skidding_and_Overturning': 0,\n",
3750         "    'Towing_and_Articulation': 0,\n",
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3754         "    'Vehicle_Reference': 2,\n",
3755         "    'Vehicle_Type': 9,\n",
3756         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
3757         "  'Weather_Conditions': 1,\n",
3758         "  '_id': ObjectId('52a9c98292c4e16686d2b79a'),\n",
3759         "  'loc': {'coordinates': [-0.726703, 52.004798], 'type': 'Point'}},\n",
3760         " {'1st_Road_Class': 4,\n",
3761         "  '1st_Road_Number': 4034,\n",
3762         "  '2nd_Road_Class': 5,\n",
3763         "  '2nd_Road_Number': 9150,\n",
3764         "  'Accident_Index': '201243S029042',\n",
3765         "  'Accident_Severity': 3,\n",
3766         "  'Carriageway_Hazards': 0,\n",
3767         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
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3769         "    'Car_Passenger': 0,\n",
3770         "    'Casualty_Class': 1,\n",
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3773         "    'Casualty_Severity': 3,\n",
3774         "    'Casualty_Type': 19,\n",
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3776         "    'Pedestrian_Movement': 0,\n",
3777         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
3778         "    'Sex_of_Casualty': 1,\n",
3779         "    'Vehicle_Reference': 1}],\n",
3780         "  'Date': '11/04/2012',\n",
3781         "  'Datetime': datetime.datetime(2012, 4, 11, 13, 0),\n",
3782         "  'Day_of_Week': 4,\n",
3783         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
3784         "  'Junction_Control': 4,\n",
3785         "  'Junction_Detail': 1,\n",
3786         "  'LSOA_of_Accident_Location': 'E01016712',\n",
3787         "  'Latitude': 52.004625,\n",
3788         "  'Light_Conditions': 1,\n",
3789         "  'Local_Authority_(District)': 479,\n",
3790         "  'Local_Authority_(Highway)': 'E06000042',\n",
3791         "  'Location_Easting_OSGR': 487460,\n",
3792         "  'Location_Northing_OSGR': 234790,\n",
3793         "  'Longitude': -0.72729,\n",
3794         "  'Number_of_Casualties': 1,\n",
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3798         "  'Police_Force': 43,\n",
3799         "  'Road_Surface_Conditions': 1,\n",
3800         "  'Road_Type': 1,\n",
3801         "  'Special_Conditions_at_Site': 0,\n",
3802         "  'Speed_limit': 70,\n",
3803         "  'Time': '13:00',\n",
3804         "  'Urban_or_Rural_Area': 2,\n",
3805         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
3806         "    'Age_Band_of_Driver': 5,\n",
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3808         "    'Driver_Home_Area_Type': 1,\n",
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3810         "    'Engine_Capacity_(CC)': 2460,\n",
3811         "    'Hit_Object_in_Carriageway': 0,\n",
3812         "    'Hit_Object_off_Carriageway': 0,\n",
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3815         "    'Propulsion_Code': 2,\n",
3816         "    'Sex_of_Driver': 1,\n",
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3825         "   {'1st_Point_of_Impact': 2,\n",
3826         "    'Age_Band_of_Driver': 5,\n",
3827         "    'Age_of_Vehicle': 11,\n",
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3830         "    'Engine_Capacity_(CC)': 1242,\n",
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3833         "    'Journey_Purpose_of_Driver': 6,\n",
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3835         "    'Propulsion_Code': 1,\n",
3836         "    'Sex_of_Driver': 1,\n",
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3838         "    'Towing_and_Articulation': 0,\n",
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3842         "    'Vehicle_Reference': 2,\n",
3843         "    'Vehicle_Type': 9,\n",
3844         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
3845         "  'Weather_Conditions': 1,\n",
3846         "  '_id': ObjectId('52a9c98292c4e16686d2b625'),\n",
3847         "  'loc': {'coordinates': [-0.72729, 52.004625], 'type': 'Point'}},\n",
3848         " {'1st_Road_Class': 4,\n",
3849         "  '1st_Road_Number': 4034,\n",
3850         "  '2nd_Road_Class': 5,\n",
3851         "  '2nd_Road_Number': 9150,\n",
3852         "  'Accident_Index': '201243S090072',\n",
3853         "  'Accident_Severity': 3,\n",
3854         "  'Carriageway_Hazards': 0,\n",
3855         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
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3857         "    'Car_Passenger': 0,\n",
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3859         "    'Casualty_Home_Area_Type': 3,\n",
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3861         "    'Casualty_Severity': 3,\n",
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3865         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
3866         "    'Sex_of_Casualty': 2,\n",
3867         "    'Vehicle_Reference': 1},\n",
3868         "   {'Age_Band_of_Casualty': 6,\n",
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3870         "    'Car_Passenger': 0,\n",
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3873         "    'Casualty_Reference': 2,\n",
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3875         "    'Casualty_Type': 9,\n",
3876         "    'Pedestrian_Location': 0,\n",
3877         "    'Pedestrian_Movement': 0,\n",
3878         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
3879         "    'Sex_of_Casualty': 2,\n",
3880         "    'Vehicle_Reference': 2},\n",
3881         "   {'Age_Band_of_Casualty': 5,\n",
3882         "    'Bus_or_Coach_Passenger': 0,\n",
3883         "    'Car_Passenger': 0,\n",
3884         "    'Casualty_Class': 1,\n",
3885         "    'Casualty_Home_Area_Type': 1,\n",
3886         "    'Casualty_Reference': 3,\n",
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3888         "    'Casualty_Type': 9,\n",
3889         "    'Pedestrian_Location': 0,\n",
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3891         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
3892         "    'Sex_of_Casualty': 2,\n",
3893         "    'Vehicle_Reference': 4}],\n",
3894         "  'Date': '20/07/2012',\n",
3895         "  'Datetime': datetime.datetime(2012, 7, 20, 17, 26),\n",
3896         "  'Day_of_Week': 6,\n",
3897         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
3898         "  'Junction_Control': 4,\n",
3899         "  'Junction_Detail': 1,\n",
3900         "  'LSOA_of_Accident_Location': 'E01016712',\n",
3901         "  'Latitude': 52.003997,\n",
3902         "  'Light_Conditions': 1,\n",
3903         "  'Local_Authority_(District)': 479,\n",
3904         "  'Local_Authority_(Highway)': 'E06000042',\n",
3905         "  'Location_Easting_OSGR': 487450,\n",
3906         "  'Location_Northing_OSGR': 234720,\n",
3907         "  'Longitude': -0.727454,\n",
3908         "  'Number_of_Casualties': 3,\n",
3909         "  'Number_of_Vehicles': 4,\n",
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3913         "  'Road_Surface_Conditions': 1,\n",
3914         "  'Road_Type': 3,\n",
3915         "  'Special_Conditions_at_Site': 0,\n",
3916         "  'Speed_limit': 70,\n",
3917         "  'Time': '17:26',\n",
3918         "  'Urban_or_Rural_Area': 2,\n",
3919         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
3920         "    'Age_Band_of_Driver': 7,\n",
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3960         "    'Age_Band_of_Driver': 5,\n",
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3966         "    'Hit_Object_off_Carriageway': 0,\n",
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3979         "   {'1st_Point_of_Impact': 3,\n",
3980         "    'Age_Band_of_Driver': 5,\n",
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3982         "    'Driver_Home_Area_Type': 1,\n",
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3984         "    'Engine_Capacity_(CC)': 1587,\n",
3985         "    'Hit_Object_in_Carriageway': 0,\n",
3986         "    'Hit_Object_off_Carriageway': 0,\n",
3987         "    'Journey_Purpose_of_Driver': 1,\n",
3988         "    'Junction_Location': 1,\n",
3989         "    'Propulsion_Code': 1,\n",
3990         "    'Sex_of_Driver': 2,\n",
3991         "    'Skidding_and_Overturning': 0,\n",
3992         "    'Towing_and_Articulation': 0,\n",
3993         "    'Vehicle_Leaving_Carriageway': 0,\n",
3994         "    'Vehicle_Location-Restricted_Lane': 0,\n",
3995         "    'Vehicle_Manoeuvre': 3,\n",
3996         "    'Vehicle_Reference': 4,\n",
3997         "    'Vehicle_Type': 9,\n",
3998         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
3999         "  'Weather_Conditions': 1,\n",
4000         "  '_id': ObjectId('52a9c98292c4e16686d2b74f'),\n",
4001         "  'loc': {'coordinates': [-0.727454, 52.003997], 'type': 'Point'}},\n",
4002         " {'1st_Road_Class': 4,\n",
4003         "  '1st_Road_Number': 4034,\n",
4004         "  '2nd_Road_Class': 5,\n",
4005         "  '2nd_Road_Number': 150,\n",
4006         "  'Accident_Index': '201243S086122',\n",
4007         "  'Accident_Severity': 3,\n",
4008         "  'Carriageway_Hazards': 0,\n",
4009         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
4010         "    'Bus_or_Coach_Passenger': 0,\n",
4011         "    'Car_Passenger': 0,\n",
4012         "    'Casualty_Class': 1,\n",
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4016         "    'Casualty_Type': 9,\n",
4017         "    'Pedestrian_Location': 0,\n",
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4019         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
4020         "    'Sex_of_Casualty': 2,\n",
4021         "    'Vehicle_Reference': 1},\n",
4022         "   {'Age_Band_of_Casualty': 4,\n",
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4024         "    'Car_Passenger': 1,\n",
4025         "    'Casualty_Class': 2,\n",
4026         "    'Casualty_Home_Area_Type': 1,\n",
4027         "    'Casualty_Reference': 2,\n",
4028         "    'Casualty_Severity': 3,\n",
4029         "    'Casualty_Type': 9,\n",
4030         "    'Pedestrian_Location': 0,\n",
4031         "    'Pedestrian_Movement': 0,\n",
4032         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
4033         "    'Sex_of_Casualty': 2,\n",
4034         "    'Vehicle_Reference': 1},\n",
4035         "   {'Age_Band_of_Casualty': 6,\n",
4036         "    'Bus_or_Coach_Passenger': 0,\n",
4037         "    'Car_Passenger': 1,\n",
4038         "    'Casualty_Class': 2,\n",
4039         "    'Casualty_Home_Area_Type': 1,\n",
4040         "    'Casualty_Reference': 3,\n",
4041         "    'Casualty_Severity': 3,\n",
4042         "    'Casualty_Type': 9,\n",
4043         "    'Pedestrian_Location': 0,\n",
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4045         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
4046         "    'Sex_of_Casualty': 2,\n",
4047         "    'Vehicle_Reference': 2}],\n",
4048         "  'Date': '16/12/2012',\n",
4049         "  'Datetime': datetime.datetime(2012, 12, 16, 14, 38),\n",
4050         "  'Day_of_Week': 1,\n",
4051         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
4052         "  'Junction_Control': 4,\n",
4053         "  'Junction_Detail': 1,\n",
4054         "  'LSOA_of_Accident_Location': 'E01016712',\n",
4055         "  'Latitude': 52.004134,\n",
4056         "  'Light_Conditions': 1,\n",
4057         "  'Local_Authority_(District)': 479,\n",
4058         "  'Local_Authority_(Highway)': 'E06000042',\n",
4059         "  'Location_Easting_OSGR': 487551,\n",
4060         "  'Location_Northing_OSGR': 234737,\n",
4061         "  'Longitude': -0.725979,\n",
4062         "  'Number_of_Casualties': 3,\n",
4063         "  'Number_of_Vehicles': 2,\n",
4064         "  'Pedestrian_Crossing-Human_Control': 0,\n",
4065         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
4066         "  'Police_Force': 43,\n",
4067         "  'Road_Surface_Conditions': 2,\n",
4068         "  'Road_Type': 3,\n",
4069         "  'Special_Conditions_at_Site': 0,\n",
4070         "  'Speed_limit': 70,\n",
4071         "  'Time': '14:38',\n",
4072         "  'Urban_or_Rural_Area': 2,\n",
4073         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
4074         "    'Age_Band_of_Driver': 4,\n",
4075         "    'Age_of_Vehicle': 19,\n",
4076         "    'Driver_Home_Area_Type': 1,\n",
4077         "    'Driver_IMD_Decile': 5,\n",
4078         "    'Engine_Capacity_(CC)': 1289,\n",
4079         "    'Hit_Object_in_Carriageway': 0,\n",
4080         "    'Hit_Object_off_Carriageway': 0,\n",
4081         "    'Journey_Purpose_of_Driver': 6,\n",
4082         "    'Junction_Location': 4,\n",
4083         "    'Propulsion_Code': 1,\n",
4084         "    'Sex_of_Driver': 2,\n",
4085         "    'Skidding_and_Overturning': 0,\n",
4086         "    'Towing_and_Articulation': 0,\n",
4087         "    'Vehicle_Leaving_Carriageway': 0,\n",
4088         "    'Vehicle_Location-Restricted_Lane': 0,\n",
4089         "    'Vehicle_Manoeuvre': 5,\n",
4090         "    'Vehicle_Reference': 1,\n",
4091         "    'Vehicle_Type': 9,\n",
4092         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
4093         "   {'1st_Point_of_Impact': 2,\n",
4094         "    'Age_Band_of_Driver': 7,\n",
4095         "    'Age_of_Vehicle': 8,\n",
4096         "    'Driver_Home_Area_Type': 1,\n",
4097         "    'Driver_IMD_Decile': 5,\n",
4098         "    'Engine_Capacity_(CC)': 1560,\n",
4099         "    'Hit_Object_in_Carriageway': 0,\n",
4100         "    'Hit_Object_off_Carriageway': 0,\n",
4101         "    'Journey_Purpose_of_Driver': 6,\n",
4102         "    'Junction_Location': 8,\n",
4103         "    'Propulsion_Code': 2,\n",
4104         "    'Sex_of_Driver': 1,\n",
4105         "    'Skidding_and_Overturning': 0,\n",
4106         "    'Towing_and_Articulation': 0,\n",
4107         "    'Vehicle_Leaving_Carriageway': 0,\n",
4108         "    'Vehicle_Location-Restricted_Lane': 0,\n",
4109         "    'Vehicle_Manoeuvre': 4,\n",
4110         "    'Vehicle_Reference': 2,\n",
4111         "    'Vehicle_Type': 9,\n",
4112         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
4113         "  'Weather_Conditions': 1,\n",
4114         "  '_id': ObjectId('52a9c98292c4e16686d2b73c'),\n",
4115         "  'loc': {'coordinates': [-0.725979, 52.004134], 'type': 'Point'}},\n",
4116         " {'1st_Road_Class': 6,\n",
4117         "  '1st_Road_Number': 1014,\n",
4118         "  '2nd_Road_Class': -1,\n",
4119         "  '2nd_Road_Number': 0,\n",
4120         "  'Accident_Index': '201243S004092',\n",
4121         "  'Accident_Severity': 3,\n",
4122         "  'Carriageway_Hazards': 0,\n",
4123         "  'Casualties': [{'Age_Band_of_Casualty': 11,\n",
4124         "    'Bus_or_Coach_Passenger': 0,\n",
4125         "    'Car_Passenger': 0,\n",
4126         "    'Casualty_Class': 1,\n",
4127         "    'Casualty_Home_Area_Type': 1,\n",
4128         "    'Casualty_Reference': 1,\n",
4129         "    'Casualty_Severity': 3,\n",
4130         "    'Casualty_Type': 9,\n",
4131         "    'Pedestrian_Location': 0,\n",
4132         "    'Pedestrian_Movement': 0,\n",
4133         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
4134         "    'Sex_of_Casualty': 1,\n",
4135         "    'Vehicle_Reference': 1},\n",
4136         "   {'Age_Band_of_Casualty': 4,\n",
4137         "    'Bus_or_Coach_Passenger': 0,\n",
4138         "    'Car_Passenger': 0,\n",
4139         "    'Casualty_Class': 1,\n",
4140         "    'Casualty_Home_Area_Type': 2,\n",
4141         "    'Casualty_Reference': 2,\n",
4142         "    'Casualty_Severity': 3,\n",
4143         "    'Casualty_Type': 9,\n",
4144         "    'Pedestrian_Location': 0,\n",
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4146         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
4147         "    'Sex_of_Casualty': 2,\n",
4148         "    'Vehicle_Reference': 3}],\n",
4149         "  'Date': '01/09/2012',\n",
4150         "  'Datetime': datetime.datetime(2012, 9, 1, 17, 10),\n",
4151         "  'Day_of_Week': 7,\n",
4152         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
4153         "  'Junction_Control': -1,\n",
4154         "  'Junction_Detail': 0,\n",
4155         "  'LSOA_of_Accident_Location': 'E01016712',\n",
4156         "  'Latitude': 52.010088,\n",
4157         "  'Light_Conditions': 1,\n",
4158         "  'Local_Authority_(District)': 479,\n",
4159         "  'Local_Authority_(Highway)': 'E06000042',\n",
4160         "  'Location_Easting_OSGR': 487590,\n",
4161         "  'Location_Northing_OSGR': 235400,\n",
4162         "  'Longitude': -0.725241,\n",
4163         "  'Number_of_Casualties': 2,\n",
4164         "  'Number_of_Vehicles': 3,\n",
4165         "  'Pedestrian_Crossing-Human_Control': 0,\n",
4166         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
4167         "  'Police_Force': 43,\n",
4168         "  'Road_Surface_Conditions': 1,\n",
4169         "  'Road_Type': 6,\n",
4170         "  'Special_Conditions_at_Site': 0,\n",
4171         "  'Speed_limit': 30,\n",
4172         "  'Time': '17:10',\n",
4173         "  'Urban_or_Rural_Area': 1,\n",
4174         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
4175         "    'Age_Band_of_Driver': 11,\n",
4176         "    'Age_of_Vehicle': 4,\n",
4177         "    'Driver_Home_Area_Type': 1,\n",
4178         "    'Driver_IMD_Decile': 10,\n",
4179         "    'Engine_Capacity_(CC)': 1339,\n",
4180         "    'Hit_Object_in_Carriageway': 0,\n",
4181         "    'Hit_Object_off_Carriageway': 0,\n",
4182         "    'Journey_Purpose_of_Driver': 6,\n",
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4184         "    'Propulsion_Code': 1,\n",
4185         "    'Sex_of_Driver': 1,\n",
4186         "    'Skidding_and_Overturning': 0,\n",
4187         "    'Towing_and_Articulation': 0,\n",
4188         "    'Vehicle_Leaving_Carriageway': 0,\n",
4189         "    'Vehicle_Location-Restricted_Lane': 0,\n",
4190         "    'Vehicle_Manoeuvre': 18,\n",
4191         "    'Vehicle_Reference': 1,\n",
4192         "    'Vehicle_Type': 9,\n",
4193         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
4194         "   {'1st_Point_of_Impact': 2,\n",
4195         "    'Age_Band_of_Driver': 9,\n",
4196         "    'Age_of_Vehicle': 10,\n",
4197         "    'Driver_Home_Area_Type': 3,\n",
4198         "    'Driver_IMD_Decile': 9,\n",
4199         "    'Engine_Capacity_(CC)': 1796,\n",
4200         "    'Hit_Object_in_Carriageway': 0,\n",
4201         "    'Hit_Object_off_Carriageway': 0,\n",
4202         "    'Journey_Purpose_of_Driver': 6,\n",
4203         "    'Junction_Location': 0,\n",
4204         "    'Propulsion_Code': 1,\n",
4205         "    'Sex_of_Driver': 1,\n",
4206         "    'Skidding_and_Overturning': 0,\n",
4207         "    'Towing_and_Articulation': 0,\n",
4208         "    'Vehicle_Leaving_Carriageway': 0,\n",
4209         "    'Vehicle_Location-Restricted_Lane': 0,\n",
4210         "    'Vehicle_Manoeuvre': 2,\n",
4211         "    'Vehicle_Reference': 2,\n",
4212         "    'Vehicle_Type': 9,\n",
4213         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
4214         "   {'1st_Point_of_Impact': 4,\n",
4215         "    'Age_Band_of_Driver': 4,\n",
4216         "    'Age_of_Vehicle': 4,\n",
4217         "    'Driver_Home_Area_Type': 2,\n",
4218         "    'Driver_IMD_Decile': 9,\n",
4219         "    'Engine_Capacity_(CC)': 995,\n",
4220         "    'Hit_Object_in_Carriageway': 0,\n",
4221         "    'Hit_Object_off_Carriageway': 0,\n",
4222         "    'Journey_Purpose_of_Driver': 6,\n",
4223         "    'Junction_Location': 0,\n",
4224         "    'Propulsion_Code': 1,\n",
4225         "    'Sex_of_Driver': 2,\n",
4226         "    'Skidding_and_Overturning': 0,\n",
4227         "    'Towing_and_Articulation': 0,\n",
4228         "    'Vehicle_Leaving_Carriageway': 0,\n",
4229         "    'Vehicle_Location-Restricted_Lane': 0,\n",
4230         "    'Vehicle_Manoeuvre': 3,\n",
4231         "    'Vehicle_Reference': 3,\n",
4232         "    'Vehicle_Type': 9,\n",
4233         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
4234         "  'Weather_Conditions': 1,\n",
4235         "  '_id': ObjectId('52a9c98292c4e16686d2b5c6'),\n",
4236         "  'loc': {'coordinates': [-0.725241, 52.010088], 'type': 'Point'}},\n",
4237         " {'1st_Road_Class': 4,\n",
4238         "  '1st_Road_Number': 4034,\n",
4239         "  '2nd_Road_Class': -1,\n",
4240         "  '2nd_Road_Number': 0,\n",
4241         "  'Accident_Index': '201243S066092',\n",
4242         "  'Accident_Severity': 3,\n",
4243         "  'Carriageway_Hazards': 0,\n",
4244         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
4245         "    'Bus_or_Coach_Passenger': 0,\n",
4246         "    'Car_Passenger': 1,\n",
4247         "    'Casualty_Class': 2,\n",
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4249         "    'Casualty_Reference': 1,\n",
4250         "    'Casualty_Severity': 3,\n",
4251         "    'Casualty_Type': 9,\n",
4252         "    'Pedestrian_Location': 0,\n",
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4254         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
4255         "    'Sex_of_Casualty': 1,\n",
4256         "    'Vehicle_Reference': 2}],\n",
4257         "  'Date': '18/09/2012',\n",
4258         "  'Datetime': datetime.datetime(2012, 9, 18, 19, 39),\n",
4259         "  'Day_of_Week': 3,\n",
4260         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
4261         "  'Junction_Control': -1,\n",
4262         "  'Junction_Detail': 0,\n",
4263         "  'LSOA_of_Accident_Location': 'E01016712',\n",
4264         "  'Latitude': 52.014025,\n",
4265         "  'Light_Conditions': 4,\n",
4266         "  'Local_Authority_(District)': 479,\n",
4267         "  'Local_Authority_(Highway)': 'E06000042',\n",
4268         "  'Location_Easting_OSGR': 487130,\n",
4269         "  'Location_Northing_OSGR': 235830,\n",
4270         "  'Longitude': -0.731832,\n",
4271         "  'Number_of_Casualties': 1,\n",
4272         "  'Number_of_Vehicles': 3,\n",
4273         "  'Pedestrian_Crossing-Human_Control': 0,\n",
4274         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
4275         "  'Police_Force': 43,\n",
4276         "  'Road_Surface_Conditions': 1,\n",
4277         "  'Road_Type': 6,\n",
4278         "  'Special_Conditions_at_Site': 0,\n",
4279         "  'Speed_limit': 60,\n",
4280         "  'Time': '19:39',\n",
4281         "  'Urban_or_Rural_Area': 2,\n",
4282         "  'Vehicles': [{'1st_Point_of_Impact': 0,\n",
4283         "    'Age_Band_of_Driver': -1,\n",
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4285         "    'Driver_Home_Area_Type': -1,\n",
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4288         "    'Hit_Object_in_Carriageway': 0,\n",
4289         "    'Hit_Object_off_Carriageway': 0,\n",
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4293         "    'Sex_of_Driver': 3,\n",
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4297         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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4309         "    'Hit_Object_off_Carriageway': 0,\n",
4310         "    'Journey_Purpose_of_Driver': 6,\n",
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4312         "    'Propulsion_Code': 1,\n",
4313         "    'Sex_of_Driver': 2,\n",
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4315         "    'Towing_and_Articulation': 0,\n",
4316         "    'Vehicle_Leaving_Carriageway': 0,\n",
4317         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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4320         "    'Vehicle_Type': 9,\n",
4321         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
4322         "   {'1st_Point_of_Impact': 2,\n",
4323         "    'Age_Band_of_Driver': 7,\n",
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4325         "    'Driver_Home_Area_Type': 1,\n",
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4329         "    'Hit_Object_off_Carriageway': 0,\n",
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4332         "    'Propulsion_Code': 2,\n",
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4336         "    'Vehicle_Leaving_Carriageway': 0,\n",
4337         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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4340         "    'Vehicle_Type': 9,\n",
4341         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
4342         "  'Weather_Conditions': 1,\n",
4343         "  '_id': ObjectId('52a9c98292c4e16686d2b6d8'),\n",
4344         "  'loc': {'coordinates': [-0.731832, 52.014025], 'type': 'Point'}},\n",
4345         " {'1st_Road_Class': 4,\n",
4346         "  '1st_Road_Number': 4034,\n",
4347         "  '2nd_Road_Class': 6,\n",
4348         "  '2nd_Road_Number': 1014,\n",
4349         "  'Accident_Index': '201243S036012',\n",
4350         "  'Accident_Severity': 3,\n",
4351         "  'Carriageway_Hazards': 0,\n",
4352         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
4353         "    'Bus_or_Coach_Passenger': 0,\n",
4354         "    'Car_Passenger': 0,\n",
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4358         "    'Casualty_Severity': 3,\n",
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4360         "    'Pedestrian_Location': 0,\n",
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4362         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
4363         "    'Sex_of_Casualty': 1,\n",
4364         "    'Vehicle_Reference': 2}],\n",
4365         "  'Date': '08/01/2012',\n",
4366         "  'Datetime': datetime.datetime(2012, 1, 8, 16, 3),\n",
4367         "  'Day_of_Week': 1,\n",
4368         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
4369         "  'Junction_Control': 4,\n",
4370         "  'Junction_Detail': 3,\n",
4371         "  'LSOA_of_Accident_Location': 'E01016712',\n",
4372         "  'Latitude': 52.010151,\n",
4373         "  'Light_Conditions': 7,\n",
4374         "  'Local_Authority_(District)': 479,\n",
4375         "  'Local_Authority_(Highway)': 'E06000042',\n",
4376         "  'Location_Easting_OSGR': 487190,\n",
4377         "  'Location_Northing_OSGR': 235400,\n",
4378         "  'Longitude': -0.731068,\n",
4379         "  'Number_of_Casualties': 1,\n",
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4382         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
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4384         "  'Road_Surface_Conditions': 2,\n",
4385         "  'Road_Type': 6,\n",
4386         "  'Special_Conditions_at_Site': 0,\n",
4387         "  'Speed_limit': 60,\n",
4388         "  'Time': '16:03',\n",
4389         "  'Urban_or_Rural_Area': 1,\n",
4390         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
4391         "    'Age_Band_of_Driver': 5,\n",
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4393         "    'Driver_Home_Area_Type': -1,\n",
4394         "    'Driver_IMD_Decile': -1,\n",
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4396         "    'Hit_Object_in_Carriageway': 0,\n",
4397         "    'Hit_Object_off_Carriageway': 0,\n",
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4400         "    'Propulsion_Code': 1,\n",
4401         "    'Sex_of_Driver': 3,\n",
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4403         "    'Towing_and_Articulation': 0,\n",
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4410         "   {'1st_Point_of_Impact': 2,\n",
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4423         "    'Towing_and_Articulation': 0,\n",
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4425         "    'Vehicle_Location-Restricted_Lane': 0,\n",
4426         "    'Vehicle_Manoeuvre': 10,\n",
4427         "    'Vehicle_Reference': 2,\n",
4428         "    'Vehicle_Type': 9,\n",
4429         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
4430         "  'Weather_Conditions': 1,\n",
4431         "  '_id': ObjectId('52a9c98292c4e16686d2b649'),\n",
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4433         " {'1st_Road_Class': 4,\n",
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4435         "  '2nd_Road_Class': -1,\n",
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4437         "  'Accident_Index': '201243S033052',\n",
4438         "  'Accident_Severity': 1,\n",
4439         "  'Carriageway_Hazards': 0,\n",
4440         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
4441         "    'Bus_or_Coach_Passenger': 0,\n",
4442         "    'Car_Passenger': 1,\n",
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4444         "    'Casualty_Home_Area_Type': 1,\n",
4445         "    'Casualty_Reference': 2,\n",
4446         "    'Casualty_Severity': 3,\n",
4447         "    'Casualty_Type': 9,\n",
4448         "    'Pedestrian_Location': 0,\n",
4449         "    'Pedestrian_Movement': 0,\n",
4450         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
4451         "    'Sex_of_Casualty': 2,\n",
4452         "    'Vehicle_Reference': 1},\n",
4453         "   {'Age_Band_of_Casualty': 2,\n",
4454         "    'Bus_or_Coach_Passenger': 0,\n",
4455         "    'Car_Passenger': 2,\n",
4456         "    'Casualty_Class': 2,\n",
4457         "    'Casualty_Home_Area_Type': 1,\n",
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4461         "    'Pedestrian_Location': 0,\n",
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4463         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
4464         "    'Sex_of_Casualty': 1,\n",
4465         "    'Vehicle_Reference': 1},\n",
4466         "   {'Age_Band_of_Casualty': 2,\n",
4467         "    'Bus_or_Coach_Passenger': 0,\n",
4468         "    'Car_Passenger': 2,\n",
4469         "    'Casualty_Class': 2,\n",
4470         "    'Casualty_Home_Area_Type': 1,\n",
4471         "    'Casualty_Reference': 4,\n",
4472         "    'Casualty_Severity': 3,\n",
4473         "    'Casualty_Type': 9,\n",
4474         "    'Pedestrian_Location': 0,\n",
4475         "    'Pedestrian_Movement': 0,\n",
4476         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
4477         "    'Sex_of_Casualty': 1,\n",
4478         "    'Vehicle_Reference': 1},\n",
4479         "   {'Age_Band_of_Casualty': 11,\n",
4480         "    'Bus_or_Coach_Passenger': 0,\n",
4481         "    'Car_Passenger': 0,\n",
4482         "    'Casualty_Class': 1,\n",
4483         "    'Casualty_Home_Area_Type': 1,\n",
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4486         "    'Casualty_Type': 9,\n",
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4489         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
4490         "    'Sex_of_Casualty': 2,\n",
4491         "    'Vehicle_Reference': 2}],\n",
4492         "  'Date': '05/05/2012',\n",
4493         "  'Datetime': datetime.datetime(2012, 5, 5, 10, 45),\n",
4494         "  'Day_of_Week': 7,\n",
4495         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
4496         "  'Junction_Control': -1,\n",
4497         "  'Junction_Detail': 0,\n",
4498         "  'LSOA_of_Accident_Location': 'E01016712',\n",
4499         "  'Latitude': 52.012404,\n",
4500         "  'Light_Conditions': 1,\n",
4501         "  'Local_Authority_(District)': 479,\n",
4502         "  'Local_Authority_(Highway)': 'E06000042',\n",
4503         "  'Location_Easting_OSGR': 487150,\n",
4504         "  'Location_Northing_OSGR': 235650,\n",
4505         "  'Longitude': -0.731587,\n",
4506         "  'Number_of_Casualties': 4,\n",
4507         "  'Number_of_Vehicles': 2,\n",
4508         "  'Pedestrian_Crossing-Human_Control': 0,\n",
4509         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
4510         "  'Police_Force': 43,\n",
4511         "  'Road_Surface_Conditions': 1,\n",
4512         "  'Road_Type': 6,\n",
4513         "  'Special_Conditions_at_Site': 0,\n",
4514         "  'Speed_limit': 60,\n",
4515         "  'Time': '10:45',\n",
4516         "  'Urban_or_Rural_Area': 2,\n",
4517         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
4518         "    'Age_Band_of_Driver': 7,\n",
4519         "    'Age_of_Vehicle': 7,\n",
4520         "    'Driver_Home_Area_Type': 1,\n",
4521         "    'Driver_IMD_Decile': 10,\n",
4522         "    'Engine_Capacity_(CC)': 1769,\n",
4523         "    'Hit_Object_in_Carriageway': 0,\n",
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4537         "   {'1st_Point_of_Impact': 1,\n",
4538         "    'Age_Band_of_Driver': 11,\n",
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4555         "    'Vehicle_Type': 9,\n",
4556         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
4557         "  'Weather_Conditions': 1,\n",
4558         "  '_id': ObjectId('52a9c98292c4e16686d2b63c'),\n",
4559         "  'loc': {'coordinates': [-0.731587, 52.012404], 'type': 'Point'}},\n",
4560         " {'1st_Road_Class': 4,\n",
4561         "  '1st_Road_Number': 4034,\n",
4562         "  '2nd_Road_Class': 6,\n",
4563         "  '2nd_Road_Number': 1014,\n",
4564         "  'Accident_Index': '201243S093072',\n",
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4573         "    'Casualty_Severity': 3,\n",
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4578         "    'Sex_of_Casualty': 1,\n",
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4580         "   {'Age_Band_of_Casualty': 6,\n",
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4591         "    'Sex_of_Casualty': 2,\n",
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4593         "   {'Age_Band_of_Casualty': 6,\n",
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4606         "   {'Age_Band_of_Casualty': 6,\n",
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4611         "    'Casualty_Reference': 2,\n",
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4613         "    'Casualty_Type': 9,\n",
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4616         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
4617         "    'Sex_of_Casualty': 1,\n",
4618         "    'Vehicle_Reference': 2}],\n",
4619         "  'Date': '20/07/2012',\n",
4620         "  'Datetime': datetime.datetime(2012, 7, 20, 13, 25),\n",
4621         "  'Day_of_Week': 6,\n",
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4625         "  'LSOA_of_Accident_Location': 'E01016712',\n",
4626         "  'Latitude': 52.010061,\n",
4627         "  'Light_Conditions': 1,\n",
4628         "  'Local_Authority_(District)': 479,\n",
4629         "  'Local_Authority_(Highway)': 'E06000042',\n",
4630         "  'Location_Easting_OSGR': 487190,\n",
4631         "  'Location_Northing_OSGR': 235390,\n",
4632         "  'Longitude': -0.73107,\n",
4633         "  'Number_of_Casualties': 4,\n",
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4637         "  'Police_Force': 43,\n",
4638         "  'Road_Surface_Conditions': 1,\n",
4639         "  'Road_Type': 6,\n",
4640         "  'Special_Conditions_at_Site': 0,\n",
4641         "  'Speed_limit': 60,\n",
4642         "  'Time': '13:25',\n",
4643         "  'Urban_or_Rural_Area': 1,\n",
4644         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
4645         "    'Age_Band_of_Driver': 5,\n",
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4650         "    'Hit_Object_in_Carriageway': 0,\n",
4651         "    'Hit_Object_off_Carriageway': 0,\n",
4652         "    'Journey_Purpose_of_Driver': 6,\n",
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4655         "    'Sex_of_Driver': 1,\n",
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4657         "    'Towing_and_Articulation': 0,\n",
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4664         "   {'1st_Point_of_Impact': 1,\n",
4665         "    'Age_Band_of_Driver': 6,\n",
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4670         "    'Hit_Object_in_Carriageway': 0,\n",
4671         "    'Hit_Object_off_Carriageway': 0,\n",
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4683         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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4689         "  '2nd_Road_Class': -1,\n",
4690         "  '2nd_Road_Number': 0,\n",
4691         "  'Accident_Index': '201243S130072',\n",
4692         "  'Accident_Severity': 2,\n",
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4707         "   {'Age_Band_of_Casualty': 4,\n",
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4718         "    'Sex_of_Casualty': 1,\n",
4719         "    'Vehicle_Reference': 1}],\n",
4720         "  'Date': '31/07/2012',\n",
4721         "  'Datetime': datetime.datetime(2012, 7, 31, 23, 40),\n",
4722         "  'Day_of_Week': 3,\n",
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4727         "  'Latitude': 52.012227,\n",
4728         "  'Light_Conditions': 4,\n",
4729         "  'Local_Authority_(District)': 479,\n",
4730         "  'Local_Authority_(Highway)': 'E06000042',\n",
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4742         "  'Speed_limit': 70,\n",
4743         "  'Time': '23:40',\n",
4744         "  'Urban_or_Rural_Area': 2,\n",
4745         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
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4768         " {'1st_Road_Class': 5,\n",
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4770         "  '2nd_Road_Class': 6,\n",
4771         "  '2nd_Road_Number': 1014,\n",
4772         "  'Accident_Index': '201243S059012',\n",
4773         "  'Accident_Severity': 3,\n",
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4788         "   {'Age_Band_of_Casualty': 6,\n",
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4805         "    'Casualty_Home_Area_Type': 2,\n",
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4812         "    'Sex_of_Casualty': 2,\n",
4813         "    'Vehicle_Reference': 2}],\n",
4814         "  'Date': '22/01/2012',\n",
4815         "  'Datetime': datetime.datetime(2012, 1, 22, 11, 30),\n",
4816         "  'Day_of_Week': 1,\n",
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4818         "  'Junction_Control': 2,\n",
4819         "  'Junction_Detail': 3,\n",
4820         "  'LSOA_of_Accident_Location': 'E01016712',\n",
4821         "  'Latitude': 52.008687,\n",
4822         "  'Light_Conditions': 1,\n",
4823         "  'Local_Authority_(District)': 479,\n",
4824         "  'Local_Authority_(Highway)': 'E06000042',\n",
4825         "  'Location_Easting_OSGR': 486780,\n",
4826         "  'Location_Northing_OSGR': 235230,\n",
4827         "  'Longitude': -0.737083,\n",
4828         "  'Number_of_Casualties': 3,\n",
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4831         "  'Pedestrian_Crossing-Physical_Facilities': 5,\n",
4832         "  'Police_Force': 43,\n",
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4834         "  'Road_Type': 6,\n",
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4837         "  'Time': '11:30',\n",
4838         "  'Urban_or_Rural_Area': 1,\n",
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4845         "    'Hit_Object_in_Carriageway': 0,\n",
4846         "    'Hit_Object_off_Carriageway': 10,\n",
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4848         "    'Junction_Location': 8,\n",
4849         "    'Propulsion_Code': 2,\n",
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4852         "    'Towing_and_Articulation': 0,\n",
4853         "    'Vehicle_Leaving_Carriageway': 7,\n",
4854         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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4860         "    'Age_Band_of_Driver': 6,\n",
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4872         "    'Towing_and_Articulation': 0,\n",
4873         "    'Vehicle_Leaving_Carriageway': 0,\n",
4874         "    'Vehicle_Location-Restricted_Lane': 0,\n",
4875         "    'Vehicle_Manoeuvre': 18,\n",
4876         "    'Vehicle_Reference': 2,\n",
4877         "    'Vehicle_Type': 9,\n",
4878         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
4879         "  'Weather_Conditions': 4,\n",
4880         "  '_id': ObjectId('52a9c98292c4e16686d2b6b2'),\n",
4881         "  'loc': {'coordinates': [-0.737083, 52.008687], 'type': 'Point'}},\n",
4882         " {'1st_Road_Class': 3,\n",
4883         "  '1st_Road_Number': 5,\n",
4884         "  '2nd_Road_Class': 3,\n",
4885         "  '2nd_Road_Number': 5,\n",
4886         "  'Accident_Index': '201243S021052',\n",
4887         "  'Accident_Severity': 3,\n",
4888         "  'Carriageway_Hazards': 0,\n",
4889         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
4890         "    'Bus_or_Coach_Passenger': 0,\n",
4891         "    'Car_Passenger': 0,\n",
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4893         "    'Casualty_Home_Area_Type': 1,\n",
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4895         "    'Casualty_Severity': 3,\n",
4896         "    'Casualty_Type': 9,\n",
4897         "    'Pedestrian_Location': 0,\n",
4898         "    'Pedestrian_Movement': 0,\n",
4899         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
4900         "    'Sex_of_Casualty': 1,\n",
4901         "    'Vehicle_Reference': 2},\n",
4902         "   {'Age_Band_of_Casualty': 8,\n",
4903         "    'Bus_or_Coach_Passenger': 0,\n",
4904         "    'Car_Passenger': 1,\n",
4905         "    'Casualty_Class': 2,\n",
4906         "    'Casualty_Home_Area_Type': 2,\n",
4907         "    'Casualty_Reference': 2,\n",
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4909         "    'Casualty_Type': 9,\n",
4910         "    'Pedestrian_Location': 0,\n",
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4912         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
4913         "    'Sex_of_Casualty': 1,\n",
4914         "    'Vehicle_Reference': 2}],\n",
4915         "  'Date': '03/05/2012',\n",
4916         "  'Datetime': datetime.datetime(2012, 5, 3, 11, 55),\n",
4917         "  'Day_of_Week': 5,\n",
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4921         "  'LSOA_of_Accident_Location': 'E01016712',\n",
4922         "  'Latitude': 52.011805,\n",
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4960         "   {'1st_Point_of_Impact': 3,\n",
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4985         "  '2nd_Road_Class': 6,\n",
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4987         "  'Accident_Index': '201243S019032',\n",
4988         "  'Accident_Severity': 3,\n",
4989         "  'Carriageway_Hazards': 0,\n",
4990         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
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5003         "   {'Age_Band_of_Casualty': 2,\n",
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5014         "    'Sex_of_Casualty': 1,\n",
5015         "    'Vehicle_Reference': 1}],\n",
5016         "  'Date': '03/03/2012',\n",
5017         "  'Datetime': datetime.datetime(2012, 3, 3, 22, 30),\n",
5018         "  'Day_of_Week': 7,\n",
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5023         "  'Latitude': 52.018544,\n",
5024         "  'Light_Conditions': 4,\n",
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5027         "  'Location_Easting_OSGR': 486970,\n",
5028         "  'Location_Northing_OSGR': 236330,\n",
5029         "  'Longitude': -0.734036,\n",
5030         "  'Number_of_Casualties': 2,\n",
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5036         "  'Road_Type': 6,\n",
5037         "  'Special_Conditions_at_Site': 0,\n",
5038         "  'Speed_limit': 40,\n",
5039         "  'Time': '22:30',\n",
5040         "  'Urban_or_Rural_Area': 1,\n",
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5051         "    'Propulsion_Code': 1,\n",
5052         "    'Sex_of_Driver': 2,\n",
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5061         "   {'1st_Point_of_Impact': 3,\n",
5062         "    'Age_Band_of_Driver': 7,\n",
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5074         "    'Towing_and_Articulation': 0,\n",
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5084         " {'1st_Road_Class': 6,\n",
5085         "  '1st_Road_Number': 1069,\n",
5086         "  '2nd_Road_Class': -1,\n",
5087         "  '2nd_Road_Number': 0,\n",
5088         "  'Accident_Index': '201243S017052',\n",
5089         "  'Accident_Severity': 3,\n",
5090         "  'Carriageway_Hazards': 0,\n",
5091         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
5092         "    'Bus_or_Coach_Passenger': 0,\n",
5093         "    'Car_Passenger': 0,\n",
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5095         "    'Casualty_Home_Area_Type': 1,\n",
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5097         "    'Casualty_Severity': 3,\n",
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5101         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
5102         "    'Sex_of_Casualty': 1,\n",
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5104         "   {'Age_Band_of_Casualty': 5,\n",
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5106         "    'Car_Passenger': 0,\n",
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5108         "    'Casualty_Home_Area_Type': 1,\n",
5109         "    'Casualty_Reference': 1,\n",
5110         "    'Casualty_Severity': 3,\n",
5111         "    'Casualty_Type': 9,\n",
5112         "    'Pedestrian_Location': 0,\n",
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5114         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
5115         "    'Sex_of_Casualty': 1,\n",
5116         "    'Vehicle_Reference': 2},\n",
5117         "   {'Age_Band_of_Casualty': 5,\n",
5118         "    'Bus_or_Coach_Passenger': 0,\n",
5119         "    'Car_Passenger': 1,\n",
5120         "    'Casualty_Class': 2,\n",
5121         "    'Casualty_Home_Area_Type': 1,\n",
5122         "    'Casualty_Reference': 3,\n",
5123         "    'Casualty_Severity': 3,\n",
5124         "    'Casualty_Type': 9,\n",
5125         "    'Pedestrian_Location': 0,\n",
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5127         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
5128         "    'Sex_of_Casualty': 2,\n",
5129         "    'Vehicle_Reference': 2}],\n",
5130         "  'Date': '04/05/2012',\n",
5131         "  'Datetime': datetime.datetime(2012, 5, 4, 17, 30),\n",
5132         "  'Day_of_Week': 6,\n",
5133         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
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5135         "  'Junction_Detail': 0,\n",
5136         "  'LSOA_of_Accident_Location': 'E01016844',\n",
5137         "  'Latitude': 52.016623,\n",
5138         "  'Light_Conditions': 1,\n",
5139         "  'Local_Authority_(District)': 479,\n",
5140         "  'Local_Authority_(Highway)': 'E06000042',\n",
5141         "  'Location_Easting_OSGR': 486610,\n",
5142         "  'Location_Northing_OSGR': 236110,\n",
5143         "  'Longitude': -0.739337,\n",
5144         "  'Number_of_Casualties': 3,\n",
5145         "  'Number_of_Vehicles': 3,\n",
5146         "  'Pedestrian_Crossing-Human_Control': 0,\n",
5147         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
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5149         "  'Road_Surface_Conditions': 1,\n",
5150         "  'Road_Type': 6,\n",
5151         "  'Special_Conditions_at_Site': 0,\n",
5152         "  'Speed_limit': 30,\n",
5153         "  'Time': '17:30',\n",
5154         "  'Urban_or_Rural_Area': 1,\n",
5155         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
5156         "    'Age_Band_of_Driver': 5,\n",
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5158         "    'Driver_Home_Area_Type': 1,\n",
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5161         "    'Hit_Object_in_Carriageway': 0,\n",
5162         "    'Hit_Object_off_Carriageway': 0,\n",
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5166         "    'Sex_of_Driver': 1,\n",
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5175         "   {'1st_Point_of_Impact': 2,\n",
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5179         "    'Driver_IMD_Decile': 3,\n",
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5182         "    'Hit_Object_off_Carriageway': 0,\n",
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5188         "    'Towing_and_Articulation': 0,\n",
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5190         "    'Vehicle_Location-Restricted_Lane': 0,\n",
5191         "    'Vehicle_Manoeuvre': 4,\n",
5192         "    'Vehicle_Reference': 2,\n",
5193         "    'Vehicle_Type': 9,\n",
5194         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
5195         "   {'1st_Point_of_Impact': 4,\n",
5196         "    'Age_Band_of_Driver': -1,\n",
5197         "    'Age_of_Vehicle': -1,\n",
5198         "    'Driver_Home_Area_Type': -1,\n",
5199         "    'Driver_IMD_Decile': -1,\n",
5200         "    'Engine_Capacity_(CC)': -1,\n",
5201         "    'Hit_Object_in_Carriageway': 0,\n",
5202         "    'Hit_Object_off_Carriageway': 0,\n",
5203         "    'Journey_Purpose_of_Driver': 6,\n",
5204         "    'Junction_Location': 0,\n",
5205         "    'Propulsion_Code': -1,\n",
5206         "    'Sex_of_Driver': 3,\n",
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5208         "    'Towing_and_Articulation': 0,\n",
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5210         "    'Vehicle_Location-Restricted_Lane': 0,\n",
5211         "    'Vehicle_Manoeuvre': 18,\n",
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5213         "    'Vehicle_Type': 9,\n",
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5215         "  'Weather_Conditions': 1,\n",
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5217         "  'loc': {'coordinates': [-0.739337, 52.016623], 'type': 'Point'}},\n",
5218         " {'1st_Road_Class': 5,\n",
5219         "  '1st_Road_Number': 156,\n",
5220         "  '2nd_Road_Class': -1,\n",
5221         "  '2nd_Road_Number': 0,\n",
5222         "  'Accident_Index': '201243S133011',\n",
5223         "  'Accident_Severity': 3,\n",
5224         "  'Carriageway_Hazards': 0,\n",
5225         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
5226         "    'Bus_or_Coach_Passenger': 0,\n",
5227         "    'Car_Passenger': 0,\n",
5228         "    'Casualty_Class': 1,\n",
5229         "    'Casualty_Home_Area_Type': 1,\n",
5230         "    'Casualty_Reference': 1,\n",
5231         "    'Casualty_Severity': 3,\n",
5232         "    'Casualty_Type': 9,\n",
5233         "    'Pedestrian_Location': 0,\n",
5234         "    'Pedestrian_Movement': 0,\n",
5235         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
5236         "    'Sex_of_Casualty': 1,\n",
5237         "    'Vehicle_Reference': 1}],\n",
5238         "  'Date': '23/01/2012',\n",
5239         "  'Datetime': datetime.datetime(2012, 1, 23, 15, 5),\n",
5240         "  'Day_of_Week': 2,\n",
5241         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
5242         "  'Junction_Control': -1,\n",
5243         "  'Junction_Detail': 0,\n",
5244         "  'LSOA_of_Accident_Location': 'E01016844',\n",
5245         "  'Latitude': 52.01705,\n",
5246         "  'Light_Conditions': 1,\n",
5247         "  'Local_Authority_(District)': 479,\n",
5248         "  'Local_Authority_(Highway)': 'E06000042',\n",
5249         "  'Location_Easting_OSGR': 486180,\n",
5250         "  'Location_Northing_OSGR': 236150,\n",
5251         "  'Longitude': -0.745591,\n",
5252         "  'Number_of_Casualties': 1,\n",
5253         "  'Number_of_Vehicles': 1,\n",
5254         "  'Pedestrian_Crossing-Human_Control': 0,\n",
5255         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
5256         "  'Police_Force': 43,\n",
5257         "  'Road_Surface_Conditions': 1,\n",
5258         "  'Road_Type': 3,\n",
5259         "  'Special_Conditions_at_Site': 0,\n",
5260         "  'Speed_limit': 70,\n",
5261         "  'Time': '15:05',\n",
5262         "  'Urban_or_Rural_Area': 1,\n",
5263         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
5264         "    'Age_Band_of_Driver': 6,\n",
5265         "    'Age_of_Vehicle': 11,\n",
5266         "    'Driver_Home_Area_Type': 1,\n",
5267         "    'Driver_IMD_Decile': 2,\n",
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5269         "    'Hit_Object_in_Carriageway': 0,\n",
5270         "    'Hit_Object_off_Carriageway': 4,\n",
5271         "    'Journey_Purpose_of_Driver': 6,\n",
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5273         "    'Propulsion_Code': 1,\n",
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5276         "    'Towing_and_Articulation': 0,\n",
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5278         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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5280         "    'Vehicle_Reference': 1,\n",
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5286         " {'1st_Road_Class': 3,\n",
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5289         "  '2nd_Road_Number': 421,\n",
5290         "  'Accident_Index': '201243S102032',\n",
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5304         "    'Sex_of_Casualty': 2,\n",
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5306         "   {'Age_Band_of_Casualty': 4,\n",
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5309         "    'Casualty_Class': 1,\n",
5310         "    'Casualty_Home_Area_Type': 1,\n",
5311         "    'Casualty_Reference': 2,\n",
5312         "    'Casualty_Severity': 3,\n",
5313         "    'Casualty_Type': 3,\n",
5314         "    'Pedestrian_Location': 0,\n",
5315         "    'Pedestrian_Movement': 0,\n",
5316         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
5317         "    'Sex_of_Casualty': 1,\n",
5318         "    'Vehicle_Reference': 2}],\n",
5319         "  'Date': '20/03/2012',\n",
5320         "  'Datetime': datetime.datetime(2012, 3, 20, 17, 30),\n",
5321         "  'Day_of_Week': 3,\n",
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5324         "  'Junction_Detail': 1,\n",
5325         "  'LSOA_of_Accident_Location': 'E01016844',\n",
5326         "  'Latitude': 52.016506,\n",
5327         "  'Light_Conditions': 1,\n",
5328         "  'Local_Authority_(District)': 479,\n",
5329         "  'Local_Authority_(Highway)': 'E06000042',\n",
5330         "  'Location_Easting_OSGR': 486210,\n",
5331         "  'Location_Northing_OSGR': 236090,\n",
5332         "  'Longitude': -0.745169,\n",
5333         "  'Number_of_Casualties': 2,\n",
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5339         "  'Road_Type': 1,\n",
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5341         "  'Speed_limit': 70,\n",
5342         "  'Time': '17:30',\n",
5343         "  'Urban_or_Rural_Area': 1,\n",
5344         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
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5363         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
5364         "   {'1st_Point_of_Impact': 2,\n",
5365         "    'Age_Band_of_Driver': 4,\n",
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5382         "    'Vehicle_Type': 3,\n",
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5387         " {'1st_Road_Class': 3,\n",
5388         "  '1st_Road_Number': 421,\n",
5389         "  '2nd_Road_Class': 5,\n",
5390         "  '2nd_Road_Number': 156,\n",
5391         "  'Accident_Index': '201243S057042',\n",
5392         "  'Accident_Severity': 3,\n",
5393         "  'Carriageway_Hazards': 0,\n",
5394         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
5395         "    'Bus_or_Coach_Passenger': 0,\n",
5396         "    'Car_Passenger': 1,\n",
5397         "    'Casualty_Class': 2,\n",
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5400         "    'Casualty_Severity': 3,\n",
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5405         "    'Sex_of_Casualty': 2,\n",
5406         "    'Vehicle_Reference': 2}],\n",
5407         "  'Date': '17/04/2012',\n",
5408         "  'Datetime': datetime.datetime(2012, 4, 17, 17, 40),\n",
5409         "  'Day_of_Week': 3,\n",
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5411         "  'Junction_Control': 4,\n",
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5414         "  'Latitude': 52.016509,\n",
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5416         "  'Local_Authority_(District)': 479,\n",
5417         "  'Local_Authority_(Highway)': 'E06000042',\n",
5418         "  'Location_Easting_OSGR': 486190,\n",
5419         "  'Location_Northing_OSGR': 236090,\n",
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5429         "  'Speed_limit': 70,\n",
5430         "  'Time': '17:40',\n",
5431         "  'Urban_or_Rural_Area': 1,\n",
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5439         "    'Hit_Object_off_Carriageway': 0,\n",
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5443         "    'Sex_of_Driver': 3,\n",
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5452         "   {'1st_Point_of_Impact': 2,\n",
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5470         "    'Vehicle_Type': 9,\n",
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5475         " {'1st_Road_Class': 3,\n",
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5477         "  '2nd_Road_Class': 5,\n",
5478         "  '2nd_Road_Number': 156,\n",
5479         "  'Accident_Index': '201243S001062',\n",
5480         "  'Accident_Severity': 3,\n",
5481         "  'Carriageway_Hazards': 0,\n",
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5493         "    'Sex_of_Casualty': 2,\n",
5494         "    'Vehicle_Reference': 2}],\n",
5495         "  'Date': '02/06/2012',\n",
5496         "  'Datetime': datetime.datetime(2012, 6, 2, 11, 0),\n",
5497         "  'Day_of_Week': 7,\n",
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5502         "  'Latitude': 52.016689,\n",
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5506         "  'Location_Easting_OSGR': 486190,\n",
5507         "  'Location_Northing_OSGR': 236110,\n",
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5567         "  'Accident_Index': '201243S024092',\n",
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5581         "    'Sex_of_Casualty': 1,\n",
5582         "    'Vehicle_Reference': 1}],\n",
5583         "  'Date': '07/09/2012',\n",
5584         "  'Datetime': datetime.datetime(2012, 9, 7, 9, 17),\n",
5585         "  'Day_of_Week': 6,\n",
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5589         "  'LSOA_of_Accident_Location': 'E01016844',\n",
5590         "  'Latitude': 52.016135,\n",
5591         "  'Light_Conditions': 1,\n",
5592         "  'Local_Authority_(District)': 479,\n",
5593         "  'Local_Authority_(Highway)': 'E06000042',\n",
5594         "  'Location_Easting_OSGR': 486280,\n",
5595         "  'Location_Northing_OSGR': 236050,\n",
5596         "  'Longitude': -0.744159,\n",
5597         "  'Number_of_Casualties': 1,\n",
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5600         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
5601         "  'Police_Force': 43,\n",
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5605         "  'Speed_limit': 70,\n",
5606         "  'Time': '09:17',\n",
5607         "  'Urban_or_Rural_Area': 1,\n",
5608         "  'Vehicles': [{'1st_Point_of_Impact': 0,\n",
5609         "    'Age_Band_of_Driver': 4,\n",
5610         "    'Age_of_Vehicle': 11,\n",
5611         "    'Driver_Home_Area_Type': 1,\n",
5612         "    'Driver_IMD_Decile': 8,\n",
5613         "    'Engine_Capacity_(CC)': 124,\n",
5614         "    'Hit_Object_in_Carriageway': 0,\n",
5615         "    'Hit_Object_off_Carriageway': 0,\n",
5616         "    'Journey_Purpose_of_Driver': 2,\n",
5617         "    'Junction_Location': 0,\n",
5618         "    'Propulsion_Code': 1,\n",
5619         "    'Sex_of_Driver': 1,\n",
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5621         "    'Towing_and_Articulation': 0,\n",
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5623         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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5626         "    'Vehicle_Type': 3,\n",
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5629         "  '_id': ObjectId('52a9c98292c4e16686d2b612'),\n",
5630         "  'loc': {'coordinates': [-0.744159, 52.016135], 'type': 'Point'}},\n",
5631         " {'1st_Road_Class': 5,\n",
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5633         "  '2nd_Road_Class': -1,\n",
5634         "  '2nd_Road_Number': 0,\n",
5635         "  'Accident_Index': '201243S001022',\n",
5636         "  'Accident_Severity': 3,\n",
5637         "  'Carriageway_Hazards': 0,\n",
5638         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
5639         "    'Bus_or_Coach_Passenger': 0,\n",
5640         "    'Car_Passenger': 0,\n",
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5645         "    'Casualty_Type': 1,\n",
5646         "    'Pedestrian_Location': 0,\n",
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5648         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
5649         "    'Sex_of_Casualty': 1,\n",
5650         "    'Vehicle_Reference': 3}],\n",
5651         "  'Date': '02/02/2012',\n",
5652         "  'Datetime': datetime.datetime(2012, 2, 2, 11, 58),\n",
5653         "  'Day_of_Week': 5,\n",
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5657         "  'LSOA_of_Accident_Location': 'E01016712',\n",
5658         "  'Latitude': 52.009384,\n",
5659         "  'Light_Conditions': 1,\n",
5660         "  'Local_Authority_(District)': 479,\n",
5661         "  'Local_Authority_(Highway)': 'E06000042',\n",
5662         "  'Location_Easting_OSGR': 486340,\n",
5663         "  'Location_Northing_OSGR': 235300,\n",
5664         "  'Longitude': -0.743474,\n",
5665         "  'Number_of_Casualties': 1,\n",
5666         "  'Number_of_Vehicles': 3,\n",
5667         "  'Pedestrian_Crossing-Human_Control': 0,\n",
5668         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
5669         "  'Police_Force': 43,\n",
5670         "  'Road_Surface_Conditions': 1,\n",
5671         "  'Road_Type': 6,\n",
5672         "  'Special_Conditions_at_Site': 0,\n",
5673         "  'Speed_limit': 60,\n",
5674         "  'Time': '11:58',\n",
5675         "  'Urban_or_Rural_Area': 2,\n",
5676         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
5677         "    'Age_Band_of_Driver': 10,\n",
5678         "    'Age_of_Vehicle': 3,\n",
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5680         "    'Driver_IMD_Decile': 8,\n",
5681         "    'Engine_Capacity_(CC)': 2204,\n",
5682         "    'Hit_Object_in_Carriageway': 0,\n",
5683         "    'Hit_Object_off_Carriageway': 0,\n",
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5685         "    'Junction_Location': 0,\n",
5686         "    'Propulsion_Code': 2,\n",
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5689         "    'Towing_and_Articulation': 0,\n",
5690         "    'Vehicle_Leaving_Carriageway': 0,\n",
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5696         "   {'1st_Point_of_Impact': 1,\n",
5697         "    'Age_Band_of_Driver': 7,\n",
5698         "    'Age_of_Vehicle': 5,\n",
5699         "    'Driver_Home_Area_Type': 1,\n",
5700         "    'Driver_IMD_Decile': 7,\n",
5701         "    'Engine_Capacity_(CC)': 1560,\n",
5702         "    'Hit_Object_in_Carriageway': 0,\n",
5703         "    'Hit_Object_off_Carriageway': 0,\n",
5704         "    'Journey_Purpose_of_Driver': 2,\n",
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5716         "   {'1st_Point_of_Impact': 2,\n",
5717         "    'Age_Band_of_Driver': 5,\n",
5718         "    'Age_of_Vehicle': -1,\n",
5719         "    'Driver_Home_Area_Type': 1,\n",
5720         "    'Driver_IMD_Decile': 7,\n",
5721         "    'Engine_Capacity_(CC)': -1,\n",
5722         "    'Hit_Object_in_Carriageway': 0,\n",
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5741         "  '2nd_Road_Class': -1,\n",
5742         "  '2nd_Road_Number': 0,\n",
5743         "  'Accident_Index': '201243S109042',\n",
5744         "  'Accident_Severity': 3,\n",
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5757         "    'Sex_of_Casualty': 1,\n",
5758         "    'Vehicle_Reference': 2}],\n",
5759         "  'Date': '30/04/2012',\n",
5760         "  'Datetime': datetime.datetime(2012, 4, 30, 11, 50),\n",
5761         "  'Day_of_Week': 2,\n",
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5765         "  'LSOA_of_Accident_Location': 'E01016712',\n",
5766         "  'Latitude': 52.009384,\n",
5767         "  'Light_Conditions': 1,\n",
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5769         "  'Local_Authority_(Highway)': 'E06000042',\n",
5770         "  'Location_Easting_OSGR': 486340,\n",
5771         "  'Location_Northing_OSGR': 235300,\n",
5772         "  'Longitude': -0.743474,\n",
5773         "  'Number_of_Casualties': 1,\n",
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5778         "  'Road_Surface_Conditions': 1,\n",
5779         "  'Road_Type': 6,\n",
5780         "  'Special_Conditions_at_Site': 0,\n",
5781         "  'Speed_limit': 60,\n",
5782         "  'Time': '11:50',\n",
5783         "  'Urban_or_Rural_Area': 2,\n",
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5804         "   {'1st_Point_of_Impact': 4,\n",
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5829         "  '2nd_Road_Class': 3,\n",
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5831         "  'Accident_Index': '201243S037052',\n",
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5845         "    'Sex_of_Casualty': 2,\n",
5846         "    'Vehicle_Reference': 2}],\n",
5847         "  'Date': '08/05/2012',\n",
5848         "  'Datetime': datetime.datetime(2012, 5, 8, 9, 33),\n",
5849         "  'Day_of_Week': 3,\n",
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5852         "  'Junction_Detail': 1,\n",
5853         "  'LSOA_of_Accident_Location': 'E01016844',\n",
5854         "  'Latitude': 52.012764,\n",
5855         "  'Light_Conditions': 1,\n",
5856         "  'Local_Authority_(District)': 479,\n",
5857         "  'Local_Authority_(Highway)': 'E06000042',\n",
5858         "  'Location_Easting_OSGR': 486570,\n",
5859         "  'Location_Northing_OSGR': 235680,\n",
5860         "  'Longitude': -0.740028,\n",
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5869         "  'Speed_limit': 70,\n",
5870         "  'Time': '09:33',\n",
5871         "  'Urban_or_Rural_Area': 2,\n",
5872         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
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5878         "    'Hit_Object_in_Carriageway': 0,\n",
5879         "    'Hit_Object_off_Carriageway': 0,\n",
5880         "    'Journey_Purpose_of_Driver': 6,\n",
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5892         "   {'1st_Point_of_Impact': 4,\n",
5893         "    'Age_Band_of_Driver': 7,\n",
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5919         "  'Accident_Index': '201243S138012',\n",
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5934         "    'Vehicle_Reference': 2}],\n",
5935         "  'Date': '27/01/2012',\n",
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5946         "  'Location_Easting_OSGR': 486910,\n",
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5958         "  'Time': '13:45',\n",
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5980         "   {'1st_Point_of_Impact': 2,\n",
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6003         " {'1st_Road_Class': 5,\n",
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6007         "  'Accident_Index': '201243S080022',\n",
6008         "  'Accident_Severity': 3,\n",
6009         "  'Carriageway_Hazards': 0,\n",
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6021         "    'Sex_of_Casualty': 2,\n",
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6023         "   {'Age_Band_of_Casualty': 6,\n",
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6034         "    'Sex_of_Casualty': 2,\n",
6035         "    'Vehicle_Reference': 1}],\n",
6036         "  'Date': '21/02/2012',\n",
6037         "  'Datetime': datetime.datetime(2012, 2, 21, 9, 50),\n",
6038         "  'Day_of_Week': 3,\n",
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6042         "  'LSOA_of_Accident_Location': 'E01016712',\n",
6043         "  'Latitude': 52.005686,\n",
6044         "  'Light_Conditions': 1,\n",
6045         "  'Local_Authority_(District)': 479,\n",
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6047         "  'Location_Easting_OSGR': 487000,\n",
6048         "  'Location_Northing_OSGR': 234900,\n",
6049         "  'Longitude': -0.733962,\n",
6050         "  'Number_of_Casualties': 2,\n",
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6054         "  'Police_Force': 43,\n",
6055         "  'Road_Surface_Conditions': 1,\n",
6056         "  'Road_Type': 3,\n",
6057         "  'Special_Conditions_at_Site': 0,\n",
6058         "  'Speed_limit': 40,\n",
6059         "  'Time': '09:50',\n",
6060         "  'Urban_or_Rural_Area': 2,\n",
6061         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
6062         "    'Age_Band_of_Driver': 6,\n",
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6108         "  'Accident_Index': '201243S122092',\n",
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6224         "    'Vehicle_Reference': 2}],\n",
6225         "  'Date': '27/11/2012',\n",
6226         "  'Datetime': datetime.datetime(2012, 11, 27, 14, 45),\n",
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6352         "  'Date': '21/12/2012',\n",
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6492         "  'Accident_Index': '201243S090052',\n",
6493         "  'Accident_Severity': 3,\n",
6494         "  'Carriageway_Hazards': 0,\n",
6495         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
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6506         "    'Sex_of_Casualty': 2,\n",
6507         "    'Vehicle_Reference': 2}],\n",
6508         "  'Date': '21/05/2012',\n",
6509         "  'Datetime': datetime.datetime(2012, 5, 21, 8, 20),\n",
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6517         "  'Local_Authority_(District)': 479,\n",
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6520         "  'Location_Northing_OSGR': 235080,\n",
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6580         "  'Accident_Index': '201243S063062',\n",
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6595         "    'Vehicle_Reference': 2}],\n",
6596         "  'Date': '15/06/2012',\n",
6597         "  'Datetime': datetime.datetime(2012, 6, 15, 12, 18),\n",
6598         "  'Day_of_Week': 6,\n",
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6603         "  'Latitude': 52.004327,\n",
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6606         "  'Local_Authority_(Highway)': 'E06000042',\n",
6607         "  'Location_Easting_OSGR': 485910,\n",
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6696         "    'Vehicle_Reference': 2}],\n",
6697         "  'Date': '17/03/2012',\n",
6698         "  'Datetime': datetime.datetime(2012, 3, 17, 10, 42),\n",
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6797         "    'Vehicle_Reference': 2}],\n",
6798         "  'Date': '16/05/2012',\n",
6799         "  'Datetime': datetime.datetime(2012, 5, 16, 7, 45),\n",
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6821         "  'Time': '07:45',\n",
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6870         "  'Accident_Index': '201243S043072',\n",
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6884         "    'Sex_of_Casualty': 2,\n",
6885         "    'Vehicle_Reference': 2}],\n",
6886         "  'Date': '10/07/2012',\n",
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6893         "  'Latitude': 52.012434,\n",
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6973         "    'Vehicle_Reference': 2}],\n",
6974         "  'Date': '23/08/2012',\n",
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6985         "  'Location_Easting_OSGR': 486020,\n",
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7019         "   {'1st_Point_of_Impact': 1,\n",
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7046         "  'Accident_Index': '201243S117112',\n",
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7062         "   {'Age_Band_of_Casualty': 6,\n",
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7073         "    'Sex_of_Casualty': 2,\n",
7074         "    'Vehicle_Reference': 2}],\n",
7075         "  'Date': '27/11/2012',\n",
7076         "  'Datetime': datetime.datetime(2012, 11, 27, 9, 45),\n",
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7081         "  'LSOA_of_Accident_Location': 'E01016757',\n",
7082         "  'Latitude': 52.012616,\n",
7083         "  'Light_Conditions': 1,\n",
7084         "  'Local_Authority_(District)': 479,\n",
7085         "  'Local_Authority_(Highway)': 'E06000042',\n",
7086         "  'Location_Easting_OSGR': 485790,\n",
7087         "  'Location_Northing_OSGR': 235650,\n",
7088         "  'Longitude': -0.751398,\n",
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7097         "  'Speed_limit': 60,\n",
7098         "  'Time': '09:45',\n",
7099         "  'Urban_or_Rural_Area': 1,\n",
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7120         "   {'1st_Point_of_Impact': 2,\n",
7121         "    'Age_Band_of_Driver': 5,\n",
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7143         " {'1st_Road_Class': 3,\n",
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7145         "  '2nd_Road_Class': 5,\n",
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7147         "  'Accident_Index': '201243S124112',\n",
7148         "  'Accident_Severity': 3,\n",
7149         "  'Carriageway_Hazards': 0,\n",
7150         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
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7160         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
7161         "    'Sex_of_Casualty': 2,\n",
7162         "    'Vehicle_Reference': 2}],\n",
7163         "  'Date': '29/11/2012',\n",
7164         "  'Datetime': datetime.datetime(2012, 11, 29, 8, 50),\n",
7165         "  'Day_of_Week': 5,\n",
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7168         "  'Junction_Detail': 1,\n",
7169         "  'LSOA_of_Accident_Location': 'E01016739',\n",
7170         "  'Latitude': 52.012248,\n",
7171         "  'Light_Conditions': 1,\n",
7172         "  'Local_Authority_(District)': 479,\n",
7173         "  'Local_Authority_(Highway)': 'E06000042',\n",
7174         "  'Location_Easting_OSGR': 485840,\n",
7175         "  'Location_Northing_OSGR': 235610,\n",
7176         "  'Longitude': -0.75068,\n",
7177         "  'Number_of_Casualties': 1,\n",
7178         "  'Number_of_Vehicles': 2,\n",
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7181         "  'Police_Force': 43,\n",
7182         "  'Road_Surface_Conditions': 1,\n",
7183         "  'Road_Type': 6,\n",
7184         "  'Special_Conditions_at_Site': 0,\n",
7185         "  'Speed_limit': 60,\n",
7186         "  'Time': '08:50',\n",
7187         "  'Urban_or_Rural_Area': 1,\n",
7188         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
7189         "    'Age_Band_of_Driver': 6,\n",
7190         "    'Age_of_Vehicle': 4,\n",
7191         "    'Driver_Home_Area_Type': 3,\n",
7192         "    'Driver_IMD_Decile': 7,\n",
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7194         "    'Hit_Object_in_Carriageway': 0,\n",
7195         "    'Hit_Object_off_Carriageway': 0,\n",
7196         "    'Journey_Purpose_of_Driver': 1,\n",
7197         "    'Junction_Location': 1,\n",
7198         "    'Propulsion_Code': 1,\n",
7199         "    'Sex_of_Driver': 2,\n",
7200         "    'Skidding_and_Overturning': 0,\n",
7201         "    'Towing_and_Articulation': 0,\n",
7202         "    'Vehicle_Leaving_Carriageway': 0,\n",
7203         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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7208         "   {'1st_Point_of_Impact': 2,\n",
7209         "    'Age_Band_of_Driver': 6,\n",
7210         "    'Age_of_Vehicle': 7,\n",
7211         "    'Driver_Home_Area_Type': 1,\n",
7212         "    'Driver_IMD_Decile': 4,\n",
7213         "    'Engine_Capacity_(CC)': 3555,\n",
7214         "    'Hit_Object_in_Carriageway': 0,\n",
7215         "    'Hit_Object_off_Carriageway': 0,\n",
7216         "    'Journey_Purpose_of_Driver': 1,\n",
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7219         "    'Sex_of_Driver': 2,\n",
7220         "    'Skidding_and_Overturning': 0,\n",
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7222         "    'Vehicle_Leaving_Carriageway': 0,\n",
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7224         "    'Vehicle_Manoeuvre': 3,\n",
7225         "    'Vehicle_Reference': 2,\n",
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7228         "  'Weather_Conditions': 1,\n",
7229         "  '_id': ObjectId('52a9c98292c4e16686d2b804'),\n",
7230         "  'loc': {'coordinates': [-0.75068, 52.012248], 'type': 'Point'}},\n",
7231         " {'1st_Road_Class': 3,\n",
7232         "  '1st_Road_Number': 421,\n",
7233         "  '2nd_Road_Class': 6,\n",
7234         "  '2nd_Road_Number': 1069,\n",
7235         "  'Accident_Index': '201243S134062',\n",
7236         "  'Accident_Severity': 3,\n",
7237         "  'Carriageway_Hazards': 0,\n",
7238         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
7239         "    'Bus_or_Coach_Passenger': 0,\n",
7240         "    'Car_Passenger': 0,\n",
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7242         "    'Casualty_Home_Area_Type': -1,\n",
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7245         "    'Casualty_Type': 1,\n",
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7247         "    'Pedestrian_Movement': 0,\n",
7248         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
7249         "    'Sex_of_Casualty': 1,\n",
7250         "    'Vehicle_Reference': 2}],\n",
7251         "  'Date': '27/06/2012',\n",
7252         "  'Datetime': datetime.datetime(2012, 6, 27, 2, 23),\n",
7253         "  'Day_of_Week': 4,\n",
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7255         "  'Junction_Control': 4,\n",
7256         "  'Junction_Detail': 3,\n",
7257         "  'LSOA_of_Accident_Location': 'E01016844',\n",
7258         "  'Latitude': 52.014816,\n",
7259         "  'Light_Conditions': 4,\n",
7260         "  'Local_Authority_(District)': 479,\n",
7261         "  'Local_Authority_(Highway)': 'E06000042',\n",
7262         "  'Location_Easting_OSGR': 486090,\n",
7263         "  'Location_Northing_OSGR': 235900,\n",
7264         "  'Longitude': -0.746965,\n",
7265         "  'Number_of_Casualties': 1,\n",
7266         "  'Number_of_Vehicles': 2,\n",
7267         "  'Pedestrian_Crossing-Human_Control': 0,\n",
7268         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
7269         "  'Police_Force': 43,\n",
7270         "  'Road_Surface_Conditions': 1,\n",
7271         "  'Road_Type': 3,\n",
7272         "  'Special_Conditions_at_Site': 0,\n",
7273         "  'Speed_limit': 70,\n",
7274         "  'Time': '02:23',\n",
7275         "  'Urban_or_Rural_Area': 1,\n",
7276         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
7277         "    'Age_Band_of_Driver': 7,\n",
7278         "    'Age_of_Vehicle': 2,\n",
7279         "    'Driver_Home_Area_Type': -1,\n",
7280         "    'Driver_IMD_Decile': -1,\n",
7281         "    'Engine_Capacity_(CC)': 1976,\n",
7282         "    'Hit_Object_in_Carriageway': 0,\n",
7283         "    'Hit_Object_off_Carriageway': 0,\n",
7284         "    'Journey_Purpose_of_Driver': 1,\n",
7285         "    'Junction_Location': 8,\n",
7286         "    'Propulsion_Code': 1,\n",
7287         "    'Sex_of_Driver': 1,\n",
7288         "    'Skidding_and_Overturning': 0,\n",
7289         "    'Towing_and_Articulation': 0,\n",
7290         "    'Vehicle_Leaving_Carriageway': 0,\n",
7291         "    'Vehicle_Location-Restricted_Lane': 0,\n",
7292         "    'Vehicle_Manoeuvre': 4,\n",
7293         "    'Vehicle_Reference': 1,\n",
7294         "    'Vehicle_Type': 9,\n",
7295         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
7296         "   {'1st_Point_of_Impact': 3,\n",
7297         "    'Age_Band_of_Driver': 4,\n",
7298         "    'Age_of_Vehicle': -1,\n",
7299         "    'Driver_Home_Area_Type': -1,\n",
7300         "    'Driver_IMD_Decile': -1,\n",
7301         "    'Engine_Capacity_(CC)': -1,\n",
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7303         "    'Hit_Object_off_Carriageway': 0,\n",
7304         "    'Journey_Purpose_of_Driver': 6,\n",
7305         "    'Junction_Location': 8,\n",
7306         "    'Propulsion_Code': -1,\n",
7307         "    'Sex_of_Driver': 1,\n",
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7309         "    'Towing_and_Articulation': 0,\n",
7310         "    'Vehicle_Leaving_Carriageway': 0,\n",
7311         "    'Vehicle_Location-Restricted_Lane': 0,\n",
7312         "    'Vehicle_Manoeuvre': 18,\n",
7313         "    'Vehicle_Reference': 2,\n",
7314         "    'Vehicle_Type': 1,\n",
7315         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
7316         "  'Weather_Conditions': 1,\n",
7317         "  '_id': ObjectId('52a9c98292c4e16686d2b827'),\n",
7318         "  'loc': {'coordinates': [-0.746965, 52.014816], 'type': 'Point'}},\n",
7319         " {'1st_Road_Class': 5,\n",
7320         "  '1st_Road_Number': 129,\n",
7321         "  '2nd_Road_Class': 6,\n",
7322         "  '2nd_Road_Number': 1043,\n",
7323         "  'Accident_Index': '201243S043022',\n",
7324         "  'Accident_Severity': 3,\n",
7325         "  'Carriageway_Hazards': 0,\n",
7326         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
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7328         "    'Car_Passenger': 0,\n",
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7332         "    'Casualty_Severity': 3,\n",
7333         "    'Casualty_Type': 9,\n",
7334         "    'Pedestrian_Location': 0,\n",
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7336         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
7337         "    'Sex_of_Casualty': 2,\n",
7338         "    'Vehicle_Reference': 1},\n",
7339         "   {'Age_Band_of_Casualty': 6,\n",
7340         "    'Bus_or_Coach_Passenger': 0,\n",
7341         "    'Car_Passenger': 0,\n",
7342         "    'Casualty_Class': 1,\n",
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7344         "    'Casualty_Reference': 2,\n",
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7346         "    'Casualty_Type': 9,\n",
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7349         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
7350         "    'Sex_of_Casualty': 1,\n",
7351         "    'Vehicle_Reference': 2}],\n",
7352         "  'Date': '13/02/2012',\n",
7353         "  'Datetime': datetime.datetime(2012, 2, 13, 18, 19),\n",
7354         "  'Day_of_Week': 2,\n",
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7356         "  'Junction_Control': 4,\n",
7357         "  'Junction_Detail': 3,\n",
7358         "  'LSOA_of_Accident_Location': 'E01016757',\n",
7359         "  'Latitude': 52.01447,\n",
7360         "  'Light_Conditions': 4,\n",
7361         "  'Local_Authority_(District)': 479,\n",
7362         "  'Local_Authority_(Highway)': 'E06000042',\n",
7363         "  'Location_Easting_OSGR': 485420,\n",
7364         "  'Location_Northing_OSGR': 235850,\n",
7365         "  'Longitude': -0.756738,\n",
7366         "  'Number_of_Casualties': 2,\n",
7367         "  'Number_of_Vehicles': 2,\n",
7368         "  'Pedestrian_Crossing-Human_Control': 0,\n",
7369         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
7370         "  'Police_Force': 43,\n",
7371         "  'Road_Surface_Conditions': 2,\n",
7372         "  'Road_Type': 6,\n",
7373         "  'Special_Conditions_at_Site': 0,\n",
7374         "  'Speed_limit': 60,\n",
7375         "  'Time': '18:19',\n",
7376         "  'Urban_or_Rural_Area': 2,\n",
7377         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
7378         "    'Age_Band_of_Driver': 6,\n",
7379         "    'Age_of_Vehicle': 13,\n",
7380         "    'Driver_Home_Area_Type': 1,\n",
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7382         "    'Engine_Capacity_(CC)': 1598,\n",
7383         "    'Hit_Object_in_Carriageway': 0,\n",
7384         "    'Hit_Object_off_Carriageway': 0,\n",
7385         "    'Journey_Purpose_of_Driver': 2,\n",
7386         "    'Junction_Location': 8,\n",
7387         "    'Propulsion_Code': 1,\n",
7388         "    'Sex_of_Driver': 2,\n",
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7390         "    'Towing_and_Articulation': 0,\n",
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7392         "    'Vehicle_Location-Restricted_Lane': 0,\n",
7393         "    'Vehicle_Manoeuvre': 9,\n",
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7396         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
7397         "   {'1st_Point_of_Impact': 1,\n",
7398         "    'Age_Band_of_Driver': 6,\n",
7399         "    'Age_of_Vehicle': 10,\n",
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7401         "    'Driver_IMD_Decile': 9,\n",
7402         "    'Engine_Capacity_(CC)': 1199,\n",
7403         "    'Hit_Object_in_Carriageway': 0,\n",
7404         "    'Hit_Object_off_Carriageway': 0,\n",
7405         "    'Journey_Purpose_of_Driver': 6,\n",
7406         "    'Junction_Location': 1,\n",
7407         "    'Propulsion_Code': 1,\n",
7408         "    'Sex_of_Driver': 1,\n",
7409         "    'Skidding_and_Overturning': 0,\n",
7410         "    'Towing_and_Articulation': 0,\n",
7411         "    'Vehicle_Leaving_Carriageway': 0,\n",
7412         "    'Vehicle_Location-Restricted_Lane': 0,\n",
7413         "    'Vehicle_Manoeuvre': 18,\n",
7414         "    'Vehicle_Reference': 2,\n",
7415         "    'Vehicle_Type': 9,\n",
7416         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
7417         "  'Weather_Conditions': 2,\n",
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7419         "  'loc': {'coordinates': [-0.756738, 52.01447], 'type': 'Point'}},\n",
7420         " {'1st_Road_Class': 5,\n",
7421         "  '1st_Road_Number': 129,\n",
7422         "  '2nd_Road_Class': -1,\n",
7423         "  '2nd_Road_Number': -1,\n",
7424         "  'Accident_Index': '201243S014032',\n",
7425         "  'Accident_Severity': 3,\n",
7426         "  'Carriageway_Hazards': 0,\n",
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7438         "    'Sex_of_Casualty': 2,\n",
7439         "    'Vehicle_Reference': 1},\n",
7440         "   {'Age_Band_of_Casualty': 4,\n",
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7442         "    'Car_Passenger': 0,\n",
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7445         "    'Casualty_Reference': 1,\n",
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7447         "    'Casualty_Type': 9,\n",
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7450         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
7451         "    'Sex_of_Casualty': 2,\n",
7452         "    'Vehicle_Reference': 2}],\n",
7453         "  'Date': '05/03/2012',\n",
7454         "  'Datetime': datetime.datetime(2012, 3, 5, 20, 34),\n",
7455         "  'Day_of_Week': 2,\n",
7456         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
7457         "  'Junction_Control': 4,\n",
7458         "  'Junction_Detail': 8,\n",
7459         "  'LSOA_of_Accident_Location': 'E01016757',\n",
7460         "  'Latitude': 52.014467,\n",
7461         "  'Light_Conditions': 4,\n",
7462         "  'Local_Authority_(District)': 479,\n",
7463         "  'Local_Authority_(Highway)': 'E06000042',\n",
7464         "  'Location_Easting_OSGR': 485440,\n",
7465         "  'Location_Northing_OSGR': 235850,\n",
7466         "  'Longitude': -0.756446,\n",
7467         "  'Number_of_Casualties': 2,\n",
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7470         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
7471         "  'Police_Force': 43,\n",
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7473         "  'Road_Type': 6,\n",
7474         "  'Special_Conditions_at_Site': 0,\n",
7475         "  'Speed_limit': 60,\n",
7476         "  'Time': '20:34',\n",
7477         "  'Urban_or_Rural_Area': 2,\n",
7478         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
7479         "    'Age_Band_of_Driver': 10,\n",
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7485         "    'Hit_Object_off_Carriageway': 0,\n",
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7488         "    'Propulsion_Code': 1,\n",
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7490         "    'Skidding_and_Overturning': 0,\n",
7491         "    'Towing_and_Articulation': 0,\n",
7492         "    'Vehicle_Leaving_Carriageway': 0,\n",
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7498         "   {'1st_Point_of_Impact': 1,\n",
7499         "    'Age_Band_of_Driver': 4,\n",
7500         "    'Age_of_Vehicle': 11,\n",
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7503         "    'Engine_Capacity_(CC)': 973,\n",
7504         "    'Hit_Object_in_Carriageway': 0,\n",
7505         "    'Hit_Object_off_Carriageway': 0,\n",
7506         "    'Journey_Purpose_of_Driver': 6,\n",
7507         "    'Junction_Location': 1,\n",
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7520         "  'loc': {'coordinates': [-0.756446, 52.014467], 'type': 'Point'}},\n",
7521         " {'1st_Road_Class': 5,\n",
7522         "  '1st_Road_Number': 129,\n",
7523         "  '2nd_Road_Class': 6,\n",
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7525         "  'Accident_Index': '201243S049032',\n",
7526         "  'Accident_Severity': 3,\n",
7527         "  'Carriageway_Hazards': 0,\n",
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7538         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
7539         "    'Sex_of_Casualty': 1,\n",
7540         "    'Vehicle_Reference': 2}],\n",
7541         "  'Date': '09/03/2012',\n",
7542         "  'Datetime': datetime.datetime(2012, 3, 9, 8, 50),\n",
7543         "  'Day_of_Week': 6,\n",
7544         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
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7546         "  'Junction_Detail': 3,\n",
7547         "  'LSOA_of_Accident_Location': 'E01016757',\n",
7548         "  'Latitude': 52.01447,\n",
7549         "  'Light_Conditions': 1,\n",
7550         "  'Local_Authority_(District)': 479,\n",
7551         "  'Local_Authority_(Highway)': 'E06000042',\n",
7552         "  'Location_Easting_OSGR': 485420,\n",
7553         "  'Location_Northing_OSGR': 235850,\n",
7554         "  'Longitude': -0.756738,\n",
7555         "  'Number_of_Casualties': 1,\n",
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7559         "  'Police_Force': 43,\n",
7560         "  'Road_Surface_Conditions': 1,\n",
7561         "  'Road_Type': 6,\n",
7562         "  'Special_Conditions_at_Site': 0,\n",
7563         "  'Speed_limit': 60,\n",
7564         "  'Time': '08:50',\n",
7565         "  'Urban_or_Rural_Area': 2,\n",
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7567         "    'Age_Band_of_Driver': -1,\n",
7568         "    'Age_of_Vehicle': 4,\n",
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7572         "    'Hit_Object_in_Carriageway': 0,\n",
7573         "    'Hit_Object_off_Carriageway': 0,\n",
7574         "    'Journey_Purpose_of_Driver': 6,\n",
7575         "    'Junction_Location': 1,\n",
7576         "    'Propulsion_Code': 1,\n",
7577         "    'Sex_of_Driver': 1,\n",
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7579         "    'Towing_and_Articulation': 0,\n",
7580         "    'Vehicle_Leaving_Carriageway': 0,\n",
7581         "    'Vehicle_Location-Restricted_Lane': 0,\n",
7582         "    'Vehicle_Manoeuvre': 18,\n",
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7586         "   {'1st_Point_of_Impact': 2,\n",
7587         "    'Age_Band_of_Driver': 8,\n",
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7592         "    'Hit_Object_in_Carriageway': 0,\n",
7593         "    'Hit_Object_off_Carriageway': 0,\n",
7594         "    'Journey_Purpose_of_Driver': 6,\n",
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7598         "    'Skidding_and_Overturning': 0,\n",
7599         "    'Towing_and_Articulation': 0,\n",
7600         "    'Vehicle_Leaving_Carriageway': 0,\n",
7601         "    'Vehicle_Location-Restricted_Lane': 0,\n",
7602         "    'Vehicle_Manoeuvre': 8,\n",
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7604         "    'Vehicle_Type': 9,\n",
7605         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
7606         "  'Weather_Conditions': 1,\n",
7607         "  '_id': ObjectId('52a9c98292c4e16686d2b68a'),\n",
7608         "  'loc': {'coordinates': [-0.756738, 52.01447], 'type': 'Point'}},\n",
7609         " {'1st_Road_Class': 5,\n",
7610         "  '1st_Road_Number': 129,\n",
7611         "  '2nd_Road_Class': -1,\n",
7612         "  '2nd_Road_Number': 0,\n",
7613         "  'Accident_Index': '201243S088062',\n",
7614         "  'Accident_Severity': 3,\n",
7615         "  'Carriageway_Hazards': 0,\n",
7616         "  'Casualties': [{'Age_Band_of_Casualty': 9,\n",
7617         "    'Bus_or_Coach_Passenger': 0,\n",
7618         "    'Car_Passenger': 0,\n",
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7620         "    'Casualty_Home_Area_Type': 1,\n",
7621         "    'Casualty_Reference': 1,\n",
7622         "    'Casualty_Severity': 3,\n",
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7624         "    'Pedestrian_Location': 0,\n",
7625         "    'Pedestrian_Movement': 0,\n",
7626         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
7627         "    'Sex_of_Casualty': 2,\n",
7628         "    'Vehicle_Reference': 2},\n",
7629         "   {'Age_Band_of_Casualty': 7,\n",
7630         "    'Bus_or_Coach_Passenger': 0,\n",
7631         "    'Car_Passenger': 0,\n",
7632         "    'Casualty_Class': 1,\n",
7633         "    'Casualty_Home_Area_Type': 1,\n",
7634         "    'Casualty_Reference': 2,\n",
7635         "    'Casualty_Severity': 3,\n",
7636         "    'Casualty_Type': 9,\n",
7637         "    'Pedestrian_Location': 0,\n",
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7639         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
7640         "    'Sex_of_Casualty': 2,\n",
7641         "    'Vehicle_Reference': 3}],\n",
7642         "  'Date': '22/06/2012',\n",
7643         "  'Datetime': datetime.datetime(2012, 6, 22, 16, 15),\n",
7644         "  'Day_of_Week': 6,\n",
7645         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
7646         "  'Junction_Control': -1,\n",
7647         "  'Junction_Detail': 0,\n",
7648         "  'LSOA_of_Accident_Location': 'E01016757',\n",
7649         "  'Latitude': 52.014002,\n",
7650         "  'Light_Conditions': 1,\n",
7651         "  'Local_Authority_(District)': 479,\n",
7652         "  'Local_Authority_(Highway)': 'E06000042',\n",
7653         "  'Location_Easting_OSGR': 485540,\n",
7654         "  'Location_Northing_OSGR': 235800,\n",
7655         "  'Longitude': -0.755002,\n",
7656         "  'Number_of_Casualties': 2,\n",
7657         "  'Number_of_Vehicles': 3,\n",
7658         "  'Pedestrian_Crossing-Human_Control': 0,\n",
7659         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
7660         "  'Police_Force': 43,\n",
7661         "  'Road_Surface_Conditions': 1,\n",
7662         "  'Road_Type': 6,\n",
7663         "  'Special_Conditions_at_Site': 0,\n",
7664         "  'Speed_limit': 60,\n",
7665         "  'Time': '16:15',\n",
7666         "  'Urban_or_Rural_Area': 2,\n",
7667         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
7668         "    'Age_Band_of_Driver': 5,\n",
7669         "    'Age_of_Vehicle': 9,\n",
7670         "    'Driver_Home_Area_Type': 1,\n",
7671         "    'Driver_IMD_Decile': 9,\n",
7672         "    'Engine_Capacity_(CC)': 2792,\n",
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7674         "    'Hit_Object_off_Carriageway': 0,\n",
7675         "    'Journey_Purpose_of_Driver': 2,\n",
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7678         "    'Sex_of_Driver': 1,\n",
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7680         "    'Towing_and_Articulation': 0,\n",
7681         "    'Vehicle_Leaving_Carriageway': 0,\n",
7682         "    'Vehicle_Location-Restricted_Lane': 0,\n",
7683         "    'Vehicle_Manoeuvre': 4,\n",
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7685         "    'Vehicle_Type': 9,\n",
7686         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
7687         "   {'1st_Point_of_Impact': 2,\n",
7688         "    'Age_Band_of_Driver': 9,\n",
7689         "    'Age_of_Vehicle': 2,\n",
7690         "    'Driver_Home_Area_Type': 1,\n",
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7692         "    'Engine_Capacity_(CC)': 1956,\n",
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7694         "    'Hit_Object_off_Carriageway': 0,\n",
7695         "    'Journey_Purpose_of_Driver': 2,\n",
7696         "    'Junction_Location': 0,\n",
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7698         "    'Sex_of_Driver': 2,\n",
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7701         "    'Vehicle_Leaving_Carriageway': 0,\n",
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7705         "    'Vehicle_Type': 9,\n",
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7707         "   {'1st_Point_of_Impact': 2,\n",
7708         "    'Age_Band_of_Driver': 7,\n",
7709         "    'Age_of_Vehicle': 8,\n",
7710         "    'Driver_Home_Area_Type': 1,\n",
7711         "    'Driver_IMD_Decile': 4,\n",
7712         "    'Engine_Capacity_(CC)': 1360,\n",
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7714         "    'Hit_Object_off_Carriageway': 0,\n",
7715         "    'Journey_Purpose_of_Driver': 2,\n",
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7718         "    'Sex_of_Driver': 2,\n",
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7720         "    'Towing_and_Articulation': 0,\n",
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7723         "    'Vehicle_Manoeuvre': 4,\n",
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7725         "    'Vehicle_Type': 9,\n",
7726         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
7727         "  'Weather_Conditions': 1,\n",
7728         "  '_id': ObjectId('52a9c98292c4e16686d2b744'),\n",
7729         "  'loc': {'coordinates': [-0.755002, 52.014002], 'type': 'Point'}},\n",
7730         " {'1st_Road_Class': 5,\n",
7731         "  '1st_Road_Number': 129,\n",
7732         "  '2nd_Road_Class': 6,\n",
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7734         "  'Accident_Index': '201243S075072',\n",
7735         "  'Accident_Severity': 3,\n",
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7743         "    'Casualty_Severity': 3,\n",
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7747         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
7748         "    'Sex_of_Casualty': 1,\n",
7749         "    'Vehicle_Reference': 1},\n",
7750         "   {'Age_Band_of_Casualty': 7,\n",
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7752         "    'Car_Passenger': 0,\n",
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7760         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
7761         "    'Sex_of_Casualty': 1,\n",
7762         "    'Vehicle_Reference': 2}],\n",
7763         "  'Date': '16/07/2012',\n",
7764         "  'Datetime': datetime.datetime(2012, 7, 16, 9, 57),\n",
7765         "  'Day_of_Week': 2,\n",
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7768         "  'Junction_Detail': 3,\n",
7769         "  'LSOA_of_Accident_Location': 'E01016757',\n",
7770         "  'Latitude': 52.014283,\n",
7771         "  'Light_Conditions': 1,\n",
7772         "  'Local_Authority_(District)': 479,\n",
7773         "  'Local_Authority_(Highway)': 'E06000042',\n",
7774         "  'Location_Easting_OSGR': 485470,\n",
7775         "  'Location_Northing_OSGR': 235830,\n",
7776         "  'Longitude': -0.756014,\n",
7777         "  'Number_of_Casualties': 2,\n",
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7779         "  'Pedestrian_Crossing-Human_Control': 0,\n",
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7781         "  'Police_Force': 43,\n",
7782         "  'Road_Surface_Conditions': 2,\n",
7783         "  'Road_Type': 6,\n",
7784         "  'Special_Conditions_at_Site': 0,\n",
7785         "  'Speed_limit': 60,\n",
7786         "  'Time': '09:57',\n",
7787         "  'Urban_or_Rural_Area': 2,\n",
7788         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
7789         "    'Age_Band_of_Driver': 6,\n",
7790         "    'Age_of_Vehicle': 10,\n",
7791         "    'Driver_Home_Area_Type': 1,\n",
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7794         "    'Hit_Object_in_Carriageway': 0,\n",
7795         "    'Hit_Object_off_Carriageway': 0,\n",
7796         "    'Journey_Purpose_of_Driver': 2,\n",
7797         "    'Junction_Location': 8,\n",
7798         "    'Propulsion_Code': 2,\n",
7799         "    'Sex_of_Driver': 1,\n",
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7801         "    'Towing_and_Articulation': 0,\n",
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7808         "   {'1st_Point_of_Impact': 1,\n",
7809         "    'Age_Band_of_Driver': 7,\n",
7810         "    'Age_of_Vehicle': 11,\n",
7811         "    'Driver_Home_Area_Type': 1,\n",
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7813         "    'Engine_Capacity_(CC)': 1497,\n",
7814         "    'Hit_Object_in_Carriageway': 0,\n",
7815         "    'Hit_Object_off_Carriageway': 0,\n",
7816         "    'Journey_Purpose_of_Driver': 2,\n",
7817         "    'Junction_Location': 1,\n",
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7819         "    'Sex_of_Driver': 1,\n",
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7821         "    'Towing_and_Articulation': 0,\n",
7822         "    'Vehicle_Leaving_Carriageway': 0,\n",
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7831         " {'1st_Road_Class': 5,\n",
7832         "  '1st_Road_Number': 129,\n",
7833         "  '2nd_Road_Class': 6,\n",
7834         "  '2nd_Road_Number': 1043,\n",
7835         "  'Accident_Index': '201243S122112',\n",
7836         "  'Accident_Severity': 3,\n",
7837         "  'Carriageway_Hazards': 0,\n",
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7840         "    'Car_Passenger': 0,\n",
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7844         "    'Casualty_Severity': 3,\n",
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7848         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
7849         "    'Sex_of_Casualty': 1,\n",
7850         "    'Vehicle_Reference': 2}],\n",
7851         "  'Date': '27/11/2012',\n",
7852         "  'Datetime': datetime.datetime(2012, 11, 27, 19, 20),\n",
7853         "  'Day_of_Week': 3,\n",
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7856         "  'Junction_Detail': 3,\n",
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7858         "  'Latitude': 52.014562,\n",
7859         "  'Light_Conditions': 4,\n",
7860         "  'Local_Authority_(District)': 479,\n",
7861         "  'Local_Authority_(Highway)': 'E06000042',\n",
7862         "  'Location_Easting_OSGR': 485410,\n",
7863         "  'Location_Northing_OSGR': 235860,\n",
7864         "  'Longitude': -0.756881,\n",
7865         "  'Number_of_Casualties': 1,\n",
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7867         "  'Pedestrian_Crossing-Human_Control': 0,\n",
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7870         "  'Road_Surface_Conditions': 2,\n",
7871         "  'Road_Type': 6,\n",
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7873         "  'Speed_limit': 60,\n",
7874         "  'Time': '19:20',\n",
7875         "  'Urban_or_Rural_Area': 2,\n",
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7877         "    'Age_Band_of_Driver': 7,\n",
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7880         "    'Driver_IMD_Decile': 9,\n",
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7882         "    'Hit_Object_in_Carriageway': 0,\n",
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7904         "    'Journey_Purpose_of_Driver': 6,\n",
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7913         "    'Vehicle_Reference': 2,\n",
7914         "    'Vehicle_Type': 1,\n",
7915         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
7916         "  'Weather_Conditions': 1,\n",
7917         "  '_id': ObjectId('52a9c98292c4e16686d2b7f7'),\n",
7918         "  'loc': {'coordinates': [-0.756881, 52.014562], 'type': 'Point'}},\n",
7919         " {'1st_Road_Class': 5,\n",
7920         "  '1st_Road_Number': 129,\n",
7921         "  '2nd_Road_Class': 6,\n",
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7923         "  'Accident_Index': '201243S094122',\n",
7924         "  'Accident_Severity': 3,\n",
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7949         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
7950         "    'Sex_of_Casualty': 1,\n",
7951         "    'Vehicle_Reference': 2},\n",
7952         "   {'Age_Band_of_Casualty': 5,\n",
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7955         "    'Casualty_Class': 2,\n",
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7963         "    'Sex_of_Casualty': 1,\n",
7964         "    'Vehicle_Reference': 2}],\n",
7965         "  'Date': '19/12/2012',\n",
7966         "  'Datetime': datetime.datetime(2012, 12, 19, 8, 0),\n",
7967         "  'Day_of_Week': 4,\n",
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7971         "  'LSOA_of_Accident_Location': 'E01016757',\n",
7972         "  'Latitude': 52.014522,\n",
7973         "  'Light_Conditions': 1,\n",
7974         "  'Local_Authority_(District)': 479,\n",
7975         "  'Local_Authority_(Highway)': 'E06000042',\n",
7976         "  'Location_Easting_OSGR': 485432,\n",
7977         "  'Location_Northing_OSGR': 235856,\n",
7978         "  'Longitude': -0.756562,\n",
7979         "  'Number_of_Casualties': 3,\n",
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7983         "  'Police_Force': 43,\n",
7984         "  'Road_Surface_Conditions': 1,\n",
7985         "  'Road_Type': 6,\n",
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7987         "  'Speed_limit': 60,\n",
7988         "  'Time': '08:00',\n",
7989         "  'Urban_or_Rural_Area': 2,\n",
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8029         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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8031         "  '_id': ObjectId('52a9c98292c4e16686d2b769'),\n",
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8033         " {'1st_Road_Class': 3,\n",
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8035         "  '2nd_Road_Class': -1,\n",
8036         "  '2nd_Road_Number': 0,\n",
8037         "  'Accident_Index': '201243S092062',\n",
8038         "  'Accident_Severity': 3,\n",
8039         "  'Carriageway_Hazards': 0,\n",
8040         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
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8050         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
8051         "    'Sex_of_Casualty': 2,\n",
8052         "    'Vehicle_Reference': 2}],\n",
8053         "  'Date': '20/06/2012',\n",
8054         "  'Datetime': datetime.datetime(2012, 6, 20, 8, 14),\n",
8055         "  'Day_of_Week': 4,\n",
8056         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
8057         "  'Junction_Control': -1,\n",
8058         "  'Junction_Detail': 0,\n",
8059         "  'LSOA_of_Accident_Location': 'E01016775',\n",
8060         "  'Latitude': 52.013615,\n",
8061         "  'Light_Conditions': 1,\n",
8062         "  'Local_Authority_(District)': 479,\n",
8063         "  'Local_Authority_(Highway)': 'E06000042',\n",
8064         "  'Location_Easting_OSGR': 485720,\n",
8065         "  'Location_Northing_OSGR': 235760,\n",
8066         "  'Longitude': -0.75239,\n",
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8077         "  'Urban_or_Rural_Area': 2,\n",
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8094         "    'Vehicle_Manoeuvre': 12,\n",
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8098         "   {'1st_Point_of_Impact': 4,\n",
8099         "    'Age_Band_of_Driver': 8,\n",
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8121         " {'1st_Road_Class': 6,\n",
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8123         "  '2nd_Road_Class': -1,\n",
8124         "  '2nd_Road_Number': 0,\n",
8125         "  'Accident_Index': '201243S087082',\n",
8126         "  'Accident_Severity': 3,\n",
8127         "  'Carriageway_Hazards': 0,\n",
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8139         "    'Sex_of_Casualty': 2,\n",
8140         "    'Vehicle_Reference': 1}],\n",
8141         "  'Date': '28/08/2012',\n",
8142         "  'Datetime': datetime.datetime(2012, 8, 28, 0, 57),\n",
8143         "  'Day_of_Week': 3,\n",
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8155         "  'Number_of_Casualties': 1,\n",
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8193         "  'Accident_Index': '201243S073072',\n",
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8208         "    'Vehicle_Reference': 1}],\n",
8209         "  'Date': '15/07/2012',\n",
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8217         "  'Light_Conditions': 4,\n",
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8232         "  'Time': '00:01',\n",
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8261         "  'Accident_Index': '201243S107072',\n",
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8263         "  'Carriageway_Hazards': 0,\n",
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8289         "    'Vehicle_Reference': 2}],\n",
8290         "  'Date': '23/07/2012',\n",
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8301         "  'Location_Easting_OSGR': 484820,\n",
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8313         "  'Time': '21:50',\n",
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8360         "  '2nd_Road_Class': 6,\n",
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8362         "  'Accident_Index': '201243S048102',\n",
8363         "  'Accident_Severity': 3,\n",
8364         "  'Carriageway_Hazards': 0,\n",
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8376         "    'Sex_of_Casualty': 2,\n",
8377         "    'Vehicle_Reference': 1},\n",
8378         "   {'Age_Band_of_Casualty': 8,\n",
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8389         "    'Sex_of_Casualty': 2,\n",
8390         "    'Vehicle_Reference': 2}],\n",
8391         "  'Date': '11/10/2012',\n",
8392         "  'Datetime': datetime.datetime(2012, 10, 11, 13, 15),\n",
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8404         "  'Longitude': -0.767367,\n",
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8411         "  'Road_Type': 6,\n",
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8413         "  'Speed_limit': 60,\n",
8414         "  'Time': '13:15',\n",
8415         "  'Urban_or_Rural_Area': 1,\n",
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8491         "    'Vehicle_Reference': 2}],\n",
8492         "  'Date': '20/01/2012',\n",
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8564         "  'Accident_Index': '201243S088052',\n",
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8579         "    'Vehicle_Reference': 2}],\n",
8580         "  'Date': '15/05/2012',\n",
8581         "  'Datetime': datetime.datetime(2012, 5, 15, 21, 49),\n",
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8603         "  'Time': '21:49',\n",
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8652         "  'Accident_Index': '201243S105012',\n",
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8667         "    'Vehicle_Reference': 2}],\n",
8668         "  'Date': '27/01/2012',\n",
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8691         "  'Time': '12:48',\n",
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8782         "   {'Age_Band_of_Casualty': 5,\n",
8783         "    'Bus_or_Coach_Passenger': 0,\n",
8784         "    'Car_Passenger': 2,\n",
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8793         "    'Sex_of_Casualty': 1,\n",
8794         "    'Vehicle_Reference': 2}],\n",
8795         "  'Date': '29/03/2012',\n",
8796         "  'Datetime': datetime.datetime(2012, 3, 29, 22, 5),\n",
8797         "  'Day_of_Week': 5,\n",
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8801         "  'LSOA_of_Accident_Location': 'E01016750',\n",
8802         "  'Latitude': 52.00206,\n",
8803         "  'Light_Conditions': 5,\n",
8804         "  'Local_Authority_(District)': 479,\n",
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8807         "  'Location_Northing_OSGR': 234460,\n",
8808         "  'Longitude': -0.765094,\n",
8809         "  'Number_of_Casualties': 4,\n",
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8815         "  'Road_Type': 3,\n",
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8817         "  'Speed_limit': 70,\n",
8818         "  'Time': '22:05',\n",
8819         "  'Urban_or_Rural_Area': 1,\n",
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8882         "    'Vehicle_Reference': 1}],\n",
8883         "  'Date': '06/07/2012',\n",
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8983         "    'Vehicle_Reference': 1}],\n",
8984         "  'Date': '18/03/2012',\n",
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9052         "  'Date': '23/08/2012',\n",
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9124         "  'Accident_Index': '201243S078062',\n",
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9179         "   {'Age_Band_of_Casualty': 3,\n",
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9192         "   {'Age_Band_of_Casualty': 3,\n",
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9203         "    'Sex_of_Casualty': 2,\n",
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9205         "   {'Age_Band_of_Casualty': 2,\n",
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9210         "    'Casualty_Reference': 7,\n",
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9216         "    'Sex_of_Casualty': 1,\n",
9217         "    'Vehicle_Reference': 2},\n",
9218         "   {'Age_Band_of_Casualty': 6,\n",
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9220         "    'Car_Passenger': 0,\n",
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9229         "    'Sex_of_Casualty': 2,\n",
9230         "    'Vehicle_Reference': 3}],\n",
9231         "  'Date': '19/06/2012',\n",
9232         "  'Datetime': datetime.datetime(2012, 6, 19, 8, 35),\n",
9233         "  'Day_of_Week': 3,\n",
9234         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
9235         "  'Junction_Control': 4,\n",
9236         "  'Junction_Detail': 3,\n",
9237         "  'LSOA_of_Accident_Location': 'E01016779',\n",
9238         "  'Latitude': 52.006938,\n",
9239         "  'Light_Conditions': 1,\n",
9240         "  'Local_Authority_(District)': 479,\n",
9241         "  'Local_Authority_(Highway)': 'E06000042',\n",
9242         "  'Location_Easting_OSGR': 482320,\n",
9243         "  'Location_Northing_OSGR': 234960,\n",
9244         "  'Longitude': -0.802112,\n",
9245         "  'Number_of_Casualties': 8,\n",
9246         "  'Number_of_Vehicles': 3,\n",
9247         "  'Pedestrian_Crossing-Human_Control': 0,\n",
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9249         "  'Police_Force': 43,\n",
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9253         "  'Speed_limit': 60,\n",
9254         "  'Time': '08:35',\n",
9255         "  'Urban_or_Rural_Area': 2,\n",
9256         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
9257         "    'Age_Band_of_Driver': 7,\n",
9258         "    'Age_of_Vehicle': 11,\n",
9259         "    'Driver_Home_Area_Type': 1,\n",
9260         "    'Driver_IMD_Decile': 9,\n",
9261         "    'Engine_Capacity_(CC)': 796,\n",
9262         "    'Hit_Object_in_Carriageway': 0,\n",
9263         "    'Hit_Object_off_Carriageway': 0,\n",
9264         "    'Journey_Purpose_of_Driver': 3,\n",
9265         "    'Junction_Location': 8,\n",
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9267         "    'Sex_of_Driver': 2,\n",
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9270         "    'Vehicle_Leaving_Carriageway': 0,\n",
9271         "    'Vehicle_Location-Restricted_Lane': 0,\n",
9272         "    'Vehicle_Manoeuvre': 9,\n",
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9275         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
9276         "   {'1st_Point_of_Impact': 1,\n",
9277         "    'Age_Band_of_Driver': 6,\n",
9278         "    'Age_of_Vehicle': 8,\n",
9279         "    'Driver_Home_Area_Type': 3,\n",
9280         "    'Driver_IMD_Decile': 10,\n",
9281         "    'Engine_Capacity_(CC)': 1668,\n",
9282         "    'Hit_Object_in_Carriageway': 0,\n",
9283         "    'Hit_Object_off_Carriageway': 0,\n",
9284         "    'Journey_Purpose_of_Driver': 3,\n",
9285         "    'Junction_Location': 1,\n",
9286         "    'Propulsion_Code': 1,\n",
9287         "    'Sex_of_Driver': 2,\n",
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9289         "    'Towing_and_Articulation': 0,\n",
9290         "    'Vehicle_Leaving_Carriageway': 0,\n",
9291         "    'Vehicle_Location-Restricted_Lane': 0,\n",
9292         "    'Vehicle_Manoeuvre': 18,\n",
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9294         "    'Vehicle_Type': 9,\n",
9295         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
9296         "   {'1st_Point_of_Impact': 4,\n",
9297         "    'Age_Band_of_Driver': 6,\n",
9298         "    'Age_of_Vehicle': 11,\n",
9299         "    'Driver_Home_Area_Type': 1,\n",
9300         "    'Driver_IMD_Decile': 8,\n",
9301         "    'Engine_Capacity_(CC)': 1896,\n",
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9303         "    'Hit_Object_off_Carriageway': 0,\n",
9304         "    'Journey_Purpose_of_Driver': 2,\n",
9305         "    'Junction_Location': 1,\n",
9306         "    'Propulsion_Code': 2,\n",
9307         "    'Sex_of_Driver': 2,\n",
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9309         "    'Towing_and_Articulation': 0,\n",
9310         "    'Vehicle_Leaving_Carriageway': 0,\n",
9311         "    'Vehicle_Location-Restricted_Lane': 0,\n",
9312         "    'Vehicle_Manoeuvre': 8,\n",
9313         "    'Vehicle_Reference': 3,\n",
9314         "    'Vehicle_Type': 9,\n",
9315         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
9316         "  'Weather_Conditions': 1,\n",
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9318         "  'loc': {'coordinates': [-0.802112, 52.006938], 'type': 'Point'}},\n",
9319         " {'1st_Road_Class': 5,\n",
9320         "  '1st_Road_Number': 8006,\n",
9321         "  '2nd_Road_Class': 6,\n",
9322         "  '2nd_Road_Number': 1034,\n",
9323         "  'Accident_Index': '201243S068122',\n",
9324         "  'Accident_Severity': 3,\n",
9325         "  'Carriageway_Hazards': 0,\n",
9326         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
9327         "    'Bus_or_Coach_Passenger': 0,\n",
9328         "    'Car_Passenger': 0,\n",
9329         "    'Casualty_Class': 1,\n",
9330         "    'Casualty_Home_Area_Type': 2,\n",
9331         "    'Casualty_Reference': 1,\n",
9332         "    'Casualty_Severity': 3,\n",
9333         "    'Casualty_Type': 9,\n",
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9335         "    'Pedestrian_Movement': 0,\n",
9336         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
9337         "    'Sex_of_Casualty': 1,\n",
9338         "    'Vehicle_Reference': 1}],\n",
9339         "  'Date': '13/12/2012',\n",
9340         "  'Datetime': datetime.datetime(2012, 12, 13, 22, 30),\n",
9341         "  'Day_of_Week': 5,\n",
9342         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
9343         "  'Junction_Control': 4,\n",
9344         "  'Junction_Detail': 3,\n",
9345         "  'LSOA_of_Accident_Location': 'E01016747',\n",
9346         "  'Latitude': 52.006276,\n",
9347         "  'Light_Conditions': 4,\n",
9348         "  'Local_Authority_(District)': 479,\n",
9349         "  'Local_Authority_(Highway)': 'E06000042',\n",
9350         "  'Location_Easting_OSGR': 482303,\n",
9351         "  'Location_Northing_OSGR': 234886,\n",
9352         "  'Longitude': -0.802377,\n",
9353         "  'Number_of_Casualties': 1,\n",
9354         "  'Number_of_Vehicles': 1,\n",
9355         "  'Pedestrian_Crossing-Human_Control': 0,\n",
9356         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
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9358         "  'Road_Surface_Conditions': 2,\n",
9359         "  'Road_Type': 6,\n",
9360         "  'Special_Conditions_at_Site': 0,\n",
9361         "  'Speed_limit': 60,\n",
9362         "  'Time': '22:30',\n",
9363         "  'Urban_or_Rural_Area': 2,\n",
9364         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
9365         "    'Age_Band_of_Driver': 5,\n",
9366         "    'Age_of_Vehicle': 11,\n",
9367         "    'Driver_Home_Area_Type': 2,\n",
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9370         "    'Hit_Object_in_Carriageway': 0,\n",
9371         "    'Hit_Object_off_Carriageway': 2,\n",
9372         "    'Journey_Purpose_of_Driver': 6,\n",
9373         "    'Junction_Location': 1,\n",
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9377         "    'Towing_and_Articulation': 0,\n",
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9379         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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9387         " {'1st_Road_Class': 5,\n",
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9389         "  '2nd_Road_Class': -1,\n",
9390         "  '2nd_Road_Number': 0,\n",
9391         "  'Accident_Index': '201243S114032',\n",
9392         "  'Accident_Severity': 2,\n",
9393         "  'Carriageway_Hazards': 0,\n",
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9395         "    'Bus_or_Coach_Passenger': 0,\n",
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9401         "    'Casualty_Type': 0,\n",
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9404         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
9405         "    'Sex_of_Casualty': 1,\n",
9406         "    'Vehicle_Reference': 1}],\n",
9407         "  'Date': '19/03/2012',\n",
9408         "  'Datetime': datetime.datetime(2012, 3, 19, 14, 48),\n",
9409         "  'Day_of_Week': 2,\n",
9410         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
9411         "  'Junction_Control': -1,\n",
9412         "  'Junction_Detail': 0,\n",
9413         "  'LSOA_of_Accident_Location': 'E01016779',\n",
9414         "  'Latitude': 52.015618,\n",
9415         "  'Light_Conditions': 1,\n",
9416         "  'Local_Authority_(District)': 479,\n",
9417         "  'Local_Authority_(Highway)': 'E06000042',\n",
9418         "  'Location_Easting_OSGR': 481980,\n",
9419         "  'Location_Northing_OSGR': 235920,\n",
9420         "  'Longitude': -0.806835,\n",
9421         "  'Number_of_Casualties': 1,\n",
9422         "  'Number_of_Vehicles': 1,\n",
9423         "  'Pedestrian_Crossing-Human_Control': 0,\n",
9424         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
9425         "  'Police_Force': 43,\n",
9426         "  'Road_Surface_Conditions': 1,\n",
9427         "  'Road_Type': 6,\n",
9428         "  'Special_Conditions_at_Site': 0,\n",
9429         "  'Speed_limit': 60,\n",
9430         "  'Time': '14:48',\n",
9431         "  'Urban_or_Rural_Area': 2,\n",
9432         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
9433         "    'Age_Band_of_Driver': -1,\n",
9434         "    'Age_of_Vehicle': -1,\n",
9435         "    'Driver_Home_Area_Type': -1,\n",
9436         "    'Driver_IMD_Decile': -1,\n",
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9438         "    'Hit_Object_in_Carriageway': 0,\n",
9439         "    'Hit_Object_off_Carriageway': 0,\n",
9440         "    'Journey_Purpose_of_Driver': 6,\n",
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9442         "    'Propulsion_Code': -1,\n",
9443         "    'Sex_of_Driver': 1,\n",
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9445         "    'Towing_and_Articulation': 0,\n",
9446         "    'Vehicle_Leaving_Carriageway': 0,\n",
9447         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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9450         "    'Vehicle_Type': 5,\n",
9451         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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9455         " {'1st_Road_Class': 5,\n",
9456         "  '1st_Road_Number': 9002,\n",
9457         "  '2nd_Road_Class': 6,\n",
9458         "  '2nd_Road_Number': 1034,\n",
9459         "  'Accident_Index': '201243S061062',\n",
9460         "  'Accident_Severity': 3,\n",
9461         "  'Carriageway_Hazards': 0,\n",
9462         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
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9470         "    'Pedestrian_Location': 0,\n",
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9473         "    'Sex_of_Casualty': 1,\n",
9474         "    'Vehicle_Reference': 2},\n",
9475         "   {'Age_Band_of_Casualty': 7,\n",
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9477         "    'Car_Passenger': 0,\n",
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9480         "    'Casualty_Reference': 2,\n",
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9485         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
9486         "    'Sex_of_Casualty': 2,\n",
9487         "    'Vehicle_Reference': 2}],\n",
9488         "  'Date': '15/06/2012',\n",
9489         "  'Datetime': datetime.datetime(2012, 6, 15, 20, 20),\n",
9490         "  'Day_of_Week': 6,\n",
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9493         "  'Junction_Detail': 3,\n",
9494         "  'LSOA_of_Accident_Location': 'E01016779',\n",
9495         "  'Latitude': 52.014983,\n",
9496         "  'Light_Conditions': 1,\n",
9497         "  'Local_Authority_(District)': 479,\n",
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9499         "  'Location_Easting_OSGR': 482020,\n",
9500         "  'Location_Northing_OSGR': 235850,\n",
9501         "  'Longitude': -0.806269,\n",
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9508         "  'Road_Type': 6,\n",
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9510         "  'Speed_limit': 60,\n",
9511         "  'Time': '20:20',\n",
9512         "  'Urban_or_Rural_Area': 2,\n",
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9520         "    'Hit_Object_off_Carriageway': 0,\n",
9521         "    'Journey_Purpose_of_Driver': 1,\n",
9522         "    'Junction_Location': 6,\n",
9523         "    'Propulsion_Code': -1,\n",
9524         "    'Sex_of_Driver': 1,\n",
9525         "    'Skidding_and_Overturning': 0,\n",
9526         "    'Towing_and_Articulation': 0,\n",
9527         "    'Vehicle_Leaving_Carriageway': 0,\n",
9528         "    'Vehicle_Location-Restricted_Lane': 0,\n",
9529         "    'Vehicle_Manoeuvre': 9,\n",
9530         "    'Vehicle_Reference': 1,\n",
9531         "    'Vehicle_Type': 90,\n",
9532         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
9533         "   {'1st_Point_of_Impact': 1,\n",
9534         "    'Age_Band_of_Driver': 7,\n",
9535         "    'Age_of_Vehicle': 3,\n",
9536         "    'Driver_Home_Area_Type': 3,\n",
9537         "    'Driver_IMD_Decile': 10,\n",
9538         "    'Engine_Capacity_(CC)': 1796,\n",
9539         "    'Hit_Object_in_Carriageway': 0,\n",
9540         "    'Hit_Object_off_Carriageway': 0,\n",
9541         "    'Journey_Purpose_of_Driver': 6,\n",
9542         "    'Junction_Location': 1,\n",
9543         "    'Propulsion_Code': 1,\n",
9544         "    'Sex_of_Driver': 2,\n",
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9547         "    'Vehicle_Leaving_Carriageway': 0,\n",
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9549         "    'Vehicle_Manoeuvre': 18,\n",
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9551         "    'Vehicle_Type': 9,\n",
9552         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
9553         "  'Weather_Conditions': 1,\n",
9554         "  '_id': ObjectId('52a9c98292c4e16686d2b6c2'),\n",
9555         "  'loc': {'coordinates': [-0.806269, 52.014983], 'type': 'Point'}},\n",
9556         " {'1st_Road_Class': 5,\n",
9557         "  '1st_Road_Number': 9002,\n",
9558         "  '2nd_Road_Class': 6,\n",
9559         "  '2nd_Road_Number': 1056,\n",
9560         "  'Accident_Index': '201243S059072',\n",
9561         "  'Accident_Severity': 3,\n",
9562         "  'Carriageway_Hazards': 0,\n",
9563         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
9564         "    'Bus_or_Coach_Passenger': 0,\n",
9565         "    'Car_Passenger': 0,\n",
9566         "    'Casualty_Class': 1,\n",
9567         "    'Casualty_Home_Area_Type': 1,\n",
9568         "    'Casualty_Reference': 1,\n",
9569         "    'Casualty_Severity': 3,\n",
9570         "    'Casualty_Type': 9,\n",
9571         "    'Pedestrian_Location': 0,\n",
9572         "    'Pedestrian_Movement': 0,\n",
9573         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
9574         "    'Sex_of_Casualty': 2,\n",
9575         "    'Vehicle_Reference': 2}],\n",
9576         "  'Date': '09/07/2012',\n",
9577         "  'Datetime': datetime.datetime(2012, 7, 9, 18, 28),\n",
9578         "  'Day_of_Week': 2,\n",
9579         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
9580         "  'Junction_Control': 4,\n",
9581         "  'Junction_Detail': 3,\n",
9582         "  'LSOA_of_Accident_Location': 'E01016779',\n",
9583         "  'Latitude': 52.01453,\n",
9584         "  'Light_Conditions': 1,\n",
9585         "  'Local_Authority_(District)': 479,\n",
9586         "  'Local_Authority_(Highway)': 'E06000042',\n",
9587         "  'Location_Easting_OSGR': 482040,\n",
9588         "  'Location_Northing_OSGR': 235800,\n",
9589         "  'Longitude': -0.805989,\n",
9590         "  'Number_of_Casualties': 1,\n",
9591         "  'Number_of_Vehicles': 2,\n",
9592         "  'Pedestrian_Crossing-Human_Control': 0,\n",
9593         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
9594         "  'Police_Force': 43,\n",
9595         "  'Road_Surface_Conditions': 1,\n",
9596         "  'Road_Type': 6,\n",
9597         "  'Special_Conditions_at_Site': 0,\n",
9598         "  'Speed_limit': 60,\n",
9599         "  'Time': '18:28',\n",
9600         "  'Urban_or_Rural_Area': 2,\n",
9601         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
9602         "    'Age_Band_of_Driver': 4,\n",
9603         "    'Age_of_Vehicle': 10,\n",
9604         "    'Driver_Home_Area_Type': 1,\n",
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9607         "    'Hit_Object_in_Carriageway': 0,\n",
9608         "    'Hit_Object_off_Carriageway': 0,\n",
9609         "    'Journey_Purpose_of_Driver': 6,\n",
9610         "    'Junction_Location': 1,\n",
9611         "    'Propulsion_Code': 1,\n",
9612         "    'Sex_of_Driver': 1,\n",
9613         "    'Skidding_and_Overturning': 0,\n",
9614         "    'Towing_and_Articulation': 0,\n",
9615         "    'Vehicle_Leaving_Carriageway': 0,\n",
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9617         "    'Vehicle_Manoeuvre': 18,\n",
9618         "    'Vehicle_Reference': 1,\n",
9619         "    'Vehicle_Type': 9,\n",
9620         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
9621         "   {'1st_Point_of_Impact': 2,\n",
9622         "    'Age_Band_of_Driver': 6,\n",
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9625         "    'Driver_IMD_Decile': 8,\n",
9626         "    'Engine_Capacity_(CC)': 1248,\n",
9627         "    'Hit_Object_in_Carriageway': 0,\n",
9628         "    'Hit_Object_off_Carriageway': 0,\n",
9629         "    'Journey_Purpose_of_Driver': 6,\n",
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9631         "    'Propulsion_Code': 1,\n",
9632         "    'Sex_of_Driver': 2,\n",
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9637         "    'Vehicle_Manoeuvre': 3,\n",
9638         "    'Vehicle_Reference': 2,\n",
9639         "    'Vehicle_Type': 9,\n",
9640         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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9648         "  'Accident_Index': '201243S101032',\n",
9649         "  'Accident_Severity': 3,\n",
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9689         "    'Vehicle_Reference': 3}],\n",
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9810         "    'Vehicle_Reference': 2}],\n",
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9987         "  'Date': '23/04/2012',\n",
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10010         "  'Time': '16:10',\n",
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10251         "  'Date': '24/09/2012',\n",
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10319         "  'Date': '15/03/2012',\n",
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10342         "  'Time': '13:51',\n",
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10364         "   {'1st_Point_of_Impact': 3,\n",
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10391         "  'Accident_Index': '201243S041042',\n",
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10406         "    'Vehicle_Reference': 2}],\n",
10407         "  'Date': '16/04/2012',\n",
10408         "  'Datetime': datetime.datetime(2012, 4, 16, 6, 20),\n",
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10418         "  'Location_Easting_OSGR': 483180,\n",
10419         "  'Location_Northing_OSGR': 234690,\n",
10420         "  'Longitude': -0.789651,\n",
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10424         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
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10426         "  'Road_Surface_Conditions': 1,\n",
10427         "  'Road_Type': 1,\n",
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10429         "  'Speed_limit': 60,\n",
10430         "  'Time': '06:20',\n",
10431         "  'Urban_or_Rural_Area': 2,\n",
10432         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
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10435         "    'Driver_Home_Area_Type': 1,\n",
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10439         "    'Hit_Object_off_Carriageway': 0,\n",
10440         "    'Journey_Purpose_of_Driver': 6,\n",
10441         "    'Junction_Location': 4,\n",
10442         "    'Propulsion_Code': 1,\n",
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10448         "    'Vehicle_Manoeuvre': 18,\n",
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10450         "    'Vehicle_Type': 9,\n",
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10452         "   {'1st_Point_of_Impact': 1,\n",
10453         "    'Age_Band_of_Driver': 6,\n",
10454         "    'Age_of_Vehicle': 7,\n",
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10457         "    'Engine_Capacity_(CC)': 50,\n",
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10459         "    'Hit_Object_off_Carriageway': 0,\n",
10460         "    'Journey_Purpose_of_Driver': 1,\n",
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10470         "    'Vehicle_Type': 3,\n",
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10472         "  'Weather_Conditions': 1,\n",
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10474         "  'loc': {'coordinates': [-0.789651, 52.004383], 'type': 'Point'}},\n",
10475         " {'1st_Road_Class': 6,\n",
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10477         "  '2nd_Road_Class': 6,\n",
10478         "  '2nd_Road_Number': 1034,\n",
10479         "  'Accident_Index': '201243S061052',\n",
10480         "  'Accident_Severity': 3,\n",
10481         "  'Carriageway_Hazards': 0,\n",
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10493         "    'Sex_of_Casualty': 1,\n",
10494         "    'Vehicle_Reference': 2}],\n",
10495         "  'Date': '10/05/2012',\n",
10496         "  'Datetime': datetime.datetime(2012, 5, 10, 14, 30),\n",
10497         "  'Day_of_Week': 5,\n",
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10501         "  'LSOA_of_Accident_Location': 'E01016753',\n",
10502         "  'Latitude': 52.005224,\n",
10503         "  'Light_Conditions': 1,\n",
10504         "  'Local_Authority_(District)': 479,\n",
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10506         "  'Location_Easting_OSGR': 482970,\n",
10507         "  'Location_Northing_OSGR': 234780,\n",
10508         "  'Longitude': -0.792688,\n",
10509         "  'Number_of_Casualties': 1,\n",
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10518         "  'Time': '14:30',\n",
10519         "  'Urban_or_Rural_Area': 2,\n",
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10540         "   {'1st_Point_of_Impact': 1,\n",
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10560         "   {'1st_Point_of_Impact': 1,\n",
10561         "    'Age_Band_of_Driver': 8,\n",
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10563         "    'Driver_Home_Area_Type': 3,\n",
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10567         "    'Hit_Object_off_Carriageway': 0,\n",
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10582         "  'loc': {'coordinates': [-0.792688, 52.005224], 'type': 'Point'}},\n",
10583         " {'1st_Road_Class': 5,\n",
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10585         "  '2nd_Road_Class': 6,\n",
10586         "  '2nd_Road_Number': 1034,\n",
10587         "  'Accident_Index': '201243S096052',\n",
10588         "  'Accident_Severity': 3,\n",
10589         "  'Carriageway_Hazards': 0,\n",
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10601         "    'Sex_of_Casualty': 2,\n",
10602         "    'Vehicle_Reference': 2}],\n",
10603         "  'Date': '17/05/2012',\n",
10604         "  'Datetime': datetime.datetime(2012, 5, 17, 18, 40),\n",
10605         "  'Day_of_Week': 5,\n",
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10608         "  'Junction_Detail': 3,\n",
10609         "  'LSOA_of_Accident_Location': 'E01016749',\n",
10610         "  'Latitude': 52.003155,\n",
10611         "  'Light_Conditions': 1,\n",
10612         "  'Local_Authority_(District)': 479,\n",
10613         "  'Local_Authority_(Highway)': 'E06000042',\n",
10614         "  'Location_Easting_OSGR': 482980,\n",
10615         "  'Location_Northing_OSGR': 234550,\n",
10616         "  'Longitude': -0.792598,\n",
10617         "  'Number_of_Casualties': 1,\n",
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10623         "  'Road_Type': 6,\n",
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10625         "  'Speed_limit': 30,\n",
10626         "  'Time': '18:40',\n",
10627         "  'Urban_or_Rural_Area': 2,\n",
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10648         "   {'1st_Point_of_Impact': 2,\n",
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10668         "  'Weather_Conditions': 1,\n",
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10671         " {'1st_Road_Class': 6,\n",
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10673         "  '2nd_Road_Class': -1,\n",
10674         "  '2nd_Road_Number': 0,\n",
10675         "  'Accident_Index': '201243S129072',\n",
10676         "  'Accident_Severity': 3,\n",
10677         "  'Carriageway_Hazards': 0,\n",
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10680         "    'Car_Passenger': 0,\n",
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10688         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
10689         "    'Sex_of_Casualty': 2,\n",
10690         "    'Vehicle_Reference': 2}],\n",
10691         "  'Date': '28/07/2012',\n",
10692         "  'Datetime': datetime.datetime(2012, 7, 28, 18, 50),\n",
10693         "  'Day_of_Week': 7,\n",
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10696         "  'Junction_Detail': 0,\n",
10697         "  'LSOA_of_Accident_Location': 'E01016753',\n",
10698         "  'Latitude': 52.006037,\n",
10699         "  'Light_Conditions': 1,\n",
10700         "  'Local_Authority_(District)': 479,\n",
10701         "  'Local_Authority_(Highway)': 'E06000042',\n",
10702         "  'Location_Easting_OSGR': 482940,\n",
10703         "  'Location_Northing_OSGR': 234870,\n",
10704         "  'Longitude': -0.793103,\n",
10705         "  'Number_of_Casualties': 1,\n",
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10711         "  'Road_Type': 6,\n",
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10713         "  'Speed_limit': 30,\n",
10714         "  'Time': '18:50',\n",
10715         "  'Urban_or_Rural_Area': 2,\n",
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10717         "    'Age_Band_of_Driver': 6,\n",
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10722         "    'Hit_Object_in_Carriageway': 0,\n",
10723         "    'Hit_Object_off_Carriageway': 0,\n",
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10727         "    'Sex_of_Driver': 1,\n",
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10730         "    'Vehicle_Leaving_Carriageway': 0,\n",
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10739         "    'Driver_Home_Area_Type': 2,\n",
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10743         "    'Hit_Object_off_Carriageway': 0,\n",
10744         "    'Journey_Purpose_of_Driver': 1,\n",
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10746         "    'Propulsion_Code': 2,\n",
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10749         "    'Towing_and_Articulation': 0,\n",
10750         "    'Vehicle_Leaving_Carriageway': 0,\n",
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10752         "    'Vehicle_Manoeuvre': 17,\n",
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10756         "   {'1st_Point_of_Impact': 1,\n",
10757         "    'Age_Band_of_Driver': 6,\n",
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10760         "    'Driver_IMD_Decile': -1,\n",
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10762         "    'Hit_Object_in_Carriageway': 0,\n",
10763         "    'Hit_Object_off_Carriageway': 0,\n",
10764         "    'Journey_Purpose_of_Driver': 1,\n",
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10772         "    'Vehicle_Manoeuvre': 17,\n",
10773         "    'Vehicle_Reference': 3,\n",
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10775         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
10776         "  'Weather_Conditions': 1,\n",
10777         "  '_id': ObjectId('52a9c98292c4e16686d2b815'),\n",
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10779         " {'1st_Road_Class': 5,\n",
10780         "  '1st_Road_Number': 8007,\n",
10781         "  '2nd_Road_Class': 6,\n",
10782         "  '2nd_Road_Number': 1034,\n",
10783         "  'Accident_Index': '201243S082112',\n",
10784         "  'Accident_Severity': 3,\n",
10785         "  'Carriageway_Hazards': 0,\n",
10786         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
10787         "    'Bus_or_Coach_Passenger': 0,\n",
10788         "    'Car_Passenger': 0,\n",
10789         "    'Casualty_Class': 1,\n",
10790         "    'Casualty_Home_Area_Type': 3,\n",
10791         "    'Casualty_Reference': 1,\n",
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10793         "    'Casualty_Type': 9,\n",
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10795         "    'Pedestrian_Movement': 0,\n",
10796         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
10797         "    'Sex_of_Casualty': 2,\n",
10798         "    'Vehicle_Reference': 1}],\n",
10799         "  'Date': '20/11/2012',\n",
10800         "  'Datetime': datetime.datetime(2012, 11, 20, 18, 0),\n",
10801         "  'Day_of_Week': 3,\n",
10802         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
10803         "  'Junction_Control': 4,\n",
10804         "  'Junction_Detail': 3,\n",
10805         "  'LSOA_of_Accident_Location': 'E01016749',\n",
10806         "  'Latitude': 52.003156,\n",
10807         "  'Light_Conditions': 4,\n",
10808         "  'Local_Authority_(District)': 479,\n",
10809         "  'Local_Authority_(Highway)': 'E06000042',\n",
10810         "  'Location_Easting_OSGR': 482970,\n",
10811         "  'Location_Northing_OSGR': 234550,\n",
10812         "  'Longitude': -0.792744,\n",
10813         "  'Number_of_Casualties': 1,\n",
10814         "  'Number_of_Vehicles': 3,\n",
10815         "  'Pedestrian_Crossing-Human_Control': 0,\n",
10816         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
10817         "  'Police_Force': 43,\n",
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10883         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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10887         " {'1st_Road_Class': 5,\n",
10888         "  '1st_Road_Number': 8007,\n",
10889         "  '2nd_Road_Class': 6,\n",
10890         "  '2nd_Road_Number': 1034,\n",
10891         "  'Accident_Index': '201243S016082',\n",
10892         "  'Accident_Severity': 2,\n",
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10907         "   {'Age_Band_of_Casualty': 8,\n",
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10918         "    'Sex_of_Casualty': 2,\n",
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10920         "   {'Age_Band_of_Casualty': 5,\n",
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10931         "    'Sex_of_Casualty': 2,\n",
10932         "    'Vehicle_Reference': 2}],\n",
10933         "  'Date': '04/08/2012',\n",
10934         "  'Datetime': datetime.datetime(2012, 8, 4, 11, 42),\n",
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10942         "  'Local_Authority_(District)': 479,\n",
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11001         " {'1st_Road_Class': 6,\n",
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11003         "  '2nd_Road_Class': 6,\n",
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11005         "  'Accident_Index': '201243S022032',\n",
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11020         "    'Vehicle_Reference': 1}],\n",
11021         "  'Date': '06/03/2012',\n",
11022         "  'Datetime': datetime.datetime(2012, 3, 6, 15, 50),\n",
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11044         "  'Time': '15:50',\n",
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11073         "  'Accident_Index': '201243S028092',\n",
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11087         "    'Sex_of_Casualty': 2,\n",
11088         "    'Vehicle_Reference': 2}],\n",
11089         "  'Date': '07/09/2012',\n",
11090         "  'Datetime': datetime.datetime(2012, 9, 7, 10, 10),\n",
11091         "  'Day_of_Week': 6,\n",
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11095         "  'LSOA_of_Accident_Location': 'E01016751',\n",
11096         "  'Latitude': 51.998006,\n",
11097         "  'Light_Conditions': 1,\n",
11098         "  'Local_Authority_(District)': 479,\n",
11099         "  'Local_Authority_(Highway)': 'E06000042',\n",
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11101         "  'Location_Northing_OSGR': 234000,\n",
11102         "  'Longitude': -0.772926,\n",
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11107         "  'Police_Force': 43,\n",
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11109         "  'Road_Type': 3,\n",
11110         "  'Special_Conditions_at_Site': 0,\n",
11111         "  'Speed_limit': 70,\n",
11112         "  'Time': '10:10',\n",
11113         "  'Urban_or_Rural_Area': 1,\n",
11114         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
11115         "    'Age_Band_of_Driver': 11,\n",
11116         "    'Age_of_Vehicle': -1,\n",
11117         "    'Driver_Home_Area_Type': -1,\n",
11118         "    'Driver_IMD_Decile': -1,\n",
11119         "    'Engine_Capacity_(CC)': 1197,\n",
11120         "    'Hit_Object_in_Carriageway': 0,\n",
11121         "    'Hit_Object_off_Carriageway': 0,\n",
11122         "    'Journey_Purpose_of_Driver': 6,\n",
11123         "    'Junction_Location': 4,\n",
11124         "    'Propulsion_Code': 1,\n",
11125         "    'Sex_of_Driver': 1,\n",
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11127         "    'Towing_and_Articulation': 0,\n",
11128         "    'Vehicle_Leaving_Carriageway': 0,\n",
11129         "    'Vehicle_Location-Restricted_Lane': 0,\n",
11130         "    'Vehicle_Manoeuvre': 18,\n",
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11134         "   {'1st_Point_of_Impact': 1,\n",
11135         "    'Age_Band_of_Driver': 10,\n",
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11137         "    'Driver_Home_Area_Type': 1,\n",
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11139         "    'Engine_Capacity_(CC)': 1596,\n",
11140         "    'Hit_Object_in_Carriageway': 0,\n",
11141         "    'Hit_Object_off_Carriageway': 0,\n",
11142         "    'Journey_Purpose_of_Driver': 6,\n",
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11144         "    'Propulsion_Code': 1,\n",
11145         "    'Sex_of_Driver': 2,\n",
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11149         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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11152         "    'Vehicle_Type': 9,\n",
11153         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
11154         "  'Weather_Conditions': 1,\n",
11155         "  '_id': ObjectId('52a9c98292c4e16686d2b624'),\n",
11156         "  'loc': {'coordinates': [-0.772926, 51.998006], 'type': 'Point'}},\n",
11157         " {'1st_Road_Class': 5,\n",
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11159         "  '2nd_Road_Class': -1,\n",
11160         "  '2nd_Road_Number': 0,\n",
11161         "  'Accident_Index': '201243S118122',\n",
11162         "  'Accident_Severity': 3,\n",
11163         "  'Carriageway_Hazards': 0,\n",
11164         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
11165         "    'Bus_or_Coach_Passenger': 0,\n",
11166         "    'Car_Passenger': 0,\n",
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11175         "    'Sex_of_Casualty': 1,\n",
11176         "    'Vehicle_Reference': 1}],\n",
11177         "  'Date': '22/12/2012',\n",
11178         "  'Datetime': datetime.datetime(2012, 12, 22, 14, 45),\n",
11179         "  'Day_of_Week': 7,\n",
11180         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
11181         "  'Junction_Control': -1,\n",
11182         "  'Junction_Detail': 0,\n",
11183         "  'LSOA_of_Accident_Location': 'E01016751',\n",
11184         "  'Latitude': 51.998359,\n",
11185         "  'Light_Conditions': 1,\n",
11186         "  'Local_Authority_(District)': 479,\n",
11187         "  'Local_Authority_(Highway)': 'E06000042',\n",
11188         "  'Location_Easting_OSGR': 484326,\n",
11189         "  'Location_Northing_OSGR': 234039,\n",
11190         "  'Longitude': -0.77312,\n",
11191         "  'Number_of_Casualties': 1,\n",
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11196         "  'Road_Surface_Conditions': 2,\n",
11197         "  'Road_Type': 6,\n",
11198         "  'Special_Conditions_at_Site': 0,\n",
11199         "  'Speed_limit': 60,\n",
11200         "  'Time': '14:45',\n",
11201         "  'Urban_or_Rural_Area': 1,\n",
11202         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
11203         "    'Age_Band_of_Driver': 5,\n",
11204         "    'Age_of_Vehicle': 7,\n",
11205         "    'Driver_Home_Area_Type': 1,\n",
11206         "    'Driver_IMD_Decile': 4,\n",
11207         "    'Engine_Capacity_(CC)': 1299,\n",
11208         "    'Hit_Object_in_Carriageway': 0,\n",
11209         "    'Hit_Object_off_Carriageway': 1,\n",
11210         "    'Journey_Purpose_of_Driver': 5,\n",
11211         "    'Junction_Location': 0,\n",
11212         "    'Propulsion_Code': 1,\n",
11213         "    'Sex_of_Driver': 1,\n",
11214         "    'Skidding_and_Overturning': 0,\n",
11215         "    'Towing_and_Articulation': 0,\n",
11216         "    'Vehicle_Leaving_Carriageway': 1,\n",
11217         "    'Vehicle_Location-Restricted_Lane': 0,\n",
11218         "    'Vehicle_Manoeuvre': 18,\n",
11219         "    'Vehicle_Reference': 1,\n",
11220         "    'Vehicle_Type': 9,\n",
11221         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
11222         "  'Weather_Conditions': 2,\n",
11223         "  '_id': ObjectId('52a9c98292c4e16686d2b7e5'),\n",
11224         "  'loc': {'coordinates': [-0.77312, 51.998359], 'type': 'Point'}},\n",
11225         " {'1st_Road_Class': 5,\n",
11226         "  '1st_Road_Number': 9,\n",
11227         "  '2nd_Road_Class': 6,\n",
11228         "  '2nd_Road_Number': 1043,\n",
11229         "  'Accident_Index': '201243S050012',\n",
11230         "  'Accident_Severity': 3,\n",
11231         "  'Carriageway_Hazards': 0,\n",
11232         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
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11243         "    'Sex_of_Casualty': 1,\n",
11244         "    'Vehicle_Reference': 1},\n",
11245         "   {'Age_Band_of_Casualty': 7,\n",
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11255         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
11256         "    'Sex_of_Casualty': 1,\n",
11257         "    'Vehicle_Reference': 2}],\n",
11258         "  'Date': '13/01/2012',\n",
11259         "  'Datetime': datetime.datetime(2012, 1, 13, 18, 18),\n",
11260         "  'Day_of_Week': 6,\n",
11261         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
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11264         "  'LSOA_of_Accident_Location': 'E01016748',\n",
11265         "  'Latitude': 52.008898,\n",
11266         "  'Light_Conditions': 4,\n",
11267         "  'Local_Authority_(District)': 479,\n",
11268         "  'Local_Authority_(Highway)': 'E06000042',\n",
11269         "  'Location_Easting_OSGR': 484240,\n",
11270         "  'Location_Northing_OSGR': 235210,\n",
11271         "  'Longitude': -0.774085,\n",
11272         "  'Number_of_Casualties': 2,\n",
11273         "  'Number_of_Vehicles': 3,\n",
11274         "  'Pedestrian_Crossing-Human_Control': 0,\n",
11275         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
11276         "  'Police_Force': 43,\n",
11277         "  'Road_Surface_Conditions': 1,\n",
11278         "  'Road_Type': 6,\n",
11279         "  'Special_Conditions_at_Site': 0,\n",
11280         "  'Speed_limit': 60,\n",
11281         "  'Time': '18:18',\n",
11282         "  'Urban_or_Rural_Area': 2,\n",
11283         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
11284         "    'Age_Band_of_Driver': 5,\n",
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11286         "    'Driver_Home_Area_Type': 1,\n",
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11289         "    'Hit_Object_in_Carriageway': 0,\n",
11290         "    'Hit_Object_off_Carriageway': 0,\n",
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11294         "    'Sex_of_Driver': 1,\n",
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11296         "    'Towing_and_Articulation': 0,\n",
11297         "    'Vehicle_Leaving_Carriageway': 0,\n",
11298         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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11300         "    'Vehicle_Reference': 1,\n",
11301         "    'Vehicle_Type': 9,\n",
11302         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
11303         "   {'1st_Point_of_Impact': 4,\n",
11304         "    'Age_Band_of_Driver': 7,\n",
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11306         "    'Driver_Home_Area_Type': 1,\n",
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11308         "    'Engine_Capacity_(CC)': -1,\n",
11309         "    'Hit_Object_in_Carriageway': 0,\n",
11310         "    'Hit_Object_off_Carriageway': 0,\n",
11311         "    'Journey_Purpose_of_Driver': 6,\n",
11312         "    'Junction_Location': 8,\n",
11313         "    'Propulsion_Code': -1,\n",
11314         "    'Sex_of_Driver': 1,\n",
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11316         "    'Towing_and_Articulation': 0,\n",
11317         "    'Vehicle_Leaving_Carriageway': 0,\n",
11318         "    'Vehicle_Location-Restricted_Lane': 0,\n",
11319         "    'Vehicle_Manoeuvre': 18,\n",
11320         "    'Vehicle_Reference': 2,\n",
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11323         "   {'1st_Point_of_Impact': 1,\n",
11324         "    'Age_Band_of_Driver': 6,\n",
11325         "    'Age_of_Vehicle': 8,\n",
11326         "    'Driver_Home_Area_Type': 1,\n",
11327         "    'Driver_IMD_Decile': 9,\n",
11328         "    'Engine_Capacity_(CC)': 1997,\n",
11329         "    'Hit_Object_in_Carriageway': 0,\n",
11330         "    'Hit_Object_off_Carriageway': 0,\n",
11331         "    'Journey_Purpose_of_Driver': 6,\n",
11332         "    'Junction_Location': 8,\n",
11333         "    'Propulsion_Code': 2,\n",
11334         "    'Sex_of_Driver': 2,\n",
11335         "    'Skidding_and_Overturning': 0,\n",
11336         "    'Towing_and_Articulation': 0,\n",
11337         "    'Vehicle_Leaving_Carriageway': 0,\n",
11338         "    'Vehicle_Location-Restricted_Lane': 0,\n",
11339         "    'Vehicle_Manoeuvre': 9,\n",
11340         "    'Vehicle_Reference': 3,\n",
11341         "    'Vehicle_Type': 9,\n",
11342         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
11343         "  'Weather_Conditions': 1,\n",
11344         "  '_id': ObjectId('52a9c98292c4e16686d2b68c'),\n",
11345         "  'loc': {'coordinates': [-0.774085, 52.008898], 'type': 'Point'}},\n",
11346         " {'1st_Road_Class': 5,\n",
11347         "  '1st_Road_Number': 9,\n",
11348         "  '2nd_Road_Class': 6,\n",
11349         "  '2nd_Road_Number': 1043,\n",
11350         "  'Accident_Index': '201243S120012',\n",
11351         "  'Accident_Severity': 3,\n",
11352         "  'Carriageway_Hazards': 0,\n",
11353         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
11354         "    'Bus_or_Coach_Passenger': 0,\n",
11355         "    'Car_Passenger': 0,\n",
11356         "    'Casualty_Class': 1,\n",
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11358         "    'Casualty_Reference': 1,\n",
11359         "    'Casualty_Severity': 3,\n",
11360         "    'Casualty_Type': 9,\n",
11361         "    'Pedestrian_Location': 0,\n",
11362         "    'Pedestrian_Movement': 0,\n",
11363         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
11364         "    'Sex_of_Casualty': 2,\n",
11365         "    'Vehicle_Reference': 1},\n",
11366         "   {'Age_Band_of_Casualty': 9,\n",
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11368         "    'Car_Passenger': 0,\n",
11369         "    'Casualty_Class': 1,\n",
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11371         "    'Casualty_Reference': 2,\n",
11372         "    'Casualty_Severity': 3,\n",
11373         "    'Casualty_Type': 9,\n",
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11376         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
11377         "    'Sex_of_Casualty': 2,\n",
11378         "    'Vehicle_Reference': 2}],\n",
11379         "  'Date': '24/01/2012',\n",
11380         "  'Datetime': datetime.datetime(2012, 1, 24, 18, 28),\n",
11381         "  'Day_of_Week': 3,\n",
11382         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
11383         "  'Junction_Control': 4,\n",
11384         "  'Junction_Detail': 3,\n",
11385         "  'LSOA_of_Accident_Location': 'E01016748',\n",
11386         "  'Latitude': 52.008898,\n",
11387         "  'Light_Conditions': 4,\n",
11388         "  'Local_Authority_(District)': 479,\n",
11389         "  'Local_Authority_(Highway)': 'E06000042',\n",
11390         "  'Location_Easting_OSGR': 484240,\n",
11391         "  'Location_Northing_OSGR': 235210,\n",
11392         "  'Longitude': -0.774085,\n",
11393         "  'Number_of_Casualties': 2,\n",
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11395         "  'Pedestrian_Crossing-Human_Control': 0,\n",
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11397         "  'Police_Force': 43,\n",
11398         "  'Road_Surface_Conditions': 2,\n",
11399         "  'Road_Type': 6,\n",
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11401         "  'Speed_limit': 60,\n",
11402         "  'Time': '18:28',\n",
11403         "  'Urban_or_Rural_Area': 2,\n",
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11410         "    'Hit_Object_in_Carriageway': 0,\n",
11411         "    'Hit_Object_off_Carriageway': 0,\n",
11412         "    'Journey_Purpose_of_Driver': 6,\n",
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11414         "    'Propulsion_Code': 1,\n",
11415         "    'Sex_of_Driver': 2,\n",
11416         "    'Skidding_and_Overturning': 0,\n",
11417         "    'Towing_and_Articulation': 0,\n",
11418         "    'Vehicle_Leaving_Carriageway': 0,\n",
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11420         "    'Vehicle_Manoeuvre': 9,\n",
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11423         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
11424         "   {'1st_Point_of_Impact': 1,\n",
11425         "    'Age_Band_of_Driver': 9,\n",
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11428         "    'Driver_IMD_Decile': 6,\n",
11429         "    'Engine_Capacity_(CC)': 1398,\n",
11430         "    'Hit_Object_in_Carriageway': 0,\n",
11431         "    'Hit_Object_off_Carriageway': 0,\n",
11432         "    'Journey_Purpose_of_Driver': 6,\n",
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11436         "    'Skidding_and_Overturning': 0,\n",
11437         "    'Towing_and_Articulation': 0,\n",
11438         "    'Vehicle_Leaving_Carriageway': 0,\n",
11439         "    'Vehicle_Location-Restricted_Lane': 0,\n",
11440         "    'Vehicle_Manoeuvre': 18,\n",
11441         "    'Vehicle_Reference': 2,\n",
11442         "    'Vehicle_Type': 9,\n",
11443         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
11444         "  'Weather_Conditions': 1,\n",
11445         "  '_id': ObjectId('52a9c98292c4e16686d2b7eb'),\n",
11446         "  'loc': {'coordinates': [-0.774085, 52.008898], 'type': 'Point'}},\n",
11447         " {'1st_Road_Class': 5,\n",
11448         "  '1st_Road_Number': 9,\n",
11449         "  '2nd_Road_Class': 6,\n",
11450         "  '2nd_Road_Number': 1043,\n",
11451         "  'Accident_Index': '201243S132032',\n",
11452         "  'Accident_Severity': 1,\n",
11453         "  'Carriageway_Hazards': 0,\n",
11454         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
11455         "    'Bus_or_Coach_Passenger': 0,\n",
11456         "    'Car_Passenger': 0,\n",
11457         "    'Casualty_Class': 1,\n",
11458         "    'Casualty_Home_Area_Type': 1,\n",
11459         "    'Casualty_Reference': 2,\n",
11460         "    'Casualty_Severity': 3,\n",
11461         "    'Casualty_Type': 9,\n",
11462         "    'Pedestrian_Location': 0,\n",
11463         "    'Pedestrian_Movement': 0,\n",
11464         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
11465         "    'Sex_of_Casualty': 1,\n",
11466         "    'Vehicle_Reference': 1},\n",
11467         "   {'Age_Band_of_Casualty': 9,\n",
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11469         "    'Car_Passenger': 0,\n",
11470         "    'Casualty_Class': 1,\n",
11471         "    'Casualty_Home_Area_Type': 1,\n",
11472         "    'Casualty_Reference': 1,\n",
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11474         "    'Casualty_Type': 5,\n",
11475         "    'Pedestrian_Location': 0,\n",
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11477         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
11478         "    'Sex_of_Casualty': 1,\n",
11479         "    'Vehicle_Reference': 2}],\n",
11480         "  'Date': '30/03/2012',\n",
11481         "  'Datetime': datetime.datetime(2012, 3, 30, 20, 2),\n",
11482         "  'Day_of_Week': 6,\n",
11483         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
11484         "  'Junction_Control': 4,\n",
11485         "  'Junction_Detail': 3,\n",
11486         "  'LSOA_of_Accident_Location': 'E01016748',\n",
11487         "  'Latitude': 52.009262,\n",
11488         "  'Light_Conditions': 4,\n",
11489         "  'Local_Authority_(District)': 479,\n",
11490         "  'Local_Authority_(Highway)': 'E06000042',\n",
11491         "  'Location_Easting_OSGR': 484210,\n",
11492         "  'Location_Northing_OSGR': 235250,\n",
11493         "  'Longitude': -0.774512,\n",
11494         "  'Number_of_Casualties': 2,\n",
11495         "  'Number_of_Vehicles': 2,\n",
11496         "  'Pedestrian_Crossing-Human_Control': 0,\n",
11497         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
11498         "  'Police_Force': 43,\n",
11499         "  'Road_Surface_Conditions': 1,\n",
11500         "  'Road_Type': 6,\n",
11501         "  'Special_Conditions_at_Site': 0,\n",
11502         "  'Speed_limit': 60,\n",
11503         "  'Time': '20:02',\n",
11504         "  'Urban_or_Rural_Area': 2,\n",
11505         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
11506         "    'Age_Band_of_Driver': 6,\n",
11507         "    'Age_of_Vehicle': 9,\n",
11508         "    'Driver_Home_Area_Type': 1,\n",
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11510         "    'Engine_Capacity_(CC)': 3246,\n",
11511         "    'Hit_Object_in_Carriageway': 0,\n",
11512         "    'Hit_Object_off_Carriageway': 0,\n",
11513         "    'Journey_Purpose_of_Driver': 6,\n",
11514         "    'Junction_Location': 6,\n",
11515         "    'Propulsion_Code': 1,\n",
11516         "    'Sex_of_Driver': 1,\n",
11517         "    'Skidding_and_Overturning': 0,\n",
11518         "    'Towing_and_Articulation': 0,\n",
11519         "    'Vehicle_Leaving_Carriageway': 0,\n",
11520         "    'Vehicle_Location-Restricted_Lane': 0,\n",
11521         "    'Vehicle_Manoeuvre': 9,\n",
11522         "    'Vehicle_Reference': 1,\n",
11523         "    'Vehicle_Type': 9,\n",
11524         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
11525         "   {'1st_Point_of_Impact': 1,\n",
11526         "    'Age_Band_of_Driver': 9,\n",
11527         "    'Age_of_Vehicle': 8,\n",
11528         "    'Driver_Home_Area_Type': 1,\n",
11529         "    'Driver_IMD_Decile': 2,\n",
11530         "    'Engine_Capacity_(CC)': 1450,\n",
11531         "    'Hit_Object_in_Carriageway': 0,\n",
11532         "    'Hit_Object_off_Carriageway': 0,\n",
11533         "    'Journey_Purpose_of_Driver': 6,\n",
11534         "    'Junction_Location': 8,\n",
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11536         "    'Sex_of_Driver': 1,\n",
11537         "    'Skidding_and_Overturning': 0,\n",
11538         "    'Towing_and_Articulation': 0,\n",
11539         "    'Vehicle_Leaving_Carriageway': 7,\n",
11540         "    'Vehicle_Location-Restricted_Lane': 0,\n",
11541         "    'Vehicle_Manoeuvre': 18,\n",
11542         "    'Vehicle_Reference': 2,\n",
11543         "    'Vehicle_Type': 5,\n",
11544         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
11545         "  'Weather_Conditions': 1,\n",
11546         "  '_id': ObjectId('52a9c98292c4e16686d2b81f'),\n",
11547         "  'loc': {'coordinates': [-0.774512, 52.009262], 'type': 'Point'}},\n",
11548         " {'1st_Road_Class': 6,\n",
11549         "  '1st_Road_Number': 1043,\n",
11550         "  '2nd_Road_Class': -1,\n",
11551         "  '2nd_Road_Number': 0,\n",
11552         "  'Accident_Index': '201243S094102',\n",
11553         "  'Accident_Severity': 3,\n",
11554         "  'Carriageway_Hazards': 0,\n",
11555         "  'Casualties': [{'Age_Band_of_Casualty': 3,\n",
11556         "    'Bus_or_Coach_Passenger': 0,\n",
11557         "    'Car_Passenger': 0,\n",
11558         "    'Casualty_Class': 3,\n",
11559         "    'Casualty_Home_Area_Type': 1,\n",
11560         "    'Casualty_Reference': 1,\n",
11561         "    'Casualty_Severity': 3,\n",
11562         "    'Casualty_Type': 0,\n",
11563         "    'Pedestrian_Location': 5,\n",
11564         "    'Pedestrian_Movement': 4,\n",
11565         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
11566         "    'Sex_of_Casualty': 2,\n",
11567         "    'Vehicle_Reference': 1}],\n",
11568         "  'Date': '22/10/2012',\n",
11569         "  'Datetime': datetime.datetime(2012, 10, 22, 16, 35),\n",
11570         "  'Day_of_Week': 2,\n",
11571         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
11572         "  'Junction_Control': -1,\n",
11573         "  'Junction_Detail': 0,\n",
11574         "  'LSOA_of_Accident_Location': 'E01016756',\n",
11575         "  'Latitude': 52.008861,\n",
11576         "  'Light_Conditions': 1,\n",
11577         "  'Local_Authority_(District)': 479,\n",
11578         "  'Local_Authority_(Highway)': 'E06000042',\n",
11579         "  'Location_Easting_OSGR': 484480,\n",
11580         "  'Location_Northing_OSGR': 235210,\n",
11581         "  'Longitude': -0.770589,\n",
11582         "  'Number_of_Casualties': 1,\n",
11583         "  'Number_of_Vehicles': 1,\n",
11584         "  'Pedestrian_Crossing-Human_Control': 0,\n",
11585         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
11586         "  'Police_Force': 43,\n",
11587         "  'Road_Surface_Conditions': 2,\n",
11588         "  'Road_Type': 6,\n",
11589         "  'Special_Conditions_at_Site': 0,\n",
11590         "  'Speed_limit': 30,\n",
11591         "  'Time': '16:35',\n",
11592         "  'Urban_or_Rural_Area': 1,\n",
11593         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
11594         "    'Age_Band_of_Driver': 7,\n",
11595         "    'Age_of_Vehicle': 9,\n",
11596         "    'Driver_Home_Area_Type': 1,\n",
11597         "    'Driver_IMD_Decile': 9,\n",
11598         "    'Engine_Capacity_(CC)': 1587,\n",
11599         "    'Hit_Object_in_Carriageway': 0,\n",
11600         "    'Hit_Object_off_Carriageway': 0,\n",
11601         "    'Journey_Purpose_of_Driver': 6,\n",
11602         "    'Junction_Location': 0,\n",
11603         "    'Propulsion_Code': 1,\n",
11604         "    'Sex_of_Driver': 2,\n",
11605         "    'Skidding_and_Overturning': 0,\n",
11606         "    'Towing_and_Articulation': 0,\n",
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11609         "    'Vehicle_Manoeuvre': 18,\n",
11610         "    'Vehicle_Reference': 1,\n",
11611         "    'Vehicle_Type': 9,\n",
11612         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
11613         "  'Weather_Conditions': 1,\n",
11614         "  '_id': ObjectId('52a9c98292c4e16686d2b767'),\n",
11615         "  'loc': {'coordinates': [-0.770589, 52.008861], 'type': 'Point'}},\n",
11616         " {'1st_Road_Class': 5,\n",
11617         "  '1st_Road_Number': 9,\n",
11618         "  '2nd_Road_Class': 6,\n",
11619         "  '2nd_Road_Number': 1043,\n",
11620         "  'Accident_Index': '201243S069122',\n",
11621         "  'Accident_Severity': 3,\n",
11622         "  'Carriageway_Hazards': 0,\n",
11623         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
11624         "    'Bus_or_Coach_Passenger': 0,\n",
11625         "    'Car_Passenger': 0,\n",
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11629         "    'Casualty_Severity': 3,\n",
11630         "    'Casualty_Type': 9,\n",
11631         "    'Pedestrian_Location': 0,\n",
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11633         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
11634         "    'Sex_of_Casualty': 2,\n",
11635         "    'Vehicle_Reference': 2},\n",
11636         "   {'Age_Band_of_Casualty': 6,\n",
11637         "    'Bus_or_Coach_Passenger': 0,\n",
11638         "    'Car_Passenger': 2,\n",
11639         "    'Casualty_Class': 2,\n",
11640         "    'Casualty_Home_Area_Type': 1,\n",
11641         "    'Casualty_Reference': 2,\n",
11642         "    'Casualty_Severity': 3,\n",
11643         "    'Casualty_Type': 9,\n",
11644         "    'Pedestrian_Location': 0,\n",
11645         "    'Pedestrian_Movement': 0,\n",
11646         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
11647         "    'Sex_of_Casualty': 1,\n",
11648         "    'Vehicle_Reference': 2}],\n",
11649         "  'Date': '14/12/2012',\n",
11650         "  'Datetime': datetime.datetime(2012, 12, 14, 17, 20),\n",
11651         "  'Day_of_Week': 6,\n",
11652         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
11653         "  'Junction_Control': 4,\n",
11654         "  'Junction_Detail': 3,\n",
11655         "  'LSOA_of_Accident_Location': 'E01016748',\n",
11656         "  'Latitude': 52.009279,\n",
11657         "  'Light_Conditions': 4,\n",
11658         "  'Local_Authority_(District)': 479,\n",
11659         "  'Local_Authority_(Highway)': 'E06000042',\n",
11660         "  'Location_Easting_OSGR': 484214,\n",
11661         "  'Location_Northing_OSGR': 235252,\n",
11662         "  'Longitude': -0.774453,\n",
11663         "  'Number_of_Casualties': 2,\n",
11664         "  'Number_of_Vehicles': 2,\n",
11665         "  'Pedestrian_Crossing-Human_Control': 0,\n",
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11667         "  'Police_Force': 43,\n",
11668         "  'Road_Surface_Conditions': 2,\n",
11669         "  'Road_Type': 6,\n",
11670         "  'Special_Conditions_at_Site': 0,\n",
11671         "  'Speed_limit': 60,\n",
11672         "  'Time': '17:20',\n",
11673         "  'Urban_or_Rural_Area': 2,\n",
11674         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
11675         "    'Age_Band_of_Driver': 6,\n",
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11705         "    'Sex_of_Driver': 2,\n",
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11717         " {'1st_Road_Class': 5,\n",
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11719         "  '2nd_Road_Class': -1,\n",
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11721         "  'Accident_Index': '201243S034012',\n",
11722         "  'Accident_Severity': 3,\n",
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11737         "   {'Age_Band_of_Casualty': 7,\n",
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11750         "   {'Age_Band_of_Casualty': 7,\n",
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11760         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
11761         "    'Sex_of_Casualty': 1,\n",
11762         "    'Vehicle_Reference': 3},\n",
11763         "   {'Age_Band_of_Casualty': 5,\n",
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11773         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
11774         "    'Sex_of_Casualty': 2,\n",
11775         "    'Vehicle_Reference': 4}],\n",
11776         "  'Date': '13/01/2012',\n",
11777         "  'Datetime': datetime.datetime(2012, 1, 13, 8, 50),\n",
11778         "  'Day_of_Week': 6,\n",
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11783         "  'Latitude': 52.010665,\n",
11784         "  'Light_Conditions': 1,\n",
11785         "  'Local_Authority_(District)': 479,\n",
11786         "  'Local_Authority_(Highway)': 'E06000042',\n",
11787         "  'Location_Easting_OSGR': 483850,\n",
11788         "  'Location_Northing_OSGR': 235400,\n",
11789         "  'Longitude': -0.779719,\n",
11790         "  'Number_of_Casualties': 4,\n",
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11798         "  'Speed_limit': 60,\n",
11799         "  'Time': '08:50',\n",
11800         "  'Urban_or_Rural_Area': 2,\n",
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11848         "    'Hit_Object_off_Carriageway': 0,\n",
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11861         "   {'1st_Point_of_Impact': 2,\n",
11862         "    'Age_Band_of_Driver': 5,\n",
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11877         "    'Vehicle_Manoeuvre': 3,\n",
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11881         "  'Weather_Conditions': 1,\n",
11882         "  '_id': ObjectId('52a9c98292c4e16686d2b63f'),\n",
11883         "  'loc': {'coordinates': [-0.779719, 52.010665], 'type': 'Point'}},\n",
11884         " {'1st_Road_Class': 5,\n",
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11886         "  '2nd_Road_Class': 5,\n",
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11888         "  'Accident_Index': '201243S003092',\n",
11889         "  'Accident_Severity': 3,\n",
11890         "  'Carriageway_Hazards': 0,\n",
11891         "  'Casualties': [{'Age_Band_of_Casualty': 9,\n",
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11893         "    'Car_Passenger': 0,\n",
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11902         "    'Sex_of_Casualty': 2,\n",
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11904         "   {'Age_Band_of_Casualty': 10,\n",
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11915         "    'Sex_of_Casualty': 1,\n",
11916         "    'Vehicle_Reference': 2}],\n",
11917         "  'Date': '01/09/2012',\n",
11918         "  'Datetime': datetime.datetime(2012, 9, 1, 18, 40),\n",
11919         "  'Day_of_Week': 7,\n",
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11922         "  'Junction_Detail': 1,\n",
11923         "  'LSOA_of_Accident_Location': 'E01016756',\n",
11924         "  'Latitude': 52.012165,\n",
11925         "  'Light_Conditions': 1,\n",
11926         "  'Local_Authority_(District)': 479,\n",
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11928         "  'Location_Easting_OSGR': 484030,\n",
11929         "  'Location_Northing_OSGR': 235570,\n",
11930         "  'Longitude': -0.777056,\n",
11931         "  'Number_of_Casualties': 2,\n",
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11934         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
11935         "  'Police_Force': 43,\n",
11936         "  'Road_Surface_Conditions': 1,\n",
11937         "  'Road_Type': 6,\n",
11938         "  'Special_Conditions_at_Site': 0,\n",
11939         "  'Speed_limit': 60,\n",
11940         "  'Time': '18:40',\n",
11941         "  'Urban_or_Rural_Area': 2,\n",
11942         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
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11956         "    'Vehicle_Leaving_Carriageway': 0,\n",
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11961         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
11962         "   {'1st_Point_of_Impact': 2,\n",
11963         "    'Age_Band_of_Driver': 9,\n",
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11968         "    'Hit_Object_in_Carriageway': 0,\n",
11969         "    'Hit_Object_off_Carriageway': 0,\n",
11970         "    'Journey_Purpose_of_Driver': 6,\n",
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11977         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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11980         "    'Vehicle_Type': 9,\n",
11981         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
11982         "  'Weather_Conditions': 1,\n",
11983         "  '_id': ObjectId('52a9c98292c4e16686d2b5c2'),\n",
11984         "  'loc': {'coordinates': [-0.777056, 52.012165], 'type': 'Point'}},\n",
11985         " {'1st_Road_Class': 6,\n",
11986         "  '1st_Road_Number': 1056,\n",
11987         "  '2nd_Road_Class': 6,\n",
11988         "  '2nd_Road_Number': 1056,\n",
11989         "  'Accident_Index': '201243S030102',\n",
11990         "  'Accident_Severity': 2,\n",
11991         "  'Carriageway_Hazards': 0,\n",
11992         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
11993         "    'Bus_or_Coach_Passenger': 0,\n",
11994         "    'Car_Passenger': 0,\n",
11995         "    'Casualty_Class': 1,\n",
11996         "    'Casualty_Home_Area_Type': 1,\n",
11997         "    'Casualty_Reference': 1,\n",
11998         "    'Casualty_Severity': 2,\n",
11999         "    'Casualty_Type': 1,\n",
12000         "    'Pedestrian_Location': 0,\n",
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12003         "    'Sex_of_Casualty': 1,\n",
12004         "    'Vehicle_Reference': 1}],\n",
12005         "  'Date': '06/10/2012',\n",
12006         "  'Datetime': datetime.datetime(2012, 10, 6, 8, 35),\n",
12007         "  'Day_of_Week': 7,\n",
12008         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
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12010         "  'Junction_Detail': 3,\n",
12011         "  'LSOA_of_Accident_Location': 'E01016755',\n",
12012         "  'Latitude': 52.016774,\n",
12013         "  'Light_Conditions': 1,\n",
12014         "  'Local_Authority_(District)': 479,\n",
12015         "  'Local_Authority_(Highway)': 'E06000042',\n",
12016         "  'Location_Easting_OSGR': 483870,\n",
12017         "  'Location_Northing_OSGR': 236080,\n",
12018         "  'Longitude': -0.779262,\n",
12019         "  'Number_of_Casualties': 1,\n",
12020         "  'Number_of_Vehicles': 2,\n",
12021         "  'Pedestrian_Crossing-Human_Control': 0,\n",
12022         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
12023         "  'Police_Force': 43,\n",
12024         "  'Road_Surface_Conditions': 2,\n",
12025         "  'Road_Type': 6,\n",
12026         "  'Special_Conditions_at_Site': 0,\n",
12027         "  'Speed_limit': 30,\n",
12028         "  'Time': '08:35',\n",
12029         "  'Urban_or_Rural_Area': 1,\n",
12030         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
12031         "    'Age_Band_of_Driver': 4,\n",
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12033         "    'Driver_Home_Area_Type': 1,\n",
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12036         "    'Hit_Object_in_Carriageway': 0,\n",
12037         "    'Hit_Object_off_Carriageway': 0,\n",
12038         "    'Journey_Purpose_of_Driver': 4,\n",
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12040         "    'Propulsion_Code': -1,\n",
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12043         "    'Towing_and_Articulation': 0,\n",
12044         "    'Vehicle_Leaving_Carriageway': 0,\n",
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12050         "   {'1st_Point_of_Impact': 4,\n",
12051         "    'Age_Band_of_Driver': 6,\n",
12052         "    'Age_of_Vehicle': 8,\n",
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12055         "    'Engine_Capacity_(CC)': 1598,\n",
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12057         "    'Hit_Object_off_Carriageway': 0,\n",
12058         "    'Journey_Purpose_of_Driver': 2,\n",
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12060         "    'Propulsion_Code': 1,\n",
12061         "    'Sex_of_Driver': 1,\n",
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12064         "    'Vehicle_Leaving_Carriageway': 0,\n",
12065         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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12068         "    'Vehicle_Type': 9,\n",
12069         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
12070         "  'Weather_Conditions': 1,\n",
12071         "  '_id': ObjectId('52a9c98292c4e16686d2b62b'),\n",
12072         "  'loc': {'coordinates': [-0.779262, 52.016774], 'type': 'Point'}},\n",
12073         " {'1st_Road_Class': 5,\n",
12074         "  '1st_Road_Number': 129,\n",
12075         "  '2nd_Road_Class': 6,\n",
12076         "  '2nd_Road_Number': 1056,\n",
12077         "  'Accident_Index': '201243S081032',\n",
12078         "  'Accident_Severity': 3,\n",
12079         "  'Carriageway_Hazards': 0,\n",
12080         "  'Casualties': [{'Age_Band_of_Casualty': 10,\n",
12081         "    'Bus_or_Coach_Passenger': 0,\n",
12082         "    'Car_Passenger': 0,\n",
12083         "    'Casualty_Class': 1,\n",
12084         "    'Casualty_Home_Area_Type': -1,\n",
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12086         "    'Casualty_Severity': 3,\n",
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12090         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
12091         "    'Sex_of_Casualty': 2,\n",
12092         "    'Vehicle_Reference': 1},\n",
12093         "   {'Age_Band_of_Casualty': 7,\n",
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12095         "    'Car_Passenger': 0,\n",
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12099         "    'Casualty_Severity': 3,\n",
12100         "    'Casualty_Type': 9,\n",
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12104         "    'Sex_of_Casualty': 1,\n",
12105         "    'Vehicle_Reference': 2},\n",
12106         "   {'Age_Band_of_Casualty': 3,\n",
12107         "    'Bus_or_Coach_Passenger': 0,\n",
12108         "    'Car_Passenger': 1,\n",
12109         "    'Casualty_Class': 2,\n",
12110         "    'Casualty_Home_Area_Type': 1,\n",
12111         "    'Casualty_Reference': 2,\n",
12112         "    'Casualty_Severity': 3,\n",
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12117         "    'Sex_of_Casualty': 1,\n",
12118         "    'Vehicle_Reference': 2}],\n",
12119         "  'Date': '12/03/2012',\n",
12120         "  'Datetime': datetime.datetime(2012, 3, 12, 19, 45),\n",
12121         "  'Day_of_Week': 2,\n",
12122         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
12123         "  'Junction_Control': 4,\n",
12124         "  'Junction_Detail': 3,\n",
12125         "  'LSOA_of_Accident_Location': 'E01016755',\n",
12126         "  'Latitude': 52.02047,\n",
12127         "  'Light_Conditions': 4,\n",
12128         "  'Local_Authority_(District)': 479,\n",
12129         "  'Local_Authority_(Highway)': 'E06000042',\n",
12130         "  'Location_Easting_OSGR': 484390,\n",
12131         "  'Location_Northing_OSGR': 236500,\n",
12132         "  'Longitude': -0.771583,\n",
12133         "  'Number_of_Casualties': 3,\n",
12134         "  'Number_of_Vehicles': 2,\n",
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12137         "  'Police_Force': 43,\n",
12138         "  'Road_Surface_Conditions': 1,\n",
12139         "  'Road_Type': 6,\n",
12140         "  'Special_Conditions_at_Site': 0,\n",
12141         "  'Speed_limit': 60,\n",
12142         "  'Time': '19:45',\n",
12143         "  'Urban_or_Rural_Area': 2,\n",
12144         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
12145         "    'Age_Band_of_Driver': 10,\n",
12146         "    'Age_of_Vehicle': 9,\n",
12147         "    'Driver_Home_Area_Type': -1,\n",
12148         "    'Driver_IMD_Decile': -1,\n",
12149         "    'Engine_Capacity_(CC)': 1896,\n",
12150         "    'Hit_Object_in_Carriageway': 0,\n",
12151         "    'Hit_Object_off_Carriageway': 0,\n",
12152         "    'Journey_Purpose_of_Driver': 6,\n",
12153         "    'Junction_Location': 8,\n",
12154         "    'Propulsion_Code': 2,\n",
12155         "    'Sex_of_Driver': 2,\n",
12156         "    'Skidding_and_Overturning': 0,\n",
12157         "    'Towing_and_Articulation': 0,\n",
12158         "    'Vehicle_Leaving_Carriageway': 0,\n",
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12162         "    'Vehicle_Type': 9,\n",
12163         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
12164         "   {'1st_Point_of_Impact': 1,\n",
12165         "    'Age_Band_of_Driver': 7,\n",
12166         "    'Age_of_Vehicle': 7,\n",
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12171         "    'Hit_Object_off_Carriageway': 0,\n",
12172         "    'Journey_Purpose_of_Driver': 6,\n",
12173         "    'Junction_Location': 1,\n",
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12177         "    'Towing_and_Articulation': 0,\n",
12178         "    'Vehicle_Leaving_Carriageway': 0,\n",
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12182         "    'Vehicle_Type': 9,\n",
12183         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
12184         "  'Weather_Conditions': 1,\n",
12185         "  '_id': ObjectId('52a9c98292c4e16686d2b721'),\n",
12186         "  'loc': {'coordinates': [-0.771583, 52.02047], 'type': 'Point'}},\n",
12187         " {'1st_Road_Class': 5,\n",
12188         "  '1st_Road_Number': 129,\n",
12189         "  '2nd_Road_Class': 6,\n",
12190         "  '2nd_Road_Number': 1056,\n",
12191         "  'Accident_Index': '201243S125042',\n",
12192         "  'Accident_Severity': 3,\n",
12193         "  'Carriageway_Hazards': 0,\n",
12194         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
12195         "    'Bus_or_Coach_Passenger': 0,\n",
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12205         "    'Sex_of_Casualty': 2,\n",
12206         "    'Vehicle_Reference': 1}],\n",
12207         "  'Date': '26/04/2012',\n",
12208         "  'Datetime': datetime.datetime(2012, 4, 26, 15, 17),\n",
12209         "  'Day_of_Week': 5,\n",
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12212         "  'Junction_Detail': 3,\n",
12213         "  'LSOA_of_Accident_Location': 'E01016755',\n",
12214         "  'Latitude': 52.02047,\n",
12215         "  'Light_Conditions': 1,\n",
12216         "  'Local_Authority_(District)': 479,\n",
12217         "  'Local_Authority_(Highway)': 'E06000042',\n",
12218         "  'Location_Easting_OSGR': 484390,\n",
12219         "  'Location_Northing_OSGR': 236500,\n",
12220         "  'Longitude': -0.771583,\n",
12221         "  'Number_of_Casualties': 1,\n",
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12225         "  'Police_Force': 43,\n",
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12227         "  'Road_Type': 6,\n",
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12229         "  'Speed_limit': 60,\n",
12230         "  'Time': '15:17',\n",
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12258         "    'Hit_Object_in_Carriageway': 0,\n",
12259         "    'Hit_Object_off_Carriageway': 0,\n",
12260         "    'Journey_Purpose_of_Driver': 3,\n",
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12263         "    'Sex_of_Driver': 1,\n",
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12266         "    'Vehicle_Leaving_Carriageway': 0,\n",
12267         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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12270         "    'Vehicle_Type': 9,\n",
12271         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
12272         "   {'1st_Point_of_Impact': 3,\n",
12273         "    'Age_Band_of_Driver': 7,\n",
12274         "    'Age_of_Vehicle': 2,\n",
12275         "    'Driver_Home_Area_Type': 1,\n",
12276         "    'Driver_IMD_Decile': 6,\n",
12277         "    'Engine_Capacity_(CC)': 1753,\n",
12278         "    'Hit_Object_in_Carriageway': 0,\n",
12279         "    'Hit_Object_off_Carriageway': 0,\n",
12280         "    'Journey_Purpose_of_Driver': 6,\n",
12281         "    'Junction_Location': 8,\n",
12282         "    'Propulsion_Code': 2,\n",
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12286         "    'Vehicle_Leaving_Carriageway': 0,\n",
12287         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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12289         "    'Vehicle_Reference': 3,\n",
12290         "    'Vehicle_Type': 9,\n",
12291         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
12292         "  'Weather_Conditions': 1,\n",
12293         "  '_id': ObjectId('52a9c98292c4e16686d2b805'),\n",
12294         "  'loc': {'coordinates': [-0.771583, 52.02047], 'type': 'Point'}},\n",
12295         " {'1st_Road_Class': 5,\n",
12296         "  '1st_Road_Number': 129,\n",
12297         "  '2nd_Road_Class': 6,\n",
12298         "  '2nd_Road_Number': 1056,\n",
12299         "  'Accident_Index': '201243S038122',\n",
12300         "  'Accident_Severity': 3,\n",
12301         "  'Carriageway_Hazards': 0,\n",
12302         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
12303         "    'Bus_or_Coach_Passenger': 0,\n",
12304         "    'Car_Passenger': 0,\n",
12305         "    'Casualty_Class': 1,\n",
12306         "    'Casualty_Home_Area_Type': 1,\n",
12307         "    'Casualty_Reference': 1,\n",
12308         "    'Casualty_Severity': 3,\n",
12309         "    'Casualty_Type': 9,\n",
12310         "    'Pedestrian_Location': 0,\n",
12311         "    'Pedestrian_Movement': 0,\n",
12312         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
12313         "    'Sex_of_Casualty': 2,\n",
12314         "    'Vehicle_Reference': 2}],\n",
12315         "  'Date': '11/12/2012',\n",
12316         "  'Datetime': datetime.datetime(2012, 12, 11, 8, 50),\n",
12317         "  'Day_of_Week': 3,\n",
12318         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
12319         "  'Junction_Control': 4,\n",
12320         "  'Junction_Detail': 3,\n",
12321         "  'LSOA_of_Accident_Location': 'E01016755',\n",
12322         "  'Latitude': 52.020399,\n",
12323         "  'Light_Conditions': 1,\n",
12324         "  'Local_Authority_(District)': 479,\n",
12325         "  'Local_Authority_(Highway)': 'E06000042',\n",
12326         "  'Location_Easting_OSGR': 484387,\n",
12327         "  'Location_Northing_OSGR': 236492,\n",
12328         "  'Longitude': -0.771628,\n",
12329         "  'Number_of_Casualties': 1,\n",
12330         "  'Number_of_Vehicles': 2,\n",
12331         "  'Pedestrian_Crossing-Human_Control': 0,\n",
12332         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
12333         "  'Police_Force': 43,\n",
12334         "  'Road_Surface_Conditions': 1,\n",
12335         "  'Road_Type': 6,\n",
12336         "  'Special_Conditions_at_Site': 0,\n",
12337         "  'Speed_limit': 30,\n",
12338         "  'Time': '08:50',\n",
12339         "  'Urban_or_Rural_Area': 2,\n",
12340         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
12341         "    'Age_Band_of_Driver': 6,\n",
12342         "    'Age_of_Vehicle': 10,\n",
12343         "    'Driver_Home_Area_Type': -1,\n",
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12345         "    'Engine_Capacity_(CC)': 1870,\n",
12346         "    'Hit_Object_in_Carriageway': 0,\n",
12347         "    'Hit_Object_off_Carriageway': 0,\n",
12348         "    'Journey_Purpose_of_Driver': 3,\n",
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12350         "    'Propulsion_Code': 2,\n",
12351         "    'Sex_of_Driver': 2,\n",
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12354         "    'Vehicle_Leaving_Carriageway': 0,\n",
12355         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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12360         "   {'1st_Point_of_Impact': 2,\n",
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12366         "    'Hit_Object_in_Carriageway': 0,\n",
12367         "    'Hit_Object_off_Carriageway': 0,\n",
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12370         "    'Propulsion_Code': 1,\n",
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12378         "    'Vehicle_Type': 9,\n",
12379         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
12380         "  'Weather_Conditions': 1,\n",
12381         "  '_id': ObjectId('52a9c98292c4e16686d2b659'),\n",
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12383         " {'1st_Road_Class': 5,\n",
12384         "  '1st_Road_Number': 8006,\n",
12385         "  '2nd_Road_Class': 6,\n",
12386         "  '2nd_Road_Number': 1056,\n",
12387         "  'Accident_Index': '201243S121012',\n",
12388         "  'Accident_Severity': 2,\n",
12389         "  'Carriageway_Hazards': 0,\n",
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12391         "    'Bus_or_Coach_Passenger': 0,\n",
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12394         "    'Casualty_Home_Area_Type': 3,\n",
12395         "    'Casualty_Reference': 1,\n",
12396         "    'Casualty_Severity': 2,\n",
12397         "    'Casualty_Type': 9,\n",
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12401         "    'Sex_of_Casualty': 2,\n",
12402         "    'Vehicle_Reference': 1},\n",
12403         "   {'Age_Band_of_Casualty': 7,\n",
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12405         "    'Car_Passenger': 0,\n",
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12410         "    'Casualty_Type': 9,\n",
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12414         "    'Sex_of_Casualty': 1,\n",
12415         "    'Vehicle_Reference': 2}],\n",
12416         "  'Date': '31/01/2012',\n",
12417         "  'Datetime': datetime.datetime(2012, 1, 31, 20, 43),\n",
12418         "  'Day_of_Week': 3,\n",
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12422         "  'LSOA_of_Accident_Location': 'E01016781',\n",
12423         "  'Latitude': 52.020376,\n",
12424         "  'Light_Conditions': 4,\n",
12425         "  'Local_Authority_(District)': 479,\n",
12426         "  'Local_Authority_(Highway)': 'E06000042',\n",
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12428         "  'Location_Northing_OSGR': 236480,\n",
12429         "  'Longitude': -0.779747,\n",
12430         "  'Number_of_Casualties': 2,\n",
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12438         "  'Speed_limit': 70,\n",
12439         "  'Time': '20:43',\n",
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12441         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
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12479         "    'Vehicle_Type': 9,\n",
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12484         " {'1st_Road_Class': 5,\n",
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12486         "  '2nd_Road_Class': 6,\n",
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12488         "  'Accident_Index': '201243S060022',\n",
12489         "  'Accident_Severity': 3,\n",
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12502         "    'Sex_of_Casualty': 1,\n",
12503         "    'Vehicle_Reference': 2}],\n",
12504         "  'Date': '20/02/2012',\n",
12505         "  'Datetime': datetime.datetime(2012, 2, 20, 18, 15),\n",
12506         "  'Day_of_Week': 2,\n",
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12511         "  'Latitude': 52.020822,\n",
12512         "  'Light_Conditions': 7,\n",
12513         "  'Local_Authority_(District)': 479,\n",
12514         "  'Local_Authority_(Highway)': 'E06000042',\n",
12515         "  'Location_Easting_OSGR': 483850,\n",
12516         "  'Location_Northing_OSGR': 236530,\n",
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12527         "  'Time': '18:15',\n",
12528         "  'Urban_or_Rural_Area': 1,\n",
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12572         " {'1st_Road_Class': 5,\n",
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12574         "  '2nd_Road_Class': 6,\n",
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12576         "  'Accident_Index': '201243S008042',\n",
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12590         "    'Sex_of_Casualty': 1,\n",
12591         "    'Vehicle_Reference': 2}],\n",
12592         "  'Date': '07/04/2012',\n",
12593         "  'Datetime': datetime.datetime(2012, 4, 7, 23, 20),\n",
12594         "  'Day_of_Week': 7,\n",
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12598         "  'LSOA_of_Accident_Location': 'E01016781',\n",
12599         "  'Latitude': 52.020467,\n",
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12601         "  'Local_Authority_(District)': 479,\n",
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12603         "  'Location_Easting_OSGR': 483820,\n",
12604         "  'Location_Northing_OSGR': 236490,\n",
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12612         "  'Road_Type': 3,\n",
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12615         "  'Time': '23:20',\n",
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12637         "   {'1st_Point_of_Impact': 4,\n",
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12660         " {'1st_Road_Class': 6,\n",
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12662         "  '2nd_Road_Class': 6,\n",
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12664         "  'Accident_Index': '201243S096062',\n",
12665         "  'Accident_Severity': 3,\n",
12666         "  'Carriageway_Hazards': 0,\n",
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12678         "    'Sex_of_Casualty': 2,\n",
12679         "    'Vehicle_Reference': 1}],\n",
12680         "  'Date': '24/06/2012',\n",
12681         "  'Datetime': datetime.datetime(2012, 6, 24, 14, 36),\n",
12682         "  'Day_of_Week': 1,\n",
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12685         "  'Junction_Detail': 3,\n",
12686         "  'LSOA_of_Accident_Location': 'E01016755',\n",
12687         "  'Latitude': 52.019376,\n",
12688         "  'Light_Conditions': 1,\n",
12689         "  'Local_Authority_(District)': 479,\n",
12690         "  'Local_Authority_(Highway)': 'E06000042',\n",
12691         "  'Location_Easting_OSGR': 483900,\n",
12692         "  'Location_Northing_OSGR': 236370,\n",
12693         "  'Longitude': -0.778754,\n",
12694         "  'Number_of_Casualties': 1,\n",
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12699         "  'Road_Surface_Conditions': 1,\n",
12700         "  'Road_Type': 6,\n",
12701         "  'Special_Conditions_at_Site': 0,\n",
12702         "  'Speed_limit': 30,\n",
12703         "  'Time': '14:36',\n",
12704         "  'Urban_or_Rural_Area': 1,\n",
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12716         "    'Sex_of_Driver': 2,\n",
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12720         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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12725         "   {'1st_Point_of_Impact': 1,\n",
12726         "    'Age_Band_of_Driver': 8,\n",
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12730         "    'Engine_Capacity_(CC)': 1796,\n",
12731         "    'Hit_Object_in_Carriageway': 0,\n",
12732         "    'Hit_Object_off_Carriageway': 0,\n",
12733         "    'Journey_Purpose_of_Driver': 6,\n",
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12740         "    'Vehicle_Location-Restricted_Lane': 0,\n",
12741         "    'Vehicle_Manoeuvre': 18,\n",
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12743         "    'Vehicle_Type': 9,\n",
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12745         "  'Weather_Conditions': 1,\n",
12746         "  '_id': ObjectId('52a9c98292c4e16686d2b773'),\n",
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12748         " {'1st_Road_Class': 5,\n",
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12750         "  '2nd_Road_Class': 6,\n",
12751         "  '2nd_Road_Number': 1056,\n",
12752         "  'Accident_Index': '201243S001112',\n",
12753         "  'Accident_Severity': 3,\n",
12754         "  'Carriageway_Hazards': 0,\n",
12755         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
12756         "    'Bus_or_Coach_Passenger': 0,\n",
12757         "    'Car_Passenger': 0,\n",
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12760         "    'Casualty_Reference': 1,\n",
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12762         "    'Casualty_Type': 9,\n",
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12765         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
12766         "    'Sex_of_Casualty': 2,\n",
12767         "    'Vehicle_Reference': 1},\n",
12768         "   {'Age_Band_of_Casualty': 2,\n",
12769         "    'Bus_or_Coach_Passenger': 0,\n",
12770         "    'Car_Passenger': 1,\n",
12771         "    'Casualty_Class': 2,\n",
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12775         "    'Casualty_Type': 9,\n",
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12778         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
12779         "    'Sex_of_Casualty': 2,\n",
12780         "    'Vehicle_Reference': 1}],\n",
12781         "  'Date': '01/11/2012',\n",
12782         "  'Datetime': datetime.datetime(2012, 11, 1, 15, 43),\n",
12783         "  'Day_of_Week': 5,\n",
12784         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
12785         "  'Junction_Control': 4,\n",
12786         "  'Junction_Detail': 3,\n",
12787         "  'LSOA_of_Accident_Location': 'E01016781',\n",
12788         "  'Latitude': 52.020467,\n",
12789         "  'Light_Conditions': 1,\n",
12790         "  'Local_Authority_(District)': 479,\n",
12791         "  'Local_Authority_(Highway)': 'E06000042',\n",
12792         "  'Location_Easting_OSGR': 483820,\n",
12793         "  'Location_Northing_OSGR': 236490,\n",
12794         "  'Longitude': -0.77989,\n",
12795         "  'Number_of_Casualties': 2,\n",
12796         "  'Number_of_Vehicles': 2,\n",
12797         "  'Pedestrian_Crossing-Human_Control': 0,\n",
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12799         "  'Police_Force': 43,\n",
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12801         "  'Road_Type': 3,\n",
12802         "  'Special_Conditions_at_Site': 0,\n",
12803         "  'Speed_limit': 70,\n",
12804         "  'Time': '15:43',\n",
12805         "  'Urban_or_Rural_Area': 1,\n",
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12809         "    'Driver_Home_Area_Type': 1,\n",
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12811         "    'Engine_Capacity_(CC)': 1686,\n",
12812         "    'Hit_Object_in_Carriageway': 0,\n",
12813         "    'Hit_Object_off_Carriageway': 1,\n",
12814         "    'Journey_Purpose_of_Driver': 6,\n",
12815         "    'Junction_Location': 8,\n",
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12817         "    'Sex_of_Driver': 2,\n",
12818         "    'Skidding_and_Overturning': 0,\n",
12819         "    'Towing_and_Articulation': 0,\n",
12820         "    'Vehicle_Leaving_Carriageway': 1,\n",
12821         "    'Vehicle_Location-Restricted_Lane': 0,\n",
12822         "    'Vehicle_Manoeuvre': 9,\n",
12823         "    'Vehicle_Reference': 1,\n",
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12825         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
12826         "   {'1st_Point_of_Impact': 1,\n",
12827         "    'Age_Band_of_Driver': 6,\n",
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12829         "    'Driver_Home_Area_Type': 2,\n",
12830         "    'Driver_IMD_Decile': 7,\n",
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12833         "    'Hit_Object_off_Carriageway': 0,\n",
12834         "    'Journey_Purpose_of_Driver': 1,\n",
12835         "    'Junction_Location': 1,\n",
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12837         "    'Sex_of_Driver': 1,\n",
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12839         "    'Towing_and_Articulation': 0,\n",
12840         "    'Vehicle_Leaving_Carriageway': 0,\n",
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12842         "    'Vehicle_Manoeuvre': 18,\n",
12843         "    'Vehicle_Reference': 2,\n",
12844         "    'Vehicle_Type': 21,\n",
12845         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
12846         "  'Weather_Conditions': 1,\n",
12847         "  '_id': ObjectId('52a9c98292c4e16686d2b5ba'),\n",
12848         "  'loc': {'coordinates': [-0.77989, 52.020467], 'type': 'Point'}},\n",
12849         " {'1st_Road_Class': 5,\n",
12850         "  '1st_Road_Number': 8006,\n",
12851         "  '2nd_Road_Class': 6,\n",
12852         "  '2nd_Road_Number': 1056,\n",
12853         "  'Accident_Index': '201243S085112',\n",
12854         "  'Accident_Severity': 3,\n",
12855         "  'Carriageway_Hazards': 0,\n",
12856         "  'Casualties': [{'Age_Band_of_Casualty': 11,\n",
12857         "    'Bus_or_Coach_Passenger': 0,\n",
12858         "    'Car_Passenger': 0,\n",
12859         "    'Casualty_Class': 1,\n",
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12862         "    'Casualty_Severity': 3,\n",
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12864         "    'Pedestrian_Location': 0,\n",
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12867         "    'Sex_of_Casualty': 2,\n",
12868         "    'Vehicle_Reference': 1},\n",
12869         "   {'Age_Band_of_Casualty': 6,\n",
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12876         "    'Casualty_Type': 9,\n",
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12879         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
12880         "    'Sex_of_Casualty': 1,\n",
12881         "    'Vehicle_Reference': 2}],\n",
12882         "  'Date': '21/11/2012',\n",
12883         "  'Datetime': datetime.datetime(2012, 11, 21, 12, 9),\n",
12884         "  'Day_of_Week': 4,\n",
12885         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
12886         "  'Junction_Control': 4,\n",
12887         "  'Junction_Detail': 3,\n",
12888         "  'LSOA_of_Accident_Location': 'E01016781',\n",
12889         "  'Latitude': 52.020376,\n",
12890         "  'Light_Conditions': 1,\n",
12891         "  'Local_Authority_(District)': 479,\n",
12892         "  'Local_Authority_(Highway)': 'E06000042',\n",
12893         "  'Location_Easting_OSGR': 483830,\n",
12894         "  'Location_Northing_OSGR': 236480,\n",
12895         "  'Longitude': -0.779747,\n",
12896         "  'Number_of_Casualties': 2,\n",
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12900         "  'Police_Force': 43,\n",
12901         "  'Road_Surface_Conditions': 2,\n",
12902         "  'Road_Type': 3,\n",
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12904         "  'Speed_limit': 70,\n",
12905         "  'Time': '12:09',\n",
12906         "  'Urban_or_Rural_Area': 1,\n",
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12910         "    'Driver_Home_Area_Type': 1,\n",
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12927         "   {'1st_Point_of_Impact': 1,\n",
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12935         "    'Journey_Purpose_of_Driver': 6,\n",
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12946         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
12947         "  'Weather_Conditions': 2,\n",
12948         "  '_id': ObjectId('52a9c98292c4e16686d2b735'),\n",
12949         "  'loc': {'coordinates': [-0.779747, 52.020376], 'type': 'Point'}},\n",
12950         " {'1st_Road_Class': 5,\n",
12951         "  '1st_Road_Number': 8006,\n",
12952         "  '2nd_Road_Class': 6,\n",
12953         "  '2nd_Road_Number': 1056,\n",
12954         "  'Accident_Index': '201243S093122',\n",
12955         "  'Accident_Severity': 3,\n",
12956         "  'Carriageway_Hazards': 0,\n",
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12958         "    'Bus_or_Coach_Passenger': 0,\n",
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12970         "   {'Age_Band_of_Casualty': 8,\n",
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12981         "    'Sex_of_Casualty': 2,\n",
12982         "    'Vehicle_Reference': 2},\n",
12983         "   {'Age_Band_of_Casualty': 10,\n",
12984         "    'Bus_or_Coach_Passenger': 0,\n",
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12986         "    'Casualty_Class': 2,\n",
12987         "    'Casualty_Home_Area_Type': 1,\n",
12988         "    'Casualty_Reference': 3,\n",
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12990         "    'Casualty_Type': 9,\n",
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12994         "    'Sex_of_Casualty': 2,\n",
12995         "    'Vehicle_Reference': 2}],\n",
12996         "  'Date': '19/12/2012',\n",
12997         "  'Datetime': datetime.datetime(2012, 12, 19, 12, 35),\n",
12998         "  'Day_of_Week': 4,\n",
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13001         "  'Junction_Detail': 3,\n",
13002         "  'LSOA_of_Accident_Location': 'E01016781',\n",
13003         "  'Latitude': 52.020366,\n",
13004         "  'Light_Conditions': 1,\n",
13005         "  'Local_Authority_(District)': 479,\n",
13006         "  'Local_Authority_(Highway)': 'E06000042',\n",
13007         "  'Location_Easting_OSGR': 483831,\n",
13008         "  'Location_Northing_OSGR': 236479,\n",
13009         "  'Longitude': -0.779732,\n",
13010         "  'Number_of_Casualties': 3,\n",
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13016         "  'Road_Type': 3,\n",
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13018         "  'Speed_limit': 70,\n",
13019         "  'Time': '12:35',\n",
13020         "  'Urban_or_Rural_Area': 1,\n",
13021         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
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13034         "    'Towing_and_Articulation': 0,\n",
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13041         "   {'1st_Point_of_Impact': 1,\n",
13042         "    'Age_Band_of_Driver': 8,\n",
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13060         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
13061         "  'Weather_Conditions': 1,\n",
13062         "  '_id': ObjectId('52a9c98292c4e16686d2b75f'),\n",
13063         "  'loc': {'coordinates': [-0.779732, 52.020366], 'type': 'Point'}},\n",
13064         " {'1st_Road_Class': 5,\n",
13065         "  '1st_Road_Number': 129,\n",
13066         "  '2nd_Road_Class': 5,\n",
13067         "  '2nd_Road_Number': 129,\n",
13068         "  'Accident_Index': '201243S088012',\n",
13069         "  'Accident_Severity': 3,\n",
13070         "  'Carriageway_Hazards': 0,\n",
13071         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
13072         "    'Bus_or_Coach_Passenger': 0,\n",
13073         "    'Car_Passenger': 0,\n",
13074         "    'Casualty_Class': 1,\n",
13075         "    'Casualty_Home_Area_Type': 1,\n",
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13081         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
13082         "    'Sex_of_Casualty': 2,\n",
13083         "    'Vehicle_Reference': 2}],\n",
13084         "  'Date': '24/01/2012',\n",
13085         "  'Datetime': datetime.datetime(2012, 1, 24, 18, 40),\n",
13086         "  'Day_of_Week': 3,\n",
13087         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
13088         "  'Junction_Control': 4,\n",
13089         "  'Junction_Detail': 3,\n",
13090         "  'LSOA_of_Accident_Location': 'E01016775',\n",
13091         "  'Latitude': 52.024537,\n",
13092         "  'Light_Conditions': 5,\n",
13093         "  'Local_Authority_(District)': 479,\n",
13094         "  'Local_Authority_(Highway)': 'E06000042',\n",
13095         "  'Location_Easting_OSGR': 483650,\n",
13096         "  'Location_Northing_OSGR': 236940,\n",
13097         "  'Longitude': -0.782257,\n",
13098         "  'Number_of_Casualties': 1,\n",
13099         "  'Number_of_Vehicles': 2,\n",
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13101         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
13102         "  'Police_Force': 43,\n",
13103         "  'Road_Surface_Conditions': 1,\n",
13104         "  'Road_Type': 6,\n",
13105         "  'Special_Conditions_at_Site': 0,\n",
13106         "  'Speed_limit': 60,\n",
13107         "  'Time': '18:40',\n",
13108         "  'Urban_or_Rural_Area': 1,\n",
13109         "  'Vehicles': [{'1st_Point_of_Impact': 0,\n",
13110         "    'Age_Band_of_Driver': -1,\n",
13111         "    'Age_of_Vehicle': -1,\n",
13112         "    'Driver_Home_Area_Type': -1,\n",
13113         "    'Driver_IMD_Decile': -1,\n",
13114         "    'Engine_Capacity_(CC)': -1,\n",
13115         "    'Hit_Object_in_Carriageway': 0,\n",
13116         "    'Hit_Object_off_Carriageway': 0,\n",
13117         "    'Journey_Purpose_of_Driver': 6,\n",
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13119         "    'Propulsion_Code': -1,\n",
13120         "    'Sex_of_Driver': 1,\n",
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13122         "    'Towing_and_Articulation': 0,\n",
13123         "    'Vehicle_Leaving_Carriageway': 0,\n",
13124         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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13134         "    'Engine_Capacity_(CC)': 998,\n",
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13136         "    'Hit_Object_off_Carriageway': 0,\n",
13137         "    'Journey_Purpose_of_Driver': 6,\n",
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13140         "    'Sex_of_Driver': 2,\n",
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13142         "    'Towing_and_Articulation': 0,\n",
13143         "    'Vehicle_Leaving_Carriageway': 1,\n",
13144         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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13146         "    'Vehicle_Reference': 2,\n",
13147         "    'Vehicle_Type': 9,\n",
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13149         "  'Weather_Conditions': 1,\n",
13150         "  '_id': ObjectId('52a9c98292c4e16686d2b741'),\n",
13151         "  'loc': {'coordinates': [-0.782257, 52.024537], 'type': 'Point'}},\n",
13152         " {'1st_Road_Class': 5,\n",
13153         "  '1st_Road_Number': 8006,\n",
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13155         "  '2nd_Road_Number': 1085,\n",
13156         "  'Accident_Index': '201243S002022',\n",
13157         "  'Accident_Severity': 3,\n",
13158         "  'Carriageway_Hazards': 0,\n",
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13161         "    'Car_Passenger': 0,\n",
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13170         "    'Sex_of_Casualty': 2,\n",
13171         "    'Vehicle_Reference': 1},\n",
13172         "   {'Age_Band_of_Casualty': 7,\n",
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13177         "    'Casualty_Reference': 2,\n",
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13179         "    'Casualty_Type': 9,\n",
13180         "    'Pedestrian_Location': 0,\n",
13181         "    'Pedestrian_Movement': 0,\n",
13182         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
13183         "    'Sex_of_Casualty': 2,\n",
13184         "    'Vehicle_Reference': 2},\n",
13185         "   {'Age_Band_of_Casualty': 2,\n",
13186         "    'Bus_or_Coach_Passenger': 0,\n",
13187         "    'Car_Passenger': 2,\n",
13188         "    'Casualty_Class': 2,\n",
13189         "    'Casualty_Home_Area_Type': 1,\n",
13190         "    'Casualty_Reference': 4,\n",
13191         "    'Casualty_Severity': 3,\n",
13192         "    'Casualty_Type': 9,\n",
13193         "    'Pedestrian_Location': 0,\n",
13194         "    'Pedestrian_Movement': 0,\n",
13195         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
13196         "    'Sex_of_Casualty': 1,\n",
13197         "    'Vehicle_Reference': 2},\n",
13198         "   {'Age_Band_of_Casualty': 7,\n",
13199         "    'Bus_or_Coach_Passenger': 0,\n",
13200         "    'Car_Passenger': 0,\n",
13201         "    'Casualty_Class': 1,\n",
13202         "    'Casualty_Home_Area_Type': 1,\n",
13203         "    'Casualty_Reference': 3,\n",
13204         "    'Casualty_Severity': 3,\n",
13205         "    'Casualty_Type': 9,\n",
13206         "    'Pedestrian_Location': 0,\n",
13207         "    'Pedestrian_Movement': 0,\n",
13208         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
13209         "    'Sex_of_Casualty': 2,\n",
13210         "    'Vehicle_Reference': 3}],\n",
13211         "  'Date': '02/02/2012',\n",
13212         "  'Datetime': datetime.datetime(2012, 2, 2, 8, 25),\n",
13213         "  'Day_of_Week': 5,\n",
13214         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
13215         "  'Junction_Control': 4,\n",
13216         "  'Junction_Detail': 3,\n",
13217         "  'LSOA_of_Accident_Location': 'E01016775',\n",
13218         "  'Latitude': 52.025996,\n",
13219         "  'Light_Conditions': 1,\n",
13220         "  'Local_Authority_(District)': 479,\n",
13221         "  'Local_Authority_(Highway)': 'E06000042',\n",
13222         "  'Location_Easting_OSGR': 484110,\n",
13223         "  'Location_Northing_OSGR': 237110,\n",
13224         "  'Longitude': -0.775512,\n",
13225         "  'Number_of_Casualties': 4,\n",
13226         "  'Number_of_Vehicles': 3,\n",
13227         "  'Pedestrian_Crossing-Human_Control': 0,\n",
13228         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
13229         "  'Police_Force': 43,\n",
13230         "  'Road_Surface_Conditions': 1,\n",
13231         "  'Road_Type': 3,\n",
13232         "  'Special_Conditions_at_Site': 0,\n",
13233         "  'Speed_limit': 70,\n",
13234         "  'Time': '08:25',\n",
13235         "  'Urban_or_Rural_Area': 2,\n",
13236         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
13237         "    'Age_Band_of_Driver': 9,\n",
13238         "    'Age_of_Vehicle': 1,\n",
13239         "    'Driver_Home_Area_Type': 1,\n",
13240         "    'Driver_IMD_Decile': 8,\n",
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13242         "    'Hit_Object_in_Carriageway': 0,\n",
13243         "    'Hit_Object_off_Carriageway': 0,\n",
13244         "    'Journey_Purpose_of_Driver': 6,\n",
13245         "    'Junction_Location': 8,\n",
13246         "    'Propulsion_Code': 1,\n",
13247         "    'Sex_of_Driver': 2,\n",
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13249         "    'Towing_and_Articulation': 0,\n",
13250         "    'Vehicle_Leaving_Carriageway': 0,\n",
13251         "    'Vehicle_Location-Restricted_Lane': 0,\n",
13252         "    'Vehicle_Manoeuvre': 9,\n",
13253         "    'Vehicle_Reference': 1,\n",
13254         "    'Vehicle_Type': 9,\n",
13255         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
13256         "   {'1st_Point_of_Impact': 3,\n",
13257         "    'Age_Band_of_Driver': 7,\n",
13258         "    'Age_of_Vehicle': 4,\n",
13259         "    'Driver_Home_Area_Type': 1,\n",
13260         "    'Driver_IMD_Decile': 9,\n",
13261         "    'Engine_Capacity_(CC)': 1497,\n",
13262         "    'Hit_Object_in_Carriageway': 0,\n",
13263         "    'Hit_Object_off_Carriageway': 0,\n",
13264         "    'Journey_Purpose_of_Driver': 3,\n",
13265         "    'Junction_Location': 1,\n",
13266         "    'Propulsion_Code': 8,\n",
13267         "    'Sex_of_Driver': 2,\n",
13268         "    'Skidding_and_Overturning': 0,\n",
13269         "    'Towing_and_Articulation': 0,\n",
13270         "    'Vehicle_Leaving_Carriageway': 0,\n",
13271         "    'Vehicle_Location-Restricted_Lane': 0,\n",
13272         "    'Vehicle_Manoeuvre': 18,\n",
13273         "    'Vehicle_Reference': 2,\n",
13274         "    'Vehicle_Type': 9,\n",
13275         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
13276         "   {'1st_Point_of_Impact': 1,\n",
13277         "    'Age_Band_of_Driver': 7,\n",
13278         "    'Age_of_Vehicle': 7,\n",
13279         "    'Driver_Home_Area_Type': 1,\n",
13280         "    'Driver_IMD_Decile': 8,\n",
13281         "    'Engine_Capacity_(CC)': 2148,\n",
13282         "    'Hit_Object_in_Carriageway': 0,\n",
13283         "    'Hit_Object_off_Carriageway': 0,\n",
13284         "    'Journey_Purpose_of_Driver': 2,\n",
13285         "    'Junction_Location': 1,\n",
13286         "    'Propulsion_Code': 2,\n",
13287         "    'Sex_of_Driver': 2,\n",
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13289         "    'Towing_and_Articulation': 0,\n",
13290         "    'Vehicle_Leaving_Carriageway': 0,\n",
13291         "    'Vehicle_Location-Restricted_Lane': 0,\n",
13292         "    'Vehicle_Manoeuvre': 8,\n",
13293         "    'Vehicle_Reference': 3,\n",
13294         "    'Vehicle_Type': 9,\n",
13295         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
13296         "  'Weather_Conditions': 1,\n",
13297         "  '_id': ObjectId('52a9c98292c4e16686d2b5bb'),\n",
13298         "  'loc': {'coordinates': [-0.775512, 52.025996], 'type': 'Point'}},\n",
13299         " {'1st_Road_Class': 5,\n",
13300         "  '1st_Road_Number': 8006,\n",
13301         "  '2nd_Road_Class': 6,\n",
13302         "  '2nd_Road_Number': 1085,\n",
13303         "  'Accident_Index': '201243S036022',\n",
13304         "  'Accident_Severity': 2,\n",
13305         "  'Carriageway_Hazards': 0,\n",
13306         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
13307         "    'Bus_or_Coach_Passenger': 0,\n",
13308         "    'Car_Passenger': 0,\n",
13309         "    'Casualty_Class': 1,\n",
13310         "    'Casualty_Home_Area_Type': -1,\n",
13311         "    'Casualty_Reference': 1,\n",
13312         "    'Casualty_Severity': 2,\n",
13313         "    'Casualty_Type': 5,\n",
13314         "    'Pedestrian_Location': 0,\n",
13315         "    'Pedestrian_Movement': 0,\n",
13316         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
13317         "    'Sex_of_Casualty': 1,\n",
13318         "    'Vehicle_Reference': 1}],\n",
13319         "  'Date': '08/02/2012',\n",
13320         "  'Datetime': datetime.datetime(2012, 2, 8, 13, 30),\n",
13321         "  'Day_of_Week': 4,\n",
13322         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
13323         "  'Junction_Control': 4,\n",
13324         "  'Junction_Detail': 3,\n",
13325         "  'LSOA_of_Accident_Location': 'E01016775',\n",
13326         "  'Latitude': 52.02805,\n",
13327         "  'Light_Conditions': 1,\n",
13328         "  'Local_Authority_(District)': 479,\n",
13329         "  'Local_Authority_(Highway)': 'E06000042',\n",
13330         "  'Location_Easting_OSGR': 484200,\n",
13331         "  'Location_Northing_OSGR': 237340,\n",
13332         "  'Longitude': -0.774144,\n",
13333         "  'Number_of_Casualties': 1,\n",
13334         "  'Number_of_Vehicles': 2,\n",
13335         "  'Pedestrian_Crossing-Human_Control': 0,\n",
13336         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
13337         "  'Police_Force': 43,\n",
13338         "  'Road_Surface_Conditions': 1,\n",
13339         "  'Road_Type': 3,\n",
13340         "  'Special_Conditions_at_Site': 0,\n",
13341         "  'Speed_limit': 70,\n",
13342         "  'Time': '13:30',\n",
13343         "  'Urban_or_Rural_Area': 2,\n",
13344         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
13345         "    'Age_Band_of_Driver': 5,\n",
13346         "    'Age_of_Vehicle': 10,\n",
13347         "    'Driver_Home_Area_Type': -1,\n",
13348         "    'Driver_IMD_Decile': -1,\n",
13349         "    'Engine_Capacity_(CC)': 600,\n",
13350         "    'Hit_Object_in_Carriageway': 0,\n",
13351         "    'Hit_Object_off_Carriageway': 0,\n",
13352         "    'Journey_Purpose_of_Driver': 6,\n",
13353         "    'Junction_Location': 6,\n",
13354         "    'Propulsion_Code': 1,\n",
13355         "    'Sex_of_Driver': 1,\n",
13356         "    'Skidding_and_Overturning': 0,\n",
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13360         "    'Vehicle_Manoeuvre': 9,\n",
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13363         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
13364         "   {'1st_Point_of_Impact': 1,\n",
13365         "    'Age_Band_of_Driver': 8,\n",
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13370         "    'Hit_Object_in_Carriageway': 0,\n",
13371         "    'Hit_Object_off_Carriageway': 0,\n",
13372         "    'Journey_Purpose_of_Driver': 6,\n",
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13375         "    'Sex_of_Driver': 3,\n",
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13377         "    'Towing_and_Articulation': 0,\n",
13378         "    'Vehicle_Leaving_Carriageway': 0,\n",
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13380         "    'Vehicle_Manoeuvre': 18,\n",
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13382         "    'Vehicle_Type': 9,\n",
13383         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
13384         "  'Weather_Conditions': 1,\n",
13385         "  '_id': ObjectId('52a9c98292c4e16686d2b64a'),\n",
13386         "  'loc': {'coordinates': [-0.774144, 52.02805], 'type': 'Point'}},\n",
13387         " {'1st_Road_Class': 5,\n",
13388         "  '1st_Road_Number': 8006,\n",
13389         "  '2nd_Road_Class': 6,\n",
13390         "  '2nd_Road_Number': 1085,\n",
13391         "  'Accident_Index': '201243S093022',\n",
13392         "  'Accident_Severity': 3,\n",
13393         "  'Carriageway_Hazards': 0,\n",
13394         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
13395         "    'Bus_or_Coach_Passenger': 0,\n",
13396         "    'Car_Passenger': 0,\n",
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13399         "    'Casualty_Reference': 1,\n",
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13401         "    'Casualty_Type': 9,\n",
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13404         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
13405         "    'Sex_of_Casualty': 1,\n",
13406         "    'Vehicle_Reference': 2}],\n",
13407         "  'Date': '20/02/2012',\n",
13408         "  'Datetime': datetime.datetime(2012, 2, 20, 8, 28),\n",
13409         "  'Day_of_Week': 2,\n",
13410         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
13411         "  'Junction_Control': 4,\n",
13412         "  'Junction_Detail': 3,\n",
13413         "  'LSOA_of_Accident_Location': 'E01016775',\n",
13414         "  'Latitude': 52.025454,\n",
13415         "  'Light_Conditions': 1,\n",
13416         "  'Local_Authority_(District)': 479,\n",
13417         "  'Local_Authority_(Highway)': 'E06000042',\n",
13418         "  'Location_Easting_OSGR': 484130,\n",
13419         "  'Location_Northing_OSGR': 237050,\n",
13420         "  'Longitude': -0.775236,\n",
13421         "  'Number_of_Casualties': 1,\n",
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13424         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
13425         "  'Police_Force': 43,\n",
13426         "  'Road_Surface_Conditions': 1,\n",
13427         "  'Road_Type': 3,\n",
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13429         "  'Speed_limit': 70,\n",
13430         "  'Time': '08:28',\n",
13431         "  'Urban_or_Rural_Area': 2,\n",
13432         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
13433         "    'Age_Band_of_Driver': 9,\n",
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13435         "    'Driver_Home_Area_Type': 2,\n",
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13438         "    'Hit_Object_in_Carriageway': 0,\n",
13439         "    'Hit_Object_off_Carriageway': 0,\n",
13440         "    'Journey_Purpose_of_Driver': 1,\n",
13441         "    'Junction_Location': 8,\n",
13442         "    'Propulsion_Code': 2,\n",
13443         "    'Sex_of_Driver': 1,\n",
13444         "    'Skidding_and_Overturning': 0,\n",
13445         "    'Towing_and_Articulation': 0,\n",
13446         "    'Vehicle_Leaving_Carriageway': 0,\n",
13447         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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13450         "    'Vehicle_Type': 9,\n",
13451         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
13452         "   {'1st_Point_of_Impact': 3,\n",
13453         "    'Age_Band_of_Driver': 6,\n",
13454         "    'Age_of_Vehicle': 12,\n",
13455         "    'Driver_Home_Area_Type': 1,\n",
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13458         "    'Hit_Object_in_Carriageway': 0,\n",
13459         "    'Hit_Object_off_Carriageway': 0,\n",
13460         "    'Journey_Purpose_of_Driver': 1,\n",
13461         "    'Junction_Location': 1,\n",
13462         "    'Propulsion_Code': 1,\n",
13463         "    'Sex_of_Driver': 1,\n",
13464         "    'Skidding_and_Overturning': 0,\n",
13465         "    'Towing_and_Articulation': 0,\n",
13466         "    'Vehicle_Leaving_Carriageway': 0,\n",
13467         "    'Vehicle_Location-Restricted_Lane': 0,\n",
13468         "    'Vehicle_Manoeuvre': 18,\n",
13469         "    'Vehicle_Reference': 2,\n",
13470         "    'Vehicle_Type': 9,\n",
13471         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
13472         "  'Weather_Conditions': 1,\n",
13473         "  '_id': ObjectId('52a9c98292c4e16686d2b75b'),\n",
13474         "  'loc': {'coordinates': [-0.775236, 52.025454], 'type': 'Point'}},\n",
13475         " {'1st_Road_Class': 5,\n",
13476         "  '1st_Road_Number': 8006,\n",
13477         "  '2nd_Road_Class': 6,\n",
13478         "  '2nd_Road_Number': 1085,\n",
13479         "  'Accident_Index': '201243S061032',\n",
13480         "  'Accident_Severity': 3,\n",
13481         "  'Carriageway_Hazards': 0,\n",
13482         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
13483         "    'Bus_or_Coach_Passenger': 0,\n",
13484         "    'Car_Passenger': 0,\n",
13485         "    'Casualty_Class': 1,\n",
13486         "    'Casualty_Home_Area_Type': -1,\n",
13487         "    'Casualty_Reference': 1,\n",
13488         "    'Casualty_Severity': 3,\n",
13489         "    'Casualty_Type': 9,\n",
13490         "    'Pedestrian_Location': 0,\n",
13491         "    'Pedestrian_Movement': 0,\n",
13492         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
13493         "    'Sex_of_Casualty': 1,\n",
13494         "    'Vehicle_Reference': 1},\n",
13495         "   {'Age_Band_of_Casualty': 7,\n",
13496         "    'Bus_or_Coach_Passenger': 0,\n",
13497         "    'Car_Passenger': 1,\n",
13498         "    'Casualty_Class': 2,\n",
13499         "    'Casualty_Home_Area_Type': -1,\n",
13500         "    'Casualty_Reference': 2,\n",
13501         "    'Casualty_Severity': 3,\n",
13502         "    'Casualty_Type': 9,\n",
13503         "    'Pedestrian_Location': 0,\n",
13504         "    'Pedestrian_Movement': 0,\n",
13505         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
13506         "    'Sex_of_Casualty': 1,\n",
13507         "    'Vehicle_Reference': 1},\n",
13508         "   {'Age_Band_of_Casualty': 7,\n",
13509         "    'Bus_or_Coach_Passenger': 0,\n",
13510         "    'Car_Passenger': 2,\n",
13511         "    'Casualty_Class': 2,\n",
13512         "    'Casualty_Home_Area_Type': -1,\n",
13513         "    'Casualty_Reference': 3,\n",
13514         "    'Casualty_Severity': 3,\n",
13515         "    'Casualty_Type': 9,\n",
13516         "    'Pedestrian_Location': 0,\n",
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13518         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
13519         "    'Sex_of_Casualty': 1,\n",
13520         "    'Vehicle_Reference': 1},\n",
13521         "   {'Age_Band_of_Casualty': 7,\n",
13522         "    'Bus_or_Coach_Passenger': 0,\n",
13523         "    'Car_Passenger': 2,\n",
13524         "    'Casualty_Class': 2,\n",
13525         "    'Casualty_Home_Area_Type': -1,\n",
13526         "    'Casualty_Reference': 4,\n",
13527         "    'Casualty_Severity': 3,\n",
13528         "    'Casualty_Type': 9,\n",
13529         "    'Pedestrian_Location': 0,\n",
13530         "    'Pedestrian_Movement': 0,\n",
13531         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
13532         "    'Sex_of_Casualty': 2,\n",
13533         "    'Vehicle_Reference': 1},\n",
13534         "   {'Age_Band_of_Casualty': 7,\n",
13535         "    'Bus_or_Coach_Passenger': 0,\n",
13536         "    'Car_Passenger': 0,\n",
13537         "    'Casualty_Class': 1,\n",
13538         "    'Casualty_Home_Area_Type': 1,\n",
13539         "    'Casualty_Reference': 5,\n",
13540         "    'Casualty_Severity': 3,\n",
13541         "    'Casualty_Type': 9,\n",
13542         "    'Pedestrian_Location': 0,\n",
13543         "    'Pedestrian_Movement': 0,\n",
13544         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
13545         "    'Sex_of_Casualty': 1,\n",
13546         "    'Vehicle_Reference': 2}],\n",
13547         "  'Date': '13/03/2012',\n",
13548         "  'Datetime': datetime.datetime(2012, 3, 13, 9, 21),\n",
13549         "  'Day_of_Week': 3,\n",
13550         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
13551         "  'Junction_Control': 4,\n",
13552         "  'Junction_Detail': 3,\n",
13553         "  'LSOA_of_Accident_Location': 'E01016775',\n",
13554         "  'Latitude': 52.025548,\n",
13555         "  'Light_Conditions': 1,\n",
13556         "  'Local_Authority_(District)': 479,\n",
13557         "  'Local_Authority_(Highway)': 'E06000042',\n",
13558         "  'Location_Easting_OSGR': 484100,\n",
13559         "  'Location_Northing_OSGR': 237060,\n",
13560         "  'Longitude': -0.77567,\n",
13561         "  'Number_of_Casualties': 5,\n",
13562         "  'Number_of_Vehicles': 2,\n",
13563         "  'Pedestrian_Crossing-Human_Control': 0,\n",
13564         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
13565         "  'Police_Force': 43,\n",
13566         "  'Road_Surface_Conditions': 1,\n",
13567         "  'Road_Type': 3,\n",
13568         "  'Special_Conditions_at_Site': 0,\n",
13569         "  'Speed_limit': 70,\n",
13570         "  'Time': '09:21',\n",
13571         "  'Urban_or_Rural_Area': 2,\n",
13572         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
13573         "    'Age_Band_of_Driver': 7,\n",
13574         "    'Age_of_Vehicle': 1,\n",
13575         "    'Driver_Home_Area_Type': -1,\n",
13576         "    'Driver_IMD_Decile': -1,\n",
13577         "    'Engine_Capacity_(CC)': 1248,\n",
13578         "    'Hit_Object_in_Carriageway': 0,\n",
13579         "    'Hit_Object_off_Carriageway': 0,\n",
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13585         "    'Towing_and_Articulation': 0,\n",
13586         "    'Vehicle_Leaving_Carriageway': 0,\n",
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13590         "    'Vehicle_Type': 9,\n",
13591         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
13592         "   {'1st_Point_of_Impact': 1,\n",
13593         "    'Age_Band_of_Driver': 7,\n",
13594         "    'Age_of_Vehicle': 7,\n",
13595         "    'Driver_Home_Area_Type': 1,\n",
13596         "    'Driver_IMD_Decile': 2,\n",
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13599         "    'Hit_Object_off_Carriageway': 0,\n",
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13601         "    'Junction_Location': 1,\n",
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13617         "  '2nd_Road_Class': -1,\n",
13618         "  '2nd_Road_Number': 0,\n",
13619         "  'Accident_Index': '201243S018012',\n",
13620         "  'Accident_Severity': 3,\n",
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13623         "    'Bus_or_Coach_Passenger': 0,\n",
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13633         "    'Sex_of_Casualty': 2,\n",
13634         "    'Vehicle_Reference': 1}],\n",
13635         "  'Date': '01/01/2012',\n",
13636         "  'Datetime': datetime.datetime(2012, 1, 1, 2, 25),\n",
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13642         "  'Latitude': 52.034519,\n",
13643         "  'Light_Conditions': 4,\n",
13644         "  'Local_Authority_(District)': 479,\n",
13645         "  'Local_Authority_(Highway)': 'E06000042',\n",
13646         "  'Location_Easting_OSGR': 484220,\n",
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13648         "  'Longitude': -0.773676,\n",
13649         "  'Number_of_Casualties': 1,\n",
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13658         "  'Time': '02:25',\n",
13659         "  'Urban_or_Rural_Area': 1,\n",
13660         "  'Vehicles': [{'1st_Point_of_Impact': 0,\n",
13661         "    'Age_Band_of_Driver': 6,\n",
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13685         "  '2nd_Road_Class': -1,\n",
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13687         "  'Accident_Index': '201243S115042',\n",
13688         "  'Accident_Severity': 3,\n",
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13701         "    'Sex_of_Casualty': 2,\n",
13702         "    'Vehicle_Reference': 1}],\n",
13703         "  'Date': '27/04/2012',\n",
13704         "  'Datetime': datetime.datetime(2012, 4, 27, 17, 5),\n",
13705         "  'Day_of_Week': 6,\n",
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13715         "  'Location_Northing_OSGR': 238020,\n",
13716         "  'Longitude': -0.770917,\n",
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13725         "  'Speed_limit': 30,\n",
13726         "  'Time': '17:05',\n",
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13755         "  'Accident_Index': '201243S060012',\n",
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13769         "    'Sex_of_Casualty': 2,\n",
13770         "    'Vehicle_Reference': 2}],\n",
13771         "  'Date': '19/01/2012',\n",
13772         "  'Datetime': datetime.datetime(2012, 1, 19, 6, 55),\n",
13773         "  'Day_of_Week': 5,\n",
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13794         "  'Time': '06:55',\n",
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13816         "   {'1st_Point_of_Impact': 1,\n",
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13839         " {'1st_Road_Class': 6,\n",
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13841         "  '2nd_Road_Class': -1,\n",
13842         "  '2nd_Road_Number': 0,\n",
13843         "  'Accident_Index': '201243S032032',\n",
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13845         "  'Carriageway_Hazards': 0,\n",
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13847         "    'Bus_or_Coach_Passenger': 0,\n",
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13858         "    'Vehicle_Reference': 1}],\n",
13859         "  'Date': '08/03/2012',\n",
13860         "  'Datetime': datetime.datetime(2012, 3, 8, 17, 52),\n",
13861         "  'Day_of_Week': 5,\n",
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13865         "  'LSOA_of_Accident_Location': 'E01016730',\n",
13866         "  'Latitude': 52.035406,\n",
13867         "  'Light_Conditions': 1,\n",
13868         "  'Local_Authority_(District)': 479,\n",
13869         "  'Local_Authority_(Highway)': 'E06000042',\n",
13870         "  'Location_Easting_OSGR': 484300,\n",
13871         "  'Location_Northing_OSGR': 238160,\n",
13872         "  'Longitude': -0.772485,\n",
13873         "  'Number_of_Casualties': 1,\n",
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13875         "  'Pedestrian_Crossing-Human_Control': 0,\n",
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13877         "  'Police_Force': 43,\n",
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13879         "  'Road_Type': 6,\n",
13880         "  'Special_Conditions_at_Site': 0,\n",
13881         "  'Speed_limit': 30,\n",
13882         "  'Time': '17:52',\n",
13883         "  'Urban_or_Rural_Area': 1,\n",
13884         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
13885         "    'Age_Band_of_Driver': 6,\n",
13886         "    'Age_of_Vehicle': -1,\n",
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13889         "    'Engine_Capacity_(CC)': -1,\n",
13890         "    'Hit_Object_in_Carriageway': 0,\n",
13891         "    'Hit_Object_off_Carriageway': 0,\n",
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13905         "  '_id': ObjectId('52a9c98292c4e16686d2b635'),\n",
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13907         " {'1st_Road_Class': 3,\n",
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13909         "  '2nd_Road_Class': 5,\n",
13910         "  '2nd_Road_Number': 156,\n",
13911         "  'Accident_Index': '201243S037042',\n",
13912         "  'Accident_Severity': 3,\n",
13913         "  'Carriageway_Hazards': 0,\n",
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13915         "    'Bus_or_Coach_Passenger': 0,\n",
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13921         "    'Casualty_Type': 5,\n",
13922         "    'Pedestrian_Location': 0,\n",
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13925         "    'Sex_of_Casualty': 1,\n",
13926         "    'Vehicle_Reference': 1}],\n",
13927         "  'Date': '13/04/2012',\n",
13928         "  'Datetime': datetime.datetime(2012, 4, 13, 21, 15),\n",
13929         "  'Day_of_Week': 6,\n",
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13938         "  'Location_Easting_OSGR': 484180,\n",
13939         "  'Location_Northing_OSGR': 238630,\n",
13940         "  'Longitude': -0.774119,\n",
13941         "  'Number_of_Casualties': 1,\n",
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13943         "  'Pedestrian_Crossing-Human_Control': 0,\n",
13944         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
13945         "  'Police_Force': 43,\n",
13946         "  'Road_Surface_Conditions': 1,\n",
13947         "  'Road_Type': 1,\n",
13948         "  'Special_Conditions_at_Site': 0,\n",
13949         "  'Speed_limit': 40,\n",
13950         "  'Time': '21:15',\n",
13951         "  'Urban_or_Rural_Area': 1,\n",
13952         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
13953         "    'Age_Band_of_Driver': 5,\n",
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13958         "    'Hit_Object_in_Carriageway': 0,\n",
13959         "    'Hit_Object_off_Carriageway': 0,\n",
13960         "    'Journey_Purpose_of_Driver': 6,\n",
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13962         "    'Propulsion_Code': -1,\n",
13963         "    'Sex_of_Driver': 1,\n",
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13965         "    'Towing_and_Articulation': 0,\n",
13966         "    'Vehicle_Leaving_Carriageway': 0,\n",
13967         "    'Vehicle_Location-Restricted_Lane': 0,\n",
13968         "    'Vehicle_Manoeuvre': 15,\n",
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13972         "   {'1st_Point_of_Impact': 4,\n",
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13996         "  '1st_Road_Number': 156,\n",
13997         "  '2nd_Road_Class': 6,\n",
13998         "  '2nd_Road_Number': 8106,\n",
13999         "  'Accident_Index': '201243S040082',\n",
14000         "  'Accident_Severity': 3,\n",
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14014         "    'Vehicle_Reference': 1}],\n",
14015         "  'Date': '13/08/2012',\n",
14016         "  'Datetime': datetime.datetime(2012, 8, 13, 10, 24),\n",
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14022         "  'Latitude': 52.03756,\n",
14023         "  'Light_Conditions': 1,\n",
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14027         "  'Location_Northing_OSGR': 238400,\n",
14028         "  'Longitude': -0.772135,\n",
14029         "  'Number_of_Casualties': 1,\n",
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14038         "  'Time': '10:24',\n",
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14060         "   {'1st_Point_of_Impact': 2,\n",
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14085         "  '2nd_Road_Class': -1,\n",
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14087         "  'Accident_Index': '201243S116102',\n",
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14102         "    'Vehicle_Reference': 1}],\n",
14103         "  'Date': '25/10/2012',\n",
14104         "  'Datetime': datetime.datetime(2012, 10, 25, 6, 27),\n",
14105         "  'Day_of_Week': 5,\n",
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14109         "  'LSOA_of_Accident_Location': 'E01016730',\n",
14110         "  'Latitude': 52.036156,\n",
14111         "  'Light_Conditions': 4,\n",
14112         "  'Local_Authority_(District)': 479,\n",
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14114         "  'Location_Easting_OSGR': 484090,\n",
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14116         "  'Longitude': -0.775526,\n",
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14122         "  'Road_Surface_Conditions': 2,\n",
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14126         "  'Time': '06:27',\n",
14127         "  'Urban_or_Rural_Area': 1,\n",
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14135         "    'Hit_Object_off_Carriageway': 0,\n",
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14175         "  'Accident_Index': '201243S153122',\n",
14176         "  'Accident_Severity': 3,\n",
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14190         "    'Vehicle_Reference': 2}],\n",
14191         "  'Date': '27/12/2012',\n",
14192         "  'Datetime': datetime.datetime(2012, 12, 27, 18, 41),\n",
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14198         "  'Latitude': 52.035831,\n",
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14211         "  'Road_Type': 6,\n",
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14213         "  'Speed_limit': 30,\n",
14214         "  'Time': '18:41',\n",
14215         "  'Urban_or_Rural_Area': 1,\n",
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14236         "   {'1st_Point_of_Impact': 1,\n",
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14261         "  '2nd_Road_Class': -1,\n",
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14263         "  'Accident_Index': '201243S086042',\n",
14264         "  'Accident_Severity': 3,\n",
14265         "  'Carriageway_Hazards': 0,\n",
14266         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
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14277         "    'Sex_of_Casualty': 2,\n",
14278         "    'Vehicle_Reference': 2}],\n",
14279         "  'Date': '24/04/2012',\n",
14280         "  'Datetime': datetime.datetime(2012, 4, 24, 17, 50),\n",
14281         "  'Day_of_Week': 3,\n",
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14286         "  'Latitude': 52.036589,\n",
14287         "  'Light_Conditions': 1,\n",
14288         "  'Local_Authority_(District)': 479,\n",
14289         "  'Local_Authority_(Highway)': 'E06000042',\n",
14290         "  'Location_Easting_OSGR': 483610,\n",
14291         "  'Location_Northing_OSGR': 238280,\n",
14292         "  'Longitude': -0.782512,\n",
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14299         "  'Road_Type': 1,\n",
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14301         "  'Speed_limit': 40,\n",
14302         "  'Time': '17:50',\n",
14303         "  'Urban_or_Rural_Area': 2,\n",
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14311         "    'Hit_Object_off_Carriageway': 0,\n",
14312         "    'Journey_Purpose_of_Driver': 6,\n",
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14317         "    'Towing_and_Articulation': -1,\n",
14318         "    'Vehicle_Leaving_Carriageway': 0,\n",
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14325         "    'Age_Band_of_Driver': 4,\n",
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14330         "    'Hit_Object_in_Carriageway': 0,\n",
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14332         "    'Journey_Purpose_of_Driver': 6,\n",
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14350         "  '2nd_Road_Number': 0,\n",
14351         "  'Accident_Index': '201243S027052',\n",
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14360         "    'Casualty_Severity': 2,\n",
14361         "    'Casualty_Type': 1,\n",
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14364         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
14365         "    'Sex_of_Casualty': 1,\n",
14366         "    'Vehicle_Reference': 1}],\n",
14367         "  'Date': '03/05/2012',\n",
14368         "  'Datetime': datetime.datetime(2012, 5, 3, 21, 35),\n",
14369         "  'Day_of_Week': 5,\n",
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14373         "  'LSOA_of_Accident_Location': 'E01016774',\n",
14374         "  'Latitude': 52.033907,\n",
14375         "  'Light_Conditions': 4,\n",
14376         "  'Local_Authority_(District)': 479,\n",
14377         "  'Local_Authority_(Highway)': 'E06000042',\n",
14378         "  'Location_Easting_OSGR': 483510,\n",
14379         "  'Location_Northing_OSGR': 237980,\n",
14380         "  'Longitude': -0.784043,\n",
14381         "  'Number_of_Casualties': 1,\n",
14382         "  'Number_of_Vehicles': 1,\n",
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14385         "  'Police_Force': 43,\n",
14386         "  'Road_Surface_Conditions': 2,\n",
14387         "  'Road_Type': 6,\n",
14388         "  'Special_Conditions_at_Site': 0,\n",
14389         "  'Speed_limit': 30,\n",
14390         "  'Time': '21:35',\n",
14391         "  'Urban_or_Rural_Area': 2,\n",
14392         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
14393         "    'Age_Band_of_Driver': 7,\n",
14394         "    'Age_of_Vehicle': -1,\n",
14395         "    'Driver_Home_Area_Type': 1,\n",
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14398         "    'Hit_Object_in_Carriageway': 0,\n",
14399         "    'Hit_Object_off_Carriageway': 0,\n",
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14401         "    'Junction_Location': 0,\n",
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14405         "    'Towing_and_Articulation': 0,\n",
14406         "    'Vehicle_Leaving_Carriageway': 0,\n",
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14408         "    'Vehicle_Manoeuvre': 18,\n",
14409         "    'Vehicle_Reference': 1,\n",
14410         "    'Vehicle_Type': 1,\n",
14411         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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14414         "  'loc': {'coordinates': [-0.784043, 52.033907], 'type': 'Point'}},\n",
14415         " {'1st_Road_Class': 5,\n",
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14417         "  '2nd_Road_Class': 6,\n",
14418         "  '2nd_Road_Number': 1085,\n",
14419         "  'Accident_Index': '201243S043092',\n",
14420         "  'Accident_Severity': 3,\n",
14421         "  'Carriageway_Hazards': 0,\n",
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14433         "    'Sex_of_Casualty': 2,\n",
14434         "    'Vehicle_Reference': 1},\n",
14435         "   {'Age_Band_of_Casualty': 8,\n",
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14446         "    'Sex_of_Casualty': 2,\n",
14447         "    'Vehicle_Reference': 2}],\n",
14448         "  'Date': '13/09/2012',\n",
14449         "  'Datetime': datetime.datetime(2012, 9, 13, 15, 35),\n",
14450         "  'Day_of_Week': 5,\n",
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14454         "  'LSOA_of_Accident_Location': 'E01016774',\n",
14455         "  'Latitude': 52.033947,\n",
14456         "  'Light_Conditions': 1,\n",
14457         "  'Local_Authority_(District)': 479,\n",
14458         "  'Local_Authority_(Highway)': 'E06000042',\n",
14459         "  'Location_Easting_OSGR': 483240,\n",
14460         "  'Location_Northing_OSGR': 237980,\n",
14461         "  'Longitude': -0.787978,\n",
14462         "  'Number_of_Casualties': 2,\n",
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14470         "  'Speed_limit': 60,\n",
14471         "  'Time': '15:35',\n",
14472         "  'Urban_or_Rural_Area': 1,\n",
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14474         "    'Age_Band_of_Driver': 10,\n",
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14480         "    'Hit_Object_off_Carriageway': 0,\n",
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14492         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
14493         "   {'1st_Point_of_Impact': 1,\n",
14494         "    'Age_Band_of_Driver': 8,\n",
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14520         "  'Accident_Index': '201243S008022',\n",
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14535         "    'Vehicle_Reference': 1}],\n",
14536         "  'Date': '02/02/2012',\n",
14537         "  'Datetime': datetime.datetime(2012, 2, 2, 6, 10),\n",
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14544         "  'Light_Conditions': 4,\n",
14545         "  'Local_Authority_(District)': 479,\n",
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14547         "  'Location_Easting_OSGR': 482820,\n",
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14549         "  'Longitude': -0.793978,\n",
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14558         "  'Speed_limit': 60,\n",
14559         "  'Time': '06:10',\n",
14560         "  'Urban_or_Rural_Area': 2,\n",
14561         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
14562         "    'Age_Band_of_Driver': 6,\n",
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14588         "  'Accident_Index': '201243S036042',\n",
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14603         "    'Vehicle_Reference': 1}],\n",
14604         "  'Date': '14/04/2012',\n",
14605         "  'Datetime': datetime.datetime(2012, 4, 14, 2, 20),\n",
14606         "  'Day_of_Week': 7,\n",
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14611         "  'Latitude': 52.039106,\n",
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14616         "  'Location_Northing_OSGR': 238550,\n",
14617         "  'Longitude': -0.791192,\n",
14618         "  'Number_of_Casualties': 1,\n",
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14627         "  'Time': '02:20',\n",
14628         "  'Urban_or_Rural_Area': 2,\n",
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14630         "    'Age_Band_of_Driver': 5,\n",
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14636         "    'Hit_Object_off_Carriageway': 7,\n",
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14640         "    'Sex_of_Driver': 1,\n",
14641         "    'Skidding_and_Overturning': 2,\n",
14642         "    'Towing_and_Articulation': 0,\n",
14643         "    'Vehicle_Leaving_Carriageway': 2,\n",
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14645         "    'Vehicle_Manoeuvre': 18,\n",
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14650         "  '_id': ObjectId('52a9c98292c4e16686d2b64c'),\n",
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14652         " {'1st_Road_Class': 5,\n",
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14654         "  '2nd_Road_Class': -1,\n",
14655         "  '2nd_Road_Number': 0,\n",
14656         "  'Accident_Index': '201243S111052',\n",
14657         "  'Accident_Severity': 3,\n",
14658         "  'Carriageway_Hazards': 0,\n",
14659         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
14660         "    'Bus_or_Coach_Passenger': 0,\n",
14661         "    'Car_Passenger': 0,\n",
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14669         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
14670         "    'Sex_of_Casualty': 1,\n",
14671         "    'Vehicle_Reference': 2},\n",
14672         "   {'Age_Band_of_Casualty': 8,\n",
14673         "    'Bus_or_Coach_Passenger': 0,\n",
14674         "    'Car_Passenger': 1,\n",
14675         "    'Casualty_Class': 2,\n",
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14680         "    'Pedestrian_Location': 0,\n",
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14683         "    'Sex_of_Casualty': 2,\n",
14684         "    'Vehicle_Reference': 2}],\n",
14685         "  'Date': '26/05/2012',\n",
14686         "  'Datetime': datetime.datetime(2012, 5, 26, 15, 0),\n",
14687         "  'Day_of_Week': 7,\n",
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14692         "  'Latitude': 52.037974,\n",
14693         "  'Light_Conditions': 1,\n",
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14695         "  'Local_Authority_(Highway)': 'E06000042',\n",
14696         "  'Location_Easting_OSGR': 482760,\n",
14697         "  'Location_Northing_OSGR': 238420,\n",
14698         "  'Longitude': -0.794867,\n",
14699         "  'Number_of_Casualties': 2,\n",
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14704         "  'Road_Surface_Conditions': 1,\n",
14705         "  'Road_Type': 6,\n",
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14707         "  'Speed_limit': 60,\n",
14708         "  'Time': '15:00',\n",
14709         "  'Urban_or_Rural_Area': 2,\n",
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14757         "  'Accident_Index': '201243S041062',\n",
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14772         "    'Vehicle_Reference': 2}],\n",
14773         "  'Date': '09/06/2012',\n",
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14894         "  'Date': '27/06/2012',\n",
14895         "  'Datetime': datetime.datetime(2012, 6, 27, 9, 25),\n",
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14995         "  'Date': '08/07/2012',\n",
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15094         "    'Sex_of_Casualty': 2,\n",
15095         "    'Vehicle_Reference': 2}],\n",
15096         "  'Date': '10/07/2012',\n",
15097         "  'Datetime': datetime.datetime(2012, 7, 10, 7, 10),\n",
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15104         "  'Light_Conditions': 1,\n",
15105         "  'Local_Authority_(District)': 479,\n",
15106         "  'Local_Authority_(Highway)': 'E06000042',\n",
15107         "  'Location_Easting_OSGR': 482840,\n",
15108         "  'Location_Northing_OSGR': 237550,\n",
15109         "  'Longitude': -0.793912,\n",
15110         "  'Number_of_Casualties': 2,\n",
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15119         "  'Time': '07:10',\n",
15120         "  'Urban_or_Rural_Area': 1,\n",
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15148         "    'Hit_Object_off_Carriageway': 0,\n",
15149         "    'Journey_Purpose_of_Driver': 1,\n",
15150         "    'Junction_Location': 1,\n",
15151         "    'Propulsion_Code': 1,\n",
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15160         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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15163         "  'loc': {'coordinates': [-0.793912, 52.030142], 'type': 'Point'}},\n",
15164         " {'1st_Road_Class': 5,\n",
15165         "  '1st_Road_Number': 129,\n",
15166         "  '2nd_Road_Class': 5,\n",
15167         "  '2nd_Road_Number': 145,\n",
15168         "  'Accident_Index': '201243S084102',\n",
15169         "  'Accident_Severity': 3,\n",
15170         "  'Carriageway_Hazards': 0,\n",
15171         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
15172         "    'Bus_or_Coach_Passenger': 0,\n",
15173         "    'Car_Passenger': 2,\n",
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15177         "    'Casualty_Severity': 3,\n",
15178         "    'Casualty_Type': 9,\n",
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15182         "    'Sex_of_Casualty': 2,\n",
15183         "    'Vehicle_Reference': 2}],\n",
15184         "  'Date': '20/10/2012',\n",
15185         "  'Datetime': datetime.datetime(2012, 10, 20, 13, 0),\n",
15186         "  'Day_of_Week': 7,\n",
15187         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
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15189         "  'Junction_Detail': 1,\n",
15190         "  'LSOA_of_Accident_Location': 'E01016778',\n",
15191         "  'Latitude': 52.029872,\n",
15192         "  'Light_Conditions': 1,\n",
15193         "  'Local_Authority_(District)': 479,\n",
15194         "  'Local_Authority_(Highway)': 'E06000042',\n",
15195         "  'Location_Easting_OSGR': 482840,\n",
15196         "  'Location_Northing_OSGR': 237520,\n",
15197         "  'Longitude': -0.793919,\n",
15198         "  'Number_of_Casualties': 1,\n",
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15204         "  'Road_Type': 6,\n",
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15206         "  'Speed_limit': 60,\n",
15207         "  'Time': '13:00',\n",
15208         "  'Urban_or_Rural_Area': 1,\n",
15209         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
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15217         "    'Journey_Purpose_of_Driver': 6,\n",
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15229         "   {'1st_Point_of_Impact': 3,\n",
15230         "    'Age_Band_of_Driver': 8,\n",
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15232         "    'Driver_Home_Area_Type': 1,\n",
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15237         "    'Journey_Purpose_of_Driver': 6,\n",
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15247         "    'Vehicle_Type': 9,\n",
15248         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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15252         " {'1st_Road_Class': 5,\n",
15253         "  '1st_Road_Number': 129,\n",
15254         "  '2nd_Road_Class': 5,\n",
15255         "  '2nd_Road_Number': 8005,\n",
15256         "  'Accident_Index': '201243S092122',\n",
15257         "  'Accident_Severity': 3,\n",
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15260         "    'Bus_or_Coach_Passenger': 0,\n",
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15264         "    'Casualty_Reference': 1,\n",
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15266         "    'Casualty_Type': 1,\n",
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15269         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
15270         "    'Sex_of_Casualty': 1,\n",
15271         "    'Vehicle_Reference': 2}],\n",
15272         "  'Date': '19/12/2012',\n",
15273         "  'Datetime': datetime.datetime(2012, 12, 19, 7, 40),\n",
15274         "  'Day_of_Week': 4,\n",
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15276         "  'Junction_Control': 4,\n",
15277         "  'Junction_Detail': 1,\n",
15278         "  'LSOA_of_Accident_Location': 'E01016778',\n",
15279         "  'Latitude': 52.029879,\n",
15280         "  'Light_Conditions': 4,\n",
15281         "  'Local_Authority_(District)': 479,\n",
15282         "  'Local_Authority_(Highway)': 'E06000042',\n",
15283         "  'Location_Easting_OSGR': 482793,\n",
15284         "  'Location_Northing_OSGR': 237520,\n",
15285         "  'Longitude': -0.794604,\n",
15286         "  'Number_of_Casualties': 1,\n",
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15291         "  'Road_Surface_Conditions': 2,\n",
15292         "  'Road_Type': 1,\n",
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15294         "  'Speed_limit': 60,\n",
15295         "  'Time': '07:40',\n",
15296         "  'Urban_or_Rural_Area': 1,\n",
15297         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
15298         "    'Age_Band_of_Driver': 9,\n",
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15306         "    'Junction_Location': 4,\n",
15307         "    'Propulsion_Code': 1,\n",
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15317         "   {'1st_Point_of_Impact': 4,\n",
15318         "    'Age_Band_of_Driver': 7,\n",
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15325         "    'Journey_Purpose_of_Driver': 2,\n",
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15340         " {'1st_Road_Class': 6,\n",
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15342         "  '2nd_Road_Class': -1,\n",
15343         "  '2nd_Road_Number': 0,\n",
15344         "  'Accident_Index': '201243S003102',\n",
15345         "  'Accident_Severity': 3,\n",
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15358         "    'Sex_of_Casualty': 1,\n",
15359         "    'Vehicle_Reference': 2}],\n",
15360         "  'Date': '02/10/2012',\n",
15361         "  'Datetime': datetime.datetime(2012, 10, 2, 8, 10),\n",
15362         "  'Day_of_Week': 3,\n",
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15367         "  'Latitude': 52.025598,\n",
15368         "  'Light_Conditions': 1,\n",
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15370         "  'Local_Authority_(Highway)': 'E06000042',\n",
15371         "  'Location_Easting_OSGR': 483170,\n",
15372         "  'Location_Northing_OSGR': 237050,\n",
15373         "  'Longitude': -0.789224,\n",
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15380         "  'Road_Type': 6,\n",
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15382         "  'Speed_limit': 30,\n",
15383         "  'Time': '08:10',\n",
15384         "  'Urban_or_Rural_Area': 1,\n",
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15386         "    'Age_Band_of_Driver': 5,\n",
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15388         "    'Driver_Home_Area_Type': 1,\n",
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15394         "    'Junction_Location': 0,\n",
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15405         "   {'1st_Point_of_Impact': 3,\n",
15406         "    'Age_Band_of_Driver': 3,\n",
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15412         "    'Hit_Object_off_Carriageway': 0,\n",
15413         "    'Journey_Purpose_of_Driver': 4,\n",
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15428         " {'1st_Road_Class': 5,\n",
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15430         "  '2nd_Road_Class': 6,\n",
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15432         "  'Accident_Index': '201243S054032',\n",
15433         "  'Accident_Severity': 3,\n",
15434         "  'Carriageway_Hazards': 0,\n",
15435         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
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15445         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
15446         "    'Sex_of_Casualty': 2,\n",
15447         "    'Vehicle_Reference': 2}],\n",
15448         "  'Date': '07/03/2012',\n",
15449         "  'Datetime': datetime.datetime(2012, 3, 7, 12, 3),\n",
15450         "  'Day_of_Week': 4,\n",
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15452         "  'Junction_Control': 2,\n",
15453         "  'Junction_Detail': 3,\n",
15454         "  'LSOA_of_Accident_Location': 'E01016778',\n",
15455         "  'Latitude': 52.027031,\n",
15456         "  'Light_Conditions': 1,\n",
15457         "  'Local_Authority_(District)': 479,\n",
15458         "  'Local_Authority_(Highway)': 'E06000042',\n",
15459         "  'Location_Easting_OSGR': 483210,\n",
15460         "  'Location_Northing_OSGR': 237210,\n",
15461         "  'Longitude': -0.788602,\n",
15462         "  'Number_of_Casualties': 1,\n",
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15464         "  'Pedestrian_Crossing-Human_Control': 0,\n",
15465         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
15466         "  'Police_Force': 43,\n",
15467         "  'Road_Surface_Conditions': 1,\n",
15468         "  'Road_Type': 6,\n",
15469         "  'Special_Conditions_at_Site': 0,\n",
15470         "  'Speed_limit': 60,\n",
15471         "  'Time': '12:03',\n",
15472         "  'Urban_or_Rural_Area': 1,\n",
15473         "  'Vehicles': [{'1st_Point_of_Impact': 2,\n",
15474         "    'Age_Band_of_Driver': 7,\n",
15475         "    'Age_of_Vehicle': -1,\n",
15476         "    'Driver_Home_Area_Type': 2,\n",
15477         "    'Driver_IMD_Decile': 10,\n",
15478         "    'Engine_Capacity_(CC)': -1,\n",
15479         "    'Hit_Object_in_Carriageway': 0,\n",
15480         "    'Hit_Object_off_Carriageway': 0,\n",
15481         "    'Journey_Purpose_of_Driver': 6,\n",
15482         "    'Junction_Location': 1,\n",
15483         "    'Propulsion_Code': -1,\n",
15484         "    'Sex_of_Driver': 2,\n",
15485         "    'Skidding_and_Overturning': 0,\n",
15486         "    'Towing_and_Articulation': 0,\n",
15487         "    'Vehicle_Leaving_Carriageway': 0,\n",
15488         "    'Vehicle_Location-Restricted_Lane': 0,\n",
15489         "    'Vehicle_Manoeuvre': 4,\n",
15490         "    'Vehicle_Reference': 1,\n",
15491         "    'Vehicle_Type': 9,\n",
15492         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
15493         "   {'1st_Point_of_Impact': 1,\n",
15494         "    'Age_Band_of_Driver': 7,\n",
15495         "    'Age_of_Vehicle': 7,\n",
15496         "    'Driver_Home_Area_Type': 1,\n",
15497         "    'Driver_IMD_Decile': 7,\n",
15498         "    'Engine_Capacity_(CC)': 2204,\n",
15499         "    'Hit_Object_in_Carriageway': 0,\n",
15500         "    'Hit_Object_off_Carriageway': 0,\n",
15501         "    'Journey_Purpose_of_Driver': 6,\n",
15502         "    'Junction_Location': 1,\n",
15503         "    'Propulsion_Code': 2,\n",
15504         "    'Sex_of_Driver': 2,\n",
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15506         "    'Towing_and_Articulation': 0,\n",
15507         "    'Vehicle_Leaving_Carriageway': 0,\n",
15508         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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15511         "    'Vehicle_Type': 9,\n",
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15516         " {'1st_Road_Class': 5,\n",
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15518         "  '2nd_Road_Class': 6,\n",
15519         "  '2nd_Road_Number': 1056,\n",
15520         "  'Accident_Index': '201243S064062',\n",
15521         "  'Accident_Severity': 3,\n",
15522         "  'Carriageway_Hazards': 0,\n",
15523         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
15524         "    'Bus_or_Coach_Passenger': 0,\n",
15525         "    'Car_Passenger': 0,\n",
15526         "    'Casualty_Class': 1,\n",
15527         "    'Casualty_Home_Area_Type': 2,\n",
15528         "    'Casualty_Reference': 1,\n",
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15530         "    'Casualty_Type': 9,\n",
15531         "    'Pedestrian_Location': 0,\n",
15532         "    'Pedestrian_Movement': 0,\n",
15533         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
15534         "    'Sex_of_Casualty': 2,\n",
15535         "    'Vehicle_Reference': 1}],\n",
15536         "  'Date': '14/06/2012',\n",
15537         "  'Datetime': datetime.datetime(2012, 6, 14, 9, 0),\n",
15538         "  'Day_of_Week': 5,\n",
15539         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
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15542         "  'LSOA_of_Accident_Location': 'E01016780',\n",
15543         "  'Latitude': 52.024792,\n",
15544         "  'Light_Conditions': 1,\n",
15545         "  'Local_Authority_(District)': 479,\n",
15546         "  'Local_Authority_(Highway)': 'E06000042',\n",
15547         "  'Location_Easting_OSGR': 482550,\n",
15548         "  'Location_Northing_OSGR': 236950,\n",
15549         "  'Longitude': -0.798283,\n",
15550         "  'Number_of_Casualties': 1,\n",
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15558         "  'Speed_limit': 60,\n",
15559         "  'Time': '09:00',\n",
15560         "  'Urban_or_Rural_Area': 1,\n",
15561         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
15562         "    'Age_Band_of_Driver': 4,\n",
15563         "    'Age_of_Vehicle': 10,\n",
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15581         "   {'1st_Point_of_Impact': 2,\n",
15582         "    'Age_Band_of_Driver': 6,\n",
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15604         " {'1st_Road_Class': 5,\n",
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15606         "  '2nd_Road_Class': 6,\n",
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15608         "  'Accident_Index': '201243S110122',\n",
15609         "  'Accident_Severity': 3,\n",
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15622         "    'Sex_of_Casualty': 2,\n",
15623         "    'Vehicle_Reference': 2}],\n",
15624         "  'Date': '15/12/2012',\n",
15625         "  'Datetime': datetime.datetime(2012, 12, 15, 15, 43),\n",
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15631         "  'Latitude': 52.024837,\n",
15632         "  'Light_Conditions': 1,\n",
15633         "  'Local_Authority_(District)': 479,\n",
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15646         "  'Speed_limit': 30,\n",
15647         "  'Time': '15:43',\n",
15648         "  'Urban_or_Rural_Area': 1,\n",
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15683         "    'Vehicle_Leaving_Carriageway': 0,\n",
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15696         "  'Accident_Index': '201243S087112',\n",
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15712         "   {'Age_Band_of_Casualty': 3,\n",
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15724         "    'Vehicle_Reference': 2}],\n",
15725         "  'Date': '21/11/2012',\n",
15726         "  'Datetime': datetime.datetime(2012, 11, 21, 8, 32),\n",
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15747         "  'Speed_limit': 60,\n",
15748         "  'Time': '08:32',\n",
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15793         " {'1st_Road_Class': 5,\n",
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15797         "  'Accident_Index': '201243S132012',\n",
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15812         "    'Vehicle_Reference': 1}],\n",
15813         "  'Date': '23/01/2012',\n",
15814         "  'Datetime': datetime.datetime(2012, 1, 23, 8, 55),\n",
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15819         "  'LSOA_of_Accident_Location': 'E01016779',\n",
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15822         "  'Local_Authority_(District)': 479,\n",
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15825         "  'Location_Northing_OSGR': 237320,\n",
15826         "  'Longitude': -0.809706,\n",
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15835         "  'Speed_limit': 60,\n",
15836         "  'Time': '08:55',\n",
15837         "  'Urban_or_Rural_Area': 1,\n",
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15839         "    'Age_Band_of_Driver': 4,\n",
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15846         "    'Journey_Purpose_of_Driver': 2,\n",
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15848         "    'Propulsion_Code': 1,\n",
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15852         "    'Vehicle_Leaving_Carriageway': 0,\n",
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15858         "   {'1st_Point_of_Impact': 1,\n",
15859         "    'Age_Band_of_Driver': 7,\n",
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15864         "    'Hit_Object_in_Carriageway': 0,\n",
15865         "    'Hit_Object_off_Carriageway': 0,\n",
15866         "    'Journey_Purpose_of_Driver': 3,\n",
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15881         " {'1st_Road_Class': 5,\n",
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15883         "  '2nd_Road_Class': 6,\n",
15884         "  '2nd_Road_Number': 1056,\n",
15885         "  'Accident_Index': '201243S109052',\n",
15886         "  'Accident_Severity': 3,\n",
15887         "  'Carriageway_Hazards': 0,\n",
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15889         "    'Bus_or_Coach_Passenger': 0,\n",
15890         "    'Car_Passenger': 0,\n",
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15895         "    'Casualty_Type': 9,\n",
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15898         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
15899         "    'Sex_of_Casualty': 1,\n",
15900         "    'Vehicle_Reference': 1}],\n",
15901         "  'Date': '24/05/2012',\n",
15902         "  'Datetime': datetime.datetime(2012, 5, 24, 15, 56),\n",
15903         "  'Day_of_Week': 5,\n",
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15910         "  'Local_Authority_(District)': 479,\n",
15911         "  'Local_Authority_(Highway)': 'E06000042',\n",
15912         "  'Location_Easting_OSGR': 481820,\n",
15913         "  'Location_Northing_OSGR': 237450,\n",
15914         "  'Longitude': -0.8088,\n",
15915         "  'Number_of_Casualties': 1,\n",
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15923         "  'Speed_limit': 60,\n",
15924         "  'Time': '15:56',\n",
15925         "  'Urban_or_Rural_Area': 2,\n",
15926         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
15927         "    'Age_Band_of_Driver': 6,\n",
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15929         "    'Driver_Home_Area_Type': 2,\n",
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15946         "   {'1st_Point_of_Impact': 2,\n",
15947         "    'Age_Band_of_Driver': 8,\n",
15948         "    'Age_of_Vehicle': 13,\n",
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15971         "  '2nd_Road_Class': 6,\n",
15972         "  '2nd_Road_Number': 1056,\n",
15973         "  'Accident_Index': '201243S070122',\n",
15974         "  'Accident_Severity': 3,\n",
15975         "  'Carriageway_Hazards': 0,\n",
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15987         "    'Sex_of_Casualty': 2,\n",
15988         "    'Vehicle_Reference': 1}],\n",
15989         "  'Date': '14/12/2012',\n",
15990         "  'Datetime': datetime.datetime(2012, 12, 14, 22, 5),\n",
15991         "  'Day_of_Week': 6,\n",
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15995         "  'LSOA_of_Accident_Location': 'E01016779',\n",
15996         "  'Latitude': 52.029438,\n",
15997         "  'Light_Conditions': 4,\n",
15998         "  'Local_Authority_(District)': 479,\n",
15999         "  'Local_Authority_(Highway)': 'E06000042',\n",
16000         "  'Location_Easting_OSGR': 481829,\n",
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16002         "  'Longitude': -0.808668,\n",
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16011         "  'Speed_limit': 60,\n",
16012         "  'Time': '22:05',\n",
16013         "  'Urban_or_Rural_Area': 1,\n",
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16054         "   {'1st_Point_of_Impact': 1,\n",
16055         "    'Age_Band_of_Driver': 8,\n",
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16060         "    'Hit_Object_in_Carriageway': 0,\n",
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16077         " {'1st_Road_Class': 5,\n",
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16079         "  '2nd_Road_Class': 5,\n",
16080         "  '2nd_Road_Number': 8004,\n",
16081         "  'Accident_Index': '201243S096092',\n",
16082         "  'Accident_Severity': 3,\n",
16083         "  'Carriageway_Hazards': 0,\n",
16084         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
16085         "    'Bus_or_Coach_Passenger': 0,\n",
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16095         "    'Sex_of_Casualty': 1,\n",
16096         "    'Vehicle_Reference': 1}],\n",
16097         "  'Date': '23/09/2012',\n",
16098         "  'Datetime': datetime.datetime(2012, 9, 23, 12, 34),\n",
16099         "  'Day_of_Week': 1,\n",
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16102         "  'Junction_Detail': 1,\n",
16103         "  'LSOA_of_Accident_Location': 'E01016779',\n",
16104         "  'Latitude': 52.034026,\n",
16105         "  'Light_Conditions': 1,\n",
16106         "  'Local_Authority_(District)': 479,\n",
16107         "  'Local_Authority_(Highway)': 'E06000042',\n",
16108         "  'Location_Easting_OSGR': 482110,\n",
16109         "  'Location_Northing_OSGR': 237970,\n",
16110         "  'Longitude': -0.804449,\n",
16111         "  'Number_of_Casualties': 1,\n",
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16119         "  'Speed_limit': 60,\n",
16120         "  'Time': '12:34',\n",
16121         "  'Urban_or_Rural_Area': 2,\n",
16122         "  'Vehicles': [{'1st_Point_of_Impact': 0,\n",
16123         "    'Age_Band_of_Driver': 4,\n",
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16148         "  '2nd_Road_Number': 144,\n",
16149         "  'Accident_Index': '201243S112102',\n",
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16163         "    'Sex_of_Casualty': 2,\n",
16164         "    'Vehicle_Reference': 1}],\n",
16165         "  'Date': '24/10/2012',\n",
16166         "  'Datetime': datetime.datetime(2012, 10, 24, 11, 23),\n",
16167         "  'Day_of_Week': 4,\n",
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16171         "  'LSOA_of_Accident_Location': 'E01016779',\n",
16172         "  'Latitude': 52.034114,\n",
16173         "  'Light_Conditions': 1,\n",
16174         "  'Local_Authority_(District)': 479,\n",
16175         "  'Local_Authority_(Highway)': 'E06000042',\n",
16176         "  'Location_Easting_OSGR': 482120,\n",
16177         "  'Location_Northing_OSGR': 237980,\n",
16178         "  'Longitude': -0.804301,\n",
16179         "  'Number_of_Casualties': 1,\n",
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16185         "  'Road_Type': 6,\n",
16186         "  'Special_Conditions_at_Site': 0,\n",
16187         "  'Speed_limit': 60,\n",
16188         "  'Time': '11:23',\n",
16189         "  'Urban_or_Rural_Area': 2,\n",
16190         "  'Vehicles': [{'1st_Point_of_Impact': 0,\n",
16191         "    'Age_Band_of_Driver': 4,\n",
16192         "    'Age_of_Vehicle': -1,\n",
16193         "    'Driver_Home_Area_Type': 1,\n",
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16195         "    'Engine_Capacity_(CC)': 49,\n",
16196         "    'Hit_Object_in_Carriageway': 0,\n",
16197         "    'Hit_Object_off_Carriageway': 0,\n",
16198         "    'Journey_Purpose_of_Driver': 6,\n",
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16213         " {'1st_Road_Class': 5,\n",
16214         "  '1st_Road_Number': 129,\n",
16215         "  '2nd_Road_Class': -1,\n",
16216         "  '2nd_Road_Number': 0,\n",
16217         "  'Accident_Index': '201243S062012',\n",
16218         "  'Accident_Severity': 3,\n",
16219         "  'Carriageway_Hazards': 0,\n",
16220         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
16221         "    'Bus_or_Coach_Passenger': 0,\n",
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16231         "    'Sex_of_Casualty': 2,\n",
16232         "    'Vehicle_Reference': 2}],\n",
16233         "  'Date': '20/01/2012',\n",
16234         "  'Datetime': datetime.datetime(2012, 1, 20, 8, 30),\n",
16235         "  'Day_of_Week': 6,\n",
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16239         "  'LSOA_of_Accident_Location': 'E01016778',\n",
16240         "  'Latitude': 52.031535,\n",
16241         "  'Light_Conditions': 1,\n",
16242         "  'Local_Authority_(District)': 479,\n",
16243         "  'Local_Authority_(Highway)': 'E06000042',\n",
16244         "  'Location_Easting_OSGR': 482540,\n",
16245         "  'Location_Northing_OSGR': 237700,\n",
16246         "  'Longitude': -0.798248,\n",
16247         "  'Number_of_Casualties': 1,\n",
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16252         "  'Road_Surface_Conditions': 2,\n",
16253         "  'Road_Type': 6,\n",
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16255         "  'Speed_limit': 60,\n",
16256         "  'Time': '08:30',\n",
16257         "  'Urban_or_Rural_Area': 1,\n",
16258         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
16259         "    'Age_Band_of_Driver': 7,\n",
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16278         "   {'1st_Point_of_Impact': 3,\n",
16279         "    'Age_Band_of_Driver': 6,\n",
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16281         "    'Driver_Home_Area_Type': 1,\n",
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16284         "    'Hit_Object_in_Carriageway': 0,\n",
16285         "    'Hit_Object_off_Carriageway': 0,\n",
16286         "    'Journey_Purpose_of_Driver': 2,\n",
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16288         "    'Propulsion_Code': 1,\n",
16289         "    'Sex_of_Driver': 2,\n",
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16292         "    'Vehicle_Leaving_Carriageway': 0,\n",
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16297         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
16298         "   {'1st_Point_of_Impact': 2,\n",
16299         "    'Age_Band_of_Driver': 9,\n",
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16305         "    'Hit_Object_off_Carriageway': 0,\n",
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16310         "    'Skidding_and_Overturning': 0,\n",
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16312         "    'Vehicle_Leaving_Carriageway': 0,\n",
16313         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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16320         "  'loc': {'coordinates': [-0.798248, 52.031535], 'type': 'Point'}},\n",
16321         " {'1st_Road_Class': 6,\n",
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16323         "  '2nd_Road_Class': -1,\n",
16324         "  '2nd_Road_Number': -1,\n",
16325         "  'Accident_Index': '201243S112052',\n",
16326         "  'Accident_Severity': 3,\n",
16327         "  'Carriageway_Hazards': 0,\n",
16328         "  'Casualties': [{'Age_Band_of_Casualty': 11,\n",
16329         "    'Bus_or_Coach_Passenger': 0,\n",
16330         "    'Car_Passenger': 0,\n",
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16335         "    'Casualty_Type': 0,\n",
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16338         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
16339         "    'Sex_of_Casualty': 2,\n",
16340         "    'Vehicle_Reference': 1}],\n",
16341         "  'Date': '25/05/2012',\n",
16342         "  'Datetime': datetime.datetime(2012, 5, 25, 10, 45),\n",
16343         "  'Day_of_Week': 6,\n",
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16347         "  'LSOA_of_Accident_Location': 'E01016777',\n",
16348         "  'Latitude': 52.033172,\n",
16349         "  'Light_Conditions': 1,\n",
16350         "  'Local_Authority_(District)': 479,\n",
16351         "  'Local_Authority_(Highway)': 'E06000042',\n",
16352         "  'Location_Easting_OSGR': 482410,\n",
16353         "  'Location_Northing_OSGR': 237880,\n",
16354         "  'Longitude': -0.800099,\n",
16355         "  'Number_of_Casualties': 1,\n",
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16362         "  'Special_Conditions_at_Site': 0,\n",
16363         "  'Speed_limit': 30,\n",
16364         "  'Time': '10:45',\n",
16365         "  'Urban_or_Rural_Area': 1,\n",
16366         "  'Vehicles': [{'1st_Point_of_Impact': 2,\n",
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16375         "    'Junction_Location': 6,\n",
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16380         "    'Vehicle_Leaving_Carriageway': 0,\n",
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16383         "    'Vehicle_Reference': 1,\n",
16384         "    'Vehicle_Type': 9,\n",
16385         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
16386         "  'Weather_Conditions': 1,\n",
16387         "  '_id': ObjectId('52a9c98292c4e16686d2b7c2'),\n",
16388         "  'loc': {'coordinates': [-0.800099, 52.033172], 'type': 'Point'}},\n",
16389         " {'1st_Road_Class': 5,\n",
16390         "  '1st_Road_Number': 129,\n",
16391         "  '2nd_Road_Class': 6,\n",
16392         "  '2nd_Road_Number': 1085,\n",
16393         "  'Accident_Index': '201243S003072',\n",
16394         "  'Accident_Severity': 3,\n",
16395         "  'Carriageway_Hazards': 0,\n",
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16407         "    'Sex_of_Casualty': 2,\n",
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16409         "   {'Age_Band_of_Casualty': 4,\n",
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16420         "    'Sex_of_Casualty': 2,\n",
16421         "    'Vehicle_Reference': 1},\n",
16422         "   {'Age_Band_of_Casualty': 10,\n",
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16433         "    'Sex_of_Casualty': 1,\n",
16434         "    'Vehicle_Reference': 2}],\n",
16435         "  'Date': '01/07/2012',\n",
16436         "  'Datetime': datetime.datetime(2012, 7, 1, 22, 15),\n",
16437         "  'Day_of_Week': 1,\n",
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16440         "  'Junction_Detail': 3,\n",
16441         "  'LSOA_of_Accident_Location': 'E01016778',\n",
16442         "  'Latitude': 52.032732,\n",
16443         "  'Light_Conditions': 4,\n",
16444         "  'Local_Authority_(District)': 479,\n",
16445         "  'Local_Authority_(Highway)': 'E06000042',\n",
16446         "  'Location_Easting_OSGR': 482350,\n",
16447         "  'Location_Northing_OSGR': 237830,\n",
16448         "  'Longitude': -0.800985,\n",
16449         "  'Number_of_Casualties': 3,\n",
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16455         "  'Road_Type': 6,\n",
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16457         "  'Speed_limit': 60,\n",
16458         "  'Time': '22:15',\n",
16459         "  'Urban_or_Rural_Area': 1,\n",
16460         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
16461         "    'Age_Band_of_Driver': 4,\n",
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16465         "    'Engine_Capacity_(CC)': 1242,\n",
16466         "    'Hit_Object_in_Carriageway': 0,\n",
16467         "    'Hit_Object_off_Carriageway': 0,\n",
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16470         "    'Propulsion_Code': 1,\n",
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16480         "   {'1st_Point_of_Impact': 1,\n",
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16488         "    'Journey_Purpose_of_Driver': 6,\n",
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16490         "    'Propulsion_Code': 1,\n",
16491         "    'Sex_of_Driver': 1,\n",
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16493         "    'Towing_and_Articulation': 0,\n",
16494         "    'Vehicle_Leaving_Carriageway': 0,\n",
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16496         "    'Vehicle_Manoeuvre': 18,\n",
16497         "    'Vehicle_Reference': 2,\n",
16498         "    'Vehicle_Type': 9,\n",
16499         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
16500         "  'Weather_Conditions': 1,\n",
16501         "  '_id': ObjectId('52a9c98292c4e16686d2b5c1'),\n",
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16503         " {'1st_Road_Class': 5,\n",
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16505         "  '2nd_Road_Class': 6,\n",
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16507         "  'Accident_Index': '201243S092092',\n",
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16509         "  'Carriageway_Hazards': 0,\n",
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16522         "    'Vehicle_Reference': 2},\n",
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16535         "    'Vehicle_Reference': 2}],\n",
16536         "  'Date': '23/09/2012',\n",
16537         "  'Datetime': datetime.datetime(2012, 9, 23, 13, 25),\n",
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16542         "  'LSOA_of_Accident_Location': 'E01016778',\n",
16543         "  'Latitude': 52.03089,\n",
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16546         "  'Local_Authority_(Highway)': 'E06000042',\n",
16547         "  'Location_Easting_OSGR': 482650,\n",
16548         "  'Location_Northing_OSGR': 237630,\n",
16549         "  'Longitude': -0.796661,\n",
16550         "  'Number_of_Casualties': 2,\n",
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16558         "  'Speed_limit': 60,\n",
16559         "  'Time': '13:25',\n",
16560         "  'Urban_or_Rural_Area': 1,\n",
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16594         "    'Towing_and_Articulation': 0,\n",
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16597         "    'Vehicle_Manoeuvre': 18,\n",
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16601         "   {'1st_Point_of_Impact': 3,\n",
16602         "    'Age_Band_of_Driver': 7,\n",
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16608         "    'Hit_Object_off_Carriageway': 0,\n",
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16617         "    'Vehicle_Manoeuvre': 10,\n",
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16620         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
16621         "  'Weather_Conditions': 2,\n",
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16623         "  'loc': {'coordinates': [-0.796661, 52.03089], 'type': 'Point'}},\n",
16624         " {'1st_Road_Class': 5,\n",
16625         "  '1st_Road_Number': 144,\n",
16626         "  '2nd_Road_Class': 6,\n",
16627         "  '2nd_Road_Number': 1085,\n",
16628         "  'Accident_Index': '201243S048012',\n",
16629         "  'Accident_Severity': 3,\n",
16630         "  'Carriageway_Hazards': 0,\n",
16631         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
16632         "    'Bus_or_Coach_Passenger': 0,\n",
16633         "    'Car_Passenger': 0,\n",
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16635         "    'Casualty_Home_Area_Type': 1,\n",
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16637         "    'Casualty_Severity': 3,\n",
16638         "    'Casualty_Type': 2,\n",
16639         "    'Pedestrian_Location': 0,\n",
16640         "    'Pedestrian_Movement': 0,\n",
16641         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
16642         "    'Sex_of_Casualty': 1,\n",
16643         "    'Vehicle_Reference': 2}],\n",
16644         "  'Date': '09/01/2012',\n",
16645         "  'Datetime': datetime.datetime(2012, 1, 9, 17, 5),\n",
16646         "  'Day_of_Week': 2,\n",
16647         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
16648         "  'Junction_Control': 4,\n",
16649         "  'Junction_Detail': 3,\n",
16650         "  'LSOA_of_Accident_Location': 'E01016777',\n",
16651         "  'Latitude': 52.037195,\n",
16652         "  'Light_Conditions': 4,\n",
16653         "  'Local_Authority_(District)': 479,\n",
16654         "  'Local_Authority_(Highway)': 'E06000042',\n",
16655         "  'Location_Easting_OSGR': 482560,\n",
16656         "  'Location_Northing_OSGR': 238330,\n",
16657         "  'Longitude': -0.797804,\n",
16658         "  'Number_of_Casualties': 1,\n",
16659         "  'Number_of_Vehicles': 2,\n",
16660         "  'Pedestrian_Crossing-Human_Control': 0,\n",
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16662         "  'Police_Force': 43,\n",
16663         "  'Road_Surface_Conditions': 1,\n",
16664         "  'Road_Type': 6,\n",
16665         "  'Special_Conditions_at_Site': 0,\n",
16666         "  'Speed_limit': 60,\n",
16667         "  'Time': '17:05',\n",
16668         "  'Urban_or_Rural_Area': 1,\n",
16669         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
16670         "    'Age_Band_of_Driver': 4,\n",
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16672         "    'Driver_Home_Area_Type': 1,\n",
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16675         "    'Hit_Object_in_Carriageway': 0,\n",
16676         "    'Hit_Object_off_Carriageway': 0,\n",
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16680         "    'Sex_of_Driver': 2,\n",
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16688         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
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16690         "    'Age_Band_of_Driver': 8,\n",
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16696         "    'Hit_Object_off_Carriageway': 0,\n",
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16699         "    'Propulsion_Code': 1,\n",
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16705         "    'Vehicle_Manoeuvre': 18,\n",
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16712         " {'1st_Road_Class': 5,\n",
16713         "  '1st_Road_Number': 144,\n",
16714         "  '2nd_Road_Class': 6,\n",
16715         "  '2nd_Road_Number': 1085,\n",
16716         "  'Accident_Index': '201243S011072',\n",
16717         "  'Accident_Severity': 3,\n",
16718         "  'Carriageway_Hazards': 0,\n",
16719         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
16720         "    'Bus_or_Coach_Passenger': 4,\n",
16721         "    'Car_Passenger': 0,\n",
16722         "    'Casualty_Class': 2,\n",
16723         "    'Casualty_Home_Area_Type': -1,\n",
16724         "    'Casualty_Reference': 2,\n",
16725         "    'Casualty_Severity': 3,\n",
16726         "    'Casualty_Type': 11,\n",
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16729         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
16730         "    'Sex_of_Casualty': 2,\n",
16731         "    'Vehicle_Reference': 1},\n",
16732         "   {'Age_Band_of_Casualty': 6,\n",
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16734         "    'Car_Passenger': 0,\n",
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16738         "    'Casualty_Severity': 3,\n",
16739         "    'Casualty_Type': 9,\n",
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16742         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
16743         "    'Sex_of_Casualty': 2,\n",
16744         "    'Vehicle_Reference': 2}],\n",
16745         "  'Date': '03/07/2012',\n",
16746         "  'Datetime': datetime.datetime(2012, 7, 3, 8, 0),\n",
16747         "  'Day_of_Week': 3,\n",
16748         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
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16750         "  'Junction_Detail': 3,\n",
16751         "  'LSOA_of_Accident_Location': 'E01016776',\n",
16752         "  'Latitude': 52.037369,\n",
16753         "  'Light_Conditions': 1,\n",
16754         "  'Local_Authority_(District)': 479,\n",
16755         "  'Local_Authority_(Highway)': 'E06000042',\n",
16756         "  'Location_Easting_OSGR': 482600,\n",
16757         "  'Location_Northing_OSGR': 238350,\n",
16758         "  'Longitude': -0.797216,\n",
16759         "  'Number_of_Casualties': 2,\n",
16760         "  'Number_of_Vehicles': 2,\n",
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16764         "  'Road_Surface_Conditions': 2,\n",
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16766         "  'Special_Conditions_at_Site': 0,\n",
16767         "  'Speed_limit': 60,\n",
16768         "  'Time': '08:00',\n",
16769         "  'Urban_or_Rural_Area': 1,\n",
16770         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
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16780         "    'Propulsion_Code': 2,\n",
16781         "    'Sex_of_Driver': 2,\n",
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16786         "    'Vehicle_Manoeuvre': 9,\n",
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16790         "   {'1st_Point_of_Impact': 1,\n",
16791         "    'Age_Band_of_Driver': 6,\n",
16792         "    'Age_of_Vehicle': 10,\n",
16793         "    'Driver_Home_Area_Type': 3,\n",
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16795         "    'Engine_Capacity_(CC)': 1390,\n",
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16801         "    'Sex_of_Driver': 2,\n",
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16808         "    'Vehicle_Type': 9,\n",
16809         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
16810         "  'Weather_Conditions': 2,\n",
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16812         "  'loc': {'coordinates': [-0.797216, 52.037369], 'type': 'Point'}},\n",
16813         " {'1st_Road_Class': 5,\n",
16814         "  '1st_Road_Number': 144,\n",
16815         "  '2nd_Road_Class': 6,\n",
16816         "  '2nd_Road_Number': 1085,\n",
16817         "  'Accident_Index': '201243S161102',\n",
16818         "  'Accident_Severity': 2,\n",
16819         "  'Carriageway_Hazards': 0,\n",
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16831         "    'Sex_of_Casualty': 1,\n",
16832         "    'Vehicle_Reference': 2}],\n",
16833         "  'Date': '08/10/2012',\n",
16834         "  'Datetime': datetime.datetime(2012, 10, 8, 8, 48),\n",
16835         "  'Day_of_Week': 2,\n",
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16838         "  'Junction_Detail': 3,\n",
16839         "  'LSOA_of_Accident_Location': 'E01016777',\n",
16840         "  'Latitude': 52.037096,\n",
16841         "  'Light_Conditions': 1,\n",
16842         "  'Local_Authority_(District)': 479,\n",
16843         "  'Local_Authority_(Highway)': 'E06000042',\n",
16844         "  'Location_Easting_OSGR': 482559,\n",
16845         "  'Location_Northing_OSGR': 238319,\n",
16846         "  'Longitude': -0.797821,\n",
16847         "  'Number_of_Casualties': 1,\n",
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16850         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
16851         "  'Police_Force': 43,\n",
16852         "  'Road_Surface_Conditions': 1,\n",
16853         "  'Road_Type': 6,\n",
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16855         "  'Speed_limit': 30,\n",
16856         "  'Time': '08:48',\n",
16857         "  'Urban_or_Rural_Area': 1,\n",
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16859         "    'Age_Band_of_Driver': 6,\n",
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16861         "    'Driver_Home_Area_Type': 1,\n",
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16864         "    'Hit_Object_in_Carriageway': 0,\n",
16865         "    'Hit_Object_off_Carriageway': 0,\n",
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16878         "   {'1st_Point_of_Impact': 1,\n",
16879         "    'Age_Band_of_Driver': 10,\n",
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16896         "    'Vehicle_Type': 1,\n",
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16901         " {'1st_Road_Class': 3,\n",
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16903         "  '2nd_Road_Class': -1,\n",
16904         "  '2nd_Road_Number': 0,\n",
16905         "  'Accident_Index': '201243S083022',\n",
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16919         "    'Sex_of_Casualty': 2,\n",
16920         "    'Vehicle_Reference': 1}],\n",
16921         "  'Date': '24/02/2012',\n",
16922         "  'Datetime': datetime.datetime(2012, 2, 24, 12, 39),\n",
16923         "  'Day_of_Week': 6,\n",
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16928         "  'Latitude': 52.048994,\n",
16929         "  'Light_Conditions': 1,\n",
16930         "  'Local_Authority_(District)': 479,\n",
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16944         "  'Time': '12:39',\n",
16945         "  'Urban_or_Rural_Area': 1,\n",
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16947         "    'Age_Band_of_Driver': 7,\n",
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16966         "   {'1st_Point_of_Impact': 2,\n",
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16989         " {'1st_Road_Class': 3,\n",
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16991         "  '2nd_Road_Class': -1,\n",
16992         "  '2nd_Road_Number': 0,\n",
16993         "  'Accident_Index': '201243S052112',\n",
16994         "  'Accident_Severity': 3,\n",
16995         "  'Carriageway_Hazards': 0,\n",
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17000         "    'Casualty_Home_Area_Type': 1,\n",
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17007         "    'Sex_of_Casualty': 1,\n",
17008         "    'Vehicle_Reference': 1}],\n",
17009         "  'Date': '06/11/2012',\n",
17010         "  'Datetime': datetime.datetime(2012, 11, 6, 7, 49),\n",
17011         "  'Day_of_Week': 3,\n",
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17015         "  'LSOA_of_Accident_Location': 'E01016813',\n",
17016         "  'Latitude': 52.045463,\n",
17017         "  'Light_Conditions': 1,\n",
17018         "  'Local_Authority_(District)': 479,\n",
17019         "  'Local_Authority_(Highway)': 'E06000042',\n",
17020         "  'Location_Easting_OSGR': 482570,\n",
17021         "  'Location_Northing_OSGR': 239250,\n",
17022         "  'Longitude': -0.797437,\n",
17023         "  'Number_of_Casualties': 1,\n",
17024         "  'Number_of_Vehicles': 2,\n",
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17026         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
17027         "  'Police_Force': 43,\n",
17028         "  'Road_Surface_Conditions': 2,\n",
17029         "  'Road_Type': 3,\n",
17030         "  'Special_Conditions_at_Site': 0,\n",
17031         "  'Speed_limit': 70,\n",
17032         "  'Time': '07:49',\n",
17033         "  'Urban_or_Rural_Area': 1,\n",
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17035         "    'Age_Band_of_Driver': 5,\n",
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17037         "    'Driver_Home_Area_Type': 1,\n",
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17039         "    'Engine_Capacity_(CC)': 954,\n",
17040         "    'Hit_Object_in_Carriageway': 0,\n",
17041         "    'Hit_Object_off_Carriageway': 0,\n",
17042         "    'Journey_Purpose_of_Driver': 6,\n",
17043         "    'Junction_Location': 0,\n",
17044         "    'Propulsion_Code': 1,\n",
17045         "    'Sex_of_Driver': 1,\n",
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17047         "    'Towing_and_Articulation': 0,\n",
17048         "    'Vehicle_Leaving_Carriageway': 0,\n",
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17050         "    'Vehicle_Manoeuvre': 18,\n",
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17052         "    'Vehicle_Type': 9,\n",
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17054         "   {'1st_Point_of_Impact': 2,\n",
17055         "    'Age_Band_of_Driver': 7,\n",
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17057         "    'Driver_Home_Area_Type': -1,\n",
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17060         "    'Hit_Object_in_Carriageway': 0,\n",
17061         "    'Hit_Object_off_Carriageway': 0,\n",
17062         "    'Journey_Purpose_of_Driver': 1,\n",
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17069         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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17075         "  '_id': ObjectId('52a9c98292c4e16686d2b696'),\n",
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17077         " {'1st_Road_Class': 3,\n",
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17079         "  '2nd_Road_Class': 5,\n",
17080         "  '2nd_Road_Number': 143,\n",
17081         "  'Accident_Index': '201243S122022',\n",
17082         "  'Accident_Severity': 3,\n",
17083         "  'Carriageway_Hazards': 0,\n",
17084         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
17085         "    'Bus_or_Coach_Passenger': 0,\n",
17086         "    'Car_Passenger': 0,\n",
17087         "    'Casualty_Class': 1,\n",
17088         "    'Casualty_Home_Area_Type': 1,\n",
17089         "    'Casualty_Reference': 1,\n",
17090         "    'Casualty_Severity': 3,\n",
17091         "    'Casualty_Type': 5,\n",
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17094         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
17095         "    'Sex_of_Casualty': 1,\n",
17096         "    'Vehicle_Reference': 1}],\n",
17097         "  'Date': '29/02/2012',\n",
17098         "  'Datetime': datetime.datetime(2012, 2, 29, 12, 22),\n",
17099         "  'Day_of_Week': 4,\n",
17100         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
17101         "  'Junction_Control': 4,\n",
17102         "  'Junction_Detail': 1,\n",
17103         "  'LSOA_of_Accident_Location': 'E01016816',\n",
17104         "  'Latitude': 52.04645,\n",
17105         "  'Light_Conditions': 1,\n",
17106         "  'Local_Authority_(District)': 479,\n",
17107         "  'Local_Authority_(Highway)': 'E06000042',\n",
17108         "  'Location_Easting_OSGR': 481980,\n",
17109         "  'Location_Northing_OSGR': 239350,\n",
17110         "  'Longitude': -0.806014,\n",
17111         "  'Number_of_Casualties': 1,\n",
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17118         "  'Special_Conditions_at_Site': 0,\n",
17119         "  'Speed_limit': 70,\n",
17120         "  'Time': '12:22',\n",
17121         "  'Urban_or_Rural_Area': 1,\n",
17122         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
17123         "    'Age_Band_of_Driver': 5,\n",
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17125         "    'Driver_Home_Area_Type': 1,\n",
17126         "    'Driver_IMD_Decile': 2,\n",
17127         "    'Engine_Capacity_(CC)': 899,\n",
17128         "    'Hit_Object_in_Carriageway': 0,\n",
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17130         "    'Journey_Purpose_of_Driver': 6,\n",
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17149         "  'Accident_Index': '201243S002092',\n",
17150         "  'Accident_Severity': 3,\n",
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17163         "    'Sex_of_Casualty': 2,\n",
17164         "    'Vehicle_Reference': 2}],\n",
17165         "  'Date': '01/09/2012',\n",
17166         "  'Datetime': datetime.datetime(2012, 9, 1, 12, 0),\n",
17167         "  'Day_of_Week': 7,\n",
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17172         "  'Latitude': 52.045985,\n",
17173         "  'Light_Conditions': 1,\n",
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17179         "  'Number_of_Casualties': 1,\n",
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17188         "  'Time': '12:00',\n",
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17210         "   {'1st_Point_of_Impact': 2,\n",
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17218         "    'Journey_Purpose_of_Driver': 6,\n",
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17229         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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17233         " {'1st_Road_Class': 5,\n",
17234         "  '1st_Road_Number': 155,\n",
17235         "  '2nd_Road_Class': 6,\n",
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17237         "  'Accident_Index': '201243S117092',\n",
17238         "  'Accident_Severity': 3,\n",
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17266         "   {'Age_Band_of_Casualty': 4,\n",
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17277         "    'Sex_of_Casualty': 1,\n",
17278         "    'Vehicle_Reference': 2}],\n",
17279         "  'Date': '28/09/2012',\n",
17280         "  'Datetime': datetime.datetime(2012, 9, 28, 22, 5),\n",
17281         "  'Day_of_Week': 6,\n",
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17286         "  'Latitude': 52.050044,\n",
17287         "  'Light_Conditions': 4,\n",
17288         "  'Local_Authority_(District)': 479,\n",
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17293         "  'Number_of_Casualties': 3,\n",
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17350         "  '2nd_Road_Number': 1132,\n",
17351         "  'Accident_Index': '201243S127092',\n",
17352         "  'Accident_Severity': 2,\n",
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17380         "   {'Age_Band_of_Casualty': 5,\n",
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17392         "    'Vehicle_Reference': 2}],\n",
17393         "  'Date': '30/09/2012',\n",
17394         "  'Datetime': datetime.datetime(2012, 9, 30, 13, 59),\n",
17395         "  'Day_of_Week': 1,\n",
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17400         "  'Latitude': 52.049954,\n",
17401         "  'Light_Conditions': 1,\n",
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17406         "  'Longitude': -0.805774,\n",
17407         "  'Number_of_Casualties': 3,\n",
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17413         "  'Road_Type': 6,\n",
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17415         "  'Speed_limit': 60,\n",
17416         "  'Time': '13:59',\n",
17417         "  'Urban_or_Rural_Area': 1,\n",
17418         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
17419         "    'Age_Band_of_Driver': 11,\n",
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17438         "   {'1st_Point_of_Impact': 1,\n",
17439         "    'Age_Band_of_Driver': 5,\n",
17440         "    'Age_of_Vehicle': 3,\n",
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17445         "    'Hit_Object_off_Carriageway': 0,\n",
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17456         "    'Vehicle_Type': 9,\n",
17457         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
17458         "  'Weather_Conditions': 1,\n",
17459         "  '_id': ObjectId('52a9c98292c4e16686d2b80e'),\n",
17460         "  'loc': {'coordinates': [-0.805774, 52.049954], 'type': 'Point'}},\n",
17461         " {'1st_Road_Class': 3,\n",
17462         "  '1st_Road_Number': 5,\n",
17463         "  '2nd_Road_Class': -1,\n",
17464         "  '2nd_Road_Number': 0,\n",
17465         "  'Accident_Index': '201243S099112',\n",
17466         "  'Accident_Severity': 3,\n",
17467         "  'Carriageway_Hazards': 0,\n",
17468         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
17469         "    'Bus_or_Coach_Passenger': 0,\n",
17470         "    'Car_Passenger': 0,\n",
17471         "    'Casualty_Class': 1,\n",
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17475         "    'Casualty_Type': 9,\n",
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17477         "    'Pedestrian_Movement': 0,\n",
17478         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
17479         "    'Sex_of_Casualty': 2,\n",
17480         "    'Vehicle_Reference': 2}],\n",
17481         "  'Date': '23/11/2012',\n",
17482         "  'Datetime': datetime.datetime(2012, 11, 23, 16, 50),\n",
17483         "  'Day_of_Week': 6,\n",
17484         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
17485         "  'Junction_Control': -1,\n",
17486         "  'Junction_Detail': 0,\n",
17487         "  'LSOA_of_Accident_Location': 'E01016813',\n",
17488         "  'Latitude': 52.046405,\n",
17489         "  'Light_Conditions': 4,\n",
17490         "  'Local_Authority_(District)': 479,\n",
17491         "  'Local_Authority_(Highway)': 'E06000042',\n",
17492         "  'Location_Easting_OSGR': 482280,\n",
17493         "  'Location_Northing_OSGR': 239350,\n",
17494         "  'Longitude': -0.80164,\n",
17495         "  'Number_of_Casualties': 1,\n",
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17498         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
17499         "  'Police_Force': 43,\n",
17500         "  'Road_Surface_Conditions': 1,\n",
17501         "  'Road_Type': 3,\n",
17502         "  'Special_Conditions_at_Site': 0,\n",
17503         "  'Speed_limit': 70,\n",
17504         "  'Time': '16:50',\n",
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17546         "   {'1st_Point_of_Impact': 2,\n",
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17562         "    'Vehicle_Manoeuvre': 4,\n",
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17564         "    'Vehicle_Type': 9,\n",
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17569         " {'1st_Road_Class': 5,\n",
17570         "  '1st_Road_Number': 155,\n",
17571         "  '2nd_Road_Class': 6,\n",
17572         "  '2nd_Road_Number': 1132,\n",
17573         "  'Accident_Index': '201243S051122',\n",
17574         "  'Accident_Severity': 3,\n",
17575         "  'Carriageway_Hazards': 0,\n",
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17587         "    'Sex_of_Casualty': 2,\n",
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17589         "   {'Age_Band_of_Casualty': 1,\n",
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17591         "    'Car_Passenger': 2,\n",
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17599         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
17600         "    'Sex_of_Casualty': 2,\n",
17601         "    'Vehicle_Reference': 2}],\n",
17602         "  'Date': '13/12/2012',\n",
17603         "  'Datetime': datetime.datetime(2012, 12, 13, 8, 45),\n",
17604         "  'Day_of_Week': 5,\n",
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17609         "  'Latitude': 52.050144,\n",
17610         "  'Light_Conditions': 1,\n",
17611         "  'Local_Authority_(District)': 479,\n",
17612         "  'Local_Authority_(Highway)': 'E06000042',\n",
17613         "  'Location_Easting_OSGR': 481981,\n",
17614         "  'Location_Northing_OSGR': 239761,\n",
17615         "  'Longitude': -0.805901,\n",
17616         "  'Number_of_Casualties': 2,\n",
17617         "  'Number_of_Vehicles': 2,\n",
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17625         "  'Time': '08:45',\n",
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17647         "   {'1st_Point_of_Impact': 2,\n",
17648         "    'Age_Band_of_Driver': 6,\n",
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17674         "  'Accident_Index': '201243S069062',\n",
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17688         "    'Sex_of_Casualty': 2,\n",
17689         "    'Vehicle_Reference': 2}],\n",
17690         "  'Date': '20/06/2012',\n",
17691         "  'Datetime': datetime.datetime(2012, 6, 20, 7, 45),\n",
17692         "  'Day_of_Week': 4,\n",
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17701         "  'Location_Easting_OSGR': 482180,\n",
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17762         "  'Accident_Index': '201243S119072',\n",
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17775         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
17776         "    'Sex_of_Casualty': 2,\n",
17777         "    'Vehicle_Reference': 2}],\n",
17778         "  'Date': '30/07/2012',\n",
17779         "  'Datetime': datetime.datetime(2012, 7, 30, 20, 0),\n",
17780         "  'Day_of_Week': 2,\n",
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17784         "  'LSOA_of_Accident_Location': 'E01016813',\n",
17785         "  'Latitude': 52.043809,\n",
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17787         "  'Local_Authority_(District)': 479,\n",
17788         "  'Local_Authority_(Highway)': 'E06000042',\n",
17789         "  'Location_Easting_OSGR': 482210,\n",
17790         "  'Location_Northing_OSGR': 239060,\n",
17791         "  'Longitude': -0.80273,\n",
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17799         "  'Special_Conditions_at_Site': 0,\n",
17800         "  'Speed_limit': 60,\n",
17801         "  'Time': '20:00',\n",
17802         "  'Urban_or_Rural_Area': 1,\n",
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17810         "    'Hit_Object_off_Carriageway': 0,\n",
17811         "    'Journey_Purpose_of_Driver': 6,\n",
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17813         "    'Propulsion_Code': 2,\n",
17814         "    'Sex_of_Driver': 1,\n",
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17823         "   {'1st_Point_of_Impact': 2,\n",
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17848         "  '2nd_Road_Class': -1,\n",
17849         "  '2nd_Road_Number': 0,\n",
17850         "  'Accident_Index': '201243S151102',\n",
17851         "  'Accident_Severity': 3,\n",
17852         "  'Carriageway_Hazards': 0,\n",
17853         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
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17855         "    'Car_Passenger': 0,\n",
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17860         "    'Casualty_Type': 9,\n",
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17864         "    'Sex_of_Casualty': 1,\n",
17865         "    'Vehicle_Reference': 1}],\n",
17866         "  'Date': '16/10/2012',\n",
17867         "  'Datetime': datetime.datetime(2012, 10, 16, 23, 16),\n",
17868         "  'Day_of_Week': 3,\n",
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17870         "  'Junction_Control': -1,\n",
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17872         "  'LSOA_of_Accident_Location': 'E01016813',\n",
17873         "  'Latitude': 52.043992,\n",
17874         "  'Light_Conditions': 4,\n",
17875         "  'Local_Authority_(District)': 479,\n",
17876         "  'Local_Authority_(Highway)': 'E06000042',\n",
17877         "  'Location_Easting_OSGR': 482190,\n",
17878         "  'Location_Northing_OSGR': 239080,\n",
17879         "  'Longitude': -0.803017,\n",
17880         "  'Number_of_Casualties': 1,\n",
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17883         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
17884         "  'Police_Force': 43,\n",
17885         "  'Road_Surface_Conditions': 1,\n",
17886         "  'Road_Type': 6,\n",
17887         "  'Special_Conditions_at_Site': 0,\n",
17888         "  'Speed_limit': 60,\n",
17889         "  'Time': '23:16',\n",
17890         "  'Urban_or_Rural_Area': 1,\n",
17891         "  'Vehicles': [{'1st_Point_of_Impact': 0,\n",
17892         "    'Age_Band_of_Driver': 8,\n",
17893         "    'Age_of_Vehicle': 7,\n",
17894         "    'Driver_Home_Area_Type': 1,\n",
17895         "    'Driver_IMD_Decile': 9,\n",
17896         "    'Engine_Capacity_(CC)': 1910,\n",
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17898         "    'Hit_Object_off_Carriageway': 0,\n",
17899         "    'Journey_Purpose_of_Driver': 6,\n",
17900         "    'Junction_Location': 0,\n",
17901         "    'Propulsion_Code': 2,\n",
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17904         "    'Towing_and_Articulation': 0,\n",
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17909         "    'Vehicle_Type': 9,\n",
17910         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
17911         "  'Weather_Conditions': 1,\n",
17912         "  '_id': ObjectId('52a9c98292c4e16686d2b84e'),\n",
17913         "  'loc': {'coordinates': [-0.803017, 52.043992], 'type': 'Point'}},\n",
17914         " {'1st_Road_Class': 5,\n",
17915         "  '1st_Road_Number': 143,\n",
17916         "  '2nd_Road_Class': -1,\n",
17917         "  '2nd_Road_Number': 0,\n",
17918         "  'Accident_Index': '201243S148052',\n",
17919         "  'Accident_Severity': 2,\n",
17920         "  'Carriageway_Hazards': 1,\n",
17921         "  'Casualties': [{'Age_Band_of_Casualty': 9,\n",
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17945         "    'Sex_of_Casualty': 1,\n",
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17947         "   {'Age_Band_of_Casualty': 8,\n",
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17958         "    'Sex_of_Casualty': 1,\n",
17959         "    'Vehicle_Reference': 2}],\n",
17960         "  'Date': '28/05/2012',\n",
17961         "  'Datetime': datetime.datetime(2012, 5, 28, 10, 25),\n",
17962         "  'Day_of_Week': 2,\n",
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17966         "  'LSOA_of_Accident_Location': 'E01016816',\n",
17967         "  'Latitude': 52.044702,\n",
17968         "  'Light_Conditions': 1,\n",
17969         "  'Local_Authority_(District)': 479,\n",
17970         "  'Local_Authority_(Highway)': 'E06000042',\n",
17971         "  'Location_Easting_OSGR': 481640,\n",
17972         "  'Location_Northing_OSGR': 239150,\n",
17973         "  'Longitude': -0.811018,\n",
17974         "  'Number_of_Casualties': 3,\n",
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17979         "  'Road_Surface_Conditions': 1,\n",
17980         "  'Road_Type': 6,\n",
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17982         "  'Speed_limit': 60,\n",
17983         "  'Time': '10:25',\n",
17984         "  'Urban_or_Rural_Area': 1,\n",
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17991         "    'Hit_Object_in_Carriageway': 5,\n",
17992         "    'Hit_Object_off_Carriageway': 0,\n",
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18000         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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18005         "   {'1st_Point_of_Impact': 1,\n",
18006         "    'Age_Band_of_Driver': 8,\n",
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18008         "    'Driver_Home_Area_Type': 3,\n",
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18011         "    'Hit_Object_in_Carriageway': 11,\n",
18012         "    'Hit_Object_off_Carriageway': 0,\n",
18013         "    'Journey_Purpose_of_Driver': 2,\n",
18014         "    'Junction_Location': 0,\n",
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18016         "    'Sex_of_Driver': 1,\n",
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18018         "    'Towing_and_Articulation': 0,\n",
18019         "    'Vehicle_Leaving_Carriageway': 0,\n",
18020         "    'Vehicle_Location-Restricted_Lane': 0,\n",
18021         "    'Vehicle_Manoeuvre': 18,\n",
18022         "    'Vehicle_Reference': 2,\n",
18023         "    'Vehicle_Type': 5,\n",
18024         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
18025         "  'Weather_Conditions': 1,\n",
18026         "  '_id': ObjectId('52a9c98292c4e16686d2b84a'),\n",
18027         "  'loc': {'coordinates': [-0.811018, 52.044702], 'type': 'Point'}},\n",
18028         " {'1st_Road_Class': 5,\n",
18029         "  '1st_Road_Number': 143,\n",
18030         "  '2nd_Road_Class': 6,\n",
18031         "  '2nd_Road_Number': 1116,\n",
18032         "  'Accident_Index': '201243S042022',\n",
18033         "  'Accident_Severity': 3,\n",
18034         "  'Carriageway_Hazards': 0,\n",
18035         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
18036         "    'Bus_or_Coach_Passenger': 0,\n",
18037         "    'Car_Passenger': 0,\n",
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18042         "    'Casualty_Type': 9,\n",
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18045         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
18046         "    'Sex_of_Casualty': 1,\n",
18047         "    'Vehicle_Reference': 1},\n",
18048         "   {'Age_Band_of_Casualty': 9,\n",
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18050         "    'Car_Passenger': 0,\n",
18051         "    'Casualty_Class': 1,\n",
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18053         "    'Casualty_Reference': 2,\n",
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18059         "    'Sex_of_Casualty': 1,\n",
18060         "    'Vehicle_Reference': 2}],\n",
18061         "  'Date': '08/02/2012',\n",
18062         "  'Datetime': datetime.datetime(2012, 2, 8, 9, 3),\n",
18063         "  'Day_of_Week': 4,\n",
18064         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
18065         "  'Junction_Control': 4,\n",
18066         "  'Junction_Detail': 3,\n",
18067         "  'LSOA_of_Accident_Location': 'E01016816',\n",
18068         "  'Latitude': 52.042155,\n",
18069         "  'Light_Conditions': 1,\n",
18070         "  'Local_Authority_(District)': 479,\n",
18071         "  'Local_Authority_(Highway)': 'E06000042',\n",
18072         "  'Location_Easting_OSGR': 481230,\n",
18073         "  'Location_Northing_OSGR': 238860,\n",
18074         "  'Longitude': -0.817064,\n",
18075         "  'Number_of_Casualties': 2,\n",
18076         "  'Number_of_Vehicles': 3,\n",
18077         "  'Pedestrian_Crossing-Human_Control': 0,\n",
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18079         "  'Police_Force': 43,\n",
18080         "  'Road_Surface_Conditions': 1,\n",
18081         "  'Road_Type': 6,\n",
18082         "  'Special_Conditions_at_Site': 0,\n",
18083         "  'Speed_limit': 60,\n",
18084         "  'Time': '09:03',\n",
18085         "  'Urban_or_Rural_Area': 1,\n",
18086         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
18087         "    'Age_Band_of_Driver': 6,\n",
18088         "    'Age_of_Vehicle': 15,\n",
18089         "    'Driver_Home_Area_Type': 1,\n",
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18093         "    'Hit_Object_off_Carriageway': 0,\n",
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18095         "    'Junction_Location': 8,\n",
18096         "    'Propulsion_Code': 1,\n",
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18106         "   {'1st_Point_of_Impact': 1,\n",
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18112         "    'Hit_Object_in_Carriageway': 0,\n",
18113         "    'Hit_Object_off_Carriageway': 0,\n",
18114         "    'Journey_Purpose_of_Driver': 2,\n",
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18117         "    'Sex_of_Driver': 1,\n",
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18119         "    'Towing_and_Articulation': 0,\n",
18120         "    'Vehicle_Leaving_Carriageway': 0,\n",
18121         "    'Vehicle_Location-Restricted_Lane': 0,\n",
18122         "    'Vehicle_Manoeuvre': 18,\n",
18123         "    'Vehicle_Reference': 2,\n",
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18126         "   {'1st_Point_of_Impact': 3,\n",
18127         "    'Age_Band_of_Driver': 8,\n",
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18131         "    'Engine_Capacity_(CC)': -1,\n",
18132         "    'Hit_Object_in_Carriageway': 0,\n",
18133         "    'Hit_Object_off_Carriageway': 0,\n",
18134         "    'Journey_Purpose_of_Driver': 1,\n",
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18137         "    'Sex_of_Driver': 1,\n",
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18140         "    'Vehicle_Leaving_Carriageway': 0,\n",
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18145         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
18146         "  'Weather_Conditions': 1,\n",
18147         "  '_id': ObjectId('52a9c98292c4e16686d2b669'),\n",
18148         "  'loc': {'coordinates': [-0.817064, 52.042155], 'type': 'Point'}},\n",
18149         " {'1st_Road_Class': 5,\n",
18150         "  '1st_Road_Number': 129,\n",
18151         "  '2nd_Road_Class': 5,\n",
18152         "  '2nd_Road_Number': 143,\n",
18153         "  'Accident_Index': '201243S009032',\n",
18154         "  'Accident_Severity': 3,\n",
18155         "  'Carriageway_Hazards': 0,\n",
18156         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
18157         "    'Bus_or_Coach_Passenger': 0,\n",
18158         "    'Car_Passenger': 0,\n",
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18163         "    'Casualty_Type': 1,\n",
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18167         "    'Sex_of_Casualty': 1,\n",
18168         "    'Vehicle_Reference': 2}],\n",
18169         "  'Date': '03/03/2012',\n",
18170         "  'Datetime': datetime.datetime(2012, 3, 3, 17, 0),\n",
18171         "  'Day_of_Week': 7,\n",
18172         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
18173         "  'Junction_Control': 4,\n",
18174         "  'Junction_Detail': 1,\n",
18175         "  'LSOA_of_Accident_Location': 'E01016816',\n",
18176         "  'Latitude': 52.040375,\n",
18177         "  'Light_Conditions': 1,\n",
18178         "  'Local_Authority_(District)': 479,\n",
18179         "  'Local_Authority_(Highway)': 'E06000042',\n",
18180         "  'Location_Easting_OSGR': 481110,\n",
18181         "  'Location_Northing_OSGR': 238660,\n",
18182         "  'Longitude': -0.81886,\n",
18183         "  'Number_of_Casualties': 1,\n",
18184         "  'Number_of_Vehicles': 2,\n",
18185         "  'Pedestrian_Crossing-Human_Control': 0,\n",
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18187         "  'Police_Force': 43,\n",
18188         "  'Road_Surface_Conditions': 1,\n",
18189         "  'Road_Type': 1,\n",
18190         "  'Special_Conditions_at_Site': 0,\n",
18191         "  'Speed_limit': 60,\n",
18192         "  'Time': '17:00',\n",
18193         "  'Urban_or_Rural_Area': 2,\n",
18194         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
18195         "    'Age_Band_of_Driver': -1,\n",
18196         "    'Age_of_Vehicle': 10,\n",
18197         "    'Driver_Home_Area_Type': 2,\n",
18198         "    'Driver_IMD_Decile': 10,\n",
18199         "    'Engine_Capacity_(CC)': 1596,\n",
18200         "    'Hit_Object_in_Carriageway': 0,\n",
18201         "    'Hit_Object_off_Carriageway': 0,\n",
18202         "    'Journey_Purpose_of_Driver': 6,\n",
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18204         "    'Propulsion_Code': 1,\n",
18205         "    'Sex_of_Driver': 1,\n",
18206         "    'Skidding_and_Overturning': 0,\n",
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18208         "    'Vehicle_Leaving_Carriageway': 0,\n",
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18213         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
18214         "   {'1st_Point_of_Impact': 1,\n",
18215         "    'Age_Band_of_Driver': 4,\n",
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18217         "    'Driver_Home_Area_Type': 1,\n",
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18220         "    'Hit_Object_in_Carriageway': 0,\n",
18221         "    'Hit_Object_off_Carriageway': 0,\n",
18222         "    'Journey_Purpose_of_Driver': 6,\n",
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18229         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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18231         "    'Vehicle_Reference': 2,\n",
18232         "    'Vehicle_Type': 1,\n",
18233         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
18234         "  'Weather_Conditions': 8,\n",
18235         "  '_id': ObjectId('52a9c98292c4e16686d2b5d6'),\n",
18236         "  'loc': {'coordinates': [-0.81886, 52.040375], 'type': 'Point'}},\n",
18237         " {'1st_Road_Class': 5,\n",
18238         "  '1st_Road_Number': 143,\n",
18239         "  '2nd_Road_Class': 6,\n",
18240         "  '2nd_Road_Number': 1116,\n",
18241         "  'Accident_Index': '201243S004042',\n",
18242         "  'Accident_Severity': 3,\n",
18243         "  'Carriageway_Hazards': 0,\n",
18244         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
18245         "    'Bus_or_Coach_Passenger': 0,\n",
18246         "    'Car_Passenger': 0,\n",
18247         "    'Casualty_Class': 1,\n",
18248         "    'Casualty_Home_Area_Type': 1,\n",
18249         "    'Casualty_Reference': 1,\n",
18250         "    'Casualty_Severity': 3,\n",
18251         "    'Casualty_Type': 9,\n",
18252         "    'Pedestrian_Location': 0,\n",
18253         "    'Pedestrian_Movement': 0,\n",
18254         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
18255         "    'Sex_of_Casualty': 2,\n",
18256         "    'Vehicle_Reference': 2}],\n",
18257         "  'Date': '04/04/2012',\n",
18258         "  'Datetime': datetime.datetime(2012, 4, 4, 20, 55),\n",
18259         "  'Day_of_Week': 4,\n",
18260         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
18261         "  'Junction_Control': 4,\n",
18262         "  'Junction_Detail': 3,\n",
18263         "  'LSOA_of_Accident_Location': 'E01016816',\n",
18264         "  'Latitude': 52.042155,\n",
18265         "  'Light_Conditions': 4,\n",
18266         "  'Local_Authority_(District)': 479,\n",
18267         "  'Local_Authority_(Highway)': 'E06000042',\n",
18268         "  'Location_Easting_OSGR': 481230,\n",
18269         "  'Location_Northing_OSGR': 238860,\n",
18270         "  'Longitude': -0.817064,\n",
18271         "  'Number_of_Casualties': 1,\n",
18272         "  'Number_of_Vehicles': 2,\n",
18273         "  'Pedestrian_Crossing-Human_Control': 0,\n",
18274         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
18275         "  'Police_Force': 43,\n",
18276         "  'Road_Surface_Conditions': 2,\n",
18277         "  'Road_Type': 6,\n",
18278         "  'Special_Conditions_at_Site': 0,\n",
18279         "  'Speed_limit': 60,\n",
18280         "  'Time': '20:55',\n",
18281         "  'Urban_or_Rural_Area': 1,\n",
18282         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
18283         "    'Age_Band_of_Driver': 9,\n",
18284         "    'Age_of_Vehicle': 1,\n",
18285         "    'Driver_Home_Area_Type': 1,\n",
18286         "    'Driver_IMD_Decile': 1,\n",
18287         "    'Engine_Capacity_(CC)': 10308,\n",
18288         "    'Hit_Object_in_Carriageway': 0,\n",
18289         "    'Hit_Object_off_Carriageway': 0,\n",
18290         "    'Journey_Purpose_of_Driver': 1,\n",
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18300         "    'Vehicle_Type': 21,\n",
18301         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
18302         "   {'1st_Point_of_Impact': 1,\n",
18303         "    'Age_Band_of_Driver': 8,\n",
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18305         "    'Driver_Home_Area_Type': 1,\n",
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18310         "    'Journey_Purpose_of_Driver': 6,\n",
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18325         " {'1st_Road_Class': 5,\n",
18326         "  '1st_Road_Number': 143,\n",
18327         "  '2nd_Road_Class': 6,\n",
18328         "  '2nd_Road_Number': 1116,\n",
18329         "  'Accident_Index': '201243S110062',\n",
18330         "  'Accident_Severity': 3,\n",
18331         "  'Carriageway_Hazards': 0,\n",
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18343         "    'Sex_of_Casualty': 1,\n",
18344         "    'Vehicle_Reference': 2}],\n",
18345         "  'Date': '26/06/2012',\n",
18346         "  'Datetime': datetime.datetime(2012, 6, 26, 6, 19),\n",
18347         "  'Day_of_Week': 3,\n",
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18352         "  'Latitude': 52.042066,\n",
18353         "  'Light_Conditions': 1,\n",
18354         "  'Local_Authority_(District)': 479,\n",
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18357         "  'Location_Northing_OSGR': 238850,\n",
18358         "  'Longitude': -0.817066,\n",
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18390         "   {'1st_Point_of_Impact': 3,\n",
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18392         "    'Age_of_Vehicle': 11,\n",
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18416         "  '2nd_Road_Number': 1085,\n",
18417         "  'Accident_Index': '201243S019092',\n",
18418         "  'Accident_Severity': 3,\n",
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18430         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
18431         "    'Sex_of_Casualty': 2,\n",
18432         "    'Vehicle_Reference': 3}],\n",
18433         "  'Date': '04/09/2012',\n",
18434         "  'Datetime': datetime.datetime(2012, 9, 4, 11, 28),\n",
18435         "  'Day_of_Week': 3,\n",
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18440         "  'Latitude': 52.045398,\n",
18441         "  'Light_Conditions': 1,\n",
18442         "  'Local_Authority_(District)': 479,\n",
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18444         "  'Location_Easting_OSGR': 481800,\n",
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18446         "  'Longitude': -0.808666,\n",
18447         "  'Number_of_Casualties': 1,\n",
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18455         "  'Speed_limit': 60,\n",
18456         "  'Time': '11:28',\n",
18457         "  'Urban_or_Rural_Area': 1,\n",
18458         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
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18464         "    'Hit_Object_in_Carriageway': 0,\n",
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18525         "  'Accident_Index': '201243S067102',\n",
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18540         "    'Vehicle_Reference': 1}],\n",
18541         "  'Date': '14/10/2012',\n",
18542         "  'Datetime': datetime.datetime(2012, 10, 14, 0, 27),\n",
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18548         "  'Latitude': 52.050477,\n",
18549         "  'Light_Conditions': 4,\n",
18550         "  'Local_Authority_(District)': 479,\n",
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18554         "  'Longitude': -0.813052,\n",
18555         "  'Number_of_Casualties': 1,\n",
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18563         "  'Speed_limit': 30,\n",
18564         "  'Time': '00:27',\n",
18565         "  'Urban_or_Rural_Area': 1,\n",
18566         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
18567         "    'Age_Band_of_Driver': 8,\n",
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18591         "  '2nd_Road_Class': -1,\n",
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18593         "  'Accident_Index': '201243S056012',\n",
18594         "  'Accident_Severity': 2,\n",
18595         "  'Carriageway_Hazards': 0,\n",
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18601         "    'Casualty_Reference': 1,\n",
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18603         "    'Casualty_Type': 0,\n",
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18608         "    'Vehicle_Reference': 2}],\n",
18609         "  'Date': '01/01/2012',\n",
18610         "  'Datetime': datetime.datetime(2012, 1, 1, 3, 13),\n",
18611         "  'Day_of_Week': 1,\n",
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18615         "  'LSOA_of_Accident_Location': 'E01016810',\n",
18616         "  'Latitude': 52.050567,\n",
18617         "  'Light_Conditions': 4,\n",
18618         "  'Local_Authority_(District)': 479,\n",
18619         "  'Local_Authority_(Highway)': 'E06000042',\n",
18620         "  'Location_Easting_OSGR': 481490,\n",
18621         "  'Location_Northing_OSGR': 239800,\n",
18622         "  'Longitude': -0.81305,\n",
18623         "  'Number_of_Casualties': 1,\n",
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18626         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
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18628         "  'Road_Surface_Conditions': 2,\n",
18629         "  'Road_Type': 6,\n",
18630         "  'Special_Conditions_at_Site': 0,\n",
18631         "  'Speed_limit': 30,\n",
18632         "  'Time': '03:13',\n",
18633         "  'Urban_or_Rural_Area': 1,\n",
18634         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
18635         "    'Age_Band_of_Driver': 6,\n",
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18637         "    'Driver_Home_Area_Type': 3,\n",
18638         "    'Driver_IMD_Decile': 8,\n",
18639         "    'Engine_Capacity_(CC)': 1998,\n",
18640         "    'Hit_Object_in_Carriageway': 0,\n",
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18644         "    'Propulsion_Code': 1,\n",
18645         "    'Sex_of_Driver': 1,\n",
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18648         "    'Vehicle_Leaving_Carriageway': 0,\n",
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18650         "    'Vehicle_Manoeuvre': 4,\n",
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18654         "   {'1st_Point_of_Impact': 3,\n",
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18660         "    'Hit_Object_in_Carriageway': 0,\n",
18661         "    'Hit_Object_off_Carriageway': 0,\n",
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18665         "    'Sex_of_Driver': 3,\n",
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18672         "    'Vehicle_Type': 9,\n",
18673         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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18675         "  '_id': ObjectId('52a9c98292c4e16686d2b6a5'),\n",
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18677         " {'1st_Road_Class': 5,\n",
18678         "  '1st_Road_Number': 155,\n",
18679         "  '2nd_Road_Class': 5,\n",
18680         "  '2nd_Road_Number': 142,\n",
18681         "  'Accident_Index': '201243S108052',\n",
18682         "  'Accident_Severity': 3,\n",
18683         "  'Carriageway_Hazards': 0,\n",
18684         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
18685         "    'Bus_or_Coach_Passenger': 0,\n",
18686         "    'Car_Passenger': 0,\n",
18687         "    'Casualty_Class': 1,\n",
18688         "    'Casualty_Home_Area_Type': 1,\n",
18689         "    'Casualty_Reference': 1,\n",
18690         "    'Casualty_Severity': 3,\n",
18691         "    'Casualty_Type': 9,\n",
18692         "    'Pedestrian_Location': 0,\n",
18693         "    'Pedestrian_Movement': 0,\n",
18694         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
18695         "    'Sex_of_Casualty': 2,\n",
18696         "    'Vehicle_Reference': 2}],\n",
18697         "  'Date': '23/05/2012',\n",
18698         "  'Datetime': datetime.datetime(2012, 5, 23, 12, 4),\n",
18699         "  'Day_of_Week': 4,\n",
18700         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
18701         "  'Junction_Control': 4,\n",
18702         "  'Junction_Detail': 1,\n",
18703         "  'LSOA_of_Accident_Location': 'E01016839',\n",
18704         "  'Latitude': 52.05263,\n",
18705         "  'Light_Conditions': 1,\n",
18706         "  'Local_Authority_(District)': 479,\n",
18707         "  'Local_Authority_(Highway)': 'E06000042',\n",
18708         "  'Location_Easting_OSGR': 481520,\n",
18709         "  'Location_Northing_OSGR': 240030,\n",
18710         "  'Longitude': -0.812558,\n",
18711         "  'Number_of_Casualties': 1,\n",
18712         "  'Number_of_Vehicles': 2,\n",
18713         "  'Pedestrian_Crossing-Human_Control': 0,\n",
18714         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
18715         "  'Police_Force': 43,\n",
18716         "  'Road_Surface_Conditions': 1,\n",
18717         "  'Road_Type': 6,\n",
18718         "  'Special_Conditions_at_Site': 0,\n",
18719         "  'Speed_limit': 60,\n",
18720         "  'Time': '12:04',\n",
18721         "  'Urban_or_Rural_Area': 1,\n",
18722         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
18723         "    'Age_Band_of_Driver': 6,\n",
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18725         "    'Driver_Home_Area_Type': 1,\n",
18726         "    'Driver_IMD_Decile': 2,\n",
18727         "    'Engine_Capacity_(CC)': 1349,\n",
18728         "    'Hit_Object_in_Carriageway': 0,\n",
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18738         "    'Vehicle_Manoeuvre': 18,\n",
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18742         "   {'1st_Point_of_Impact': 2,\n",
18743         "    'Age_Band_of_Driver': 7,\n",
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18745         "    'Driver_Home_Area_Type': 1,\n",
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18747         "    'Engine_Capacity_(CC)': 1388,\n",
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18749         "    'Hit_Object_off_Carriageway': 0,\n",
18750         "    'Journey_Purpose_of_Driver': 6,\n",
18751         "    'Junction_Location': 1,\n",
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18760         "    'Vehicle_Type': 9,\n",
18761         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
18762         "  'Weather_Conditions': 1,\n",
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18764         "  'loc': {'coordinates': [-0.812558, 52.05263], 'type': 'Point'}},\n",
18765         " {'1st_Road_Class': 6,\n",
18766         "  '1st_Road_Number': 1132,\n",
18767         "  '2nd_Road_Class': -1,\n",
18768         "  '2nd_Road_Number': 0,\n",
18769         "  'Accident_Index': '201243S052062',\n",
18770         "  'Accident_Severity': 3,\n",
18771         "  'Carriageway_Hazards': 0,\n",
18772         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
18773         "    'Bus_or_Coach_Passenger': 0,\n",
18774         "    'Car_Passenger': 0,\n",
18775         "    'Casualty_Class': 3,\n",
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18777         "    'Casualty_Reference': 1,\n",
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18779         "    'Casualty_Type': 0,\n",
18780         "    'Pedestrian_Location': 5,\n",
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18782         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
18783         "    'Sex_of_Casualty': 1,\n",
18784         "    'Vehicle_Reference': 1}],\n",
18785         "  'Date': '03/06/2012',\n",
18786         "  'Datetime': datetime.datetime(2012, 6, 3, 2, 25),\n",
18787         "  'Day_of_Week': 1,\n",
18788         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
18789         "  'Junction_Control': -1,\n",
18790         "  'Junction_Detail': 0,\n",
18791         "  'LSOA_of_Accident_Location': 'E01016819',\n",
18792         "  'Latitude': 52.053132,\n",
18793         "  'Light_Conditions': 4,\n",
18794         "  'Local_Authority_(District)': 479,\n",
18795         "  'Local_Authority_(Highway)': 'E06000042',\n",
18796         "  'Location_Easting_OSGR': 481770,\n",
18797         "  'Location_Northing_OSGR': 240090,\n",
18798         "  'Longitude': -0.808898,\n",
18799         "  'Number_of_Casualties': 1,\n",
18800         "  'Number_of_Vehicles': 1,\n",
18801         "  'Pedestrian_Crossing-Human_Control': 0,\n",
18802         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
18803         "  'Police_Force': 43,\n",
18804         "  'Road_Surface_Conditions': 2,\n",
18805         "  'Road_Type': 6,\n",
18806         "  'Special_Conditions_at_Site': 0,\n",
18807         "  'Speed_limit': 30,\n",
18808         "  'Time': '02:25',\n",
18809         "  'Urban_or_Rural_Area': 1,\n",
18810         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
18811         "    'Age_Band_of_Driver': 7,\n",
18812         "    'Age_of_Vehicle': 4,\n",
18813         "    'Driver_Home_Area_Type': 1,\n",
18814         "    'Driver_IMD_Decile': 3,\n",
18815         "    'Engine_Capacity_(CC)': 1968,\n",
18816         "    'Hit_Object_in_Carriageway': 0,\n",
18817         "    'Hit_Object_off_Carriageway': 0,\n",
18818         "    'Journey_Purpose_of_Driver': 1,\n",
18819         "    'Junction_Location': 0,\n",
18820         "    'Propulsion_Code': 2,\n",
18821         "    'Sex_of_Driver': 1,\n",
18822         "    'Skidding_and_Overturning': 0,\n",
18823         "    'Towing_and_Articulation': 0,\n",
18824         "    'Vehicle_Leaving_Carriageway': 0,\n",
18825         "    'Vehicle_Location-Restricted_Lane': 0,\n",
18826         "    'Vehicle_Manoeuvre': 5,\n",
18827         "    'Vehicle_Reference': 1,\n",
18828         "    'Vehicle_Type': 8,\n",
18829         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
18830         "  'Weather_Conditions': 2,\n",
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18832         "  'loc': {'coordinates': [-0.808898, 52.053132], 'type': 'Point'}},\n",
18833         " {'1st_Road_Class': 5,\n",
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18837         "  'Accident_Index': '201243S114092',\n",
18838         "  'Accident_Severity': 3,\n",
18839         "  'Carriageway_Hazards': 0,\n",
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18842         "    'Car_Passenger': 0,\n",
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18844         "    'Casualty_Home_Area_Type': 1,\n",
18845         "    'Casualty_Reference': 1,\n",
18846         "    'Casualty_Severity': 3,\n",
18847         "    'Casualty_Type': 9,\n",
18848         "    'Pedestrian_Location': 0,\n",
18849         "    'Pedestrian_Movement': 0,\n",
18850         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
18851         "    'Sex_of_Casualty': 1,\n",
18852         "    'Vehicle_Reference': 1},\n",
18853         "   {'Age_Band_of_Casualty': 7,\n",
18854         "    'Bus_or_Coach_Passenger': 0,\n",
18855         "    'Car_Passenger': 0,\n",
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18858         "    'Casualty_Reference': 2,\n",
18859         "    'Casualty_Severity': 3,\n",
18860         "    'Casualty_Type': 8,\n",
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18864         "    'Sex_of_Casualty': 1,\n",
18865         "    'Vehicle_Reference': 2}],\n",
18866         "  'Date': '23/09/2012',\n",
18867         "  'Datetime': datetime.datetime(2012, 9, 23, 16, 53),\n",
18868         "  'Day_of_Week': 1,\n",
18869         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
18870         "  'Junction_Control': -1,\n",
18871         "  'Junction_Detail': 0,\n",
18872         "  'LSOA_of_Accident_Location': 'E01016810',\n",
18873         "  'Latitude': 52.052074,\n",
18874         "  'Light_Conditions': 1,\n",
18875         "  'Local_Authority_(District)': 479,\n",
18876         "  'Local_Authority_(Highway)': 'E06000042',\n",
18877         "  'Location_Easting_OSGR': 481630,\n",
18878         "  'Location_Northing_OSGR': 239970,\n",
18879         "  'Longitude': -0.810968,\n",
18880         "  'Number_of_Casualties': 2,\n",
18881         "  'Number_of_Vehicles': 2,\n",
18882         "  'Pedestrian_Crossing-Human_Control': 0,\n",
18883         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
18884         "  'Police_Force': 43,\n",
18885         "  'Road_Surface_Conditions': 2,\n",
18886         "  'Road_Type': 6,\n",
18887         "  'Special_Conditions_at_Site': 0,\n",
18888         "  'Speed_limit': 60,\n",
18889         "  'Time': '16:53',\n",
18890         "  'Urban_or_Rural_Area': 1,\n",
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18892         "    'Age_Band_of_Driver': 6,\n",
18893         "    'Age_of_Vehicle': 12,\n",
18894         "    'Driver_Home_Area_Type': 1,\n",
18895         "    'Driver_IMD_Decile': 1,\n",
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18897         "    'Hit_Object_in_Carriageway': 0,\n",
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18899         "    'Journey_Purpose_of_Driver': 6,\n",
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18901         "    'Propulsion_Code': 1,\n",
18902         "    'Sex_of_Driver': 1,\n",
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18904         "    'Towing_and_Articulation': 0,\n",
18905         "    'Vehicle_Leaving_Carriageway': 0,\n",
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18911         "   {'1st_Point_of_Impact': 1,\n",
18912         "    'Age_Band_of_Driver': 7,\n",
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18917         "    'Hit_Object_in_Carriageway': 0,\n",
18918         "    'Hit_Object_off_Carriageway': 0,\n",
18919         "    'Journey_Purpose_of_Driver': 6,\n",
18920         "    'Junction_Location': 0,\n",
18921         "    'Propulsion_Code': 2,\n",
18922         "    'Sex_of_Driver': 1,\n",
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18924         "    'Towing_and_Articulation': 0,\n",
18925         "    'Vehicle_Leaving_Carriageway': 0,\n",
18926         "    'Vehicle_Location-Restricted_Lane': 0,\n",
18927         "    'Vehicle_Manoeuvre': 18,\n",
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18930         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
18931         "  'Weather_Conditions': 2,\n",
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18933         "  'loc': {'coordinates': [-0.810968, 52.052074], 'type': 'Point'}},\n",
18934         " {'1st_Road_Class': 5,\n",
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18936         "  '2nd_Road_Class': 5,\n",
18937         "  '2nd_Road_Number': 8002,\n",
18938         "  'Accident_Index': '201243S060102',\n",
18939         "  'Accident_Severity': 3,\n",
18940         "  'Carriageway_Hazards': 0,\n",
18941         "  'Casualties': [{'Age_Band_of_Casualty': 3,\n",
18942         "    'Bus_or_Coach_Passenger': 0,\n",
18943         "    'Car_Passenger': 1,\n",
18944         "    'Casualty_Class': 2,\n",
18945         "    'Casualty_Home_Area_Type': 1,\n",
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18947         "    'Casualty_Severity': 3,\n",
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18949         "    'Pedestrian_Location': 0,\n",
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18951         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
18952         "    'Sex_of_Casualty': 1,\n",
18953         "    'Vehicle_Reference': 2},\n",
18954         "   {'Age_Band_of_Casualty': 7,\n",
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18956         "    'Car_Passenger': 0,\n",
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18959         "    'Casualty_Reference': 2,\n",
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18961         "    'Casualty_Type': 9,\n",
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18964         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
18965         "    'Sex_of_Casualty': 2,\n",
18966         "    'Vehicle_Reference': 3}],\n",
18967         "  'Date': '15/10/2012',\n",
18968         "  'Datetime': datetime.datetime(2012, 10, 15, 8, 46),\n",
18969         "  'Day_of_Week': 2,\n",
18970         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
18971         "  'Junction_Control': 4,\n",
18972         "  'Junction_Detail': 1,\n",
18973         "  'LSOA_of_Accident_Location': 'E01016839',\n",
18974         "  'Latitude': 52.052536,\n",
18975         "  'Light_Conditions': 1,\n",
18976         "  'Local_Authority_(District)': 479,\n",
18977         "  'Local_Authority_(Highway)': 'E06000042',\n",
18978         "  'Location_Easting_OSGR': 481550,\n",
18979         "  'Location_Northing_OSGR': 240020,\n",
18980         "  'Longitude': -0.812123,\n",
18981         "  'Number_of_Casualties': 2,\n",
18982         "  'Number_of_Vehicles': 3,\n",
18983         "  'Pedestrian_Crossing-Human_Control': 0,\n",
18984         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
18985         "  'Police_Force': 43,\n",
18986         "  'Road_Surface_Conditions': 2,\n",
18987         "  'Road_Type': 6,\n",
18988         "  'Special_Conditions_at_Site': 0,\n",
18989         "  'Speed_limit': 60,\n",
18990         "  'Time': '08:46',\n",
18991         "  'Urban_or_Rural_Area': 1,\n",
18992         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
18993         "    'Age_Band_of_Driver': 7,\n",
18994         "    'Age_of_Vehicle': 13,\n",
18995         "    'Driver_Home_Area_Type': -1,\n",
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18998         "    'Hit_Object_in_Carriageway': 0,\n",
18999         "    'Hit_Object_off_Carriageway': 0,\n",
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19003         "    'Sex_of_Driver': 2,\n",
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19006         "    'Vehicle_Leaving_Carriageway': 0,\n",
19007         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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19012         "   {'1st_Point_of_Impact': 2,\n",
19013         "    'Age_Band_of_Driver': 6,\n",
19014         "    'Age_of_Vehicle': 7,\n",
19015         "    'Driver_Home_Area_Type': 1,\n",
19016         "    'Driver_IMD_Decile': 6,\n",
19017         "    'Engine_Capacity_(CC)': 2198,\n",
19018         "    'Hit_Object_in_Carriageway': 0,\n",
19019         "    'Hit_Object_off_Carriageway': 0,\n",
19020         "    'Journey_Purpose_of_Driver': 1,\n",
19021         "    'Junction_Location': 8,\n",
19022         "    'Propulsion_Code': 1,\n",
19023         "    'Sex_of_Driver': 2,\n",
19024         "    'Skidding_and_Overturning': 0,\n",
19025         "    'Towing_and_Articulation': 0,\n",
19026         "    'Vehicle_Leaving_Carriageway': 0,\n",
19027         "    'Vehicle_Location-Restricted_Lane': 0,\n",
19028         "    'Vehicle_Manoeuvre': 3,\n",
19029         "    'Vehicle_Reference': 2,\n",
19030         "    'Vehicle_Type': 9,\n",
19031         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
19032         "   {'1st_Point_of_Impact': 2,\n",
19033         "    'Age_Band_of_Driver': 7,\n",
19034         "    'Age_of_Vehicle': 7,\n",
19035         "    'Driver_Home_Area_Type': 1,\n",
19036         "    'Driver_IMD_Decile': 6,\n",
19037         "    'Engine_Capacity_(CC)': 1560,\n",
19038         "    'Hit_Object_in_Carriageway': 0,\n",
19039         "    'Hit_Object_off_Carriageway': 0,\n",
19040         "    'Journey_Purpose_of_Driver': 1,\n",
19041         "    'Junction_Location': 8,\n",
19042         "    'Propulsion_Code': 2,\n",
19043         "    'Sex_of_Driver': 2,\n",
19044         "    'Skidding_and_Overturning': 0,\n",
19045         "    'Towing_and_Articulation': 0,\n",
19046         "    'Vehicle_Leaving_Carriageway': 0,\n",
19047         "    'Vehicle_Location-Restricted_Lane': 0,\n",
19048         "    'Vehicle_Manoeuvre': 3,\n",
19049         "    'Vehicle_Reference': 3,\n",
19050         "    'Vehicle_Type': 9,\n",
19051         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
19052         "  'Weather_Conditions': 2,\n",
19053         "  '_id': ObjectId('52a9c98292c4e16686d2b6bd'),\n",
19054         "  'loc': {'coordinates': [-0.812123, 52.052536], 'type': 'Point'}},\n",
19055         " {'1st_Road_Class': 5,\n",
19056         "  '1st_Road_Number': 8002,\n",
19057         "  '2nd_Road_Class': -1,\n",
19058         "  '2nd_Road_Number': 0,\n",
19059         "  'Accident_Index': '201243S022112',\n",
19060         "  'Accident_Severity': 3,\n",
19061         "  'Carriageway_Hazards': 0,\n",
19062         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
19063         "    'Bus_or_Coach_Passenger': 0,\n",
19064         "    'Car_Passenger': 0,\n",
19065         "    'Casualty_Class': 3,\n",
19066         "    'Casualty_Home_Area_Type': 1,\n",
19067         "    'Casualty_Reference': 1,\n",
19068         "    'Casualty_Severity': 3,\n",
19069         "    'Casualty_Type': 0,\n",
19070         "    'Pedestrian_Location': 5,\n",
19071         "    'Pedestrian_Movement': 3,\n",
19072         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
19073         "    'Sex_of_Casualty': 2,\n",
19074         "    'Vehicle_Reference': 1}],\n",
19075         "  'Date': '07/11/2012',\n",
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19088         "  'Longitude': -0.810354,\n",
19089         "  'Number_of_Casualties': 1,\n",
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19098         "  'Time': '18:35',\n",
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19127         "  'Accident_Index': '201243S025112',\n",
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19142         "    'Vehicle_Reference': 1}],\n",
19143         "  'Date': '07/11/2012',\n",
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19156         "  'Longitude': -0.811977,\n",
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19195         "  'Accident_Index': '201243S048112',\n",
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19223         "    'Vehicle_Reference': 2}],\n",
19224         "  'Date': '12/11/2012',\n",
19225         "  'Datetime': datetime.datetime(2012, 11, 12, 13, 55),\n",
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19296         "  'Accident_Index': '201243S022012',\n",
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19350         "    'Vehicle_Reference': 2}],\n",
19351         "  'Date': '06/01/2012',\n",
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19423         "  'Accident_Index': '201243S073012',\n",
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19438         "    'Vehicle_Reference': 1}],\n",
19439         "  'Date': '19/01/2012',\n",
19440         "  'Datetime': datetime.datetime(2012, 1, 19, 8, 55),\n",
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19462         "  'Time': '08:55',\n",
19463         "  'Urban_or_Rural_Area': 1,\n",
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19491         "  'Accident_Index': '201243S086022',\n",
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19519         "    'Vehicle_Reference': 1}],\n",
19520         "  'Date': '15/02/2012',\n",
19521         "  'Datetime': datetime.datetime(2012, 2, 15, 20, 0),\n",
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19588         "  'Date': '19/02/2012',\n",
19589         "  'Datetime': datetime.datetime(2012, 2, 19, 0, 12),\n",
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19656         "  'Date': '16/03/2012',\n",
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19812         "  'Date': '10/12/2012',\n",
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20212         "  'Date': '08/06/2012',\n",
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20256         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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20258         "  '_id': ObjectId('52a9c98292c4e16686d2b6da'),\n",
20259         "  'loc': {'coordinates': [-0.806575, 52.052749], 'type': 'Point'}},\n",
20260         " {'1st_Road_Class': 5,\n",
20261         "  '1st_Road_Number': 8002,\n",
20262         "  '2nd_Road_Class': 6,\n",
20263         "  '2nd_Road_Number': 1129,\n",
20264         "  'Accident_Index': '201243S081092',\n",
20265         "  'Accident_Severity': 3,\n",
20266         "  'Carriageway_Hazards': 0,\n",
20267         "  'Casualties': [{'Age_Band_of_Casualty': 11,\n",
20268         "    'Bus_or_Coach_Passenger': 0,\n",
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20270         "    'Casualty_Class': 1,\n",
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20273         "    'Casualty_Severity': 3,\n",
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20278         "    'Sex_of_Casualty': 2,\n",
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20280         "   {'Age_Band_of_Casualty': 11,\n",
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20293         "   {'Age_Band_of_Casualty': 8,\n",
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20304         "    'Sex_of_Casualty': 2,\n",
20305         "    'Vehicle_Reference': 2}],\n",
20306         "  'Date': '20/09/2012',\n",
20307         "  'Datetime': datetime.datetime(2012, 9, 20, 14, 5),\n",
20308         "  'Day_of_Week': 5,\n",
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20312         "  'LSOA_of_Accident_Location': 'E01016838',\n",
20313         "  'Latitude': 52.055142,\n",
20314         "  'Light_Conditions': 1,\n",
20315         "  'Local_Authority_(District)': 479,\n",
20316         "  'Local_Authority_(Highway)': 'E06000042',\n",
20317         "  'Location_Easting_OSGR': 482160,\n",
20318         "  'Location_Northing_OSGR': 240320,\n",
20319         "  'Longitude': -0.803157,\n",
20320         "  'Number_of_Casualties': 3,\n",
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20325         "  'Road_Surface_Conditions': 1,\n",
20326         "  'Road_Type': 6,\n",
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20328         "  'Speed_limit': 60,\n",
20329         "  'Time': '14:05',\n",
20330         "  'Urban_or_Rural_Area': 1,\n",
20331         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
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20351         "   {'1st_Point_of_Impact': 1,\n",
20352         "    'Age_Band_of_Driver': 8,\n",
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20362         "    'Sex_of_Driver': 2,\n",
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20364         "    'Towing_and_Articulation': 0,\n",
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20369         "    'Vehicle_Type': 9,\n",
20370         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
20371         "  'Weather_Conditions': 1,\n",
20372         "  '_id': ObjectId('52a9c98292c4e16686d2b724'),\n",
20373         "  'loc': {'coordinates': [-0.803157, 52.055142], 'type': 'Point'}},\n",
20374         " {'1st_Road_Class': 5,\n",
20375         "  '1st_Road_Number': 9006,\n",
20376         "  '2nd_Road_Class': 6,\n",
20377         "  '2nd_Road_Number': 1132,\n",
20378         "  'Accident_Index': '201243S100032',\n",
20379         "  'Accident_Severity': 3,\n",
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20394         "   {'Age_Band_of_Casualty': 7,\n",
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20405         "    'Sex_of_Casualty': 1,\n",
20406         "    'Vehicle_Reference': 2}],\n",
20407         "  'Date': '22/03/2012',\n",
20408         "  'Datetime': datetime.datetime(2012, 3, 22, 8, 30),\n",
20409         "  'Day_of_Week': 5,\n",
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20413         "  'LSOA_of_Accident_Location': 'E01016805',\n",
20414         "  'Latitude': 52.059682,\n",
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20430         "  'Time': '08:30',\n",
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20452         "   {'1st_Point_of_Impact': 1,\n",
20453         "    'Age_Band_of_Driver': 7,\n",
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20475         " {'1st_Road_Class': 5,\n",
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20479         "  'Accident_Index': '201243S089042',\n",
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20494         "    'Vehicle_Reference': 2}],\n",
20495         "  'Date': '25/04/2012',\n",
20496         "  'Datetime': datetime.datetime(2012, 4, 25, 15, 15),\n",
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20502         "  'Latitude': 52.058827,\n",
20503         "  'Light_Conditions': 1,\n",
20504         "  'Local_Authority_(District)': 479,\n",
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20508         "  'Longitude': -0.785409,\n",
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20540         "   {'1st_Point_of_Impact': 1,\n",
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20560         "  'Weather_Conditions': 2,\n",
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20562         "  'loc': {'coordinates': [-0.785409, 52.058827], 'type': 'Point'}},\n",
20563         " {'1st_Road_Class': 5,\n",
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20567         "  'Accident_Index': '201243S023012',\n",
20568         "  'Accident_Severity': 3,\n",
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20580         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
20581         "    'Sex_of_Casualty': 1,\n",
20582         "    'Vehicle_Reference': 2}],\n",
20583         "  'Date': '05/01/2012',\n",
20584         "  'Datetime': datetime.datetime(2012, 1, 5, 15, 42),\n",
20585         "  'Day_of_Week': 5,\n",
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20589         "  'LSOA_of_Accident_Location': 'E01016808',\n",
20590         "  'Latitude': 52.054157,\n",
20591         "  'Light_Conditions': 1,\n",
20592         "  'Local_Authority_(District)': 479,\n",
20593         "  'Local_Authority_(Highway)': 'E06000042',\n",
20594         "  'Location_Easting_OSGR': 483340,\n",
20595         "  'Location_Northing_OSGR': 240230,\n",
20596         "  'Longitude': -0.785973,\n",
20597         "  'Number_of_Casualties': 1,\n",
20598         "  'Number_of_Vehicles': 2,\n",
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20601         "  'Police_Force': 43,\n",
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20603         "  'Road_Type': 6,\n",
20604         "  'Special_Conditions_at_Site': 0,\n",
20605         "  'Speed_limit': 60,\n",
20606         "  'Time': '15:42',\n",
20607         "  'Urban_or_Rural_Area': 1,\n",
20608         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
20609         "    'Age_Band_of_Driver': 8,\n",
20610         "    'Age_of_Vehicle': 6,\n",
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20615         "    'Hit_Object_off_Carriageway': 0,\n",
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20634         "    'Hit_Object_in_Carriageway': 0,\n",
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20647         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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20651         " {'1st_Road_Class': 3,\n",
20652         "  '1st_Road_Number': 422,\n",
20653         "  '2nd_Road_Class': 5,\n",
20654         "  '2nd_Road_Number': 156,\n",
20655         "  'Accident_Index': '201243S037092',\n",
20656         "  'Accident_Severity': 2,\n",
20657         "  'Carriageway_Hazards': 0,\n",
20658         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
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20669         "    'Sex_of_Casualty': 1,\n",
20670         "    'Vehicle_Reference': 1}],\n",
20671         "  'Date': '09/09/2012',\n",
20672         "  'Datetime': datetime.datetime(2012, 9, 9, 14, 45),\n",
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20677         "  'LSOA_of_Accident_Location': 'E01016719',\n",
20678         "  'Latitude': 52.053521,\n",
20679         "  'Light_Conditions': 1,\n",
20680         "  'Local_Authority_(District)': 479,\n",
20681         "  'Local_Authority_(Highway)': 'E06000042',\n",
20682         "  'Location_Easting_OSGR': 483390,\n",
20683         "  'Location_Northing_OSGR': 240160,\n",
20684         "  'Longitude': -0.785261,\n",
20685         "  'Number_of_Casualties': 1,\n",
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20693         "  'Speed_limit': 70,\n",
20694         "  'Time': '14:45',\n",
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20696         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
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20723         "  'Accident_Index': '201243S026112',\n",
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20739         "   {'Age_Band_of_Casualty': 9,\n",
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20750         "    'Sex_of_Casualty': 2,\n",
20751         "    'Vehicle_Reference': 2}],\n",
20752         "  'Date': '07/11/2012',\n",
20753         "  'Datetime': datetime.datetime(2012, 11, 7, 10, 20),\n",
20754         "  'Day_of_Week': 4,\n",
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20759         "  'Latitude': 52.051527,\n",
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20762         "  'Local_Authority_(Highway)': 'E06000042',\n",
20763         "  'Location_Easting_OSGR': 482900,\n",
20764         "  'Location_Northing_OSGR': 239930,\n",
20765         "  'Longitude': -0.792461,\n",
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20775         "  'Time': '10:20',\n",
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20877         "    'Sex_of_Casualty': 1,\n",
20878         "    'Vehicle_Reference': 3}],\n",
20879         "  'Date': '24/01/2012',\n",
20880         "  'Datetime': datetime.datetime(2012, 1, 24, 17, 20),\n",
20881         "  'Day_of_Week': 3,\n",
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20964         "   {'1st_Point_of_Impact': 0,\n",
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20987         " {'1st_Road_Class': 3,\n",
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20989         "  '2nd_Road_Class': 3,\n",
20990         "  '2nd_Road_Number': 5,\n",
20991         "  'Accident_Index': '201243S089092',\n",
20992         "  'Accident_Severity': 3,\n",
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21005         "    'Sex_of_Casualty': 2,\n",
21006         "    'Vehicle_Reference': 1}],\n",
21007         "  'Date': '21/09/2012',\n",
21008         "  'Datetime': datetime.datetime(2012, 9, 21, 16, 30),\n",
21009         "  'Day_of_Week': 6,\n",
21010         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
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21014         "  'Latitude': 52.040866,\n",
21015         "  'Light_Conditions': 1,\n",
21016         "  'Local_Authority_(District)': 479,\n",
21017         "  'Local_Authority_(Highway)': 'E06000042',\n",
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21019         "  'Location_Northing_OSGR': 238750,\n",
21020         "  'Longitude': -0.787499,\n",
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21027         "  'Road_Type': 3,\n",
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21029         "  'Speed_limit': 70,\n",
21030         "  'Time': '16:30',\n",
21031         "  'Urban_or_Rural_Area': 2,\n",
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21094         "    'Vehicle_Reference': 2}],\n",
21095         "  'Date': '05/01/2012',\n",
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21183         "  'Date': '24/03/2012',\n",
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21271         "  'Date': '25/06/2012',\n",
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21359         "  'Date': '03/08/2012',\n",
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21439         "    'Vehicle_Reference': 1}],\n",
21440         "  'Date': '13/09/2012',\n",
21441         "  'Datetime': datetime.datetime(2012, 9, 13, 15, 45),\n",
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21453         "  'Longitude': -0.782456,\n",
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21507         "    'Vehicle_Reference': 2}],\n",
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21609         "  'Date': '12/06/2012',\n",
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21729         "    'Vehicle_Reference': 2}],\n",
21730         "  'Date': '01/08/2012',\n",
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21802         "  'Accident_Index': '201243S027092',\n",
21803         "  'Accident_Severity': 3,\n",
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21816         "    'Sex_of_Casualty': 2,\n",
21817         "    'Vehicle_Reference': 2}],\n",
21818         "  'Date': '07/09/2012',\n",
21819         "  'Datetime': datetime.datetime(2012, 9, 7, 14, 0),\n",
21820         "  'Day_of_Week': 6,\n",
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21919         "  'Date': '07/09/2012',\n",
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22013         "  'Date': '15/05/2012',\n",
22014         "  'Datetime': datetime.datetime(2012, 5, 15, 14, 45),\n",
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22138         "    'Sex_of_Casualty': 2,\n",
22139         "    'Vehicle_Reference': 2}],\n",
22140         "  'Date': '18/10/2012',\n",
22141         "  'Datetime': datetime.datetime(2012, 10, 18, 18, 49),\n",
22142         "  'Day_of_Week': 5,\n",
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22147         "  'Latitude': 52.055179,\n",
22148         "  'Light_Conditions': 4,\n",
22149         "  'Local_Authority_(District)': 479,\n",
22150         "  'Local_Authority_(Highway)': 'E06000042',\n",
22151         "  'Location_Easting_OSGR': 484310,\n",
22152         "  'Location_Northing_OSGR': 240360,\n",
22153         "  'Longitude': -0.771798,\n",
22154         "  'Number_of_Casualties': 4,\n",
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22162         "  'Speed_limit': 60,\n",
22163         "  'Time': '18:49',\n",
22164         "  'Urban_or_Rural_Area': 1,\n",
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22212         "  'Accident_Index': '201243S075112',\n",
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22253         "    'Vehicle_Reference': 2}],\n",
22254         "  'Date': '18/11/2012',\n",
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22261         "  'Latitude': 52.055179,\n",
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22267         "  'Longitude': -0.771798,\n",
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22355         "  'Date': '05/10/2012',\n",
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22531         "  'Date': '26/04/2012',\n",
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22599         "  'Date': '23/07/2012',\n",
22600         "  'Datetime': datetime.datetime(2012, 7, 23, 20, 30),\n",
22601         "  'Day_of_Week': 2,\n",
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22671         "  'Accident_Index': '201243S098092',\n",
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22685         "    'Sex_of_Casualty': 2,\n",
22686         "    'Vehicle_Reference': 1}],\n",
22687         "  'Date': '24/09/2012',\n",
22688         "  'Datetime': datetime.datetime(2012, 9, 24, 15, 4),\n",
22689         "  'Day_of_Week': 2,\n",
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22694         "  'Latitude': 52.057797,\n",
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22699         "  'Location_Northing_OSGR': 240650,\n",
22700         "  'Longitude': -0.772747,\n",
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22739         "  'Accident_Index': '201243S119102',\n",
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22755         "   {'Age_Band_of_Casualty': 6,\n",
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22767         "    'Vehicle_Reference': 2}],\n",
22768         "  'Date': '25/10/2012',\n",
22769         "  'Datetime': datetime.datetime(2012, 10, 25, 16, 7),\n",
22770         "  'Day_of_Week': 5,\n",
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22775         "  'Latitude': 52.064384,\n",
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22840         "  'Accident_Index': '201243S046082',\n",
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22856         "  'Date': '15/08/2012',\n",
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22926         "  '2nd_Road_Class': 6,\n",
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22928         "  'Accident_Index': '201243S098072',\n",
22929         "  'Accident_Severity': 3,\n",
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22942         "    'Sex_of_Casualty': 1,\n",
22943         "    'Vehicle_Reference': 2}],\n",
22944         "  'Date': '24/07/2012',\n",
22945         "  'Datetime': datetime.datetime(2012, 7, 24, 13, 44),\n",
22946         "  'Day_of_Week': 3,\n",
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22951         "  'Latitude': 52.065447,\n",
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22963         "  'Road_Surface_Conditions': 1,\n",
22964         "  'Road_Type': 6,\n",
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22966         "  'Speed_limit': 30,\n",
22967         "  'Time': '13:44',\n",
22968         "  'Urban_or_Rural_Area': 2,\n",
22969         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
22970         "    'Age_Band_of_Driver': 6,\n",
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23016         "  'Accident_Index': '201243S019012',\n",
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23032         "  'Date': '06/01/2012',\n",
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23119         "    'Vehicle_Reference': 1}],\n",
23120         "  'Date': '10/01/2012',\n",
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23208         "  'Date': '21/07/2012',\n",
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23280         "  'Accident_Index': '201243S005112',\n",
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23296         "  'Date': '02/11/2012',\n",
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23319         "  'Time': '16:15',\n",
23320         "  'Urban_or_Rural_Area': 1,\n",
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23348         "  'Accident_Index': '201243S128072',\n",
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23363         "    'Vehicle_Reference': 1}],\n",
23364         "  'Date': '31/07/2012',\n",
23365         "  'Datetime': datetime.datetime(2012, 7, 31, 16, 57),\n",
23366         "  'Day_of_Week': 3,\n",
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23371         "  'Latitude': 52.066318,\n",
23372         "  'Light_Conditions': 1,\n",
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23377         "  'Longitude': -0.814675,\n",
23378         "  'Number_of_Casualties': 1,\n",
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23387         "  'Time': '16:57',\n",
23388         "  'Urban_or_Rural_Area': 1,\n",
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23399         "    'Propulsion_Code': 1,\n",
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23407         "    'Vehicle_Type': 9,\n",
23408         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
23409         "   {'1st_Point_of_Impact': 4,\n",
23410         "    'Age_Band_of_Driver': 4,\n",
23411         "    'Age_of_Vehicle': 5,\n",
23412         "    'Driver_Home_Area_Type': 1,\n",
23413         "    'Driver_IMD_Decile': 2,\n",
23414         "    'Engine_Capacity_(CC)': 2402,\n",
23415         "    'Hit_Object_in_Carriageway': 0,\n",
23416         "    'Hit_Object_off_Carriageway': 0,\n",
23417         "    'Journey_Purpose_of_Driver': 1,\n",
23418         "    'Junction_Location': 8,\n",
23419         "    'Propulsion_Code': 2,\n",
23420         "    'Sex_of_Driver': 1,\n",
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23434         "  '2nd_Road_Class': 6,\n",
23435         "  '2nd_Road_Number': 1129,\n",
23436         "  'Accident_Index': '201243S035092',\n",
23437         "  'Accident_Severity': 3,\n",
23438         "  'Carriageway_Hazards': 0,\n",
23439         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
23440         "    'Bus_or_Coach_Passenger': 0,\n",
23441         "    'Car_Passenger': 0,\n",
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23445         "    'Casualty_Severity': 3,\n",
23446         "    'Casualty_Type': 0,\n",
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23450         "    'Sex_of_Casualty': 2,\n",
23451         "    'Vehicle_Reference': 1}],\n",
23452         "  'Date': '08/09/2012',\n",
23453         "  'Datetime': datetime.datetime(2012, 9, 8, 17, 40),\n",
23454         "  'Day_of_Week': 7,\n",
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23457         "  'Junction_Detail': 3,\n",
23458         "  'LSOA_of_Accident_Location': 'E01016837',\n",
23459         "  'Latitude': 52.062543,\n",
23460         "  'Light_Conditions': 1,\n",
23461         "  'Local_Authority_(District)': 479,\n",
23462         "  'Local_Authority_(Highway)': 'E06000042',\n",
23463         "  'Location_Easting_OSGR': 481350,\n",
23464         "  'Location_Northing_OSGR': 241130,\n",
23465         "  'Longitude': -0.814775,\n",
23466         "  'Number_of_Casualties': 1,\n",
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23470         "  'Police_Force': 43,\n",
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23474         "  'Speed_limit': 30,\n",
23475         "  'Time': '17:40',\n",
23476         "  'Urban_or_Rural_Area': 1,\n",
23477         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
23478         "    'Age_Band_of_Driver': 11,\n",
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23504         "  'Accident_Index': '201243S121122',\n",
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23518         "    'Sex_of_Casualty': 2,\n",
23519         "    'Vehicle_Reference': 1}],\n",
23520         "  'Date': '23/12/2012',\n",
23521         "  'Datetime': datetime.datetime(2012, 12, 23, 12, 0),\n",
23522         "  'Day_of_Week': 1,\n",
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23527         "  'Latitude': 52.062212,\n",
23528         "  'Light_Conditions': 1,\n",
23529         "  'Local_Authority_(District)': 479,\n",
23530         "  'Local_Authority_(Highway)': 'E06000042',\n",
23531         "  'Location_Easting_OSGR': 481026,\n",
23532         "  'Location_Northing_OSGR': 241088,\n",
23533         "  'Longitude': -0.81951,\n",
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23542         "  'Speed_limit': 30,\n",
23543         "  'Time': '12:00',\n",
23544         "  'Urban_or_Rural_Area': 1,\n",
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23565         "   {'1st_Point_of_Impact': 1,\n",
23566         "    'Age_Band_of_Driver': 6,\n",
23567         "    'Age_of_Vehicle': 12,\n",
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23590         "  '2nd_Road_Class': 5,\n",
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23592         "  'Accident_Index': '201243S041012',\n",
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23595         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
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23607         "    'Vehicle_Reference': 2}],\n",
23608         "  'Date': '14/01/2012',\n",
23609         "  'Datetime': datetime.datetime(2012, 1, 14, 14, 33),\n",
23610         "  'Day_of_Week': 7,\n",
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23614         "  'LSOA_of_Accident_Location': 'E01016840',\n",
23615         "  'Latitude': 52.061521,\n",
23616         "  'Light_Conditions': 1,\n",
23617         "  'Local_Authority_(District)': 479,\n",
23618         "  'Local_Authority_(Highway)': 'E06000042',\n",
23619         "  'Location_Easting_OSGR': 480340,\n",
23620         "  'Location_Northing_OSGR': 241000,\n",
23621         "  'Longitude': -0.829535,\n",
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23631         "  'Time': '14:33',\n",
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23640         "    'Hit_Object_off_Carriageway': 0,\n",
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23653         "   {'1st_Point_of_Impact': 4,\n",
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23660         "    'Hit_Object_off_Carriageway': 0,\n",
23661         "    'Journey_Purpose_of_Driver': 6,\n",
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23667         "    'Vehicle_Leaving_Carriageway': 0,\n",
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23674         "  '_id': ObjectId('52a9c98292c4e16686d2b664'),\n",
23675         "  'loc': {'coordinates': [-0.829535, 52.061521], 'type': 'Point'}},\n",
23676         " {'1st_Road_Class': 5,\n",
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23680         "  'Accident_Index': '201243S124012',\n",
23681         "  'Accident_Severity': 3,\n",
23682         "  'Carriageway_Hazards': 0,\n",
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23685         "    'Car_Passenger': 0,\n",
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23688         "    'Casualty_Reference': 2,\n",
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23696         "   {'Age_Band_of_Casualty': 8,\n",
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23699         "    'Casualty_Class': 1,\n",
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23701         "    'Casualty_Reference': 1,\n",
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23707         "    'Sex_of_Casualty': 2,\n",
23708         "    'Vehicle_Reference': 2}],\n",
23709         "  'Date': '31/01/2012',\n",
23710         "  'Datetime': datetime.datetime(2012, 1, 31, 18, 18),\n",
23711         "  'Day_of_Week': 3,\n",
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23715         "  'LSOA_of_Accident_Location': 'E01016840',\n",
23716         "  'Latitude': 52.06152,\n",
23717         "  'Light_Conditions': 4,\n",
23718         "  'Local_Authority_(District)': 479,\n",
23719         "  'Local_Authority_(Highway)': 'E06000042',\n",
23720         "  'Location_Easting_OSGR': 480350,\n",
23721         "  'Location_Northing_OSGR': 241000,\n",
23722         "  'Longitude': -0.829389,\n",
23723         "  'Number_of_Casualties': 2,\n",
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23726         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
23727         "  'Police_Force': 43,\n",
23728         "  'Road_Surface_Conditions': 1,\n",
23729         "  'Road_Type': 1,\n",
23730         "  'Special_Conditions_at_Site': 0,\n",
23731         "  'Speed_limit': 60,\n",
23732         "  'Time': '18:18',\n",
23733         "  'Urban_or_Rural_Area': 2,\n",
23734         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
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23741         "    'Hit_Object_off_Carriageway': 0,\n",
23742         "    'Journey_Purpose_of_Driver': 6,\n",
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23744         "    'Propulsion_Code': 1,\n",
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23747         "    'Towing_and_Articulation': 0,\n",
23748         "    'Vehicle_Leaving_Carriageway': 0,\n",
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23760         "    'Hit_Object_in_Carriageway': 0,\n",
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23768         "    'Vehicle_Leaving_Carriageway': 0,\n",
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23775         "  '_id': ObjectId('52a9c98292c4e16686d2b7ff'),\n",
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23777         " {'1st_Road_Class': 5,\n",
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23780         "  '2nd_Road_Number': 155,\n",
23781         "  'Accident_Index': '201243S068092',\n",
23782         "  'Accident_Severity': 3,\n",
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23784         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
23785         "    'Bus_or_Coach_Passenger': 0,\n",
23786         "    'Car_Passenger': 0,\n",
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23797         "   {'Age_Band_of_Casualty': 6,\n",
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23810         "   {'Age_Band_of_Casualty': 8,\n",
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23821         "    'Sex_of_Casualty': 1,\n",
23822         "    'Vehicle_Reference': 2}],\n",
23823         "  'Date': '13/09/2012',\n",
23824         "  'Datetime': datetime.datetime(2012, 9, 13, 17, 25),\n",
23825         "  'Day_of_Week': 5,\n",
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23829         "  'LSOA_of_Accident_Location': 'E01016840',\n",
23830         "  'Latitude': 52.061521,\n",
23831         "  'Light_Conditions': 1,\n",
23832         "  'Local_Authority_(District)': 479,\n",
23833         "  'Local_Authority_(Highway)': 'E06000042',\n",
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23845         "  'Speed_limit': 60,\n",
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23868         "   {'1st_Point_of_Impact': 3,\n",
23869         "    'Age_Band_of_Driver': 6,\n",
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23875         "    'Hit_Object_off_Carriageway': 0,\n",
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23889         "  '_id': ObjectId('52a9c98292c4e16686d2b6e1'),\n",
23890         "  'loc': {'coordinates': [-0.829535, 52.061521], 'type': 'Point'}},\n",
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23895         "  'Accident_Index': '201243S009122',\n",
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23904         "    'Casualty_Severity': 3,\n",
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23911         "   {'Age_Band_of_Casualty': 8,\n",
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23923         "    'Vehicle_Reference': 2}],\n",
23924         "  'Date': '02/12/2012',\n",
23925         "  'Datetime': datetime.datetime(2012, 12, 2, 11, 40),\n",
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23933         "  'Local_Authority_(District)': 479,\n",
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23947         "  'Time': '11:40',\n",
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23993         "  '1st_Road_Number': 129,\n",
23994         "  '2nd_Road_Class': 5,\n",
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23996         "  'Accident_Index': '201243S123012',\n",
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24036         "    'Sex_of_Casualty': 2,\n",
24037         "    'Vehicle_Reference': 2}],\n",
24038         "  'Date': '14/01/2012',\n",
24039         "  'Datetime': datetime.datetime(2012, 1, 14, 15, 0),\n",
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24045         "  'Latitude': 52.060823,\n",
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24051         "  'Longitude': -0.859164,\n",
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24060         "  'Speed_limit': 40,\n",
24061         "  'Time': '15:00',\n",
24062         "  'Urban_or_Rural_Area': 2,\n",
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24084         "    'Age_Band_of_Driver': 8,\n",
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24090         "    'Hit_Object_off_Carriageway': 0,\n",
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24101         "    'Vehicle_Type': 9,\n",
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24106         " {'1st_Road_Class': 5,\n",
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24108         "  '2nd_Road_Class': -1,\n",
24109         "  '2nd_Road_Number': 0,\n",
24110         "  'Accident_Index': '201243S113112',\n",
24111         "  'Accident_Severity': 3,\n",
24112         "  'Carriageway_Hazards': 0,\n",
24113         "  'Casualties': [{'Age_Band_of_Casualty': 2,\n",
24114         "    'Bus_or_Coach_Passenger': 0,\n",
24115         "    'Car_Passenger': 0,\n",
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24124         "    'Sex_of_Casualty': 1,\n",
24125         "    'Vehicle_Reference': 1}],\n",
24126         "  'Date': '26/11/2012',\n",
24127         "  'Datetime': datetime.datetime(2012, 11, 26, 16, 1),\n",
24128         "  'Day_of_Week': 2,\n",
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24133         "  'Latitude': 52.05754,\n",
24134         "  'Light_Conditions': 1,\n",
24135         "  'Local_Authority_(District)': 479,\n",
24136         "  'Local_Authority_(Highway)': 'E06000042',\n",
24137         "  'Location_Easting_OSGR': 478640,\n",
24138         "  'Location_Northing_OSGR': 240530,\n",
24139         "  'Longitude': -0.854435,\n",
24140         "  'Number_of_Casualties': 1,\n",
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24142         "  'Pedestrian_Crossing-Human_Control': 0,\n",
24143         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
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24145         "  'Road_Surface_Conditions': 2,\n",
24146         "  'Road_Type': 6,\n",
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24148         "  'Speed_limit': 30,\n",
24149         "  'Time': '16:01',\n",
24150         "  'Urban_or_Rural_Area': 1,\n",
24151         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
24152         "    'Age_Band_of_Driver': 9,\n",
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24158         "    'Hit_Object_off_Carriageway': 0,\n",
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24178         "  'Accident_Index': '201243S151052',\n",
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24187         "    'Casualty_Severity': 3,\n",
24188         "    'Casualty_Type': 9,\n",
24189         "    'Pedestrian_Location': 0,\n",
24190         "    'Pedestrian_Movement': 0,\n",
24191         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
24192         "    'Sex_of_Casualty': 1,\n",
24193         "    'Vehicle_Reference': 2},\n",
24194         "   {'Age_Band_of_Casualty': 7,\n",
24195         "    'Bus_or_Coach_Passenger': 0,\n",
24196         "    'Car_Passenger': 1,\n",
24197         "    'Casualty_Class': 2,\n",
24198         "    'Casualty_Home_Area_Type': 1,\n",
24199         "    'Casualty_Reference': 2,\n",
24200         "    'Casualty_Severity': 3,\n",
24201         "    'Casualty_Type': 9,\n",
24202         "    'Pedestrian_Location': 0,\n",
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24204         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
24205         "    'Sex_of_Casualty': 2,\n",
24206         "    'Vehicle_Reference': 2}],\n",
24207         "  'Date': '31/05/2012',\n",
24208         "  'Datetime': datetime.datetime(2012, 5, 31, 16, 28),\n",
24209         "  'Day_of_Week': 5,\n",
24210         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
24211         "  'Junction_Control': -1,\n",
24212         "  'Junction_Detail': 0,\n",
24213         "  'LSOA_of_Accident_Location': 'E01016817',\n",
24214         "  'Latitude': 52.057118,\n",
24215         "  'Light_Conditions': 1,\n",
24216         "  'Local_Authority_(District)': 479,\n",
24217         "  'Local_Authority_(Highway)': 'E06000042',\n",
24218         "  'Location_Easting_OSGR': 479080,\n",
24219         "  'Location_Northing_OSGR': 240490,\n",
24220         "  'Longitude': -0.848028,\n",
24221         "  'Number_of_Casualties': 2,\n",
24222         "  'Number_of_Vehicles': 4,\n",
24223         "  'Pedestrian_Crossing-Human_Control': 0,\n",
24224         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
24225         "  'Police_Force': 43,\n",
24226         "  'Road_Surface_Conditions': 1,\n",
24227         "  'Road_Type': 6,\n",
24228         "  'Special_Conditions_at_Site': 0,\n",
24229         "  'Speed_limit': 30,\n",
24230         "  'Time': '16:28',\n",
24231         "  'Urban_or_Rural_Area': 1,\n",
24232         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
24233         "    'Age_Band_of_Driver': 4,\n",
24234         "    'Age_of_Vehicle': 9,\n",
24235         "    'Driver_Home_Area_Type': 1,\n",
24236         "    'Driver_IMD_Decile': 8,\n",
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24239         "    'Hit_Object_off_Carriageway': 0,\n",
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24243         "    'Sex_of_Driver': 2,\n",
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24252         "   {'1st_Point_of_Impact': 2,\n",
24253         "    'Age_Band_of_Driver': 8,\n",
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24255         "    'Driver_Home_Area_Type': 1,\n",
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24258         "    'Hit_Object_in_Carriageway': 0,\n",
24259         "    'Hit_Object_off_Carriageway': 0,\n",
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24263         "    'Sex_of_Driver': 1,\n",
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24266         "    'Vehicle_Leaving_Carriageway': 0,\n",
24267         "    'Vehicle_Location-Restricted_Lane': 0,\n",
24268         "    'Vehicle_Manoeuvre': 3,\n",
24269         "    'Vehicle_Reference': 2,\n",
24270         "    'Vehicle_Type': 9,\n",
24271         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
24272         "   {'1st_Point_of_Impact': 2,\n",
24273         "    'Age_Band_of_Driver': 8,\n",
24274         "    'Age_of_Vehicle': 8,\n",
24275         "    'Driver_Home_Area_Type': 3,\n",
24276         "    'Driver_IMD_Decile': 9,\n",
24277         "    'Engine_Capacity_(CC)': 1598,\n",
24278         "    'Hit_Object_in_Carriageway': 0,\n",
24279         "    'Hit_Object_off_Carriageway': 0,\n",
24280         "    'Journey_Purpose_of_Driver': 6,\n",
24281         "    'Junction_Location': 0,\n",
24282         "    'Propulsion_Code': 1,\n",
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24285         "    'Towing_and_Articulation': 0,\n",
24286         "    'Vehicle_Leaving_Carriageway': 0,\n",
24287         "    'Vehicle_Location-Restricted_Lane': 0,\n",
24288         "    'Vehicle_Manoeuvre': 2,\n",
24289         "    'Vehicle_Reference': 3,\n",
24290         "    'Vehicle_Type': 9,\n",
24291         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
24292         "   {'1st_Point_of_Impact': 2,\n",
24293         "    'Age_Band_of_Driver': -1,\n",
24294         "    'Age_of_Vehicle': 13,\n",
24295         "    'Driver_Home_Area_Type': -1,\n",
24296         "    'Driver_IMD_Decile': -1,\n",
24297         "    'Engine_Capacity_(CC)': 1840,\n",
24298         "    'Hit_Object_in_Carriageway': 0,\n",
24299         "    'Hit_Object_off_Carriageway': 0,\n",
24300         "    'Journey_Purpose_of_Driver': 6,\n",
24301         "    'Junction_Location': 0,\n",
24302         "    'Propulsion_Code': 1,\n",
24303         "    'Sex_of_Driver': 3,\n",
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24305         "    'Towing_and_Articulation': 0,\n",
24306         "    'Vehicle_Leaving_Carriageway': 0,\n",
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24309         "    'Vehicle_Reference': 4,\n",
24310         "    'Vehicle_Type': 9,\n",
24311         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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24314         "  'loc': {'coordinates': [-0.848028, 52.057118], 'type': 'Point'}},\n",
24315         " {'1st_Road_Class': 3,\n",
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24317         "  '2nd_Road_Class': -1,\n",
24318         "  '2nd_Road_Number': 0,\n",
24319         "  'Accident_Index': '201243S037032',\n",
24320         "  'Accident_Severity': 3,\n",
24321         "  'Carriageway_Hazards': 0,\n",
24322         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
24323         "    'Bus_or_Coach_Passenger': 0,\n",
24324         "    'Car_Passenger': 0,\n",
24325         "    'Casualty_Class': 1,\n",
24326         "    'Casualty_Home_Area_Type': 3,\n",
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24330         "    'Pedestrian_Location': 0,\n",
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24332         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
24333         "    'Sex_of_Casualty': 2,\n",
24334         "    'Vehicle_Reference': 1}],\n",
24335         "  'Date': '10/03/2012',\n",
24336         "  'Datetime': datetime.datetime(2012, 3, 10, 8, 10),\n",
24337         "  'Day_of_Week': 7,\n",
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24340         "  'Junction_Detail': 0,\n",
24341         "  'LSOA_of_Accident_Location': 'E01016840',\n",
24342         "  'Latitude': 52.057028,\n",
24343         "  'Light_Conditions': 1,\n",
24344         "  'Local_Authority_(District)': 479,\n",
24345         "  'Local_Authority_(Highway)': 'E06000042',\n",
24346         "  'Location_Easting_OSGR': 479710,\n",
24347         "  'Location_Northing_OSGR': 240490,\n",
24348         "  'Longitude': -0.838841,\n",
24349         "  'Number_of_Casualties': 1,\n",
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24353         "  'Police_Force': 43,\n",
24354         "  'Road_Surface_Conditions': 1,\n",
24355         "  'Road_Type': 3,\n",
24356         "  'Special_Conditions_at_Site': 0,\n",
24357         "  'Speed_limit': 70,\n",
24358         "  'Time': '08:10',\n",
24359         "  'Urban_or_Rural_Area': 2,\n",
24360         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
24361         "    'Age_Band_of_Driver': 5,\n",
24362         "    'Age_of_Vehicle': 4,\n",
24363         "    'Driver_Home_Area_Type': 3,\n",
24364         "    'Driver_IMD_Decile': 10,\n",
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24366         "    'Hit_Object_in_Carriageway': 0,\n",
24367         "    'Hit_Object_off_Carriageway': 6,\n",
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24370         "    'Propulsion_Code': 1,\n",
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24373         "    'Towing_and_Articulation': 0,\n",
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24383         " {'1st_Road_Class': 5,\n",
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24385         "  '2nd_Road_Class': 5,\n",
24386         "  '2nd_Road_Number': 129,\n",
24387         "  'Accident_Index': '201243S065042',\n",
24388         "  'Accident_Severity': 3,\n",
24389         "  'Carriageway_Hazards': 0,\n",
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24391         "    'Bus_or_Coach_Passenger': 0,\n",
24392         "    'Car_Passenger': 0,\n",
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24397         "    'Casualty_Type': 5,\n",
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24400         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
24401         "    'Sex_of_Casualty': 1,\n",
24402         "    'Vehicle_Reference': 1}],\n",
24403         "  'Date': '21/04/2012',\n",
24404         "  'Datetime': datetime.datetime(2012, 4, 21, 20, 32),\n",
24405         "  'Day_of_Week': 7,\n",
24406         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
24407         "  'Junction_Control': 4,\n",
24408         "  'Junction_Detail': 1,\n",
24409         "  'LSOA_of_Accident_Location': 'E01016817',\n",
24410         "  'Latitude': 52.058772,\n",
24411         "  'Light_Conditions': 4,\n",
24412         "  'Local_Authority_(District)': 479,\n",
24413         "  'Local_Authority_(Highway)': 'E06000042',\n",
24414         "  'Location_Easting_OSGR': 479460,\n",
24415         "  'Location_Northing_OSGR': 240680,\n",
24416         "  'Longitude': -0.842442,\n",
24417         "  'Number_of_Casualties': 1,\n",
24418         "  'Number_of_Vehicles': 1,\n",
24419         "  'Pedestrian_Crossing-Human_Control': 0,\n",
24420         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
24421         "  'Police_Force': 43,\n",
24422         "  'Road_Surface_Conditions': 2,\n",
24423         "  'Road_Type': 6,\n",
24424         "  'Special_Conditions_at_Site': 0,\n",
24425         "  'Speed_limit': 30,\n",
24426         "  'Time': '20:32',\n",
24427         "  'Urban_or_Rural_Area': 1,\n",
24428         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
24429         "    'Age_Band_of_Driver': 7,\n",
24430         "    'Age_of_Vehicle': 5,\n",
24431         "    'Driver_Home_Area_Type': 1,\n",
24432         "    'Driver_IMD_Decile': 7,\n",
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24434         "    'Hit_Object_in_Carriageway': 0,\n",
24435         "    'Hit_Object_off_Carriageway': 1,\n",
24436         "    'Journey_Purpose_of_Driver': 6,\n",
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24441         "    'Towing_and_Articulation': 0,\n",
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24451         " {'1st_Road_Class': 5,\n",
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24453         "  '2nd_Road_Class': 5,\n",
24454         "  '2nd_Road_Number': 129,\n",
24455         "  'Accident_Index': '201243S008082',\n",
24456         "  'Accident_Severity': 3,\n",
24457         "  'Carriageway_Hazards': 0,\n",
24458         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
24459         "    'Bus_or_Coach_Passenger': 0,\n",
24460         "    'Car_Passenger': 0,\n",
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24464         "    'Casualty_Severity': 3,\n",
24465         "    'Casualty_Type': 9,\n",
24466         "    'Pedestrian_Location': 0,\n",
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24468         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
24469         "    'Sex_of_Casualty': 2,\n",
24470         "    'Vehicle_Reference': 2}],\n",
24471         "  'Date': '03/08/2012',\n",
24472         "  'Datetime': datetime.datetime(2012, 8, 3, 14, 0),\n",
24473         "  'Day_of_Week': 6,\n",
24474         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
24475         "  'Junction_Control': 4,\n",
24476         "  'Junction_Detail': 1,\n",
24477         "  'LSOA_of_Accident_Location': 'E01016817',\n",
24478         "  'Latitude': 52.059038,\n",
24479         "  'Light_Conditions': 1,\n",
24480         "  'Local_Authority_(District)': 479,\n",
24481         "  'Local_Authority_(Highway)': 'E06000042',\n",
24482         "  'Location_Easting_OSGR': 479480,\n",
24483         "  'Location_Northing_OSGR': 240710,\n",
24484         "  'Longitude': -0.842144,\n",
24485         "  'Number_of_Casualties': 1,\n",
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24488         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
24489         "  'Police_Force': 43,\n",
24490         "  'Road_Surface_Conditions': 1,\n",
24491         "  'Road_Type': 6,\n",
24492         "  'Special_Conditions_at_Site': 0,\n",
24493         "  'Speed_limit': 40,\n",
24494         "  'Time': '14:00',\n",
24495         "  'Urban_or_Rural_Area': 1,\n",
24496         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
24497         "    'Age_Band_of_Driver': 9,\n",
24498         "    'Age_of_Vehicle': 3,\n",
24499         "    'Driver_Home_Area_Type': 3,\n",
24500         "    'Driver_IMD_Decile': 5,\n",
24501         "    'Engine_Capacity_(CC)': 1461,\n",
24502         "    'Hit_Object_in_Carriageway': 0,\n",
24503         "    'Hit_Object_off_Carriageway': 0,\n",
24504         "    'Journey_Purpose_of_Driver': 6,\n",
24505         "    'Junction_Location': 1,\n",
24506         "    'Propulsion_Code': 2,\n",
24507         "    'Sex_of_Driver': 2,\n",
24508         "    'Skidding_and_Overturning': 0,\n",
24509         "    'Towing_and_Articulation': 0,\n",
24510         "    'Vehicle_Leaving_Carriageway': 0,\n",
24511         "    'Vehicle_Location-Restricted_Lane': 0,\n",
24512         "    'Vehicle_Manoeuvre': 18,\n",
24513         "    'Vehicle_Reference': 1,\n",
24514         "    'Vehicle_Type': 9,\n",
24515         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
24516         "   {'1st_Point_of_Impact': 2,\n",
24517         "    'Age_Band_of_Driver': 8,\n",
24518         "    'Age_of_Vehicle': -1,\n",
24519         "    'Driver_Home_Area_Type': 1,\n",
24520         "    'Driver_IMD_Decile': 4,\n",
24521         "    'Engine_Capacity_(CC)': 1398,\n",
24522         "    'Hit_Object_in_Carriageway': 0,\n",
24523         "    'Hit_Object_off_Carriageway': 0,\n",
24524         "    'Journey_Purpose_of_Driver': 1,\n",
24525         "    'Junction_Location': 1,\n",
24526         "    'Propulsion_Code': 2,\n",
24527         "    'Sex_of_Driver': 2,\n",
24528         "    'Skidding_and_Overturning': 0,\n",
24529         "    'Towing_and_Articulation': 0,\n",
24530         "    'Vehicle_Leaving_Carriageway': 0,\n",
24531         "    'Vehicle_Location-Restricted_Lane': 0,\n",
24532         "    'Vehicle_Manoeuvre': 3,\n",
24533         "    'Vehicle_Reference': 2,\n",
24534         "    'Vehicle_Type': 9,\n",
24535         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
24536         "  'Weather_Conditions': 1,\n",
24537         "  '_id': ObjectId('52a9c98292c4e16686d2b5d3'),\n",
24538         "  'loc': {'coordinates': [-0.842144, 52.059038], 'type': 'Point'}},\n",
24539         " {'1st_Road_Class': 5,\n",
24540         "  '1st_Road_Number': 129,\n",
24541         "  '2nd_Road_Class': 5,\n",
24542         "  '2nd_Road_Number': 154,\n",
24543         "  'Accident_Index': '201243S112022',\n",
24544         "  'Accident_Severity': 3,\n",
24545         "  'Carriageway_Hazards': 0,\n",
24546         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
24547         "    'Bus_or_Coach_Passenger': 0,\n",
24548         "    'Car_Passenger': 0,\n",
24549         "    'Casualty_Class': 1,\n",
24550         "    'Casualty_Home_Area_Type': 1,\n",
24551         "    'Casualty_Reference': 1,\n",
24552         "    'Casualty_Severity': 3,\n",
24553         "    'Casualty_Type': 1,\n",
24554         "    'Pedestrian_Location': 0,\n",
24555         "    'Pedestrian_Movement': 0,\n",
24556         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
24557         "    'Sex_of_Casualty': 2,\n",
24558         "    'Vehicle_Reference': 2}],\n",
24559         "  'Date': '26/02/2012',\n",
24560         "  'Datetime': datetime.datetime(2012, 2, 26, 8, 40),\n",
24561         "  'Day_of_Week': 1,\n",
24562         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
24563         "  'Junction_Control': 4,\n",
24564         "  'Junction_Detail': 3,\n",
24565         "  'LSOA_of_Accident_Location': 'E01016812',\n",
24566         "  'Latitude': 52.052394,\n",
24567         "  'Light_Conditions': 1,\n",
24568         "  'Local_Authority_(District)': 479,\n",
24569         "  'Local_Authority_(Highway)': 'E06000042',\n",
24570         "  'Location_Easting_OSGR': 479430,\n",
24571         "  'Location_Northing_OSGR': 239970,\n",
24572         "  'Longitude': -0.843045,\n",
24573         "  'Number_of_Casualties': 1,\n",
24574         "  'Number_of_Vehicles': 2,\n",
24575         "  'Pedestrian_Crossing-Human_Control': 0,\n",
24576         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
24577         "  'Police_Force': 43,\n",
24578         "  'Road_Surface_Conditions': 1,\n",
24579         "  'Road_Type': 6,\n",
24580         "  'Special_Conditions_at_Site': 0,\n",
24581         "  'Speed_limit': 40,\n",
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24584         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
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24604         "   {'1st_Point_of_Impact': 4,\n",
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24611         "    'Hit_Object_off_Carriageway': 0,\n",
24612         "    'Journey_Purpose_of_Driver': 6,\n",
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24615         "    'Sex_of_Driver': 2,\n",
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24618         "    'Vehicle_Leaving_Carriageway': 0,\n",
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24620         "    'Vehicle_Manoeuvre': 18,\n",
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24622         "    'Vehicle_Type': 1,\n",
24623         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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24631         "  'Accident_Index': '201243S009022',\n",
24632         "  'Accident_Severity': 3,\n",
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24646         "    'Vehicle_Reference': 2},\n",
24647         "   {'Age_Band_of_Casualty': 1,\n",
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24649         "    'Car_Passenger': 2,\n",
24650         "    'Casualty_Class': 2,\n",
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24658         "    'Sex_of_Casualty': 2,\n",
24659         "    'Vehicle_Reference': 2}],\n",
24660         "  'Date': '02/02/2012',\n",
24661         "  'Datetime': datetime.datetime(2012, 2, 2, 8, 50),\n",
24662         "  'Day_of_Week': 5,\n",
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24665         "  'Junction_Detail': 1,\n",
24666         "  'LSOA_of_Accident_Location': 'E01016840',\n",
24667         "  'Latitude': 52.057715,\n",
24668         "  'Light_Conditions': 1,\n",
24669         "  'Local_Authority_(District)': 479,\n",
24670         "  'Local_Authority_(Highway)': 'E06000042',\n",
24671         "  'Location_Easting_OSGR': 480550,\n",
24672         "  'Location_Northing_OSGR': 240580,\n",
24673         "  'Longitude': -0.826571,\n",
24674         "  'Number_of_Casualties': 2,\n",
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24680         "  'Road_Type': 1,\n",
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24682         "  'Speed_limit': 60,\n",
24683         "  'Time': '08:50',\n",
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24705         "   {'1st_Point_of_Impact': 2,\n",
24706         "    'Age_Band_of_Driver': 6,\n",
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24730         "  '2nd_Road_Class': 6,\n",
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24732         "  'Accident_Index': '201243S059122',\n",
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24746         "    'Sex_of_Casualty': 2,\n",
24747         "    'Vehicle_Reference': 2}],\n",
24748         "  'Date': '15/12/2012',\n",
24749         "  'Datetime': datetime.datetime(2012, 12, 15, 19, 20),\n",
24750         "  'Day_of_Week': 7,\n",
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24755         "  'Latitude': 52.056019,\n",
24756         "  'Light_Conditions': 4,\n",
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24759         "  'Location_Easting_OSGR': 480410,\n",
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24761         "  'Longitude': -0.828658,\n",
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24770         "  'Speed_limit': 60,\n",
24771         "  'Time': '19:20',\n",
24772         "  'Urban_or_Rural_Area': 1,\n",
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24780         "    'Hit_Object_off_Carriageway': 0,\n",
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24793         "   {'1st_Point_of_Impact': 1,\n",
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24820         "  'Accident_Index': '201243S150122',\n",
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24835         "    'Vehicle_Reference': 2}],\n",
24836         "  'Date': '19/12/2012',\n",
24837         "  'Datetime': datetime.datetime(2012, 12, 19, 15, 25),\n",
24838         "  'Day_of_Week': 4,\n",
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24841         "  'Junction_Detail': 3,\n",
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24843         "  'Latitude': 52.056389,\n",
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24856         "  'Road_Type': 6,\n",
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24858         "  'Speed_limit': 30,\n",
24859         "  'Time': '15:25',\n",
24860         "  'Urban_or_Rural_Area': 1,\n",
24861         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
24862         "    'Age_Band_of_Driver': 8,\n",
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24880         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
24881         "   {'1st_Point_of_Impact': 3,\n",
24882         "    'Age_Band_of_Driver': 3,\n",
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24890         "    'Junction_Location': 1,\n",
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24901         "  'Weather_Conditions': 2,\n",
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24904         " {'1st_Road_Class': 5,\n",
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24906         "  '2nd_Road_Class': 6,\n",
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24908         "  'Accident_Index': '201243S037112',\n",
24909         "  'Accident_Severity': 3,\n",
24910         "  'Carriageway_Hazards': 0,\n",
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24921         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
24922         "    'Sex_of_Casualty': 2,\n",
24923         "    'Vehicle_Reference': 1}],\n",
24924         "  'Date': '09/11/2012',\n",
24925         "  'Datetime': datetime.datetime(2012, 11, 9, 13, 55),\n",
24926         "  'Day_of_Week': 6,\n",
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24928         "  'Junction_Control': 4,\n",
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24931         "  'Latitude': 52.055965,\n",
24932         "  'Light_Conditions': 1,\n",
24933         "  'Local_Authority_(District)': 479,\n",
24934         "  'Local_Authority_(Highway)': 'E06000042',\n",
24935         "  'Location_Easting_OSGR': 480840,\n",
24936         "  'Location_Northing_OSGR': 240390,\n",
24937         "  'Longitude': -0.822387,\n",
24938         "  'Number_of_Casualties': 1,\n",
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24941         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
24942         "  'Police_Force': 43,\n",
24943         "  'Road_Surface_Conditions': 2,\n",
24944         "  'Road_Type': 6,\n",
24945         "  'Special_Conditions_at_Site': 0,\n",
24946         "  'Speed_limit': 60,\n",
24947         "  'Time': '13:55',\n",
24948         "  'Urban_or_Rural_Area': 1,\n",
24949         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
24950         "    'Age_Band_of_Driver': 5,\n",
24951         "    'Age_of_Vehicle': 16,\n",
24952         "    'Driver_Home_Area_Type': 1,\n",
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24955         "    'Hit_Object_in_Carriageway': 0,\n",
24956         "    'Hit_Object_off_Carriageway': 0,\n",
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24959         "    'Propulsion_Code': 1,\n",
24960         "    'Sex_of_Driver': 2,\n",
24961         "    'Skidding_and_Overturning': 1,\n",
24962         "    'Towing_and_Articulation': 0,\n",
24963         "    'Vehicle_Leaving_Carriageway': 0,\n",
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24969         "   {'1st_Point_of_Impact': 2,\n",
24970         "    'Age_Band_of_Driver': 8,\n",
24971         "    'Age_of_Vehicle': 4,\n",
24972         "    'Driver_Home_Area_Type': 1,\n",
24973         "    'Driver_IMD_Decile': 5,\n",
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24996         "  'Accident_Index': '201243S077012',\n",
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25011         "    'Vehicle_Reference': 1}],\n",
25012         "  'Date': '18/01/2012',\n",
25013         "  'Datetime': datetime.datetime(2012, 1, 18, 13, 15),\n",
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25025         "  'Longitude': -0.820485,\n",
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25064         "  'Accident_Index': '201243S142032',\n",
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25079         "    'Vehicle_Reference': 2}],\n",
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25103         "  'Time': '19:06',\n",
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25152         "  'Accident_Index': '201243S104032',\n",
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25194         "  'Date': '22/03/2012',\n",
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25266         "  'Accident_Index': '201243S007052',\n",
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25294         "    'Vehicle_Reference': 1}],\n",
25295         "  'Date': '03/05/2012',\n",
25296         "  'Datetime': datetime.datetime(2012, 5, 3, 13, 47),\n",
25297         "  'Day_of_Week': 5,\n",
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25318         "  'Time': '13:47',\n",
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25367         "  'Accident_Index': '201243S047102',\n",
25368         "  'Accident_Severity': 3,\n",
25369         "  'Carriageway_Hazards': 0,\n",
25370         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
25371         "    'Bus_or_Coach_Passenger': 0,\n",
25372         "    'Car_Passenger': 0,\n",
25373         "    'Casualty_Class': 1,\n",
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25376         "    'Casualty_Severity': 3,\n",
25377         "    'Casualty_Type': 9,\n",
25378         "    'Pedestrian_Location': 0,\n",
25379         "    'Pedestrian_Movement': 0,\n",
25380         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
25381         "    'Sex_of_Casualty': 2,\n",
25382         "    'Vehicle_Reference': 1},\n",
25383         "   {'Age_Band_of_Casualty': 8,\n",
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25385         "    'Car_Passenger': 0,\n",
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25389         "    'Casualty_Severity': 3,\n",
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25393         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
25394         "    'Sex_of_Casualty': 2,\n",
25395         "    'Vehicle_Reference': 2}],\n",
25396         "  'Date': '11/10/2012',\n",
25397         "  'Datetime': datetime.datetime(2012, 10, 11, 8, 20),\n",
25398         "  'Day_of_Week': 5,\n",
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25402         "  'LSOA_of_Accident_Location': 'E01016816',\n",
25403         "  'Latitude': 52.048474,\n",
25404         "  'Light_Conditions': 1,\n",
25405         "  'Local_Authority_(District)': 479,\n",
25406         "  'Local_Authority_(Highway)': 'E06000042',\n",
25407         "  'Location_Easting_OSGR': 480430,\n",
25408         "  'Location_Northing_OSGR': 239550,\n",
25409         "  'Longitude': -0.828563,\n",
25410         "  'Number_of_Casualties': 2,\n",
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25419         "  'Time': '08:20',\n",
25420         "  'Urban_or_Rural_Area': 1,\n",
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25441         "   {'1st_Point_of_Impact': 2,\n",
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25454         "    'Towing_and_Articulation': 0,\n",
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25460         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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25463         "  'loc': {'coordinates': [-0.828563, 52.048474], 'type': 'Point'}},\n",
25464         " {'1st_Road_Class': 5,\n",
25465         "  '1st_Road_Number': 142,\n",
25466         "  '2nd_Road_Class': 6,\n",
25467         "  '2nd_Road_Number': 1116,\n",
25468         "  'Accident_Index': '201243S138122',\n",
25469         "  'Accident_Severity': 3,\n",
25470         "  'Carriageway_Hazards': 0,\n",
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25473         "    'Car_Passenger': 0,\n",
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25483         "    'Vehicle_Reference': 2},\n",
25484         "   {'Age_Band_of_Casualty': 2,\n",
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25495         "    'Sex_of_Casualty': 2,\n",
25496         "    'Vehicle_Reference': 2}],\n",
25497         "  'Date': '27/12/2012',\n",
25498         "  'Datetime': datetime.datetime(2012, 12, 27, 15, 10),\n",
25499         "  'Day_of_Week': 5,\n",
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25504         "  'Latitude': 52.047965,\n",
25505         "  'Light_Conditions': 1,\n",
25506         "  'Local_Authority_(District)': 479,\n",
25507         "  'Local_Authority_(Highway)': 'E06000042',\n",
25508         "  'Location_Easting_OSGR': 480346,\n",
25509         "  'Location_Northing_OSGR': 239492,\n",
25510         "  'Longitude': -0.829801,\n",
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25519         "  'Speed_limit': 60,\n",
25520         "  'Time': '15:10',\n",
25521         "  'Urban_or_Rural_Area': 1,\n",
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25542         "   {'1st_Point_of_Impact': 2,\n",
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25569         "  'Accident_Index': '201243N231012',\n",
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25573         "    'Bus_or_Coach_Passenger': 0,\n",
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25584         "    'Vehicle_Reference': 1}],\n",
25585         "  'Date': '21/01/2012',\n",
25586         "  'Datetime': datetime.datetime(2012, 1, 21, 3, 45),\n",
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25592         "  'Latitude': 52.018693,\n",
25593         "  'Light_Conditions': 6,\n",
25594         "  'Local_Authority_(District)': 476,\n",
25595         "  'Local_Authority_(Highway)': 'E10000002',\n",
25596         "  'Location_Easting_OSGR': 480000,\n",
25597         "  'Location_Northing_OSGR': 236230,\n",
25598         "  'Longitude': -0.835608,\n",
25599         "  'Number_of_Casualties': 1,\n",
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25607         "  'Speed_limit': 60,\n",
25608         "  'Time': '03:45',\n",
25609         "  'Urban_or_Rural_Area': 2,\n",
25610         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
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25637         "  'Accident_Index': '201243S132102',\n",
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25651         "    'Sex_of_Casualty': 2,\n",
25652         "    'Vehicle_Reference': 2}],\n",
25653         "  'Date': '29/10/2012',\n",
25654         "  'Datetime': datetime.datetime(2012, 10, 29, 13, 56),\n",
25655         "  'Day_of_Week': 2,\n",
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25660         "  'Latitude': 52.065047,\n",
25661         "  'Light_Conditions': 1,\n",
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25663         "  'Local_Authority_(Highway)': 'E06000042',\n",
25664         "  'Location_Easting_OSGR': 487340,\n",
25665         "  'Location_Northing_OSGR': 241510,\n",
25666         "  'Longitude': -0.727324,\n",
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25670         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
25671         "  'Police_Force': 43,\n",
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25673         "  'Road_Type': 6,\n",
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25675         "  'Speed_limit': 60,\n",
25676         "  'Time': '13:56',\n",
25677         "  'Urban_or_Rural_Area': 1,\n",
25678         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
25679         "    'Age_Band_of_Driver': 6,\n",
25680         "    'Age_of_Vehicle': -1,\n",
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25684         "    'Hit_Object_in_Carriageway': 0,\n",
25685         "    'Hit_Object_off_Carriageway': 0,\n",
25686         "    'Journey_Purpose_of_Driver': 1,\n",
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25688         "    'Propulsion_Code': -1,\n",
25689         "    'Sex_of_Driver': 1,\n",
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25698         "   {'1st_Point_of_Impact': 1,\n",
25699         "    'Age_Band_of_Driver': 7,\n",
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25705         "    'Hit_Object_off_Carriageway': 0,\n",
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25716         "    'Vehicle_Type': 9,\n",
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25720         "  'loc': {'coordinates': [-0.727324, 52.065047], 'type': 'Point'}},\n",
25721         " {'1st_Road_Class': 5,\n",
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25723         "  '2nd_Road_Class': 6,\n",
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25725         "  'Accident_Index': '201243S091112',\n",
25726         "  'Accident_Severity': 3,\n",
25727         "  'Carriageway_Hazards': 0,\n",
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25753         "    'Vehicle_Reference': 1},\n",
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25766         "    'Vehicle_Reference': 2}],\n",
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25790         "  'Time': '17:09',\n",
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25839         "  'Accident_Index': '201243S031122',\n",
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25867         "    'Vehicle_Reference': 2}],\n",
25868         "  'Date': '07/12/2012',\n",
25869         "  'Datetime': datetime.datetime(2012, 12, 7, 18, 40),\n",
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26043         "    'Vehicle_Reference': 2}],\n",
26044         "  'Date': '19/08/2012',\n",
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26089         "   {'1st_Point_of_Impact': 4,\n",
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26112         " {'1st_Road_Class': 5,\n",
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26114         "  '2nd_Road_Class': 5,\n",
26115         "  '2nd_Road_Number': 160,\n",
26116         "  'Accident_Index': '201243S009102',\n",
26117         "  'Accident_Severity': 3,\n",
26118         "  'Carriageway_Hazards': 0,\n",
26119         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
26120         "    'Bus_or_Coach_Passenger': 0,\n",
26121         "    'Car_Passenger': 0,\n",
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26130         "    'Sex_of_Casualty': 1,\n",
26131         "    'Vehicle_Reference': 2}],\n",
26132         "  'Date': '02/10/2012',\n",
26133         "  'Datetime': datetime.datetime(2012, 10, 2, 20, 20),\n",
26134         "  'Day_of_Week': 3,\n",
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26136         "  'Junction_Control': 4,\n",
26137         "  'Junction_Detail': 1,\n",
26138         "  'LSOA_of_Accident_Location': 'E01016763',\n",
26139         "  'Latitude': 52.062866,\n",
26140         "  'Light_Conditions': 4,\n",
26141         "  'Local_Authority_(District)': 479,\n",
26142         "  'Local_Authority_(Highway)': 'E06000042',\n",
26143         "  'Location_Easting_OSGR': 486920,\n",
26144         "  'Location_Northing_OSGR': 241260,\n",
26145         "  'Longitude': -0.733513,\n",
26146         "  'Number_of_Casualties': 1,\n",
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26150         "  'Police_Force': 43,\n",
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26152         "  'Road_Type': 1,\n",
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26154         "  'Speed_limit': 60,\n",
26155         "  'Time': '20:20',\n",
26156         "  'Urban_or_Rural_Area': 1,\n",
26157         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
26158         "    'Age_Band_of_Driver': -1,\n",
26159         "    'Age_of_Vehicle': -1,\n",
26160         "    'Driver_Home_Area_Type': -1,\n",
26161         "    'Driver_IMD_Decile': -1,\n",
26162         "    'Engine_Capacity_(CC)': 2987,\n",
26163         "    'Hit_Object_in_Carriageway': 0,\n",
26164         "    'Hit_Object_off_Carriageway': 0,\n",
26165         "    'Journey_Purpose_of_Driver': 6,\n",
26166         "    'Junction_Location': 8,\n",
26167         "    'Propulsion_Code': 2,\n",
26168         "    'Sex_of_Driver': 1,\n",
26169         "    'Skidding_and_Overturning': 0,\n",
26170         "    'Towing_and_Articulation': 0,\n",
26171         "    'Vehicle_Leaving_Carriageway': 0,\n",
26172         "    'Vehicle_Location-Restricted_Lane': 0,\n",
26173         "    'Vehicle_Manoeuvre': 18,\n",
26174         "    'Vehicle_Reference': 1,\n",
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26176         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
26177         "   {'1st_Point_of_Impact': 4,\n",
26178         "    'Age_Band_of_Driver': 8,\n",
26179         "    'Age_of_Vehicle': 2,\n",
26180         "    'Driver_Home_Area_Type': 1,\n",
26181         "    'Driver_IMD_Decile': 9,\n",
26182         "    'Engine_Capacity_(CC)': 1255,\n",
26183         "    'Hit_Object_in_Carriageway': 0,\n",
26184         "    'Hit_Object_off_Carriageway': 0,\n",
26185         "    'Journey_Purpose_of_Driver': 6,\n",
26186         "    'Junction_Location': 8,\n",
26187         "    'Propulsion_Code': 1,\n",
26188         "    'Sex_of_Driver': 1,\n",
26189         "    'Skidding_and_Overturning': 0,\n",
26190         "    'Towing_and_Articulation': 0,\n",
26191         "    'Vehicle_Leaving_Carriageway': 0,\n",
26192         "    'Vehicle_Location-Restricted_Lane': 0,\n",
26193         "    'Vehicle_Manoeuvre': 18,\n",
26194         "    'Vehicle_Reference': 2,\n",
26195         "    'Vehicle_Type': 4,\n",
26196         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
26197         "  'Weather_Conditions': 2,\n",
26198         "  '_id': ObjectId('52a9c98292c4e16686d2b5d9'),\n",
26199         "  'loc': {'coordinates': [-0.733513, 52.062866], 'type': 'Point'}},\n",
26200         " {'1st_Road_Class': 6,\n",
26201         "  '1st_Road_Number': 1158,\n",
26202         "  '2nd_Road_Class': -1,\n",
26203         "  '2nd_Road_Number': 0,\n",
26204         "  'Accident_Index': '201243S055022',\n",
26205         "  'Accident_Severity': 3,\n",
26206         "  'Carriageway_Hazards': 0,\n",
26207         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
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26209         "    'Car_Passenger': 0,\n",
26210         "    'Casualty_Class': 1,\n",
26211         "    'Casualty_Home_Area_Type': 3,\n",
26212         "    'Casualty_Reference': 1,\n",
26213         "    'Casualty_Severity': 3,\n",
26214         "    'Casualty_Type': 19,\n",
26215         "    'Pedestrian_Location': 0,\n",
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26217         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
26218         "    'Sex_of_Casualty': 1,\n",
26219         "    'Vehicle_Reference': 2},\n",
26220         "   {'Age_Band_of_Casualty': 6,\n",
26221         "    'Bus_or_Coach_Passenger': 0,\n",
26222         "    'Car_Passenger': 0,\n",
26223         "    'Casualty_Class': 2,\n",
26224         "    'Casualty_Home_Area_Type': 3,\n",
26225         "    'Casualty_Reference': 2,\n",
26226         "    'Casualty_Severity': 3,\n",
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26230         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
26231         "    'Sex_of_Casualty': 1,\n",
26232         "    'Vehicle_Reference': 2}],\n",
26233         "  'Date': '17/02/2012',\n",
26234         "  'Datetime': datetime.datetime(2012, 2, 17, 13, 30),\n",
26235         "  'Day_of_Week': 6,\n",
26236         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
26237         "  'Junction_Control': -1,\n",
26238         "  'Junction_Detail': 0,\n",
26239         "  'LSOA_of_Accident_Location': 'E01016763',\n",
26240         "  'Latitude': 52.062738,\n",
26241         "  'Light_Conditions': 1,\n",
26242         "  'Local_Authority_(District)': 479,\n",
26243         "  'Local_Authority_(Highway)': 'E06000042',\n",
26244         "  'Location_Easting_OSGR': 486590,\n",
26245         "  'Location_Northing_OSGR': 241240,\n",
26246         "  'Longitude': -0.73833,\n",
26247         "  'Number_of_Casualties': 2,\n",
26248         "  'Number_of_Vehicles': 2,\n",
26249         "  'Pedestrian_Crossing-Human_Control': 0,\n",
26250         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
26251         "  'Police_Force': 43,\n",
26252         "  'Road_Surface_Conditions': 1,\n",
26253         "  'Road_Type': 6,\n",
26254         "  'Special_Conditions_at_Site': 0,\n",
26255         "  'Speed_limit': 30,\n",
26256         "  'Time': '13:30',\n",
26257         "  'Urban_or_Rural_Area': 1,\n",
26258         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
26259         "    'Age_Band_of_Driver': -1,\n",
26260         "    'Age_of_Vehicle': 9,\n",
26261         "    'Driver_Home_Area_Type': 3,\n",
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26264         "    'Hit_Object_in_Carriageway': 0,\n",
26265         "    'Hit_Object_off_Carriageway': 0,\n",
26266         "    'Journey_Purpose_of_Driver': 6,\n",
26267         "    'Junction_Location': 0,\n",
26268         "    'Propulsion_Code': 1,\n",
26269         "    'Sex_of_Driver': 2,\n",
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26271         "    'Towing_and_Articulation': 0,\n",
26272         "    'Vehicle_Leaving_Carriageway': 0,\n",
26273         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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26277         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
26278         "   {'1st_Point_of_Impact': 2,\n",
26279         "    'Age_Band_of_Driver': 4,\n",
26280         "    'Age_of_Vehicle': 2,\n",
26281         "    'Driver_Home_Area_Type': 3,\n",
26282         "    'Driver_IMD_Decile': 6,\n",
26283         "    'Engine_Capacity_(CC)': 2198,\n",
26284         "    'Hit_Object_in_Carriageway': 0,\n",
26285         "    'Hit_Object_off_Carriageway': 0,\n",
26286         "    'Journey_Purpose_of_Driver': 6,\n",
26287         "    'Junction_Location': 0,\n",
26288         "    'Propulsion_Code': 2,\n",
26289         "    'Sex_of_Driver': 1,\n",
26290         "    'Skidding_and_Overturning': 0,\n",
26291         "    'Towing_and_Articulation': 0,\n",
26292         "    'Vehicle_Leaving_Carriageway': 0,\n",
26293         "    'Vehicle_Location-Restricted_Lane': 0,\n",
26294         "    'Vehicle_Manoeuvre': 2,\n",
26295         "    'Vehicle_Reference': 2,\n",
26296         "    'Vehicle_Type': 19,\n",
26297         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
26298         "  'Weather_Conditions': 1,\n",
26299         "  '_id': ObjectId('52a9c98292c4e16686d2b69e'),\n",
26300         "  'loc': {'coordinates': [-0.73833, 52.062738], 'type': 'Point'}},\n",
26301         " {'1st_Road_Class': 5,\n",
26302         "  '1st_Road_Number': 160,\n",
26303         "  '2nd_Road_Class': 6,\n",
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26305         "  'Accident_Index': '201243S026062',\n",
26306         "  'Accident_Severity': 3,\n",
26307         "  'Carriageway_Hazards': 0,\n",
26308         "  'Casualties': [{'Age_Band_of_Casualty': 10,\n",
26309         "    'Bus_or_Coach_Passenger': 0,\n",
26310         "    'Car_Passenger': 0,\n",
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26316         "    'Pedestrian_Location': 0,\n",
26317         "    'Pedestrian_Movement': 0,\n",
26318         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
26319         "    'Sex_of_Casualty': 2,\n",
26320         "    'Vehicle_Reference': 1},\n",
26321         "   {'Age_Band_of_Casualty': 6,\n",
26322         "    'Bus_or_Coach_Passenger': 0,\n",
26323         "    'Car_Passenger': 0,\n",
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26325         "    'Casualty_Home_Area_Type': 1,\n",
26326         "    'Casualty_Reference': 2,\n",
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26332         "    'Sex_of_Casualty': 1,\n",
26333         "    'Vehicle_Reference': 2}],\n",
26334         "  'Date': '08/06/2012',\n",
26335         "  'Datetime': datetime.datetime(2012, 6, 8, 17, 50),\n",
26336         "  'Day_of_Week': 6,\n",
26337         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
26338         "  'Junction_Control': 4,\n",
26339         "  'Junction_Detail': 3,\n",
26340         "  'LSOA_of_Accident_Location': 'E01016763',\n",
26341         "  'Latitude': 52.065058,\n",
26342         "  'Light_Conditions': 1,\n",
26343         "  'Local_Authority_(District)': 479,\n",
26344         "  'Local_Authority_(Highway)': 'E06000042',\n",
26345         "  'Location_Easting_OSGR': 486700,\n",
26346         "  'Location_Northing_OSGR': 241500,\n",
26347         "  'Longitude': -0.73666,\n",
26348         "  'Number_of_Casualties': 2,\n",
26349         "  'Number_of_Vehicles': 2,\n",
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26351         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
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26353         "  'Road_Surface_Conditions': 1,\n",
26354         "  'Road_Type': 6,\n",
26355         "  'Special_Conditions_at_Site': 0,\n",
26356         "  'Speed_limit': 60,\n",
26357         "  'Time': '17:50',\n",
26358         "  'Urban_or_Rural_Area': 1,\n",
26359         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
26360         "    'Age_Band_of_Driver': 10,\n",
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26362         "    'Driver_Home_Area_Type': 1,\n",
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26372         "    'Towing_and_Articulation': 0,\n",
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26378         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
26379         "   {'1st_Point_of_Impact': 1,\n",
26380         "    'Age_Band_of_Driver': 6,\n",
26381         "    'Age_of_Vehicle': 12,\n",
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26383         "    'Driver_IMD_Decile': 10,\n",
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26386         "    'Hit_Object_off_Carriageway': 0,\n",
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26400         "  '_id': ObjectId('52a9c98292c4e16686d2b619'),\n",
26401         "  'loc': {'coordinates': [-0.73666, 52.065058], 'type': 'Point'}},\n",
26402         " {'1st_Road_Class': 5,\n",
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26406         "  'Accident_Index': '201243S118102',\n",
26407         "  'Accident_Severity': 2,\n",
26408         "  'Carriageway_Hazards': 0,\n",
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26420         "    'Sex_of_Casualty': 2,\n",
26421         "    'Vehicle_Reference': 2}],\n",
26422         "  'Date': '24/10/2012',\n",
26423         "  'Datetime': datetime.datetime(2012, 10, 24, 6, 50),\n",
26424         "  'Day_of_Week': 4,\n",
26425         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
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26427         "  'Junction_Detail': 3,\n",
26428         "  'LSOA_of_Accident_Location': 'E01016763',\n",
26429         "  'Latitude': 52.065058,\n",
26430         "  'Light_Conditions': 4,\n",
26431         "  'Local_Authority_(District)': 479,\n",
26432         "  'Local_Authority_(Highway)': 'E06000042',\n",
26433         "  'Location_Easting_OSGR': 486700,\n",
26434         "  'Location_Northing_OSGR': 241500,\n",
26435         "  'Longitude': -0.73666,\n",
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26441         "  'Road_Surface_Conditions': 2,\n",
26442         "  'Road_Type': 6,\n",
26443         "  'Special_Conditions_at_Site': 0,\n",
26444         "  'Speed_limit': 60,\n",
26445         "  'Time': '06:50',\n",
26446         "  'Urban_or_Rural_Area': 1,\n",
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26454         "    'Hit_Object_off_Carriageway': 0,\n",
26455         "    'Journey_Purpose_of_Driver': 2,\n",
26456         "    'Junction_Location': 8,\n",
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26458         "    'Sex_of_Driver': 1,\n",
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26461         "    'Vehicle_Leaving_Carriageway': 0,\n",
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26467         "   {'1st_Point_of_Impact': 1,\n",
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26474         "    'Hit_Object_off_Carriageway': 0,\n",
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26481         "    'Vehicle_Leaving_Carriageway': 0,\n",
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26488         "  '_id': ObjectId('52a9c98292c4e16686d2b7e3'),\n",
26489         "  'loc': {'coordinates': [-0.73666, 52.065058], 'type': 'Point'}},\n",
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26494         "  'Accident_Index': '201243S145112',\n",
26495         "  'Accident_Severity': 3,\n",
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26497         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
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26520         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
26521         "    'Sex_of_Casualty': 2,\n",
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26523         "   {'Age_Band_of_Casualty': 8,\n",
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26534         "    'Sex_of_Casualty': 2,\n",
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26536         "   {'Age_Band_of_Casualty': 7,\n",
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26538         "    'Car_Passenger': 0,\n",
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26546         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
26547         "    'Sex_of_Casualty': 2,\n",
26548         "    'Vehicle_Reference': 3},\n",
26549         "   {'Age_Band_of_Casualty': 7,\n",
26550         "    'Bus_or_Coach_Passenger': 0,\n",
26551         "    'Car_Passenger': 1,\n",
26552         "    'Casualty_Class': 2,\n",
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26554         "    'Casualty_Reference': 5,\n",
26555         "    'Casualty_Severity': 3,\n",
26556         "    'Casualty_Type': 9,\n",
26557         "    'Pedestrian_Location': 0,\n",
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26559         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
26560         "    'Sex_of_Casualty': 1,\n",
26561         "    'Vehicle_Reference': 3}],\n",
26562         "  'Date': '29/11/2012',\n",
26563         "  'Datetime': datetime.datetime(2012, 11, 29, 18, 0),\n",
26564         "  'Day_of_Week': 5,\n",
26565         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
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26568         "  'LSOA_of_Accident_Location': 'E01016763',\n",
26569         "  'Latitude': 52.0657,\n",
26570         "  'Light_Conditions': 4,\n",
26571         "  'Local_Authority_(District)': 479,\n",
26572         "  'Local_Authority_(Highway)': 'E06000042',\n",
26573         "  'Location_Easting_OSGR': 486620,\n",
26574         "  'Location_Northing_OSGR': 241570,\n",
26575         "  'Longitude': -0.737809,\n",
26576         "  'Number_of_Casualties': 5,\n",
26577         "  'Number_of_Vehicles': 3,\n",
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26582         "  'Road_Type': 6,\n",
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26585         "  'Time': '18:00',\n",
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26587         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
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26649         "  'loc': {'coordinates': [-0.737809, 52.0657], 'type': 'Point'}},\n",
26650         " {'1st_Road_Class': 3,\n",
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26652         "  '2nd_Road_Class': -1,\n",
26653         "  '2nd_Road_Number': 0,\n",
26654         "  'Accident_Index': '201243S095032',\n",
26655         "  'Accident_Severity': 3,\n",
26656         "  'Carriageway_Hazards': 0,\n",
26657         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
26658         "    'Bus_or_Coach_Passenger': 0,\n",
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26668         "    'Sex_of_Casualty': 1,\n",
26669         "    'Vehicle_Reference': 1}],\n",
26670         "  'Date': '20/03/2012',\n",
26671         "  'Datetime': datetime.datetime(2012, 3, 20, 8, 45),\n",
26672         "  'Day_of_Week': 3,\n",
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26677         "  'Latitude': 52.064257,\n",
26678         "  'Light_Conditions': 1,\n",
26679         "  'Local_Authority_(District)': 479,\n",
26680         "  'Local_Authority_(Highway)': 'E06000042',\n",
26681         "  'Location_Easting_OSGR': 486070,\n",
26682         "  'Location_Northing_OSGR': 241400,\n",
26683         "  'Longitude': -0.745873,\n",
26684         "  'Number_of_Casualties': 1,\n",
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26689         "  'Road_Surface_Conditions': 1,\n",
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26692         "  'Speed_limit': 70,\n",
26693         "  'Time': '08:45',\n",
26694         "  'Urban_or_Rural_Area': 1,\n",
26695         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
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26722         "  'Accident_Index': '201243S094032',\n",
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26724         "  'Carriageway_Hazards': 0,\n",
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26737         "    'Vehicle_Reference': 3}],\n",
26738         "  'Date': '20/03/2012',\n",
26739         "  'Datetime': datetime.datetime(2012, 3, 20, 9, 40),\n",
26740         "  'Day_of_Week': 3,\n",
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26745         "  'Latitude': 52.063829,\n",
26746         "  'Light_Conditions': 1,\n",
26747         "  'Local_Authority_(District)': 479,\n",
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26749         "  'Location_Easting_OSGR': 485930,\n",
26750         "  'Location_Northing_OSGR': 241350,\n",
26751         "  'Longitude': -0.747928,\n",
26752         "  'Number_of_Casualties': 1,\n",
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26760         "  'Speed_limit': 70,\n",
26761         "  'Time': '09:40',\n",
26762         "  'Urban_or_Rural_Area': 1,\n",
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26770         "    'Hit_Object_off_Carriageway': 0,\n",
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26830         "  'Accident_Index': '201243S143032',\n",
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26844         "    'Sex_of_Casualty': 1,\n",
26845         "    'Vehicle_Reference': 1}],\n",
26846         "  'Date': '08/03/2012',\n",
26847         "  'Datetime': datetime.datetime(2012, 3, 8, 20, 30),\n",
26848         "  'Day_of_Week': 5,\n",
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26852         "  'LSOA_of_Accident_Location': 'E01016804',\n",
26853         "  'Latitude': 52.063226,\n",
26854         "  'Light_Conditions': 5,\n",
26855         "  'Local_Authority_(District)': 479,\n",
26856         "  'Local_Authority_(Highway)': 'E06000042',\n",
26857         "  'Location_Easting_OSGR': 485180,\n",
26858         "  'Location_Northing_OSGR': 241270,\n",
26859         "  'Longitude': -0.758885,\n",
26860         "  'Number_of_Casualties': 1,\n",
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26864         "  'Police_Force': 43,\n",
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26866         "  'Road_Type': 6,\n",
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26868         "  'Speed_limit': 60,\n",
26869         "  'Time': '20:30',\n",
26870         "  'Urban_or_Rural_Area': 1,\n",
26871         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
26872         "    'Age_Band_of_Driver': 6,\n",
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26878         "    'Hit_Object_off_Carriageway': 0,\n",
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26880         "    'Junction_Location': 0,\n",
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26894         " {'1st_Road_Class': 3,\n",
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26896         "  '2nd_Road_Class': 5,\n",
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26898         "  'Accident_Index': '201243S106042',\n",
26899         "  'Accident_Severity': 3,\n",
26900         "  'Carriageway_Hazards': 0,\n",
26901         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
26902         "    'Bus_or_Coach_Passenger': 0,\n",
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26912         "    'Sex_of_Casualty': 2,\n",
26913         "    'Vehicle_Reference': 1}],\n",
26914         "  'Date': '29/04/2012',\n",
26915         "  'Datetime': datetime.datetime(2012, 4, 29, 20, 5),\n",
26916         "  'Day_of_Week': 1,\n",
26917         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
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26920         "  'LSOA_of_Accident_Location': 'E01016804',\n",
26921         "  'Latitude': 52.061514,\n",
26922         "  'Light_Conditions': 7,\n",
26923         "  'Local_Authority_(District)': 479,\n",
26924         "  'Local_Authority_(Highway)': 'E06000042',\n",
26925         "  'Location_Easting_OSGR': 485210,\n",
26926         "  'Location_Northing_OSGR': 241080,\n",
26927         "  'Longitude': -0.758495,\n",
26928         "  'Number_of_Casualties': 1,\n",
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26934         "  'Road_Type': 3,\n",
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26936         "  'Speed_limit': 70,\n",
26937         "  'Time': '20:05',\n",
26938         "  'Urban_or_Rural_Area': 1,\n",
26939         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
26940         "    'Age_Band_of_Driver': 5,\n",
26941         "    'Age_of_Vehicle': 8,\n",
26942         "    'Driver_Home_Area_Type': 1,\n",
26943         "    'Driver_IMD_Decile': 9,\n",
26944         "    'Engine_Capacity_(CC)': 1598,\n",
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26946         "    'Hit_Object_off_Carriageway': 10,\n",
26947         "    'Journey_Purpose_of_Driver': 6,\n",
26948         "    'Junction_Location': 4,\n",
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26965         "  '2nd_Road_Number': 0,\n",
26966         "  'Accident_Index': '201243S089062',\n",
26967         "  'Accident_Severity': 3,\n",
26968         "  'Carriageway_Hazards': 0,\n",
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26980         "    'Sex_of_Casualty': 2,\n",
26981         "    'Vehicle_Reference': 1}],\n",
26982         "  'Date': '22/06/2012',\n",
26983         "  'Datetime': datetime.datetime(2012, 6, 22, 9, 40),\n",
26984         "  'Day_of_Week': 6,\n",
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26988         "  'LSOA_of_Accident_Location': 'E01016771',\n",
26989         "  'Latitude': 52.06176,\n",
26990         "  'Light_Conditions': 1,\n",
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26992         "  'Local_Authority_(Highway)': 'E06000042',\n",
26993         "  'Location_Easting_OSGR': 485360,\n",
26994         "  'Location_Northing_OSGR': 241110,\n",
26995         "  'Longitude': -0.7563,\n",
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27004         "  'Speed_limit': 70,\n",
27005         "  'Time': '09:40',\n",
27006         "  'Urban_or_Rural_Area': 1,\n",
27007         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
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27047         "   {'1st_Point_of_Impact': 2,\n",
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27049         "    'Age_of_Vehicle': 8,\n",
27050         "    'Driver_Home_Area_Type': 3,\n",
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27070         " {'1st_Road_Class': 3,\n",
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27072         "  '2nd_Road_Class': 5,\n",
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27074         "  'Accident_Index': '201243S034102',\n",
27075         "  'Accident_Severity': 3,\n",
27076         "  'Carriageway_Hazards': 0,\n",
27077         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
27078         "    'Bus_or_Coach_Passenger': 0,\n",
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27087         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
27088         "    'Sex_of_Casualty': 1,\n",
27089         "    'Vehicle_Reference': 1}],\n",
27090         "  'Date': '08/10/2012',\n",
27091         "  'Datetime': datetime.datetime(2012, 10, 8, 17, 13),\n",
27092         "  'Day_of_Week': 2,\n",
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27095         "  'Junction_Detail': 1,\n",
27096         "  'LSOA_of_Accident_Location': 'E01016765',\n",
27097         "  'Latitude': 52.061689,\n",
27098         "  'Light_Conditions': 1,\n",
27099         "  'Local_Authority_(District)': 479,\n",
27100         "  'Local_Authority_(Highway)': 'E06000042',\n",
27101         "  'Location_Easting_OSGR': 485240,\n",
27102         "  'Location_Northing_OSGR': 241100,\n",
27103         "  'Longitude': -0.758053,\n",
27104         "  'Number_of_Casualties': 1,\n",
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27109         "  'Road_Surface_Conditions': 2,\n",
27110         "  'Road_Type': 1,\n",
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27112         "  'Speed_limit': 70,\n",
27113         "  'Time': '17:13',\n",
27114         "  'Urban_or_Rural_Area': 1,\n",
27115         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
27116         "    'Age_Band_of_Driver': 5,\n",
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27142         "  'Accident_Index': '201243S097022',\n",
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27158         "   {'Age_Band_of_Casualty': 5,\n",
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27160         "    'Car_Passenger': 0,\n",
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27170         "    'Vehicle_Reference': 2}],\n",
27171         "  'Date': '22/02/2012',\n",
27172         "  'Datetime': datetime.datetime(2012, 2, 22, 17, 40),\n",
27173         "  'Day_of_Week': 4,\n",
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27176         "  'Junction_Detail': 3,\n",
27177         "  'LSOA_of_Accident_Location': 'E01016809',\n",
27178         "  'Latitude': 52.066581,\n",
27179         "  'Light_Conditions': 4,\n",
27180         "  'Local_Authority_(District)': 479,\n",
27181         "  'Local_Authority_(Highway)': 'E06000042',\n",
27182         "  'Location_Easting_OSGR': 484990,\n",
27183         "  'Location_Northing_OSGR': 241640,\n",
27184         "  'Longitude': -0.761564,\n",
27185         "  'Number_of_Casualties': 2,\n",
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27189         "  'Police_Force': 43,\n",
27190         "  'Road_Surface_Conditions': 2,\n",
27191         "  'Road_Type': 6,\n",
27192         "  'Special_Conditions_at_Site': 0,\n",
27193         "  'Speed_limit': 60,\n",
27194         "  'Time': '17:40',\n",
27195         "  'Urban_or_Rural_Area': 1,\n",
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27202         "    'Hit_Object_in_Carriageway': 0,\n",
27203         "    'Hit_Object_off_Carriageway': 0,\n",
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27206         "    'Propulsion_Code': 1,\n",
27207         "    'Sex_of_Driver': 1,\n",
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27209         "    'Towing_and_Articulation': 0,\n",
27210         "    'Vehicle_Leaving_Carriageway': 0,\n",
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27216         "   {'1st_Point_of_Impact': 1,\n",
27217         "    'Age_Band_of_Driver': 5,\n",
27218         "    'Age_of_Vehicle': 12,\n",
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27222         "    'Hit_Object_in_Carriageway': 0,\n",
27223         "    'Hit_Object_off_Carriageway': 0,\n",
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27238         "  'loc': {'coordinates': [-0.761564, 52.066581], 'type': 'Point'}},\n",
27239         " {'1st_Road_Class': 5,\n",
27240         "  '1st_Road_Number': 158,\n",
27241         "  '2nd_Road_Class': 6,\n",
27242         "  '2nd_Road_Number': 1145,\n",
27243         "  'Accident_Index': '201243S058082',\n",
27244         "  'Accident_Severity': 3,\n",
27245         "  'Carriageway_Hazards': 0,\n",
27246         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
27247         "    'Bus_or_Coach_Passenger': 0,\n",
27248         "    'Car_Passenger': 0,\n",
27249         "    'Casualty_Class': 1,\n",
27250         "    'Casualty_Home_Area_Type': 1,\n",
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27252         "    'Casualty_Severity': 3,\n",
27253         "    'Casualty_Type': 9,\n",
27254         "    'Pedestrian_Location': 0,\n",
27255         "    'Pedestrian_Movement': 0,\n",
27256         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
27257         "    'Sex_of_Casualty': 1,\n",
27258         "    'Vehicle_Reference': 2}],\n",
27259         "  'Date': '19/08/2012',\n",
27260         "  'Datetime': datetime.datetime(2012, 8, 19, 12, 30),\n",
27261         "  'Day_of_Week': 1,\n",
27262         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
27263         "  'Junction_Control': 4,\n",
27264         "  'Junction_Detail': 3,\n",
27265         "  'LSOA_of_Accident_Location': 'E01016804',\n",
27266         "  'Latitude': 52.066217,\n",
27267         "  'Light_Conditions': 1,\n",
27268         "  'Local_Authority_(District)': 479,\n",
27269         "  'Local_Authority_(Highway)': 'E06000042',\n",
27270         "  'Location_Easting_OSGR': 485020,\n",
27271         "  'Location_Northing_OSGR': 241600,\n",
27272         "  'Longitude': -0.761137,\n",
27273         "  'Number_of_Casualties': 1,\n",
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27275         "  'Pedestrian_Crossing-Human_Control': 0,\n",
27276         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
27277         "  'Police_Force': 43,\n",
27278         "  'Road_Surface_Conditions': 1,\n",
27279         "  'Road_Type': 6,\n",
27280         "  'Special_Conditions_at_Site': 0,\n",
27281         "  'Speed_limit': 60,\n",
27282         "  'Time': '12:30',\n",
27283         "  'Urban_or_Rural_Area': 1,\n",
27284         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
27285         "    'Age_Band_of_Driver': 6,\n",
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27287         "    'Driver_Home_Area_Type': -1,\n",
27288         "    'Driver_IMD_Decile': -1,\n",
27289         "    'Engine_Capacity_(CC)': -1,\n",
27290         "    'Hit_Object_in_Carriageway': 0,\n",
27291         "    'Hit_Object_off_Carriageway': 0,\n",
27292         "    'Journey_Purpose_of_Driver': 6,\n",
27293         "    'Junction_Location': 1,\n",
27294         "    'Propulsion_Code': -1,\n",
27295         "    'Sex_of_Driver': 1,\n",
27296         "    'Skidding_and_Overturning': 0,\n",
27297         "    'Towing_and_Articulation': 0,\n",
27298         "    'Vehicle_Leaving_Carriageway': 0,\n",
27299         "    'Vehicle_Location-Restricted_Lane': 0,\n",
27300         "    'Vehicle_Manoeuvre': 18,\n",
27301         "    'Vehicle_Reference': 1,\n",
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27304         "   {'1st_Point_of_Impact': 2,\n",
27305         "    'Age_Band_of_Driver': 7,\n",
27306         "    'Age_of_Vehicle': 10,\n",
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27310         "    'Hit_Object_in_Carriageway': 0,\n",
27311         "    'Hit_Object_off_Carriageway': 0,\n",
27312         "    'Journey_Purpose_of_Driver': 6,\n",
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27314         "    'Propulsion_Code': 1,\n",
27315         "    'Sex_of_Driver': 1,\n",
27316         "    'Skidding_and_Overturning': 0,\n",
27317         "    'Towing_and_Articulation': 0,\n",
27318         "    'Vehicle_Leaving_Carriageway': 0,\n",
27319         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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27322         "    'Vehicle_Type': 9,\n",
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27324         "  'Weather_Conditions': 1,\n",
27325         "  '_id': ObjectId('52a9c98292c4e16686d2b6af'),\n",
27326         "  'loc': {'coordinates': [-0.761137, 52.066217], 'type': 'Point'}},\n",
27327         " {'1st_Road_Class': 5,\n",
27328         "  '1st_Road_Number': 158,\n",
27329         "  '2nd_Road_Class': 6,\n",
27330         "  '2nd_Road_Number': 1145,\n",
27331         "  'Accident_Index': '201243S022102',\n",
27332         "  'Accident_Severity': 3,\n",
27333         "  'Carriageway_Hazards': 0,\n",
27334         "  'Casualties': [{'Age_Band_of_Casualty': 9,\n",
27335         "    'Bus_or_Coach_Passenger': 0,\n",
27336         "    'Car_Passenger': 0,\n",
27337         "    'Casualty_Class': 1,\n",
27338         "    'Casualty_Home_Area_Type': 1,\n",
27339         "    'Casualty_Reference': 1,\n",
27340         "    'Casualty_Severity': 3,\n",
27341         "    'Casualty_Type': 9,\n",
27342         "    'Pedestrian_Location': 0,\n",
27343         "    'Pedestrian_Movement': 0,\n",
27344         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
27345         "    'Sex_of_Casualty': 1,\n",
27346         "    'Vehicle_Reference': 1},\n",
27347         "   {'Age_Band_of_Casualty': 6,\n",
27348         "    'Bus_or_Coach_Passenger': 0,\n",
27349         "    'Car_Passenger': 0,\n",
27350         "    'Casualty_Class': 1,\n",
27351         "    'Casualty_Home_Area_Type': 2,\n",
27352         "    'Casualty_Reference': 2,\n",
27353         "    'Casualty_Severity': 3,\n",
27354         "    'Casualty_Type': 9,\n",
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27357         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
27358         "    'Sex_of_Casualty': 1,\n",
27359         "    'Vehicle_Reference': 2}],\n",
27360         "  'Date': '06/10/2012',\n",
27361         "  'Datetime': datetime.datetime(2012, 10, 6, 15, 5),\n",
27362         "  'Day_of_Week': 7,\n",
27363         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
27364         "  'Junction_Control': 4,\n",
27365         "  'Junction_Detail': 3,\n",
27366         "  'LSOA_of_Accident_Location': 'E01016804',\n",
27367         "  'Latitude': 52.066127,\n",
27368         "  'Light_Conditions': 1,\n",
27369         "  'Local_Authority_(District)': 479,\n",
27370         "  'Local_Authority_(Highway)': 'E06000042',\n",
27371         "  'Location_Easting_OSGR': 485020,\n",
27372         "  'Location_Northing_OSGR': 241590,\n",
27373         "  'Longitude': -0.761139,\n",
27374         "  'Number_of_Casualties': 2,\n",
27375         "  'Number_of_Vehicles': 3,\n",
27376         "  'Pedestrian_Crossing-Human_Control': 0,\n",
27377         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
27378         "  'Police_Force': 43,\n",
27379         "  'Road_Surface_Conditions': 1,\n",
27380         "  'Road_Type': 6,\n",
27381         "  'Special_Conditions_at_Site': 0,\n",
27382         "  'Speed_limit': 60,\n",
27383         "  'Time': '15:05',\n",
27384         "  'Urban_or_Rural_Area': 1,\n",
27385         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
27386         "    'Age_Band_of_Driver': 9,\n",
27387         "    'Age_of_Vehicle': 16,\n",
27388         "    'Driver_Home_Area_Type': 1,\n",
27389         "    'Driver_IMD_Decile': 5,\n",
27390         "    'Engine_Capacity_(CC)': 1796,\n",
27391         "    'Hit_Object_in_Carriageway': 0,\n",
27392         "    'Hit_Object_off_Carriageway': 0,\n",
27393         "    'Journey_Purpose_of_Driver': 6,\n",
27394         "    'Junction_Location': 1,\n",
27395         "    'Propulsion_Code': 1,\n",
27396         "    'Sex_of_Driver': 1,\n",
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27398         "    'Towing_and_Articulation': 0,\n",
27399         "    'Vehicle_Leaving_Carriageway': 0,\n",
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27401         "    'Vehicle_Manoeuvre': 18,\n",
27402         "    'Vehicle_Reference': 1,\n",
27403         "    'Vehicle_Type': 9,\n",
27404         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
27405         "   {'1st_Point_of_Impact': 2,\n",
27406         "    'Age_Band_of_Driver': 6,\n",
27407         "    'Age_of_Vehicle': 3,\n",
27408         "    'Driver_Home_Area_Type': 2,\n",
27409         "    'Driver_IMD_Decile': 10,\n",
27410         "    'Engine_Capacity_(CC)': 1997,\n",
27411         "    'Hit_Object_in_Carriageway': 0,\n",
27412         "    'Hit_Object_off_Carriageway': 0,\n",
27413         "    'Journey_Purpose_of_Driver': 6,\n",
27414         "    'Junction_Location': 1,\n",
27415         "    'Propulsion_Code': 2,\n",
27416         "    'Sex_of_Driver': 1,\n",
27417         "    'Skidding_and_Overturning': 0,\n",
27418         "    'Towing_and_Articulation': 0,\n",
27419         "    'Vehicle_Leaving_Carriageway': 0,\n",
27420         "    'Vehicle_Location-Restricted_Lane': 0,\n",
27421         "    'Vehicle_Manoeuvre': 18,\n",
27422         "    'Vehicle_Reference': 2,\n",
27423         "    'Vehicle_Type': 9,\n",
27424         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
27425         "   {'1st_Point_of_Impact': 2,\n",
27426         "    'Age_Band_of_Driver': 8,\n",
27427         "    'Age_of_Vehicle': 2,\n",
27428         "    'Driver_Home_Area_Type': 1,\n",
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27430         "    'Engine_Capacity_(CC)': 2993,\n",
27431         "    'Hit_Object_in_Carriageway': 0,\n",
27432         "    'Hit_Object_off_Carriageway': 0,\n",
27433         "    'Journey_Purpose_of_Driver': 6,\n",
27434         "    'Junction_Location': 1,\n",
27435         "    'Propulsion_Code': 2,\n",
27436         "    'Sex_of_Driver': 1,\n",
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27438         "    'Towing_and_Articulation': 0,\n",
27439         "    'Vehicle_Leaving_Carriageway': 0,\n",
27440         "    'Vehicle_Location-Restricted_Lane': 0,\n",
27441         "    'Vehicle_Manoeuvre': 18,\n",
27442         "    'Vehicle_Reference': 3,\n",
27443         "    'Vehicle_Type': 9,\n",
27444         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
27445         "  'Weather_Conditions': 1,\n",
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27447         "  'loc': {'coordinates': [-0.761139, 52.066127], 'type': 'Point'}},\n",
27448         " {'1st_Road_Class': 6,\n",
27449         "  '1st_Road_Number': 1145,\n",
27450         "  '2nd_Road_Class': 6,\n",
27451         "  '2nd_Road_Number': 1145,\n",
27452         "  'Accident_Index': '201243S060052',\n",
27453         "  'Accident_Severity': 3,\n",
27454         "  'Carriageway_Hazards': 0,\n",
27455         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
27456         "    'Bus_or_Coach_Passenger': 0,\n",
27457         "    'Car_Passenger': 1,\n",
27458         "    'Casualty_Class': 2,\n",
27459         "    'Casualty_Home_Area_Type': -1,\n",
27460         "    'Casualty_Reference': 1,\n",
27461         "    'Casualty_Severity': 3,\n",
27462         "    'Casualty_Type': 9,\n",
27463         "    'Pedestrian_Location': 0,\n",
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27465         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
27466         "    'Sex_of_Casualty': 1,\n",
27467         "    'Vehicle_Reference': 2}],\n",
27468         "  'Date': '08/05/2012',\n",
27469         "  'Datetime': datetime.datetime(2012, 5, 8, 10, 24),\n",
27470         "  'Day_of_Week': 3,\n",
27471         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
27472         "  'Junction_Control': 4,\n",
27473         "  'Junction_Detail': 3,\n",
27474         "  'LSOA_of_Accident_Location': 'E01016809',\n",
27475         "  'Latitude': 52.066231,\n",
27476         "  'Light_Conditions': 1,\n",
27477         "  'Local_Authority_(District)': 479,\n",
27478         "  'Local_Authority_(Highway)': 'E06000042',\n",
27479         "  'Location_Easting_OSGR': 484340,\n",
27480         "  'Location_Northing_OSGR': 241590,\n",
27481         "  'Longitude': -0.771057,\n",
27482         "  'Number_of_Casualties': 1,\n",
27483         "  'Number_of_Vehicles': 2,\n",
27484         "  'Pedestrian_Crossing-Human_Control': 0,\n",
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27486         "  'Police_Force': 43,\n",
27487         "  'Road_Surface_Conditions': 1,\n",
27488         "  'Road_Type': 6,\n",
27489         "  'Special_Conditions_at_Site': 0,\n",
27490         "  'Speed_limit': 30,\n",
27491         "  'Time': '10:24',\n",
27492         "  'Urban_or_Rural_Area': 1,\n",
27493         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
27494         "    'Age_Band_of_Driver': 8,\n",
27495         "    'Age_of_Vehicle': 4,\n",
27496         "    'Driver_Home_Area_Type': 1,\n",
27497         "    'Driver_IMD_Decile': 4,\n",
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27499         "    'Hit_Object_in_Carriageway': 0,\n",
27500         "    'Hit_Object_off_Carriageway': 0,\n",
27501         "    'Journey_Purpose_of_Driver': 1,\n",
27502         "    'Junction_Location': 6,\n",
27503         "    'Propulsion_Code': 1,\n",
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27513         "   {'1st_Point_of_Impact': 4,\n",
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27520         "    'Hit_Object_off_Carriageway': 0,\n",
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27526         "    'Towing_and_Articulation': 0,\n",
27527         "    'Vehicle_Leaving_Carriageway': 0,\n",
27528         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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27531         "    'Vehicle_Type': 9,\n",
27532         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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27535         "  'loc': {'coordinates': [-0.771057, 52.066231], 'type': 'Point'}},\n",
27536         " {'1st_Road_Class': 3,\n",
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27538         "  '2nd_Road_Class': 6,\n",
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27540         "  'Accident_Index': '201243S040012',\n",
27541         "  'Accident_Severity': 3,\n",
27542         "  'Carriageway_Hazards': 0,\n",
27543         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
27544         "    'Bus_or_Coach_Passenger': 0,\n",
27545         "    'Car_Passenger': 0,\n",
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27551         "    'Pedestrian_Location': 0,\n",
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27553         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
27554         "    'Sex_of_Casualty': 2,\n",
27555         "    'Vehicle_Reference': 1}],\n",
27556         "  'Date': '14/01/2012',\n",
27557         "  'Datetime': datetime.datetime(2012, 1, 14, 13, 5),\n",
27558         "  'Day_of_Week': 7,\n",
27559         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
27560         "  'Junction_Control': 4,\n",
27561         "  'Junction_Detail': 3,\n",
27562         "  'LSOA_of_Accident_Location': 'E01016804',\n",
27563         "  'Latitude': 52.058834,\n",
27564         "  'Light_Conditions': 1,\n",
27565         "  'Local_Authority_(District)': 479,\n",
27566         "  'Local_Authority_(Highway)': 'E06000042',\n",
27567         "  'Location_Easting_OSGR': 484510,\n",
27568         "  'Location_Northing_OSGR': 240770,\n",
27569         "  'Longitude': -0.76878,\n",
27570         "  'Number_of_Casualties': 1,\n",
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27572         "  'Pedestrian_Crossing-Human_Control': 0,\n",
27573         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
27574         "  'Police_Force': 43,\n",
27575         "  'Road_Surface_Conditions': 1,\n",
27576         "  'Road_Type': 3,\n",
27577         "  'Special_Conditions_at_Site': 0,\n",
27578         "  'Speed_limit': 70,\n",
27579         "  'Time': '13:05',\n",
27580         "  'Urban_or_Rural_Area': 1,\n",
27581         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
27582         "    'Age_Band_of_Driver': 8,\n",
27583         "    'Age_of_Vehicle': 12,\n",
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27588         "    'Hit_Object_off_Carriageway': 6,\n",
27589         "    'Journey_Purpose_of_Driver': 6,\n",
27590         "    'Junction_Location': 8,\n",
27591         "    'Propulsion_Code': 1,\n",
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27594         "    'Towing_and_Articulation': 0,\n",
27595         "    'Vehicle_Leaving_Carriageway': 4,\n",
27596         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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27598         "    'Vehicle_Reference': 1,\n",
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27600         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
27601         "  'Weather_Conditions': 1,\n",
27602         "  '_id': ObjectId('52a9c98292c4e16686d2b65f'),\n",
27603         "  'loc': {'coordinates': [-0.76878, 52.058834], 'type': 'Point'}},\n",
27604         " {'1st_Road_Class': 3,\n",
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27606         "  '2nd_Road_Class': 6,\n",
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27608         "  'Accident_Index': '201243S061012',\n",
27609         "  'Accident_Severity': 3,\n",
27610         "  'Carriageway_Hazards': 0,\n",
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27612         "    'Bus_or_Coach_Passenger': 0,\n",
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27615         "    'Casualty_Home_Area_Type': 3,\n",
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27622         "    'Sex_of_Casualty': 2,\n",
27623         "    'Vehicle_Reference': 1},\n",
27624         "   {'Age_Band_of_Casualty': 9,\n",
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27626         "    'Car_Passenger': 0,\n",
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27632         "    'Pedestrian_Location': 0,\n",
27633         "    'Pedestrian_Movement': 0,\n",
27634         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
27635         "    'Sex_of_Casualty': 2,\n",
27636         "    'Vehicle_Reference': 2},\n",
27637         "   {'Age_Band_of_Casualty': 7,\n",
27638         "    'Bus_or_Coach_Passenger': 0,\n",
27639         "    'Car_Passenger': 1,\n",
27640         "    'Casualty_Class': 2,\n",
27641         "    'Casualty_Home_Area_Type': -1,\n",
27642         "    'Casualty_Reference': 3,\n",
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27644         "    'Casualty_Type': 9,\n",
27645         "    'Pedestrian_Location': 0,\n",
27646         "    'Pedestrian_Movement': 0,\n",
27647         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
27648         "    'Sex_of_Casualty': 2,\n",
27649         "    'Vehicle_Reference': 2}],\n",
27650         "  'Date': '17/01/2012',\n",
27651         "  'Datetime': datetime.datetime(2012, 1, 17, 16, 15),\n",
27652         "  'Day_of_Week': 3,\n",
27653         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
27654         "  'Junction_Control': 4,\n",
27655         "  'Junction_Detail': 3,\n",
27656         "  'LSOA_of_Accident_Location': 'E01016804',\n",
27657         "  'Latitude': 52.059363,\n",
27658         "  'Light_Conditions': 4,\n",
27659         "  'Local_Authority_(District)': 479,\n",
27660         "  'Local_Authority_(Highway)': 'E06000042',\n",
27661         "  'Location_Easting_OSGR': 484580,\n",
27662         "  'Location_Northing_OSGR': 240830,\n",
27663         "  'Longitude': -0.767744,\n",
27664         "  'Number_of_Casualties': 3,\n",
27665         "  'Number_of_Vehicles': 2,\n",
27666         "  'Pedestrian_Crossing-Human_Control': 0,\n",
27667         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
27668         "  'Police_Force': 43,\n",
27669         "  'Road_Surface_Conditions': 1,\n",
27670         "  'Road_Type': 3,\n",
27671         "  'Special_Conditions_at_Site': 0,\n",
27672         "  'Speed_limit': 70,\n",
27673         "  'Time': '16:15',\n",
27674         "  'Urban_or_Rural_Area': 1,\n",
27675         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
27676         "    'Age_Band_of_Driver': 6,\n",
27677         "    'Age_of_Vehicle': 11,\n",
27678         "    'Driver_Home_Area_Type': 3,\n",
27679         "    'Driver_IMD_Decile': 9,\n",
27680         "    'Engine_Capacity_(CC)': 1598,\n",
27681         "    'Hit_Object_in_Carriageway': 0,\n",
27682         "    'Hit_Object_off_Carriageway': 0,\n",
27683         "    'Journey_Purpose_of_Driver': 6,\n",
27684         "    'Junction_Location': 6,\n",
27685         "    'Propulsion_Code': 1,\n",
27686         "    'Sex_of_Driver': 2,\n",
27687         "    'Skidding_and_Overturning': 0,\n",
27688         "    'Towing_and_Articulation': 0,\n",
27689         "    'Vehicle_Leaving_Carriageway': 0,\n",
27690         "    'Vehicle_Location-Restricted_Lane': 0,\n",
27691         "    'Vehicle_Manoeuvre': 9,\n",
27692         "    'Vehicle_Reference': 1,\n",
27693         "    'Vehicle_Type': 9,\n",
27694         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
27695         "   {'1st_Point_of_Impact': 1,\n",
27696         "    'Age_Band_of_Driver': 9,\n",
27697         "    'Age_of_Vehicle': -1,\n",
27698         "    'Driver_Home_Area_Type': 1,\n",
27699         "    'Driver_IMD_Decile': 5,\n",
27700         "    'Engine_Capacity_(CC)': -1,\n",
27701         "    'Hit_Object_in_Carriageway': 0,\n",
27702         "    'Hit_Object_off_Carriageway': 0,\n",
27703         "    'Journey_Purpose_of_Driver': 6,\n",
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27705         "    'Propulsion_Code': -1,\n",
27706         "    'Sex_of_Driver': 2,\n",
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27708         "    'Towing_and_Articulation': 0,\n",
27709         "    'Vehicle_Leaving_Carriageway': 0,\n",
27710         "    'Vehicle_Location-Restricted_Lane': 0,\n",
27711         "    'Vehicle_Manoeuvre': 18,\n",
27712         "    'Vehicle_Reference': 2,\n",
27713         "    'Vehicle_Type': 9,\n",
27714         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
27715         "  'Weather_Conditions': 1,\n",
27716         "  '_id': ObjectId('52a9c98292c4e16686d2b6be'),\n",
27717         "  'loc': {'coordinates': [-0.767744, 52.059363], 'type': 'Point'}},\n",
27718         " {'1st_Road_Class': 3,\n",
27719         "  '1st_Road_Number': 422,\n",
27720         "  '2nd_Road_Class': 6,\n",
27721         "  '2nd_Road_Number': 1145,\n",
27722         "  'Accident_Index': '201243S117022',\n",
27723         "  'Accident_Severity': 3,\n",
27724         "  'Carriageway_Hazards': 0,\n",
27725         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
27726         "    'Bus_or_Coach_Passenger': 0,\n",
27727         "    'Car_Passenger': 0,\n",
27728         "    'Casualty_Class': 1,\n",
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27730         "    'Casualty_Reference': 1,\n",
27731         "    'Casualty_Severity': 3,\n",
27732         "    'Casualty_Type': 9,\n",
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27735         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
27736         "    'Sex_of_Casualty': 2,\n",
27737         "    'Vehicle_Reference': 1},\n",
27738         "   {'Age_Band_of_Casualty': 6,\n",
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27740         "    'Car_Passenger': 0,\n",
27741         "    'Casualty_Class': 1,\n",
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27744         "    'Casualty_Severity': 3,\n",
27745         "    'Casualty_Type': 9,\n",
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27747         "    'Pedestrian_Movement': 0,\n",
27748         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
27749         "    'Sex_of_Casualty': 2,\n",
27750         "    'Vehicle_Reference': 2}],\n",
27751         "  'Date': '29/02/2012',\n",
27752         "  'Datetime': datetime.datetime(2012, 2, 29, 17, 5),\n",
27753         "  'Day_of_Week': 4,\n",
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27755         "  'Junction_Control': 4,\n",
27756         "  'Junction_Detail': 3,\n",
27757         "  'LSOA_of_Accident_Location': 'E01016804',\n",
27758         "  'Latitude': 52.058921,\n",
27759         "  'Light_Conditions': 4,\n",
27760         "  'Local_Authority_(District)': 479,\n",
27761         "  'Local_Authority_(Highway)': 'E06000042',\n",
27762         "  'Location_Easting_OSGR': 484530,\n",
27763         "  'Location_Northing_OSGR': 240780,\n",
27764         "  'Longitude': -0.768486,\n",
27765         "  'Number_of_Casualties': 2,\n",
27766         "  'Number_of_Vehicles': 2,\n",
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27769         "  'Police_Force': 43,\n",
27770         "  'Road_Surface_Conditions': 1,\n",
27771         "  'Road_Type': 3,\n",
27772         "  'Special_Conditions_at_Site': 0,\n",
27773         "  'Speed_limit': 70,\n",
27774         "  'Time': '17:05',\n",
27775         "  'Urban_or_Rural_Area': 1,\n",
27776         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
27777         "    'Age_Band_of_Driver': 8,\n",
27778         "    'Age_of_Vehicle': 12,\n",
27779         "    'Driver_Home_Area_Type': 1,\n",
27780         "    'Driver_IMD_Decile': 9,\n",
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27782         "    'Hit_Object_in_Carriageway': 0,\n",
27783         "    'Hit_Object_off_Carriageway': 0,\n",
27784         "    'Journey_Purpose_of_Driver': 1,\n",
27785         "    'Junction_Location': 6,\n",
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27787         "    'Sex_of_Driver': 2,\n",
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27789         "    'Towing_and_Articulation': 0,\n",
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27795         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
27796         "   {'1st_Point_of_Impact': 4,\n",
27797         "    'Age_Band_of_Driver': 6,\n",
27798         "    'Age_of_Vehicle': 8,\n",
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27813         "    'Vehicle_Reference': 2,\n",
27814         "    'Vehicle_Type': 9,\n",
27815         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
27816         "  'Weather_Conditions': 1,\n",
27817         "  '_id': ObjectId('52a9c98292c4e16686d2b7da'),\n",
27818         "  'loc': {'coordinates': [-0.768486, 52.058921], 'type': 'Point'}},\n",
27819         " {'1st_Road_Class': 3,\n",
27820         "  '1st_Road_Number': 422,\n",
27821         "  '2nd_Road_Class': 6,\n",
27822         "  '2nd_Road_Number': 1145,\n",
27823         "  'Accident_Index': '201243S057062',\n",
27824         "  'Accident_Severity': 3,\n",
27825         "  'Carriageway_Hazards': 0,\n",
27826         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
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27837         "    'Sex_of_Casualty': 1,\n",
27838         "    'Vehicle_Reference': 2}],\n",
27839         "  'Date': '14/06/2012',\n",
27840         "  'Datetime': datetime.datetime(2012, 6, 14, 17, 15),\n",
27841         "  'Day_of_Week': 5,\n",
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27843         "  'Junction_Control': 4,\n",
27844         "  'Junction_Detail': 3,\n",
27845         "  'LSOA_of_Accident_Location': 'E01016804',\n",
27846         "  'Latitude': 52.059095,\n",
27847         "  'Light_Conditions': 1,\n",
27848         "  'Local_Authority_(District)': 479,\n",
27849         "  'Local_Authority_(Highway)': 'E06000042',\n",
27850         "  'Location_Easting_OSGR': 484570,\n",
27851         "  'Location_Northing_OSGR': 240800,\n",
27852         "  'Longitude': -0.767898,\n",
27853         "  'Number_of_Casualties': 1,\n",
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27857         "  'Police_Force': 43,\n",
27858         "  'Road_Surface_Conditions': 1,\n",
27859         "  'Road_Type': 3,\n",
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27861         "  'Speed_limit': 70,\n",
27862         "  'Time': '17:15',\n",
27863         "  'Urban_or_Rural_Area': 1,\n",
27864         "  'Vehicles': [{'1st_Point_of_Impact': 2,\n",
27865         "    'Age_Band_of_Driver': 7,\n",
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27867         "    'Driver_Home_Area_Type': -1,\n",
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27869         "    'Engine_Capacity_(CC)': 1560,\n",
27870         "    'Hit_Object_in_Carriageway': 0,\n",
27871         "    'Hit_Object_off_Carriageway': 0,\n",
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27875         "    'Sex_of_Driver': 2,\n",
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27877         "    'Towing_and_Articulation': 0,\n",
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27879         "    'Vehicle_Location-Restricted_Lane': 0,\n",
27880         "    'Vehicle_Manoeuvre': 9,\n",
27881         "    'Vehicle_Reference': 1,\n",
27882         "    'Vehicle_Type': 9,\n",
27883         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
27884         "   {'1st_Point_of_Impact': 1,\n",
27885         "    'Age_Band_of_Driver': 7,\n",
27886         "    'Age_of_Vehicle': 17,\n",
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27889         "    'Engine_Capacity_(CC)': 1396,\n",
27890         "    'Hit_Object_in_Carriageway': 0,\n",
27891         "    'Hit_Object_off_Carriageway': 0,\n",
27892         "    'Journey_Purpose_of_Driver': 6,\n",
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27895         "    'Sex_of_Driver': 1,\n",
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27902         "    'Vehicle_Type': 9,\n",
27903         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
27904         "  'Weather_Conditions': 1,\n",
27905         "  '_id': ObjectId('52a9c98292c4e16686d2b6aa'),\n",
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27911         "  'Accident_Index': '201243S055062',\n",
27912         "  'Accident_Severity': 3,\n",
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27925         "    'Sex_of_Casualty': 1,\n",
27926         "    'Vehicle_Reference': 2}],\n",
27927         "  'Date': '14/06/2012',\n",
27928         "  'Datetime': datetime.datetime(2012, 6, 14, 18, 24),\n",
27929         "  'Day_of_Week': 5,\n",
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27933         "  'LSOA_of_Accident_Location': 'E01016804',\n",
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27938         "  'Location_Easting_OSGR': 484520,\n",
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27940         "  'Longitude': -0.768627,\n",
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27947         "  'Road_Type': 3,\n",
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27949         "  'Speed_limit': 70,\n",
27950         "  'Time': '18:24',\n",
27951         "  'Urban_or_Rural_Area': 1,\n",
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27992         "   {'1st_Point_of_Impact': 4,\n",
27993         "    'Age_Band_of_Driver': 8,\n",
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27999         "    'Hit_Object_off_Carriageway': 0,\n",
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28009         "    'Vehicle_Reference': 3,\n",
28010         "    'Vehicle_Type': 9,\n",
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28015         " {'1st_Road_Class': 3,\n",
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28017         "  '2nd_Road_Class': 6,\n",
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28019         "  'Accident_Index': '201243S109112',\n",
28020         "  'Accident_Severity': 3,\n",
28021         "  'Carriageway_Hazards': 0,\n",
28022         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
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28024         "    'Car_Passenger': 0,\n",
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28032         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
28033         "    'Sex_of_Casualty': 2,\n",
28034         "    'Vehicle_Reference': 1}],\n",
28035         "  'Date': '21/11/2012',\n",
28036         "  'Datetime': datetime.datetime(2012, 11, 21, 16, 45),\n",
28037         "  'Day_of_Week': 4,\n",
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28039         "  'Junction_Control': 4,\n",
28040         "  'Junction_Detail': 3,\n",
28041         "  'LSOA_of_Accident_Location': 'E01016804',\n",
28042         "  'Latitude': 52.059102,\n",
28043         "  'Light_Conditions': 4,\n",
28044         "  'Local_Authority_(District)': 479,\n",
28045         "  'Local_Authority_(Highway)': 'E06000042',\n",
28046         "  'Location_Easting_OSGR': 484520,\n",
28047         "  'Location_Northing_OSGR': 240800,\n",
28048         "  'Longitude': -0.768627,\n",
28049         "  'Number_of_Casualties': 1,\n",
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28051         "  'Pedestrian_Crossing-Human_Control': 0,\n",
28052         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
28053         "  'Police_Force': 43,\n",
28054         "  'Road_Surface_Conditions': 2,\n",
28055         "  'Road_Type': 3,\n",
28056         "  'Special_Conditions_at_Site': 0,\n",
28057         "  'Speed_limit': 70,\n",
28058         "  'Time': '16:45',\n",
28059         "  'Urban_or_Rural_Area': 1,\n",
28060         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
28061         "    'Age_Band_of_Driver': 7,\n",
28062         "    'Age_of_Vehicle': 8,\n",
28063         "    'Driver_Home_Area_Type': 1,\n",
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28066         "    'Hit_Object_in_Carriageway': 0,\n",
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28073         "    'Towing_and_Articulation': 0,\n",
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28080         "   {'1st_Point_of_Impact': 3,\n",
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28087         "    'Hit_Object_off_Carriageway': 0,\n",
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28093         "    'Towing_and_Articulation': 0,\n",
28094         "    'Vehicle_Leaving_Carriageway': 0,\n",
28095         "    'Vehicle_Location-Restricted_Lane': 0,\n",
28096         "    'Vehicle_Manoeuvre': 18,\n",
28097         "    'Vehicle_Reference': 2,\n",
28098         "    'Vehicle_Type': 20,\n",
28099         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
28100         "  'Weather_Conditions': 1,\n",
28101         "  '_id': ObjectId('52a9c98292c4e16686d2b7b0'),\n",
28102         "  'loc': {'coordinates': [-0.768627, 52.059102], 'type': 'Point'}},\n",
28103         " {'1st_Road_Class': 5,\n",
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28106         "  '2nd_Road_Number': 0,\n",
28107         "  'Accident_Index': '201243S062072',\n",
28108         "  'Accident_Severity': 3,\n",
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28110         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
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28119         "    'Pedestrian_Movement': 0,\n",
28120         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
28121         "    'Sex_of_Casualty': 1,\n",
28122         "    'Vehicle_Reference': 2}],\n",
28123         "  'Date': '02/07/2012',\n",
28124         "  'Datetime': datetime.datetime(2012, 7, 2, 11, 30),\n",
28125         "  'Day_of_Week': 2,\n",
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28129         "  'LSOA_of_Accident_Location': 'E01016717',\n",
28130         "  'Latitude': 52.054364,\n",
28131         "  'Light_Conditions': 1,\n",
28132         "  'Local_Authority_(District)': 479,\n",
28133         "  'Local_Authority_(Highway)': 'E06000042',\n",
28134         "  'Location_Easting_OSGR': 484350,\n",
28135         "  'Location_Northing_OSGR': 240270,\n",
28136         "  'Longitude': -0.771236,\n",
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28145         "  'Speed_limit': 60,\n",
28146         "  'Time': '11:30',\n",
28147         "  'Urban_or_Rural_Area': 1,\n",
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28168         "   {'1st_Point_of_Impact': 1,\n",
28169         "    'Age_Band_of_Driver': 6,\n",
28170         "    'Age_of_Vehicle': 12,\n",
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28190         "  'loc': {'coordinates': [-0.771236, 52.054364], 'type': 'Point'}},\n",
28191         " {'1st_Road_Class': 6,\n",
28192         "  '1st_Road_Number': 1145,\n",
28193         "  '2nd_Road_Class': 6,\n",
28194         "  '2nd_Road_Number': 1145,\n",
28195         "  'Accident_Index': '201243S017092',\n",
28196         "  'Accident_Severity': 3,\n",
28197         "  'Carriageway_Hazards': 0,\n",
28198         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
28199         "    'Bus_or_Coach_Passenger': 0,\n",
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28201         "    'Casualty_Class': 2,\n",
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28209         "    'Sex_of_Casualty': 2,\n",
28210         "    'Vehicle_Reference': 2}],\n",
28211         "  'Date': '04/09/2012',\n",
28212         "  'Datetime': datetime.datetime(2012, 9, 4, 7, 20),\n",
28213         "  'Day_of_Week': 3,\n",
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28217         "  'LSOA_of_Accident_Location': 'E01016804',\n",
28218         "  'Latitude': 52.058901,\n",
28219         "  'Light_Conditions': 1,\n",
28220         "  'Local_Authority_(District)': 479,\n",
28221         "  'Local_Authority_(Highway)': 'E06000042',\n",
28222         "  'Location_Easting_OSGR': 485250,\n",
28223         "  'Location_Northing_OSGR': 240790,\n",
28224         "  'Longitude': -0.757984,\n",
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28233         "  'Speed_limit': 30,\n",
28234         "  'Time': '07:20',\n",
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28256         "   {'1st_Point_of_Impact': 4,\n",
28257         "    'Age_Band_of_Driver': 7,\n",
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28275         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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28279         " {'1st_Road_Class': 3,\n",
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28281         "  '2nd_Road_Class': 4,\n",
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28283         "  'Accident_Index': '201243S063112',\n",
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28298         "    'Vehicle_Reference': 1}],\n",
28299         "  'Date': '02/11/2012',\n",
28300         "  'Datetime': datetime.datetime(2012, 11, 2, 21, 37),\n",
28301         "  'Day_of_Week': 6,\n",
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28306         "  'Latitude': 52.061331,\n",
28307         "  'Light_Conditions': 4,\n",
28308         "  'Local_Authority_(District)': 479,\n",
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28311         "  'Location_Northing_OSGR': 241060,\n",
28312         "  'Longitude': -0.758209,\n",
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28319         "  'Road_Type': 3,\n",
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28321         "  'Speed_limit': 70,\n",
28322         "  'Time': '21:37',\n",
28323         "  'Urban_or_Rural_Area': 1,\n",
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28325         "    'Age_Band_of_Driver': 5,\n",
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28351         "  'Accident_Index': '201243S015072',\n",
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28366         "    'Vehicle_Reference': 2}],\n",
28367         "  'Date': '03/07/2012',\n",
28368         "  'Datetime': datetime.datetime(2012, 7, 3, 8, 8),\n",
28369         "  'Day_of_Week': 3,\n",
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28378         "  'Location_Easting_OSGR': 485610,\n",
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28380         "  'Longitude': -0.752952,\n",
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28390         "  'Time': '08:08',\n",
28391         "  'Urban_or_Rural_Area': 1,\n",
28392         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
28393         "    'Age_Band_of_Driver': 6,\n",
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28398         "    'Hit_Object_in_Carriageway': 0,\n",
28399         "    'Hit_Object_off_Carriageway': 0,\n",
28400         "    'Journey_Purpose_of_Driver': 6,\n",
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28402         "    'Propulsion_Code': 1,\n",
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28405         "    'Towing_and_Articulation': 0,\n",
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28411         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
28412         "   {'1st_Point_of_Impact': 4,\n",
28413         "    'Age_Band_of_Driver': 7,\n",
28414         "    'Age_of_Vehicle': -1,\n",
28415         "    'Driver_Home_Area_Type': 2,\n",
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28417         "    'Engine_Capacity_(CC)': -1,\n",
28418         "    'Hit_Object_in_Carriageway': 0,\n",
28419         "    'Hit_Object_off_Carriageway': 0,\n",
28420         "    'Journey_Purpose_of_Driver': 6,\n",
28421         "    'Junction_Location': 8,\n",
28422         "    'Propulsion_Code': -1,\n",
28423         "    'Sex_of_Driver': 1,\n",
28424         "    'Skidding_and_Overturning': 0,\n",
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28426         "    'Vehicle_Leaving_Carriageway': 0,\n",
28427         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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28429         "    'Vehicle_Reference': 2,\n",
28430         "    'Vehicle_Type': 1,\n",
28431         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
28432         "  'Weather_Conditions': 1,\n",
28433         "  '_id': ObjectId('52a9c98292c4e16686d2b5ee'),\n",
28434         "  'loc': {'coordinates': [-0.752952, 52.051025], 'type': 'Point'}},\n",
28435         " {'1st_Road_Class': 5,\n",
28436         "  '1st_Road_Number': 144,\n",
28437         "  '2nd_Road_Class': 6,\n",
28438         "  '2nd_Road_Number': 1145,\n",
28439         "  'Accident_Index': '201243S112122',\n",
28440         "  'Accident_Severity': 2,\n",
28441         "  'Carriageway_Hazards': 0,\n",
28442         "  'Casualties': [{'Age_Band_of_Casualty': 9,\n",
28443         "    'Bus_or_Coach_Passenger': 0,\n",
28444         "    'Car_Passenger': 0,\n",
28445         "    'Casualty_Class': 1,\n",
28446         "    'Casualty_Home_Area_Type': 1,\n",
28447         "    'Casualty_Reference': 1,\n",
28448         "    'Casualty_Severity': 2,\n",
28449         "    'Casualty_Type': 9,\n",
28450         "    'Pedestrian_Location': 0,\n",
28451         "    'Pedestrian_Movement': 0,\n",
28452         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
28453         "    'Sex_of_Casualty': 1,\n",
28454         "    'Vehicle_Reference': 2}],\n",
28455         "  'Date': '21/12/2012',\n",
28456         "  'Datetime': datetime.datetime(2012, 12, 21, 13, 45),\n",
28457         "  'Day_of_Week': 6,\n",
28458         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
28459         "  'Junction_Control': 4,\n",
28460         "  'Junction_Detail': 3,\n",
28461         "  'LSOA_of_Accident_Location': 'E01016768',\n",
28462         "  'Latitude': 52.056111,\n",
28463         "  'Light_Conditions': 1,\n",
28464         "  'Local_Authority_(District)': 479,\n",
28465         "  'Local_Authority_(Highway)': 'E06000042',\n",
28466         "  'Location_Easting_OSGR': 485915,\n",
28467         "  'Location_Northing_OSGR': 240491,\n",
28468         "  'Longitude': -0.748362,\n",
28469         "  'Number_of_Casualties': 1,\n",
28470         "  'Number_of_Vehicles': 2,\n",
28471         "  'Pedestrian_Crossing-Human_Control': 0,\n",
28472         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
28473         "  'Police_Force': 43,\n",
28474         "  'Road_Surface_Conditions': 1,\n",
28475         "  'Road_Type': 6,\n",
28476         "  'Special_Conditions_at_Site': 0,\n",
28477         "  'Speed_limit': 60,\n",
28478         "  'Time': '13:45',\n",
28479         "  'Urban_or_Rural_Area': 1,\n",
28480         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
28481         "    'Age_Band_of_Driver': 6,\n",
28482         "    'Age_of_Vehicle': -1,\n",
28483         "    'Driver_Home_Area_Type': 1,\n",
28484         "    'Driver_IMD_Decile': 5,\n",
28485         "    'Engine_Capacity_(CC)': 2198,\n",
28486         "    'Hit_Object_in_Carriageway': 0,\n",
28487         "    'Hit_Object_off_Carriageway': 0,\n",
28488         "    'Journey_Purpose_of_Driver': 1,\n",
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28490         "    'Propulsion_Code': 2,\n",
28491         "    'Sex_of_Driver': 1,\n",
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28493         "    'Towing_and_Articulation': 0,\n",
28494         "    'Vehicle_Leaving_Carriageway': 0,\n",
28495         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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28497         "    'Vehicle_Reference': 1,\n",
28498         "    'Vehicle_Type': 19,\n",
28499         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
28500         "   {'1st_Point_of_Impact': 4,\n",
28501         "    'Age_Band_of_Driver': 9,\n",
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28506         "    'Hit_Object_in_Carriageway': 0,\n",
28507         "    'Hit_Object_off_Carriageway': 0,\n",
28508         "    'Journey_Purpose_of_Driver': 6,\n",
28509         "    'Junction_Location': 8,\n",
28510         "    'Propulsion_Code': 1,\n",
28511         "    'Sex_of_Driver': 1,\n",
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28670         "  'Date': '13/08/2012',\n",
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28738         "  'Date': '26/11/2012',\n",
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28810         "  'Accident_Index': '201243S069012',\n",
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28825         "    'Vehicle_Reference': 1}],\n",
28826         "  'Date': '22/01/2012',\n",
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28839         "  'Longitude': -0.757886,\n",
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28849         "  'Time': '11:30',\n",
28850         "  'Urban_or_Rural_Area': 1,\n",
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28874         " {'1st_Road_Class': 4,\n",
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28876         "  '2nd_Road_Class': 3,\n",
28877         "  '2nd_Road_Number': 509,\n",
28878         "  'Accident_Index': '201243S033012',\n",
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28880         "  'Carriageway_Hazards': 0,\n",
28881         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
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28892         "    'Sex_of_Casualty': 1,\n",
28893         "    'Vehicle_Reference': 2}],\n",
28894         "  'Date': '12/01/2012',\n",
28895         "  'Datetime': datetime.datetime(2012, 1, 12, 15, 45),\n",
28896         "  'Day_of_Week': 5,\n",
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28898         "  'Junction_Control': 4,\n",
28899         "  'Junction_Detail': 1,\n",
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28901         "  'Latitude': 52.049392,\n",
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28904         "  'Local_Authority_(Highway)': 'E06000042',\n",
28905         "  'Location_Easting_OSGR': 485710,\n",
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28966         "  'Accident_Index': '201243S040022',\n",
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28982         "  'Date': '11/02/2012',\n",
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29034         "  'Accident_Index': '201243S058042',\n",
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29050         "  'Date': '19/04/2012',\n",
29051         "  'Datetime': datetime.datetime(2012, 4, 19, 8, 0),\n",
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29064         "  'Number_of_Casualties': 1,\n",
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29095         "   {'1st_Point_of_Impact': 2,\n",
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29120         "  '2nd_Road_Class': 3,\n",
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29122         "  'Accident_Index': '201243S118042',\n",
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29138         "  'Date': '29/04/2012',\n",
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29147         "  'Local_Authority_(District)': 479,\n",
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29161         "  'Time': '01:45',\n",
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29188         "  '2nd_Road_Class': 6,\n",
29189         "  '2nd_Road_Number': 1098,\n",
29190         "  'Accident_Index': '201243S030062',\n",
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29192         "  'Carriageway_Hazards': 0,\n",
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29205         "    'Vehicle_Reference': 2}],\n",
29206         "  'Date': '07/06/2012',\n",
29207         "  'Datetime': datetime.datetime(2012, 6, 7, 17, 30),\n",
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29213         "  'Latitude': 52.046134,\n",
29214         "  'Light_Conditions': 1,\n",
29215         "  'Local_Authority_(District)': 479,\n",
29216         "  'Local_Authority_(Highway)': 'E06000042',\n",
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29218         "  'Location_Northing_OSGR': 239380,\n",
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29226         "  'Road_Type': 6,\n",
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29228         "  'Speed_limit': 30,\n",
29229         "  'Time': '17:30',\n",
29230         "  'Urban_or_Rural_Area': 2,\n",
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29240         "    'Junction_Location': 1,\n",
29241         "    'Propulsion_Code': 2,\n",
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29244         "    'Towing_and_Articulation': 0,\n",
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29251         "   {'1st_Point_of_Impact': 3,\n",
29252         "    'Age_Band_of_Driver': 7,\n",
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29257         "    'Hit_Object_in_Carriageway': 0,\n",
29258         "    'Hit_Object_off_Carriageway': 0,\n",
29259         "    'Journey_Purpose_of_Driver': 6,\n",
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29262         "    'Sex_of_Driver': 2,\n",
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29269         "    'Vehicle_Type': 9,\n",
29270         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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29274         " {'1st_Road_Class': 6,\n",
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29276         "  '2nd_Road_Class': 6,\n",
29277         "  '2nd_Road_Number': 1098,\n",
29278         "  'Accident_Index': '201243S124062',\n",
29279         "  'Accident_Severity': 3,\n",
29280         "  'Carriageway_Hazards': 0,\n",
29281         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
29282         "    'Bus_or_Coach_Passenger': 0,\n",
29283         "    'Car_Passenger': 0,\n",
29284         "    'Casualty_Class': 1,\n",
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29289         "    'Pedestrian_Location': 0,\n",
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29292         "    'Sex_of_Casualty': 2,\n",
29293         "    'Vehicle_Reference': 1}],\n",
29294         "  'Date': '19/06/2012',\n",
29295         "  'Datetime': datetime.datetime(2012, 6, 19, 0, 5),\n",
29296         "  'Day_of_Week': 3,\n",
29297         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
29298         "  'Junction_Control': 4,\n",
29299         "  'Junction_Detail': 6,\n",
29300         "  'LSOA_of_Accident_Location': 'E01016730',\n",
29301         "  'Latitude': 52.045979,\n",
29302         "  'Light_Conditions': 4,\n",
29303         "  'Local_Authority_(District)': 479,\n",
29304         "  'Local_Authority_(Highway)': 'E06000042',\n",
29305         "  'Location_Easting_OSGR': 485690,\n",
29306         "  'Location_Northing_OSGR': 239360,\n",
29307         "  'Longitude': -0.751926,\n",
29308         "  'Number_of_Casualties': 1,\n",
29309         "  'Number_of_Vehicles': 2,\n",
29310         "  'Pedestrian_Crossing-Human_Control': 0,\n",
29311         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
29312         "  'Police_Force': 43,\n",
29313         "  'Road_Surface_Conditions': 1,\n",
29314         "  'Road_Type': 6,\n",
29315         "  'Special_Conditions_at_Site': 0,\n",
29316         "  'Speed_limit': 30,\n",
29317         "  'Time': '00:05',\n",
29318         "  'Urban_or_Rural_Area': 1,\n",
29319         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
29320         "    'Age_Band_of_Driver': 4,\n",
29321         "    'Age_of_Vehicle': -1,\n",
29322         "    'Driver_Home_Area_Type': 1,\n",
29323         "    'Driver_IMD_Decile': 5,\n",
29324         "    'Engine_Capacity_(CC)': -1,\n",
29325         "    'Hit_Object_in_Carriageway': 0,\n",
29326         "    'Hit_Object_off_Carriageway': 0,\n",
29327         "    'Journey_Purpose_of_Driver': 6,\n",
29328         "    'Junction_Location': 8,\n",
29329         "    'Propulsion_Code': -1,\n",
29330         "    'Sex_of_Driver': 2,\n",
29331         "    'Skidding_and_Overturning': 0,\n",
29332         "    'Towing_and_Articulation': 0,\n",
29333         "    'Vehicle_Leaving_Carriageway': 0,\n",
29334         "    'Vehicle_Location-Restricted_Lane': 0,\n",
29335         "    'Vehicle_Manoeuvre': 18,\n",
29336         "    'Vehicle_Reference': 1,\n",
29337         "    'Vehicle_Type': 2,\n",
29338         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
29339         "   {'1st_Point_of_Impact': 3,\n",
29340         "    'Age_Band_of_Driver': 7,\n",
29341         "    'Age_of_Vehicle': -1,\n",
29342         "    'Driver_Home_Area_Type': 1,\n",
29343         "    'Driver_IMD_Decile': -1,\n",
29344         "    'Engine_Capacity_(CC)': 1560,\n",
29345         "    'Hit_Object_in_Carriageway': 0,\n",
29346         "    'Hit_Object_off_Carriageway': 0,\n",
29347         "    'Journey_Purpose_of_Driver': 6,\n",
29348         "    'Junction_Location': 6,\n",
29349         "    'Propulsion_Code': 2,\n",
29350         "    'Sex_of_Driver': 1,\n",
29351         "    'Skidding_and_Overturning': 0,\n",
29352         "    'Towing_and_Articulation': 0,\n",
29353         "    'Vehicle_Leaving_Carriageway': 0,\n",
29354         "    'Vehicle_Location-Restricted_Lane': 0,\n",
29355         "    'Vehicle_Manoeuvre': 18,\n",
29356         "    'Vehicle_Reference': 2,\n",
29357         "    'Vehicle_Type': 19,\n",
29358         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
29359         "  'Weather_Conditions': 1,\n",
29360         "  '_id': ObjectId('52a9c98292c4e16686d2b803'),\n",
29361         "  'loc': {'coordinates': [-0.751926, 52.045979], 'type': 'Point'}},\n",
29362         " {'1st_Road_Class': 6,\n",
29363         "  '1st_Road_Number': 1098,\n",
29364         "  '2nd_Road_Class': 6,\n",
29365         "  '2nd_Road_Number': 1098,\n",
29366         "  'Accident_Index': '201243S009082',\n",
29367         "  'Accident_Severity': 3,\n",
29368         "  'Carriageway_Hazards': 0,\n",
29369         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
29370         "    'Bus_or_Coach_Passenger': 0,\n",
29371         "    'Car_Passenger': 0,\n",
29372         "    'Casualty_Class': 1,\n",
29373         "    'Casualty_Home_Area_Type': 1,\n",
29374         "    'Casualty_Reference': 1,\n",
29375         "    'Casualty_Severity': 3,\n",
29376         "    'Casualty_Type': 9,\n",
29377         "    'Pedestrian_Location': 0,\n",
29378         "    'Pedestrian_Movement': 0,\n",
29379         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
29380         "    'Sex_of_Casualty': 1,\n",
29381         "    'Vehicle_Reference': 1}],\n",
29382         "  'Date': '04/08/2012',\n",
29383         "  'Datetime': datetime.datetime(2012, 8, 4, 18, 35),\n",
29384         "  'Day_of_Week': 7,\n",
29385         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
29386         "  'Junction_Control': 4,\n",
29387         "  'Junction_Detail': 3,\n",
29388         "  'LSOA_of_Accident_Location': 'E01016730',\n",
29389         "  'Latitude': 52.046134,\n",
29390         "  'Light_Conditions': 1,\n",
29391         "  'Local_Authority_(District)': 479,\n",
29392         "  'Local_Authority_(Highway)': 'E06000042',\n",
29393         "  'Location_Easting_OSGR': 485850,\n",
29394         "  'Location_Northing_OSGR': 239380,\n",
29395         "  'Longitude': -0.749589,\n",
29396         "  'Number_of_Casualties': 1,\n",
29397         "  'Number_of_Vehicles': 2,\n",
29398         "  'Pedestrian_Crossing-Human_Control': 0,\n",
29399         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
29400         "  'Police_Force': 43,\n",
29401         "  'Road_Surface_Conditions': 1,\n",
29402         "  'Road_Type': 6,\n",
29403         "  'Special_Conditions_at_Site': 0,\n",
29404         "  'Speed_limit': 30,\n",
29405         "  'Time': '18:35',\n",
29406         "  'Urban_or_Rural_Area': 2,\n",
29407         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
29408         "    'Age_Band_of_Driver': 7,\n",
29409         "    'Age_of_Vehicle': 5,\n",
29410         "    'Driver_Home_Area_Type': 1,\n",
29411         "    'Driver_IMD_Decile': 8,\n",
29412         "    'Engine_Capacity_(CC)': 1796,\n",
29413         "    'Hit_Object_in_Carriageway': 0,\n",
29414         "    'Hit_Object_off_Carriageway': 0,\n",
29415         "    'Journey_Purpose_of_Driver': 6,\n",
29416         "    'Junction_Location': 6,\n",
29417         "    'Propulsion_Code': 1,\n",
29418         "    'Sex_of_Driver': 1,\n",
29419         "    'Skidding_and_Overturning': 0,\n",
29420         "    'Towing_and_Articulation': 0,\n",
29421         "    'Vehicle_Leaving_Carriageway': 0,\n",
29422         "    'Vehicle_Location-Restricted_Lane': 0,\n",
29423         "    'Vehicle_Manoeuvre': 9,\n",
29424         "    'Vehicle_Reference': 1,\n",
29425         "    'Vehicle_Type': 9,\n",
29426         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
29427         "   {'1st_Point_of_Impact': 4,\n",
29428         "    'Age_Band_of_Driver': 8,\n",
29429         "    'Age_of_Vehicle': 6,\n",
29430         "    'Driver_Home_Area_Type': 2,\n",
29431         "    'Driver_IMD_Decile': 10,\n",
29432         "    'Engine_Capacity_(CC)': 2198,\n",
29433         "    'Hit_Object_in_Carriageway': 0,\n",
29434         "    'Hit_Object_off_Carriageway': 0,\n",
29435         "    'Journey_Purpose_of_Driver': 2,\n",
29436         "    'Junction_Location': 1,\n",
29437         "    'Propulsion_Code': 2,\n",
29438         "    'Sex_of_Driver': 1,\n",
29439         "    'Skidding_and_Overturning': 0,\n",
29440         "    'Towing_and_Articulation': 0,\n",
29441         "    'Vehicle_Leaving_Carriageway': 0,\n",
29442         "    'Vehicle_Location-Restricted_Lane': 0,\n",
29443         "    'Vehicle_Manoeuvre': 18,\n",
29444         "    'Vehicle_Reference': 2,\n",
29445         "    'Vehicle_Type': 19,\n",
29446         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
29447         "  'Weather_Conditions': 1,\n",
29448         "  '_id': ObjectId('52a9c98292c4e16686d2b5d8'),\n",
29449         "  'loc': {'coordinates': [-0.749589, 52.046134], 'type': 'Point'}},\n",
29450         " {'1st_Road_Class': 3,\n",
29451         "  '1st_Road_Number': 509,\n",
29452         "  '2nd_Road_Class': -1,\n",
29453         "  '2nd_Road_Number': 0,\n",
29454         "  'Accident_Index': '201243S107122',\n",
29455         "  'Accident_Severity': 3,\n",
29456         "  'Carriageway_Hazards': 0,\n",
29457         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
29458         "    'Bus_or_Coach_Passenger': 0,\n",
29459         "    'Car_Passenger': 0,\n",
29460         "    'Casualty_Class': 1,\n",
29461         "    'Casualty_Home_Area_Type': 1,\n",
29462         "    'Casualty_Reference': 1,\n",
29463         "    'Casualty_Severity': 3,\n",
29464         "    'Casualty_Type': 9,\n",
29465         "    'Pedestrian_Location': 0,\n",
29466         "    'Pedestrian_Movement': 0,\n",
29467         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
29468         "    'Sex_of_Casualty': 2,\n",
29469         "    'Vehicle_Reference': 1}],\n",
29470         "  'Date': '05/12/2012',\n",
29471         "  'Datetime': datetime.datetime(2012, 12, 5, 10, 20),\n",
29472         "  'Day_of_Week': 4,\n",
29473         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
29474         "  'Junction_Control': -1,\n",
29475         "  'Junction_Detail': 0,\n",
29476         "  'LSOA_of_Accident_Location': 'E01016768',\n",
29477         "  'Latitude': 52.05046,\n",
29478         "  'Light_Conditions': 1,\n",
29479         "  'Local_Authority_(District)': 479,\n",
29480         "  'Local_Authority_(Highway)': 'E06000042',\n",
29481         "  'Location_Easting_OSGR': 486012,\n",
29482         "  'Location_Northing_OSGR': 239864,\n",
29483         "  'Longitude': -0.747106,\n",
29484         "  'Number_of_Casualties': 1,\n",
29485         "  'Number_of_Vehicles': 2,\n",
29486         "  'Pedestrian_Crossing-Human_Control': 0,\n",
29487         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
29488         "  'Police_Force': 43,\n",
29489         "  'Road_Surface_Conditions': 2,\n",
29490         "  'Road_Type': 3,\n",
29491         "  'Special_Conditions_at_Site': 0,\n",
29492         "  'Speed_limit': 70,\n",
29493         "  'Time': '10:20',\n",
29494         "  'Urban_or_Rural_Area': 2,\n",
29495         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
29496         "    'Age_Band_of_Driver': 5,\n",
29497         "    'Age_of_Vehicle': 2,\n",
29498         "    'Driver_Home_Area_Type': 1,\n",
29499         "    'Driver_IMD_Decile': 7,\n",
29500         "    'Engine_Capacity_(CC)': 1388,\n",
29501         "    'Hit_Object_in_Carriageway': 0,\n",
29502         "    'Hit_Object_off_Carriageway': 0,\n",
29503         "    'Journey_Purpose_of_Driver': 6,\n",
29504         "    'Junction_Location': 0,\n",
29505         "    'Propulsion_Code': 1,\n",
29506         "    'Sex_of_Driver': 2,\n",
29507         "    'Skidding_and_Overturning': 0,\n",
29508         "    'Towing_and_Articulation': 0,\n",
29509         "    'Vehicle_Leaving_Carriageway': 0,\n",
29510         "    'Vehicle_Location-Restricted_Lane': 0,\n",
29511         "    'Vehicle_Manoeuvre': 18,\n",
29512         "    'Vehicle_Reference': 1,\n",
29513         "    'Vehicle_Type': 9,\n",
29514         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
29515         "   {'1st_Point_of_Impact': 2,\n",
29516         "    'Age_Band_of_Driver': 7,\n",
29517         "    'Age_of_Vehicle': 6,\n",
29518         "    'Driver_Home_Area_Type': 1,\n",
29519         "    'Driver_IMD_Decile': 7,\n",
29520         "    'Engine_Capacity_(CC)': 1995,\n",
29521         "    'Hit_Object_in_Carriageway': 0,\n",
29522         "    'Hit_Object_off_Carriageway': 0,\n",
29523         "    'Journey_Purpose_of_Driver': 6,\n",
29524         "    'Junction_Location': 0,\n",
29525         "    'Propulsion_Code': 2,\n",
29526         "    'Sex_of_Driver': 2,\n",
29527         "    'Skidding_and_Overturning': 0,\n",
29528         "    'Towing_and_Articulation': 0,\n",
29529         "    'Vehicle_Leaving_Carriageway': 0,\n",
29530         "    'Vehicle_Location-Restricted_Lane': 0,\n",
29531         "    'Vehicle_Manoeuvre': 4,\n",
29532         "    'Vehicle_Reference': 2,\n",
29533         "    'Vehicle_Type': 9,\n",
29534         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
29535         "  'Weather_Conditions': 1,\n",
29536         "  '_id': ObjectId('52a9c98292c4e16686d2b7a7'),\n",
29537         "  'loc': {'coordinates': [-0.747106, 52.05046], 'type': 'Point'}},\n",
29538         " {'1st_Road_Class': 6,\n",
29539         "  '1st_Road_Number': 8206,\n",
29540         "  '2nd_Road_Class': 6,\n",
29541         "  '2nd_Road_Number': 1098,\n",
29542         "  'Accident_Index': '201243S044012',\n",
29543         "  'Accident_Severity': 2,\n",
29544         "  'Carriageway_Hazards': 0,\n",
29545         "  'Casualties': [{'Age_Band_of_Casualty': 10,\n",
29546         "    'Bus_or_Coach_Passenger': 0,\n",
29547         "    'Car_Passenger': 0,\n",
29548         "    'Casualty_Class': 3,\n",
29549         "    'Casualty_Home_Area_Type': -1,\n",
29550         "    'Casualty_Reference': 1,\n",
29551         "    'Casualty_Severity': 2,\n",
29552         "    'Casualty_Type': 0,\n",
29553         "    'Pedestrian_Location': 9,\n",
29554         "    'Pedestrian_Movement': 5,\n",
29555         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
29556         "    'Sex_of_Casualty': 2,\n",
29557         "    'Vehicle_Reference': 2},\n",
29558         "   {'Age_Band_of_Casualty': 10,\n",
29559         "    'Bus_or_Coach_Passenger': 0,\n",
29560         "    'Car_Passenger': 0,\n",
29561         "    'Casualty_Class': 3,\n",
29562         "    'Casualty_Home_Area_Type': 1,\n",
29563         "    'Casualty_Reference': 2,\n",
29564         "    'Casualty_Severity': 2,\n",
29565         "    'Casualty_Type': 0,\n",
29566         "    'Pedestrian_Location': 9,\n",
29567         "    'Pedestrian_Movement': 5,\n",
29568         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
29569         "    'Sex_of_Casualty': 2,\n",
29570         "    'Vehicle_Reference': 2},\n",
29571         "   {'Age_Band_of_Casualty': 10,\n",
29572         "    'Bus_or_Coach_Passenger': 0,\n",
29573         "    'Car_Passenger': 0,\n",
29574         "    'Casualty_Class': 3,\n",
29575         "    'Casualty_Home_Area_Type': 1,\n",
29576         "    'Casualty_Reference': 3,\n",
29577         "    'Casualty_Severity': 3,\n",
29578         "    'Casualty_Type': 0,\n",
29579         "    'Pedestrian_Location': 9,\n",
29580         "    'Pedestrian_Movement': 5,\n",
29581         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
29582         "    'Sex_of_Casualty': 1,\n",
29583         "    'Vehicle_Reference': 2}],\n",
29584         "  'Date': '12/01/2012',\n",
29585         "  'Datetime': datetime.datetime(2012, 1, 12, 13, 25),\n",
29586         "  'Day_of_Week': 5,\n",
29587         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
29588         "  'Junction_Control': 4,\n",
29589         "  'Junction_Detail': 3,\n",
29590         "  'LSOA_of_Accident_Location': 'E01016730',\n",
29591         "  'Latitude': 52.042102,\n",
29592         "  'Light_Conditions': 1,\n",
29593         "  'Local_Authority_(District)': 479,\n",
29594         "  'Local_Authority_(Highway)': 'E06000042',\n",
29595         "  'Location_Easting_OSGR': 485770,\n",
29596         "  'Location_Northing_OSGR': 238930,\n",
29597         "  'Longitude': -0.750868,\n",
29598         "  'Number_of_Casualties': 3,\n",
29599         "  'Number_of_Vehicles': 5,\n",
29600         "  'Pedestrian_Crossing-Human_Control': 0,\n",
29601         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
29602         "  'Police_Force': 43,\n",
29603         "  'Road_Surface_Conditions': 2,\n",
29604         "  'Road_Type': 6,\n",
29605         "  'Special_Conditions_at_Site': 0,\n",
29606         "  'Speed_limit': 30,\n",
29607         "  'Time': '13:25',\n",
29608         "  'Urban_or_Rural_Area': 1,\n",
29609         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
29610         "    'Age_Band_of_Driver': 8,\n",
29611         "    'Age_of_Vehicle': 13,\n",
29612         "    'Driver_Home_Area_Type': 1,\n",
29613         "    'Driver_IMD_Decile': 6,\n",
29614         "    'Engine_Capacity_(CC)': 1796,\n",
29615         "    'Hit_Object_in_Carriageway': 0,\n",
29616         "    'Hit_Object_off_Carriageway': 0,\n",
29617         "    'Journey_Purpose_of_Driver': 6,\n",
29618         "    'Junction_Location': 8,\n",
29619         "    'Propulsion_Code': 1,\n",
29620         "    'Sex_of_Driver': 1,\n",
29621         "    'Skidding_and_Overturning': 0,\n",
29622         "    'Towing_and_Articulation': 0,\n",
29623         "    'Vehicle_Leaving_Carriageway': 0,\n",
29624         "    'Vehicle_Location-Restricted_Lane': 0,\n",
29625         "    'Vehicle_Manoeuvre': 18,\n",
29626         "    'Vehicle_Reference': 1,\n",
29627         "    'Vehicle_Type': 9,\n",
29628         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
29629         "   {'1st_Point_of_Impact': 3,\n",
29630         "    'Age_Band_of_Driver': 10,\n",
29631         "    'Age_of_Vehicle': 11,\n",
29632         "    'Driver_Home_Area_Type': 1,\n",
29633         "    'Driver_IMD_Decile': 7,\n",
29634         "    'Engine_Capacity_(CC)': 1390,\n",
29635         "    'Hit_Object_in_Carriageway': 0,\n",
29636         "    'Hit_Object_off_Carriageway': 0,\n",
29637         "    'Journey_Purpose_of_Driver': 6,\n",
29638         "    'Junction_Location': 8,\n",
29639         "    'Propulsion_Code': 1,\n",
29640         "    'Sex_of_Driver': 2,\n",
29641         "    'Skidding_and_Overturning': 0,\n",
29642         "    'Towing_and_Articulation': 0,\n",
29643         "    'Vehicle_Leaving_Carriageway': 0,\n",
29644         "    'Vehicle_Location-Restricted_Lane': 0,\n",
29645         "    'Vehicle_Manoeuvre': 7,\n",
29646         "    'Vehicle_Reference': 2,\n",
29647         "    'Vehicle_Type': 9,\n",
29648         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
29649         "   {'1st_Point_of_Impact': 2,\n",
29650         "    'Age_Band_of_Driver': 10,\n",
29651         "    'Age_of_Vehicle': 8,\n",
29652         "    'Driver_Home_Area_Type': 1,\n",
29653         "    'Driver_IMD_Decile': 9,\n",
29654         "    'Engine_Capacity_(CC)': 1998,\n",
29655         "    'Hit_Object_in_Carriageway': 0,\n",
29656         "    'Hit_Object_off_Carriageway': 0,\n",
29657         "    'Journey_Purpose_of_Driver': 6,\n",
29658         "    'Junction_Location': 2,\n",
29659         "    'Propulsion_Code': 1,\n",
29660         "    'Sex_of_Driver': 1,\n",
29661         "    'Skidding_and_Overturning': 0,\n",
29662         "    'Towing_and_Articulation': 0,\n",
29663         "    'Vehicle_Leaving_Carriageway': 0,\n",
29664         "    'Vehicle_Location-Restricted_Lane': 0,\n",
29665         "    'Vehicle_Manoeuvre': 2,\n",
29666         "    'Vehicle_Reference': 3,\n",
29667         "    'Vehicle_Type': 9,\n",
29668         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
29669         "   {'1st_Point_of_Impact': 4,\n",
29670         "    'Age_Band_of_Driver': -1,\n",
29671         "    'Age_of_Vehicle': 1,\n",
29672         "    'Driver_Home_Area_Type': -1,\n",
29673         "    'Driver_IMD_Decile': -1,\n",
29674         "    'Engine_Capacity_(CC)': 1248,\n",
29675         "    'Hit_Object_in_Carriageway': 0,\n",
29676         "    'Hit_Object_off_Carriageway': 0,\n",
29677         "    'Journey_Purpose_of_Driver': 6,\n",
29678         "    'Junction_Location': 2,\n",
29679         "    'Propulsion_Code': 2,\n",
29680         "    'Sex_of_Driver': 2,\n",
29681         "    'Skidding_and_Overturning': 0,\n",
29682         "    'Towing_and_Articulation': 0,\n",
29683         "    'Vehicle_Leaving_Carriageway': 0,\n",
29684         "    'Vehicle_Location-Restricted_Lane': 0,\n",
29685         "    'Vehicle_Manoeuvre': 2,\n",
29686         "    'Vehicle_Reference': 4,\n",
29687         "    'Vehicle_Type': 9,\n",
29688         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
29689         "   {'1st_Point_of_Impact': 2,\n",
29690         "    'Age_Band_of_Driver': -1,\n",
29691         "    'Age_of_Vehicle': 14,\n",
29692         "    'Driver_Home_Area_Type': -1,\n",
29693         "    'Driver_IMD_Decile': -1,\n",
29694         "    'Engine_Capacity_(CC)': 1799,\n",
29695         "    'Hit_Object_in_Carriageway': 0,\n",
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29697         "    'Journey_Purpose_of_Driver': 6,\n",
29698         "    'Junction_Location': 2,\n",
29699         "    'Propulsion_Code': 1,\n",
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29712         " {'1st_Road_Class': 6,\n",
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29714         "  '2nd_Road_Class': 6,\n",
29715         "  '2nd_Road_Number': 8206,\n",
29716         "  'Accident_Index': '201243S055032',\n",
29717         "  'Accident_Severity': 3,\n",
29718         "  'Carriageway_Hazards': 0,\n",
29719         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
29720         "    'Bus_or_Coach_Passenger': 0,\n",
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29722         "    'Casualty_Class': 1,\n",
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29730         "    'Sex_of_Casualty': 2,\n",
29731         "    'Vehicle_Reference': 2}],\n",
29732         "  'Date': '07/03/2012',\n",
29733         "  'Datetime': datetime.datetime(2012, 3, 7, 15, 0),\n",
29734         "  'Day_of_Week': 4,\n",
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29738         "  'LSOA_of_Accident_Location': 'E01016730',\n",
29739         "  'Latitude': 52.041035,\n",
29740         "  'Light_Conditions': 1,\n",
29741         "  'Local_Authority_(District)': 479,\n",
29742         "  'Local_Authority_(Highway)': 'E06000042',\n",
29743         "  'Location_Easting_OSGR': 485690,\n",
29744         "  'Location_Northing_OSGR': 238810,\n",
29745         "  'Longitude': -0.752064,\n",
29746         "  'Number_of_Casualties': 1,\n",
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29750         "  'Police_Force': 43,\n",
29751         "  'Road_Surface_Conditions': 1,\n",
29752         "  'Road_Type': 3,\n",
29753         "  'Special_Conditions_at_Site': 0,\n",
29754         "  'Speed_limit': 30,\n",
29755         "  'Time': '15:00',\n",
29756         "  'Urban_or_Rural_Area': 1,\n",
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29760         "    'Driver_Home_Area_Type': 1,\n",
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29777         "   {'1st_Point_of_Impact': 3,\n",
29778         "    'Age_Band_of_Driver': 7,\n",
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29799         "  'loc': {'coordinates': [-0.752064, 52.041035], 'type': 'Point'}},\n",
29800         " {'1st_Road_Class': 6,\n",
29801         "  '1st_Road_Number': 8096,\n",
29802         "  '2nd_Road_Class': 6,\n",
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29804         "  'Accident_Index': '201243S025042',\n",
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29818         "    'Sex_of_Casualty': 1,\n",
29819         "    'Vehicle_Reference': 2}],\n",
29820         "  'Date': '10/04/2012',\n",
29821         "  'Datetime': datetime.datetime(2012, 4, 10, 18, 40),\n",
29822         "  'Day_of_Week': 3,\n",
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29827         "  'Latitude': 52.045228,\n",
29828         "  'Light_Conditions': 1,\n",
29829         "  'Local_Authority_(District)': 479,\n",
29830         "  'Local_Authority_(Highway)': 'E06000042',\n",
29831         "  'Location_Easting_OSGR': 485900,\n",
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29839         "  'Road_Surface_Conditions': 2,\n",
29840         "  'Road_Type': 3,\n",
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29842         "  'Speed_limit': 30,\n",
29843         "  'Time': '18:40',\n",
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29851         "    'Hit_Object_in_Carriageway': 0,\n",
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29892         "  'Accident_Index': '201243S105042',\n",
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29920         "    'Vehicle_Reference': 1}],\n",
29921         "  'Date': '29/04/2012',\n",
29922         "  'Datetime': datetime.datetime(2012, 4, 29, 0, 58),\n",
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29928         "  'Latitude': 52.042531,\n",
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29930         "  'Local_Authority_(District)': 479,\n",
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29993         "  'Accident_Index': '201243S128042',\n",
29994         "  'Accident_Severity': 3,\n",
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29996         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
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30020         "    'Sex_of_Casualty': 2,\n",
30021         "    'Vehicle_Reference': 2}],\n",
30022         "  'Date': '29/04/2012',\n",
30023         "  'Datetime': datetime.datetime(2012, 4, 29, 13, 19),\n",
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30028         "  'LSOA_of_Accident_Location': 'E01016730',\n",
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30031         "  'Local_Authority_(District)': 479,\n",
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30034         "  'Location_Northing_OSGR': 238900,\n",
30035         "  'Longitude': -0.750438,\n",
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30042         "  'Road_Type': 3,\n",
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30044         "  'Speed_limit': 30,\n",
30045         "  'Time': '13:19',\n",
30046         "  'Urban_or_Rural_Area': 1,\n",
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30237         "  'Date': '07/06/2012',\n",
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30260         "  'Time': '17:45',\n",
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30282         "   {'1st_Point_of_Impact': 1,\n",
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30309         "  'Accident_Index': '201243S005072',\n",
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30325         "  'Date': '03/07/2012',\n",
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30348         "  'Time': '18:30',\n",
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30390         "   {'1st_Point_of_Impact': 2,\n",
30391         "    'Age_Band_of_Driver': 7,\n",
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30411         "  '_id': ObjectId('52a9c98292c4e16686d2b5c8'),\n",
30412         "  'loc': {'coordinates': [-0.751637, 52.040671], 'type': 'Point'}},\n",
30413         " {'1st_Road_Class': 6,\n",
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30415         "  '2nd_Road_Class': 6,\n",
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30417         "  'Accident_Index': '201243S125102',\n",
30418         "  'Accident_Severity': 3,\n",
30419         "  'Carriageway_Hazards': 0,\n",
30420         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
30421         "    'Bus_or_Coach_Passenger': 0,\n",
30422         "    'Car_Passenger': 0,\n",
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30427         "    'Casualty_Type': 5,\n",
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30430         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
30431         "    'Sex_of_Casualty': 2,\n",
30432         "    'Vehicle_Reference': 2}],\n",
30433         "  'Date': '04/10/2012',\n",
30434         "  'Datetime': datetime.datetime(2012, 10, 4, 15, 29),\n",
30435         "  'Day_of_Week': 5,\n",
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30438         "  'Junction_Detail': 6,\n",
30439         "  'LSOA_of_Accident_Location': 'E01016730',\n",
30440         "  'Latitude': 52.041307,\n",
30441         "  'Light_Conditions': 1,\n",
30442         "  'Local_Authority_(District)': 479,\n",
30443         "  'Local_Authority_(Highway)': 'E06000042',\n",
30444         "  'Location_Easting_OSGR': 485680,\n",
30445         "  'Location_Northing_OSGR': 238840,\n",
30446         "  'Longitude': -0.752202,\n",
30447         "  'Number_of_Casualties': 1,\n",
30448         "  'Number_of_Vehicles': 2,\n",
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30450         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
30451         "  'Police_Force': 43,\n",
30452         "  'Road_Surface_Conditions': 1,\n",
30453         "  'Road_Type': 3,\n",
30454         "  'Special_Conditions_at_Site': 0,\n",
30455         "  'Speed_limit': 30,\n",
30456         "  'Time': '15:29',\n",
30457         "  'Urban_or_Rural_Area': 1,\n",
30458         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
30459         "    'Age_Band_of_Driver': 6,\n",
30460         "    'Age_of_Vehicle': 7,\n",
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30464         "    'Hit_Object_in_Carriageway': 0,\n",
30465         "    'Hit_Object_off_Carriageway': 0,\n",
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30476         "    'Vehicle_Type': 9,\n",
30477         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
30478         "   {'1st_Point_of_Impact': 1,\n",
30479         "    'Age_Band_of_Driver': 6,\n",
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30482         "    'Driver_IMD_Decile': 9,\n",
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30488         "    'Propulsion_Code': 1,\n",
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30490         "    'Skidding_and_Overturning': 0,\n",
30491         "    'Towing_and_Articulation': 0,\n",
30492         "    'Vehicle_Leaving_Carriageway': 0,\n",
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30495         "    'Vehicle_Reference': 2,\n",
30496         "    'Vehicle_Type': 5,\n",
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30501         " {'1st_Road_Class': 6,\n",
30502         "  '1st_Road_Number': 8096,\n",
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30505         "  'Accident_Index': '201243S010112',\n",
30506         "  'Accident_Severity': 3,\n",
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30519         "    'Sex_of_Casualty': 2,\n",
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30532         "    'Sex_of_Casualty': 1,\n",
30533         "    'Vehicle_Reference': 2}],\n",
30534         "  'Date': '04/11/2012',\n",
30535         "  'Datetime': datetime.datetime(2012, 11, 4, 16, 10),\n",
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30543         "  'Local_Authority_(District)': 479,\n",
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30557         "  'Time': '16:10',\n",
30558         "  'Urban_or_Rural_Area': 1,\n",
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30579         "   {'1st_Point_of_Impact': 4,\n",
30580         "    'Age_Band_of_Driver': 7,\n",
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30585         "    'Hit_Object_in_Carriageway': 0,\n",
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30602         " {'1st_Road_Class': 6,\n",
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30604         "  '2nd_Road_Class': 6,\n",
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30606         "  'Accident_Index': '201243S006122',\n",
30607         "  'Accident_Severity': 3,\n",
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30610         "    'Bus_or_Coach_Passenger': 0,\n",
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30620         "    'Sex_of_Casualty': 2,\n",
30621         "    'Vehicle_Reference': 2}],\n",
30622         "  'Date': '01/12/2012',\n",
30623         "  'Datetime': datetime.datetime(2012, 12, 1, 10, 45),\n",
30624         "  'Day_of_Week': 7,\n",
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30629         "  'Latitude': 52.041106,\n",
30630         "  'Light_Conditions': 1,\n",
30631         "  'Local_Authority_(District)': 479,\n",
30632         "  'Local_Authority_(Highway)': 'E06000042',\n",
30633         "  'Location_Easting_OSGR': 485696,\n",
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30642         "  'Road_Type': 3,\n",
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30645         "  'Time': '10:45',\n",
30646         "  'Urban_or_Rural_Area': 1,\n",
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30694         "  'Accident_Index': '201243S132062',\n",
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30709         "    'Vehicle_Reference': 1}],\n",
30710         "  'Date': '21/06/2012',\n",
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30723         "  'Longitude': -0.754583,\n",
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30733         "  'Time': '18:25',\n",
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30762         "  'Accident_Index': '201243S123062',\n",
30763         "  'Accident_Severity': 3,\n",
30764         "  'Carriageway_Hazards': 0,\n",
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30778         "   {'Age_Band_of_Casualty': 7,\n",
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30790         "    'Vehicle_Reference': 2}],\n",
30791         "  'Date': '29/06/2012',\n",
30792         "  'Datetime': datetime.datetime(2012, 6, 29, 12, 40),\n",
30793         "  'Day_of_Week': 6,\n",
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30797         "  'LSOA_of_Accident_Location': 'E01016730',\n",
30798         "  'Latitude': 52.041861,\n",
30799         "  'Light_Conditions': 1,\n",
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30801         "  'Local_Authority_(Highway)': 'E06000042',\n",
30802         "  'Location_Easting_OSGR': 485580,\n",
30803         "  'Location_Northing_OSGR': 238900,\n",
30804         "  'Longitude': -0.753645,\n",
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30809         "  'Police_Force': 43,\n",
30810         "  'Road_Surface_Conditions': 1,\n",
30811         "  'Road_Type': 6,\n",
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30813         "  'Speed_limit': 30,\n",
30814         "  'Time': '12:40',\n",
30815         "  'Urban_or_Rural_Area': 1,\n",
30816         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
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30819         "    'Driver_Home_Area_Type': -1,\n",
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30822         "    'Hit_Object_in_Carriageway': 0,\n",
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30830         "    'Vehicle_Leaving_Carriageway': 0,\n",
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30843         "    'Hit_Object_off_Carriageway': 0,\n",
30844         "    'Journey_Purpose_of_Driver': 6,\n",
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30849         "    'Towing_and_Articulation': 0,\n",
30850         "    'Vehicle_Leaving_Carriageway': 0,\n",
30851         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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30858         "  'loc': {'coordinates': [-0.753645, 52.041861], 'type': 'Point'}},\n",
30859         " {'1st_Road_Class': 6,\n",
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30863         "  'Accident_Index': '201243S137072',\n",
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30866         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
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30872         "    'Casualty_Severity': 2,\n",
30873         "    'Casualty_Type': 9,\n",
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30876         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
30877         "    'Sex_of_Casualty': 2,\n",
30878         "    'Vehicle_Reference': 1},\n",
30879         "   {'Age_Band_of_Casualty': 5,\n",
30880         "    'Bus_or_Coach_Passenger': 0,\n",
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30886         "    'Casualty_Type': 9,\n",
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30889         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
30890         "    'Sex_of_Casualty': 2,\n",
30891         "    'Vehicle_Reference': 2}],\n",
30892         "  'Date': '16/07/2012',\n",
30893         "  'Datetime': datetime.datetime(2012, 7, 16, 12, 46),\n",
30894         "  'Day_of_Week': 2,\n",
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30898         "  'LSOA_of_Accident_Location': 'E01016730',\n",
30899         "  'Latitude': 52.043882,\n",
30900         "  'Light_Conditions': 1,\n",
30901         "  'Local_Authority_(District)': 479,\n",
30902         "  'Local_Authority_(Highway)': 'E06000042',\n",
30903         "  'Location_Easting_OSGR': 485300,\n",
30904         "  'Location_Northing_OSGR': 239120,\n",
30905         "  'Longitude': -0.757672,\n",
30906         "  'Number_of_Casualties': 2,\n",
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30912         "  'Road_Type': 3,\n",
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30914         "  'Speed_limit': 30,\n",
30915         "  'Time': '12:46',\n",
30916         "  'Urban_or_Rural_Area': 1,\n",
30917         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
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30937         "   {'1st_Point_of_Impact': 3,\n",
30938         "    'Age_Band_of_Driver': 5,\n",
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30959         "  'loc': {'coordinates': [-0.757672, 52.043882], 'type': 'Point'}},\n",
30960         " {'1st_Road_Class': 6,\n",
30961         "  '1st_Road_Number': 8106,\n",
30962         "  '2nd_Road_Class': 6,\n",
30963         "  '2nd_Road_Number': 1098,\n",
30964         "  'Accident_Index': '201243S111072',\n",
30965         "  'Accident_Severity': 3,\n",
30966         "  'Carriageway_Hazards': 0,\n",
30967         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
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30977         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
30978         "    'Sex_of_Casualty': 2,\n",
30979         "    'Vehicle_Reference': 1}],\n",
30980         "  'Date': '27/07/2012',\n",
30981         "  'Datetime': datetime.datetime(2012, 7, 27, 16, 34),\n",
30982         "  'Day_of_Week': 6,\n",
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30986         "  'LSOA_of_Accident_Location': 'E01016730',\n",
30987         "  'Latitude': 52.043352,\n",
30988         "  'Light_Conditions': 1,\n",
30989         "  'Local_Authority_(District)': 479,\n",
30990         "  'Local_Authority_(Highway)': 'E06000042',\n",
30991         "  'Location_Easting_OSGR': 485240,\n",
30992         "  'Location_Northing_OSGR': 239060,\n",
30993         "  'Longitude': -0.758561,\n",
30994         "  'Number_of_Casualties': 1,\n",
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30997         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
30998         "  'Police_Force': 43,\n",
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31000         "  'Road_Type': 3,\n",
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31002         "  'Speed_limit': 30,\n",
31003         "  'Time': '16:34',\n",
31004         "  'Urban_or_Rural_Area': 1,\n",
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31008         "    'Driver_Home_Area_Type': 1,\n",
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31011         "    'Hit_Object_in_Carriageway': 0,\n",
31012         "    'Hit_Object_off_Carriageway': 0,\n",
31013         "    'Journey_Purpose_of_Driver': 6,\n",
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31025         "   {'1st_Point_of_Impact': 3,\n",
31026         "    'Age_Band_of_Driver': 8,\n",
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31051         "  '2nd_Road_Number': 0,\n",
31052         "  'Accident_Index': '201243S140072',\n",
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31066         "    'Sex_of_Casualty': 2,\n",
31067         "    'Vehicle_Reference': 2}],\n",
31068         "  'Date': '30/07/2012',\n",
31069         "  'Datetime': datetime.datetime(2012, 7, 30, 13, 35),\n",
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31075         "  'Latitude': 52.044412,\n",
31076         "  'Light_Conditions': 1,\n",
31077         "  'Local_Authority_(District)': 479,\n",
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31079         "  'Location_Easting_OSGR': 485360,\n",
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31088         "  'Road_Type': 6,\n",
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31091         "  'Time': '13:35',\n",
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31097         "    'Driver_IMD_Decile': -1,\n",
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31120         "    'Hit_Object_off_Carriageway': 0,\n",
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31140         "  'Accident_Index': '201243S103082',\n",
31141         "  'Accident_Severity': 3,\n",
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31155         "    'Vehicle_Reference': 1},\n",
31156         "   {'Age_Band_of_Casualty': 4,\n",
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31166         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
31167         "    'Sex_of_Casualty': 1,\n",
31168         "    'Vehicle_Reference': 2}],\n",
31169         "  'Date': '23/08/2012',\n",
31170         "  'Datetime': datetime.datetime(2012, 8, 23, 14, 41),\n",
31171         "  'Day_of_Week': 5,\n",
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31175         "  'LSOA_of_Accident_Location': 'E01016730',\n",
31176         "  'Latitude': 52.042673,\n",
31177         "  'Light_Conditions': 1,\n",
31178         "  'Local_Authority_(District)': 479,\n",
31179         "  'Local_Authority_(Highway)': 'E06000042',\n",
31180         "  'Location_Easting_OSGR': 485560,\n",
31181         "  'Location_Northing_OSGR': 238990,\n",
31182         "  'Longitude': -0.753914,\n",
31183         "  'Number_of_Casualties': 2,\n",
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31187         "  'Police_Force': 43,\n",
31188         "  'Road_Surface_Conditions': 1,\n",
31189         "  'Road_Type': 3,\n",
31190         "  'Special_Conditions_at_Site': 0,\n",
31191         "  'Speed_limit': 30,\n",
31192         "  'Time': '14:41',\n",
31193         "  'Urban_or_Rural_Area': 1,\n",
31194         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
31195         "    'Age_Band_of_Driver': 8,\n",
31196         "    'Age_of_Vehicle': 8,\n",
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31200         "    'Hit_Object_in_Carriageway': 0,\n",
31201         "    'Hit_Object_off_Carriageway': 0,\n",
31202         "    'Journey_Purpose_of_Driver': 6,\n",
31203         "    'Junction_Location': 1,\n",
31204         "    'Propulsion_Code': 2,\n",
31205         "    'Sex_of_Driver': 1,\n",
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31207         "    'Towing_and_Articulation': 0,\n",
31208         "    'Vehicle_Leaving_Carriageway': 0,\n",
31209         "    'Vehicle_Location-Restricted_Lane': 0,\n",
31210         "    'Vehicle_Manoeuvre': 18,\n",
31211         "    'Vehicle_Reference': 1,\n",
31212         "    'Vehicle_Type': 9,\n",
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31214         "   {'1st_Point_of_Impact': 2,\n",
31215         "    'Age_Band_of_Driver': 4,\n",
31216         "    'Age_of_Vehicle': 12,\n",
31217         "    'Driver_Home_Area_Type': 1,\n",
31218         "    'Driver_IMD_Decile': 8,\n",
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31220         "    'Hit_Object_in_Carriageway': 0,\n",
31221         "    'Hit_Object_off_Carriageway': 0,\n",
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31230         "    'Vehicle_Manoeuvre': 3,\n",
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31232         "    'Vehicle_Type': 9,\n",
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31235         "  '_id': ObjectId('52a9c98292c4e16686d2b790'),\n",
31236         "  'loc': {'coordinates': [-0.753914, 52.042673], 'type': 'Point'}},\n",
31237         " {'1st_Road_Class': 6,\n",
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31239         "  '2nd_Road_Class': -1,\n",
31240         "  '2nd_Road_Number': 0,\n",
31241         "  'Accident_Index': '201243S045112',\n",
31242         "  'Accident_Severity': 2,\n",
31243         "  'Carriageway_Hazards': 0,\n",
31244         "  'Casualties': [{'Age_Band_of_Casualty': 11,\n",
31245         "    'Bus_or_Coach_Passenger': 0,\n",
31246         "    'Car_Passenger': 0,\n",
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31251         "    'Casualty_Type': 90,\n",
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31254         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
31255         "    'Sex_of_Casualty': 2,\n",
31256         "    'Vehicle_Reference': 1}],\n",
31257         "  'Date': '10/11/2012',\n",
31258         "  'Datetime': datetime.datetime(2012, 11, 10, 15, 30),\n",
31259         "  'Day_of_Week': 7,\n",
31260         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
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31302         "   {'1st_Point_of_Impact': 3,\n",
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31344         "    'Vehicle_Reference': 1}],\n",
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31413         "  'Date': '18/01/2012',\n",
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31481         "  'Date': '01/03/2012',\n",
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31561         "    'Vehicle_Reference': 2}],\n",
31562         "  'Date': '19/04/2012',\n",
31563         "  'Datetime': datetime.datetime(2012, 4, 19, 8, 50),\n",
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31676         "  'Date': '28/04/2012',\n",
31677         "  'Datetime': datetime.datetime(2012, 4, 28, 22, 15),\n",
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31748         "  'Accident_Index': '201243S104112',\n",
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31763         "    'Vehicle_Reference': 1}],\n",
31764         "  'Date': '24/11/2012',\n",
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31845         "  'Date': '07/12/2012',\n",
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31917         "  'Accident_Index': '201243S137122',\n",
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31932         "    'Vehicle_Reference': 2}],\n",
31933         "  'Date': '28/12/2012',\n",
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31941         "  'Light_Conditions': 1,\n",
31942         "  'Local_Authority_(District)': 479,\n",
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31956         "  'Time': '12:06',\n",
31957         "  'Urban_or_Rural_Area': 1,\n",
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31959         "    'Age_Band_of_Driver': 8,\n",
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31961         "    'Driver_Home_Area_Type': 1,\n",
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31968         "    'Propulsion_Code': -1,\n",
31969         "    'Sex_of_Driver': 1,\n",
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31978         "   {'1st_Point_of_Impact': 2,\n",
31979         "    'Age_Band_of_Driver': 9,\n",
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31981         "    'Driver_Home_Area_Type': 1,\n",
31982         "    'Driver_IMD_Decile': 7,\n",
31983         "    'Engine_Capacity_(CC)': 1596,\n",
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31985         "    'Hit_Object_off_Carriageway': 0,\n",
31986         "    'Journey_Purpose_of_Driver': 5,\n",
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31992         "    'Vehicle_Leaving_Carriageway': 0,\n",
31993         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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31997         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
31998         "  'Weather_Conditions': 2,\n",
31999         "  '_id': ObjectId('52a9c98292c4e16686d2b835'),\n",
32000         "  'loc': {'coordinates': [-0.761245, 52.042283], 'type': 'Point'}},\n",
32001         " {'1st_Road_Class': 6,\n",
32002         "  '1st_Road_Number': 1145,\n",
32003         "  '2nd_Road_Class': 6,\n",
32004         "  '2nd_Road_Number': 1145,\n",
32005         "  'Accident_Index': '201243S085012',\n",
32006         "  'Accident_Severity': 3,\n",
32007         "  'Carriageway_Hazards': 0,\n",
32008         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
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32010         "    'Car_Passenger': 0,\n",
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32018         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
32019         "    'Sex_of_Casualty': 1,\n",
32020         "    'Vehicle_Reference': 2}],\n",
32021         "  'Date': '25/01/2012',\n",
32022         "  'Datetime': datetime.datetime(2012, 1, 25, 8, 45),\n",
32023         "  'Day_of_Week': 4,\n",
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32029         "  'Light_Conditions': 1,\n",
32030         "  'Local_Authority_(District)': 479,\n",
32031         "  'Local_Authority_(Highway)': 'E06000042',\n",
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32033         "  'Location_Northing_OSGR': 239530,\n",
32034         "  'Longitude': -0.762672,\n",
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32040         "  'Road_Surface_Conditions': 1,\n",
32041         "  'Road_Type': 6,\n",
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32043         "  'Speed_limit': 30,\n",
32044         "  'Time': '08:45',\n",
32045         "  'Urban_or_Rural_Area': 1,\n",
32046         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
32047         "    'Age_Band_of_Driver': 6,\n",
32048         "    'Age_of_Vehicle': 11,\n",
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32052         "    'Hit_Object_in_Carriageway': 0,\n",
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32054         "    'Journey_Purpose_of_Driver': 6,\n",
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32058         "    'Skidding_and_Overturning': 0,\n",
32059         "    'Towing_and_Articulation': 0,\n",
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32061         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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32064         "    'Vehicle_Type': 9,\n",
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32066         "   {'1st_Point_of_Impact': 3,\n",
32067         "    'Age_Band_of_Driver': 7,\n",
32068         "    'Age_of_Vehicle': 5,\n",
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32070         "    'Driver_IMD_Decile': 5,\n",
32071         "    'Engine_Capacity_(CC)': 2231,\n",
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32073         "    'Hit_Object_off_Carriageway': 0,\n",
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32083         "    'Vehicle_Reference': 2,\n",
32084         "    'Vehicle_Type': 8,\n",
32085         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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32088         "  'loc': {'coordinates': [-0.762672, 52.047621], 'type': 'Point'}},\n",
32089         " {'1st_Road_Class': 6,\n",
32090         "  '1st_Road_Number': 1145,\n",
32091         "  '2nd_Road_Class': -1,\n",
32092         "  '2nd_Road_Number': 0,\n",
32093         "  'Accident_Index': '201243S113052',\n",
32094         "  'Accident_Severity': 3,\n",
32095         "  'Carriageway_Hazards': 0,\n",
32096         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
32097         "    'Bus_or_Coach_Passenger': 0,\n",
32098         "    'Car_Passenger': 0,\n",
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32100         "    'Casualty_Home_Area_Type': 1,\n",
32101         "    'Casualty_Reference': 1,\n",
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32106         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
32107         "    'Sex_of_Casualty': 2,\n",
32108         "    'Vehicle_Reference': 2}],\n",
32109         "  'Date': '23/05/2012',\n",
32110         "  'Datetime': datetime.datetime(2012, 5, 23, 15, 28),\n",
32111         "  'Day_of_Week': 4,\n",
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32114         "  'Junction_Detail': 0,\n",
32115         "  'LSOA_of_Accident_Location': 'E01016721',\n",
32116         "  'Latitude': 52.047444,\n",
32117         "  'Light_Conditions': 1,\n",
32118         "  'Local_Authority_(District)': 479,\n",
32119         "  'Local_Authority_(Highway)': 'E06000042',\n",
32120         "  'Location_Easting_OSGR': 484930,\n",
32121         "  'Location_Northing_OSGR': 239510,\n",
32122         "  'Longitude': -0.762968,\n",
32123         "  'Number_of_Casualties': 1,\n",
32124         "  'Number_of_Vehicles': 2,\n",
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32126         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
32127         "  'Police_Force': 43,\n",
32128         "  'Road_Surface_Conditions': 1,\n",
32129         "  'Road_Type': 6,\n",
32130         "  'Special_Conditions_at_Site': 0,\n",
32131         "  'Speed_limit': 30,\n",
32132         "  'Time': '15:28',\n",
32133         "  'Urban_or_Rural_Area': 1,\n",
32134         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
32135         "    'Age_Band_of_Driver': 7,\n",
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32137         "    'Driver_Home_Area_Type': 1,\n",
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32140         "    'Hit_Object_in_Carriageway': 4,\n",
32141         "    'Hit_Object_off_Carriageway': 0,\n",
32142         "    'Journey_Purpose_of_Driver': 6,\n",
32143         "    'Junction_Location': 0,\n",
32144         "    'Propulsion_Code': 2,\n",
32145         "    'Sex_of_Driver': 1,\n",
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32147         "    'Towing_and_Articulation': 0,\n",
32148         "    'Vehicle_Leaving_Carriageway': 0,\n",
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32152         "    'Vehicle_Type': 19,\n",
32153         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
32154         "   {'1st_Point_of_Impact': 2,\n",
32155         "    'Age_Band_of_Driver': 6,\n",
32156         "    'Age_of_Vehicle': 15,\n",
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32160         "    'Hit_Object_in_Carriageway': 0,\n",
32161         "    'Hit_Object_off_Carriageway': 0,\n",
32162         "    'Journey_Purpose_of_Driver': 6,\n",
32163         "    'Junction_Location': 0,\n",
32164         "    'Propulsion_Code': 1,\n",
32165         "    'Sex_of_Driver': 2,\n",
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32168         "    'Vehicle_Leaving_Carriageway': 0,\n",
32169         "    'Vehicle_Location-Restricted_Lane': 0,\n",
32170         "    'Vehicle_Manoeuvre': 2,\n",
32171         "    'Vehicle_Reference': 2,\n",
32172         "    'Vehicle_Type': 9,\n",
32173         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
32174         "  'Weather_Conditions': 1,\n",
32175         "  '_id': ObjectId('52a9c98292c4e16686d2b7c6'),\n",
32176         "  'loc': {'coordinates': [-0.762968, 52.047444], 'type': 'Point'}},\n",
32177         " {'1st_Road_Class': 6,\n",
32178         "  '1st_Road_Number': 1145,\n",
32179         "  '2nd_Road_Class': 6,\n",
32180         "  '2nd_Road_Number': 1145,\n",
32181         "  'Accident_Index': '201243S168122',\n",
32182         "  'Accident_Severity': 3,\n",
32183         "  'Carriageway_Hazards': 0,\n",
32184         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
32185         "    'Bus_or_Coach_Passenger': 0,\n",
32186         "    'Car_Passenger': 0,\n",
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32188         "    'Casualty_Home_Area_Type': 1,\n",
32189         "    'Casualty_Reference': 1,\n",
32190         "    'Casualty_Severity': 3,\n",
32191         "    'Casualty_Type': 3,\n",
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32194         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
32195         "    'Sex_of_Casualty': 1,\n",
32196         "    'Vehicle_Reference': 1}],\n",
32197         "  'Date': '31/12/2012',\n",
32198         "  'Datetime': datetime.datetime(2012, 12, 31, 11, 50),\n",
32199         "  'Day_of_Week': 2,\n",
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32201         "  'Junction_Control': 4,\n",
32202         "  'Junction_Detail': 1,\n",
32203         "  'LSOA_of_Accident_Location': 'E01016718',\n",
32204         "  'Latitude': 52.050207,\n",
32205         "  'Light_Conditions': 1,\n",
32206         "  'Local_Authority_(District)': 479,\n",
32207         "  'Local_Authority_(Highway)': 'E06000042',\n",
32208         "  'Location_Easting_OSGR': 485084,\n",
32209         "  'Location_Northing_OSGR': 239820,\n",
32210         "  'Longitude': -0.760646,\n",
32211         "  'Number_of_Casualties': 1,\n",
32212         "  'Number_of_Vehicles': 1,\n",
32213         "  'Pedestrian_Crossing-Human_Control': 0,\n",
32214         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
32215         "  'Police_Force': 43,\n",
32216         "  'Road_Surface_Conditions': 2,\n",
32217         "  'Road_Type': 6,\n",
32218         "  'Special_Conditions_at_Site': 0,\n",
32219         "  'Speed_limit': 30,\n",
32220         "  'Time': '11:50',\n",
32221         "  'Urban_or_Rural_Area': 1,\n",
32222         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
32223         "    'Age_Band_of_Driver': 4,\n",
32224         "    'Age_of_Vehicle': 4,\n",
32225         "    'Driver_Home_Area_Type': 1,\n",
32226         "    'Driver_IMD_Decile': 4,\n",
32227         "    'Engine_Capacity_(CC)': 125,\n",
32228         "    'Hit_Object_in_Carriageway': 0,\n",
32229         "    'Hit_Object_off_Carriageway': 0,\n",
32230         "    'Journey_Purpose_of_Driver': 5,\n",
32231         "    'Junction_Location': 8,\n",
32232         "    'Propulsion_Code': 1,\n",
32233         "    'Sex_of_Driver': 1,\n",
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32235         "    'Towing_and_Articulation': 0,\n",
32236         "    'Vehicle_Leaving_Carriageway': 1,\n",
32237         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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32240         "    'Vehicle_Type': 3,\n",
32241         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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32244         "  'loc': {'coordinates': [-0.760646, 52.050207], 'type': 'Point'}},\n",
32245         " {'1st_Road_Class': 6,\n",
32246         "  '1st_Road_Number': 1132,\n",
32247         "  '2nd_Road_Class': 6,\n",
32248         "  '2nd_Road_Number': 1132,\n",
32249         "  'Accident_Index': '201243S016022',\n",
32250         "  'Accident_Severity': 3,\n",
32251         "  'Carriageway_Hazards': 0,\n",
32252         "  'Casualties': [{'Age_Band_of_Casualty': 3,\n",
32253         "    'Bus_or_Coach_Passenger': 0,\n",
32254         "    'Car_Passenger': 0,\n",
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32259         "    'Casualty_Type': 1,\n",
32260         "    'Pedestrian_Location': 0,\n",
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32262         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
32263         "    'Sex_of_Casualty': 1,\n",
32264         "    'Vehicle_Reference': 1}],\n",
32265         "  'Date': '02/02/2012',\n",
32266         "  'Datetime': datetime.datetime(2012, 2, 2, 8, 5),\n",
32267         "  'Day_of_Week': 5,\n",
32268         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
32269         "  'Junction_Control': 4,\n",
32270         "  'Junction_Detail': 3,\n",
32271         "  'LSOA_of_Accident_Location': 'E01016724',\n",
32272         "  'Latitude': 52.045886,\n",
32273         "  'Light_Conditions': 1,\n",
32274         "  'Local_Authority_(District)': 479,\n",
32275         "  'Local_Authority_(Highway)': 'E06000042',\n",
32276         "  'Location_Easting_OSGR': 484540,\n",
32277         "  'Location_Northing_OSGR': 239330,\n",
32278         "  'Longitude': -0.768698,\n",
32279         "  'Number_of_Casualties': 1,\n",
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32281         "  'Pedestrian_Crossing-Human_Control': 0,\n",
32282         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
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32284         "  'Road_Surface_Conditions': 1,\n",
32285         "  'Road_Type': 6,\n",
32286         "  'Special_Conditions_at_Site': 0,\n",
32287         "  'Speed_limit': 30,\n",
32288         "  'Time': '08:05',\n",
32289         "  'Urban_or_Rural_Area': 1,\n",
32290         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
32291         "    'Age_Band_of_Driver': 3,\n",
32292         "    'Age_of_Vehicle': -1,\n",
32293         "    'Driver_Home_Area_Type': 1,\n",
32294         "    'Driver_IMD_Decile': 4,\n",
32295         "    'Engine_Capacity_(CC)': -1,\n",
32296         "    'Hit_Object_in_Carriageway': 0,\n",
32297         "    'Hit_Object_off_Carriageway': 0,\n",
32298         "    'Journey_Purpose_of_Driver': 4,\n",
32299         "    'Junction_Location': 1,\n",
32300         "    'Propulsion_Code': -1,\n",
32301         "    'Sex_of_Driver': 1,\n",
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32303         "    'Towing_and_Articulation': 0,\n",
32304         "    'Vehicle_Leaving_Carriageway': 0,\n",
32305         "    'Vehicle_Location-Restricted_Lane': 0,\n",
32306         "    'Vehicle_Manoeuvre': 18,\n",
32307         "    'Vehicle_Reference': 1,\n",
32308         "    'Vehicle_Type': 1,\n",
32309         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
32310         "   {'1st_Point_of_Impact': 1,\n",
32311         "    'Age_Band_of_Driver': 9,\n",
32312         "    'Age_of_Vehicle': 6,\n",
32313         "    'Driver_Home_Area_Type': 1,\n",
32314         "    'Driver_IMD_Decile': 9,\n",
32315         "    'Engine_Capacity_(CC)': 1798,\n",
32316         "    'Hit_Object_in_Carriageway': 0,\n",
32317         "    'Hit_Object_off_Carriageway': 0,\n",
32318         "    'Journey_Purpose_of_Driver': 1,\n",
32319         "    'Junction_Location': 2,\n",
32320         "    'Propulsion_Code': 1,\n",
32321         "    'Sex_of_Driver': 1,\n",
32322         "    'Skidding_and_Overturning': 0,\n",
32323         "    'Towing_and_Articulation': 0,\n",
32324         "    'Vehicle_Leaving_Carriageway': 0,\n",
32325         "    'Vehicle_Location-Restricted_Lane': 0,\n",
32326         "    'Vehicle_Manoeuvre': 4,\n",
32327         "    'Vehicle_Reference': 2,\n",
32328         "    'Vehicle_Type': 9,\n",
32329         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
32330         "  'Weather_Conditions': 1,\n",
32331         "  '_id': ObjectId('52a9c98292c4e16686d2b5f0'),\n",
32332         "  'loc': {'coordinates': [-0.768698, 52.045886], 'type': 'Point'}},\n",
32333         " {'1st_Road_Class': 5,\n",
32334         "  '1st_Road_Number': 144,\n",
32335         "  '2nd_Road_Class': 5,\n",
32336         "  '2nd_Road_Number': 157,\n",
32337         "  'Accident_Index': '201243S061072',\n",
32338         "  'Accident_Severity': 3,\n",
32339         "  'Carriageway_Hazards': 0,\n",
32340         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
32341         "    'Bus_or_Coach_Passenger': 0,\n",
32342         "    'Car_Passenger': 2,\n",
32343         "    'Casualty_Class': 2,\n",
32344         "    'Casualty_Home_Area_Type': -1,\n",
32345         "    'Casualty_Reference': 1,\n",
32346         "    'Casualty_Severity': 3,\n",
32347         "    'Casualty_Type': 9,\n",
32348         "    'Pedestrian_Location': 0,\n",
32349         "    'Pedestrian_Movement': 0,\n",
32350         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
32351         "    'Sex_of_Casualty': 1,\n",
32352         "    'Vehicle_Reference': 1},\n",
32353         "   {'Age_Band_of_Casualty': 4,\n",
32354         "    'Bus_or_Coach_Passenger': 0,\n",
32355         "    'Car_Passenger': 1,\n",
32356         "    'Casualty_Class': 2,\n",
32357         "    'Casualty_Home_Area_Type': 1,\n",
32358         "    'Casualty_Reference': 2,\n",
32359         "    'Casualty_Severity': 3,\n",
32360         "    'Casualty_Type': 9,\n",
32361         "    'Pedestrian_Location': 0,\n",
32362         "    'Pedestrian_Movement': 0,\n",
32363         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
32364         "    'Sex_of_Casualty': 1,\n",
32365         "    'Vehicle_Reference': 1}],\n",
32366         "  'Date': '02/07/2012',\n",
32367         "  'Datetime': datetime.datetime(2012, 7, 2, 20, 40),\n",
32368         "  'Day_of_Week': 2,\n",
32369         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
32370         "  'Junction_Control': 4,\n",
32371         "  'Junction_Detail': 1,\n",
32372         "  'LSOA_of_Accident_Location': 'E01016723',\n",
32373         "  'Latitude': 52.050185,\n",
32374         "  'Light_Conditions': 1,\n",
32375         "  'Local_Authority_(District)': 479,\n",
32376         "  'Local_Authority_(Highway)': 'E06000042',\n",
32377         "  'Location_Easting_OSGR': 484640,\n",
32378         "  'Location_Northing_OSGR': 239810,\n",
32379         "  'Longitude': -0.767122,\n",
32380         "  'Number_of_Casualties': 2,\n",
32381         "  'Number_of_Vehicles': 1,\n",
32382         "  'Pedestrian_Crossing-Human_Control': 0,\n",
32383         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
32384         "  'Police_Force': 43,\n",
32385         "  'Road_Surface_Conditions': 2,\n",
32386         "  'Road_Type': 3,\n",
32387         "  'Special_Conditions_at_Site': 0,\n",
32388         "  'Speed_limit': 70,\n",
32389         "  'Time': '20:40',\n",
32390         "  'Urban_or_Rural_Area': 1,\n",
32391         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
32392         "    'Age_Band_of_Driver': 4,\n",
32393         "    'Age_of_Vehicle': 12,\n",
32394         "    'Driver_Home_Area_Type': 1,\n",
32395         "    'Driver_IMD_Decile': 5,\n",
32396         "    'Engine_Capacity_(CC)': 1149,\n",
32397         "    'Hit_Object_in_Carriageway': 0,\n",
32398         "    'Hit_Object_off_Carriageway': 2,\n",
32399         "    'Journey_Purpose_of_Driver': 6,\n",
32400         "    'Junction_Location': 8,\n",
32401         "    'Propulsion_Code': 1,\n",
32402         "    'Sex_of_Driver': 1,\n",
32403         "    'Skidding_and_Overturning': 0,\n",
32404         "    'Towing_and_Articulation': 0,\n",
32405         "    'Vehicle_Leaving_Carriageway': 1,\n",
32406         "    'Vehicle_Location-Restricted_Lane': 0,\n",
32407         "    'Vehicle_Manoeuvre': 9,\n",
32408         "    'Vehicle_Reference': 1,\n",
32409         "    'Vehicle_Type': 9,\n",
32410         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
32411         "  'Weather_Conditions': 1,\n",
32412         "  '_id': ObjectId('52a9c98292c4e16686d2b6c3'),\n",
32413         "  'loc': {'coordinates': [-0.767122, 52.050185], 'type': 'Point'}},\n",
32414         " {'1st_Road_Class': 5,\n",
32415         "  '1st_Road_Number': 144,\n",
32416         "  '2nd_Road_Class': 5,\n",
32417         "  '2nd_Road_Number': 156,\n",
32418         "  'Accident_Index': '201243S096122',\n",
32419         "  'Accident_Severity': 3,\n",
32420         "  'Carriageway_Hazards': 0,\n",
32421         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
32422         "    'Bus_or_Coach_Passenger': 0,\n",
32423         "    'Car_Passenger': 0,\n",
32424         "    'Casualty_Class': 1,\n",
32425         "    'Casualty_Home_Area_Type': 1,\n",
32426         "    'Casualty_Reference': 1,\n",
32427         "    'Casualty_Severity': 3,\n",
32428         "    'Casualty_Type': 3,\n",
32429         "    'Pedestrian_Location': 0,\n",
32430         "    'Pedestrian_Movement': 0,\n",
32431         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
32432         "    'Sex_of_Casualty': 1,\n",
32433         "    'Vehicle_Reference': 1}],\n",
32434         "  'Date': '19/12/2012',\n",
32435         "  'Datetime': datetime.datetime(2012, 12, 19, 8, 26),\n",
32436         "  'Day_of_Week': 4,\n",
32437         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
32438         "  'Junction_Control': 4,\n",
32439         "  'Junction_Detail': 1,\n",
32440         "  'LSOA_of_Accident_Location': 'E01016721',\n",
32441         "  'Latitude': 52.050205,\n",
32442         "  'Light_Conditions': 1,\n",
32443         "  'Local_Authority_(District)': 479,\n",
32444         "  'Local_Authority_(Highway)': 'E06000042',\n",
32445         "  'Location_Easting_OSGR': 484689,\n",
32446         "  'Location_Northing_OSGR': 239813,\n",
32447         "  'Longitude': -0.766407,\n",
32448         "  'Number_of_Casualties': 1,\n",
32449         "  'Number_of_Vehicles': 1,\n",
32450         "  'Pedestrian_Crossing-Human_Control': 0,\n",
32451         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
32452         "  'Police_Force': 43,\n",
32453         "  'Road_Surface_Conditions': 2,\n",
32454         "  'Road_Type': 1,\n",
32455         "  'Special_Conditions_at_Site': 0,\n",
32456         "  'Speed_limit': 70,\n",
32457         "  'Time': '08:26',\n",
32458         "  'Urban_or_Rural_Area': 1,\n",
32459         "  'Vehicles': [{'1st_Point_of_Impact': 0,\n",
32460         "    'Age_Band_of_Driver': 4,\n",
32461         "    'Age_of_Vehicle': 3,\n",
32462         "    'Driver_Home_Area_Type': 1,\n",
32463         "    'Driver_IMD_Decile': 2,\n",
32464         "    'Engine_Capacity_(CC)': 125,\n",
32465         "    'Hit_Object_in_Carriageway': 0,\n",
32466         "    'Hit_Object_off_Carriageway': 0,\n",
32467         "    'Journey_Purpose_of_Driver': 6,\n",
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32470         "    'Sex_of_Driver': 1,\n",
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32479         "  'Weather_Conditions': 1,\n",
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32482         " {'1st_Road_Class': 6,\n",
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32484         "  '2nd_Road_Class': 6,\n",
32485         "  '2nd_Road_Number': 1132,\n",
32486         "  'Accident_Index': '201243S050072',\n",
32487         "  'Accident_Severity': 3,\n",
32488         "  'Carriageway_Hazards': 0,\n",
32489         "  'Casualties': [{'Age_Band_of_Casualty': 3,\n",
32490         "    'Bus_or_Coach_Passenger': 0,\n",
32491         "    'Car_Passenger': 0,\n",
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32500         "    'Sex_of_Casualty': 1,\n",
32501         "    'Vehicle_Reference': 1}],\n",
32502         "  'Date': '08/07/2012',\n",
32503         "  'Datetime': datetime.datetime(2012, 7, 8, 20, 20),\n",
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32509         "  'Latitude': 52.045319,\n",
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32511         "  'Local_Authority_(District)': 479,\n",
32512         "  'Local_Authority_(Highway)': 'E06000042',\n",
32513         "  'Location_Easting_OSGR': 484720,\n",
32514         "  'Location_Northing_OSGR': 239270,\n",
32515         "  'Longitude': -0.766089,\n",
32516         "  'Number_of_Casualties': 1,\n",
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32524         "  'Speed_limit': 30,\n",
32525         "  'Time': '20:20',\n",
32526         "  'Urban_or_Rural_Area': 1,\n",
32527         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
32528         "    'Age_Band_of_Driver': 9,\n",
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32550         " {'1st_Road_Class': 6,\n",
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32552         "  '2nd_Road_Class': 6,\n",
32553         "  '2nd_Road_Number': 1132,\n",
32554         "  'Accident_Index': '201243S055112',\n",
32555         "  'Accident_Severity': 3,\n",
32556         "  'Carriageway_Hazards': 0,\n",
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32559         "    'Car_Passenger': 0,\n",
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32567         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
32568         "    'Sex_of_Casualty': 2,\n",
32569         "    'Vehicle_Reference': 2}],\n",
32570         "  'Date': '02/11/2012',\n",
32571         "  'Datetime': datetime.datetime(2012, 11, 2, 8, 30),\n",
32572         "  'Day_of_Week': 6,\n",
32573         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
32574         "  'Junction_Control': 4,\n",
32575         "  'Junction_Detail': 3,\n",
32576         "  'LSOA_of_Accident_Location': 'E01016724',\n",
32577         "  'Latitude': 52.045084,\n",
32578         "  'Light_Conditions': 1,\n",
32579         "  'Local_Authority_(District)': 479,\n",
32580         "  'Local_Authority_(Highway)': 'E06000042',\n",
32581         "  'Location_Easting_OSGR': 484490,\n",
32582         "  'Location_Northing_OSGR': 239240,\n",
32583         "  'Longitude': -0.76945,\n",
32584         "  'Number_of_Casualties': 1,\n",
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32587         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
32588         "  'Police_Force': 43,\n",
32589         "  'Road_Surface_Conditions': 1,\n",
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32591         "  'Special_Conditions_at_Site': 0,\n",
32592         "  'Speed_limit': 30,\n",
32593         "  'Time': '08:30',\n",
32594         "  'Urban_or_Rural_Area': 1,\n",
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32596         "    'Age_Band_of_Driver': 6,\n",
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32598         "    'Driver_Home_Area_Type': 1,\n",
32599         "    'Driver_IMD_Decile': 4,\n",
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32601         "    'Hit_Object_in_Carriageway': 0,\n",
32602         "    'Hit_Object_off_Carriageway': 0,\n",
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32605         "    'Propulsion_Code': 1,\n",
32606         "    'Sex_of_Driver': 2,\n",
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32608         "    'Towing_and_Articulation': 0,\n",
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32615         "   {'1st_Point_of_Impact': 1,\n",
32616         "    'Age_Band_of_Driver': 8,\n",
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32618         "    'Driver_Home_Area_Type': 1,\n",
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32621         "    'Hit_Object_in_Carriageway': 0,\n",
32622         "    'Hit_Object_off_Carriageway': 0,\n",
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32624         "    'Junction_Location': 1,\n",
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32626         "    'Sex_of_Driver': 2,\n",
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32629         "    'Vehicle_Leaving_Carriageway': 0,\n",
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32637         "  'loc': {'coordinates': [-0.76945, 52.045084], 'type': 'Point'}},\n",
32638         " {'1st_Road_Class': 6,\n",
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32640         "  '2nd_Road_Class': 6,\n",
32641         "  '2nd_Road_Number': 1132,\n",
32642         "  'Accident_Index': '201243S003122',\n",
32643         "  'Accident_Severity': 3,\n",
32644         "  'Carriageway_Hazards': 0,\n",
32645         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
32646         "    'Bus_or_Coach_Passenger': 0,\n",
32647         "    'Car_Passenger': 0,\n",
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32649         "    'Casualty_Home_Area_Type': 1,\n",
32650         "    'Casualty_Reference': 1,\n",
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32652         "    'Casualty_Type': 0,\n",
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32655         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
32656         "    'Sex_of_Casualty': 1,\n",
32657         "    'Vehicle_Reference': 1}],\n",
32658         "  'Date': '02/12/2012',\n",
32659         "  'Datetime': datetime.datetime(2012, 12, 2, 0, 25),\n",
32660         "  'Day_of_Week': 1,\n",
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32662         "  'Junction_Control': 4,\n",
32663         "  'Junction_Detail': 1,\n",
32664         "  'LSOA_of_Accident_Location': 'E01016724',\n",
32665         "  'Latitude': 52.044647,\n",
32666         "  'Light_Conditions': 4,\n",
32667         "  'Local_Authority_(District)': 479,\n",
32668         "  'Local_Authority_(Highway)': 'E06000042',\n",
32669         "  'Location_Easting_OSGR': 484413,\n",
32670         "  'Location_Northing_OSGR': 239190,\n",
32671         "  'Longitude': -0.770584,\n",
32672         "  'Number_of_Casualties': 1,\n",
32673         "  'Number_of_Vehicles': 1,\n",
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32675         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
32676         "  'Police_Force': 43,\n",
32677         "  'Road_Surface_Conditions': 2,\n",
32678         "  'Road_Type': 1,\n",
32679         "  'Special_Conditions_at_Site': 0,\n",
32680         "  'Speed_limit': 30,\n",
32681         "  'Time': '00:25',\n",
32682         "  'Urban_or_Rural_Area': 1,\n",
32683         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
32684         "    'Age_Band_of_Driver': -1,\n",
32685         "    'Age_of_Vehicle': -1,\n",
32686         "    'Driver_Home_Area_Type': -1,\n",
32687         "    'Driver_IMD_Decile': -1,\n",
32688         "    'Engine_Capacity_(CC)': -1,\n",
32689         "    'Hit_Object_in_Carriageway': 0,\n",
32690         "    'Hit_Object_off_Carriageway': 0,\n",
32691         "    'Journey_Purpose_of_Driver': 6,\n",
32692         "    'Junction_Location': 3,\n",
32693         "    'Propulsion_Code': -1,\n",
32694         "    'Sex_of_Driver': 3,\n",
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32696         "    'Towing_and_Articulation': 0,\n",
32697         "    'Vehicle_Leaving_Carriageway': 0,\n",
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32701         "    'Vehicle_Type': 9,\n",
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32703         "  'Weather_Conditions': 1,\n",
32704         "  '_id': ObjectId('52a9c98292c4e16686d2b5c4'),\n",
32705         "  'loc': {'coordinates': [-0.770584, 52.044647], 'type': 'Point'}},\n",
32706         " {'1st_Road_Class': 6,\n",
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32708         "  '2nd_Road_Class': 6,\n",
32709         "  '2nd_Road_Number': 1098,\n",
32710         "  'Accident_Index': '201243S140012',\n",
32711         "  'Accident_Severity': 3,\n",
32712         "  'Carriageway_Hazards': 0,\n",
32713         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
32714         "    'Bus_or_Coach_Passenger': 0,\n",
32715         "    'Car_Passenger': 0,\n",
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32718         "    'Casualty_Reference': 1,\n",
32719         "    'Casualty_Severity': 3,\n",
32720         "    'Casualty_Type': 1,\n",
32721         "    'Pedestrian_Location': 0,\n",
32722         "    'Pedestrian_Movement': 0,\n",
32723         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
32724         "    'Sex_of_Casualty': 2,\n",
32725         "    'Vehicle_Reference': 1}],\n",
32726         "  'Date': '25/01/2012',\n",
32727         "  'Datetime': datetime.datetime(2012, 1, 25, 16, 50),\n",
32728         "  'Day_of_Week': 4,\n",
32729         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
32730         "  'Junction_Control': 4,\n",
32731         "  'Junction_Detail': 6,\n",
32732         "  'LSOA_of_Accident_Location': 'E01016730',\n",
32733         "  'Latitude': 52.037989,\n",
32734         "  'Light_Conditions': 7,\n",
32735         "  'Local_Authority_(District)': 479,\n",
32736         "  'Local_Authority_(Highway)': 'E06000042',\n",
32737         "  'Location_Easting_OSGR': 484450,\n",
32738         "  'Location_Northing_OSGR': 238450,\n",
32739         "  'Longitude': -0.770228,\n",
32740         "  'Number_of_Casualties': 1,\n",
32741         "  'Number_of_Vehicles': 2,\n",
32742         "  'Pedestrian_Crossing-Human_Control': 0,\n",
32743         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
32744         "  'Police_Force': 43,\n",
32745         "  'Road_Surface_Conditions': 1,\n",
32746         "  'Road_Type': 6,\n",
32747         "  'Special_Conditions_at_Site': 0,\n",
32748         "  'Speed_limit': 30,\n",
32749         "  'Time': '16:50',\n",
32750         "  'Urban_or_Rural_Area': 1,\n",
32751         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
32752         "    'Age_Band_of_Driver': 6,\n",
32753         "    'Age_of_Vehicle': -1,\n",
32754         "    'Driver_Home_Area_Type': 1,\n",
32755         "    'Driver_IMD_Decile': 2,\n",
32756         "    'Engine_Capacity_(CC)': -1,\n",
32757         "    'Hit_Object_in_Carriageway': 0,\n",
32758         "    'Hit_Object_off_Carriageway': 0,\n",
32759         "    'Journey_Purpose_of_Driver': 1,\n",
32760         "    'Junction_Location': 1,\n",
32761         "    'Propulsion_Code': -1,\n",
32762         "    'Sex_of_Driver': 2,\n",
32763         "    'Skidding_and_Overturning': 0,\n",
32764         "    'Towing_and_Articulation': 0,\n",
32765         "    'Vehicle_Leaving_Carriageway': 0,\n",
32766         "    'Vehicle_Location-Restricted_Lane': 0,\n",
32767         "    'Vehicle_Manoeuvre': 18,\n",
32768         "    'Vehicle_Reference': 1,\n",
32769         "    'Vehicle_Type': 1,\n",
32770         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
32771         "   {'1st_Point_of_Impact': 3,\n",
32772         "    'Age_Band_of_Driver': 8,\n",
32773         "    'Age_of_Vehicle': 4,\n",
32774         "    'Driver_Home_Area_Type': 1,\n",
32775         "    'Driver_IMD_Decile': 2,\n",
32776         "    'Engine_Capacity_(CC)': 2204,\n",
32777         "    'Hit_Object_in_Carriageway': 0,\n",
32778         "    'Hit_Object_off_Carriageway': 0,\n",
32779         "    'Journey_Purpose_of_Driver': 1,\n",
32780         "    'Junction_Location': 8,\n",
32781         "    'Propulsion_Code': 2,\n",
32782         "    'Sex_of_Driver': 1,\n",
32783         "    'Skidding_and_Overturning': 0,\n",
32784         "    'Towing_and_Articulation': 0,\n",
32785         "    'Vehicle_Leaving_Carriageway': 0,\n",
32786         "    'Vehicle_Location-Restricted_Lane': 0,\n",
32787         "    'Vehicle_Manoeuvre': 18,\n",
32788         "    'Vehicle_Reference': 2,\n",
32789         "    'Vehicle_Type': 9,\n",
32790         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
32791         "  'Weather_Conditions': 1,\n",
32792         "  '_id': ObjectId('52a9c98292c4e16686d2b839'),\n",
32793         "  'loc': {'coordinates': [-0.770228, 52.037989], 'type': 'Point'}},\n",
32794         " {'1st_Road_Class': 6,\n",
32795         "  '1st_Road_Number': 8106,\n",
32796         "  '2nd_Road_Class': 6,\n",
32797         "  '2nd_Road_Number': 1098,\n",
32798         "  'Accident_Index': '201243S077032',\n",
32799         "  'Accident_Severity': 3,\n",
32800         "  'Carriageway_Hazards': 0,\n",
32801         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
32802         "    'Bus_or_Coach_Passenger': 0,\n",
32803         "    'Car_Passenger': 0,\n",
32804         "    'Casualty_Class': 1,\n",
32805         "    'Casualty_Home_Area_Type': 1,\n",
32806         "    'Casualty_Reference': 1,\n",
32807         "    'Casualty_Severity': 3,\n",
32808         "    'Casualty_Type': 9,\n",
32809         "    'Pedestrian_Location': 0,\n",
32810         "    'Pedestrian_Movement': 0,\n",
32811         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
32812         "    'Sex_of_Casualty': 2,\n",
32813         "    'Vehicle_Reference': 1},\n",
32814         "   {'Age_Band_of_Casualty': 8,\n",
32815         "    'Bus_or_Coach_Passenger': 0,\n",
32816         "    'Car_Passenger': 0,\n",
32817         "    'Casualty_Class': 1,\n",
32818         "    'Casualty_Home_Area_Type': 1,\n",
32819         "    'Casualty_Reference': 2,\n",
32820         "    'Casualty_Severity': 3,\n",
32821         "    'Casualty_Type': 9,\n",
32822         "    'Pedestrian_Location': 0,\n",
32823         "    'Pedestrian_Movement': 0,\n",
32824         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
32825         "    'Sex_of_Casualty': 1,\n",
32826         "    'Vehicle_Reference': 2}],\n",
32827         "  'Date': '14/03/2012',\n",
32828         "  'Datetime': datetime.datetime(2012, 3, 14, 10, 10),\n",
32829         "  'Day_of_Week': 4,\n",
32830         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
32831         "  'Junction_Control': 4,\n",
32832         "  'Junction_Detail': 6,\n",
32833         "  'LSOA_of_Accident_Location': 'E01016730',\n",
32834         "  'Latitude': 52.038354,\n",
32835         "  'Light_Conditions': 1,\n",
32836         "  'Local_Authority_(District)': 479,\n",
32837         "  'Local_Authority_(Highway)': 'E06000042',\n",
32838         "  'Location_Easting_OSGR': 484420,\n",
32839         "  'Location_Northing_OSGR': 238490,\n",
32840         "  'Longitude': -0.770655,\n",
32841         "  'Number_of_Casualties': 2,\n",
32842         "  'Number_of_Vehicles': 2,\n",
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32847         "  'Road_Type': 3,\n",
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32849         "  'Speed_limit': 30,\n",
32850         "  'Time': '10:10',\n",
32851         "  'Urban_or_Rural_Area': 1,\n",
32852         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
32853         "    'Age_Band_of_Driver': 5,\n",
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32855         "    'Driver_Home_Area_Type': 1,\n",
32856         "    'Driver_IMD_Decile': 8,\n",
32857         "    'Engine_Capacity_(CC)': 1995,\n",
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32859         "    'Hit_Object_off_Carriageway': 0,\n",
32860         "    'Journey_Purpose_of_Driver': 2,\n",
32861         "    'Junction_Location': 8,\n",
32862         "    'Propulsion_Code': 2,\n",
32863         "    'Sex_of_Driver': 2,\n",
32864         "    'Skidding_and_Overturning': 0,\n",
32865         "    'Towing_and_Articulation': 0,\n",
32866         "    'Vehicle_Leaving_Carriageway': 0,\n",
32867         "    'Vehicle_Location-Restricted_Lane': 0,\n",
32868         "    'Vehicle_Manoeuvre': 18,\n",
32869         "    'Vehicle_Reference': 1,\n",
32870         "    'Vehicle_Type': 9,\n",
32871         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
32872         "   {'1st_Point_of_Impact': 3,\n",
32873         "    'Age_Band_of_Driver': 8,\n",
32874         "    'Age_of_Vehicle': 16,\n",
32875         "    'Driver_Home_Area_Type': 1,\n",
32876         "    'Driver_IMD_Decile': 5,\n",
32877         "    'Engine_Capacity_(CC)': 1589,\n",
32878         "    'Hit_Object_in_Carriageway': 0,\n",
32879         "    'Hit_Object_off_Carriageway': 0,\n",
32880         "    'Journey_Purpose_of_Driver': 1,\n",
32881         "    'Junction_Location': 1,\n",
32882         "    'Propulsion_Code': 1,\n",
32883         "    'Sex_of_Driver': 1,\n",
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32885         "    'Towing_and_Articulation': 0,\n",
32886         "    'Vehicle_Leaving_Carriageway': 0,\n",
32887         "    'Vehicle_Location-Restricted_Lane': 0,\n",
32888         "    'Vehicle_Manoeuvre': 18,\n",
32889         "    'Vehicle_Reference': 2,\n",
32890         "    'Vehicle_Type': 9,\n",
32891         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
32892         "  'Weather_Conditions': 1,\n",
32893         "  '_id': ObjectId('52a9c98292c4e16686d2b70f'),\n",
32894         "  'loc': {'coordinates': [-0.770655, 52.038354], 'type': 'Point'}},\n",
32895         " {'1st_Road_Class': 6,\n",
32896         "  '1st_Road_Number': 8106,\n",
32897         "  '2nd_Road_Class': 6,\n",
32898         "  '2nd_Road_Number': 1098,\n",
32899         "  'Accident_Index': '201243S031042',\n",
32900         "  'Accident_Severity': 3,\n",
32901         "  'Carriageway_Hazards': 0,\n",
32902         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
32903         "    'Bus_or_Coach_Passenger': 0,\n",
32904         "    'Car_Passenger': 0,\n",
32905         "    'Casualty_Class': 1,\n",
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32907         "    'Casualty_Reference': 1,\n",
32908         "    'Casualty_Severity': 3,\n",
32909         "    'Casualty_Type': 9,\n",
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32912         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
32913         "    'Sex_of_Casualty': 2,\n",
32914         "    'Vehicle_Reference': 2}],\n",
32915         "  'Date': '10/04/2012',\n",
32916         "  'Datetime': datetime.datetime(2012, 4, 10, 8, 27),\n",
32917         "  'Day_of_Week': 3,\n",
32918         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
32919         "  'Junction_Control': 4,\n",
32920         "  'Junction_Detail': 6,\n",
32921         "  'LSOA_of_Accident_Location': 'E01016730',\n",
32922         "  'Latitude': 52.038354,\n",
32923         "  'Light_Conditions': 1,\n",
32924         "  'Local_Authority_(District)': 479,\n",
32925         "  'Local_Authority_(Highway)': 'E06000042',\n",
32926         "  'Location_Easting_OSGR': 484420,\n",
32927         "  'Location_Northing_OSGR': 238490,\n",
32928         "  'Longitude': -0.770655,\n",
32929         "  'Number_of_Casualties': 1,\n",
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32937         "  'Speed_limit': 30,\n",
32938         "  'Time': '08:27',\n",
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32942         "    'Age_of_Vehicle': 17,\n",
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32946         "    'Hit_Object_in_Carriageway': 0,\n",
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32948         "    'Journey_Purpose_of_Driver': 2,\n",
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32950         "    'Propulsion_Code': 1,\n",
32951         "    'Sex_of_Driver': 2,\n",
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32954         "    'Vehicle_Leaving_Carriageway': 0,\n",
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32960         "   {'1st_Point_of_Impact': 3,\n",
32961         "    'Age_Band_of_Driver': 6,\n",
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32966         "    'Hit_Object_in_Carriageway': 0,\n",
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32983         " {'1st_Road_Class': 6,\n",
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32985         "  '2nd_Road_Class': -1,\n",
32986         "  '2nd_Road_Number': 0,\n",
32987         "  'Accident_Index': '201243S024052',\n",
32988         "  'Accident_Severity': 3,\n",
32989         "  'Carriageway_Hazards': 0,\n",
32990         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
32991         "    'Bus_or_Coach_Passenger': 0,\n",
32992         "    'Car_Passenger': 0,\n",
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32997         "    'Casualty_Type': 0,\n",
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33000         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
33001         "    'Sex_of_Casualty': 1,\n",
33002         "    'Vehicle_Reference': 1}],\n",
33003         "  'Date': '03/05/2012',\n",
33004         "  'Datetime': datetime.datetime(2012, 5, 3, 9, 55),\n",
33005         "  'Day_of_Week': 5,\n",
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33009         "  'LSOA_of_Accident_Location': 'E01016730',\n",
33010         "  'Latitude': 52.037056,\n",
33011         "  'Light_Conditions': 1,\n",
33012         "  'Local_Authority_(District)': 479,\n",
33013         "  'Local_Authority_(Highway)': 'E06000042',\n",
33014         "  'Location_Easting_OSGR': 484680,\n",
33015         "  'Location_Northing_OSGR': 238350,\n",
33016         "  'Longitude': -0.7669,\n",
33017         "  'Number_of_Casualties': 1,\n",
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33020         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
33021         "  'Police_Force': 43,\n",
33022         "  'Road_Surface_Conditions': 2,\n",
33023         "  'Road_Type': 6,\n",
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33025         "  'Speed_limit': 30,\n",
33026         "  'Time': '09:55',\n",
33027         "  'Urban_or_Rural_Area': 1,\n",
33028         "  'Vehicles': [{'1st_Point_of_Impact': 2,\n",
33029         "    'Age_Band_of_Driver': -1,\n",
33030         "    'Age_of_Vehicle': -1,\n",
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33034         "    'Hit_Object_in_Carriageway': 0,\n",
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33052         "  '1st_Road_Number': 156,\n",
33053         "  '2nd_Road_Class': 6,\n",
33054         "  '2nd_Road_Number': 8096,\n",
33055         "  'Accident_Index': '201243S014052',\n",
33056         "  'Accident_Severity': 3,\n",
33057         "  'Carriageway_Hazards': 0,\n",
33058         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
33059         "    'Bus_or_Coach_Passenger': 0,\n",
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33069         "    'Sex_of_Casualty': 1,\n",
33070         "    'Vehicle_Reference': 2}],\n",
33071         "  'Date': '05/05/2012',\n",
33072         "  'Datetime': datetime.datetime(2012, 5, 5, 12, 51),\n",
33073         "  'Day_of_Week': 7,\n",
33074         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
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33076         "  'Junction_Detail': 1,\n",
33077         "  'LSOA_of_Accident_Location': 'E01016730',\n",
33078         "  'Latitude': 52.035652,\n",
33079         "  'Light_Conditions': 1,\n",
33080         "  'Local_Authority_(District)': 479,\n",
33081         "  'Local_Authority_(Highway)': 'E06000042',\n",
33082         "  'Location_Easting_OSGR': 484450,\n",
33083         "  'Location_Northing_OSGR': 238190,\n",
33084         "  'Longitude': -0.770292,\n",
33085         "  'Number_of_Casualties': 1,\n",
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33088         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
33089         "  'Police_Force': 43,\n",
33090         "  'Road_Surface_Conditions': 1,\n",
33091         "  'Road_Type': 3,\n",
33092         "  'Special_Conditions_at_Site': 0,\n",
33093         "  'Speed_limit': 30,\n",
33094         "  'Time': '12:51',\n",
33095         "  'Urban_or_Rural_Area': 1,\n",
33096         "  'Vehicles': [{'1st_Point_of_Impact': 2,\n",
33097         "    'Age_Band_of_Driver': 10,\n",
33098         "    'Age_of_Vehicle': 6,\n",
33099         "    'Driver_Home_Area_Type': 1,\n",
33100         "    'Driver_IMD_Decile': 10,\n",
33101         "    'Engine_Capacity_(CC)': 1364,\n",
33102         "    'Hit_Object_in_Carriageway': 0,\n",
33103         "    'Hit_Object_off_Carriageway': 0,\n",
33104         "    'Journey_Purpose_of_Driver': 6,\n",
33105         "    'Junction_Location': 1,\n",
33106         "    'Propulsion_Code': 1,\n",
33107         "    'Sex_of_Driver': 2,\n",
33108         "    'Skidding_and_Overturning': 0,\n",
33109         "    'Towing_and_Articulation': 0,\n",
33110         "    'Vehicle_Leaving_Carriageway': 0,\n",
33111         "    'Vehicle_Location-Restricted_Lane': 0,\n",
33112         "    'Vehicle_Manoeuvre': 4,\n",
33113         "    'Vehicle_Reference': 1,\n",
33114         "    'Vehicle_Type': 9,\n",
33115         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
33116         "   {'1st_Point_of_Impact': 1,\n",
33117         "    'Age_Band_of_Driver': 6,\n",
33118         "    'Age_of_Vehicle': -1,\n",
33119         "    'Driver_Home_Area_Type': 1,\n",
33120         "    'Driver_IMD_Decile': 6,\n",
33121         "    'Engine_Capacity_(CC)': -1,\n",
33122         "    'Hit_Object_in_Carriageway': 0,\n",
33123         "    'Hit_Object_off_Carriageway': 0,\n",
33124         "    'Journey_Purpose_of_Driver': 6,\n",
33125         "    'Junction_Location': 1,\n",
33126         "    'Propulsion_Code': -1,\n",
33127         "    'Sex_of_Driver': 1,\n",
33128         "    'Skidding_and_Overturning': 0,\n",
33129         "    'Towing_and_Articulation': 0,\n",
33130         "    'Vehicle_Leaving_Carriageway': 0,\n",
33131         "    'Vehicle_Location-Restricted_Lane': 0,\n",
33132         "    'Vehicle_Manoeuvre': 18,\n",
33133         "    'Vehicle_Reference': 2,\n",
33134         "    'Vehicle_Type': 1,\n",
33135         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
33136         "  'Weather_Conditions': 1,\n",
33137         "  '_id': ObjectId('52a9c98292c4e16686d2b5e9'),\n",
33138         "  'loc': {'coordinates': [-0.770292, 52.035652], 'type': 'Point'}},\n",
33139         " {'1st_Road_Class': 6,\n",
33140         "  '1st_Road_Number': 8106,\n",
33141         "  '2nd_Road_Class': 6,\n",
33142         "  '2nd_Road_Number': 1098,\n",
33143         "  'Accident_Index': '201243S091052',\n",
33144         "  'Accident_Severity': 3,\n",
33145         "  'Carriageway_Hazards': 0,\n",
33146         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
33147         "    'Bus_or_Coach_Passenger': 0,\n",
33148         "    'Car_Passenger': 1,\n",
33149         "    'Casualty_Class': 2,\n",
33150         "    'Casualty_Home_Area_Type': 1,\n",
33151         "    'Casualty_Reference': 2,\n",
33152         "    'Casualty_Severity': 3,\n",
33153         "    'Casualty_Type': 9,\n",
33154         "    'Pedestrian_Location': 0,\n",
33155         "    'Pedestrian_Movement': 0,\n",
33156         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
33157         "    'Sex_of_Casualty': 2,\n",
33158         "    'Vehicle_Reference': 1},\n",
33159         "   {'Age_Band_of_Casualty': 7,\n",
33160         "    'Bus_or_Coach_Passenger': 0,\n",
33161         "    'Car_Passenger': 0,\n",
33162         "    'Casualty_Class': 1,\n",
33163         "    'Casualty_Home_Area_Type': 3,\n",
33164         "    'Casualty_Reference': 1,\n",
33165         "    'Casualty_Severity': 3,\n",
33166         "    'Casualty_Type': 9,\n",
33167         "    'Pedestrian_Location': 0,\n",
33168         "    'Pedestrian_Movement': 0,\n",
33169         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
33170         "    'Sex_of_Casualty': 2,\n",
33171         "    'Vehicle_Reference': 2}],\n",
33172         "  'Date': '21/05/2012',\n",
33173         "  'Datetime': datetime.datetime(2012, 5, 21, 13, 57),\n",
33174         "  'Day_of_Week': 2,\n",
33175         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
33176         "  'Junction_Control': 2,\n",
33177         "  'Junction_Detail': 6,\n",
33178         "  'LSOA_of_Accident_Location': 'E01016730',\n",
33179         "  'Latitude': 52.039933,\n",
33180         "  'Light_Conditions': 1,\n",
33181         "  'Local_Authority_(District)': 479,\n",
33182         "  'Local_Authority_(Highway)': 'E06000042',\n",
33183         "  'Location_Easting_OSGR': 484670,\n",
33184         "  'Location_Northing_OSGR': 238670,\n",
33185         "  'Longitude': -0.766967,\n",
33186         "  'Number_of_Casualties': 2,\n",
33187         "  'Number_of_Vehicles': 2,\n",
33188         "  'Pedestrian_Crossing-Human_Control': 0,\n",
33189         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
33190         "  'Police_Force': 43,\n",
33191         "  'Road_Surface_Conditions': 1,\n",
33192         "  'Road_Type': 3,\n",
33193         "  'Special_Conditions_at_Site': 0,\n",
33194         "  'Speed_limit': 30,\n",
33195         "  'Time': '13:57',\n",
33196         "  'Urban_or_Rural_Area': 1,\n",
33197         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
33198         "    'Age_Band_of_Driver': 6,\n",
33199         "    'Age_of_Vehicle': 7,\n",
33200         "    'Driver_Home_Area_Type': 3,\n",
33201         "    'Driver_IMD_Decile': 10,\n",
33202         "    'Engine_Capacity_(CC)': 1796,\n",
33203         "    'Hit_Object_in_Carriageway': 0,\n",
33204         "    'Hit_Object_off_Carriageway': 0,\n",
33205         "    'Journey_Purpose_of_Driver': 6,\n",
33206         "    'Junction_Location': 8,\n",
33207         "    'Propulsion_Code': 1,\n",
33208         "    'Sex_of_Driver': 2,\n",
33209         "    'Skidding_and_Overturning': 0,\n",
33210         "    'Towing_and_Articulation': 0,\n",
33211         "    'Vehicle_Leaving_Carriageway': 0,\n",
33212         "    'Vehicle_Location-Restricted_Lane': 0,\n",
33213         "    'Vehicle_Manoeuvre': 18,\n",
33214         "    'Vehicle_Reference': 1,\n",
33215         "    'Vehicle_Type': 9,\n",
33216         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
33217         "   {'1st_Point_of_Impact': 3,\n",
33218         "    'Age_Band_of_Driver': 7,\n",
33219         "    'Age_of_Vehicle': 1,\n",
33220         "    'Driver_Home_Area_Type': 3,\n",
33221         "    'Driver_IMD_Decile': 8,\n",
33222         "    'Engine_Capacity_(CC)': 1198,\n",
33223         "    'Hit_Object_in_Carriageway': 0,\n",
33224         "    'Hit_Object_off_Carriageway': 0,\n",
33225         "    'Journey_Purpose_of_Driver': 6,\n",
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33242         "  '2nd_Road_Class': 6,\n",
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33244         "  'Accident_Index': '201243S068072',\n",
33245         "  'Accident_Severity': 2,\n",
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33259         "    'Vehicle_Reference': 2}],\n",
33260         "  'Date': '09/07/2012',\n",
33261         "  'Datetime': datetime.datetime(2012, 7, 9, 17, 30),\n",
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33272         "  'Location_Northing_OSGR': 238150,\n",
33273         "  'Longitude': -0.768844,\n",
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33305         "   {'1st_Point_of_Impact': 4,\n",
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33332         "  'Accident_Index': '201243S080032',\n",
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33347         "    'Vehicle_Reference': 2}],\n",
33348         "  'Date': '11/03/2012',\n",
33349         "  'Datetime': datetime.datetime(2012, 3, 11, 12, 0),\n",
33350         "  'Day_of_Week': 1,\n",
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33355         "  'Latitude': 52.038996,\n",
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33359         "  'Location_Easting_OSGR': 484920,\n",
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33371         "  'Time': '12:00',\n",
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33383         "    'Propulsion_Code': 2,\n",
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33420         "  'Accident_Index': '201243S027042',\n",
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33435         "    'Vehicle_Reference': 1}],\n",
33436         "  'Date': '07/04/2012',\n",
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33443         "  'Latitude': 52.037837,\n",
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33447         "  'Location_Easting_OSGR': 484860,\n",
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33459         "  'Time': '12:47',\n",
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33481         "   {'1st_Point_of_Impact': 1,\n",
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33508         "  'Accident_Index': '201243S064042',\n",
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33523         "    'Vehicle_Reference': 1}],\n",
33524         "  'Date': '20/04/2012',\n",
33525         "  'Datetime': datetime.datetime(2012, 4, 20, 7, 25),\n",
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33531         "  'Latitude': 52.036978,\n",
33532         "  'Light_Conditions': 1,\n",
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33534         "  'Local_Authority_(Highway)': 'E06000042',\n",
33535         "  'Location_Easting_OSGR': 485190,\n",
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33537         "  'Longitude': -0.759467,\n",
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33546         "  'Speed_limit': 30,\n",
33547         "  'Time': '07:25',\n",
33548         "  'Urban_or_Rural_Area': 1,\n",
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33560         "    'Sex_of_Driver': 1,\n",
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33591         "  'loc': {'coordinates': [-0.759467, 52.036978], 'type': 'Point'}},\n",
33592         " {'1st_Road_Class': 6,\n",
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33595         "  '2nd_Road_Number': 0,\n",
33596         "  'Accident_Index': '201243S132072',\n",
33597         "  'Accident_Severity': 3,\n",
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33599         "  'Casualties': [{'Age_Band_of_Casualty': 2,\n",
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33601         "    'Car_Passenger': 0,\n",
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33612         "   {'Age_Band_of_Casualty': 7,\n",
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33614         "    'Car_Passenger': 0,\n",
33615         "    'Casualty_Class': 1,\n",
33616         "    'Casualty_Home_Area_Type': 1,\n",
33617         "    'Casualty_Reference': 2,\n",
33618         "    'Casualty_Severity': 3,\n",
33619         "    'Casualty_Type': 90,\n",
33620         "    'Pedestrian_Location': 0,\n",
33621         "    'Pedestrian_Movement': 0,\n",
33622         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
33623         "    'Sex_of_Casualty': 1,\n",
33624         "    'Vehicle_Reference': 1}],\n",
33625         "  'Date': '31/07/2012',\n",
33626         "  'Datetime': datetime.datetime(2012, 7, 31, 9, 29),\n",
33627         "  'Day_of_Week': 3,\n",
33628         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
33629         "  'Junction_Control': -1,\n",
33630         "  'Junction_Detail': 0,\n",
33631         "  'LSOA_of_Accident_Location': 'E01016730',\n",
33632         "  'Latitude': 52.039344,\n",
33633         "  'Light_Conditions': 1,\n",
33634         "  'Local_Authority_(District)': 479,\n",
33635         "  'Local_Authority_(Highway)': 'E06000042',\n",
33636         "  'Location_Easting_OSGR': 485000,\n",
33637         "  'Location_Northing_OSGR': 238610,\n",
33638         "  'Longitude': -0.762171,\n",
33639         "  'Number_of_Casualties': 2,\n",
33640         "  'Number_of_Vehicles': 1,\n",
33641         "  'Pedestrian_Crossing-Human_Control': 0,\n",
33642         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
33643         "  'Police_Force': 43,\n",
33644         "  'Road_Surface_Conditions': 2,\n",
33645         "  'Road_Type': 3,\n",
33646         "  'Special_Conditions_at_Site': 0,\n",
33647         "  'Speed_limit': 30,\n",
33648         "  'Time': '09:29',\n",
33649         "  'Urban_or_Rural_Area': 1,\n",
33650         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
33651         "    'Age_Band_of_Driver': 7,\n",
33652         "    'Age_of_Vehicle': -1,\n",
33653         "    'Driver_Home_Area_Type': 1,\n",
33654         "    'Driver_IMD_Decile': 9,\n",
33655         "    'Engine_Capacity_(CC)': -1,\n",
33656         "    'Hit_Object_in_Carriageway': 0,\n",
33657         "    'Hit_Object_off_Carriageway': 0,\n",
33658         "    'Journey_Purpose_of_Driver': 1,\n",
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33660         "    'Propulsion_Code': -1,\n",
33661         "    'Sex_of_Driver': 1,\n",
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33663         "    'Towing_and_Articulation': 0,\n",
33664         "    'Vehicle_Leaving_Carriageway': 0,\n",
33665         "    'Vehicle_Location-Restricted_Lane': 0,\n",
33666         "    'Vehicle_Manoeuvre': 18,\n",
33667         "    'Vehicle_Reference': 1,\n",
33668         "    'Vehicle_Type': 90,\n",
33669         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
33670         "  'Weather_Conditions': 2,\n",
33671         "  '_id': ObjectId('52a9c98292c4e16686d2b822'),\n",
33672         "  'loc': {'coordinates': [-0.762171, 52.039344], 'type': 'Point'}},\n",
33673         " {'1st_Road_Class': 6,\n",
33674         "  '1st_Road_Number': 1098,\n",
33675         "  '2nd_Road_Class': -1,\n",
33676         "  '2nd_Road_Number': -1,\n",
33677         "  'Accident_Index': '201243S033082',\n",
33678         "  'Accident_Severity': 3,\n",
33679         "  'Carriageway_Hazards': 0,\n",
33680         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
33681         "    'Bus_or_Coach_Passenger': 0,\n",
33682         "    'Car_Passenger': 0,\n",
33683         "    'Casualty_Class': 1,\n",
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33685         "    'Casualty_Reference': 1,\n",
33686         "    'Casualty_Severity': 3,\n",
33687         "    'Casualty_Type': 9,\n",
33688         "    'Pedestrian_Location': 0,\n",
33689         "    'Pedestrian_Movement': 0,\n",
33690         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
33691         "    'Sex_of_Casualty': 2,\n",
33692         "    'Vehicle_Reference': 2}],\n",
33693         "  'Date': '10/08/2012',\n",
33694         "  'Datetime': datetime.datetime(2012, 8, 10, 11, 50),\n",
33695         "  'Day_of_Week': 6,\n",
33696         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
33697         "  'Junction_Control': 4,\n",
33698         "  'Junction_Detail': 8,\n",
33699         "  'LSOA_of_Accident_Location': 'E01016730',\n",
33700         "  'Latitude': 52.035837,\n",
33701         "  'Light_Conditions': 1,\n",
33702         "  'Local_Authority_(District)': 479,\n",
33703         "  'Local_Authority_(Highway)': 'E06000042',\n",
33704         "  'Location_Easting_OSGR': 485010,\n",
33705         "  'Location_Northing_OSGR': 238220,\n",
33706         "  'Longitude': -0.762123,\n",
33707         "  'Number_of_Casualties': 1,\n",
33708         "  'Number_of_Vehicles': 2,\n",
33709         "  'Pedestrian_Crossing-Human_Control': 0,\n",
33710         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
33711         "  'Police_Force': 43,\n",
33712         "  'Road_Surface_Conditions': 1,\n",
33713         "  'Road_Type': 3,\n",
33714         "  'Special_Conditions_at_Site': 0,\n",
33715         "  'Speed_limit': 30,\n",
33716         "  'Time': '11:50',\n",
33717         "  'Urban_or_Rural_Area': 1,\n",
33718         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
33719         "    'Age_Band_of_Driver': -1,\n",
33720         "    'Age_of_Vehicle': 7,\n",
33721         "    'Driver_Home_Area_Type': -1,\n",
33722         "    'Driver_IMD_Decile': -1,\n",
33723         "    'Engine_Capacity_(CC)': 2000,\n",
33724         "    'Hit_Object_in_Carriageway': 0,\n",
33725         "    'Hit_Object_off_Carriageway': 0,\n",
33726         "    'Journey_Purpose_of_Driver': 6,\n",
33727         "    'Junction_Location': 1,\n",
33728         "    'Propulsion_Code': 2,\n",
33729         "    'Sex_of_Driver': 3,\n",
33730         "    'Skidding_and_Overturning': 0,\n",
33731         "    'Towing_and_Articulation': 0,\n",
33732         "    'Vehicle_Leaving_Carriageway': 0,\n",
33733         "    'Vehicle_Location-Restricted_Lane': 0,\n",
33734         "    'Vehicle_Manoeuvre': 18,\n",
33735         "    'Vehicle_Reference': 1,\n",
33736         "    'Vehicle_Type': 9,\n",
33737         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
33738         "   {'1st_Point_of_Impact': 2,\n",
33739         "    'Age_Band_of_Driver': 5,\n",
33740         "    'Age_of_Vehicle': 9,\n",
33741         "    'Driver_Home_Area_Type': 1,\n",
33742         "    'Driver_IMD_Decile': 5,\n",
33743         "    'Engine_Capacity_(CC)': 1796,\n",
33744         "    'Hit_Object_in_Carriageway': 0,\n",
33745         "    'Hit_Object_off_Carriageway': 0,\n",
33746         "    'Journey_Purpose_of_Driver': 2,\n",
33747         "    'Junction_Location': 1,\n",
33748         "    'Propulsion_Code': 1,\n",
33749         "    'Sex_of_Driver': 2,\n",
33750         "    'Skidding_and_Overturning': 0,\n",
33751         "    'Towing_and_Articulation': 0,\n",
33752         "    'Vehicle_Leaving_Carriageway': 0,\n",
33753         "    'Vehicle_Location-Restricted_Lane': 0,\n",
33754         "    'Vehicle_Manoeuvre': 7,\n",
33755         "    'Vehicle_Reference': 2,\n",
33756         "    'Vehicle_Type': 9,\n",
33757         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
33758         "  'Weather_Conditions': 1,\n",
33759         "  '_id': ObjectId('52a9c98292c4e16686d2b63d'),\n",
33760         "  'loc': {'coordinates': [-0.762123, 52.035837], 'type': 'Point'}},\n",
33761         " {'1st_Road_Class': 6,\n",
33762         "  '1st_Road_Number': 8206,\n",
33763         "  '2nd_Road_Class': 6,\n",
33764         "  '2nd_Road_Number': 1098,\n",
33765         "  'Accident_Index': '201243S019112',\n",
33766         "  'Accident_Severity': 3,\n",
33767         "  'Carriageway_Hazards': 0,\n",
33768         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
33769         "    'Bus_or_Coach_Passenger': 0,\n",
33770         "    'Car_Passenger': 0,\n",
33771         "    'Casualty_Class': 1,\n",
33772         "    'Casualty_Home_Area_Type': 1,\n",
33773         "    'Casualty_Reference': 1,\n",
33774         "    'Casualty_Severity': 3,\n",
33775         "    'Casualty_Type': 9,\n",
33776         "    'Pedestrian_Location': 0,\n",
33777         "    'Pedestrian_Movement': 0,\n",
33778         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
33779         "    'Sex_of_Casualty': 2,\n",
33780         "    'Vehicle_Reference': 1},\n",
33781         "   {'Age_Band_of_Casualty': 8,\n",
33782         "    'Bus_or_Coach_Passenger': 0,\n",
33783         "    'Car_Passenger': 0,\n",
33784         "    'Casualty_Class': 1,\n",
33785         "    'Casualty_Home_Area_Type': 1,\n",
33786         "    'Casualty_Reference': 2,\n",
33787         "    'Casualty_Severity': 3,\n",
33788         "    'Casualty_Type': 9,\n",
33789         "    'Pedestrian_Location': 0,\n",
33790         "    'Pedestrian_Movement': 0,\n",
33791         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
33792         "    'Sex_of_Casualty': 2,\n",
33793         "    'Vehicle_Reference': 2}],\n",
33794         "  'Date': '07/11/2012',\n",
33795         "  'Datetime': datetime.datetime(2012, 11, 7, 17, 12),\n",
33796         "  'Day_of_Week': 4,\n",
33797         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
33798         "  'Junction_Control': 4,\n",
33799         "  'Junction_Detail': 6,\n",
33800         "  'LSOA_of_Accident_Location': 'E01016730',\n",
33801         "  'Latitude': 52.037177,\n",
33802         "  'Light_Conditions': 4,\n",
33803         "  'Local_Authority_(District)': 479,\n",
33804         "  'Local_Authority_(Highway)': 'E06000042',\n",
33805         "  'Location_Easting_OSGR': 485060,\n",
33806         "  'Location_Northing_OSGR': 238370,\n",
33807         "  'Longitude': -0.761357,\n",
33808         "  'Number_of_Casualties': 2,\n",
33809         "  'Number_of_Vehicles': 2,\n",
33810         "  'Pedestrian_Crossing-Human_Control': 0,\n",
33811         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
33812         "  'Police_Force': 43,\n",
33813         "  'Road_Surface_Conditions': 1,\n",
33814         "  'Road_Type': 3,\n",
33815         "  'Special_Conditions_at_Site': 0,\n",
33816         "  'Speed_limit': 30,\n",
33817         "  'Time': '17:12',\n",
33818         "  'Urban_or_Rural_Area': 1,\n",
33819         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
33820         "    'Age_Band_of_Driver': 5,\n",
33821         "    'Age_of_Vehicle': 5,\n",
33822         "    'Driver_Home_Area_Type': 1,\n",
33823         "    'Driver_IMD_Decile': 10,\n",
33824         "    'Engine_Capacity_(CC)': 1388,\n",
33825         "    'Hit_Object_in_Carriageway': 0,\n",
33826         "    'Hit_Object_off_Carriageway': 0,\n",
33827         "    'Journey_Purpose_of_Driver': 2,\n",
33828         "    'Junction_Location': 6,\n",
33829         "    'Propulsion_Code': 1,\n",
33830         "    'Sex_of_Driver': 2,\n",
33831         "    'Skidding_and_Overturning': 0,\n",
33832         "    'Towing_and_Articulation': 0,\n",
33833         "    'Vehicle_Leaving_Carriageway': 0,\n",
33834         "    'Vehicle_Location-Restricted_Lane': 0,\n",
33835         "    'Vehicle_Manoeuvre': 5,\n",
33836         "    'Vehicle_Reference': 1,\n",
33837         "    'Vehicle_Type': 9,\n",
33838         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
33839         "   {'1st_Point_of_Impact': 3,\n",
33840         "    'Age_Band_of_Driver': 8,\n",
33841         "    'Age_of_Vehicle': 9,\n",
33842         "    'Driver_Home_Area_Type': 1,\n",
33843         "    'Driver_IMD_Decile': 4,\n",
33844         "    'Engine_Capacity_(CC)': 1896,\n",
33845         "    'Hit_Object_in_Carriageway': 0,\n",
33846         "    'Hit_Object_off_Carriageway': 0,\n",
33847         "    'Journey_Purpose_of_Driver': 2,\n",
33848         "    'Junction_Location': 8,\n",
33849         "    'Propulsion_Code': 2,\n",
33850         "    'Sex_of_Driver': 2,\n",
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33852         "    'Towing_and_Articulation': 0,\n",
33853         "    'Vehicle_Leaving_Carriageway': 0,\n",
33854         "    'Vehicle_Location-Restricted_Lane': 0,\n",
33855         "    'Vehicle_Manoeuvre': 18,\n",
33856         "    'Vehicle_Reference': 2,\n",
33857         "    'Vehicle_Type': 9,\n",
33858         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
33859         "  'Weather_Conditions': 1,\n",
33860         "  '_id': ObjectId('52a9c98292c4e16686d2b5fd'),\n",
33861         "  'loc': {'coordinates': [-0.761357, 52.037177], 'type': 'Point'}},\n",
33862         " {'1st_Road_Class': 6,\n",
33863         "  '1st_Road_Number': 8206,\n",
33864         "  '2nd_Road_Class': -1,\n",
33865         "  '2nd_Road_Number': 0,\n",
33866         "  'Accident_Index': '201243S068112',\n",
33867         "  'Accident_Severity': 3,\n",
33868         "  'Carriageway_Hazards': 0,\n",
33869         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
33870         "    'Bus_or_Coach_Passenger': 0,\n",
33871         "    'Car_Passenger': 0,\n",
33872         "    'Casualty_Class': 3,\n",
33873         "    'Casualty_Home_Area_Type': 3,\n",
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33875         "    'Casualty_Severity': 3,\n",
33876         "    'Casualty_Type': 0,\n",
33877         "    'Pedestrian_Location': 6,\n",
33878         "    'Pedestrian_Movement': 9,\n",
33879         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
33880         "    'Sex_of_Casualty': 1,\n",
33881         "    'Vehicle_Reference': 1}],\n",
33882         "  'Date': '17/11/2012',\n",
33883         "  'Datetime': datetime.datetime(2012, 11, 17, 23, 45),\n",
33884         "  'Day_of_Week': 7,\n",
33885         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
33886         "  'Junction_Control': -1,\n",
33887         "  'Junction_Detail': 0,\n",
33888         "  'LSOA_of_Accident_Location': 'E01016730',\n",
33889         "  'Latitude': 52.036827,\n",
33890         "  'Light_Conditions': 4,\n",
33891         "  'Local_Authority_(District)': 479,\n",
33892         "  'Local_Authority_(Highway)': 'E06000042',\n",
33893         "  'Location_Easting_OSGR': 485000,\n",
33894         "  'Location_Northing_OSGR': 238330,\n",
33895         "  'Longitude': -0.762241,\n",
33896         "  'Number_of_Casualties': 1,\n",
33897         "  'Number_of_Vehicles': 1,\n",
33898         "  'Pedestrian_Crossing-Human_Control': 0,\n",
33899         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
33900         "  'Police_Force': 43,\n",
33901         "  'Road_Surface_Conditions': 1,\n",
33902         "  'Road_Type': 3,\n",
33903         "  'Special_Conditions_at_Site': 0,\n",
33904         "  'Speed_limit': 30,\n",
33905         "  'Time': '23:45',\n",
33906         "  'Urban_or_Rural_Area': 1,\n",
33907         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
33908         "    'Age_Band_of_Driver': -1,\n",
33909         "    'Age_of_Vehicle': 7,\n",
33910         "    'Driver_Home_Area_Type': 1,\n",
33911         "    'Driver_IMD_Decile': 6,\n",
33912         "    'Engine_Capacity_(CC)': 2231,\n",
33913         "    'Hit_Object_in_Carriageway': 0,\n",
33914         "    'Hit_Object_off_Carriageway': 0,\n",
33915         "    'Journey_Purpose_of_Driver': 6,\n",
33916         "    'Junction_Location': 0,\n",
33917         "    'Propulsion_Code': 2,\n",
33918         "    'Sex_of_Driver': 1,\n",
33919         "    'Skidding_and_Overturning': 0,\n",
33920         "    'Towing_and_Articulation': 0,\n",
33921         "    'Vehicle_Leaving_Carriageway': 0,\n",
33922         "    'Vehicle_Location-Restricted_Lane': 6,\n",
33923         "    'Vehicle_Manoeuvre': 15,\n",
33924         "    'Vehicle_Reference': 1,\n",
33925         "    'Vehicle_Type': 8,\n",
33926         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
33927         "  'Weather_Conditions': 1,\n",
33928         "  '_id': ObjectId('52a9c98292c4e16686d2b6e3'),\n",
33929         "  'loc': {'coordinates': [-0.762241, 52.036827], 'type': 'Point'}},\n",
33930         " {'1st_Road_Class': 5,\n",
33931         "  '1st_Road_Number': 146,\n",
33932         "  '2nd_Road_Class': 6,\n",
33933         "  '2nd_Road_Number': 1098,\n",
33934         "  'Accident_Index': '201243S048032',\n",
33935         "  'Accident_Severity': 3,\n",
33936         "  'Carriageway_Hazards': 0,\n",
33937         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
33938         "    'Bus_or_Coach_Passenger': 0,\n",
33939         "    'Car_Passenger': 0,\n",
33940         "    'Casualty_Class': 1,\n",
33941         "    'Casualty_Home_Area_Type': 1,\n",
33942         "    'Casualty_Reference': 1,\n",
33943         "    'Casualty_Severity': 3,\n",
33944         "    'Casualty_Type': 9,\n",
33945         "    'Pedestrian_Location': 0,\n",
33946         "    'Pedestrian_Movement': 0,\n",
33947         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
33948         "    'Sex_of_Casualty': 2,\n",
33949         "    'Vehicle_Reference': 3}],\n",
33950         "  'Date': '05/03/2012',\n",
33951         "  'Datetime': datetime.datetime(2012, 3, 5, 8, 30),\n",
33952         "  'Day_of_Week': 2,\n",
33953         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
33954         "  'Junction_Control': 4,\n",
33955         "  'Junction_Detail': 1,\n",
33956         "  'LSOA_of_Accident_Location': 'E01016730',\n",
33957         "  'Latitude': 52.034654,\n",
33958         "  'Light_Conditions': 1,\n",
33959         "  'Local_Authority_(District)': 479,\n",
33960         "  'Local_Authority_(Highway)': 'E06000042',\n",
33961         "  'Location_Easting_OSGR': 485100,\n",
33962         "  'Location_Northing_OSGR': 238090,\n",
33963         "  'Longitude': -0.760843,\n",
33964         "  'Number_of_Casualties': 1,\n",
33965         "  'Number_of_Vehicles': 3,\n",
33966         "  'Pedestrian_Crossing-Human_Control': 0,\n",
33967         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
33968         "  'Police_Force': 43,\n",
33969         "  'Road_Surface_Conditions': 1,\n",
33970         "  'Road_Type': 1,\n",
33971         "  'Special_Conditions_at_Site': 0,\n",
33972         "  'Speed_limit': 70,\n",
33973         "  'Time': '08:30',\n",
33974         "  'Urban_or_Rural_Area': 1,\n",
33975         "  'Vehicles': [{'1st_Point_of_Impact': 2,\n",
33976         "    'Age_Band_of_Driver': 8,\n",
33977         "    'Age_of_Vehicle': 16,\n",
33978         "    'Driver_Home_Area_Type': 1,\n",
33979         "    'Driver_IMD_Decile': 10,\n",
33980         "    'Engine_Capacity_(CC)': 1799,\n",
33981         "    'Hit_Object_in_Carriageway': 0,\n",
33982         "    'Hit_Object_off_Carriageway': 0,\n",
33983         "    'Journey_Purpose_of_Driver': 2,\n",
33984         "    'Junction_Location': 8,\n",
33985         "    'Propulsion_Code': 1,\n",
33986         "    'Sex_of_Driver': 1,\n",
33987         "    'Skidding_and_Overturning': 0,\n",
33988         "    'Towing_and_Articulation': 0,\n",
33989         "    'Vehicle_Leaving_Carriageway': 0,\n",
33990         "    'Vehicle_Location-Restricted_Lane': 0,\n",
33991         "    'Vehicle_Manoeuvre': 12,\n",
33992         "    'Vehicle_Reference': 1,\n",
33993         "    'Vehicle_Type': 9,\n",
33994         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
33995         "   {'1st_Point_of_Impact': 0,\n",
33996         "    'Age_Band_of_Driver': 8,\n",
33997         "    'Age_of_Vehicle': -1,\n",
33998         "    'Driver_Home_Area_Type': 3,\n",
33999         "    'Driver_IMD_Decile': 10,\n",
34000         "    'Engine_Capacity_(CC)': 1598,\n",
34001         "    'Hit_Object_in_Carriageway': 0,\n",
34002         "    'Hit_Object_off_Carriageway': 0,\n",
34003         "    'Journey_Purpose_of_Driver': 2,\n",
34004         "    'Junction_Location': 8,\n",
34005         "    'Propulsion_Code': 1,\n",
34006         "    'Sex_of_Driver': 2,\n",
34007         "    'Skidding_and_Overturning': 0,\n",
34008         "    'Towing_and_Articulation': 0,\n",
34009         "    'Vehicle_Leaving_Carriageway': 0,\n",
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34015         "   {'1st_Point_of_Impact': 1,\n",
34016         "    'Age_Band_of_Driver': 7,\n",
34017         "    'Age_of_Vehicle': 9,\n",
34018         "    'Driver_Home_Area_Type': 1,\n",
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34020         "    'Engine_Capacity_(CC)': 1299,\n",
34021         "    'Hit_Object_in_Carriageway': 0,\n",
34022         "    'Hit_Object_off_Carriageway': 0,\n",
34023         "    'Journey_Purpose_of_Driver': 2,\n",
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34040         "  '2nd_Road_Class': -1,\n",
34041         "  '2nd_Road_Number': 0,\n",
34042         "  'Accident_Index': '201243S066082',\n",
34043         "  'Accident_Severity': 3,\n",
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34056         "    'Sex_of_Casualty': 1,\n",
34057         "    'Vehicle_Reference': 1}],\n",
34058         "  'Date': '19/08/2012',\n",
34059         "  'Datetime': datetime.datetime(2012, 8, 19, 19, 39),\n",
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34070         "  'Location_Northing_OSGR': 237930,\n",
34071         "  'Longitude': -0.759863,\n",
34072         "  'Number_of_Casualties': 1,\n",
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34080         "  'Speed_limit': 30,\n",
34081         "  'Time': '19:39',\n",
34082         "  'Urban_or_Rural_Area': 1,\n",
34083         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
34084         "    'Age_Band_of_Driver': 5,\n",
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34108         "  '2nd_Road_Class': 6,\n",
34109         "  '2nd_Road_Number': 8206,\n",
34110         "  'Accident_Index': '201243S124022',\n",
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34124         "    'Sex_of_Casualty': 1,\n",
34125         "    'Vehicle_Reference': 2}],\n",
34126         "  'Date': '25/02/2012',\n",
34127         "  'Datetime': datetime.datetime(2012, 2, 25, 16, 5),\n",
34128         "  'Day_of_Week': 7,\n",
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34132         "  'LSOA_of_Accident_Location': 'E01016730',\n",
34133         "  'Latitude': 52.034015,\n",
34134         "  'Light_Conditions': 1,\n",
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34136         "  'Local_Authority_(Highway)': 'E06000042',\n",
34137         "  'Location_Easting_OSGR': 484580,\n",
34138         "  'Location_Northing_OSGR': 238010,\n",
34139         "  'Longitude': -0.768442,\n",
34140         "  'Number_of_Casualties': 1,\n",
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34148         "  'Speed_limit': 30,\n",
34149         "  'Time': '16:05',\n",
34150         "  'Urban_or_Rural_Area': 1,\n",
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34158         "    'Hit_Object_off_Carriageway': 0,\n",
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34161         "    'Propulsion_Code': 1,\n",
34162         "    'Sex_of_Driver': 2,\n",
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34171         "   {'1st_Point_of_Impact': 4,\n",
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34177         "    'Hit_Object_in_Carriageway': 0,\n",
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34194         " {'1st_Road_Class': 5,\n",
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34197         "  '2nd_Road_Number': 0,\n",
34198         "  'Accident_Index': '201243S042042',\n",
34199         "  'Accident_Severity': 3,\n",
34200         "  'Carriageway_Hazards': 0,\n",
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34212         "    'Sex_of_Casualty': 1,\n",
34213         "    'Vehicle_Reference': 2}],\n",
34214         "  'Date': '11/04/2012',\n",
34215         "  'Datetime': datetime.datetime(2012, 4, 11, 23, 5),\n",
34216         "  'Day_of_Week': 4,\n",
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34221         "  'Latitude': 52.032646,\n",
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34223         "  'Local_Authority_(District)': 479,\n",
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34237         "  'Time': '23:05',\n",
34238         "  'Urban_or_Rural_Area': 1,\n",
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34259         "   {'1st_Point_of_Impact': 2,\n",
34260         "    'Age_Band_of_Driver': 6,\n",
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34282         " {'1st_Road_Class': 3,\n",
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34284         "  '2nd_Road_Class': -1,\n",
34285         "  '2nd_Road_Number': 0,\n",
34286         "  'Accident_Index': '201243S111092',\n",
34287         "  'Accident_Severity': 3,\n",
34288         "  'Carriageway_Hazards': 0,\n",
34289         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
34290         "    'Bus_or_Coach_Passenger': 0,\n",
34291         "    'Car_Passenger': 0,\n",
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34300         "    'Sex_of_Casualty': 2,\n",
34301         "    'Vehicle_Reference': 1}],\n",
34302         "  'Date': '28/09/2012',\n",
34303         "  'Datetime': datetime.datetime(2012, 9, 28, 9, 30),\n",
34304         "  'Day_of_Week': 6,\n",
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34308         "  'LSOA_of_Accident_Location': 'E01016775',\n",
34309         "  'Latitude': 52.025888,\n",
34310         "  'Light_Conditions': 1,\n",
34311         "  'Local_Authority_(District)': 479,\n",
34312         "  'Local_Authority_(Highway)': 'E06000042',\n",
34313         "  'Location_Easting_OSGR': 484820,\n",
34314         "  'Location_Northing_OSGR': 237110,\n",
34315         "  'Longitude': -0.765167,\n",
34316         "  'Number_of_Casualties': 1,\n",
34317         "  'Number_of_Vehicles': 1,\n",
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34319         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
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34321         "  'Road_Surface_Conditions': 1,\n",
34322         "  'Road_Type': 3,\n",
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34324         "  'Speed_limit': 70,\n",
34325         "  'Time': '09:30',\n",
34326         "  'Urban_or_Rural_Area': 2,\n",
34327         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
34328         "    'Age_Band_of_Driver': 6,\n",
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34330         "    'Driver_Home_Area_Type': 1,\n",
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34332         "    'Engine_Capacity_(CC)': 1598,\n",
34333         "    'Hit_Object_in_Carriageway': 10,\n",
34334         "    'Hit_Object_off_Carriageway': 0,\n",
34335         "    'Journey_Purpose_of_Driver': 2,\n",
34336         "    'Junction_Location': 0,\n",
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34338         "    'Sex_of_Driver': 2,\n",
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34340         "    'Towing_and_Articulation': 0,\n",
34341         "    'Vehicle_Leaving_Carriageway': 1,\n",
34342         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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34350         " {'1st_Road_Class': 5,\n",
34351         "  '1st_Road_Number': 129,\n",
34352         "  '2nd_Road_Class': -1,\n",
34353         "  '2nd_Road_Number': 0,\n",
34354         "  'Accident_Index': '201243S046092',\n",
34355         "  'Accident_Severity': 3,\n",
34356         "  'Carriageway_Hazards': 0,\n",
34357         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
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34359         "    'Car_Passenger': 0,\n",
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34363         "    'Casualty_Severity': 3,\n",
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34368         "    'Sex_of_Casualty': 2,\n",
34369         "    'Vehicle_Reference': 1},\n",
34370         "   {'Age_Band_of_Casualty': 5,\n",
34371         "    'Bus_or_Coach_Passenger': 0,\n",
34372         "    'Car_Passenger': 1,\n",
34373         "    'Casualty_Class': 2,\n",
34374         "    'Casualty_Home_Area_Type': 1,\n",
34375         "    'Casualty_Reference': 3,\n",
34376         "    'Casualty_Severity': 3,\n",
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34378         "    'Pedestrian_Location': 0,\n",
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34380         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
34381         "    'Sex_of_Casualty': 1,\n",
34382         "    'Vehicle_Reference': 1},\n",
34383         "   {'Age_Band_of_Casualty': 7,\n",
34384         "    'Bus_or_Coach_Passenger': 0,\n",
34385         "    'Car_Passenger': 0,\n",
34386         "    'Casualty_Class': 1,\n",
34387         "    'Casualty_Home_Area_Type': 1,\n",
34388         "    'Casualty_Reference': 2,\n",
34389         "    'Casualty_Severity': 3,\n",
34390         "    'Casualty_Type': 9,\n",
34391         "    'Pedestrian_Location': 0,\n",
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34393         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
34394         "    'Sex_of_Casualty': 2,\n",
34395         "    'Vehicle_Reference': 2}],\n",
34396         "  'Date': '12/09/2012',\n",
34397         "  'Datetime': datetime.datetime(2012, 9, 12, 17, 40),\n",
34398         "  'Day_of_Week': 4,\n",
34399         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
34400         "  'Junction_Control': -1,\n",
34401         "  'Junction_Detail': 0,\n",
34402         "  'LSOA_of_Accident_Location': 'E01016756',\n",
34403         "  'Latitude': 52.019454,\n",
34404         "  'Light_Conditions': 1,\n",
34405         "  'Local_Authority_(District)': 479,\n",
34406         "  'Local_Authority_(Highway)': 'E06000042',\n",
34407         "  'Location_Easting_OSGR': 484570,\n",
34408         "  'Location_Northing_OSGR': 236390,\n",
34409         "  'Longitude': -0.768987,\n",
34410         "  'Number_of_Casualties': 3,\n",
34411         "  'Number_of_Vehicles': 2,\n",
34412         "  'Pedestrian_Crossing-Human_Control': 0,\n",
34413         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
34414         "  'Police_Force': 43,\n",
34415         "  'Road_Surface_Conditions': 2,\n",
34416         "  'Road_Type': 6,\n",
34417         "  'Special_Conditions_at_Site': 0,\n",
34418         "  'Speed_limit': 60,\n",
34419         "  'Time': '17:40',\n",
34420         "  'Urban_or_Rural_Area': 2,\n",
34421         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
34422         "    'Age_Band_of_Driver': 4,\n",
34423         "    'Age_of_Vehicle': -1,\n",
34424         "    'Driver_Home_Area_Type': 1,\n",
34425         "    'Driver_IMD_Decile': 10,\n",
34426         "    'Engine_Capacity_(CC)': 1388,\n",
34427         "    'Hit_Object_in_Carriageway': 0,\n",
34428         "    'Hit_Object_off_Carriageway': 0,\n",
34429         "    'Journey_Purpose_of_Driver': 6,\n",
34430         "    'Junction_Location': 0,\n",
34431         "    'Propulsion_Code': 1,\n",
34432         "    'Sex_of_Driver': 2,\n",
34433         "    'Skidding_and_Overturning': 0,\n",
34434         "    'Towing_and_Articulation': 0,\n",
34435         "    'Vehicle_Leaving_Carriageway': 0,\n",
34436         "    'Vehicle_Location-Restricted_Lane': 0,\n",
34437         "    'Vehicle_Manoeuvre': 18,\n",
34438         "    'Vehicle_Reference': 1,\n",
34439         "    'Vehicle_Type': 9,\n",
34440         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
34441         "   {'1st_Point_of_Impact': 2,\n",
34442         "    'Age_Band_of_Driver': 7,\n",
34443         "    'Age_of_Vehicle': 7,\n",
34444         "    'Driver_Home_Area_Type': 1,\n",
34445         "    'Driver_IMD_Decile': 10,\n",
34446         "    'Engine_Capacity_(CC)': 2000,\n",
34447         "    'Hit_Object_in_Carriageway': 0,\n",
34448         "    'Hit_Object_off_Carriageway': 0,\n",
34449         "    'Journey_Purpose_of_Driver': 6,\n",
34450         "    'Junction_Location': 0,\n",
34451         "    'Propulsion_Code': 2,\n",
34452         "    'Sex_of_Driver': 2,\n",
34453         "    'Skidding_and_Overturning': 0,\n",
34454         "    'Towing_and_Articulation': 0,\n",
34455         "    'Vehicle_Leaving_Carriageway': 0,\n",
34456         "    'Vehicle_Location-Restricted_Lane': 0,\n",
34457         "    'Vehicle_Manoeuvre': 4,\n",
34458         "    'Vehicle_Reference': 2,\n",
34459         "    'Vehicle_Type': 9,\n",
34460         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
34461         "  'Weather_Conditions': 1,\n",
34462         "  '_id': ObjectId('52a9c98292c4e16686d2b67a'),\n",
34463         "  'loc': {'coordinates': [-0.768987, 52.019454], 'type': 'Point'}},\n",
34464         " {'1st_Road_Class': 5,\n",
34465         "  '1st_Road_Number': 8007,\n",
34466         "  '2nd_Road_Class': -1,\n",
34467         "  '2nd_Road_Number': 0,\n",
34468         "  'Accident_Index': '201243S074072',\n",
34469         "  'Accident_Severity': 3,\n",
34470         "  'Carriageway_Hazards': 0,\n",
34471         "  'Casualties': [{'Age_Band_of_Casualty': 1,\n",
34472         "    'Bus_or_Coach_Passenger': 0,\n",
34473         "    'Car_Passenger': 2,\n",
34474         "    'Casualty_Class': 2,\n",
34475         "    'Casualty_Home_Area_Type': 1,\n",
34476         "    'Casualty_Reference': 1,\n",
34477         "    'Casualty_Severity': 3,\n",
34478         "    'Casualty_Type': 9,\n",
34479         "    'Pedestrian_Location': 0,\n",
34480         "    'Pedestrian_Movement': 0,\n",
34481         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
34482         "    'Sex_of_Casualty': 1,\n",
34483         "    'Vehicle_Reference': 1},\n",
34484         "   {'Age_Band_of_Casualty': 6,\n",
34485         "    'Bus_or_Coach_Passenger': 0,\n",
34486         "    'Car_Passenger': 0,\n",
34487         "    'Casualty_Class': 1,\n",
34488         "    'Casualty_Home_Area_Type': 3,\n",
34489         "    'Casualty_Reference': 2,\n",
34490         "    'Casualty_Severity': 3,\n",
34491         "    'Casualty_Type': 19,\n",
34492         "    'Pedestrian_Location': 0,\n",
34493         "    'Pedestrian_Movement': 0,\n",
34494         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
34495         "    'Sex_of_Casualty': 1,\n",
34496         "    'Vehicle_Reference': 3}],\n",
34497         "  'Date': '16/07/2012',\n",
34498         "  'Datetime': datetime.datetime(2012, 7, 16, 14, 55),\n",
34499         "  'Day_of_Week': 2,\n",
34500         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
34501         "  'Junction_Control': -1,\n",
34502         "  'Junction_Detail': 0,\n",
34503         "  'LSOA_of_Accident_Location': 'E01016775',\n",
34504         "  'Latitude': 52.023153,\n",
34505         "  'Light_Conditions': 1,\n",
34506         "  'Local_Authority_(District)': 479,\n",
34507         "  'Local_Authority_(Highway)': 'E06000042',\n",
34508         "  'Location_Easting_OSGR': 485070,\n",
34509         "  'Location_Northing_OSGR': 236810,\n",
34510         "  'Longitude': -0.761598,\n",
34511         "  'Number_of_Casualties': 2,\n",
34512         "  'Number_of_Vehicles': 3,\n",
34513         "  'Pedestrian_Crossing-Human_Control': 0,\n",
34514         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
34515         "  'Police_Force': 43,\n",
34516         "  'Road_Surface_Conditions': 1,\n",
34517         "  'Road_Type': 6,\n",
34518         "  'Special_Conditions_at_Site': 0,\n",
34519         "  'Speed_limit': 60,\n",
34520         "  'Time': '14:55',\n",
34521         "  'Urban_or_Rural_Area': 2,\n",
34522         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
34523         "    'Age_Band_of_Driver': 5,\n",
34524         "    'Age_of_Vehicle': 13,\n",
34525         "    'Driver_Home_Area_Type': 1,\n",
34526         "    'Driver_IMD_Decile': 5,\n",
34527         "    'Engine_Capacity_(CC)': 1581,\n",
34528         "    'Hit_Object_in_Carriageway': 0,\n",
34529         "    'Hit_Object_off_Carriageway': 0,\n",
34530         "    'Journey_Purpose_of_Driver': 6,\n",
34531         "    'Junction_Location': 0,\n",
34532         "    'Propulsion_Code': 1,\n",
34533         "    'Sex_of_Driver': 1,\n",
34534         "    'Skidding_and_Overturning': 1,\n",
34535         "    'Towing_and_Articulation': 0,\n",
34536         "    'Vehicle_Leaving_Carriageway': 0,\n",
34537         "    'Vehicle_Location-Restricted_Lane': 0,\n",
34538         "    'Vehicle_Manoeuvre': 13,\n",
34539         "    'Vehicle_Reference': 1,\n",
34540         "    'Vehicle_Type': 9,\n",
34541         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
34542         "   {'1st_Point_of_Impact': 3,\n",
34543         "    'Age_Band_of_Driver': 8,\n",
34544         "    'Age_of_Vehicle': -1,\n",
34545         "    'Driver_Home_Area_Type': -1,\n",
34546         "    'Driver_IMD_Decile': -1,\n",
34547         "    'Engine_Capacity_(CC)': -1,\n",
34548         "    'Hit_Object_in_Carriageway': 0,\n",
34549         "    'Hit_Object_off_Carriageway': 0,\n",
34550         "    'Journey_Purpose_of_Driver': 1,\n",
34551         "    'Junction_Location': 0,\n",
34552         "    'Propulsion_Code': -1,\n",
34553         "    'Sex_of_Driver': 1,\n",
34554         "    'Skidding_and_Overturning': 0,\n",
34555         "    'Towing_and_Articulation': 4,\n",
34556         "    'Vehicle_Leaving_Carriageway': 0,\n",
34557         "    'Vehicle_Location-Restricted_Lane': 0,\n",
34558         "    'Vehicle_Manoeuvre': 18,\n",
34559         "    'Vehicle_Reference': 2,\n",
34560         "    'Vehicle_Type': 19,\n",
34561         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
34562         "   {'1st_Point_of_Impact': 3,\n",
34563         "    'Age_Band_of_Driver': 6,\n",
34564         "    'Age_of_Vehicle': 1,\n",
34565         "    'Driver_Home_Area_Type': 3,\n",
34566         "    'Driver_IMD_Decile': 9,\n",
34567         "    'Engine_Capacity_(CC)': 1753,\n",
34568         "    'Hit_Object_in_Carriageway': 0,\n",
34569         "    'Hit_Object_off_Carriageway': 0,\n",
34570         "    'Journey_Purpose_of_Driver': 1,\n",
34571         "    'Junction_Location': 0,\n",
34572         "    'Propulsion_Code': 2,\n",
34573         "    'Sex_of_Driver': 1,\n",
34574         "    'Skidding_and_Overturning': 0,\n",
34575         "    'Towing_and_Articulation': 0,\n",
34576         "    'Vehicle_Leaving_Carriageway': 0,\n",
34577         "    'Vehicle_Location-Restricted_Lane': 0,\n",
34578         "    'Vehicle_Manoeuvre': 18,\n",
34579         "    'Vehicle_Reference': 3,\n",
34580         "    'Vehicle_Type': 19,\n",
34581         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
34582         "  'Weather_Conditions': 1,\n",
34583         "  '_id': ObjectId('52a9c98292c4e16686d2b6fd'),\n",
34584         "  'loc': {'coordinates': [-0.761598, 52.023153], 'type': 'Point'}},\n",
34585         " {'1st_Road_Class': 5,\n",
34586         "  '1st_Road_Number': 156,\n",
34587         "  '2nd_Road_Class': 5,\n",
34588         "  '2nd_Road_Number': 8007,\n",
34589         "  'Accident_Index': '201243S034052',\n",
34590         "  'Accident_Severity': 3,\n",
34591         "  'Carriageway_Hazards': 0,\n",
34592         "  'Casualties': [{'Age_Band_of_Casualty': 10,\n",
34593         "    'Bus_or_Coach_Passenger': 0,\n",
34594         "    'Car_Passenger': 0,\n",
34595         "    'Casualty_Class': 1,\n",
34596         "    'Casualty_Home_Area_Type': 1,\n",
34597         "    'Casualty_Reference': 2,\n",
34598         "    'Casualty_Severity': 3,\n",
34599         "    'Casualty_Type': 9,\n",
34600         "    'Pedestrian_Location': 0,\n",
34601         "    'Pedestrian_Movement': 0,\n",
34602         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
34603         "    'Sex_of_Casualty': 1,\n",
34604         "    'Vehicle_Reference': 1},\n",
34605         "   {'Age_Band_of_Casualty': 8,\n",
34606         "    'Bus_or_Coach_Passenger': 0,\n",
34607         "    'Car_Passenger': 1,\n",
34608         "    'Casualty_Class': 2,\n",
34609         "    'Casualty_Home_Area_Type': 1,\n",
34610         "    'Casualty_Reference': 3,\n",
34611         "    'Casualty_Severity': 3,\n",
34612         "    'Casualty_Type': 9,\n",
34613         "    'Pedestrian_Location': 0,\n",
34614         "    'Pedestrian_Movement': 0,\n",
34615         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
34616         "    'Sex_of_Casualty': 2,\n",
34617         "    'Vehicle_Reference': 1},\n",
34618         "   {'Age_Band_of_Casualty': 6,\n",
34619         "    'Bus_or_Coach_Passenger': 0,\n",
34620         "    'Car_Passenger': 0,\n",
34621         "    'Casualty_Class': 1,\n",
34622         "    'Casualty_Home_Area_Type': 3,\n",
34623         "    'Casualty_Reference': 1,\n",
34624         "    'Casualty_Severity': 3,\n",
34625         "    'Casualty_Type': 9,\n",
34626         "    'Pedestrian_Location': 0,\n",
34627         "    'Pedestrian_Movement': 0,\n",
34628         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
34629         "    'Sex_of_Casualty': 1,\n",
34630         "    'Vehicle_Reference': 2}],\n",
34631         "  'Date': '06/05/2012',\n",
34632         "  'Datetime': datetime.datetime(2012, 5, 6, 16, 30),\n",
34633         "  'Day_of_Week': 1,\n",
34634         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
34635         "  'Junction_Control': 4,\n",
34636         "  'Junction_Detail': 1,\n",
34637         "  'LSOA_of_Accident_Location': 'E01016728',\n",
34638         "  'Latitude': 52.02537,\n",
34639         "  'Light_Conditions': 1,\n",
34640         "  'Local_Authority_(District)': 479,\n",
34641         "  'Local_Authority_(Highway)': 'E06000042',\n",
34642         "  'Location_Easting_OSGR': 485270,\n",
34643         "  'Location_Northing_OSGR': 237060,\n",
34644         "  'Longitude': -0.758622,\n",
34645         "  'Number_of_Casualties': 3,\n",
34646         "  'Number_of_Vehicles': 2,\n",
34647         "  'Pedestrian_Crossing-Human_Control': 0,\n",
34648         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
34649         "  'Police_Force': 43,\n",
34650         "  'Road_Surface_Conditions': 1,\n",
34651         "  'Road_Type': 1,\n",
34652         "  'Special_Conditions_at_Site': 0,\n",
34653         "  'Speed_limit': 70,\n",
34654         "  'Time': '16:30',\n",
34655         "  'Urban_or_Rural_Area': 1,\n",
34656         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
34657         "    'Age_Band_of_Driver': 10,\n",
34658         "    'Age_of_Vehicle': 11,\n",
34659         "    'Driver_Home_Area_Type': 1,\n",
34660         "    'Driver_IMD_Decile': 5,\n",
34661         "    'Engine_Capacity_(CC)': 1997,\n",
34662         "    'Hit_Object_in_Carriageway': 0,\n",
34663         "    'Hit_Object_off_Carriageway': 0,\n",
34664         "    'Journey_Purpose_of_Driver': 6,\n",
34665         "    'Junction_Location': 4,\n",
34666         "    'Propulsion_Code': 1,\n",
34667         "    'Sex_of_Driver': 1,\n",
34668         "    'Skidding_and_Overturning': 0,\n",
34669         "    'Towing_and_Articulation': 0,\n",
34670         "    'Vehicle_Leaving_Carriageway': 0,\n",
34671         "    'Vehicle_Location-Restricted_Lane': 0,\n",
34672         "    'Vehicle_Manoeuvre': 18,\n",
34673         "    'Vehicle_Reference': 1,\n",
34674         "    'Vehicle_Type': 9,\n",
34675         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
34676         "   {'1st_Point_of_Impact': 1,\n",
34677         "    'Age_Band_of_Driver': 6,\n",
34678         "    'Age_of_Vehicle': 9,\n",
34679         "    'Driver_Home_Area_Type': 3,\n",
34680         "    'Driver_IMD_Decile': 9,\n",
34681         "    'Engine_Capacity_(CC)': 1781,\n",
34682         "    'Hit_Object_in_Carriageway': 0,\n",
34683         "    'Hit_Object_off_Carriageway': 0,\n",
34684         "    'Journey_Purpose_of_Driver': 6,\n",
34685         "    'Junction_Location': 8,\n",
34686         "    'Propulsion_Code': 1,\n",
34687         "    'Sex_of_Driver': 1,\n",
34688         "    'Skidding_and_Overturning': 0,\n",
34689         "    'Towing_and_Articulation': 0,\n",
34690         "    'Vehicle_Leaving_Carriageway': 0,\n",
34691         "    'Vehicle_Location-Restricted_Lane': 0,\n",
34692         "    'Vehicle_Manoeuvre': 18,\n",
34693         "    'Vehicle_Reference': 2,\n",
34694         "    'Vehicle_Type': 9,\n",
34695         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
34696         "  'Weather_Conditions': 1,\n",
34697         "  '_id': ObjectId('52a9c98292c4e16686d2b640'),\n",
34698         "  'loc': {'coordinates': [-0.758622, 52.02537], 'type': 'Point'}},\n",
34699         " {'1st_Road_Class': 5,\n",
34700         "  '1st_Road_Number': 156,\n",
34701         "  '2nd_Road_Class': 6,\n",
34702         "  '2nd_Road_Number': 1069,\n",
34703         "  'Accident_Index': '201243S094092',\n",
34704         "  'Accident_Severity': 3,\n",
34705         "  'Carriageway_Hazards': 0,\n",
34706         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
34707         "    'Bus_or_Coach_Passenger': 0,\n",
34708         "    'Car_Passenger': 0,\n",
34709         "    'Casualty_Class': 1,\n",
34710         "    'Casualty_Home_Area_Type': 1,\n",
34711         "    'Casualty_Reference': 1,\n",
34712         "    'Casualty_Severity': 3,\n",
34713         "    'Casualty_Type': 9,\n",
34714         "    'Pedestrian_Location': 0,\n",
34715         "    'Pedestrian_Movement': 0,\n",
34716         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
34717         "    'Sex_of_Casualty': 1,\n",
34718         "    'Vehicle_Reference': 1},\n",
34719         "   {'Age_Band_of_Casualty': 7,\n",
34720         "    'Bus_or_Coach_Passenger': 0,\n",
34721         "    'Car_Passenger': 0,\n",
34722         "    'Casualty_Class': 1,\n",
34723         "    'Casualty_Home_Area_Type': 1,\n",
34724         "    'Casualty_Reference': 2,\n",
34725         "    'Casualty_Severity': 3,\n",
34726         "    'Casualty_Type': 9,\n",
34727         "    'Pedestrian_Location': 0,\n",
34728         "    'Pedestrian_Movement': 0,\n",
34729         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
34730         "    'Sex_of_Casualty': 2,\n",
34731         "    'Vehicle_Reference': 2},\n",
34732         "   {'Age_Band_of_Casualty': 2,\n",
34733         "    'Bus_or_Coach_Passenger': 0,\n",
34734         "    'Car_Passenger': 1,\n",
34735         "    'Casualty_Class': 2,\n",
34736         "    'Casualty_Home_Area_Type': 1,\n",
34737         "    'Casualty_Reference': 3,\n",
34738         "    'Casualty_Severity': 3,\n",
34739         "    'Casualty_Type': 9,\n",
34740         "    'Pedestrian_Location': 0,\n",
34741         "    'Pedestrian_Movement': 0,\n",
34742         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
34743         "    'Sex_of_Casualty': 1,\n",
34744         "    'Vehicle_Reference': 2}],\n",
34745         "  'Date': '22/09/2012',\n",
34746         "  'Datetime': datetime.datetime(2012, 9, 22, 17, 25),\n",
34747         "  'Day_of_Week': 7,\n",
34748         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
34749         "  'Junction_Control': 4,\n",
34750         "  'Junction_Detail': 3,\n",
34751         "  'LSOA_of_Accident_Location': 'E01016728',\n",
34752         "  'Latitude': 52.029276,\n",
34753         "  'Light_Conditions': 1,\n",
34754         "  'Local_Authority_(District)': 479,\n",
34755         "  'Local_Authority_(Highway)': 'E06000042',\n",
34756         "  'Location_Easting_OSGR': 485000,\n",
34757         "  'Location_Northing_OSGR': 237490,\n",
34758         "  'Longitude': -0.762449,\n",
34759         "  'Number_of_Casualties': 3,\n",
34760         "  'Number_of_Vehicles': 2,\n",
34761         "  'Pedestrian_Crossing-Human_Control': 0,\n",
34762         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
34763         "  'Police_Force': 43,\n",
34764         "  'Road_Surface_Conditions': 1,\n",
34765         "  'Road_Type': 3,\n",
34766         "  'Special_Conditions_at_Site': 0,\n",
34767         "  'Speed_limit': 70,\n",
34768         "  'Time': '17:25',\n",
34769         "  'Urban_or_Rural_Area': 1,\n",
34770         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
34771         "    'Age_Band_of_Driver': 7,\n",
34772         "    'Age_of_Vehicle': 8,\n",
34773         "    'Driver_Home_Area_Type': 1,\n",
34774         "    'Driver_IMD_Decile': 2,\n",
34775         "    'Engine_Capacity_(CC)': 1364,\n",
34776         "    'Hit_Object_in_Carriageway': 0,\n",
34777         "    'Hit_Object_off_Carriageway': 0,\n",
34778         "    'Journey_Purpose_of_Driver': 3,\n",
34779         "    'Junction_Location': 8,\n",
34780         "    'Propulsion_Code': 1,\n",
34781         "    'Sex_of_Driver': 1,\n",
34782         "    'Skidding_and_Overturning': 0,\n",
34783         "    'Towing_and_Articulation': 0,\n",
34784         "    'Vehicle_Leaving_Carriageway': 0,\n",
34785         "    'Vehicle_Location-Restricted_Lane': 0,\n",
34786         "    'Vehicle_Manoeuvre': 9,\n",
34787         "    'Vehicle_Reference': 1,\n",
34788         "    'Vehicle_Type': 9,\n",
34789         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
34790         "   {'1st_Point_of_Impact': 1,\n",
34791         "    'Age_Band_of_Driver': 7,\n",
34792         "    'Age_of_Vehicle': 11,\n",
34793         "    'Driver_Home_Area_Type': 1,\n",
34794         "    'Driver_IMD_Decile': 8,\n",
34795         "    'Engine_Capacity_(CC)': 1598,\n",
34796         "    'Hit_Object_in_Carriageway': 0,\n",
34797         "    'Hit_Object_off_Carriageway': 0,\n",
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34799         "    'Junction_Location': 1,\n",
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34844         "    'Sex_of_Casualty': 2,\n",
34845         "    'Vehicle_Reference': 2}],\n",
34846         "  'Date': '04/03/2012',\n",
34847         "  'Datetime': datetime.datetime(2012, 3, 4, 16, 9),\n",
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34860         "  'Number_of_Casualties': 2,\n",
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34869         "  'Time': '16:09',\n",
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34890         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
34891         "   {'1st_Point_of_Impact': 1,\n",
34892         "    'Age_Band_of_Driver': 11,\n",
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34914         " {'1st_Road_Class': 5,\n",
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34918         "  'Accident_Index': '201243S097042',\n",
34919         "  'Accident_Severity': 3,\n",
34920         "  'Carriageway_Hazards': 0,\n",
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34932         "    'Sex_of_Casualty': 2,\n",
34933         "    'Vehicle_Reference': 2}],\n",
34934         "  'Date': '27/04/2012',\n",
34935         "  'Datetime': datetime.datetime(2012, 4, 27, 22, 55),\n",
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34945         "  'Location_Easting_OSGR': 485320,\n",
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34957         "  'Time': '22:55',\n",
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35006         "  'Accident_Index': '201243S016062',\n",
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35059         "    'Sex_of_Casualty': 2,\n",
35060         "    'Vehicle_Reference': 2}],\n",
35061         "  'Date': '05/06/2012',\n",
35062         "  'Datetime': datetime.datetime(2012, 6, 5, 20, 10),\n",
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35072         "  'Location_Easting_OSGR': 485340,\n",
35073         "  'Location_Northing_OSGR': 237120,\n",
35074         "  'Longitude': -0.757587,\n",
35075         "  'Number_of_Casualties': 4,\n",
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35078         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
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35080         "  'Road_Surface_Conditions': 2,\n",
35081         "  'Road_Type': 6,\n",
35082         "  'Special_Conditions_at_Site': 0,\n",
35083         "  'Speed_limit': 60,\n",
35084         "  'Time': '20:10',\n",
35085         "  'Urban_or_Rural_Area': 1,\n",
35086         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
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35093         "    'Hit_Object_off_Carriageway': 0,\n",
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35096         "    'Propulsion_Code': 1,\n",
35097         "    'Sex_of_Driver': 1,\n",
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35099         "    'Towing_and_Articulation': 0,\n",
35100         "    'Vehicle_Leaving_Carriageway': 7,\n",
35101         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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35103         "    'Vehicle_Reference': 1,\n",
35104         "    'Vehicle_Type': 9,\n",
35105         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
35106         "   {'1st_Point_of_Impact': 1,\n",
35107         "    'Age_Band_of_Driver': 5,\n",
35108         "    'Age_of_Vehicle': 11,\n",
35109         "    'Driver_Home_Area_Type': 1,\n",
35110         "    'Driver_IMD_Decile': 5,\n",
35111         "    'Engine_Capacity_(CC)': 2198,\n",
35112         "    'Hit_Object_in_Carriageway': 0,\n",
35113         "    'Hit_Object_off_Carriageway': 0,\n",
35114         "    'Journey_Purpose_of_Driver': 6,\n",
35115         "    'Junction_Location': 0,\n",
35116         "    'Propulsion_Code': 1,\n",
35117         "    'Sex_of_Driver': 1,\n",
35118         "    'Skidding_and_Overturning': 0,\n",
35119         "    'Towing_and_Articulation': 0,\n",
35120         "    'Vehicle_Leaving_Carriageway': 1,\n",
35121         "    'Vehicle_Location-Restricted_Lane': 0,\n",
35122         "    'Vehicle_Manoeuvre': 18,\n",
35123         "    'Vehicle_Reference': 2,\n",
35124         "    'Vehicle_Type': 9,\n",
35125         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
35126         "  'Weather_Conditions': 2,\n",
35127         "  '_id': ObjectId('52a9c98292c4e16686d2b5f1'),\n",
35128         "  'loc': {'coordinates': [-0.757587, 52.025898], 'type': 'Point'}},\n",
35129         " {'1st_Road_Class': 5,\n",
35130         "  '1st_Road_Number': 147,\n",
35131         "  '2nd_Road_Class': -1,\n",
35132         "  '2nd_Road_Number': 0,\n",
35133         "  'Accident_Index': '201243S015082',\n",
35134         "  'Accident_Severity': 3,\n",
35135         "  'Carriageway_Hazards': 0,\n",
35136         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
35137         "    'Bus_or_Coach_Passenger': 0,\n",
35138         "    'Car_Passenger': 0,\n",
35139         "    'Casualty_Class': 1,\n",
35140         "    'Casualty_Home_Area_Type': 3,\n",
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35142         "    'Casualty_Severity': 3,\n",
35143         "    'Casualty_Type': 9,\n",
35144         "    'Pedestrian_Location': 0,\n",
35145         "    'Pedestrian_Movement': 0,\n",
35146         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
35147         "    'Sex_of_Casualty': 2,\n",
35148         "    'Vehicle_Reference': 1},\n",
35149         "   {'Age_Band_of_Casualty': 8,\n",
35150         "    'Bus_or_Coach_Passenger': 0,\n",
35151         "    'Car_Passenger': 0,\n",
35152         "    'Casualty_Class': 1,\n",
35153         "    'Casualty_Home_Area_Type': 1,\n",
35154         "    'Casualty_Reference': 1,\n",
35155         "    'Casualty_Severity': 3,\n",
35156         "    'Casualty_Type': 9,\n",
35157         "    'Pedestrian_Location': 0,\n",
35158         "    'Pedestrian_Movement': 0,\n",
35159         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
35160         "    'Sex_of_Casualty': 2,\n",
35161         "    'Vehicle_Reference': 2},\n",
35162         "   {'Age_Band_of_Casualty': 8,\n",
35163         "    'Bus_or_Coach_Passenger': 0,\n",
35164         "    'Car_Passenger': 1,\n",
35165         "    'Casualty_Class': 2,\n",
35166         "    'Casualty_Home_Area_Type': 1,\n",
35167         "    'Casualty_Reference': 2,\n",
35168         "    'Casualty_Severity': 3,\n",
35169         "    'Casualty_Type': 9,\n",
35170         "    'Pedestrian_Location': 0,\n",
35171         "    'Pedestrian_Movement': 0,\n",
35172         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
35173         "    'Sex_of_Casualty': 1,\n",
35174         "    'Vehicle_Reference': 2}],\n",
35175         "  'Date': '02/08/2012',\n",
35176         "  'Datetime': datetime.datetime(2012, 8, 2, 16, 50),\n",
35177         "  'Day_of_Week': 5,\n",
35178         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
35179         "  'Junction_Control': -1,\n",
35180         "  'Junction_Detail': 0,\n",
35181         "  'LSOA_of_Accident_Location': 'E01016847',\n",
35182         "  'Latitude': 52.025808,\n",
35183         "  'Light_Conditions': 1,\n",
35184         "  'Local_Authority_(District)': 479,\n",
35185         "  'Local_Authority_(Highway)': 'E06000042',\n",
35186         "  'Location_Easting_OSGR': 485340,\n",
35187         "  'Location_Northing_OSGR': 237110,\n",
35188         "  'Longitude': -0.757589,\n",
35189         "  'Number_of_Casualties': 3,\n",
35190         "  'Number_of_Vehicles': 2,\n",
35191         "  'Pedestrian_Crossing-Human_Control': 0,\n",
35192         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
35193         "  'Police_Force': 43,\n",
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35197         "  'Speed_limit': 60,\n",
35198         "  'Time': '16:50',\n",
35199         "  'Urban_or_Rural_Area': 1,\n",
35200         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
35201         "    'Age_Band_of_Driver': 7,\n",
35202         "    'Age_of_Vehicle': 8,\n",
35203         "    'Driver_Home_Area_Type': 3,\n",
35204         "    'Driver_IMD_Decile': 9,\n",
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35206         "    'Hit_Object_in_Carriageway': 0,\n",
35207         "    'Hit_Object_off_Carriageway': 7,\n",
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35210         "    'Propulsion_Code': 2,\n",
35211         "    'Sex_of_Driver': 2,\n",
35212         "    'Skidding_and_Overturning': 0,\n",
35213         "    'Towing_and_Articulation': 0,\n",
35214         "    'Vehicle_Leaving_Carriageway': 2,\n",
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35216         "    'Vehicle_Manoeuvre': 18,\n",
35217         "    'Vehicle_Reference': 1,\n",
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35220         "   {'1st_Point_of_Impact': 1,\n",
35221         "    'Age_Band_of_Driver': 8,\n",
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35226         "    'Hit_Object_in_Carriageway': 0,\n",
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35233         "    'Towing_and_Articulation': 0,\n",
35234         "    'Vehicle_Leaving_Carriageway': 0,\n",
35235         "    'Vehicle_Location-Restricted_Lane': 0,\n",
35236         "    'Vehicle_Manoeuvre': 18,\n",
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35238         "    'Vehicle_Type': 9,\n",
35239         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
35240         "  'Weather_Conditions': 2,\n",
35241         "  '_id': ObjectId('52a9c98292c4e16686d2b5ef'),\n",
35242         "  'loc': {'coordinates': [-0.757589, 52.025808], 'type': 'Point'}},\n",
35243         " {'1st_Road_Class': 5,\n",
35244         "  '1st_Road_Number': 156,\n",
35245         "  '2nd_Road_Class': 5,\n",
35246         "  '2nd_Road_Number': 147,\n",
35247         "  'Accident_Index': '201243S090092',\n",
35248         "  'Accident_Severity': 3,\n",
35249         "  'Carriageway_Hazards': 0,\n",
35250         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
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35256         "    'Casualty_Severity': 3,\n",
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35261         "    'Sex_of_Casualty': 1,\n",
35262         "    'Vehicle_Reference': 1},\n",
35263         "   {'Age_Band_of_Casualty': 6,\n",
35264         "    'Bus_or_Coach_Passenger': 0,\n",
35265         "    'Car_Passenger': 1,\n",
35266         "    'Casualty_Class': 2,\n",
35267         "    'Casualty_Home_Area_Type': 1,\n",
35268         "    'Casualty_Reference': 2,\n",
35269         "    'Casualty_Severity': 3,\n",
35270         "    'Casualty_Type': 9,\n",
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35273         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
35274         "    'Sex_of_Casualty': 1,\n",
35275         "    'Vehicle_Reference': 1}],\n",
35276         "  'Date': '22/09/2012',\n",
35277         "  'Datetime': datetime.datetime(2012, 9, 22, 6, 10),\n",
35278         "  'Day_of_Week': 7,\n",
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35281         "  'Junction_Detail': 1,\n",
35282         "  'LSOA_of_Accident_Location': 'E01016728',\n",
35283         "  'Latitude': 52.025636,\n",
35284         "  'Light_Conditions': 4,\n",
35285         "  'Local_Authority_(District)': 479,\n",
35286         "  'Local_Authority_(Highway)': 'E06000042',\n",
35287         "  'Location_Easting_OSGR': 485290,\n",
35288         "  'Location_Northing_OSGR': 237090,\n",
35289         "  'Longitude': -0.758323,\n",
35290         "  'Number_of_Casualties': 2,\n",
35291         "  'Number_of_Vehicles': 1,\n",
35292         "  'Pedestrian_Crossing-Human_Control': 0,\n",
35293         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
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35296         "  'Road_Type': 3,\n",
35297         "  'Special_Conditions_at_Site': 0,\n",
35298         "  'Speed_limit': 70,\n",
35299         "  'Time': '06:10',\n",
35300         "  'Urban_or_Rural_Area': 1,\n",
35301         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
35302         "    'Age_Band_of_Driver': 5,\n",
35303         "    'Age_of_Vehicle': 1,\n",
35304         "    'Driver_Home_Area_Type': 1,\n",
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35308         "    'Hit_Object_off_Carriageway': 10,\n",
35309         "    'Journey_Purpose_of_Driver': 1,\n",
35310         "    'Junction_Location': 8,\n",
35311         "    'Propulsion_Code': 2,\n",
35312         "    'Sex_of_Driver': 1,\n",
35313         "    'Skidding_and_Overturning': 1,\n",
35314         "    'Towing_and_Articulation': 0,\n",
35315         "    'Vehicle_Leaving_Carriageway': 1,\n",
35316         "    'Vehicle_Location-Restricted_Lane': 0,\n",
35317         "    'Vehicle_Manoeuvre': 18,\n",
35318         "    'Vehicle_Reference': 1,\n",
35319         "    'Vehicle_Type': 9,\n",
35320         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
35321         "  'Weather_Conditions': 1,\n",
35322         "  '_id': ObjectId('52a9c98292c4e16686d2b750'),\n",
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35324         " {'1st_Road_Class': 5,\n",
35325         "  '1st_Road_Number': 156,\n",
35326         "  '2nd_Road_Class': 6,\n",
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35328         "  'Accident_Index': '201243S031092',\n",
35329         "  'Accident_Severity': 3,\n",
35330         "  'Carriageway_Hazards': 0,\n",
35331         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
35332         "    'Bus_or_Coach_Passenger': 0,\n",
35333         "    'Car_Passenger': 1,\n",
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35343         "    'Vehicle_Reference': 2},\n",
35344         "   {'Age_Band_of_Casualty': 4,\n",
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35356         "    'Vehicle_Reference': 2},\n",
35357         "   {'Age_Band_of_Casualty': 4,\n",
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35361         "    'Casualty_Home_Area_Type': -1,\n",
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35367         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
35368         "    'Sex_of_Casualty': 2,\n",
35369         "    'Vehicle_Reference': 2}],\n",
35370         "  'Date': '08/09/2012',\n",
35371         "  'Datetime': datetime.datetime(2012, 9, 8, 11, 50),\n",
35372         "  'Day_of_Week': 7,\n",
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35374         "  'Junction_Control': 4,\n",
35375         "  'Junction_Detail': 3,\n",
35376         "  'LSOA_of_Accident_Location': 'E01016844',\n",
35377         "  'Latitude': 52.022997,\n",
35378         "  'Light_Conditions': 1,\n",
35379         "  'Local_Authority_(District)': 479,\n",
35380         "  'Local_Authority_(Highway)': 'E06000042',\n",
35381         "  'Location_Easting_OSGR': 485500,\n",
35382         "  'Location_Northing_OSGR': 236800,\n",
35383         "  'Longitude': -0.755335,\n",
35384         "  'Number_of_Casualties': 3,\n",
35385         "  'Number_of_Vehicles': 2,\n",
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35388         "  'Police_Force': 43,\n",
35389         "  'Road_Surface_Conditions': 1,\n",
35390         "  'Road_Type': 3,\n",
35391         "  'Special_Conditions_at_Site': 0,\n",
35392         "  'Speed_limit': 70,\n",
35393         "  'Time': '11:50',\n",
35394         "  'Urban_or_Rural_Area': 1,\n",
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35396         "    'Age_Band_of_Driver': 6,\n",
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35398         "    'Driver_Home_Area_Type': 1,\n",
35399         "    'Driver_IMD_Decile': 10,\n",
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35401         "    'Hit_Object_in_Carriageway': 0,\n",
35402         "    'Hit_Object_off_Carriageway': 0,\n",
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35406         "    'Sex_of_Driver': 1,\n",
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35408         "    'Towing_and_Articulation': 0,\n",
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35415         "   {'1st_Point_of_Impact': 1,\n",
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35422         "    'Hit_Object_off_Carriageway': 0,\n",
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35425         "    'Propulsion_Code': 1,\n",
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35428         "    'Towing_and_Articulation': 0,\n",
35429         "    'Vehicle_Leaving_Carriageway': 0,\n",
35430         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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35433         "    'Vehicle_Type': 9,\n",
35434         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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35438         " {'1st_Road_Class': 5,\n",
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35440         "  '2nd_Road_Class': 6,\n",
35441         "  '2nd_Road_Number': 1069,\n",
35442         "  'Accident_Index': '201243S043102',\n",
35443         "  'Accident_Severity': 3,\n",
35444         "  'Carriageway_Hazards': 0,\n",
35445         "  'Casualties': [{'Age_Band_of_Casualty': 1,\n",
35446         "    'Bus_or_Coach_Passenger': 0,\n",
35447         "    'Car_Passenger': 2,\n",
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35450         "    'Casualty_Reference': 2,\n",
35451         "    'Casualty_Severity': 3,\n",
35452         "    'Casualty_Type': 9,\n",
35453         "    'Pedestrian_Location': 0,\n",
35454         "    'Pedestrian_Movement': 0,\n",
35455         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
35456         "    'Sex_of_Casualty': 2,\n",
35457         "    'Vehicle_Reference': 1},\n",
35458         "   {'Age_Band_of_Casualty': 6,\n",
35459         "    'Bus_or_Coach_Passenger': 0,\n",
35460         "    'Car_Passenger': 0,\n",
35461         "    'Casualty_Class': 1,\n",
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35468         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
35469         "    'Sex_of_Casualty': 2,\n",
35470         "    'Vehicle_Reference': 2}],\n",
35471         "  'Date': '10/10/2012',\n",
35472         "  'Datetime': datetime.datetime(2012, 10, 10, 8, 48),\n",
35473         "  'Day_of_Week': 4,\n",
35474         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
35475         "  'Junction_Control': 4,\n",
35476         "  'Junction_Detail': 3,\n",
35477         "  'LSOA_of_Accident_Location': 'E01016844',\n",
35478         "  'Latitude': 52.022994,\n",
35479         "  'Light_Conditions': 1,\n",
35480         "  'Local_Authority_(District)': 479,\n",
35481         "  'Local_Authority_(Highway)': 'E06000042',\n",
35482         "  'Location_Easting_OSGR': 485520,\n",
35483         "  'Location_Northing_OSGR': 236800,\n",
35484         "  'Longitude': -0.755044,\n",
35485         "  'Number_of_Casualties': 2,\n",
35486         "  'Number_of_Vehicles': 2,\n",
35487         "  'Pedestrian_Crossing-Human_Control': 0,\n",
35488         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
35489         "  'Police_Force': 43,\n",
35490         "  'Road_Surface_Conditions': 1,\n",
35491         "  'Road_Type': 3,\n",
35492         "  'Special_Conditions_at_Site': 0,\n",
35493         "  'Speed_limit': 70,\n",
35494         "  'Time': '08:48',\n",
35495         "  'Urban_or_Rural_Area': 1,\n",
35496         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
35497         "    'Age_Band_of_Driver': 6,\n",
35498         "    'Age_of_Vehicle': 9,\n",
35499         "    'Driver_Home_Area_Type': 1,\n",
35500         "    'Driver_IMD_Decile': 2,\n",
35501         "    'Engine_Capacity_(CC)': 1998,\n",
35502         "    'Hit_Object_in_Carriageway': 0,\n",
35503         "    'Hit_Object_off_Carriageway': 0,\n",
35504         "    'Journey_Purpose_of_Driver': 3,\n",
35505         "    'Junction_Location': 6,\n",
35506         "    'Propulsion_Code': 2,\n",
35507         "    'Sex_of_Driver': 1,\n",
35508         "    'Skidding_and_Overturning': 0,\n",
35509         "    'Towing_and_Articulation': 0,\n",
35510         "    'Vehicle_Leaving_Carriageway': 0,\n",
35511         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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35515         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
35516         "   {'1st_Point_of_Impact': 1,\n",
35517         "    'Age_Band_of_Driver': 6,\n",
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35523         "    'Hit_Object_off_Carriageway': 0,\n",
35524         "    'Journey_Purpose_of_Driver': 6,\n",
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35527         "    'Sex_of_Driver': 2,\n",
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35529         "    'Towing_and_Articulation': 0,\n",
35530         "    'Vehicle_Leaving_Carriageway': 0,\n",
35531         "    'Vehicle_Location-Restricted_Lane': 0,\n",
35532         "    'Vehicle_Manoeuvre': 18,\n",
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35537         "  '_id': ObjectId('52a9c98292c4e16686d2b670'),\n",
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35539         " {'1st_Road_Class': 5,\n",
35540         "  '1st_Road_Number': 156,\n",
35541         "  '2nd_Road_Class': 6,\n",
35542         "  '2nd_Road_Number': 1069,\n",
35543         "  'Accident_Index': '201243S144102',\n",
35544         "  'Accident_Severity': 3,\n",
35545         "  'Carriageway_Hazards': 0,\n",
35546         "  'Casualties': [{'Age_Band_of_Casualty': 11,\n",
35547         "    'Bus_or_Coach_Passenger': 0,\n",
35548         "    'Car_Passenger': 0,\n",
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35550         "    'Casualty_Home_Area_Type': 1,\n",
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35554         "    'Pedestrian_Location': 0,\n",
35555         "    'Pedestrian_Movement': 0,\n",
35556         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
35557         "    'Sex_of_Casualty': 2,\n",
35558         "    'Vehicle_Reference': 1},\n",
35559         "   {'Age_Band_of_Casualty': 8,\n",
35560         "    'Bus_or_Coach_Passenger': 0,\n",
35561         "    'Car_Passenger': 0,\n",
35562         "    'Casualty_Class': 1,\n",
35563         "    'Casualty_Home_Area_Type': 1,\n",
35564         "    'Casualty_Reference': 2,\n",
35565         "    'Casualty_Severity': 3,\n",
35566         "    'Casualty_Type': 9,\n",
35567         "    'Pedestrian_Location': 0,\n",
35568         "    'Pedestrian_Movement': 0,\n",
35569         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
35570         "    'Sex_of_Casualty': 1,\n",
35571         "    'Vehicle_Reference': 2},\n",
35572         "   {'Age_Band_of_Casualty': 2,\n",
35573         "    'Bus_or_Coach_Passenger': 0,\n",
35574         "    'Car_Passenger': 1,\n",
35575         "    'Casualty_Class': 2,\n",
35576         "    'Casualty_Home_Area_Type': 1,\n",
35577         "    'Casualty_Reference': 3,\n",
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35579         "    'Casualty_Type': 9,\n",
35580         "    'Pedestrian_Location': 0,\n",
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35582         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
35583         "    'Sex_of_Casualty': 1,\n",
35584         "    'Vehicle_Reference': 2}],\n",
35585         "  'Date': '31/10/2012',\n",
35586         "  'Datetime': datetime.datetime(2012, 10, 31, 15, 51),\n",
35587         "  'Day_of_Week': 4,\n",
35588         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
35589         "  'Junction_Control': 4,\n",
35590         "  'Junction_Detail': 3,\n",
35591         "  'LSOA_of_Accident_Location': 'E01016844',\n",
35592         "  'Latitude': 52.023362,\n",
35593         "  'Light_Conditions': 1,\n",
35594         "  'Local_Authority_(District)': 479,\n",
35595         "  'Local_Authority_(Highway)': 'E06000042',\n",
35596         "  'Location_Easting_OSGR': 485470,\n",
35597         "  'Location_Northing_OSGR': 236840,\n",
35598         "  'Longitude': -0.755763,\n",
35599         "  'Number_of_Casualties': 3,\n",
35600         "  'Number_of_Vehicles': 2,\n",
35601         "  'Pedestrian_Crossing-Human_Control': 0,\n",
35602         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
35603         "  'Police_Force': 43,\n",
35604         "  'Road_Surface_Conditions': 2,\n",
35605         "  'Road_Type': 3,\n",
35606         "  'Special_Conditions_at_Site': 0,\n",
35607         "  'Speed_limit': 70,\n",
35608         "  'Time': '15:51',\n",
35609         "  'Urban_or_Rural_Area': 1,\n",
35610         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
35611         "    'Age_Band_of_Driver': 11,\n",
35612         "    'Age_of_Vehicle': 5,\n",
35613         "    'Driver_Home_Area_Type': 1,\n",
35614         "    'Driver_IMD_Decile': 5,\n",
35615         "    'Engine_Capacity_(CC)': 1598,\n",
35616         "    'Hit_Object_in_Carriageway': 0,\n",
35617         "    'Hit_Object_off_Carriageway': 0,\n",
35618         "    'Journey_Purpose_of_Driver': 6,\n",
35619         "    'Junction_Location': 8,\n",
35620         "    'Propulsion_Code': 1,\n",
35621         "    'Sex_of_Driver': 2,\n",
35622         "    'Skidding_and_Overturning': 0,\n",
35623         "    'Towing_and_Articulation': 0,\n",
35624         "    'Vehicle_Leaving_Carriageway': 1,\n",
35625         "    'Vehicle_Location-Restricted_Lane': 0,\n",
35626         "    'Vehicle_Manoeuvre': 9,\n",
35627         "    'Vehicle_Reference': 1,\n",
35628         "    'Vehicle_Type': 9,\n",
35629         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
35630         "   {'1st_Point_of_Impact': 4,\n",
35631         "    'Age_Band_of_Driver': 8,\n",
35632         "    'Age_of_Vehicle': 5,\n",
35633         "    'Driver_Home_Area_Type': 1,\n",
35634         "    'Driver_IMD_Decile': 4,\n",
35635         "    'Engine_Capacity_(CC)': 2000,\n",
35636         "    'Hit_Object_in_Carriageway': 0,\n",
35637         "    'Hit_Object_off_Carriageway': 0,\n",
35638         "    'Journey_Purpose_of_Driver': 6,\n",
35639         "    'Junction_Location': 1,\n",
35640         "    'Propulsion_Code': 1,\n",
35641         "    'Sex_of_Driver': 1,\n",
35642         "    'Skidding_and_Overturning': 0,\n",
35643         "    'Towing_and_Articulation': 0,\n",
35644         "    'Vehicle_Leaving_Carriageway': 0,\n",
35645         "    'Vehicle_Location-Restricted_Lane': 0,\n",
35646         "    'Vehicle_Manoeuvre': 18,\n",
35647         "    'Vehicle_Reference': 2,\n",
35648         "    'Vehicle_Type': 9,\n",
35649         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
35650         "  'Weather_Conditions': 2,\n",
35651         "  '_id': ObjectId('52a9c98292c4e16686d2b843'),\n",
35652         "  'loc': {'coordinates': [-0.755763, 52.023362], 'type': 'Point'}},\n",
35653         " {'1st_Road_Class': 6,\n",
35654         "  '1st_Road_Number': 1069,\n",
35655         "  '2nd_Road_Class': -1,\n",
35656         "  '2nd_Road_Number': -1,\n",
35657         "  'Accident_Index': '201243S143052',\n",
35658         "  'Accident_Severity': 2,\n",
35659         "  'Carriageway_Hazards': 0,\n",
35660         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
35661         "    'Bus_or_Coach_Passenger': 0,\n",
35662         "    'Car_Passenger': 0,\n",
35663         "    'Casualty_Class': 1,\n",
35664         "    'Casualty_Home_Area_Type': 1,\n",
35665         "    'Casualty_Reference': 1,\n",
35666         "    'Casualty_Severity': 2,\n",
35667         "    'Casualty_Type': 3,\n",
35668         "    'Pedestrian_Location': 0,\n",
35669         "    'Pedestrian_Movement': 0,\n",
35670         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
35671         "    'Sex_of_Casualty': 1,\n",
35672         "    'Vehicle_Reference': 1},\n",
35673         "   {'Age_Band_of_Casualty': 8,\n",
35674         "    'Bus_or_Coach_Passenger': 0,\n",
35675         "    'Car_Passenger': 0,\n",
35676         "    'Casualty_Class': 1,\n",
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35678         "    'Casualty_Reference': 2,\n",
35679         "    'Casualty_Severity': 3,\n",
35680         "    'Casualty_Type': 9,\n",
35681         "    'Pedestrian_Location': 0,\n",
35682         "    'Pedestrian_Movement': 0,\n",
35683         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
35684         "    'Sex_of_Casualty': 1,\n",
35685         "    'Vehicle_Reference': 2}],\n",
35686         "  'Date': '22/05/2012',\n",
35687         "  'Datetime': datetime.datetime(2012, 5, 22, 15, 7),\n",
35688         "  'Day_of_Week': 3,\n",
35689         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
35690         "  'Junction_Control': 4,\n",
35691         "  'Junction_Detail': 8,\n",
35692         "  'LSOA_of_Accident_Location': 'E01016847',\n",
35693         "  'Latitude': 52.024261,\n",
35694         "  'Light_Conditions': 1,\n",
35695         "  'Local_Authority_(District)': 479,\n",
35696         "  'Local_Authority_(Highway)': 'E06000042',\n",
35697         "  'Location_Easting_OSGR': 486050,\n",
35698         "  'Location_Northing_OSGR': 236950,\n",
35699         "  'Longitude': -0.747284,\n",
35700         "  'Number_of_Casualties': 2,\n",
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35702         "  'Pedestrian_Crossing-Human_Control': 0,\n",
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35704         "  'Police_Force': 43,\n",
35705         "  'Road_Surface_Conditions': 1,\n",
35706         "  'Road_Type': 6,\n",
35707         "  'Special_Conditions_at_Site': 0,\n",
35708         "  'Speed_limit': 30,\n",
35709         "  'Time': '15:07',\n",
35710         "  'Urban_or_Rural_Area': 1,\n",
35711         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
35712         "    'Age_Band_of_Driver': 4,\n",
35713         "    'Age_of_Vehicle': -1,\n",
35714         "    'Driver_Home_Area_Type': 1,\n",
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35717         "    'Hit_Object_in_Carriageway': 0,\n",
35718         "    'Hit_Object_off_Carriageway': 0,\n",
35719         "    'Journey_Purpose_of_Driver': 6,\n",
35720         "    'Junction_Location': 1,\n",
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35722         "    'Sex_of_Driver': 1,\n",
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35724         "    'Towing_and_Articulation': 0,\n",
35725         "    'Vehicle_Leaving_Carriageway': 0,\n",
35726         "    'Vehicle_Location-Restricted_Lane': 0,\n",
35727         "    'Vehicle_Manoeuvre': 18,\n",
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35729         "    'Vehicle_Type': 3,\n",
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35731         "   {'1st_Point_of_Impact': 2,\n",
35732         "    'Age_Band_of_Driver': 8,\n",
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35737         "    'Hit_Object_in_Carriageway': 0,\n",
35738         "    'Hit_Object_off_Carriageway': 0,\n",
35739         "    'Journey_Purpose_of_Driver': 6,\n",
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35744         "    'Towing_and_Articulation': 0,\n",
35745         "    'Vehicle_Leaving_Carriageway': 0,\n",
35746         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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35749         "    'Vehicle_Type': 9,\n",
35750         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
35751         "  'Weather_Conditions': 1,\n",
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35753         "  'loc': {'coordinates': [-0.747284, 52.024261], 'type': 'Point'}},\n",
35754         " {'1st_Road_Class': 5,\n",
35755         "  '1st_Road_Number': 157,\n",
35756         "  '2nd_Road_Class': -1,\n",
35757         "  '2nd_Road_Number': 0,\n",
35758         "  'Accident_Index': '201243S106062',\n",
35759         "  'Accident_Severity': 3,\n",
35760         "  'Carriageway_Hazards': 0,\n",
35761         "  'Casualties': [{'Age_Band_of_Casualty': 1,\n",
35762         "    'Bus_or_Coach_Passenger': 0,\n",
35763         "    'Car_Passenger': 0,\n",
35764         "    'Casualty_Class': 3,\n",
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35768         "    'Casualty_Type': 0,\n",
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35770         "    'Pedestrian_Movement': 3,\n",
35771         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
35772         "    'Sex_of_Casualty': 1,\n",
35773         "    'Vehicle_Reference': 1}],\n",
35774         "  'Date': '28/06/2012',\n",
35775         "  'Datetime': datetime.datetime(2012, 6, 28, 16, 14),\n",
35776         "  'Day_of_Week': 5,\n",
35777         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
35778         "  'Junction_Control': -1,\n",
35779         "  'Junction_Detail': 0,\n",
35780         "  'LSOA_of_Accident_Location': 'E01016729',\n",
35781         "  'Latitude': 52.03474,\n",
35782         "  'Light_Conditions': 1,\n",
35783         "  'Local_Authority_(District)': 479,\n",
35784         "  'Local_Authority_(Highway)': 'E06000042',\n",
35785         "  'Location_Easting_OSGR': 485710,\n",
35786         "  'Location_Northing_OSGR': 238110,\n",
35787         "  'Longitude': -0.751948,\n",
35788         "  'Number_of_Casualties': 1,\n",
35789         "  'Number_of_Vehicles': 1,\n",
35790         "  'Pedestrian_Crossing-Human_Control': 0,\n",
35791         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
35792         "  'Police_Force': 43,\n",
35793         "  'Road_Surface_Conditions': 1,\n",
35794         "  'Road_Type': 3,\n",
35795         "  'Special_Conditions_at_Site': 0,\n",
35796         "  'Speed_limit': 70,\n",
35797         "  'Time': '16:14',\n",
35798         "  'Urban_or_Rural_Area': 1,\n",
35799         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
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35806         "    'Hit_Object_off_Carriageway': 0,\n",
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35821         "  'loc': {'coordinates': [-0.751948, 52.03474], 'type': 'Point'}},\n",
35822         " {'1st_Road_Class': 5,\n",
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35826         "  'Accident_Index': '201243S039102',\n",
35827         "  'Accident_Severity': 2,\n",
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35841         "    'Vehicle_Reference': 1},\n",
35842         "   {'Age_Band_of_Casualty': 3,\n",
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35844         "    'Car_Passenger': 1,\n",
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35854         "    'Vehicle_Reference': 1},\n",
35855         "   {'Age_Band_of_Casualty': 3,\n",
35856         "    'Bus_or_Coach_Passenger': 0,\n",
35857         "    'Car_Passenger': 2,\n",
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35859         "    'Casualty_Home_Area_Type': 1,\n",
35860         "    'Casualty_Reference': 5,\n",
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35862         "    'Casualty_Type': 9,\n",
35863         "    'Pedestrian_Location': 0,\n",
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35865         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
35866         "    'Sex_of_Casualty': 2,\n",
35867         "    'Vehicle_Reference': 1},\n",
35868         "   {'Age_Band_of_Casualty': 2,\n",
35869         "    'Bus_or_Coach_Passenger': 0,\n",
35870         "    'Car_Passenger': 2,\n",
35871         "    'Casualty_Class': 2,\n",
35872         "    'Casualty_Home_Area_Type': 1,\n",
35873         "    'Casualty_Reference': 6,\n",
35874         "    'Casualty_Severity': 3,\n",
35875         "    'Casualty_Type': 9,\n",
35876         "    'Pedestrian_Location': 0,\n",
35877         "    'Pedestrian_Movement': 0,\n",
35878         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
35879         "    'Sex_of_Casualty': 1,\n",
35880         "    'Vehicle_Reference': 1},\n",
35881         "   {'Age_Band_of_Casualty': 2,\n",
35882         "    'Bus_or_Coach_Passenger': 0,\n",
35883         "    'Car_Passenger': 2,\n",
35884         "    'Casualty_Class': 2,\n",
35885         "    'Casualty_Home_Area_Type': 1,\n",
35886         "    'Casualty_Reference': 7,\n",
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35888         "    'Casualty_Type': 9,\n",
35889         "    'Pedestrian_Location': 0,\n",
35890         "    'Pedestrian_Movement': 0,\n",
35891         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
35892         "    'Sex_of_Casualty': 2,\n",
35893         "    'Vehicle_Reference': 1},\n",
35894         "   {'Age_Band_of_Casualty': 3,\n",
35895         "    'Bus_or_Coach_Passenger': 0,\n",
35896         "    'Car_Passenger': 2,\n",
35897         "    'Casualty_Class': 2,\n",
35898         "    'Casualty_Home_Area_Type': 1,\n",
35899         "    'Casualty_Reference': 2,\n",
35900         "    'Casualty_Severity': 2,\n",
35901         "    'Casualty_Type': 9,\n",
35902         "    'Pedestrian_Location': 0,\n",
35903         "    'Pedestrian_Movement': 0,\n",
35904         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
35905         "    'Sex_of_Casualty': 2,\n",
35906         "    'Vehicle_Reference': 2},\n",
35907         "   {'Age_Band_of_Casualty': 1,\n",
35908         "    'Bus_or_Coach_Passenger': 0,\n",
35909         "    'Car_Passenger': 2,\n",
35910         "    'Casualty_Class': 2,\n",
35911         "    'Casualty_Home_Area_Type': 1,\n",
35912         "    'Casualty_Reference': 3,\n",
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35914         "    'Casualty_Type': 9,\n",
35915         "    'Pedestrian_Location': 0,\n",
35916         "    'Pedestrian_Movement': 0,\n",
35917         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
35918         "    'Sex_of_Casualty': 2,\n",
35919         "    'Vehicle_Reference': 2}],\n",
35920         "  'Date': '09/10/2012',\n",
35921         "  'Datetime': datetime.datetime(2012, 10, 9, 8, 10),\n",
35922         "  'Day_of_Week': 3,\n",
35923         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
35924         "  'Junction_Control': 4,\n",
35925         "  'Junction_Detail': 3,\n",
35926         "  'LSOA_of_Accident_Location': 'E01016847',\n",
35927         "  'Latitude': 52.029762,\n",
35928         "  'Light_Conditions': 1,\n",
35929         "  'Local_Authority_(District)': 479,\n",
35930         "  'Local_Authority_(Highway)': 'E06000042',\n",
35931         "  'Location_Easting_OSGR': 485930,\n",
35932         "  'Location_Northing_OSGR': 237560,\n",
35933         "  'Longitude': -0.74888,\n",
35934         "  'Number_of_Casualties': 7,\n",
35935         "  'Number_of_Vehicles': 2,\n",
35936         "  'Pedestrian_Crossing-Human_Control': 0,\n",
35937         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
35938         "  'Police_Force': 43,\n",
35939         "  'Road_Surface_Conditions': 2,\n",
35940         "  'Road_Type': 6,\n",
35941         "  'Special_Conditions_at_Site': 0,\n",
35942         "  'Speed_limit': 60,\n",
35943         "  'Time': '08:10',\n",
35944         "  'Urban_or_Rural_Area': 1,\n",
35945         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
35946         "    'Age_Band_of_Driver': 7,\n",
35947         "    'Age_of_Vehicle': 5,\n",
35948         "    'Driver_Home_Area_Type': 1,\n",
35949         "    'Driver_IMD_Decile': 4,\n",
35950         "    'Engine_Capacity_(CC)': 1598,\n",
35951         "    'Hit_Object_in_Carriageway': 0,\n",
35952         "    'Hit_Object_off_Carriageway': 0,\n",
35953         "    'Journey_Purpose_of_Driver': 3,\n",
35954         "    'Junction_Location': 8,\n",
35955         "    'Propulsion_Code': 1,\n",
35956         "    'Sex_of_Driver': 2,\n",
35957         "    'Skidding_and_Overturning': 0,\n",
35958         "    'Towing_and_Articulation': 0,\n",
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35960         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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35963         "    'Vehicle_Type': 9,\n",
35964         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
35965         "   {'1st_Point_of_Impact': 1,\n",
35966         "    'Age_Band_of_Driver': 7,\n",
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35970         "    'Engine_Capacity_(CC)': -1,\n",
35971         "    'Hit_Object_in_Carriageway': 0,\n",
35972         "    'Hit_Object_off_Carriageway': 0,\n",
35973         "    'Journey_Purpose_of_Driver': 3,\n",
35974         "    'Junction_Location': 1,\n",
35975         "    'Propulsion_Code': -1,\n",
35976         "    'Sex_of_Driver': 1,\n",
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35978         "    'Towing_and_Articulation': 0,\n",
35979         "    'Vehicle_Leaving_Carriageway': 0,\n",
35980         "    'Vehicle_Location-Restricted_Lane': 0,\n",
35981         "    'Vehicle_Manoeuvre': 18,\n",
35982         "    'Vehicle_Reference': 2,\n",
35983         "    'Vehicle_Type': 9,\n",
35984         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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36109         "  'Date': '28/11/2012',\n",
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36278         "  'Date': '15/04/2012',\n",
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36301         "  'Time': '16:20',\n",
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36323         "   {'1st_Point_of_Impact': 4,\n",
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36346         " {'1st_Road_Class': 6,\n",
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36349         "  '2nd_Road_Number': 1098,\n",
36350         "  'Accident_Index': '201243S099042',\n",
36351         "  'Accident_Severity': 3,\n",
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36364         "    'Sex_of_Casualty': 2,\n",
36365         "    'Vehicle_Reference': 2}],\n",
36366         "  'Date': '27/04/2012',\n",
36367         "  'Datetime': datetime.datetime(2012, 4, 27, 16, 50),\n",
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36378         "  'Location_Northing_OSGR': 238630,\n",
36379         "  'Longitude': -0.755753,\n",
36380         "  'Number_of_Casualties': 1,\n",
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36389         "  'Time': '16:50',\n",
36390         "  'Urban_or_Rural_Area': 1,\n",
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36401         "    'Propulsion_Code': 1,\n",
36402         "    'Sex_of_Driver': 1,\n",
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36411         "   {'1st_Point_of_Impact': 3,\n",
36412         "    'Age_Band_of_Driver': 8,\n",
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36438         "  'Accident_Index': '201243S056062',\n",
36439         "  'Accident_Severity': 3,\n",
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36452         "    'Sex_of_Casualty': 2,\n",
36453         "    'Vehicle_Reference': 2}],\n",
36454         "  'Date': '07/06/2012',\n",
36455         "  'Datetime': datetime.datetime(2012, 6, 7, 16, 0),\n",
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36462         "  'Light_Conditions': 1,\n",
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36477         "  'Time': '16:00',\n",
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36499         "   {'1st_Point_of_Impact': 1,\n",
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36501         "    'Age_of_Vehicle': 4,\n",
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36526         "  'Accident_Index': '201243S111062',\n",
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36541         "    'Vehicle_Reference': 2}],\n",
36542         "  'Date': '20/06/2012',\n",
36543         "  'Datetime': datetime.datetime(2012, 6, 20, 8, 15),\n",
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36553         "  'Location_Easting_OSGR': 485250,\n",
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36562         "  'Road_Type': 3,\n",
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36565         "  'Time': '08:15',\n",
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36577         "    'Propulsion_Code': 1,\n",
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36612         "  '2nd_Road_Class': -1,\n",
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36614         "  'Accident_Index': '201243S078072',\n",
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36629         "    'Vehicle_Reference': 1}],\n",
36630         "  'Date': '18/07/2012',\n",
36631         "  'Datetime': datetime.datetime(2012, 7, 18, 13, 30),\n",
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36639         "  'Local_Authority_(District)': 479,\n",
36640         "  'Local_Authority_(Highway)': 'E06000042',\n",
36641         "  'Location_Easting_OSGR': 485360,\n",
36642         "  'Location_Northing_OSGR': 238630,\n",
36643         "  'Longitude': -0.756919,\n",
36644         "  'Number_of_Casualties': 1,\n",
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36648         "  'Police_Force': 43,\n",
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36650         "  'Road_Type': 6,\n",
36651         "  'Special_Conditions_at_Site': 0,\n",
36652         "  'Speed_limit': 30,\n",
36653         "  'Time': '13:30',\n",
36654         "  'Urban_or_Rural_Area': 1,\n",
36655         "  'Vehicles': [{'1st_Point_of_Impact': 2,\n",
36656         "    'Age_Band_of_Driver': -1,\n",
36657         "    'Age_of_Vehicle': -1,\n",
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36665         "    'Propulsion_Code': -1,\n",
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36678         " {'1st_Road_Class': 6,\n",
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36680         "  '2nd_Road_Class': 6,\n",
36681         "  '2nd_Road_Number': 1098,\n",
36682         "  'Accident_Index': '201243S054082',\n",
36683         "  'Accident_Severity': 3,\n",
36684         "  'Carriageway_Hazards': 0,\n",
36685         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
36686         "    'Bus_or_Coach_Passenger': 0,\n",
36687         "    'Car_Passenger': 0,\n",
36688         "    'Casualty_Class': 1,\n",
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36692         "    'Casualty_Type': 9,\n",
36693         "    'Pedestrian_Location': 0,\n",
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36696         "    'Sex_of_Casualty': 1,\n",
36697         "    'Vehicle_Reference': 1}],\n",
36698         "  'Date': '17/08/2012',\n",
36699         "  'Datetime': datetime.datetime(2012, 8, 17, 17, 0),\n",
36700         "  'Day_of_Week': 6,\n",
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36702         "  'Junction_Control': 4,\n",
36703         "  'Junction_Detail': 6,\n",
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36705         "  'Latitude': 52.039366,\n",
36706         "  'Light_Conditions': 1,\n",
36707         "  'Local_Authority_(District)': 479,\n",
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36709         "  'Location_Easting_OSGR': 485440,\n",
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36718         "  'Road_Type': 6,\n",
36719         "  'Special_Conditions_at_Site': 0,\n",
36720         "  'Speed_limit': 30,\n",
36721         "  'Time': '17:00',\n",
36722         "  'Urban_or_Rural_Area': 1,\n",
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36724         "    'Age_Band_of_Driver': 6,\n",
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36726         "    'Driver_Home_Area_Type': 1,\n",
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36729         "    'Hit_Object_in_Carriageway': 0,\n",
36730         "    'Hit_Object_off_Carriageway': 0,\n",
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36746         "    'Driver_Home_Area_Type': 1,\n",
36747         "    'Driver_IMD_Decile': 2,\n",
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36749         "    'Hit_Object_in_Carriageway': 0,\n",
36750         "    'Hit_Object_off_Carriageway': 0,\n",
36751         "    'Journey_Purpose_of_Driver': 1,\n",
36752         "    'Junction_Location': 1,\n",
36753         "    'Propulsion_Code': 2,\n",
36754         "    'Sex_of_Driver': 1,\n",
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36756         "    'Towing_and_Articulation': 0,\n",
36757         "    'Vehicle_Leaving_Carriageway': 0,\n",
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36760         "    'Vehicle_Reference': 2,\n",
36761         "    'Vehicle_Type': 19,\n",
36762         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
36763         "  'Weather_Conditions': 1,\n",
36764         "  '_id': ObjectId('52a9c98292c4e16686d2b69c'),\n",
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36766         " {'1st_Road_Class': 5,\n",
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36768         "  '2nd_Road_Class': 6,\n",
36769         "  '2nd_Road_Number': 8206,\n",
36770         "  'Accident_Index': '201243S020092',\n",
36771         "  'Accident_Severity': 3,\n",
36772         "  'Carriageway_Hazards': 0,\n",
36773         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
36774         "    'Bus_or_Coach_Passenger': 0,\n",
36775         "    'Car_Passenger': 0,\n",
36776         "    'Casualty_Class': 1,\n",
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36778         "    'Casualty_Reference': 1,\n",
36779         "    'Casualty_Severity': 3,\n",
36780         "    'Casualty_Type': 9,\n",
36781         "    'Pedestrian_Location': 0,\n",
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36783         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
36784         "    'Sex_of_Casualty': 2,\n",
36785         "    'Vehicle_Reference': 1}],\n",
36786         "  'Date': '05/09/2012',\n",
36787         "  'Datetime': datetime.datetime(2012, 9, 5, 14, 4),\n",
36788         "  'Day_of_Week': 4,\n",
36789         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
36790         "  'Junction_Control': 2,\n",
36791         "  'Junction_Detail': 6,\n",
36792         "  'LSOA_of_Accident_Location': 'E01016730',\n",
36793         "  'Latitude': 52.038845,\n",
36794         "  'Light_Conditions': 1,\n",
36795         "  'Local_Authority_(District)': 479,\n",
36796         "  'Local_Authority_(Highway)': 'E06000042',\n",
36797         "  'Location_Easting_OSGR': 485320,\n",
36798         "  'Location_Northing_OSGR': 238560,\n",
36799         "  'Longitude': -0.75752,\n",
36800         "  'Number_of_Casualties': 1,\n",
36801         "  'Number_of_Vehicles': 2,\n",
36802         "  'Pedestrian_Crossing-Human_Control': 0,\n",
36803         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
36804         "  'Police_Force': 43,\n",
36805         "  'Road_Surface_Conditions': 1,\n",
36806         "  'Road_Type': 3,\n",
36807         "  'Special_Conditions_at_Site': 0,\n",
36808         "  'Speed_limit': 30,\n",
36809         "  'Time': '14:04',\n",
36810         "  'Urban_or_Rural_Area': 1,\n",
36811         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
36812         "    'Age_Band_of_Driver': 6,\n",
36813         "    'Age_of_Vehicle': 7,\n",
36814         "    'Driver_Home_Area_Type': 1,\n",
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36816         "    'Engine_Capacity_(CC)': 3498,\n",
36817         "    'Hit_Object_in_Carriageway': 0,\n",
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36819         "    'Journey_Purpose_of_Driver': 6,\n",
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36822         "    'Sex_of_Driver': 2,\n",
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36825         "    'Vehicle_Leaving_Carriageway': 0,\n",
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36827         "    'Vehicle_Manoeuvre': 18,\n",
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36830         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
36831         "   {'1st_Point_of_Impact': 1,\n",
36832         "    'Age_Band_of_Driver': 8,\n",
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36834         "    'Driver_Home_Area_Type': 1,\n",
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36838         "    'Hit_Object_off_Carriageway': 0,\n",
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36840         "    'Junction_Location': 8,\n",
36841         "    'Propulsion_Code': -1,\n",
36842         "    'Sex_of_Driver': 1,\n",
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36844         "    'Towing_and_Articulation': 0,\n",
36845         "    'Vehicle_Leaving_Carriageway': 0,\n",
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36850         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
36851         "  'Weather_Conditions': 1,\n",
36852         "  '_id': ObjectId('52a9c98292c4e16686d2b601'),\n",
36853         "  'loc': {'coordinates': [-0.75752, 52.038845], 'type': 'Point'}},\n",
36854         " {'1st_Road_Class': 5,\n",
36855         "  '1st_Road_Number': 157,\n",
36856         "  '2nd_Road_Class': 6,\n",
36857         "  '2nd_Road_Number': 8206,\n",
36858         "  'Accident_Index': '201243S006112',\n",
36859         "  'Accident_Severity': 3,\n",
36860         "  'Carriageway_Hazards': 0,\n",
36861         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
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36863         "    'Car_Passenger': 0,\n",
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36872         "    'Sex_of_Casualty': 1,\n",
36873         "    'Vehicle_Reference': 1},\n",
36874         "   {'Age_Band_of_Casualty': 5,\n",
36875         "    'Bus_or_Coach_Passenger': 0,\n",
36876         "    'Car_Passenger': 0,\n",
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36878         "    'Casualty_Home_Area_Type': 1,\n",
36879         "    'Casualty_Reference': 2,\n",
36880         "    'Casualty_Severity': 3,\n",
36881         "    'Casualty_Type': 9,\n",
36882         "    'Pedestrian_Location': 0,\n",
36883         "    'Pedestrian_Movement': 0,\n",
36884         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
36885         "    'Sex_of_Casualty': 1,\n",
36886         "    'Vehicle_Reference': 2},\n",
36887         "   {'Age_Band_of_Casualty': 5,\n",
36888         "    'Bus_or_Coach_Passenger': 0,\n",
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36890         "    'Casualty_Class': 2,\n",
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36892         "    'Casualty_Reference': 3,\n",
36893         "    'Casualty_Severity': 3,\n",
36894         "    'Casualty_Type': 9,\n",
36895         "    'Pedestrian_Location': 0,\n",
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36897         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
36898         "    'Sex_of_Casualty': 1,\n",
36899         "    'Vehicle_Reference': 2},\n",
36900         "   {'Age_Band_of_Casualty': 5,\n",
36901         "    'Bus_or_Coach_Passenger': 0,\n",
36902         "    'Car_Passenger': 2,\n",
36903         "    'Casualty_Class': 2,\n",
36904         "    'Casualty_Home_Area_Type': 1,\n",
36905         "    'Casualty_Reference': 4,\n",
36906         "    'Casualty_Severity': 3,\n",
36907         "    'Casualty_Type': 9,\n",
36908         "    'Pedestrian_Location': 0,\n",
36909         "    'Pedestrian_Movement': 0,\n",
36910         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
36911         "    'Sex_of_Casualty': 1,\n",
36912         "    'Vehicle_Reference': 2},\n",
36913         "   {'Age_Band_of_Casualty': 5,\n",
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36915         "    'Car_Passenger': 2,\n",
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36919         "    'Casualty_Severity': 3,\n",
36920         "    'Casualty_Type': 9,\n",
36921         "    'Pedestrian_Location': 0,\n",
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36923         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
36924         "    'Sex_of_Casualty': 1,\n",
36925         "    'Vehicle_Reference': 2}],\n",
36926         "  'Date': '02/11/2012',\n",
36927         "  'Datetime': datetime.datetime(2012, 11, 2, 18, 5),\n",
36928         "  'Day_of_Week': 6,\n",
36929         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
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36931         "  'Junction_Detail': 6,\n",
36932         "  'LSOA_of_Accident_Location': 'E01016730',\n",
36933         "  'Latitude': 52.038847,\n",
36934         "  'Light_Conditions': 4,\n",
36935         "  'Local_Authority_(District)': 479,\n",
36936         "  'Local_Authority_(Highway)': 'E06000042',\n",
36937         "  'Location_Easting_OSGR': 485310,\n",
36938         "  'Location_Northing_OSGR': 238560,\n",
36939         "  'Longitude': -0.757665,\n",
36940         "  'Number_of_Casualties': 5,\n",
36941         "  'Number_of_Vehicles': 2,\n",
36942         "  'Pedestrian_Crossing-Human_Control': 0,\n",
36943         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
36944         "  'Police_Force': 43,\n",
36945         "  'Road_Surface_Conditions': 1,\n",
36946         "  'Road_Type': 3,\n",
36947         "  'Special_Conditions_at_Site': 0,\n",
36948         "  'Speed_limit': 30,\n",
36949         "  'Time': '18:05',\n",
36950         "  'Urban_or_Rural_Area': 1,\n",
36951         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
36952         "    'Age_Band_of_Driver': 7,\n",
36953         "    'Age_of_Vehicle': -1,\n",
36954         "    'Driver_Home_Area_Type': 1,\n",
36955         "    'Driver_IMD_Decile': 5,\n",
36956         "    'Engine_Capacity_(CC)': -1,\n",
36957         "    'Hit_Object_in_Carriageway': 0,\n",
36958         "    'Hit_Object_off_Carriageway': 0,\n",
36959         "    'Journey_Purpose_of_Driver': 6,\n",
36960         "    'Junction_Location': 8,\n",
36961         "    'Propulsion_Code': -1,\n",
36962         "    'Sex_of_Driver': 1,\n",
36963         "    'Skidding_and_Overturning': 0,\n",
36964         "    'Towing_and_Articulation': 0,\n",
36965         "    'Vehicle_Leaving_Carriageway': 0,\n",
36966         "    'Vehicle_Location-Restricted_Lane': 0,\n",
36967         "    'Vehicle_Manoeuvre': 18,\n",
36968         "    'Vehicle_Reference': 1,\n",
36969         "    'Vehicle_Type': 9,\n",
36970         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
36971         "   {'1st_Point_of_Impact': 3,\n",
36972         "    'Age_Band_of_Driver': 5,\n",
36973         "    'Age_of_Vehicle': 11,\n",
36974         "    'Driver_Home_Area_Type': 1,\n",
36975         "    'Driver_IMD_Decile': 2,\n",
36976         "    'Engine_Capacity_(CC)': 1998,\n",
36977         "    'Hit_Object_in_Carriageway': 0,\n",
36978         "    'Hit_Object_off_Carriageway': 0,\n",
36979         "    'Journey_Purpose_of_Driver': 6,\n",
36980         "    'Junction_Location': 8,\n",
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36984         "    'Towing_and_Articulation': 0,\n",
36985         "    'Vehicle_Leaving_Carriageway': 0,\n",
36986         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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36989         "    'Vehicle_Type': 9,\n",
36990         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
36991         "  'Weather_Conditions': 1,\n",
36992         "  '_id': ObjectId('52a9c98292c4e16686d2b5cd'),\n",
36993         "  'loc': {'coordinates': [-0.757665, 52.038847], 'type': 'Point'}},\n",
36994         " {'1st_Road_Class': 6,\n",
36995         "  '1st_Road_Number': 8206,\n",
36996         "  '2nd_Road_Class': 6,\n",
36997         "  '2nd_Road_Number': 1098,\n",
36998         "  'Accident_Index': '201243S077112',\n",
36999         "  'Accident_Severity': 3,\n",
37000         "  'Carriageway_Hazards': 0,\n",
37001         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
37002         "    'Bus_or_Coach_Passenger': 0,\n",
37003         "    'Car_Passenger': 0,\n",
37004         "    'Casualty_Class': 1,\n",
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37006         "    'Casualty_Reference': 1,\n",
37007         "    'Casualty_Severity': 3,\n",
37008         "    'Casualty_Type': 9,\n",
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37010         "    'Pedestrian_Movement': 0,\n",
37011         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
37012         "    'Sex_of_Casualty': 1,\n",
37013         "    'Vehicle_Reference': 2}],\n",
37014         "  'Date': '19/11/2012',\n",
37015         "  'Datetime': datetime.datetime(2012, 11, 19, 9, 0),\n",
37016         "  'Day_of_Week': 2,\n",
37017         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
37018         "  'Junction_Control': 4,\n",
37019         "  'Junction_Detail': 6,\n",
37020         "  'LSOA_of_Accident_Location': 'E01016730',\n",
37021         "  'Latitude': 52.039639,\n",
37022         "  'Light_Conditions': 1,\n",
37023         "  'Local_Authority_(District)': 479,\n",
37024         "  'Local_Authority_(Highway)': 'E06000042',\n",
37025         "  'Location_Easting_OSGR': 485420,\n",
37026         "  'Location_Northing_OSGR': 238650,\n",
37027         "  'Longitude': -0.75604,\n",
37028         "  'Number_of_Casualties': 1,\n",
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37031         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
37032         "  'Police_Force': 43,\n",
37033         "  'Road_Surface_Conditions': 1,\n",
37034         "  'Road_Type': 3,\n",
37035         "  'Special_Conditions_at_Site': 0,\n",
37036         "  'Speed_limit': 30,\n",
37037         "  'Time': '09:00',\n",
37038         "  'Urban_or_Rural_Area': 1,\n",
37039         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
37040         "    'Age_Band_of_Driver': -1,\n",
37041         "    'Age_of_Vehicle': 9,\n",
37042         "    'Driver_Home_Area_Type': 2,\n",
37043         "    'Driver_IMD_Decile': 9,\n",
37044         "    'Engine_Capacity_(CC)': 1397,\n",
37045         "    'Hit_Object_in_Carriageway': 0,\n",
37046         "    'Hit_Object_off_Carriageway': 0,\n",
37047         "    'Journey_Purpose_of_Driver': 6,\n",
37048         "    'Junction_Location': 8,\n",
37049         "    'Propulsion_Code': 1,\n",
37050         "    'Sex_of_Driver': 2,\n",
37051         "    'Skidding_and_Overturning': 0,\n",
37052         "    'Towing_and_Articulation': 0,\n",
37053         "    'Vehicle_Leaving_Carriageway': 0,\n",
37054         "    'Vehicle_Location-Restricted_Lane': 0,\n",
37055         "    'Vehicle_Manoeuvre': 5,\n",
37056         "    'Vehicle_Reference': 1,\n",
37057         "    'Vehicle_Type': 9,\n",
37058         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
37059         "   {'1st_Point_of_Impact': 1,\n",
37060         "    'Age_Band_of_Driver': 6,\n",
37061         "    'Age_of_Vehicle': 1,\n",
37062         "    'Driver_Home_Area_Type': 1,\n",
37063         "    'Driver_IMD_Decile': 2,\n",
37064         "    'Engine_Capacity_(CC)': 1686,\n",
37065         "    'Hit_Object_in_Carriageway': 0,\n",
37066         "    'Hit_Object_off_Carriageway': 0,\n",
37067         "    'Journey_Purpose_of_Driver': 6,\n",
37068         "    'Junction_Location': 8,\n",
37069         "    'Propulsion_Code': 2,\n",
37070         "    'Sex_of_Driver': 1,\n",
37071         "    'Skidding_and_Overturning': 0,\n",
37072         "    'Towing_and_Articulation': 0,\n",
37073         "    'Vehicle_Leaving_Carriageway': 0,\n",
37074         "    'Vehicle_Location-Restricted_Lane': 0,\n",
37075         "    'Vehicle_Manoeuvre': 18,\n",
37076         "    'Vehicle_Reference': 2,\n",
37077         "    'Vehicle_Type': 9,\n",
37078         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
37079         "  'Weather_Conditions': 1,\n",
37080         "  '_id': ObjectId('52a9c98292c4e16686d2b712'),\n",
37081         "  'loc': {'coordinates': [-0.75604, 52.039639], 'type': 'Point'}},\n",
37082         " {'1st_Road_Class': 6,\n",
37083         "  '1st_Road_Number': 8206,\n",
37084         "  '2nd_Road_Class': 6,\n",
37085         "  '2nd_Road_Number': 1098,\n",
37086         "  'Accident_Index': '201243S116112',\n",
37087         "  'Accident_Severity': 3,\n",
37088         "  'Carriageway_Hazards': 0,\n",
37089         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
37090         "    'Bus_or_Coach_Passenger': 0,\n",
37091         "    'Car_Passenger': 2,\n",
37092         "    'Casualty_Class': 2,\n",
37093         "    'Casualty_Home_Area_Type': 1,\n",
37094         "    'Casualty_Reference': 1,\n",
37095         "    'Casualty_Severity': 3,\n",
37096         "    'Casualty_Type': 9,\n",
37097         "    'Pedestrian_Location': 0,\n",
37098         "    'Pedestrian_Movement': 0,\n",
37099         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
37100         "    'Sex_of_Casualty': 1,\n",
37101         "    'Vehicle_Reference': 2}],\n",
37102         "  'Date': '26/11/2012',\n",
37103         "  'Datetime': datetime.datetime(2012, 11, 26, 9, 0),\n",
37104         "  'Day_of_Week': 2,\n",
37105         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
37106         "  'Junction_Control': 4,\n",
37107         "  'Junction_Detail': 6,\n",
37108         "  'LSOA_of_Accident_Location': 'E01016730',\n",
37109         "  'Latitude': 52.03971,\n",
37110         "  'Light_Conditions': 1,\n",
37111         "  'Local_Authority_(District)': 479,\n",
37112         "  'Local_Authority_(Highway)': 'E06000042',\n",
37113         "  'Location_Easting_OSGR': 485427,\n",
37114         "  'Location_Northing_OSGR': 238658,\n",
37115         "  'Longitude': -0.755936,\n",
37116         "  'Number_of_Casualties': 1,\n",
37117         "  'Number_of_Vehicles': 2,\n",
37118         "  'Pedestrian_Crossing-Human_Control': 0,\n",
37119         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
37120         "  'Police_Force': 43,\n",
37121         "  'Road_Surface_Conditions': 2,\n",
37122         "  'Road_Type': 3,\n",
37123         "  'Special_Conditions_at_Site': 0,\n",
37124         "  'Speed_limit': 30,\n",
37125         "  'Time': '09:00',\n",
37126         "  'Urban_or_Rural_Area': 1,\n",
37127         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
37128         "    'Age_Band_of_Driver': 6,\n",
37129         "    'Age_of_Vehicle': 10,\n",
37130         "    'Driver_Home_Area_Type': 1,\n",
37131         "    'Driver_IMD_Decile': 7,\n",
37132         "    'Engine_Capacity_(CC)': 998,\n",
37133         "    'Hit_Object_in_Carriageway': 0,\n",
37134         "    'Hit_Object_off_Carriageway': 0,\n",
37135         "    'Journey_Purpose_of_Driver': 1,\n",
37136         "    'Junction_Location': 1,\n",
37137         "    'Propulsion_Code': 1,\n",
37138         "    'Sex_of_Driver': 2,\n",
37139         "    'Skidding_and_Overturning': 0,\n",
37140         "    'Towing_and_Articulation': 0,\n",
37141         "    'Vehicle_Leaving_Carriageway': 4,\n",
37142         "    'Vehicle_Location-Restricted_Lane': 0,\n",
37143         "    'Vehicle_Manoeuvre': 9,\n",
37144         "    'Vehicle_Reference': 1,\n",
37145         "    'Vehicle_Type': 9,\n",
37146         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
37147         "   {'1st_Point_of_Impact': 4,\n",
37148         "    'Age_Band_of_Driver': 7,\n",
37149         "    'Age_of_Vehicle': -1,\n",
37150         "    'Driver_Home_Area_Type': 1,\n",
37151         "    'Driver_IMD_Decile': 4,\n",
37152         "    'Engine_Capacity_(CC)': -1,\n",
37153         "    'Hit_Object_in_Carriageway': 0,\n",
37154         "    'Hit_Object_off_Carriageway': 0,\n",
37155         "    'Journey_Purpose_of_Driver': 1,\n",
37156         "    'Junction_Location': 1,\n",
37157         "    'Propulsion_Code': -1,\n",
37158         "    'Sex_of_Driver': 1,\n",
37159         "    'Skidding_and_Overturning': 0,\n",
37160         "    'Towing_and_Articulation': 0,\n",
37161         "    'Vehicle_Leaving_Carriageway': 4,\n",
37162         "    'Vehicle_Location-Restricted_Lane': 0,\n",
37163         "    'Vehicle_Manoeuvre': 18,\n",
37164         "    'Vehicle_Reference': 2,\n",
37165         "    'Vehicle_Type': 9,\n",
37166         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
37167         "  'Weather_Conditions': 2,\n",
37168         "  '_id': ObjectId('52a9c98292c4e16686d2b7d9'),\n",
37169         "  'loc': {'coordinates': [-0.755936, 52.03971], 'type': 'Point'}},\n",
37170         " {'1st_Road_Class': 5,\n",
37171         "  '1st_Road_Number': 146,\n",
37172         "  '2nd_Road_Class': 6,\n",
37173         "  '2nd_Road_Number': 9097,\n",
37174         "  'Accident_Index': '201243S115012',\n",
37175         "  'Accident_Severity': 3,\n",
37176         "  'Carriageway_Hazards': 0,\n",
37177         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
37178         "    'Bus_or_Coach_Passenger': 0,\n",
37179         "    'Car_Passenger': 0,\n",
37180         "    'Casualty_Class': 1,\n",
37181         "    'Casualty_Home_Area_Type': 3,\n",
37182         "    'Casualty_Reference': 1,\n",
37183         "    'Casualty_Severity': 3,\n",
37184         "    'Casualty_Type': 9,\n",
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37187         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
37188         "    'Sex_of_Casualty': 2,\n",
37189         "    'Vehicle_Reference': 1}],\n",
37190         "  'Date': '15/01/2012',\n",
37191         "  'Datetime': datetime.datetime(2012, 1, 15, 17, 56),\n",
37192         "  'Day_of_Week': 1,\n",
37193         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
37194         "  'Junction_Control': 4,\n",
37195         "  'Junction_Detail': 1,\n",
37196         "  'LSOA_of_Accident_Location': 'E01016729',\n",
37197         "  'Latitude': 52.038856,\n",
37198         "  'Light_Conditions': 4,\n",
37199         "  'Local_Authority_(District)': 479,\n",
37200         "  'Local_Authority_(Highway)': 'E06000042',\n",
37201         "  'Location_Easting_OSGR': 485830,\n",
37202         "  'Location_Northing_OSGR': 238570,\n",
37203         "  'Longitude': -0.750084,\n",
37204         "  'Number_of_Casualties': 1,\n",
37205         "  'Number_of_Vehicles': 1,\n",
37206         "  'Pedestrian_Crossing-Human_Control': 0,\n",
37207         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
37208         "  'Police_Force': 43,\n",
37209         "  'Road_Surface_Conditions': 2,\n",
37210         "  'Road_Type': 1,\n",
37211         "  'Special_Conditions_at_Site': 0,\n",
37212         "  'Speed_limit': 70,\n",
37213         "  'Time': '17:56',\n",
37214         "  'Urban_or_Rural_Area': 1,\n",
37215         "  'Vehicles': [{'1st_Point_of_Impact': 0,\n",
37216         "    'Age_Band_of_Driver': 7,\n",
37217         "    'Age_of_Vehicle': 6,\n",
37218         "    'Driver_Home_Area_Type': 3,\n",
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37223         "    'Journey_Purpose_of_Driver': 6,\n",
37224         "    'Junction_Location': 3,\n",
37225         "    'Propulsion_Code': 1,\n",
37226         "    'Sex_of_Driver': 2,\n",
37227         "    'Skidding_and_Overturning': 2,\n",
37228         "    'Towing_and_Articulation': 0,\n",
37229         "    'Vehicle_Leaving_Carriageway': 0,\n",
37230         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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37232         "    'Vehicle_Reference': 1,\n",
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37234         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
37235         "  'Weather_Conditions': 1,\n",
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37237         "  'loc': {'coordinates': [-0.750084, 52.038856], 'type': 'Point'}},\n",
37238         " {'1st_Road_Class': 6,\n",
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37240         "  '2nd_Road_Class': 6,\n",
37241         "  '2nd_Road_Number': 1069,\n",
37242         "  'Accident_Index': '201243S092042',\n",
37243         "  'Accident_Severity': 3,\n",
37244         "  'Carriageway_Hazards': 0,\n",
37245         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
37246         "    'Bus_or_Coach_Passenger': 0,\n",
37247         "    'Car_Passenger': 0,\n",
37248         "    'Casualty_Class': 1,\n",
37249         "    'Casualty_Home_Area_Type': 1,\n",
37250         "    'Casualty_Reference': 1,\n",
37251         "    'Casualty_Severity': 3,\n",
37252         "    'Casualty_Type': 8,\n",
37253         "    'Pedestrian_Location': 0,\n",
37254         "    'Pedestrian_Movement': 0,\n",
37255         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
37256         "    'Sex_of_Casualty': 1,\n",
37257         "    'Vehicle_Reference': 2},\n",
37258         "   {'Age_Band_of_Casualty': 6,\n",
37259         "    'Bus_or_Coach_Passenger': 0,\n",
37260         "    'Car_Passenger': 1,\n",
37261         "    'Casualty_Class': 2,\n",
37262         "    'Casualty_Home_Area_Type': 1,\n",
37263         "    'Casualty_Reference': 2,\n",
37264         "    'Casualty_Severity': 3,\n",
37265         "    'Casualty_Type': 8,\n",
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37268         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
37269         "    'Sex_of_Casualty': 1,\n",
37270         "    'Vehicle_Reference': 2}],\n",
37271         "  'Date': '28/04/2012',\n",
37272         "  'Datetime': datetime.datetime(2012, 4, 28, 22, 54),\n",
37273         "  'Day_of_Week': 7,\n",
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37275         "  'Junction_Control': 4,\n",
37276         "  'Junction_Detail': 1,\n",
37277         "  'LSOA_of_Accident_Location': 'E01016729',\n",
37278         "  'Latitude': 52.03812,\n",
37279         "  'Light_Conditions': 4,\n",
37280         "  'Local_Authority_(District)': 479,\n",
37281         "  'Local_Authority_(Highway)': 'E06000042',\n",
37282         "  'Location_Easting_OSGR': 485940,\n",
37283         "  'Location_Northing_OSGR': 238490,\n",
37284         "  'Longitude': -0.7485,\n",
37285         "  'Number_of_Casualties': 2,\n",
37286         "  'Number_of_Vehicles': 2,\n",
37287         "  'Pedestrian_Crossing-Human_Control': 0,\n",
37288         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
37289         "  'Police_Force': 43,\n",
37290         "  'Road_Surface_Conditions': 2,\n",
37291         "  'Road_Type': 6,\n",
37292         "  'Special_Conditions_at_Site': 0,\n",
37293         "  'Speed_limit': 30,\n",
37294         "  'Time': '22:54',\n",
37295         "  'Urban_or_Rural_Area': 1,\n",
37296         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
37297         "    'Age_Band_of_Driver': 6,\n",
37298         "    'Age_of_Vehicle': 12,\n",
37299         "    'Driver_Home_Area_Type': 1,\n",
37300         "    'Driver_IMD_Decile': 4,\n",
37301         "    'Engine_Capacity_(CC)': 1199,\n",
37302         "    'Hit_Object_in_Carriageway': 0,\n",
37303         "    'Hit_Object_off_Carriageway': 0,\n",
37304         "    'Journey_Purpose_of_Driver': 2,\n",
37305         "    'Junction_Location': 4,\n",
37306         "    'Propulsion_Code': 1,\n",
37307         "    'Sex_of_Driver': 1,\n",
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37309         "    'Towing_and_Articulation': 0,\n",
37310         "    'Vehicle_Leaving_Carriageway': 0,\n",
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37312         "    'Vehicle_Manoeuvre': 18,\n",
37313         "    'Vehicle_Reference': 1,\n",
37314         "    'Vehicle_Type': 9,\n",
37315         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
37316         "   {'1st_Point_of_Impact': 4,\n",
37317         "    'Age_Band_of_Driver': 7,\n",
37318         "    'Age_of_Vehicle': 7,\n",
37319         "    'Driver_Home_Area_Type': 1,\n",
37320         "    'Driver_IMD_Decile': 2,\n",
37321         "    'Engine_Capacity_(CC)': 1995,\n",
37322         "    'Hit_Object_in_Carriageway': 0,\n",
37323         "    'Hit_Object_off_Carriageway': 0,\n",
37324         "    'Journey_Purpose_of_Driver': 6,\n",
37325         "    'Junction_Location': 8,\n",
37326         "    'Propulsion_Code': 2,\n",
37327         "    'Sex_of_Driver': 1,\n",
37328         "    'Skidding_and_Overturning': 0,\n",
37329         "    'Towing_and_Articulation': 0,\n",
37330         "    'Vehicle_Leaving_Carriageway': 0,\n",
37331         "    'Vehicle_Location-Restricted_Lane': 0,\n",
37332         "    'Vehicle_Manoeuvre': 18,\n",
37333         "    'Vehicle_Reference': 2,\n",
37334         "    'Vehicle_Type': 8,\n",
37335         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
37336         "  'Weather_Conditions': 5,\n",
37337         "  '_id': ObjectId('52a9c98292c4e16686d2b757'),\n",
37338         "  'loc': {'coordinates': [-0.7485, 52.03812], 'type': 'Point'}},\n",
37339         " {'1st_Road_Class': 5,\n",
37340         "  '1st_Road_Number': 146,\n",
37341         "  '2nd_Road_Class': 6,\n",
37342         "  '2nd_Road_Number': 9097,\n",
37343         "  'Accident_Index': '201243S021092',\n",
37344         "  'Accident_Severity': 3,\n",
37345         "  'Carriageway_Hazards': 0,\n",
37346         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
37347         "    'Bus_or_Coach_Passenger': 0,\n",
37348         "    'Car_Passenger': 0,\n",
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37350         "    'Casualty_Home_Area_Type': 1,\n",
37351         "    'Casualty_Reference': 2,\n",
37352         "    'Casualty_Severity': 3,\n",
37353         "    'Casualty_Type': 9,\n",
37354         "    'Pedestrian_Location': 0,\n",
37355         "    'Pedestrian_Movement': 0,\n",
37356         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
37357         "    'Sex_of_Casualty': 2,\n",
37358         "    'Vehicle_Reference': 1},\n",
37359         "   {'Age_Band_of_Casualty': 7,\n",
37360         "    'Bus_or_Coach_Passenger': 0,\n",
37361         "    'Car_Passenger': 0,\n",
37362         "    'Casualty_Class': 1,\n",
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37364         "    'Casualty_Reference': 1,\n",
37365         "    'Casualty_Severity': 3,\n",
37366         "    'Casualty_Type': 9,\n",
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37369         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
37370         "    'Sex_of_Casualty': 2,\n",
37371         "    'Vehicle_Reference': 2}],\n",
37372         "  'Date': '04/09/2012',\n",
37373         "  'Datetime': datetime.datetime(2012, 9, 4, 22, 5),\n",
37374         "  'Day_of_Week': 3,\n",
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37376         "  'Junction_Control': 4,\n",
37377         "  'Junction_Detail': 1,\n",
37378         "  'LSOA_of_Accident_Location': 'E01016729',\n",
37379         "  'Latitude': 52.039036,\n",
37380         "  'Light_Conditions': 4,\n",
37381         "  'Local_Authority_(District)': 479,\n",
37382         "  'Local_Authority_(Highway)': 'E06000042',\n",
37383         "  'Location_Easting_OSGR': 485830,\n",
37384         "  'Location_Northing_OSGR': 238590,\n",
37385         "  'Longitude': -0.750079,\n",
37386         "  'Number_of_Casualties': 2,\n",
37387         "  'Number_of_Vehicles': 2,\n",
37388         "  'Pedestrian_Crossing-Human_Control': 0,\n",
37389         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
37390         "  'Police_Force': 43,\n",
37391         "  'Road_Surface_Conditions': 1,\n",
37392         "  'Road_Type': 3,\n",
37393         "  'Special_Conditions_at_Site': 0,\n",
37394         "  'Speed_limit': 70,\n",
37395         "  'Time': '22:05',\n",
37396         "  'Urban_or_Rural_Area': 1,\n",
37397         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
37398         "    'Age_Band_of_Driver': 8,\n",
37399         "    'Age_of_Vehicle': 15,\n",
37400         "    'Driver_Home_Area_Type': 1,\n",
37401         "    'Driver_IMD_Decile': 2,\n",
37402         "    'Engine_Capacity_(CC)': 1998,\n",
37403         "    'Hit_Object_in_Carriageway': 0,\n",
37404         "    'Hit_Object_off_Carriageway': 0,\n",
37405         "    'Journey_Purpose_of_Driver': 2,\n",
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37407         "    'Propulsion_Code': 1,\n",
37408         "    'Sex_of_Driver': 2,\n",
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37410         "    'Towing_and_Articulation': 0,\n",
37411         "    'Vehicle_Leaving_Carriageway': 0,\n",
37412         "    'Vehicle_Location-Restricted_Lane': 0,\n",
37413         "    'Vehicle_Manoeuvre': 7,\n",
37414         "    'Vehicle_Reference': 1,\n",
37415         "    'Vehicle_Type': 9,\n",
37416         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
37417         "   {'1st_Point_of_Impact': 1,\n",
37418         "    'Age_Band_of_Driver': 7,\n",
37419         "    'Age_of_Vehicle': 11,\n",
37420         "    'Driver_Home_Area_Type': 1,\n",
37421         "    'Driver_IMD_Decile': 7,\n",
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37423         "    'Hit_Object_in_Carriageway': 0,\n",
37424         "    'Hit_Object_off_Carriageway': 0,\n",
37425         "    'Journey_Purpose_of_Driver': 2,\n",
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37427         "    'Propulsion_Code': 2,\n",
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37430         "    'Towing_and_Articulation': 0,\n",
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37436         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
37437         "  'Weather_Conditions': 1,\n",
37438         "  '_id': ObjectId('52a9c98292c4e16686d2b606'),\n",
37439         "  'loc': {'coordinates': [-0.750079, 52.039036], 'type': 'Point'}},\n",
37440         " {'1st_Road_Class': 6,\n",
37441         "  '1st_Road_Number': 1069,\n",
37442         "  '2nd_Road_Class': 6,\n",
37443         "  '2nd_Road_Number': 1069,\n",
37444         "  'Accident_Index': '201243S105072',\n",
37445         "  'Accident_Severity': 3,\n",
37446         "  'Carriageway_Hazards': 0,\n",
37447         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
37448         "    'Bus_or_Coach_Passenger': 0,\n",
37449         "    'Car_Passenger': 0,\n",
37450         "    'Casualty_Class': 1,\n",
37451         "    'Casualty_Home_Area_Type': 1,\n",
37452         "    'Casualty_Reference': 1,\n",
37453         "    'Casualty_Severity': 3,\n",
37454         "    'Casualty_Type': 1,\n",
37455         "    'Pedestrian_Location': 0,\n",
37456         "    'Pedestrian_Movement': 0,\n",
37457         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
37458         "    'Sex_of_Casualty': 1,\n",
37459         "    'Vehicle_Reference': 2}],\n",
37460         "  'Date': '23/07/2012',\n",
37461         "  'Datetime': datetime.datetime(2012, 7, 23, 18, 0),\n",
37462         "  'Day_of_Week': 2,\n",
37463         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
37464         "  'Junction_Control': 4,\n",
37465         "  'Junction_Detail': 1,\n",
37466         "  'LSOA_of_Accident_Location': 'E01016729',\n",
37467         "  'Latitude': 52.038615,\n",
37468         "  'Light_Conditions': 1,\n",
37469         "  'Local_Authority_(District)': 479,\n",
37470         "  'Local_Authority_(Highway)': 'E06000042',\n",
37471         "  'Location_Easting_OSGR': 486230,\n",
37472         "  'Location_Northing_OSGR': 238550,\n",
37473         "  'Longitude': -0.744258,\n",
37474         "  'Number_of_Casualties': 1,\n",
37475         "  'Number_of_Vehicles': 2,\n",
37476         "  'Pedestrian_Crossing-Human_Control': 0,\n",
37477         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
37478         "  'Police_Force': 43,\n",
37479         "  'Road_Surface_Conditions': 1,\n",
37480         "  'Road_Type': 1,\n",
37481         "  'Special_Conditions_at_Site': 0,\n",
37482         "  'Speed_limit': 30,\n",
37483         "  'Time': '18:00',\n",
37484         "  'Urban_or_Rural_Area': 1,\n",
37485         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
37486         "    'Age_Band_of_Driver': 7,\n",
37487         "    'Age_of_Vehicle': 9,\n",
37488         "    'Driver_Home_Area_Type': 1,\n",
37489         "    'Driver_IMD_Decile': 8,\n",
37490         "    'Engine_Capacity_(CC)': 1343,\n",
37491         "    'Hit_Object_in_Carriageway': 0,\n",
37492         "    'Hit_Object_off_Carriageway': 0,\n",
37493         "    'Journey_Purpose_of_Driver': 6,\n",
37494         "    'Junction_Location': 8,\n",
37495         "    'Propulsion_Code': 1,\n",
37496         "    'Sex_of_Driver': 2,\n",
37497         "    'Skidding_and_Overturning': 0,\n",
37498         "    'Towing_and_Articulation': 0,\n",
37499         "    'Vehicle_Leaving_Carriageway': 0,\n",
37500         "    'Vehicle_Location-Restricted_Lane': 0,\n",
37501         "    'Vehicle_Manoeuvre': 18,\n",
37502         "    'Vehicle_Reference': 1,\n",
37503         "    'Vehicle_Type': 9,\n",
37504         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
37505         "   {'1st_Point_of_Impact': 1,\n",
37506         "    'Age_Band_of_Driver': 8,\n",
37507         "    'Age_of_Vehicle': -1,\n",
37508         "    'Driver_Home_Area_Type': 1,\n",
37509         "    'Driver_IMD_Decile': 5,\n",
37510         "    'Engine_Capacity_(CC)': -1,\n",
37511         "    'Hit_Object_in_Carriageway': 0,\n",
37512         "    'Hit_Object_off_Carriageway': 0,\n",
37513         "    'Journey_Purpose_of_Driver': 6,\n",
37514         "    'Junction_Location': 8,\n",
37515         "    'Propulsion_Code': -1,\n",
37516         "    'Sex_of_Driver': 1,\n",
37517         "    'Skidding_and_Overturning': 0,\n",
37518         "    'Towing_and_Articulation': 0,\n",
37519         "    'Vehicle_Leaving_Carriageway': 0,\n",
37520         "    'Vehicle_Location-Restricted_Lane': 0,\n",
37521         "    'Vehicle_Manoeuvre': 18,\n",
37522         "    'Vehicle_Reference': 2,\n",
37523         "    'Vehicle_Type': 1,\n",
37524         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
37525         "  'Weather_Conditions': 1,\n",
37526         "  '_id': ObjectId('52a9c98292c4e16686d2b79c'),\n",
37527         "  'loc': {'coordinates': [-0.744258, 52.038615], 'type': 'Point'}},\n",
37528         " {'1st_Road_Class': 6,\n",
37529         "  '1st_Road_Number': 1069,\n",
37530         "  '2nd_Road_Class': 6,\n",
37531         "  '2nd_Road_Number': 1069,\n",
37532         "  'Accident_Index': '201243S086092',\n",
37533         "  'Accident_Severity': 3,\n",
37534         "  'Carriageway_Hazards': 0,\n",
37535         "  'Casualties': [{'Age_Band_of_Casualty': 3,\n",
37536         "    'Bus_or_Coach_Passenger': 0,\n",
37537         "    'Car_Passenger': 0,\n",
37538         "    'Casualty_Class': 1,\n",
37539         "    'Casualty_Home_Area_Type': 1,\n",
37540         "    'Casualty_Reference': 1,\n",
37541         "    'Casualty_Severity': 3,\n",
37542         "    'Casualty_Type': 1,\n",
37543         "    'Pedestrian_Location': 0,\n",
37544         "    'Pedestrian_Movement': 0,\n",
37545         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
37546         "    'Sex_of_Casualty': 1,\n",
37547         "    'Vehicle_Reference': 2}],\n",
37548         "  'Date': '21/09/2012',\n",
37549         "  'Datetime': datetime.datetime(2012, 9, 21, 17, 10),\n",
37550         "  'Day_of_Week': 6,\n",
37551         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
37552         "  'Junction_Control': 4,\n",
37553         "  'Junction_Detail': 1,\n",
37554         "  'LSOA_of_Accident_Location': 'E01016729',\n",
37555         "  'Latitude': 52.039438,\n",
37556         "  'Light_Conditions': 1,\n",
37557         "  'Local_Authority_(District)': 479,\n",
37558         "  'Local_Authority_(Highway)': 'E06000042',\n",
37559         "  'Location_Easting_OSGR': 486140,\n",
37560         "  'Location_Northing_OSGR': 238640,\n",
37561         "  'Longitude': -0.745548,\n",
37562         "  'Number_of_Casualties': 1,\n",
37563         "  'Number_of_Vehicles': 2,\n",
37564         "  'Pedestrian_Crossing-Human_Control': 0,\n",
37565         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
37566         "  'Police_Force': 43,\n",
37567         "  'Road_Surface_Conditions': 1,\n",
37568         "  'Road_Type': 6,\n",
37569         "  'Special_Conditions_at_Site': 0,\n",
37570         "  'Speed_limit': 30,\n",
37571         "  'Time': '17:10',\n",
37572         "  'Urban_or_Rural_Area': 1,\n",
37573         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
37574         "    'Age_Band_of_Driver': 4,\n",
37575         "    'Age_of_Vehicle': 11,\n",
37576         "    'Driver_Home_Area_Type': 1,\n",
37577         "    'Driver_IMD_Decile': 4,\n",
37578         "    'Engine_Capacity_(CC)': 1389,\n",
37579         "    'Hit_Object_in_Carriageway': 0,\n",
37580         "    'Hit_Object_off_Carriageway': 0,\n",
37581         "    'Journey_Purpose_of_Driver': 6,\n",
37582         "    'Junction_Location': 3,\n",
37583         "    'Propulsion_Code': 1,\n",
37584         "    'Sex_of_Driver': 1,\n",
37585         "    'Skidding_and_Overturning': 0,\n",
37586         "    'Towing_and_Articulation': 0,\n",
37587         "    'Vehicle_Leaving_Carriageway': 0,\n",
37588         "    'Vehicle_Location-Restricted_Lane': 0,\n",
37589         "    'Vehicle_Manoeuvre': 18,\n",
37590         "    'Vehicle_Reference': 1,\n",
37591         "    'Vehicle_Type': 9,\n",
37592         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
37593         "   {'1st_Point_of_Impact': 2,\n",
37594         "    'Age_Band_of_Driver': 3,\n",
37595         "    'Age_of_Vehicle': -1,\n",
37596         "    'Driver_Home_Area_Type': 1,\n",
37597         "    'Driver_IMD_Decile': 2,\n",
37598         "    'Engine_Capacity_(CC)': -1,\n",
37599         "    'Hit_Object_in_Carriageway': 0,\n",
37600         "    'Hit_Object_off_Carriageway': 0,\n",
37601         "    'Journey_Purpose_of_Driver': 6,\n",
37602         "    'Junction_Location': 4,\n",
37603         "    'Propulsion_Code': -1,\n",
37604         "    'Sex_of_Driver': 1,\n",
37605         "    'Skidding_and_Overturning': 0,\n",
37606         "    'Towing_and_Articulation': 0,\n",
37607         "    'Vehicle_Leaving_Carriageway': 0,\n",
37608         "    'Vehicle_Location-Restricted_Lane': 0,\n",
37609         "    'Vehicle_Manoeuvre': 18,\n",
37610         "    'Vehicle_Reference': 2,\n",
37611         "    'Vehicle_Type': 1,\n",
37612         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
37613         "  'Weather_Conditions': 1,\n",
37614         "  '_id': ObjectId('52a9c98292c4e16686d2b73a'),\n",
37615         "  'loc': {'coordinates': [-0.745548, 52.039438], 'type': 'Point'}},\n",
37616         " {'1st_Road_Class': 6,\n",
37617         "  '1st_Road_Number': 1069,\n",
37618         "  '2nd_Road_Class': 6,\n",
37619         "  '2nd_Road_Number': 1069,\n",
37620         "  'Accident_Index': '201243S105092',\n",
37621         "  'Accident_Severity': 3,\n",
37622         "  'Carriageway_Hazards': 0,\n",
37623         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
37624         "    'Bus_or_Coach_Passenger': 0,\n",
37625         "    'Car_Passenger': 0,\n",
37626         "    'Casualty_Class': 1,\n",
37627         "    'Casualty_Home_Area_Type': 1,\n",
37628         "    'Casualty_Reference': 1,\n",
37629         "    'Casualty_Severity': 3,\n",
37630         "    'Casualty_Type': 9,\n",
37631         "    'Pedestrian_Location': 0,\n",
37632         "    'Pedestrian_Movement': 0,\n",
37633         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
37634         "    'Sex_of_Casualty': 2,\n",
37635         "    'Vehicle_Reference': 1}],\n",
37636         "  'Date': '25/09/2012',\n",
37637         "  'Datetime': datetime.datetime(2012, 9, 25, 19, 31),\n",
37638         "  'Day_of_Week': 3,\n",
37639         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
37640         "  'Junction_Control': 4,\n",
37641         "  'Junction_Detail': 1,\n",
37642         "  'LSOA_of_Accident_Location': 'E01016726',\n",
37643         "  'Latitude': 52.035559,\n",
37644         "  'Light_Conditions': 4,\n",
37645         "  'Local_Authority_(District)': 479,\n",
37646         "  'Local_Authority_(Highway)': 'E06000042',\n",
37647         "  'Location_Easting_OSGR': 486230,\n",
37648         "  'Location_Northing_OSGR': 238210,\n",
37649         "  'Longitude': -0.744344,\n",
37650         "  'Number_of_Casualties': 1,\n",
37651         "  'Number_of_Vehicles': 2,\n",
37652         "  'Pedestrian_Crossing-Human_Control': 0,\n",
37653         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
37654         "  'Police_Force': 43,\n",
37655         "  'Road_Surface_Conditions': 2,\n",
37656         "  'Road_Type': 1,\n",
37657         "  'Special_Conditions_at_Site': 0,\n",
37658         "  'Speed_limit': 30,\n",
37659         "  'Time': '19:31',\n",
37660         "  'Urban_or_Rural_Area': 1,\n",
37661         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
37662         "    'Age_Band_of_Driver': 6,\n",
37663         "    'Age_of_Vehicle': 13,\n",
37664         "    'Driver_Home_Area_Type': 1,\n",
37665         "    'Driver_IMD_Decile': 2,\n",
37666         "    'Engine_Capacity_(CC)': 1600,\n",
37667         "    'Hit_Object_in_Carriageway': 0,\n",
37668         "    'Hit_Object_off_Carriageway': 4,\n",
37669         "    'Journey_Purpose_of_Driver': 6,\n",
37670         "    'Junction_Location': 8,\n",
37671         "    'Propulsion_Code': 1,\n",
37672         "    'Sex_of_Driver': 2,\n",
37673         "    'Skidding_and_Overturning': 0,\n",
37674         "    'Towing_and_Articulation': 0,\n",
37675         "    'Vehicle_Leaving_Carriageway': 7,\n",
37676         "    'Vehicle_Location-Restricted_Lane': 0,\n",
37677         "    'Vehicle_Manoeuvre': 18,\n",
37678         "    'Vehicle_Reference': 1,\n",
37679         "    'Vehicle_Type': 9,\n",
37680         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
37681         "   {'1st_Point_of_Impact': 1,\n",
37682         "    'Age_Band_of_Driver': -1,\n",
37683         "    'Age_of_Vehicle': -1,\n",
37684         "    'Driver_Home_Area_Type': -1,\n",
37685         "    'Driver_IMD_Decile': -1,\n",
37686         "    'Engine_Capacity_(CC)': -1,\n",
37687         "    'Hit_Object_in_Carriageway': 0,\n",
37688         "    'Hit_Object_off_Carriageway': 0,\n",
37689         "    'Journey_Purpose_of_Driver': 6,\n",
37690         "    'Junction_Location': 4,\n",
37691         "    'Propulsion_Code': -1,\n",
37692         "    'Sex_of_Driver': 3,\n",
37693         "    'Skidding_and_Overturning': 0,\n",
37694         "    'Towing_and_Articulation': 0,\n",
37695         "    'Vehicle_Leaving_Carriageway': 0,\n",
37696         "    'Vehicle_Location-Restricted_Lane': 0,\n",
37697         "    'Vehicle_Manoeuvre': 18,\n",
37698         "    'Vehicle_Reference': 2,\n",
37699         "    'Vehicle_Type': 9,\n",
37700         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
37701         "  'Weather_Conditions': 2,\n",
37702         "  '_id': ObjectId('52a9c98292c4e16686d2b79e'),\n",
37703         "  'loc': {'coordinates': [-0.744344, 52.035559], 'type': 'Point'}},\n",
37704         " {'1st_Road_Class': 6,\n",
37705         "  '1st_Road_Number': 1069,\n",
37706         "  '2nd_Road_Class': 6,\n",
37707         "  '2nd_Road_Number': 1069,\n",
37708         "  'Accident_Index': '201243S014122',\n",
37709         "  'Accident_Severity': 3,\n",
37710         "  'Carriageway_Hazards': 0,\n",
37711         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
37712         "    'Bus_or_Coach_Passenger': 0,\n",
37713         "    'Car_Passenger': 0,\n",
37714         "    'Casualty_Class': 1,\n",
37715         "    'Casualty_Home_Area_Type': 1,\n",
37716         "    'Casualty_Reference': 1,\n",
37717         "    'Casualty_Severity': 3,\n",
37718         "    'Casualty_Type': 9,\n",
37719         "    'Pedestrian_Location': 0,\n",
37720         "    'Pedestrian_Movement': 0,\n",
37721         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
37722         "    'Sex_of_Casualty': 1,\n",
37723         "    'Vehicle_Reference': 1},\n",
37724         "   {'Age_Band_of_Casualty': 5,\n",
37725         "    'Bus_or_Coach_Passenger': 0,\n",
37726         "    'Car_Passenger': 0,\n",
37727         "    'Casualty_Class': 1,\n",
37728         "    'Casualty_Home_Area_Type': 1,\n",
37729         "    'Casualty_Reference': 2,\n",
37730         "    'Casualty_Severity': 3,\n",
37731         "    'Casualty_Type': 9,\n",
37732         "    'Pedestrian_Location': 0,\n",
37733         "    'Pedestrian_Movement': 0,\n",
37734         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
37735         "    'Sex_of_Casualty': 1,\n",
37736         "    'Vehicle_Reference': 2}],\n",
37737         "  'Date': '03/12/2012',\n",
37738         "  'Datetime': datetime.datetime(2012, 12, 3, 13, 40),\n",
37739         "  'Day_of_Week': 2,\n",
37740         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
37741         "  'Junction_Control': 4,\n",
37742         "  'Junction_Detail': 2,\n",
37743         "  'LSOA_of_Accident_Location': 'E01016726',\n",
37744         "  'Latitude': 52.037059,\n",
37745         "  'Light_Conditions': 1,\n",
37746         "  'Local_Authority_(District)': 479,\n",
37747         "  'Local_Authority_(Highway)': 'E06000042',\n",
37748         "  'Location_Easting_OSGR': 486235,\n",
37749         "  'Location_Northing_OSGR': 238377,\n",
37750         "  'Longitude': -0.744229,\n",
37751         "  'Number_of_Casualties': 2,\n",
37752         "  'Number_of_Vehicles': 2,\n",
37753         "  'Pedestrian_Crossing-Human_Control': 0,\n",
37754         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
37755         "  'Police_Force': 43,\n",
37756         "  'Road_Surface_Conditions': 1,\n",
37757         "  'Road_Type': 1,\n",
37758         "  'Special_Conditions_at_Site': 0,\n",
37759         "  'Speed_limit': 30,\n",
37760         "  'Time': '13:40',\n",
37761         "  'Urban_or_Rural_Area': 1,\n",
37762         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
37763         "    'Age_Band_of_Driver': 8,\n",
37764         "    'Age_of_Vehicle': 11,\n",
37765         "    'Driver_Home_Area_Type': 1,\n",
37766         "    'Driver_IMD_Decile': 1,\n",
37767         "    'Engine_Capacity_(CC)': 2477,\n",
37768         "    'Hit_Object_in_Carriageway': 0,\n",
37769         "    'Hit_Object_off_Carriageway': 0,\n",
37770         "    'Journey_Purpose_of_Driver': 6,\n",
37771         "    'Junction_Location': 4,\n",
37772         "    'Propulsion_Code': 2,\n",
37773         "    'Sex_of_Driver': 1,\n",
37774         "    'Skidding_and_Overturning': 0,\n",
37775         "    'Towing_and_Articulation': 0,\n",
37776         "    'Vehicle_Leaving_Carriageway': 0,\n",
37777         "    'Vehicle_Location-Restricted_Lane': 0,\n",
37778         "    'Vehicle_Manoeuvre': 8,\n",
37779         "    'Vehicle_Reference': 1,\n",
37780         "    'Vehicle_Type': 9,\n",
37781         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
37782         "   {'1st_Point_of_Impact': 1,\n",
37783         "    'Age_Band_of_Driver': 5,\n",
37784         "    'Age_of_Vehicle': 12,\n",
37785         "    'Driver_Home_Area_Type': 1,\n",
37786         "    'Driver_IMD_Decile': 1,\n",
37787         "    'Engine_Capacity_(CC)': 1753,\n",
37788         "    'Hit_Object_in_Carriageway': 0,\n",
37789         "    'Hit_Object_off_Carriageway': 0,\n",
37790         "    'Journey_Purpose_of_Driver': 6,\n",
37791         "    'Junction_Location': 8,\n",
37792         "    'Propulsion_Code': 2,\n",
37793         "    'Sex_of_Driver': 1,\n",
37794         "    'Skidding_and_Overturning': 0,\n",
37795         "    'Towing_and_Articulation': 0,\n",
37796         "    'Vehicle_Leaving_Carriageway': 0,\n",
37797         "    'Vehicle_Location-Restricted_Lane': 0,\n",
37798         "    'Vehicle_Manoeuvre': 18,\n",
37799         "    'Vehicle_Reference': 2,\n",
37800         "    'Vehicle_Type': 9,\n",
37801         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
37802         "  'Weather_Conditions': 1,\n",
37803         "  '_id': ObjectId('52a9c98292c4e16686d2b5ec'),\n",
37804         "  'loc': {'coordinates': [-0.744229, 52.037059], 'type': 'Point'}},\n",
37805         " {'1st_Road_Class': 4,\n",
37806         "  '1st_Road_Number': 4034,\n",
37807         "  '2nd_Road_Class': 5,\n",
37808         "  '2nd_Road_Number': 147,\n",
37809         "  'Accident_Index': '201243S014012',\n",
37810         "  'Accident_Severity': 3,\n",
37811         "  'Carriageway_Hazards': 0,\n",
37812         "  'Casualties': [{'Age_Band_of_Casualty': 9,\n",
37813         "    'Bus_or_Coach_Passenger': 0,\n",
37814         "    'Car_Passenger': 0,\n",
37815         "    'Casualty_Class': 1,\n",
37816         "    'Casualty_Home_Area_Type': 1,\n",
37817         "    'Casualty_Reference': 1,\n",
37818         "    'Casualty_Severity': 3,\n",
37819         "    'Casualty_Type': 19,\n",
37820         "    'Pedestrian_Location': 0,\n",
37821         "    'Pedestrian_Movement': 0,\n",
37822         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
37823         "    'Sex_of_Casualty': 1,\n",
37824         "    'Vehicle_Reference': 2}],\n",
37825         "  'Date': '05/01/2012',\n",
37826         "  'Datetime': datetime.datetime(2012, 1, 5, 13, 20),\n",
37827         "  'Day_of_Week': 5,\n",
37828         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
37829         "  'Junction_Control': 4,\n",
37830         "  'Junction_Detail': 1,\n",
37831         "  'LSOA_of_Accident_Location': 'E01016846',\n",
37832         "  'Latitude': 52.035648,\n",
37833         "  'Light_Conditions': 1,\n",
37834         "  'Local_Authority_(District)': 479,\n",
37835         "  'Local_Authority_(Highway)': 'E06000042',\n",
37836         "  'Location_Easting_OSGR': 486810,\n",
37837         "  'Location_Northing_OSGR': 238230,\n",
37838         "  'Longitude': -0.735886,\n",
37839         "  'Number_of_Casualties': 1,\n",
37840         "  'Number_of_Vehicles': 2,\n",
37841         "  'Pedestrian_Crossing-Human_Control': 0,\n",
37842         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
37843         "  'Police_Force': 43,\n",
37844         "  'Road_Surface_Conditions': 2,\n",
37845         "  'Road_Type': 1,\n",
37846         "  'Special_Conditions_at_Site': 0,\n",
37847         "  'Speed_limit': 70,\n",
37848         "  'Time': '13:20',\n",
37849         "  'Urban_or_Rural_Area': 1,\n",
37850         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
37851         "    'Age_Band_of_Driver': -1,\n",
37852         "    'Age_of_Vehicle': -1,\n",
37853         "    'Driver_Home_Area_Type': 2,\n",
37854         "    'Driver_IMD_Decile': 10,\n",
37855         "    'Engine_Capacity_(CC)': -1,\n",
37856         "    'Hit_Object_in_Carriageway': 0,\n",
37857         "    'Hit_Object_off_Carriageway': 0,\n",
37858         "    'Journey_Purpose_of_Driver': 6,\n",
37859         "    'Junction_Location': 1,\n",
37860         "    'Propulsion_Code': -1,\n",
37861         "    'Sex_of_Driver': 2,\n",
37862         "    'Skidding_and_Overturning': 0,\n",
37863         "    'Towing_and_Articulation': 0,\n",
37864         "    'Vehicle_Leaving_Carriageway': 0,\n",
37865         "    'Vehicle_Location-Restricted_Lane': 0,\n",
37866         "    'Vehicle_Manoeuvre': 18,\n",
37867         "    'Vehicle_Reference': 1,\n",
37868         "    'Vehicle_Type': 9,\n",
37869         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
37870         "   {'1st_Point_of_Impact': 2,\n",
37871         "    'Age_Band_of_Driver': 9,\n",
37872         "    'Age_of_Vehicle': -1,\n",
37873         "    'Driver_Home_Area_Type': 1,\n",
37874         "    'Driver_IMD_Decile': 8,\n",
37875         "    'Engine_Capacity_(CC)': -1,\n",
37876         "    'Hit_Object_in_Carriageway': 0,\n",
37877         "    'Hit_Object_off_Carriageway': 0,\n",
37878         "    'Journey_Purpose_of_Driver': 1,\n",
37879         "    'Junction_Location': 1,\n",
37880         "    'Propulsion_Code': -1,\n",
37881         "    'Sex_of_Driver': 1,\n",
37882         "    'Skidding_and_Overturning': 0,\n",
37883         "    'Towing_and_Articulation': 0,\n",
37884         "    'Vehicle_Leaving_Carriageway': 0,\n",
37885         "    'Vehicle_Location-Restricted_Lane': 0,\n",
37886         "    'Vehicle_Manoeuvre': 3,\n",
37887         "    'Vehicle_Reference': 2,\n",
37888         "    'Vehicle_Type': 19,\n",
37889         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
37890         "  'Weather_Conditions': 5,\n",
37891         "  '_id': ObjectId('52a9c98292c4e16686d2b5e6'),\n",
37892         "  'loc': {'coordinates': [-0.735886, 52.035648], 'type': 'Point'}},\n",
37893         " {'1st_Road_Class': 4,\n",
37894         "  '1st_Road_Number': 4034,\n",
37895         "  '2nd_Road_Class': 5,\n",
37896         "  '2nd_Road_Number': 147,\n",
37897         "  'Accident_Index': '201243S046032',\n",
37898         "  'Accident_Severity': 3,\n",
37899         "  'Carriageway_Hazards': 0,\n",
37900         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
37901         "    'Bus_or_Coach_Passenger': 0,\n",
37902         "    'Car_Passenger': 0,\n",
37903         "    'Casualty_Class': 1,\n",
37904         "    'Casualty_Home_Area_Type': 1,\n",
37905         "    'Casualty_Reference': 1,\n",
37906         "    'Casualty_Severity': 3,\n",
37907         "    'Casualty_Type': 9,\n",
37908         "    'Pedestrian_Location': 0,\n",
37909         "    'Pedestrian_Movement': 0,\n",
37910         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
37911         "    'Sex_of_Casualty': 2,\n",
37912         "    'Vehicle_Reference': 2}],\n",
37913         "  'Date': '08/03/2012',\n",
37914         "  'Datetime': datetime.datetime(2012, 3, 8, 17, 50),\n",
37915         "  'Day_of_Week': 5,\n",
37916         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
37917         "  'Junction_Control': 4,\n",
37918         "  'Junction_Detail': 1,\n",
37919         "  'LSOA_of_Accident_Location': 'E01016846',\n",
37920         "  'Latitude': 52.03556,\n",
37921         "  'Light_Conditions': 1,\n",
37922         "  'Local_Authority_(District)': 479,\n",
37923         "  'Local_Authority_(Highway)': 'E06000042',\n",
37924         "  'Location_Easting_OSGR': 486800,\n",
37925         "  'Location_Northing_OSGR': 238220,\n",
37926         "  'Longitude': -0.736034,\n",
37927         "  'Number_of_Casualties': 1,\n",
37928         "  'Number_of_Vehicles': 2,\n",
37929         "  'Pedestrian_Crossing-Human_Control': 0,\n",
37930         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
37931         "  'Police_Force': 43,\n",
37932         "  'Road_Surface_Conditions': 1,\n",
37933         "  'Road_Type': 1,\n",
37934         "  'Special_Conditions_at_Site': 0,\n",
37935         "  'Speed_limit': 70,\n",
37936         "  'Time': '17:50',\n",
37937         "  'Urban_or_Rural_Area': 1,\n",
37938         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
37939         "    'Age_Band_of_Driver': -1,\n",
37940         "    'Age_of_Vehicle': -1,\n",
37941         "    'Driver_Home_Area_Type': -1,\n",
37942         "    'Driver_IMD_Decile': -1,\n",
37943         "    'Engine_Capacity_(CC)': -1,\n",
37944         "    'Hit_Object_in_Carriageway': 0,\n",
37945         "    'Hit_Object_off_Carriageway': 0,\n",
37946         "    'Journey_Purpose_of_Driver': 6,\n",
37947         "    'Junction_Location': 1,\n",
37948         "    'Propulsion_Code': -1,\n",
37949         "    'Sex_of_Driver': 3,\n",
37950         "    'Skidding_and_Overturning': 0,\n",
37951         "    'Towing_and_Articulation': 0,\n",
37952         "    'Vehicle_Leaving_Carriageway': 0,\n",
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37958         "   {'1st_Point_of_Impact': 2,\n",
37959         "    'Age_Band_of_Driver': 5,\n",
37960         "    'Age_of_Vehicle': 16,\n",
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37963         "    'Engine_Capacity_(CC)': 1242,\n",
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37966         "    'Journey_Purpose_of_Driver': 6,\n",
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37981         " {'1st_Road_Class': 6,\n",
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37984         "  '2nd_Road_Number': 0,\n",
37985         "  'Accident_Index': '201243S086112',\n",
37986         "  'Accident_Severity': 3,\n",
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37988         "  'Casualties': [{'Age_Band_of_Casualty': 3,\n",
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37999         "    'Sex_of_Casualty': 1,\n",
38000         "    'Vehicle_Reference': 1}],\n",
38001         "  'Date': '21/11/2012',\n",
38002         "  'Datetime': datetime.datetime(2012, 11, 21, 8, 30),\n",
38003         "  'Day_of_Week': 4,\n",
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38008         "  'Latitude': 52.039528,\n",
38009         "  'Light_Conditions': 1,\n",
38010         "  'Local_Authority_(District)': 479,\n",
38011         "  'Local_Authority_(Highway)': 'E06000042',\n",
38012         "  'Location_Easting_OSGR': 486712,\n",
38013         "  'Location_Northing_OSGR': 238660,\n",
38014         "  'Longitude': -0.737205,\n",
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38023         "  'Speed_limit': 30,\n",
38024         "  'Time': '08:30',\n",
38025         "  'Urban_or_Rural_Area': 1,\n",
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38053         "  'Accident_Index': '201243S124042',\n",
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38095         "   {'Age_Band_of_Casualty': 8,\n",
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38107         "    'Vehicle_Reference': 2}],\n",
38108         "  'Date': '30/04/2012',\n",
38109         "  'Datetime': datetime.datetime(2012, 4, 30, 17, 32),\n",
38110         "  'Day_of_Week': 2,\n",
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38114         "  'LSOA_of_Accident_Location': 'E01016846',\n",
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38116         "  'Light_Conditions': 1,\n",
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38119         "  'Location_Easting_OSGR': 486460,\n",
38120         "  'Location_Northing_OSGR': 237970,\n",
38121         "  'Longitude': -0.741053,\n",
38122         "  'Number_of_Casualties': 4,\n",
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38130         "  'Speed_limit': 60,\n",
38131         "  'Time': '17:32',\n",
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38153         "   {'1st_Point_of_Impact': 3,\n",
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38160         "    'Hit_Object_off_Carriageway': 0,\n",
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38180         "  'Accident_Index': '201243S122102',\n",
38181         "  'Accident_Severity': 3,\n",
38182         "  'Carriageway_Hazards': 0,\n",
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38195         "    'Vehicle_Reference': 1}],\n",
38196         "  'Date': '05/10/2012',\n",
38197         "  'Datetime': datetime.datetime(2012, 10, 5, 7, 50),\n",
38198         "  'Day_of_Week': 6,\n",
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38203         "  'Latitude': 52.030985,\n",
38204         "  'Light_Conditions': 1,\n",
38205         "  'Local_Authority_(District)': 479,\n",
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38207         "  'Location_Easting_OSGR': 486160,\n",
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38209         "  'Longitude': -0.745493,\n",
38210         "  'Number_of_Casualties': 1,\n",
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38216         "  'Road_Type': 6,\n",
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38218         "  'Speed_limit': 60,\n",
38219         "  'Time': '07:50',\n",
38220         "  'Urban_or_Rural_Area': 1,\n",
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38231         "    'Propulsion_Code': 1,\n",
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38234         "    'Towing_and_Articulation': 0,\n",
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38241         "   {'1st_Point_of_Impact': 2,\n",
38242         "    'Age_Band_of_Driver': 5,\n",
38243         "    'Age_of_Vehicle': 9,\n",
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38248         "    'Hit_Object_off_Carriageway': 0,\n",
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38252         "    'Sex_of_Driver': 2,\n",
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38256         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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38261         "  'Weather_Conditions': 1,\n",
38262         "  '_id': ObjectId('52a9c98292c4e16686d2b7f6'),\n",
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38264         " {'1st_Road_Class': 5,\n",
38265         "  '1st_Road_Number': 157,\n",
38266         "  '2nd_Road_Class': -1,\n",
38267         "  '2nd_Road_Number': 0,\n",
38268         "  'Accident_Index': '201243S120022',\n",
38269         "  'Accident_Severity': 3,\n",
38270         "  'Carriageway_Hazards': 0,\n",
38271         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
38272         "    'Bus_or_Coach_Passenger': 0,\n",
38273         "    'Car_Passenger': 0,\n",
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38278         "    'Casualty_Type': 0,\n",
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38280         "    'Pedestrian_Movement': 1,\n",
38281         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
38282         "    'Sex_of_Casualty': 2,\n",
38283         "    'Vehicle_Reference': 1}],\n",
38284         "  'Date': '28/02/2012',\n",
38285         "  'Datetime': datetime.datetime(2012, 2, 28, 8, 55),\n",
38286         "  'Day_of_Week': 3,\n",
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38288         "  'Junction_Control': -1,\n",
38289         "  'Junction_Detail': 0,\n",
38290         "  'LSOA_of_Accident_Location': 'E01016848',\n",
38291         "  'Latitude': 52.0279,\n",
38292         "  'Light_Conditions': 1,\n",
38293         "  'Local_Authority_(District)': 479,\n",
38294         "  'Local_Authority_(Highway)': 'E06000042',\n",
38295         "  'Location_Easting_OSGR': 486350,\n",
38296         "  'Location_Northing_OSGR': 237360,\n",
38297         "  'Longitude': -0.742809,\n",
38298         "  'Number_of_Casualties': 1,\n",
38299         "  'Number_of_Vehicles': 1,\n",
38300         "  'Pedestrian_Crossing-Human_Control': 0,\n",
38301         "  'Pedestrian_Crossing-Physical_Facilities': 7,\n",
38302         "  'Police_Force': 43,\n",
38303         "  'Road_Surface_Conditions': 1,\n",
38304         "  'Road_Type': 6,\n",
38305         "  'Special_Conditions_at_Site': 0,\n",
38306         "  'Speed_limit': 40,\n",
38307         "  'Time': '08:55',\n",
38308         "  'Urban_or_Rural_Area': 1,\n",
38309         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
38310         "    'Age_Band_of_Driver': 6,\n",
38311         "    'Age_of_Vehicle': -1,\n",
38312         "    'Driver_Home_Area_Type': 1,\n",
38313         "    'Driver_IMD_Decile': 6,\n",
38314         "    'Engine_Capacity_(CC)': 1349,\n",
38315         "    'Hit_Object_in_Carriageway': 0,\n",
38316         "    'Hit_Object_off_Carriageway': 0,\n",
38317         "    'Journey_Purpose_of_Driver': 2,\n",
38318         "    'Junction_Location': 0,\n",
38319         "    'Propulsion_Code': 1,\n",
38320         "    'Sex_of_Driver': 2,\n",
38321         "    'Skidding_and_Overturning': 0,\n",
38322         "    'Towing_and_Articulation': 0,\n",
38323         "    'Vehicle_Leaving_Carriageway': 0,\n",
38324         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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38329         "  'Weather_Conditions': 1,\n",
38330         "  '_id': ObjectId('52a9c98292c4e16686d2b7ec'),\n",
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38332         " {'1st_Road_Class': 5,\n",
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38334         "  '2nd_Road_Class': 6,\n",
38335         "  '2nd_Road_Number': 1069,\n",
38336         "  'Accident_Index': '201243S018032',\n",
38337         "  'Accident_Severity': 3,\n",
38338         "  'Carriageway_Hazards': 0,\n",
38339         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
38340         "    'Bus_or_Coach_Passenger': 0,\n",
38341         "    'Car_Passenger': 0,\n",
38342         "    'Casualty_Class': 1,\n",
38343         "    'Casualty_Home_Area_Type': 1,\n",
38344         "    'Casualty_Reference': 1,\n",
38345         "    'Casualty_Severity': 3,\n",
38346         "    'Casualty_Type': 9,\n",
38347         "    'Pedestrian_Location': 0,\n",
38348         "    'Pedestrian_Movement': 0,\n",
38349         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
38350         "    'Sex_of_Casualty': 1,\n",
38351         "    'Vehicle_Reference': 1},\n",
38352         "   {'Age_Band_of_Casualty': 6,\n",
38353         "    'Bus_or_Coach_Passenger': 0,\n",
38354         "    'Car_Passenger': 0,\n",
38355         "    'Casualty_Class': 1,\n",
38356         "    'Casualty_Home_Area_Type': 1,\n",
38357         "    'Casualty_Reference': 2,\n",
38358         "    'Casualty_Severity': 3,\n",
38359         "    'Casualty_Type': 9,\n",
38360         "    'Pedestrian_Location': 0,\n",
38361         "    'Pedestrian_Movement': 0,\n",
38362         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
38363         "    'Sex_of_Casualty': 2,\n",
38364         "    'Vehicle_Reference': 2},\n",
38365         "   {'Age_Band_of_Casualty': 6,\n",
38366         "    'Bus_or_Coach_Passenger': 0,\n",
38367         "    'Car_Passenger': 1,\n",
38368         "    'Casualty_Class': 2,\n",
38369         "    'Casualty_Home_Area_Type': 1,\n",
38370         "    'Casualty_Reference': 3,\n",
38371         "    'Casualty_Severity': 3,\n",
38372         "    'Casualty_Type': 9,\n",
38373         "    'Pedestrian_Location': 0,\n",
38374         "    'Pedestrian_Movement': 0,\n",
38375         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
38376         "    'Sex_of_Casualty': 1,\n",
38377         "    'Vehicle_Reference': 2}],\n",
38378         "  'Date': '05/03/2012',\n",
38379         "  'Datetime': datetime.datetime(2012, 3, 5, 18, 59),\n",
38380         "  'Day_of_Week': 2,\n",
38381         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
38382         "  'Junction_Control': 4,\n",
38383         "  'Junction_Detail': 3,\n",
38384         "  'LSOA_of_Accident_Location': 'E01016848',\n",
38385         "  'Latitude': 52.026004,\n",
38386         "  'Light_Conditions': 7,\n",
38387         "  'Local_Authority_(District)': 479,\n",
38388         "  'Local_Authority_(Highway)': 'E06000042',\n",
38389         "  'Location_Easting_OSGR': 486400,\n",
38390         "  'Location_Northing_OSGR': 237150,\n",
38391         "  'Longitude': -0.742134,\n",
38392         "  'Number_of_Casualties': 3,\n",
38393         "  'Number_of_Vehicles': 2,\n",
38394         "  'Pedestrian_Crossing-Human_Control': 0,\n",
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38396         "  'Police_Force': 43,\n",
38397         "  'Road_Surface_Conditions': 1,\n",
38398         "  'Road_Type': 6,\n",
38399         "  'Special_Conditions_at_Site': 0,\n",
38400         "  'Speed_limit': 40,\n",
38401         "  'Time': '18:59',\n",
38402         "  'Urban_or_Rural_Area': 1,\n",
38403         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
38404         "    'Age_Band_of_Driver': 4,\n",
38405         "    'Age_of_Vehicle': 6,\n",
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38408         "    'Engine_Capacity_(CC)': 1242,\n",
38409         "    'Hit_Object_in_Carriageway': 0,\n",
38410         "    'Hit_Object_off_Carriageway': 0,\n",
38411         "    'Journey_Purpose_of_Driver': 6,\n",
38412         "    'Junction_Location': 8,\n",
38413         "    'Propulsion_Code': 1,\n",
38414         "    'Sex_of_Driver': 1,\n",
38415         "    'Skidding_and_Overturning': 0,\n",
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38417         "    'Vehicle_Leaving_Carriageway': 0,\n",
38418         "    'Vehicle_Location-Restricted_Lane': 0,\n",
38419         "    'Vehicle_Manoeuvre': 9,\n",
38420         "    'Vehicle_Reference': 1,\n",
38421         "    'Vehicle_Type': 9,\n",
38422         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
38423         "   {'1st_Point_of_Impact': 1,\n",
38424         "    'Age_Band_of_Driver': 6,\n",
38425         "    'Age_of_Vehicle': 8,\n",
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38427         "    'Driver_IMD_Decile': 2,\n",
38428         "    'Engine_Capacity_(CC)': 1598,\n",
38429         "    'Hit_Object_in_Carriageway': 0,\n",
38430         "    'Hit_Object_off_Carriageway': 0,\n",
38431         "    'Journey_Purpose_of_Driver': 6,\n",
38432         "    'Junction_Location': 1,\n",
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38434         "    'Sex_of_Driver': 2,\n",
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38436         "    'Towing_and_Articulation': 0,\n",
38437         "    'Vehicle_Leaving_Carriageway': 0,\n",
38438         "    'Vehicle_Location-Restricted_Lane': 0,\n",
38439         "    'Vehicle_Manoeuvre': 18,\n",
38440         "    'Vehicle_Reference': 2,\n",
38441         "    'Vehicle_Type': 9,\n",
38442         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
38443         "  'Weather_Conditions': 1,\n",
38444         "  '_id': ObjectId('52a9c98292c4e16686d2b5f7'),\n",
38445         "  'loc': {'coordinates': [-0.742134, 52.026004], 'type': 'Point'}},\n",
38446         " {'1st_Road_Class': 5,\n",
38447         "  '1st_Road_Number': 157,\n",
38448         "  '2nd_Road_Class': 6,\n",
38449         "  '2nd_Road_Number': 1069,\n",
38450         "  'Accident_Index': '201243S006072',\n",
38451         "  'Accident_Severity': 3,\n",
38452         "  'Carriageway_Hazards': 0,\n",
38453         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
38454         "    'Bus_or_Coach_Passenger': 0,\n",
38455         "    'Car_Passenger': 0,\n",
38456         "    'Casualty_Class': 1,\n",
38457         "    'Casualty_Home_Area_Type': 1,\n",
38458         "    'Casualty_Reference': 1,\n",
38459         "    'Casualty_Severity': 3,\n",
38460         "    'Casualty_Type': 9,\n",
38461         "    'Pedestrian_Location': 0,\n",
38462         "    'Pedestrian_Movement': 0,\n",
38463         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
38464         "    'Sex_of_Casualty': 1,\n",
38465         "    'Vehicle_Reference': 1}],\n",
38466         "  'Date': '03/07/2012',\n",
38467         "  'Datetime': datetime.datetime(2012, 7, 3, 16, 33),\n",
38468         "  'Day_of_Week': 3,\n",
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38470         "  'Junction_Control': 4,\n",
38471         "  'Junction_Detail': 3,\n",
38472         "  'LSOA_of_Accident_Location': 'E01016848',\n",
38473         "  'Latitude': 52.026094,\n",
38474         "  'Light_Conditions': 1,\n",
38475         "  'Local_Authority_(District)': 479,\n",
38476         "  'Local_Authority_(Highway)': 'E06000042',\n",
38477         "  'Location_Easting_OSGR': 486400,\n",
38478         "  'Location_Northing_OSGR': 237160,\n",
38479         "  'Longitude': -0.742131,\n",
38480         "  'Number_of_Casualties': 1,\n",
38481         "  'Number_of_Vehicles': 2,\n",
38482         "  'Pedestrian_Crossing-Human_Control': 0,\n",
38483         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
38484         "  'Police_Force': 43,\n",
38485         "  'Road_Surface_Conditions': 2,\n",
38486         "  'Road_Type': 6,\n",
38487         "  'Special_Conditions_at_Site': 0,\n",
38488         "  'Speed_limit': 40,\n",
38489         "  'Time': '16:33',\n",
38490         "  'Urban_or_Rural_Area': 1,\n",
38491         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
38492         "    'Age_Band_of_Driver': 6,\n",
38493         "    'Age_of_Vehicle': 5,\n",
38494         "    'Driver_Home_Area_Type': 1,\n",
38495         "    'Driver_IMD_Decile': 9,\n",
38496         "    'Engine_Capacity_(CC)': 1968,\n",
38497         "    'Hit_Object_in_Carriageway': 0,\n",
38498         "    'Hit_Object_off_Carriageway': 0,\n",
38499         "    'Journey_Purpose_of_Driver': 6,\n",
38500         "    'Junction_Location': 1,\n",
38501         "    'Propulsion_Code': 2,\n",
38502         "    'Sex_of_Driver': 1,\n",
38503         "    'Skidding_and_Overturning': 0,\n",
38504         "    'Towing_and_Articulation': 0,\n",
38505         "    'Vehicle_Leaving_Carriageway': 0,\n",
38506         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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38508         "    'Vehicle_Reference': 1,\n",
38509         "    'Vehicle_Type': 9,\n",
38510         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
38511         "   {'1st_Point_of_Impact': 2,\n",
38512         "    'Age_Band_of_Driver': 8,\n",
38513         "    'Age_of_Vehicle': 3,\n",
38514         "    'Driver_Home_Area_Type': 1,\n",
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38517         "    'Hit_Object_in_Carriageway': 0,\n",
38518         "    'Hit_Object_off_Carriageway': 0,\n",
38519         "    'Journey_Purpose_of_Driver': 6,\n",
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38521         "    'Propulsion_Code': 1,\n",
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38525         "    'Vehicle_Leaving_Carriageway': 7,\n",
38526         "    'Vehicle_Location-Restricted_Lane': 0,\n",
38527         "    'Vehicle_Manoeuvre': 10,\n",
38528         "    'Vehicle_Reference': 2,\n",
38529         "    'Vehicle_Type': 9,\n",
38530         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
38531         "  'Weather_Conditions': 1,\n",
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38533         "  'loc': {'coordinates': [-0.742131, 52.026094], 'type': 'Point'}},\n",
38534         " {'1st_Road_Class': 5,\n",
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38536         "  '2nd_Road_Class': 6,\n",
38537         "  '2nd_Road_Number': 1069,\n",
38538         "  'Accident_Index': '201243S100082',\n",
38539         "  'Accident_Severity': 3,\n",
38540         "  'Carriageway_Hazards': 0,\n",
38541         "  'Casualties': [{'Age_Band_of_Casualty': 9,\n",
38542         "    'Bus_or_Coach_Passenger': 0,\n",
38543         "    'Car_Passenger': 0,\n",
38544         "    'Casualty_Class': 1,\n",
38545         "    'Casualty_Home_Area_Type': 1,\n",
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38547         "    'Casualty_Severity': 3,\n",
38548         "    'Casualty_Type': 9,\n",
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38551         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
38552         "    'Sex_of_Casualty': 1,\n",
38553         "    'Vehicle_Reference': 2}],\n",
38554         "  'Date': '29/08/2012',\n",
38555         "  'Datetime': datetime.datetime(2012, 8, 29, 18, 54),\n",
38556         "  'Day_of_Week': 4,\n",
38557         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
38558         "  'Junction_Control': 4,\n",
38559         "  'Junction_Detail': 3,\n",
38560         "  'LSOA_of_Accident_Location': 'E01016848',\n",
38561         "  'Latitude': 52.026094,\n",
38562         "  'Light_Conditions': 1,\n",
38563         "  'Local_Authority_(District)': 479,\n",
38564         "  'Local_Authority_(Highway)': 'E06000042',\n",
38565         "  'Location_Easting_OSGR': 486400,\n",
38566         "  'Location_Northing_OSGR': 237160,\n",
38567         "  'Longitude': -0.742131,\n",
38568         "  'Number_of_Casualties': 1,\n",
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38570         "  'Pedestrian_Crossing-Human_Control': 0,\n",
38571         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
38572         "  'Police_Force': 43,\n",
38573         "  'Road_Surface_Conditions': 2,\n",
38574         "  'Road_Type': 6,\n",
38575         "  'Special_Conditions_at_Site': 0,\n",
38576         "  'Speed_limit': 40,\n",
38577         "  'Time': '18:54',\n",
38578         "  'Urban_or_Rural_Area': 1,\n",
38579         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
38580         "    'Age_Band_of_Driver': -1,\n",
38581         "    'Age_of_Vehicle': -1,\n",
38582         "    'Driver_Home_Area_Type': -1,\n",
38583         "    'Driver_IMD_Decile': -1,\n",
38584         "    'Engine_Capacity_(CC)': -1,\n",
38585         "    'Hit_Object_in_Carriageway': 0,\n",
38586         "    'Hit_Object_off_Carriageway': 0,\n",
38587         "    'Journey_Purpose_of_Driver': 6,\n",
38588         "    'Junction_Location': 6,\n",
38589         "    'Propulsion_Code': -1,\n",
38590         "    'Sex_of_Driver': 3,\n",
38591         "    'Skidding_and_Overturning': 0,\n",
38592         "    'Towing_and_Articulation': 0,\n",
38593         "    'Vehicle_Leaving_Carriageway': 0,\n",
38594         "    'Vehicle_Location-Restricted_Lane': 0,\n",
38595         "    'Vehicle_Manoeuvre': 9,\n",
38596         "    'Vehicle_Reference': 1,\n",
38597         "    'Vehicle_Type': 9,\n",
38598         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
38599         "   {'1st_Point_of_Impact': 3,\n",
38600         "    'Age_Band_of_Driver': 9,\n",
38601         "    'Age_of_Vehicle': 4,\n",
38602         "    'Driver_Home_Area_Type': 1,\n",
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38604         "    'Engine_Capacity_(CC)': 1796,\n",
38605         "    'Hit_Object_in_Carriageway': 0,\n",
38606         "    'Hit_Object_off_Carriageway': 0,\n",
38607         "    'Journey_Purpose_of_Driver': 2,\n",
38608         "    'Junction_Location': 8,\n",
38609         "    'Propulsion_Code': 1,\n",
38610         "    'Sex_of_Driver': 1,\n",
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38612         "    'Towing_and_Articulation': 0,\n",
38613         "    'Vehicle_Leaving_Carriageway': 0,\n",
38614         "    'Vehicle_Location-Restricted_Lane': 0,\n",
38615         "    'Vehicle_Manoeuvre': 18,\n",
38616         "    'Vehicle_Reference': 2,\n",
38617         "    'Vehicle_Type': 9,\n",
38618         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
38619         "  'Weather_Conditions': 1,\n",
38620         "  '_id': ObjectId('52a9c98292c4e16686d2b784'),\n",
38621         "  'loc': {'coordinates': [-0.742131, 52.026094], 'type': 'Point'}},\n",
38622         " {'1st_Road_Class': 6,\n",
38623         "  '1st_Road_Number': 1069,\n",
38624         "  '2nd_Road_Class': -1,\n",
38625         "  '2nd_Road_Number': -1,\n",
38626         "  'Accident_Index': '201243S086072',\n",
38627         "  'Accident_Severity': 3,\n",
38628         "  'Carriageway_Hazards': 0,\n",
38629         "  'Casualties': [{'Age_Band_of_Casualty': 1,\n",
38630         "    'Bus_or_Coach_Passenger': 0,\n",
38631         "    'Car_Passenger': 0,\n",
38632         "    'Casualty_Class': 3,\n",
38633         "    'Casualty_Home_Area_Type': 1,\n",
38634         "    'Casualty_Reference': 1,\n",
38635         "    'Casualty_Severity': 3,\n",
38636         "    'Casualty_Type': 0,\n",
38637         "    'Pedestrian_Location': 5,\n",
38638         "    'Pedestrian_Movement': 1,\n",
38639         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
38640         "    'Sex_of_Casualty': 2,\n",
38641         "    'Vehicle_Reference': 1}],\n",
38642         "  'Date': '19/07/2012',\n",
38643         "  'Datetime': datetime.datetime(2012, 7, 19, 8, 45),\n",
38644         "  'Day_of_Week': 5,\n",
38645         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
38646         "  'Junction_Control': 4,\n",
38647         "  'Junction_Detail': 8,\n",
38648         "  'LSOA_of_Accident_Location': 'E01016844',\n",
38649         "  'Latitude': 52.019562,\n",
38650         "  'Light_Conditions': 1,\n",
38651         "  'Local_Authority_(District)': 479,\n",
38652         "  'Local_Authority_(Highway)': 'E06000042',\n",
38653         "  'Location_Easting_OSGR': 486210,\n",
38654         "  'Location_Northing_OSGR': 236430,\n",
38655         "  'Longitude': -0.745084,\n",
38656         "  'Number_of_Casualties': 1,\n",
38657         "  'Number_of_Vehicles': 1,\n",
38658         "  'Pedestrian_Crossing-Human_Control': 0,\n",
38659         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
38660         "  'Police_Force': 43,\n",
38661         "  'Road_Surface_Conditions': 1,\n",
38662         "  'Road_Type': 6,\n",
38663         "  'Special_Conditions_at_Site': 0,\n",
38664         "  'Speed_limit': 30,\n",
38665         "  'Time': '08:45',\n",
38666         "  'Urban_or_Rural_Area': 1,\n",
38667         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
38668         "    'Age_Band_of_Driver': 8,\n",
38669         "    'Age_of_Vehicle': 1,\n",
38670         "    'Driver_Home_Area_Type': 1,\n",
38671         "    'Driver_IMD_Decile': 10,\n",
38672         "    'Engine_Capacity_(CC)': 2231,\n",
38673         "    'Hit_Object_in_Carriageway': 0,\n",
38674         "    'Hit_Object_off_Carriageway': 0,\n",
38675         "    'Journey_Purpose_of_Driver': 1,\n",
38676         "    'Junction_Location': 6,\n",
38677         "    'Propulsion_Code': 2,\n",
38678         "    'Sex_of_Driver': 2,\n",
38679         "    'Skidding_and_Overturning': 0,\n",
38680         "    'Towing_and_Articulation': 0,\n",
38681         "    'Vehicle_Leaving_Carriageway': 0,\n",
38682         "    'Vehicle_Location-Restricted_Lane': 0,\n",
38683         "    'Vehicle_Manoeuvre': 18,\n",
38684         "    'Vehicle_Reference': 1,\n",
38685         "    'Vehicle_Type': 9,\n",
38686         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
38687         "  'Weather_Conditions': 1,\n",
38688         "  '_id': ObjectId('52a9c98292c4e16686d2b738'),\n",
38689         "  'loc': {'coordinates': [-0.745084, 52.019562], 'type': 'Point'}},\n",
38690         " {'1st_Road_Class': 3,\n",
38691         "  '1st_Road_Number': 421,\n",
38692         "  '2nd_Road_Class': 5,\n",
38693         "  '2nd_Road_Number': 157,\n",
38694         "  'Accident_Index': '201243S047032',\n",
38695         "  'Accident_Severity': 3,\n",
38696         "  'Carriageway_Hazards': 0,\n",
38697         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
38698         "    'Bus_or_Coach_Passenger': 0,\n",
38699         "    'Car_Passenger': 0,\n",
38700         "    'Casualty_Class': 1,\n",
38701         "    'Casualty_Home_Area_Type': 3,\n",
38702         "    'Casualty_Reference': 1,\n",
38703         "    'Casualty_Severity': 3,\n",
38704         "    'Casualty_Type': 4,\n",
38705         "    'Pedestrian_Location': 0,\n",
38706         "    'Pedestrian_Movement': 0,\n",
38707         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
38708         "    'Sex_of_Casualty': 1,\n",
38709         "    'Vehicle_Reference': 2}],\n",
38710         "  'Date': '10/03/2012',\n",
38711         "  'Datetime': datetime.datetime(2012, 3, 10, 16, 30),\n",
38712         "  'Day_of_Week': 7,\n",
38713         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
38714         "  'Junction_Control': 4,\n",
38715         "  'Junction_Detail': 1,\n",
38716         "  'LSOA_of_Accident_Location': 'E01016845',\n",
38717         "  'Latitude': 52.021657,\n",
38718         "  'Light_Conditions': 1,\n",
38719         "  'Local_Authority_(District)': 479,\n",
38720         "  'Local_Authority_(Highway)': 'E06000042',\n",
38721         "  'Location_Easting_OSGR': 486610,\n",
38722         "  'Location_Northing_OSGR': 236670,\n",
38723         "  'Longitude': -0.739195,\n",
38724         "  'Number_of_Casualties': 1,\n",
38725         "  'Number_of_Vehicles': 2,\n",
38726         "  'Pedestrian_Crossing-Human_Control': 0,\n",
38727         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
38728         "  'Police_Force': 43,\n",
38729         "  'Road_Surface_Conditions': 1,\n",
38730         "  'Road_Type': 1,\n",
38731         "  'Special_Conditions_at_Site': 0,\n",
38732         "  'Speed_limit': 40,\n",
38733         "  'Time': '16:30',\n",
38734         "  'Urban_or_Rural_Area': 1,\n",
38735         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
38736         "    'Age_Band_of_Driver': -1,\n",
38737         "    'Age_of_Vehicle': 8,\n",
38738         "    'Driver_Home_Area_Type': -1,\n",
38739         "    'Driver_IMD_Decile': -1,\n",
38740         "    'Engine_Capacity_(CC)': 1997,\n",
38741         "    'Hit_Object_in_Carriageway': 0,\n",
38742         "    'Hit_Object_off_Carriageway': 0,\n",
38743         "    'Journey_Purpose_of_Driver': 6,\n",
38744         "    'Junction_Location': 1,\n",
38745         "    'Propulsion_Code': 2,\n",
38746         "    'Sex_of_Driver': 1,\n",
38747         "    'Skidding_and_Overturning': 0,\n",
38748         "    'Towing_and_Articulation': 0,\n",
38749         "    'Vehicle_Leaving_Carriageway': 0,\n",
38750         "    'Vehicle_Location-Restricted_Lane': 0,\n",
38751         "    'Vehicle_Manoeuvre': 4,\n",
38752         "    'Vehicle_Reference': 1,\n",
38753         "    'Vehicle_Type': 9,\n",
38754         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
38755         "   {'1st_Point_of_Impact': 2,\n",
38756         "    'Age_Band_of_Driver': 8,\n",
38757         "    'Age_of_Vehicle': 9,\n",
38758         "    'Driver_Home_Area_Type': 3,\n",
38759         "    'Driver_IMD_Decile': 6,\n",
38760         "    'Engine_Capacity_(CC)': 955,\n",
38761         "    'Hit_Object_in_Carriageway': 0,\n",
38762         "    'Hit_Object_off_Carriageway': 0,\n",
38763         "    'Journey_Purpose_of_Driver': 6,\n",
38764         "    'Junction_Location': 1,\n",
38765         "    'Propulsion_Code': 1,\n",
38766         "    'Sex_of_Driver': 1,\n",
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38770         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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38772         "    'Vehicle_Reference': 2,\n",
38773         "    'Vehicle_Type': 4,\n",
38774         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
38775         "  'Weather_Conditions': 1,\n",
38776         "  '_id': ObjectId('52a9c98292c4e16686d2b67d'),\n",
38777         "  'loc': {'coordinates': [-0.739195, 52.021657], 'type': 'Point'}},\n",
38778         " {'1st_Road_Class': 3,\n",
38779         "  '1st_Road_Number': 421,\n",
38780         "  '2nd_Road_Class': 6,\n",
38781         "  '2nd_Road_Number': 1069,\n",
38782         "  'Accident_Index': '201243S081062',\n",
38783         "  'Accident_Severity': 3,\n",
38784         "  'Carriageway_Hazards': 0,\n",
38785         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
38786         "    'Bus_or_Coach_Passenger': 0,\n",
38787         "    'Car_Passenger': 0,\n",
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38789         "    'Casualty_Home_Area_Type': 1,\n",
38790         "    'Casualty_Reference': 1,\n",
38791         "    'Casualty_Severity': 3,\n",
38792         "    'Casualty_Type': 5,\n",
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38794         "    'Pedestrian_Movement': 0,\n",
38795         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
38796         "    'Sex_of_Casualty': 1,\n",
38797         "    'Vehicle_Reference': 1}],\n",
38798         "  'Date': '21/06/2012',\n",
38799         "  'Datetime': datetime.datetime(2012, 6, 21, 7, 54),\n",
38800         "  'Day_of_Week': 5,\n",
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38803         "  'Junction_Detail': 1,\n",
38804         "  'LSOA_of_Accident_Location': 'E01016845',\n",
38805         "  'Latitude': 52.023603,\n",
38806         "  'Light_Conditions': 1,\n",
38807         "  'Local_Authority_(District)': 479,\n",
38808         "  'Local_Authority_(Highway)': 'E06000042',\n",
38809         "  'Location_Easting_OSGR': 486810,\n",
38810         "  'Location_Northing_OSGR': 236890,\n",
38811         "  'Longitude': -0.736225,\n",
38812         "  'Number_of_Casualties': 1,\n",
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38815         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
38816         "  'Police_Force': 43,\n",
38817         "  'Road_Surface_Conditions': 2,\n",
38818         "  'Road_Type': 3,\n",
38819         "  'Special_Conditions_at_Site': 0,\n",
38820         "  'Speed_limit': 70,\n",
38821         "  'Time': '07:54',\n",
38822         "  'Urban_or_Rural_Area': 1,\n",
38823         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
38824         "    'Age_Band_of_Driver': 7,\n",
38825         "    'Age_of_Vehicle': 14,\n",
38826         "    'Driver_Home_Area_Type': 1,\n",
38827         "    'Driver_IMD_Decile': 4,\n",
38828         "    'Engine_Capacity_(CC)': 648,\n",
38829         "    'Hit_Object_in_Carriageway': 0,\n",
38830         "    'Hit_Object_off_Carriageway': 0,\n",
38831         "    'Journey_Purpose_of_Driver': 2,\n",
38832         "    'Junction_Location': 3,\n",
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38834         "    'Sex_of_Driver': 1,\n",
38835         "    'Skidding_and_Overturning': 0,\n",
38836         "    'Towing_and_Articulation': 0,\n",
38837         "    'Vehicle_Leaving_Carriageway': 0,\n",
38838         "    'Vehicle_Location-Restricted_Lane': 0,\n",
38839         "    'Vehicle_Manoeuvre': 18,\n",
38840         "    'Vehicle_Reference': 1,\n",
38841         "    'Vehicle_Type': 5,\n",
38842         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
38843         "  'Weather_Conditions': 2,\n",
38844         "  '_id': ObjectId('52a9c98292c4e16686d2b723'),\n",
38845         "  'loc': {'coordinates': [-0.736225, 52.023603], 'type': 'Point'}},\n",
38846         " {'1st_Road_Class': 4,\n",
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38848         "  '2nd_Road_Class': 6,\n",
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38850         "  'Accident_Index': '201243S090062',\n",
38851         "  'Accident_Severity': 3,\n",
38852         "  'Carriageway_Hazards': 0,\n",
38853         "  'Casualties': [{'Age_Band_of_Casualty': 9,\n",
38854         "    'Bus_or_Coach_Passenger': 4,\n",
38855         "    'Car_Passenger': 0,\n",
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38857         "    'Casualty_Home_Area_Type': 1,\n",
38858         "    'Casualty_Reference': 1,\n",
38859         "    'Casualty_Severity': 3,\n",
38860         "    'Casualty_Type': 11,\n",
38861         "    'Pedestrian_Location': 0,\n",
38862         "    'Pedestrian_Movement': 0,\n",
38863         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
38864         "    'Sex_of_Casualty': 2,\n",
38865         "    'Vehicle_Reference': 2},\n",
38866         "   {'Age_Band_of_Casualty': 8,\n",
38867         "    'Bus_or_Coach_Passenger': 4,\n",
38868         "    'Car_Passenger': 0,\n",
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38871         "    'Casualty_Reference': 2,\n",
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38876         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
38877         "    'Sex_of_Casualty': 2,\n",
38878         "    'Vehicle_Reference': 2}],\n",
38879         "  'Date': '23/06/2012',\n",
38880         "  'Datetime': datetime.datetime(2012, 6, 23, 17, 42),\n",
38881         "  'Day_of_Week': 7,\n",
38882         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
38883         "  'Junction_Control': 4,\n",
38884         "  'Junction_Detail': 3,\n",
38885         "  'LSOA_of_Accident_Location': 'E01016845',\n",
38886         "  'Latitude': 52.020372,\n",
38887         "  'Light_Conditions': 1,\n",
38888         "  'Local_Authority_(District)': 479,\n",
38889         "  'Local_Authority_(Highway)': 'E06000042',\n",
38890         "  'Location_Easting_OSGR': 486780,\n",
38891         "  'Location_Northing_OSGR': 236530,\n",
38892         "  'Longitude': -0.736754,\n",
38893         "  'Number_of_Casualties': 2,\n",
38894         "  'Number_of_Vehicles': 2,\n",
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38897         "  'Police_Force': 43,\n",
38898         "  'Road_Surface_Conditions': 1,\n",
38899         "  'Road_Type': 6,\n",
38900         "  'Special_Conditions_at_Site': 0,\n",
38901         "  'Speed_limit': 40,\n",
38902         "  'Time': '17:42',\n",
38903         "  'Urban_or_Rural_Area': 1,\n",
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38911         "    'Hit_Object_off_Carriageway': 0,\n",
38912         "    'Journey_Purpose_of_Driver': 6,\n",
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38924         "   {'1st_Point_of_Impact': 0,\n",
38925         "    'Age_Band_of_Driver': 4,\n",
38926         "    'Age_of_Vehicle': 12,\n",
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38931         "    'Hit_Object_off_Carriageway': 0,\n",
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38943         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
38944         "  'Weather_Conditions': 1,\n",
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38946         "  'loc': {'coordinates': [-0.736754, 52.020372], 'type': 'Point'}},\n",
38947         " {'1st_Road_Class': 3,\n",
38948         "  '1st_Road_Number': 421,\n",
38949         "  '2nd_Road_Class': 6,\n",
38950         "  '2nd_Road_Number': 1069,\n",
38951         "  'Accident_Index': '201243S093092',\n",
38952         "  'Accident_Severity': 3,\n",
38953         "  'Carriageway_Hazards': 0,\n",
38954         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
38955         "    'Bus_or_Coach_Passenger': 0,\n",
38956         "    'Car_Passenger': 0,\n",
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38961         "    'Casualty_Type': 0,\n",
38962         "    'Pedestrian_Location': 5,\n",
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38964         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
38965         "    'Sex_of_Casualty': 1,\n",
38966         "    'Vehicle_Reference': 1}],\n",
38967         "  'Date': '22/09/2012',\n",
38968         "  'Datetime': datetime.datetime(2012, 9, 22, 6, 45),\n",
38969         "  'Day_of_Week': 7,\n",
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38972         "  'Junction_Detail': 1,\n",
38973         "  'LSOA_of_Accident_Location': 'E01016845',\n",
38974         "  'Latitude': 52.023602,\n",
38975         "  'Light_Conditions': 1,\n",
38976         "  'Local_Authority_(District)': 479,\n",
38977         "  'Local_Authority_(Highway)': 'E06000042',\n",
38978         "  'Location_Easting_OSGR': 486820,\n",
38979         "  'Location_Northing_OSGR': 236890,\n",
38980         "  'Longitude': -0.73608,\n",
38981         "  'Number_of_Casualties': 1,\n",
38982         "  'Number_of_Vehicles': 1,\n",
38983         "  'Pedestrian_Crossing-Human_Control': 0,\n",
38984         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
38985         "  'Police_Force': 43,\n",
38986         "  'Road_Surface_Conditions': 2,\n",
38987         "  'Road_Type': 3,\n",
38988         "  'Special_Conditions_at_Site': 0,\n",
38989         "  'Speed_limit': 70,\n",
38990         "  'Time': '06:45',\n",
38991         "  'Urban_or_Rural_Area': 1,\n",
38992         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
38993         "    'Age_Band_of_Driver': 8,\n",
38994         "    'Age_of_Vehicle': 9,\n",
38995         "    'Driver_Home_Area_Type': 1,\n",
38996         "    'Driver_IMD_Decile': 1,\n",
38997         "    'Engine_Capacity_(CC)': 3175,\n",
38998         "    'Hit_Object_in_Carriageway': 0,\n",
38999         "    'Hit_Object_off_Carriageway': 0,\n",
39000         "    'Journey_Purpose_of_Driver': 1,\n",
39001         "    'Junction_Location': 3,\n",
39002         "    'Propulsion_Code': 1,\n",
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39006         "    'Vehicle_Leaving_Carriageway': 0,\n",
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39009         "    'Vehicle_Reference': 1,\n",
39010         "    'Vehicle_Type': 9,\n",
39011         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
39012         "  'Weather_Conditions': 1,\n",
39013         "  '_id': ObjectId('52a9c98292c4e16686d2b75e'),\n",
39014         "  'loc': {'coordinates': [-0.73608, 52.023602], 'type': 'Point'}},\n",
39015         " {'1st_Road_Class': 3,\n",
39016         "  '1st_Road_Number': 421,\n",
39017         "  '2nd_Road_Class': 6,\n",
39018         "  '2nd_Road_Number': 1069,\n",
39019         "  'Accident_Index': '201243S079112',\n",
39020         "  'Accident_Severity': 3,\n",
39021         "  'Carriageway_Hazards': 0,\n",
39022         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
39023         "    'Bus_or_Coach_Passenger': 0,\n",
39024         "    'Car_Passenger': 0,\n",
39025         "    'Casualty_Class': 1,\n",
39026         "    'Casualty_Home_Area_Type': 1,\n",
39027         "    'Casualty_Reference': 1,\n",
39028         "    'Casualty_Severity': 3,\n",
39029         "    'Casualty_Type': 3,\n",
39030         "    'Pedestrian_Location': 0,\n",
39031         "    'Pedestrian_Movement': 0,\n",
39032         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
39033         "    'Sex_of_Casualty': 1,\n",
39034         "    'Vehicle_Reference': 2}],\n",
39035         "  'Date': '19/11/2012',\n",
39036         "  'Datetime': datetime.datetime(2012, 11, 19, 20, 10),\n",
39037         "  'Day_of_Week': 2,\n",
39038         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
39039         "  'Junction_Control': 4,\n",
39040         "  'Junction_Detail': 1,\n",
39041         "  'LSOA_of_Accident_Location': 'E01016848',\n",
39042         "  'Latitude': 52.024053,\n",
39043         "  'Light_Conditions': 4,\n",
39044         "  'Local_Authority_(District)': 479,\n",
39045         "  'Local_Authority_(Highway)': 'E06000042',\n",
39046         "  'Location_Easting_OSGR': 486810,\n",
39047         "  'Location_Northing_OSGR': 236940,\n",
39048         "  'Longitude': -0.736213,\n",
39049         "  'Number_of_Casualties': 1,\n",
39050         "  'Number_of_Vehicles': 2,\n",
39051         "  'Pedestrian_Crossing-Human_Control': 0,\n",
39052         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
39053         "  'Police_Force': 43,\n",
39054         "  'Road_Surface_Conditions': 2,\n",
39055         "  'Road_Type': 1,\n",
39056         "  'Special_Conditions_at_Site': 0,\n",
39057         "  'Speed_limit': 70,\n",
39058         "  'Time': '20:10',\n",
39059         "  'Urban_or_Rural_Area': 1,\n",
39060         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
39061         "    'Age_Band_of_Driver': -1,\n",
39062         "    'Age_of_Vehicle': -1,\n",
39063         "    'Driver_Home_Area_Type': -1,\n",
39064         "    'Driver_IMD_Decile': -1,\n",
39065         "    'Engine_Capacity_(CC)': -1,\n",
39066         "    'Hit_Object_in_Carriageway': 0,\n",
39067         "    'Hit_Object_off_Carriageway': 0,\n",
39068         "    'Journey_Purpose_of_Driver': 6,\n",
39069         "    'Junction_Location': 8,\n",
39070         "    'Propulsion_Code': -1,\n",
39071         "    'Sex_of_Driver': 3,\n",
39072         "    'Skidding_and_Overturning': 0,\n",
39073         "    'Towing_and_Articulation': 0,\n",
39074         "    'Vehicle_Leaving_Carriageway': 0,\n",
39075         "    'Vehicle_Location-Restricted_Lane': 0,\n",
39076         "    'Vehicle_Manoeuvre': 18,\n",
39077         "    'Vehicle_Reference': 1,\n",
39078         "    'Vehicle_Type': 19,\n",
39079         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
39080         "   {'1st_Point_of_Impact': 4,\n",
39081         "    'Age_Band_of_Driver': 7,\n",
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39083         "    'Driver_Home_Area_Type': 1,\n",
39084         "    'Driver_IMD_Decile': 5,\n",
39085         "    'Engine_Capacity_(CC)': 124,\n",
39086         "    'Hit_Object_in_Carriageway': 0,\n",
39087         "    'Hit_Object_off_Carriageway': 0,\n",
39088         "    'Journey_Purpose_of_Driver': 1,\n",
39089         "    'Junction_Location': 8,\n",
39090         "    'Propulsion_Code': 1,\n",
39091         "    'Sex_of_Driver': 1,\n",
39092         "    'Skidding_and_Overturning': 0,\n",
39093         "    'Towing_and_Articulation': 0,\n",
39094         "    'Vehicle_Leaving_Carriageway': 0,\n",
39095         "    'Vehicle_Location-Restricted_Lane': 0,\n",
39096         "    'Vehicle_Manoeuvre': 18,\n",
39097         "    'Vehicle_Reference': 2,\n",
39098         "    'Vehicle_Type': 3,\n",
39099         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
39100         "  'Weather_Conditions': 1,\n",
39101         "  '_id': ObjectId('52a9c98292c4e16686d2b71a'),\n",
39102         "  'loc': {'coordinates': [-0.736213, 52.024053], 'type': 'Point'}},\n",
39103         " {'1st_Road_Class': 3,\n",
39104         "  '1st_Road_Number': 421,\n",
39105         "  '2nd_Road_Class': -1,\n",
39106         "  '2nd_Road_Number': 0,\n",
39107         "  'Accident_Index': '201243S062122',\n",
39108         "  'Accident_Severity': 3,\n",
39109         "  'Carriageway_Hazards': 0,\n",
39110         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
39111         "    'Bus_or_Coach_Passenger': 0,\n",
39112         "    'Car_Passenger': 0,\n",
39113         "    'Casualty_Class': 1,\n",
39114         "    'Casualty_Home_Area_Type': 1,\n",
39115         "    'Casualty_Reference': 1,\n",
39116         "    'Casualty_Severity': 3,\n",
39117         "    'Casualty_Type': 9,\n",
39118         "    'Pedestrian_Location': 0,\n",
39119         "    'Pedestrian_Movement': 0,\n",
39120         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
39121         "    'Sex_of_Casualty': 1,\n",
39122         "    'Vehicle_Reference': 1},\n",
39123         "   {'Age_Band_of_Casualty': 6,\n",
39124         "    'Bus_or_Coach_Passenger': 0,\n",
39125         "    'Car_Passenger': 0,\n",
39126         "    'Casualty_Class': 1,\n",
39127         "    'Casualty_Home_Area_Type': 1,\n",
39128         "    'Casualty_Reference': 2,\n",
39129         "    'Casualty_Severity': 3,\n",
39130         "    'Casualty_Type': 21,\n",
39131         "    'Pedestrian_Location': 0,\n",
39132         "    'Pedestrian_Movement': 0,\n",
39133         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
39134         "    'Sex_of_Casualty': 1,\n",
39135         "    'Vehicle_Reference': 2}],\n",
39136         "  'Date': '13/12/2012',\n",
39137         "  'Datetime': datetime.datetime(2012, 12, 13, 13, 44),\n",
39138         "  'Day_of_Week': 5,\n",
39139         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
39140         "  'Junction_Control': -1,\n",
39141         "  'Junction_Detail': 0,\n",
39142         "  'LSOA_of_Accident_Location': 'E01016845',\n",
39143         "  'Latitude': 52.022197,\n",
39144         "  'Light_Conditions': 1,\n",
39145         "  'Local_Authority_(District)': 479,\n",
39146         "  'Local_Authority_(Highway)': 'E06000042',\n",
39147         "  'Location_Easting_OSGR': 486664,\n",
39148         "  'Location_Northing_OSGR': 236731,\n",
39149         "  'Longitude': -0.738393,\n",
39150         "  'Number_of_Casualties': 2,\n",
39151         "  'Number_of_Vehicles': 2,\n",
39152         "  'Pedestrian_Crossing-Human_Control': 0,\n",
39153         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
39154         "  'Police_Force': 43,\n",
39155         "  'Road_Surface_Conditions': 2,\n",
39156         "  'Road_Type': 3,\n",
39157         "  'Special_Conditions_at_Site': 0,\n",
39158         "  'Speed_limit': 70,\n",
39159         "  'Time': '13:44',\n",
39160         "  'Urban_or_Rural_Area': 1,\n",
39161         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
39162         "    'Age_Band_of_Driver': 6,\n",
39163         "    'Age_of_Vehicle': 16,\n",
39164         "    'Driver_Home_Area_Type': 1,\n",
39165         "    'Driver_IMD_Decile': 10,\n",
39166         "    'Engine_Capacity_(CC)': 1596,\n",
39167         "    'Hit_Object_in_Carriageway': 10,\n",
39168         "    'Hit_Object_off_Carriageway': 0,\n",
39169         "    'Journey_Purpose_of_Driver': 6,\n",
39170         "    'Junction_Location': 0,\n",
39171         "    'Propulsion_Code': 1,\n",
39172         "    'Sex_of_Driver': 1,\n",
39173         "    'Skidding_and_Overturning': 1,\n",
39174         "    'Towing_and_Articulation': 0,\n",
39175         "    'Vehicle_Leaving_Carriageway': 6,\n",
39176         "    'Vehicle_Location-Restricted_Lane': 0,\n",
39177         "    'Vehicle_Manoeuvre': 18,\n",
39178         "    'Vehicle_Reference': 1,\n",
39179         "    'Vehicle_Type': 9,\n",
39180         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
39181         "   {'1st_Point_of_Impact': 3,\n",
39182         "    'Age_Band_of_Driver': 6,\n",
39183         "    'Age_of_Vehicle': 4,\n",
39184         "    'Driver_Home_Area_Type': 1,\n",
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39187         "    'Hit_Object_in_Carriageway': 0,\n",
39188         "    'Hit_Object_off_Carriageway': 0,\n",
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39198         "    'Vehicle_Reference': 2,\n",
39199         "    'Vehicle_Type': 21,\n",
39200         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
39201         "  'Weather_Conditions': 1,\n",
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39203         "  'loc': {'coordinates': [-0.738393, 52.022197], 'type': 'Point'}},\n",
39204         " {'1st_Road_Class': 3,\n",
39205         "  '1st_Road_Number': 421,\n",
39206         "  '2nd_Road_Class': -1,\n",
39207         "  '2nd_Road_Number': 0,\n",
39208         "  'Accident_Index': '201243S134092',\n",
39209         "  'Accident_Severity': 2,\n",
39210         "  'Carriageway_Hazards': 0,\n",
39211         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
39212         "    'Bus_or_Coach_Passenger': 0,\n",
39213         "    'Car_Passenger': 0,\n",
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39215         "    'Casualty_Home_Area_Type': -1,\n",
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39217         "    'Casualty_Severity': 2,\n",
39218         "    'Casualty_Type': 0,\n",
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39221         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
39222         "    'Sex_of_Casualty': 1,\n",
39223         "    'Vehicle_Reference': 1}],\n",
39224         "  'Date': '14/09/2012',\n",
39225         "  'Datetime': datetime.datetime(2012, 9, 14, 18, 14),\n",
39226         "  'Day_of_Week': 6,\n",
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39229         "  'Junction_Detail': 0,\n",
39230         "  'LSOA_of_Accident_Location': 'E01016845',\n",
39231         "  'Latitude': 52.024573,\n",
39232         "  'Light_Conditions': 1,\n",
39233         "  'Local_Authority_(District)': 479,\n",
39234         "  'Local_Authority_(Highway)': 'E06000042',\n",
39235         "  'Location_Easting_OSGR': 486930,\n",
39236         "  'Location_Northing_OSGR': 237000,\n",
39237         "  'Longitude': -0.734449,\n",
39238         "  'Number_of_Casualties': 1,\n",
39239         "  'Number_of_Vehicles': 1,\n",
39240         "  'Pedestrian_Crossing-Human_Control': 0,\n",
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39242         "  'Police_Force': 43,\n",
39243         "  'Road_Surface_Conditions': 1,\n",
39244         "  'Road_Type': 3,\n",
39245         "  'Special_Conditions_at_Site': 0,\n",
39246         "  'Speed_limit': 70,\n",
39247         "  'Time': '18:14',\n",
39248         "  'Urban_or_Rural_Area': 1,\n",
39249         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
39250         "    'Age_Band_of_Driver': 6,\n",
39251         "    'Age_of_Vehicle': 12,\n",
39252         "    'Driver_Home_Area_Type': 1,\n",
39253         "    'Driver_IMD_Decile': 4,\n",
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39255         "    'Hit_Object_in_Carriageway': 0,\n",
39256         "    'Hit_Object_off_Carriageway': 0,\n",
39257         "    'Journey_Purpose_of_Driver': 2,\n",
39258         "    'Junction_Location': 0,\n",
39259         "    'Propulsion_Code': 1,\n",
39260         "    'Sex_of_Driver': 1,\n",
39261         "    'Skidding_and_Overturning': 1,\n",
39262         "    'Towing_and_Articulation': 0,\n",
39263         "    'Vehicle_Leaving_Carriageway': 0,\n",
39264         "    'Vehicle_Location-Restricted_Lane': 0,\n",
39265         "    'Vehicle_Manoeuvre': 18,\n",
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39268         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
39269         "  'Weather_Conditions': 1,\n",
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39271         "  'loc': {'coordinates': [-0.734449, 52.024573], 'type': 'Point'}},\n",
39272         " {'1st_Road_Class': 3,\n",
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39274         "  '2nd_Road_Class': 5,\n",
39275         "  '2nd_Road_Number': 158,\n",
39276         "  'Accident_Index': '201243S037012',\n",
39277         "  'Accident_Severity': 3,\n",
39278         "  'Carriageway_Hazards': 0,\n",
39279         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
39280         "    'Bus_or_Coach_Passenger': 0,\n",
39281         "    'Car_Passenger': 1,\n",
39282         "    'Casualty_Class': 2,\n",
39283         "    'Casualty_Home_Area_Type': 1,\n",
39284         "    'Casualty_Reference': 1,\n",
39285         "    'Casualty_Severity': 3,\n",
39286         "    'Casualty_Type': 9,\n",
39287         "    'Pedestrian_Location': 0,\n",
39288         "    'Pedestrian_Movement': 0,\n",
39289         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
39290         "    'Sex_of_Casualty': 2,\n",
39291         "    'Vehicle_Reference': 2},\n",
39292         "   {'Age_Band_of_Casualty': 6,\n",
39293         "    'Bus_or_Coach_Passenger': 0,\n",
39294         "    'Car_Passenger': 0,\n",
39295         "    'Casualty_Class': 1,\n",
39296         "    'Casualty_Home_Area_Type': 1,\n",
39297         "    'Casualty_Reference': 2,\n",
39298         "    'Casualty_Severity': 3,\n",
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39302         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
39303         "    'Sex_of_Casualty': 1,\n",
39304         "    'Vehicle_Reference': 2}],\n",
39305         "  'Date': '12/01/2012',\n",
39306         "  'Datetime': datetime.datetime(2012, 1, 12, 7, 30),\n",
39307         "  'Day_of_Week': 5,\n",
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39309         "  'Junction_Control': 4,\n",
39310         "  'Junction_Detail': 1,\n",
39311         "  'LSOA_of_Accident_Location': 'E01016784',\n",
39312         "  'Latitude': 52.025419,\n",
39313         "  'Light_Conditions': 4,\n",
39314         "  'Local_Authority_(District)': 479,\n",
39315         "  'Local_Authority_(Highway)': 'E06000042',\n",
39316         "  'Location_Easting_OSGR': 487270,\n",
39317         "  'Location_Northing_OSGR': 237100,\n",
39318         "  'Longitude': -0.72947,\n",
39319         "  'Number_of_Casualties': 2,\n",
39320         "  'Number_of_Vehicles': 2,\n",
39321         "  'Pedestrian_Crossing-Human_Control': 0,\n",
39322         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
39323         "  'Police_Force': 43,\n",
39324         "  'Road_Surface_Conditions': 2,\n",
39325         "  'Road_Type': 1,\n",
39326         "  'Special_Conditions_at_Site': 0,\n",
39327         "  'Speed_limit': 70,\n",
39328         "  'Time': '07:30',\n",
39329         "  'Urban_or_Rural_Area': 1,\n",
39330         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
39331         "    'Age_Band_of_Driver': 9,\n",
39332         "    'Age_of_Vehicle': 10,\n",
39333         "    'Driver_Home_Area_Type': -1,\n",
39334         "    'Driver_IMD_Decile': -1,\n",
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39336         "    'Hit_Object_in_Carriageway': 0,\n",
39337         "    'Hit_Object_off_Carriageway': 0,\n",
39338         "    'Journey_Purpose_of_Driver': 1,\n",
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39340         "    'Propulsion_Code': 2,\n",
39341         "    'Sex_of_Driver': 1,\n",
39342         "    'Skidding_and_Overturning': 0,\n",
39343         "    'Towing_and_Articulation': 1,\n",
39344         "    'Vehicle_Leaving_Carriageway': 0,\n",
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39346         "    'Vehicle_Manoeuvre': 9,\n",
39347         "    'Vehicle_Reference': 1,\n",
39348         "    'Vehicle_Type': 21,\n",
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39350         "   {'1st_Point_of_Impact': 4,\n",
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39357         "    'Hit_Object_off_Carriageway': 2,\n",
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39364         "    'Vehicle_Leaving_Carriageway': 7,\n",
39365         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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39369         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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39373         " {'1st_Road_Class': 3,\n",
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39375         "  '2nd_Road_Class': 4,\n",
39376         "  '2nd_Road_Number': 4034,\n",
39377         "  'Accident_Index': '201243S053092',\n",
39378         "  'Accident_Severity': 2,\n",
39379         "  'Carriageway_Hazards': 0,\n",
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39390         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
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39392         "    'Vehicle_Reference': 1},\n",
39393         "   {'Age_Band_of_Casualty': 8,\n",
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39404         "    'Sex_of_Casualty': 2,\n",
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39406         "   {'Age_Band_of_Casualty': 7,\n",
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39408         "    'Car_Passenger': 0,\n",
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39410         "    'Casualty_Home_Area_Type': 1,\n",
39411         "    'Casualty_Reference': 2,\n",
39412         "    'Casualty_Severity': 3,\n",
39413         "    'Casualty_Type': 9,\n",
39414         "    'Pedestrian_Location': 0,\n",
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39416         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
39417         "    'Sex_of_Casualty': 2,\n",
39418         "    'Vehicle_Reference': 2},\n",
39419         "   {'Age_Band_of_Casualty': 7,\n",
39420         "    'Bus_or_Coach_Passenger': 0,\n",
39421         "    'Car_Passenger': 1,\n",
39422         "    'Casualty_Class': 2,\n",
39423         "    'Casualty_Home_Area_Type': 1,\n",
39424         "    'Casualty_Reference': 4,\n",
39425         "    'Casualty_Severity': 3,\n",
39426         "    'Casualty_Type': 9,\n",
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39429         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
39430         "    'Sex_of_Casualty': 1,\n",
39431         "    'Vehicle_Reference': 2}],\n",
39432         "  'Date': '13/09/2012',\n",
39433         "  'Datetime': datetime.datetime(2012, 9, 13, 11, 57),\n",
39434         "  'Day_of_Week': 5,\n",
39435         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
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39437         "  'Junction_Detail': 1,\n",
39438         "  'LSOA_of_Accident_Location': 'E01016845',\n",
39439         "  'Latitude': 52.025441,\n",
39440         "  'Light_Conditions': 1,\n",
39441         "  'Local_Authority_(District)': 479,\n",
39442         "  'Local_Authority_(Highway)': 'E06000042',\n",
39443         "  'Location_Easting_OSGR': 487130,\n",
39444         "  'Location_Northing_OSGR': 237100,\n",
39445         "  'Longitude': -0.73151,\n",
39446         "  'Number_of_Casualties': 4,\n",
39447         "  'Number_of_Vehicles': 2,\n",
39448         "  'Pedestrian_Crossing-Human_Control': 0,\n",
39449         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
39450         "  'Police_Force': 43,\n",
39451         "  'Road_Surface_Conditions': 1,\n",
39452         "  'Road_Type': 3,\n",
39453         "  'Special_Conditions_at_Site': 0,\n",
39454         "  'Speed_limit': 70,\n",
39455         "  'Time': '11:57',\n",
39456         "  'Urban_or_Rural_Area': 1,\n",
39457         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
39458         "    'Age_Band_of_Driver': 10,\n",
39459         "    'Age_of_Vehicle': 7,\n",
39460         "    'Driver_Home_Area_Type': 1,\n",
39461         "    'Driver_IMD_Decile': 4,\n",
39462         "    'Engine_Capacity_(CC)': 1560,\n",
39463         "    'Hit_Object_in_Carriageway': 0,\n",
39464         "    'Hit_Object_off_Carriageway': 0,\n",
39465         "    'Journey_Purpose_of_Driver': 6,\n",
39466         "    'Junction_Location': 8,\n",
39467         "    'Propulsion_Code': 2,\n",
39468         "    'Sex_of_Driver': 2,\n",
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39470         "    'Towing_and_Articulation': 0,\n",
39471         "    'Vehicle_Leaving_Carriageway': 0,\n",
39472         "    'Vehicle_Location-Restricted_Lane': 0,\n",
39473         "    'Vehicle_Manoeuvre': 18,\n",
39474         "    'Vehicle_Reference': 1,\n",
39475         "    'Vehicle_Type': 9,\n",
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39477         "   {'1st_Point_of_Impact': 2,\n",
39478         "    'Age_Band_of_Driver': 7,\n",
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39482         "    'Engine_Capacity_(CC)': 1986,\n",
39483         "    'Hit_Object_in_Carriageway': 0,\n",
39484         "    'Hit_Object_off_Carriageway': 0,\n",
39485         "    'Journey_Purpose_of_Driver': 6,\n",
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39487         "    'Propulsion_Code': 2,\n",
39488         "    'Sex_of_Driver': 2,\n",
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39490         "    'Towing_and_Articulation': 0,\n",
39491         "    'Vehicle_Leaving_Carriageway': 0,\n",
39492         "    'Vehicle_Location-Restricted_Lane': 0,\n",
39493         "    'Vehicle_Manoeuvre': 18,\n",
39494         "    'Vehicle_Reference': 2,\n",
39495         "    'Vehicle_Type': 9,\n",
39496         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
39497         "  'Weather_Conditions': 1,\n",
39498         "  '_id': ObjectId('52a9c98292c4e16686d2b698'),\n",
39499         "  'loc': {'coordinates': [-0.73151, 52.025441], 'type': 'Point'}},\n",
39500         " {'1st_Road_Class': 5,\n",
39501         "  '1st_Road_Number': 158,\n",
39502         "  '2nd_Road_Class': 6,\n",
39503         "  '2nd_Road_Number': 1069,\n",
39504         "  'Accident_Index': '201243S070012',\n",
39505         "  'Accident_Severity': 3,\n",
39506         "  'Carriageway_Hazards': 0,\n",
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39517         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
39518         "    'Sex_of_Casualty': 1,\n",
39519         "    'Vehicle_Reference': 1},\n",
39520         "   {'Age_Band_of_Casualty': 6,\n",
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39522         "    'Car_Passenger': 0,\n",
39523         "    'Casualty_Class': 1,\n",
39524         "    'Casualty_Home_Area_Type': 1,\n",
39525         "    'Casualty_Reference': 1,\n",
39526         "    'Casualty_Severity': 3,\n",
39527         "    'Casualty_Type': 9,\n",
39528         "    'Pedestrian_Location': 0,\n",
39529         "    'Pedestrian_Movement': 0,\n",
39530         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
39531         "    'Sex_of_Casualty': 1,\n",
39532         "    'Vehicle_Reference': 2}],\n",
39533         "  'Date': '20/01/2012',\n",
39534         "  'Datetime': datetime.datetime(2012, 1, 20, 11, 21),\n",
39535         "  'Day_of_Week': 6,\n",
39536         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
39537         "  'Junction_Control': 4,\n",
39538         "  'Junction_Detail': 3,\n",
39539         "  'LSOA_of_Accident_Location': 'E01016845',\n",
39540         "  'Latitude': 52.023142,\n",
39541         "  'Light_Conditions': 1,\n",
39542         "  'Local_Authority_(District)': 479,\n",
39543         "  'Local_Authority_(Highway)': 'E06000042',\n",
39544         "  'Location_Easting_OSGR': 487460,\n",
39545         "  'Location_Northing_OSGR': 236850,\n",
39546         "  'Longitude': -0.726765,\n",
39547         "  'Number_of_Casualties': 2,\n",
39548         "  'Number_of_Vehicles': 2,\n",
39549         "  'Pedestrian_Crossing-Human_Control': 0,\n",
39550         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
39551         "  'Police_Force': 43,\n",
39552         "  'Road_Surface_Conditions': 2,\n",
39553         "  'Road_Type': 3,\n",
39554         "  'Special_Conditions_at_Site': 0,\n",
39555         "  'Speed_limit': 70,\n",
39556         "  'Time': '11:21',\n",
39557         "  'Urban_or_Rural_Area': 1,\n",
39558         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
39559         "    'Age_Band_of_Driver': 6,\n",
39560         "    'Age_of_Vehicle': -1,\n",
39561         "    'Driver_Home_Area_Type': 1,\n",
39562         "    'Driver_IMD_Decile': 1,\n",
39563         "    'Engine_Capacity_(CC)': -1,\n",
39564         "    'Hit_Object_in_Carriageway': 0,\n",
39565         "    'Hit_Object_off_Carriageway': 0,\n",
39566         "    'Journey_Purpose_of_Driver': 6,\n",
39567         "    'Junction_Location': 8,\n",
39568         "    'Propulsion_Code': -1,\n",
39569         "    'Sex_of_Driver': 1,\n",
39570         "    'Skidding_and_Overturning': 0,\n",
39571         "    'Towing_and_Articulation': 0,\n",
39572         "    'Vehicle_Leaving_Carriageway': 0,\n",
39573         "    'Vehicle_Location-Restricted_Lane': 0,\n",
39574         "    'Vehicle_Manoeuvre': 18,\n",
39575         "    'Vehicle_Reference': 1,\n",
39576         "    'Vehicle_Type': 9,\n",
39577         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
39578         "   {'1st_Point_of_Impact': 3,\n",
39579         "    'Age_Band_of_Driver': 6,\n",
39580         "    'Age_of_Vehicle': 19,\n",
39581         "    'Driver_Home_Area_Type': 1,\n",
39582         "    'Driver_IMD_Decile': 4,\n",
39583         "    'Engine_Capacity_(CC)': 1781,\n",
39584         "    'Hit_Object_in_Carriageway': 0,\n",
39585         "    'Hit_Object_off_Carriageway': 0,\n",
39586         "    'Journey_Purpose_of_Driver': 6,\n",
39587         "    'Junction_Location': 8,\n",
39588         "    'Propulsion_Code': 1,\n",
39589         "    'Sex_of_Driver': 1,\n",
39590         "    'Skidding_and_Overturning': 0,\n",
39591         "    'Towing_and_Articulation': 0,\n",
39592         "    'Vehicle_Leaving_Carriageway': 0,\n",
39593         "    'Vehicle_Location-Restricted_Lane': 0,\n",
39594         "    'Vehicle_Manoeuvre': 9,\n",
39595         "    'Vehicle_Reference': 2,\n",
39596         "    'Vehicle_Type': 9,\n",
39597         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
39598         "  'Weather_Conditions': 2,\n",
39599         "  '_id': ObjectId('52a9c98292c4e16686d2b6e9'),\n",
39600         "  'loc': {'coordinates': [-0.726765, 52.023142], 'type': 'Point'}},\n",
39601         " {'1st_Road_Class': 3,\n",
39602         "  '1st_Road_Number': 421,\n",
39603         "  '2nd_Road_Class': -1,\n",
39604         "  '2nd_Road_Number': 0,\n",
39605         "  'Accident_Index': '201243S013122',\n",
39606         "  'Accident_Severity': 3,\n",
39607         "  'Carriageway_Hazards': 0,\n",
39608         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
39609         "    'Bus_or_Coach_Passenger': 0,\n",
39610         "    'Car_Passenger': 0,\n",
39611         "    'Casualty_Class': 1,\n",
39612         "    'Casualty_Home_Area_Type': 1,\n",
39613         "    'Casualty_Reference': 1,\n",
39614         "    'Casualty_Severity': 3,\n",
39615         "    'Casualty_Type': 9,\n",
39616         "    'Pedestrian_Location': 0,\n",
39617         "    'Pedestrian_Movement': 0,\n",
39618         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
39619         "    'Sex_of_Casualty': 2,\n",
39620         "    'Vehicle_Reference': 1},\n",
39621         "   {'Age_Band_of_Casualty': 5,\n",
39622         "    'Bus_or_Coach_Passenger': 0,\n",
39623         "    'Car_Passenger': 1,\n",
39624         "    'Casualty_Class': 2,\n",
39625         "    'Casualty_Home_Area_Type': 2,\n",
39626         "    'Casualty_Reference': 3,\n",
39627         "    'Casualty_Severity': 3,\n",
39628         "    'Casualty_Type': 9,\n",
39629         "    'Pedestrian_Location': 0,\n",
39630         "    'Pedestrian_Movement': 0,\n",
39631         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
39632         "    'Sex_of_Casualty': 1,\n",
39633         "    'Vehicle_Reference': 1},\n",
39634         "   {'Age_Band_of_Casualty': 9,\n",
39635         "    'Bus_or_Coach_Passenger': 0,\n",
39636         "    'Car_Passenger': 0,\n",
39637         "    'Casualty_Class': 1,\n",
39638         "    'Casualty_Home_Area_Type': 1,\n",
39639         "    'Casualty_Reference': 2,\n",
39640         "    'Casualty_Severity': 3,\n",
39641         "    'Casualty_Type': 9,\n",
39642         "    'Pedestrian_Location': 0,\n",
39643         "    'Pedestrian_Movement': 0,\n",
39644         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
39645         "    'Sex_of_Casualty': 2,\n",
39646         "    'Vehicle_Reference': 2}],\n",
39647         "  'Date': '02/12/2012',\n",
39648         "  'Datetime': datetime.datetime(2012, 12, 2, 11, 10),\n",
39649         "  'Day_of_Week': 1,\n",
39650         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
39651         "  'Junction_Control': -1,\n",
39652         "  'Junction_Detail': 0,\n",
39653         "  'LSOA_of_Accident_Location': 'E01016784',\n",
39654         "  'Latitude': 52.025704,\n",
39655         "  'Light_Conditions': 1,\n",
39656         "  'Local_Authority_(District)': 479,\n",
39657         "  'Local_Authority_(Highway)': 'E06000042',\n",
39658         "  'Location_Easting_OSGR': 487396,\n",
39659         "  'Location_Northing_OSGR': 237134,\n",
39660         "  'Longitude': -0.727625,\n",
39661         "  'Number_of_Casualties': 3,\n",
39662         "  'Number_of_Vehicles': 2,\n",
39663         "  'Pedestrian_Crossing-Human_Control': 0,\n",
39664         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
39665         "  'Police_Force': 43,\n",
39666         "  'Road_Surface_Conditions': 2,\n",
39667         "  'Road_Type': 3,\n",
39668         "  'Special_Conditions_at_Site': 0,\n",
39669         "  'Speed_limit': 70,\n",
39670         "  'Time': '11:10',\n",
39671         "  'Urban_or_Rural_Area': 2,\n",
39672         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
39673         "    'Age_Band_of_Driver': 5,\n",
39674         "    'Age_of_Vehicle': 15,\n",
39675         "    'Driver_Home_Area_Type': 1,\n",
39676         "    'Driver_IMD_Decile': 4,\n",
39677         "    'Engine_Capacity_(CC)': 1396,\n",
39678         "    'Hit_Object_in_Carriageway': 0,\n",
39679         "    'Hit_Object_off_Carriageway': 0,\n",
39680         "    'Journey_Purpose_of_Driver': 6,\n",
39681         "    'Junction_Location': 0,\n",
39682         "    'Propulsion_Code': 1,\n",
39683         "    'Sex_of_Driver': 2,\n",
39684         "    'Skidding_and_Overturning': 0,\n",
39685         "    'Towing_and_Articulation': 0,\n",
39686         "    'Vehicle_Leaving_Carriageway': 0,\n",
39687         "    'Vehicle_Location-Restricted_Lane': 0,\n",
39688         "    'Vehicle_Manoeuvre': 18,\n",
39689         "    'Vehicle_Reference': 1,\n",
39690         "    'Vehicle_Type': 9,\n",
39691         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
39692         "   {'1st_Point_of_Impact': 2,\n",
39693         "    'Age_Band_of_Driver': 9,\n",
39694         "    'Age_of_Vehicle': 7,\n",
39695         "    'Driver_Home_Area_Type': 1,\n",
39696         "    'Driver_IMD_Decile': -1,\n",
39697         "    'Engine_Capacity_(CC)': 1598,\n",
39698         "    'Hit_Object_in_Carriageway': 0,\n",
39699         "    'Hit_Object_off_Carriageway': 0,\n",
39700         "    'Journey_Purpose_of_Driver': 6,\n",
39701         "    'Junction_Location': 0,\n",
39702         "    'Propulsion_Code': 1,\n",
39703         "    'Sex_of_Driver': 2,\n",
39704         "    'Skidding_and_Overturning': 0,\n",
39705         "    'Towing_and_Articulation': 0,\n",
39706         "    'Vehicle_Leaving_Carriageway': 0,\n",
39707         "    'Vehicle_Location-Restricted_Lane': 0,\n",
39708         "    'Vehicle_Manoeuvre': 4,\n",
39709         "    'Vehicle_Reference': 2,\n",
39710         "    'Vehicle_Type': 9,\n",
39711         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
39712         "  'Weather_Conditions': 1,\n",
39713         "  '_id': ObjectId('52a9c98292c4e16686d2b5e5'),\n",
39714         "  'loc': {'coordinates': [-0.727625, 52.025704], 'type': 'Point'}},\n",
39715         " {'1st_Road_Class': 4,\n",
39716         "  '1st_Road_Number': 4034,\n",
39717         "  '2nd_Road_Class': 6,\n",
39718         "  '2nd_Road_Number': 1069,\n",
39719         "  'Accident_Index': '201243S059022',\n",
39720         "  'Accident_Severity': 3,\n",
39721         "  'Carriageway_Hazards': 0,\n",
39722         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
39723         "    'Bus_or_Coach_Passenger': 0,\n",
39724         "    'Car_Passenger': 0,\n",
39725         "    'Casualty_Class': 1,\n",
39726         "    'Casualty_Home_Area_Type': 1,\n",
39727         "    'Casualty_Reference': 2,\n",
39728         "    'Casualty_Severity': 3,\n",
39729         "    'Casualty_Type': 9,\n",
39730         "    'Pedestrian_Location': 0,\n",
39731         "    'Pedestrian_Movement': 0,\n",
39732         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
39733         "    'Sex_of_Casualty': 2,\n",
39734         "    'Vehicle_Reference': 1},\n",
39735         "   {'Age_Band_of_Casualty': 5,\n",
39736         "    'Bus_or_Coach_Passenger': 0,\n",
39737         "    'Car_Passenger': 0,\n",
39738         "    'Casualty_Class': 1,\n",
39739         "    'Casualty_Home_Area_Type': 1,\n",
39740         "    'Casualty_Reference': 1,\n",
39741         "    'Casualty_Severity': 3,\n",
39742         "    'Casualty_Type': 9,\n",
39743         "    'Pedestrian_Location': 0,\n",
39744         "    'Pedestrian_Movement': 0,\n",
39745         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
39746         "    'Sex_of_Casualty': 1,\n",
39747         "    'Vehicle_Reference': 2}],\n",
39748         "  'Date': '20/02/2012',\n",
39749         "  'Datetime': datetime.datetime(2012, 2, 20, 18, 7),\n",
39750         "  'Day_of_Week': 2,\n",
39751         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
39752         "  'Junction_Control': 4,\n",
39753         "  'Junction_Detail': 3,\n",
39754         "  'LSOA_of_Accident_Location': 'E01016846',\n",
39755         "  'Latitude': 52.031851,\n",
39756         "  'Light_Conditions': 4,\n",
39757         "  'Local_Authority_(District)': 479,\n",
39758         "  'Local_Authority_(Highway)': 'E06000042',\n",
39759         "  'Location_Easting_OSGR': 486950,\n",
39760         "  'Location_Northing_OSGR': 237810,\n",
39761         "  'Longitude': -0.733952,\n",
39762         "  'Number_of_Casualties': 2,\n",
39763         "  'Number_of_Vehicles': 2,\n",
39764         "  'Pedestrian_Crossing-Human_Control': 0,\n",
39765         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
39766         "  'Police_Force': 43,\n",
39767         "  'Road_Surface_Conditions': 1,\n",
39768         "  'Road_Type': 3,\n",
39769         "  'Special_Conditions_at_Site': 0,\n",
39770         "  'Speed_limit': 70,\n",
39771         "  'Time': '18:07',\n",
39772         "  'Urban_or_Rural_Area': 1,\n",
39773         "  'Vehicles': [{'1st_Point_of_Impact': 2,\n",
39774         "    'Age_Band_of_Driver': 8,\n",
39775         "    'Age_of_Vehicle': 12,\n",
39776         "    'Driver_Home_Area_Type': 1,\n",
39777         "    'Driver_IMD_Decile': 9,\n",
39778         "    'Engine_Capacity_(CC)': 1895,\n",
39779         "    'Hit_Object_in_Carriageway': 0,\n",
39780         "    'Hit_Object_off_Carriageway': 0,\n",
39781         "    'Journey_Purpose_of_Driver': 2,\n",
39782         "    'Junction_Location': 6,\n",
39783         "    'Propulsion_Code': 1,\n",
39784         "    'Sex_of_Driver': 2,\n",
39785         "    'Skidding_and_Overturning': 0,\n",
39786         "    'Towing_and_Articulation': 0,\n",
39787         "    'Vehicle_Leaving_Carriageway': 0,\n",
39788         "    'Vehicle_Location-Restricted_Lane': 0,\n",
39789         "    'Vehicle_Manoeuvre': 7,\n",
39790         "    'Vehicle_Reference': 1,\n",
39791         "    'Vehicle_Type': 9,\n",
39792         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
39793         "   {'1st_Point_of_Impact': 1,\n",
39794         "    'Age_Band_of_Driver': 5,\n",
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39796         "    'Driver_Home_Area_Type': 1,\n",
39797         "    'Driver_IMD_Decile': 8,\n",
39798         "    'Engine_Capacity_(CC)': 1390,\n",
39799         "    'Hit_Object_in_Carriageway': 0,\n",
39800         "    'Hit_Object_off_Carriageway': 0,\n",
39801         "    'Journey_Purpose_of_Driver': 2,\n",
39802         "    'Junction_Location': 8,\n",
39803         "    'Propulsion_Code': 1,\n",
39804         "    'Sex_of_Driver': 1,\n",
39805         "    'Skidding_and_Overturning': 0,\n",
39806         "    'Towing_and_Articulation': 0,\n",
39807         "    'Vehicle_Leaving_Carriageway': 0,\n",
39808         "    'Vehicle_Location-Restricted_Lane': 0,\n",
39809         "    'Vehicle_Manoeuvre': 13,\n",
39810         "    'Vehicle_Reference': 2,\n",
39811         "    'Vehicle_Type': 9,\n",
39812         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
39813         "  'Weather_Conditions': 1,\n",
39814         "  '_id': ObjectId('52a9c98292c4e16686d2b6b3'),\n",
39815         "  'loc': {'coordinates': [-0.733952, 52.031851], 'type': 'Point'}},\n",
39816         " {'1st_Road_Class': 4,\n",
39817         "  '1st_Road_Number': 4034,\n",
39818         "  '2nd_Road_Class': 6,\n",
39819         "  '2nd_Road_Number': 1069,\n",
39820         "  'Accident_Index': '201243S087042',\n",
39821         "  'Accident_Severity': 3,\n",
39822         "  'Carriageway_Hazards': 0,\n",
39823         "  'Casualties': [{'Age_Band_of_Casualty': 9,\n",
39824         "    'Bus_or_Coach_Passenger': 0,\n",
39825         "    'Car_Passenger': 0,\n",
39826         "    'Casualty_Class': 1,\n",
39827         "    'Casualty_Home_Area_Type': 1,\n",
39828         "    'Casualty_Reference': 3,\n",
39829         "    'Casualty_Severity': 3,\n",
39830         "    'Casualty_Type': 9,\n",
39831         "    'Pedestrian_Location': 0,\n",
39832         "    'Pedestrian_Movement': 0,\n",
39833         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
39834         "    'Sex_of_Casualty': 2,\n",
39835         "    'Vehicle_Reference': 1},\n",
39836         "   {'Age_Band_of_Casualty': 4,\n",
39837         "    'Bus_or_Coach_Passenger': 4,\n",
39838         "    'Car_Passenger': 0,\n",
39839         "    'Casualty_Class': 2,\n",
39840         "    'Casualty_Home_Area_Type': 1,\n",
39841         "    'Casualty_Reference': 1,\n",
39842         "    'Casualty_Severity': 3,\n",
39843         "    'Casualty_Type': 11,\n",
39844         "    'Pedestrian_Location': 0,\n",
39845         "    'Pedestrian_Movement': 0,\n",
39846         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
39847         "    'Sex_of_Casualty': 2,\n",
39848         "    'Vehicle_Reference': 2},\n",
39849         "   {'Age_Band_of_Casualty': 9,\n",
39850         "    'Bus_or_Coach_Passenger': 0,\n",
39851         "    'Car_Passenger': 0,\n",
39852         "    'Casualty_Class': 1,\n",
39853         "    'Casualty_Home_Area_Type': 1,\n",
39854         "    'Casualty_Reference': 2,\n",
39855         "    'Casualty_Severity': 3,\n",
39856         "    'Casualty_Type': 11,\n",
39857         "    'Pedestrian_Location': 0,\n",
39858         "    'Pedestrian_Movement': 0,\n",
39859         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
39860         "    'Sex_of_Casualty': 1,\n",
39861         "    'Vehicle_Reference': 2}],\n",
39862         "  'Date': '25/04/2012',\n",
39863         "  'Datetime': datetime.datetime(2012, 4, 25, 13, 0),\n",
39864         "  'Day_of_Week': 4,\n",
39865         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
39866         "  'Junction_Control': 4,\n",
39867         "  'Junction_Detail': 3,\n",
39868         "  'LSOA_of_Accident_Location': 'E01016846',\n",
39869         "  'Latitude': 52.031673,\n",
39870         "  'Light_Conditions': 1,\n",
39871         "  'Local_Authority_(District)': 479,\n",
39872         "  'Local_Authority_(Highway)': 'E06000042',\n",
39873         "  'Location_Easting_OSGR': 486940,\n",
39874         "  'Location_Northing_OSGR': 237790,\n",
39875         "  'Longitude': -0.734103,\n",
39876         "  'Number_of_Casualties': 3,\n",
39877         "  'Number_of_Vehicles': 2,\n",
39878         "  'Pedestrian_Crossing-Human_Control': 0,\n",
39879         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
39880         "  'Police_Force': 43,\n",
39881         "  'Road_Surface_Conditions': 2,\n",
39882         "  'Road_Type': 3,\n",
39883         "  'Special_Conditions_at_Site': 0,\n",
39884         "  'Speed_limit': 70,\n",
39885         "  'Time': '13:00',\n",
39886         "  'Urban_or_Rural_Area': 1,\n",
39887         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
39888         "    'Age_Band_of_Driver': 9,\n",
39889         "    'Age_of_Vehicle': 9,\n",
39890         "    'Driver_Home_Area_Type': 1,\n",
39891         "    'Driver_IMD_Decile': 1,\n",
39892         "    'Engine_Capacity_(CC)': 1343,\n",
39893         "    'Hit_Object_in_Carriageway': 0,\n",
39894         "    'Hit_Object_off_Carriageway': 1,\n",
39895         "    'Journey_Purpose_of_Driver': 1,\n",
39896         "    'Junction_Location': 8,\n",
39897         "    'Propulsion_Code': 1,\n",
39898         "    'Sex_of_Driver': 2,\n",
39899         "    'Skidding_and_Overturning': 0,\n",
39900         "    'Towing_and_Articulation': 0,\n",
39901         "    'Vehicle_Leaving_Carriageway': 0,\n",
39902         "    'Vehicle_Location-Restricted_Lane': 0,\n",
39903         "    'Vehicle_Manoeuvre': 9,\n",
39904         "    'Vehicle_Reference': 1,\n",
39905         "    'Vehicle_Type': 9,\n",
39906         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
39907         "   {'1st_Point_of_Impact': 1,\n",
39908         "    'Age_Band_of_Driver': 9,\n",
39909         "    'Age_of_Vehicle': 5,\n",
39910         "    'Driver_Home_Area_Type': 1,\n",
39911         "    'Driver_IMD_Decile': 6,\n",
39912         "    'Engine_Capacity_(CC)': 3900,\n",
39913         "    'Hit_Object_in_Carriageway': 0,\n",
39914         "    'Hit_Object_off_Carriageway': 0,\n",
39915         "    'Journey_Purpose_of_Driver': 1,\n",
39916         "    'Junction_Location': 1,\n",
39917         "    'Propulsion_Code': 2,\n",
39918         "    'Sex_of_Driver': 1,\n",
39919         "    'Skidding_and_Overturning': 0,\n",
39920         "    'Towing_and_Articulation': 0,\n",
39921         "    'Vehicle_Leaving_Carriageway': 0,\n",
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39925         "    'Vehicle_Type': 11,\n",
39926         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
39927         "  'Weather_Conditions': 2,\n",
39928         "  '_id': ObjectId('52a9c98292c4e16686d2b73d'),\n",
39929         "  'loc': {'coordinates': [-0.734103, 52.031673], 'type': 'Point'}},\n",
39930         " {'1st_Road_Class': 5,\n",
39931         "  '1st_Road_Number': 8007,\n",
39932         "  '2nd_Road_Class': 6,\n",
39933         "  '2nd_Road_Number': 1158,\n",
39934         "  'Accident_Index': '201243S024042',\n",
39935         "  'Accident_Severity': 1,\n",
39936         "  'Carriageway_Hazards': 0,\n",
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39948         "    'Sex_of_Casualty': 1,\n",
39949         "    'Vehicle_Reference': 2}],\n",
39950         "  'Date': '14/04/2012',\n",
39951         "  'Datetime': datetime.datetime(2012, 4, 14, 14, 22),\n",
39952         "  'Day_of_Week': 7,\n",
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39956         "  'LSOA_of_Accident_Location': 'E01016782',\n",
39957         "  'Latitude': 52.036262,\n",
39958         "  'Light_Conditions': 1,\n",
39959         "  'Local_Authority_(District)': 479,\n",
39960         "  'Local_Authority_(Highway)': 'E06000042',\n",
39961         "  'Location_Easting_OSGR': 487480,\n",
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39963         "  'Longitude': -0.726101,\n",
39964         "  'Number_of_Casualties': 1,\n",
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39970         "  'Road_Type': 6,\n",
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39972         "  'Speed_limit': 60,\n",
39973         "  'Time': '14:22',\n",
39974         "  'Urban_or_Rural_Area': 2,\n",
39975         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
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40000         "    'Engine_Capacity_(CC)': 644,\n",
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40003         "    'Journey_Purpose_of_Driver': 6,\n",
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40014         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
40015         "  'Weather_Conditions': 1,\n",
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40017         "  'loc': {'coordinates': [-0.726101, 52.036262], 'type': 'Point'}},\n",
40018         " {'1st_Road_Class': 5,\n",
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40020         "  '2nd_Road_Class': -1,\n",
40021         "  '2nd_Road_Number': 0,\n",
40022         "  'Accident_Index': '201243S115122',\n",
40023         "  'Accident_Severity': 3,\n",
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40036         "    'Sex_of_Casualty': 2,\n",
40037         "    'Vehicle_Reference': 1},\n",
40038         "   {'Age_Band_of_Casualty': 9,\n",
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40049         "    'Sex_of_Casualty': 2,\n",
40050         "    'Vehicle_Reference': 2},\n",
40051         "   {'Age_Band_of_Casualty': 7,\n",
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40062         "    'Sex_of_Casualty': 2,\n",
40063         "    'Vehicle_Reference': 3}],\n",
40064         "  'Date': '21/12/2012',\n",
40065         "  'Datetime': datetime.datetime(2012, 12, 21, 13, 28),\n",
40066         "  'Day_of_Week': 6,\n",
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40070         "  'LSOA_of_Accident_Location': 'E01016782',\n",
40071         "  'Latitude': 52.03627,\n",
40072         "  'Light_Conditions': 1,\n",
40073         "  'Local_Authority_(District)': 479,\n",
40074         "  'Local_Authority_(Highway)': 'E06000042',\n",
40075         "  'Location_Easting_OSGR': 487710,\n",
40076         "  'Location_Northing_OSGR': 238315,\n",
40077         "  'Longitude': -0.722747,\n",
40078         "  'Number_of_Casualties': 3,\n",
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40083         "  'Road_Surface_Conditions': 1,\n",
40084         "  'Road_Type': 6,\n",
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40087         "  'Time': '13:28',\n",
40088         "  'Urban_or_Rural_Area': 2,\n",
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40147         "    'Vehicle_Type': 9,\n",
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40149         "  'Weather_Conditions': 1,\n",
40150         "  '_id': ObjectId('52a9c98292c4e16686d2b7d4'),\n",
40151         "  'loc': {'coordinates': [-0.722747, 52.03627], 'type': 'Point'}},\n",
40152         " {'1st_Road_Class': 5,\n",
40153         "  '1st_Road_Number': 146,\n",
40154         "  '2nd_Road_Class': 5,\n",
40155         "  '2nd_Road_Number': 9010,\n",
40156         "  'Accident_Index': '201243S082022',\n",
40157         "  'Accident_Severity': 3,\n",
40158         "  'Carriageway_Hazards': 0,\n",
40159         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
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40170         "    'Sex_of_Casualty': 2,\n",
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40172         "   {'Age_Band_of_Casualty': 5,\n",
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40183         "    'Sex_of_Casualty': 2,\n",
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40185         "   {'Age_Band_of_Casualty': 5,\n",
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40192         "    'Casualty_Type': 9,\n",
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40196         "    'Sex_of_Casualty': 2,\n",
40197         "    'Vehicle_Reference': 2}],\n",
40198         "  'Date': '21/02/2012',\n",
40199         "  'Datetime': datetime.datetime(2012, 2, 21, 8, 50),\n",
40200         "  'Day_of_Week': 3,\n",
40201         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
40202         "  'Junction_Control': 4,\n",
40203         "  'Junction_Detail': 1,\n",
40204         "  'LSOA_of_Accident_Location': 'E01016768',\n",
40205         "  'Latitude': 52.047293,\n",
40206         "  'Light_Conditions': 1,\n",
40207         "  'Local_Authority_(District)': 479,\n",
40208         "  'Local_Authority_(Highway)': 'E06000042',\n",
40209         "  'Location_Easting_OSGR': 487640,\n",
40210         "  'Location_Northing_OSGR': 239540,\n",
40211         "  'Longitude': -0.723454,\n",
40212         "  'Number_of_Casualties': 3,\n",
40213         "  'Number_of_Vehicles': 3,\n",
40214         "  'Pedestrian_Crossing-Human_Control': 0,\n",
40215         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
40216         "  'Police_Force': 43,\n",
40217         "  'Road_Surface_Conditions': 1,\n",
40218         "  'Road_Type': 1,\n",
40219         "  'Special_Conditions_at_Site': 0,\n",
40220         "  'Speed_limit': 70,\n",
40221         "  'Time': '08:50',\n",
40222         "  'Urban_or_Rural_Area': 2,\n",
40223         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
40224         "    'Age_Band_of_Driver': 6,\n",
40225         "    'Age_of_Vehicle': 8,\n",
40226         "    'Driver_Home_Area_Type': 1,\n",
40227         "    'Driver_IMD_Decile': 2,\n",
40228         "    'Engine_Capacity_(CC)': 1086,\n",
40229         "    'Hit_Object_in_Carriageway': 0,\n",
40230         "    'Hit_Object_off_Carriageway': 0,\n",
40231         "    'Journey_Purpose_of_Driver': 2,\n",
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40233         "    'Propulsion_Code': 1,\n",
40234         "    'Sex_of_Driver': 2,\n",
40235         "    'Skidding_and_Overturning': 0,\n",
40236         "    'Towing_and_Articulation': 0,\n",
40237         "    'Vehicle_Leaving_Carriageway': 0,\n",
40238         "    'Vehicle_Location-Restricted_Lane': 0,\n",
40239         "    'Vehicle_Manoeuvre': 4,\n",
40240         "    'Vehicle_Reference': 1,\n",
40241         "    'Vehicle_Type': 9,\n",
40242         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
40243         "   {'1st_Point_of_Impact': 2,\n",
40244         "    'Age_Band_of_Driver': 5,\n",
40245         "    'Age_of_Vehicle': 10,\n",
40246         "    'Driver_Home_Area_Type': 1,\n",
40247         "    'Driver_IMD_Decile': 9,\n",
40248         "    'Engine_Capacity_(CC)': 1199,\n",
40249         "    'Hit_Object_in_Carriageway': 0,\n",
40250         "    'Hit_Object_off_Carriageway': 0,\n",
40251         "    'Journey_Purpose_of_Driver': 2,\n",
40252         "    'Junction_Location': 1,\n",
40253         "    'Propulsion_Code': 1,\n",
40254         "    'Sex_of_Driver': 2,\n",
40255         "    'Skidding_and_Overturning': 0,\n",
40256         "    'Towing_and_Articulation': 0,\n",
40257         "    'Vehicle_Leaving_Carriageway': 0,\n",
40258         "    'Vehicle_Location-Restricted_Lane': 0,\n",
40259         "    'Vehicle_Manoeuvre': 4,\n",
40260         "    'Vehicle_Reference': 2,\n",
40261         "    'Vehicle_Type': 9,\n",
40262         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
40263         "   {'1st_Point_of_Impact': 2,\n",
40264         "    'Age_Band_of_Driver': 9,\n",
40265         "    'Age_of_Vehicle': 6,\n",
40266         "    'Driver_Home_Area_Type': -1,\n",
40267         "    'Driver_IMD_Decile': -1,\n",
40268         "    'Engine_Capacity_(CC)': 1896,\n",
40269         "    'Hit_Object_in_Carriageway': 0,\n",
40270         "    'Hit_Object_off_Carriageway': 0,\n",
40271         "    'Journey_Purpose_of_Driver': 6,\n",
40272         "    'Junction_Location': 1,\n",
40273         "    'Propulsion_Code': 2,\n",
40274         "    'Sex_of_Driver': 1,\n",
40275         "    'Skidding_and_Overturning': 0,\n",
40276         "    'Towing_and_Articulation': 0,\n",
40277         "    'Vehicle_Leaving_Carriageway': 0,\n",
40278         "    'Vehicle_Location-Restricted_Lane': 0,\n",
40279         "    'Vehicle_Manoeuvre': 4,\n",
40280         "    'Vehicle_Reference': 3,\n",
40281         "    'Vehicle_Type': 9,\n",
40282         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
40283         "  'Weather_Conditions': 1,\n",
40284         "  '_id': ObjectId('52a9c98292c4e16686d2b726'),\n",
40285         "  'loc': {'coordinates': [-0.723454, 52.047293], 'type': 'Point'}},\n",
40286         " {'1st_Road_Class': 5,\n",
40287         "  '1st_Road_Number': 146,\n",
40288         "  '2nd_Road_Class': 6,\n",
40289         "  '2nd_Road_Number': 1158,\n",
40290         "  'Accident_Index': '201243S106112',\n",
40291         "  'Accident_Severity': 3,\n",
40292         "  'Carriageway_Hazards': 0,\n",
40293         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
40294         "    'Bus_or_Coach_Passenger': 0,\n",
40295         "    'Car_Passenger': 0,\n",
40296         "    'Casualty_Class': 1,\n",
40297         "    'Casualty_Home_Area_Type': 1,\n",
40298         "    'Casualty_Reference': 1,\n",
40299         "    'Casualty_Severity': 3,\n",
40300         "    'Casualty_Type': 9,\n",
40301         "    'Pedestrian_Location': 0,\n",
40302         "    'Pedestrian_Movement': 0,\n",
40303         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
40304         "    'Sex_of_Casualty': 1,\n",
40305         "    'Vehicle_Reference': 2},\n",
40306         "   {'Age_Band_of_Casualty': 7,\n",
40307         "    'Bus_or_Coach_Passenger': 0,\n",
40308         "    'Car_Passenger': 1,\n",
40309         "    'Casualty_Class': 2,\n",
40310         "    'Casualty_Home_Area_Type': 1,\n",
40311         "    'Casualty_Reference': 2,\n",
40312         "    'Casualty_Severity': 3,\n",
40313         "    'Casualty_Type': 9,\n",
40314         "    'Pedestrian_Location': 0,\n",
40315         "    'Pedestrian_Movement': 0,\n",
40316         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
40317         "    'Sex_of_Casualty': 2,\n",
40318         "    'Vehicle_Reference': 2}],\n",
40319         "  'Date': '25/11/2012',\n",
40320         "  'Datetime': datetime.datetime(2012, 11, 25, 18, 35),\n",
40321         "  'Day_of_Week': 1,\n",
40322         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
40323         "  'Junction_Control': 4,\n",
40324         "  'Junction_Detail': 1,\n",
40325         "  'LSOA_of_Accident_Location': 'E01016731',\n",
40326         "  'Latitude': 52.043148,\n",
40327         "  'Light_Conditions': 4,\n",
40328         "  'Local_Authority_(District)': 479,\n",
40329         "  'Local_Authority_(Highway)': 'E06000042',\n",
40330         "  'Location_Easting_OSGR': 486560,\n",
40331         "  'Location_Northing_OSGR': 239060,\n",
40332         "  'Longitude': -0.73932,\n",
40333         "  'Number_of_Casualties': 2,\n",
40334         "  'Number_of_Vehicles': 2,\n",
40335         "  'Pedestrian_Crossing-Human_Control': 0,\n",
40336         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
40337         "  'Police_Force': 43,\n",
40338         "  'Road_Surface_Conditions': 2,\n",
40339         "  'Road_Type': 1,\n",
40340         "  'Special_Conditions_at_Site': 0,\n",
40341         "  'Speed_limit': 70,\n",
40342         "  'Time': '18:35',\n",
40343         "  'Urban_or_Rural_Area': 1,\n",
40344         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
40345         "    'Age_Band_of_Driver': 9,\n",
40346         "    'Age_of_Vehicle': -1,\n",
40347         "    'Driver_Home_Area_Type': -1,\n",
40348         "    'Driver_IMD_Decile': -1,\n",
40349         "    'Engine_Capacity_(CC)': -1,\n",
40350         "    'Hit_Object_in_Carriageway': 0,\n",
40351         "    'Hit_Object_off_Carriageway': 0,\n",
40352         "    'Journey_Purpose_of_Driver': 6,\n",
40353         "    'Junction_Location': 4,\n",
40354         "    'Propulsion_Code': -1,\n",
40355         "    'Sex_of_Driver': 1,\n",
40356         "    'Skidding_and_Overturning': 0,\n",
40357         "    'Towing_and_Articulation': 0,\n",
40358         "    'Vehicle_Leaving_Carriageway': 0,\n",
40359         "    'Vehicle_Location-Restricted_Lane': 0,\n",
40360         "    'Vehicle_Manoeuvre': 5,\n",
40361         "    'Vehicle_Reference': 1,\n",
40362         "    'Vehicle_Type': 9,\n",
40363         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
40364         "   {'1st_Point_of_Impact': 4,\n",
40365         "    'Age_Band_of_Driver': 7,\n",
40366         "    'Age_of_Vehicle': 6,\n",
40367         "    'Driver_Home_Area_Type': 1,\n",
40368         "    'Driver_IMD_Decile': 10,\n",
40369         "    'Engine_Capacity_(CC)': 1991,\n",
40370         "    'Hit_Object_in_Carriageway': 0,\n",
40371         "    'Hit_Object_off_Carriageway': 0,\n",
40372         "    'Journey_Purpose_of_Driver': 6,\n",
40373         "    'Junction_Location': 8,\n",
40374         "    'Propulsion_Code': 2,\n",
40375         "    'Sex_of_Driver': 1,\n",
40376         "    'Skidding_and_Overturning': 0,\n",
40377         "    'Towing_and_Articulation': 0,\n",
40378         "    'Vehicle_Leaving_Carriageway': 0,\n",
40379         "    'Vehicle_Location-Restricted_Lane': 0,\n",
40380         "    'Vehicle_Manoeuvre': 9,\n",
40381         "    'Vehicle_Reference': 2,\n",
40382         "    'Vehicle_Type': 9,\n",
40383         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
40384         "  'Weather_Conditions': 2,\n",
40385         "  '_id': ObjectId('52a9c98292c4e16686d2b7a1'),\n",
40386         "  'loc': {'coordinates': [-0.73932, 52.043148], 'type': 'Point'}},\n",
40387         " {'1st_Road_Class': 4,\n",
40388         "  '1st_Road_Number': 4034,\n",
40389         "  '2nd_Road_Class': 5,\n",
40390         "  '2nd_Road_Number': 146,\n",
40391         "  'Accident_Index': '201243S116042',\n",
40392         "  'Accident_Severity': 3,\n",
40393         "  'Carriageway_Hazards': 0,\n",
40394         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
40395         "    'Bus_or_Coach_Passenger': 0,\n",
40396         "    'Car_Passenger': 0,\n",
40397         "    'Casualty_Class': 1,\n",
40398         "    'Casualty_Home_Area_Type': 1,\n",
40399         "    'Casualty_Reference': 1,\n",
40400         "    'Casualty_Severity': 3,\n",
40401         "    'Casualty_Type': 9,\n",
40402         "    'Pedestrian_Location': 0,\n",
40403         "    'Pedestrian_Movement': 0,\n",
40404         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
40405         "    'Sex_of_Casualty': 2,\n",
40406         "    'Vehicle_Reference': 2},\n",
40407         "   {'Age_Band_of_Casualty': 4,\n",
40408         "    'Bus_or_Coach_Passenger': 0,\n",
40409         "    'Car_Passenger': 1,\n",
40410         "    'Casualty_Class': 2,\n",
40411         "    'Casualty_Home_Area_Type': -1,\n",
40412         "    'Casualty_Reference': 2,\n",
40413         "    'Casualty_Severity': 3,\n",
40414         "    'Casualty_Type': 9,\n",
40415         "    'Pedestrian_Location': 0,\n",
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40417         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
40418         "    'Sex_of_Casualty': 2,\n",
40419         "    'Vehicle_Reference': 2}],\n",
40420         "  'Date': '27/04/2012',\n",
40421         "  'Datetime': datetime.datetime(2012, 4, 27, 8, 45),\n",
40422         "  'Day_of_Week': 6,\n",
40423         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
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40425         "  'Junction_Detail': 1,\n",
40426         "  'LSOA_of_Accident_Location': 'E01016729',\n",
40427         "  'Latitude': 52.041313,\n",
40428         "  'Light_Conditions': 1,\n",
40429         "  'Local_Authority_(District)': 479,\n",
40430         "  'Local_Authority_(Highway)': 'E06000042',\n",
40431         "  'Location_Easting_OSGR': 486220,\n",
40432         "  'Location_Northing_OSGR': 238850,\n",
40433         "  'Longitude': -0.744329,\n",
40434         "  'Number_of_Casualties': 2,\n",
40435         "  'Number_of_Vehicles': 2,\n",
40436         "  'Pedestrian_Crossing-Human_Control': 0,\n",
40437         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
40438         "  'Police_Force': 43,\n",
40439         "  'Road_Surface_Conditions': 1,\n",
40440         "  'Road_Type': 3,\n",
40441         "  'Special_Conditions_at_Site': 0,\n",
40442         "  'Speed_limit': 70,\n",
40443         "  'Time': '08:45',\n",
40444         "  'Urban_or_Rural_Area': 1,\n",
40445         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
40446         "    'Age_Band_of_Driver': -1,\n",
40447         "    'Age_of_Vehicle': 2,\n",
40448         "    'Driver_Home_Area_Type': 3,\n",
40449         "    'Driver_IMD_Decile': 8,\n",
40450         "    'Engine_Capacity_(CC)': 1560,\n",
40451         "    'Hit_Object_in_Carriageway': 0,\n",
40452         "    'Hit_Object_off_Carriageway': 0,\n",
40453         "    'Journey_Purpose_of_Driver': 1,\n",
40454         "    'Junction_Location': 1,\n",
40455         "    'Propulsion_Code': 2,\n",
40456         "    'Sex_of_Driver': 2,\n",
40457         "    'Skidding_and_Overturning': 0,\n",
40458         "    'Towing_and_Articulation': 0,\n",
40459         "    'Vehicle_Leaving_Carriageway': 0,\n",
40460         "    'Vehicle_Location-Restricted_Lane': 0,\n",
40461         "    'Vehicle_Manoeuvre': 18,\n",
40462         "    'Vehicle_Reference': 1,\n",
40463         "    'Vehicle_Type': 9,\n",
40464         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
40465         "   {'1st_Point_of_Impact': 2,\n",
40466         "    'Age_Band_of_Driver': 5,\n",
40467         "    'Age_of_Vehicle': 4,\n",
40468         "    'Driver_Home_Area_Type': 1,\n",
40469         "    'Driver_IMD_Decile': 10,\n",
40470         "    'Engine_Capacity_(CC)': 1397,\n",
40471         "    'Hit_Object_in_Carriageway': 0,\n",
40472         "    'Hit_Object_off_Carriageway': 0,\n",
40473         "    'Journey_Purpose_of_Driver': 1,\n",
40474         "    'Junction_Location': 1,\n",
40475         "    'Propulsion_Code': 1,\n",
40476         "    'Sex_of_Driver': 2,\n",
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40478         "    'Towing_and_Articulation': 0,\n",
40479         "    'Vehicle_Leaving_Carriageway': 0,\n",
40480         "    'Vehicle_Location-Restricted_Lane': 0,\n",
40481         "    'Vehicle_Manoeuvre': 3,\n",
40482         "    'Vehicle_Reference': 2,\n",
40483         "    'Vehicle_Type': 9,\n",
40484         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
40485         "  'Weather_Conditions': 1,\n",
40486         "  '_id': ObjectId('52a9c98292c4e16686d2b7d6'),\n",
40487         "  'loc': {'coordinates': [-0.744329, 52.041313], 'type': 'Point'}},\n",
40488         " {'1st_Road_Class': 4,\n",
40489         "  '1st_Road_Number': 4034,\n",
40490         "  '2nd_Road_Class': 5,\n",
40491         "  '2nd_Road_Number': 146,\n",
40492         "  'Accident_Index': '201243S110072',\n",
40493         "  'Accident_Severity': 3,\n",
40494         "  'Carriageway_Hazards': 0,\n",
40495         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
40496         "    'Bus_or_Coach_Passenger': 0,\n",
40497         "    'Car_Passenger': 0,\n",
40498         "    'Casualty_Class': 1,\n",
40499         "    'Casualty_Home_Area_Type': -1,\n",
40500         "    'Casualty_Reference': 1,\n",
40501         "    'Casualty_Severity': 3,\n",
40502         "    'Casualty_Type': 9,\n",
40503         "    'Pedestrian_Location': 0,\n",
40504         "    'Pedestrian_Movement': 0,\n",
40505         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
40506         "    'Sex_of_Casualty': 2,\n",
40507         "    'Vehicle_Reference': 2}],\n",
40508         "  'Date': '26/07/2012',\n",
40509         "  'Datetime': datetime.datetime(2012, 7, 26, 15, 13),\n",
40510         "  'Day_of_Week': 5,\n",
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40512         "  'Junction_Control': 4,\n",
40513         "  'Junction_Detail': 1,\n",
40514         "  'LSOA_of_Accident_Location': 'E01016768',\n",
40515         "  'Latitude': 52.041854,\n",
40516         "  'Light_Conditions': 1,\n",
40517         "  'Local_Authority_(District)': 479,\n",
40518         "  'Local_Authority_(Highway)': 'E06000042',\n",
40519         "  'Location_Easting_OSGR': 486210,\n",
40520         "  'Location_Northing_OSGR': 238910,\n",
40521         "  'Longitude': -0.744459,\n",
40522         "  'Number_of_Casualties': 1,\n",
40523         "  'Number_of_Vehicles': 2,\n",
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40525         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
40526         "  'Police_Force': 43,\n",
40527         "  'Road_Surface_Conditions': 1,\n",
40528         "  'Road_Type': 3,\n",
40529         "  'Special_Conditions_at_Site': 0,\n",
40530         "  'Speed_limit': 70,\n",
40531         "  'Time': '15:13',\n",
40532         "  'Urban_or_Rural_Area': 2,\n",
40533         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
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40540         "    'Hit_Object_off_Carriageway': 0,\n",
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40542         "    'Junction_Location': 8,\n",
40543         "    'Propulsion_Code': 1,\n",
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40546         "    'Towing_and_Articulation': 0,\n",
40547         "    'Vehicle_Leaving_Carriageway': 0,\n",
40548         "    'Vehicle_Location-Restricted_Lane': 0,\n",
40549         "    'Vehicle_Manoeuvre': 12,\n",
40550         "    'Vehicle_Reference': 1,\n",
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40552         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
40553         "   {'1st_Point_of_Impact': 4,\n",
40554         "    'Age_Band_of_Driver': 4,\n",
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40558         "    'Engine_Capacity_(CC)': 1108,\n",
40559         "    'Hit_Object_in_Carriageway': 0,\n",
40560         "    'Hit_Object_off_Carriageway': 0,\n",
40561         "    'Journey_Purpose_of_Driver': 6,\n",
40562         "    'Junction_Location': 8,\n",
40563         "    'Propulsion_Code': 1,\n",
40564         "    'Sex_of_Driver': 2,\n",
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40566         "    'Towing_and_Articulation': 0,\n",
40567         "    'Vehicle_Leaving_Carriageway': 0,\n",
40568         "    'Vehicle_Location-Restricted_Lane': 0,\n",
40569         "    'Vehicle_Manoeuvre': 7,\n",
40570         "    'Vehicle_Reference': 2,\n",
40571         "    'Vehicle_Type': 9,\n",
40572         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
40573         "  'Weather_Conditions': 1,\n",
40574         "  '_id': ObjectId('52a9c98292c4e16686d2b7b4'),\n",
40575         "  'loc': {'coordinates': [-0.744459, 52.041854], 'type': 'Point'}},\n",
40576         " {'1st_Road_Class': 6,\n",
40577         "  '1st_Road_Number': 8206,\n",
40578         "  '2nd_Road_Class': 6,\n",
40579         "  '2nd_Road_Number': 1158,\n",
40580         "  'Accident_Index': '201243S011112',\n",
40581         "  'Accident_Severity': 3,\n",
40582         "  'Carriageway_Hazards': 0,\n",
40583         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
40584         "    'Bus_or_Coach_Passenger': 0,\n",
40585         "    'Car_Passenger': 0,\n",
40586         "    'Casualty_Class': 3,\n",
40587         "    'Casualty_Home_Area_Type': 1,\n",
40588         "    'Casualty_Reference': 1,\n",
40589         "    'Casualty_Severity': 3,\n",
40590         "    'Casualty_Type': 0,\n",
40591         "    'Pedestrian_Location': 9,\n",
40592         "    'Pedestrian_Movement': 5,\n",
40593         "    'Pedestrian_Road_Maintenance_Worker': 2,\n",
40594         "    'Sex_of_Casualty': 1,\n",
40595         "    'Vehicle_Reference': 1}],\n",
40596         "  'Date': '04/11/2012',\n",
40597         "  'Datetime': datetime.datetime(2012, 11, 4, 21, 0),\n",
40598         "  'Day_of_Week': 1,\n",
40599         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
40600         "  'Junction_Control': 4,\n",
40601         "  'Junction_Detail': 1,\n",
40602         "  'LSOA_of_Accident_Location': 'E01016768',\n",
40603         "  'Latitude': 52.045331,\n",
40604         "  'Light_Conditions': 4,\n",
40605         "  'Local_Authority_(District)': 479,\n",
40606         "  'Local_Authority_(Highway)': 'E06000042',\n",
40607         "  'Location_Easting_OSGR': 486390,\n",
40608         "  'Location_Northing_OSGR': 239300,\n",
40609         "  'Longitude': -0.741737,\n",
40610         "  'Number_of_Casualties': 1,\n",
40611         "  'Number_of_Vehicles': 1,\n",
40612         "  'Pedestrian_Crossing-Human_Control': 0,\n",
40613         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
40614         "  'Police_Force': 43,\n",
40615         "  'Road_Surface_Conditions': 2,\n",
40616         "  'Road_Type': 1,\n",
40617         "  'Special_Conditions_at_Site': 0,\n",
40618         "  'Speed_limit': 30,\n",
40619         "  'Time': '21:00',\n",
40620         "  'Urban_or_Rural_Area': 2,\n",
40621         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
40622         "    'Age_Band_of_Driver': -1,\n",
40623         "    'Age_of_Vehicle': -1,\n",
40624         "    'Driver_Home_Area_Type': -1,\n",
40625         "    'Driver_IMD_Decile': -1,\n",
40626         "    'Engine_Capacity_(CC)': -1,\n",
40627         "    'Hit_Object_in_Carriageway': 0,\n",
40628         "    'Hit_Object_off_Carriageway': 0,\n",
40629         "    'Journey_Purpose_of_Driver': 6,\n",
40630         "    'Junction_Location': 4,\n",
40631         "    'Propulsion_Code': -1,\n",
40632         "    'Sex_of_Driver': 3,\n",
40633         "    'Skidding_and_Overturning': 0,\n",
40634         "    'Towing_and_Articulation': 0,\n",
40635         "    'Vehicle_Leaving_Carriageway': 0,\n",
40636         "    'Vehicle_Location-Restricted_Lane': 0,\n",
40637         "    'Vehicle_Manoeuvre': 18,\n",
40638         "    'Vehicle_Reference': 1,\n",
40639         "    'Vehicle_Type': 9,\n",
40640         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
40641         "  'Weather_Conditions': 2,\n",
40642         "  '_id': ObjectId('52a9c98292c4e16686d2b5de'),\n",
40643         "  'loc': {'coordinates': [-0.741737, 52.045331], 'type': 'Point'}},\n",
40644         " {'1st_Road_Class': 4,\n",
40645         "  '1st_Road_Number': 4034,\n",
40646         "  '2nd_Road_Class': 5,\n",
40647         "  '2nd_Road_Number': 146,\n",
40648         "  'Accident_Index': '201243S050112',\n",
40649         "  'Accident_Severity': 3,\n",
40650         "  'Carriageway_Hazards': 0,\n",
40651         "  'Casualties': [{'Age_Band_of_Casualty': 9,\n",
40652         "    'Bus_or_Coach_Passenger': 0,\n",
40653         "    'Car_Passenger': 0,\n",
40654         "    'Casualty_Class': 1,\n",
40655         "    'Casualty_Home_Area_Type': 2,\n",
40656         "    'Casualty_Reference': 1,\n",
40657         "    'Casualty_Severity': 3,\n",
40658         "    'Casualty_Type': 9,\n",
40659         "    'Pedestrian_Location': 0,\n",
40660         "    'Pedestrian_Movement': 0,\n",
40661         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
40662         "    'Sex_of_Casualty': 2,\n",
40663         "    'Vehicle_Reference': 2}],\n",
40664         "  'Date': '13/11/2012',\n",
40665         "  'Datetime': datetime.datetime(2012, 11, 13, 8, 55),\n",
40666         "  'Day_of_Week': 3,\n",
40667         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
40668         "  'Junction_Control': 4,\n",
40669         "  'Junction_Detail': 1,\n",
40670         "  'LSOA_of_Accident_Location': 'E01016768',\n",
40671         "  'Latitude': 52.041857,\n",
40672         "  'Light_Conditions': 1,\n",
40673         "  'Local_Authority_(District)': 479,\n",
40674         "  'Local_Authority_(Highway)': 'E06000042',\n",
40675         "  'Location_Easting_OSGR': 486190,\n",
40676         "  'Location_Northing_OSGR': 238910,\n",
40677         "  'Longitude': -0.744751,\n",
40678         "  'Number_of_Casualties': 1,\n",
40679         "  'Number_of_Vehicles': 2,\n",
40680         "  'Pedestrian_Crossing-Human_Control': 0,\n",
40681         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
40682         "  'Police_Force': 43,\n",
40683         "  'Road_Surface_Conditions': 2,\n",
40684         "  'Road_Type': 3,\n",
40685         "  'Special_Conditions_at_Site': 0,\n",
40686         "  'Speed_limit': 70,\n",
40687         "  'Time': '08:55',\n",
40688         "  'Urban_or_Rural_Area': 2,\n",
40689         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
40690         "    'Age_Band_of_Driver': 5,\n",
40691         "    'Age_of_Vehicle': 13,\n",
40692         "    'Driver_Home_Area_Type': 3,\n",
40693         "    'Driver_IMD_Decile': 8,\n",
40694         "    'Engine_Capacity_(CC)': 1595,\n",
40695         "    'Hit_Object_in_Carriageway': 0,\n",
40696         "    'Hit_Object_off_Carriageway': 0,\n",
40697         "    'Journey_Purpose_of_Driver': 1,\n",
40698         "    'Junction_Location': 1,\n",
40699         "    'Propulsion_Code': 1,\n",
40700         "    'Sex_of_Driver': 1,\n",
40701         "    'Skidding_and_Overturning': 0,\n",
40702         "    'Towing_and_Articulation': 0,\n",
40703         "    'Vehicle_Leaving_Carriageway': 0,\n",
40704         "    'Vehicle_Location-Restricted_Lane': 0,\n",
40705         "    'Vehicle_Manoeuvre': 5,\n",
40706         "    'Vehicle_Reference': 1,\n",
40707         "    'Vehicle_Type': 9,\n",
40708         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
40709         "   {'1st_Point_of_Impact': 2,\n",
40710         "    'Age_Band_of_Driver': 9,\n",
40711         "    'Age_of_Vehicle': 8,\n",
40712         "    'Driver_Home_Area_Type': 2,\n",
40713         "    'Driver_IMD_Decile': 10,\n",
40714         "    'Engine_Capacity_(CC)': 998,\n",
40715         "    'Hit_Object_in_Carriageway': 0,\n",
40716         "    'Hit_Object_off_Carriageway': 0,\n",
40717         "    'Journey_Purpose_of_Driver': 1,\n",
40718         "    'Junction_Location': 1,\n",
40719         "    'Propulsion_Code': 1,\n",
40720         "    'Sex_of_Driver': 2,\n",
40721         "    'Skidding_and_Overturning': 0,\n",
40722         "    'Towing_and_Articulation': 0,\n",
40723         "    'Vehicle_Leaving_Carriageway': 0,\n",
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40725         "    'Vehicle_Manoeuvre': 3,\n",
40726         "    'Vehicle_Reference': 2,\n",
40727         "    'Vehicle_Type': 9,\n",
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40729         "  'Weather_Conditions': 1,\n",
40730         "  '_id': ObjectId('52a9c98292c4e16686d2b68e'),\n",
40731         "  'loc': {'coordinates': [-0.744751, 52.041857], 'type': 'Point'}},\n",
40732         " {'1st_Road_Class': 6,\n",
40733         "  '1st_Road_Number': 1145,\n",
40734         "  '2nd_Road_Class': 6,\n",
40735         "  '2nd_Road_Number': 1145,\n",
40736         "  'Accident_Index': '201243S095042',\n",
40737         "  'Accident_Severity': 3,\n",
40738         "  'Carriageway_Hazards': 0,\n",
40739         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
40740         "    'Bus_or_Coach_Passenger': 0,\n",
40741         "    'Car_Passenger': 0,\n",
40742         "    'Casualty_Class': 1,\n",
40743         "    'Casualty_Home_Area_Type': 1,\n",
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40745         "    'Casualty_Severity': 3,\n",
40746         "    'Casualty_Type': 3,\n",
40747         "    'Pedestrian_Location': 0,\n",
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40749         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
40750         "    'Sex_of_Casualty': 1,\n",
40751         "    'Vehicle_Reference': 1}],\n",
40752         "  'Date': '26/04/2012',\n",
40753         "  'Datetime': datetime.datetime(2012, 4, 26, 8, 20),\n",
40754         "  'Day_of_Week': 5,\n",
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40756         "  'Junction_Control': 4,\n",
40757         "  'Junction_Detail': 1,\n",
40758         "  'LSOA_of_Accident_Location': 'E01016773',\n",
40759         "  'Latitude': 52.055416,\n",
40760         "  'Light_Conditions': 1,\n",
40761         "  'Local_Authority_(District)': 479,\n",
40762         "  'Local_Authority_(Highway)': 'E06000042',\n",
40763         "  'Location_Easting_OSGR': 486280,\n",
40764         "  'Location_Northing_OSGR': 240420,\n",
40765         "  'Longitude': -0.743058,\n",
40766         "  'Number_of_Casualties': 1,\n",
40767         "  'Number_of_Vehicles': 2,\n",
40768         "  'Pedestrian_Crossing-Human_Control': 0,\n",
40769         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
40770         "  'Police_Force': 43,\n",
40771         "  'Road_Surface_Conditions': 2,\n",
40772         "  'Road_Type': 6,\n",
40773         "  'Special_Conditions_at_Site': 0,\n",
40774         "  'Speed_limit': 30,\n",
40775         "  'Time': '08:20',\n",
40776         "  'Urban_or_Rural_Area': 1,\n",
40777         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
40778         "    'Age_Band_of_Driver': 4,\n",
40779         "    'Age_of_Vehicle': 26,\n",
40780         "    'Driver_Home_Area_Type': 1,\n",
40781         "    'Driver_IMD_Decile': 5,\n",
40782         "    'Engine_Capacity_(CC)': 124,\n",
40783         "    'Hit_Object_in_Carriageway': 0,\n",
40784         "    'Hit_Object_off_Carriageway': 0,\n",
40785         "    'Journey_Purpose_of_Driver': 2,\n",
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40788         "    'Sex_of_Driver': 1,\n",
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40790         "    'Towing_and_Articulation': 0,\n",
40791         "    'Vehicle_Leaving_Carriageway': 0,\n",
40792         "    'Vehicle_Location-Restricted_Lane': 0,\n",
40793         "    'Vehicle_Manoeuvre': 18,\n",
40794         "    'Vehicle_Reference': 1,\n",
40795         "    'Vehicle_Type': 3,\n",
40796         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
40797         "   {'1st_Point_of_Impact': 4,\n",
40798         "    'Age_Band_of_Driver': 6,\n",
40799         "    'Age_of_Vehicle': 7,\n",
40800         "    'Driver_Home_Area_Type': 1,\n",
40801         "    'Driver_IMD_Decile': 10,\n",
40802         "    'Engine_Capacity_(CC)': 1590,\n",
40803         "    'Hit_Object_in_Carriageway': 0,\n",
40804         "    'Hit_Object_off_Carriageway': 0,\n",
40805         "    'Journey_Purpose_of_Driver': 6,\n",
40806         "    'Junction_Location': 8,\n",
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40811         "    'Vehicle_Leaving_Carriageway': 0,\n",
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40815         "    'Vehicle_Type': 9,\n",
40816         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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40819         "  'loc': {'coordinates': [-0.743058, 52.055416], 'type': 'Point'}},\n",
40820         " {'1st_Road_Class': 6,\n",
40821         "  '1st_Road_Number': 1145,\n",
40822         "  '2nd_Road_Class': 6,\n",
40823         "  '2nd_Road_Number': 1145,\n",
40824         "  'Accident_Index': '201243S083102',\n",
40825         "  'Accident_Severity': 3,\n",
40826         "  'Carriageway_Hazards': 0,\n",
40827         "  'Casualties': [{'Age_Band_of_Casualty': 9,\n",
40828         "    'Bus_or_Coach_Passenger': 0,\n",
40829         "    'Car_Passenger': 0,\n",
40830         "    'Casualty_Class': 1,\n",
40831         "    'Casualty_Home_Area_Type': 1,\n",
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40834         "    'Casualty_Type': 9,\n",
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40837         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
40838         "    'Sex_of_Casualty': 1,\n",
40839         "    'Vehicle_Reference': 2}],\n",
40840         "  'Date': '19/10/2012',\n",
40841         "  'Datetime': datetime.datetime(2012, 10, 19, 13, 0),\n",
40842         "  'Day_of_Week': 6,\n",
40843         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
40844         "  'Junction_Control': 4,\n",
40845         "  'Junction_Detail': 3,\n",
40846         "  'LSOA_of_Accident_Location': 'E01016772',\n",
40847         "  'Latitude': 52.055978,\n",
40848         "  'Light_Conditions': 1,\n",
40849         "  'Local_Authority_(District)': 479,\n",
40850         "  'Local_Authority_(Highway)': 'E06000042',\n",
40851         "  'Location_Easting_OSGR': 486130,\n",
40852         "  'Location_Northing_OSGR': 240480,\n",
40853         "  'Longitude': -0.74523,\n",
40854         "  'Number_of_Casualties': 1,\n",
40855         "  'Number_of_Vehicles': 2,\n",
40856         "  'Pedestrian_Crossing-Human_Control': 0,\n",
40857         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
40858         "  'Police_Force': 43,\n",
40859         "  'Road_Surface_Conditions': 1,\n",
40860         "  'Road_Type': 6,\n",
40861         "  'Special_Conditions_at_Site': 0,\n",
40862         "  'Speed_limit': 30,\n",
40863         "  'Time': '13:00',\n",
40864         "  'Urban_or_Rural_Area': 1,\n",
40865         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
40866         "    'Age_Band_of_Driver': 6,\n",
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40868         "    'Driver_Home_Area_Type': 1,\n",
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40871         "    'Hit_Object_in_Carriageway': 0,\n",
40872         "    'Hit_Object_off_Carriageway': 0,\n",
40873         "    'Journey_Purpose_of_Driver': 6,\n",
40874         "    'Junction_Location': 6,\n",
40875         "    'Propulsion_Code': 1,\n",
40876         "    'Sex_of_Driver': 2,\n",
40877         "    'Skidding_and_Overturning': 0,\n",
40878         "    'Towing_and_Articulation': 0,\n",
40879         "    'Vehicle_Leaving_Carriageway': 0,\n",
40880         "    'Vehicle_Location-Restricted_Lane': 0,\n",
40881         "    'Vehicle_Manoeuvre': 7,\n",
40882         "    'Vehicle_Reference': 1,\n",
40883         "    'Vehicle_Type': 9,\n",
40884         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
40885         "   {'1st_Point_of_Impact': 4,\n",
40886         "    'Age_Band_of_Driver': 9,\n",
40887         "    'Age_of_Vehicle': 7,\n",
40888         "    'Driver_Home_Area_Type': 1,\n",
40889         "    'Driver_IMD_Decile': 5,\n",
40890         "    'Engine_Capacity_(CC)': 1360,\n",
40891         "    'Hit_Object_in_Carriageway': 0,\n",
40892         "    'Hit_Object_off_Carriageway': 0,\n",
40893         "    'Journey_Purpose_of_Driver': 6,\n",
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40896         "    'Sex_of_Driver': 1,\n",
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40902         "    'Vehicle_Reference': 2,\n",
40903         "    'Vehicle_Type': 9,\n",
40904         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
40905         "  'Weather_Conditions': 1,\n",
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40908         " {'1st_Road_Class': 5,\n",
40909         "  '1st_Road_Number': 144,\n",
40910         "  '2nd_Road_Class': 5,\n",
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40912         "  'Accident_Index': '201243S011022',\n",
40913         "  'Accident_Severity': 3,\n",
40914         "  'Carriageway_Hazards': 2,\n",
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40916         "    'Bus_or_Coach_Passenger': 0,\n",
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40922         "    'Casualty_Type': 0,\n",
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40925         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
40926         "    'Sex_of_Casualty': 1,\n",
40927         "    'Vehicle_Reference': 2}],\n",
40928         "  'Date': '05/02/2012',\n",
40929         "  'Datetime': datetime.datetime(2012, 2, 5, 1, 40),\n",
40930         "  'Day_of_Week': 1,\n",
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40934         "  'LSOA_of_Accident_Location': 'E01016766',\n",
40935         "  'Latitude': 52.058675,\n",
40936         "  'Light_Conditions': 4,\n",
40937         "  'Local_Authority_(District)': 479,\n",
40938         "  'Local_Authority_(Highway)': 'E06000042',\n",
40939         "  'Location_Easting_OSGR': 486130,\n",
40940         "  'Location_Northing_OSGR': 240780,\n",
40941         "  'Longitude': -0.745155,\n",
40942         "  'Number_of_Casualties': 1,\n",
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40945         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
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40947         "  'Road_Surface_Conditions': 3,\n",
40948         "  'Road_Type': 1,\n",
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40950         "  'Speed_limit': 60,\n",
40951         "  'Time': '01:40',\n",
40952         "  'Urban_or_Rural_Area': 1,\n",
40953         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
40954         "    'Age_Band_of_Driver': 7,\n",
40955         "    'Age_of_Vehicle': 12,\n",
40956         "    'Driver_Home_Area_Type': 1,\n",
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40958         "    'Engine_Capacity_(CC)': 2700,\n",
40959         "    'Hit_Object_in_Carriageway': 4,\n",
40960         "    'Hit_Object_off_Carriageway': 0,\n",
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40963         "    'Propulsion_Code': 2,\n",
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40973         "   {'1st_Point_of_Impact': 4,\n",
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40981         "    'Journey_Purpose_of_Driver': 6,\n",
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40984         "    'Sex_of_Driver': 1,\n",
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40986         "    'Towing_and_Articulation': 0,\n",
40987         "    'Vehicle_Leaving_Carriageway': 0,\n",
40988         "    'Vehicle_Location-Restricted_Lane': 0,\n",
40989         "    'Vehicle_Manoeuvre': 2,\n",
40990         "    'Vehicle_Reference': 2,\n",
40991         "    'Vehicle_Type': 9,\n",
40992         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
40993         "  'Weather_Conditions': 3,\n",
40994         "  '_id': ObjectId('52a9c98292c4e16686d2b5dc'),\n",
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40996         " {'1st_Road_Class': 5,\n",
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40998         "  '2nd_Road_Class': 6,\n",
40999         "  '2nd_Road_Number': 1145,\n",
41000         "  'Accident_Index': '201243S095022',\n",
41001         "  'Accident_Severity': 3,\n",
41002         "  'Carriageway_Hazards': 0,\n",
41003         "  'Casualties': [{'Age_Band_of_Casualty': 11,\n",
41004         "    'Bus_or_Coach_Passenger': 0,\n",
41005         "    'Car_Passenger': 0,\n",
41006         "    'Casualty_Class': 1,\n",
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41009         "    'Casualty_Severity': 3,\n",
41010         "    'Casualty_Type': 9,\n",
41011         "    'Pedestrian_Location': 0,\n",
41012         "    'Pedestrian_Movement': 0,\n",
41013         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
41014         "    'Sex_of_Casualty': 2,\n",
41015         "    'Vehicle_Reference': 1},\n",
41016         "   {'Age_Band_of_Casualty': 7,\n",
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41018         "    'Car_Passenger': 0,\n",
41019         "    'Casualty_Class': 1,\n",
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41022         "    'Casualty_Severity': 3,\n",
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41026         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
41027         "    'Sex_of_Casualty': 2,\n",
41028         "    'Vehicle_Reference': 2}],\n",
41029         "  'Date': '22/02/2012',\n",
41030         "  'Datetime': datetime.datetime(2012, 2, 22, 17, 36),\n",
41031         "  'Day_of_Week': 4,\n",
41032         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
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41034         "  'Junction_Detail': 3,\n",
41035         "  'LSOA_of_Accident_Location': 'E01016772',\n",
41036         "  'Latitude': 52.059766,\n",
41037         "  'Light_Conditions': 4,\n",
41038         "  'Local_Authority_(District)': 479,\n",
41039         "  'Local_Authority_(Highway)': 'E06000042',\n",
41040         "  'Location_Easting_OSGR': 486050,\n",
41041         "  'Location_Northing_OSGR': 240900,\n",
41042         "  'Longitude': -0.746291,\n",
41043         "  'Number_of_Casualties': 2,\n",
41044         "  'Number_of_Vehicles': 2,\n",
41045         "  'Pedestrian_Crossing-Human_Control': 0,\n",
41046         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
41047         "  'Police_Force': 43,\n",
41048         "  'Road_Surface_Conditions': 2,\n",
41049         "  'Road_Type': 6,\n",
41050         "  'Special_Conditions_at_Site': 3,\n",
41051         "  'Speed_limit': 60,\n",
41052         "  'Time': '17:36',\n",
41053         "  'Urban_or_Rural_Area': 1,\n",
41054         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
41055         "    'Age_Band_of_Driver': 11,\n",
41056         "    'Age_of_Vehicle': 8,\n",
41057         "    'Driver_Home_Area_Type': 1,\n",
41058         "    'Driver_IMD_Decile': 10,\n",
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41060         "    'Hit_Object_in_Carriageway': 0,\n",
41061         "    'Hit_Object_off_Carriageway': 0,\n",
41062         "    'Journey_Purpose_of_Driver': 6,\n",
41063         "    'Junction_Location': 8,\n",
41064         "    'Propulsion_Code': 1,\n",
41065         "    'Sex_of_Driver': 2,\n",
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41067         "    'Towing_and_Articulation': 0,\n",
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41069         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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41071         "    'Vehicle_Reference': 1,\n",
41072         "    'Vehicle_Type': 9,\n",
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41075         "    'Age_Band_of_Driver': 7,\n",
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41080         "    'Hit_Object_in_Carriageway': 0,\n",
41081         "    'Hit_Object_off_Carriageway': 0,\n",
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41088         "    'Vehicle_Leaving_Carriageway': 0,\n",
41089         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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41091         "    'Vehicle_Reference': 2,\n",
41092         "    'Vehicle_Type': 9,\n",
41093         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
41094         "  'Weather_Conditions': 5,\n",
41095         "  '_id': ObjectId('52a9c98292c4e16686d2b76a'),\n",
41096         "  'loc': {'coordinates': [-0.746291, 52.059766], 'type': 'Point'}},\n",
41097         " {'1st_Road_Class': 5,\n",
41098         "  '1st_Road_Number': 9010,\n",
41099         "  '2nd_Road_Class': 6,\n",
41100         "  '2nd_Road_Number': 1158,\n",
41101         "  'Accident_Index': '201243S156102',\n",
41102         "  'Accident_Severity': 3,\n",
41103         "  'Carriageway_Hazards': 0,\n",
41104         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
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41107         "    'Casualty_Class': 1,\n",
41108         "    'Casualty_Home_Area_Type': 1,\n",
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41110         "    'Casualty_Severity': 3,\n",
41111         "    'Casualty_Type': 9,\n",
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41114         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
41115         "    'Sex_of_Casualty': 1,\n",
41116         "    'Vehicle_Reference': 1},\n",
41117         "   {'Age_Band_of_Casualty': 8,\n",
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41120         "    'Casualty_Class': 1,\n",
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41128         "    'Sex_of_Casualty': 1,\n",
41129         "    'Vehicle_Reference': 2}],\n",
41130         "  'Date': '21/10/2012',\n",
41131         "  'Datetime': datetime.datetime(2012, 10, 21, 10, 50),\n",
41132         "  'Day_of_Week': 1,\n",
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41136         "  'LSOA_of_Accident_Location': 'E01016770',\n",
41137         "  'Latitude': 52.060134,\n",
41138         "  'Light_Conditions': 1,\n",
41139         "  'Local_Authority_(District)': 479,\n",
41140         "  'Local_Authority_(Highway)': 'E06000042',\n",
41141         "  'Location_Easting_OSGR': 487150,\n",
41142         "  'Location_Northing_OSGR': 240960,\n",
41143         "  'Longitude': -0.730235,\n",
41144         "  'Number_of_Casualties': 2,\n",
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41152         "  'Speed_limit': 60,\n",
41153         "  'Time': '10:50',\n",
41154         "  'Urban_or_Rural_Area': 2,\n",
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41175         "   {'1st_Point_of_Impact': 1,\n",
41176         "    'Age_Band_of_Driver': 8,\n",
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41193         "    'Vehicle_Type': 9,\n",
41194         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
41195         "  'Weather_Conditions': 1,\n",
41196         "  '_id': ObjectId('52a9c98292c4e16686d2b851'),\n",
41197         "  'loc': {'coordinates': [-0.730235, 52.060134], 'type': 'Point'}},\n",
41198         " {'1st_Road_Class': 3,\n",
41199         "  '1st_Road_Number': 509,\n",
41200         "  '2nd_Road_Class': 5,\n",
41201         "  '2nd_Road_Number': 9010,\n",
41202         "  'Accident_Index': '201243S076012',\n",
41203         "  'Accident_Severity': 3,\n",
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41211         "    'Casualty_Severity': 3,\n",
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41215         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
41216         "    'Sex_of_Casualty': 2,\n",
41217         "    'Vehicle_Reference': 1}],\n",
41218         "  'Date': '20/01/2012',\n",
41219         "  'Datetime': datetime.datetime(2012, 1, 20, 17, 45),\n",
41220         "  'Day_of_Week': 6,\n",
41221         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
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41223         "  'Junction_Detail': 1,\n",
41224         "  'LSOA_of_Accident_Location': 'E01016768',\n",
41225         "  'Latitude': 52.054086,\n",
41226         "  'Light_Conditions': 4,\n",
41227         "  'Local_Authority_(District)': 479,\n",
41228         "  'Local_Authority_(Highway)': 'E06000042',\n",
41229         "  'Location_Easting_OSGR': 487310,\n",
41230         "  'Location_Northing_OSGR': 240290,\n",
41231         "  'Longitude': -0.728073,\n",
41232         "  'Number_of_Casualties': 1,\n",
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41238         "  'Road_Type': 1,\n",
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41240         "  'Speed_limit': 70,\n",
41241         "  'Time': '17:45',\n",
41242         "  'Urban_or_Rural_Area': 2,\n",
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41244         "    'Age_Band_of_Driver': 6,\n",
41245         "    'Age_of_Vehicle': 2,\n",
41246         "    'Driver_Home_Area_Type': 3,\n",
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41251         "    'Journey_Purpose_of_Driver': 6,\n",
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41254         "    'Sex_of_Driver': 2,\n",
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41263         "   {'1st_Point_of_Impact': 2,\n",
41264         "    'Age_Band_of_Driver': 8,\n",
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41270         "    'Hit_Object_off_Carriageway': 0,\n",
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41286         " {'1st_Road_Class': 5,\n",
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41288         "  '2nd_Road_Class': 6,\n",
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41290         "  'Accident_Index': '201243S094062',\n",
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41304         "    'Sex_of_Casualty': 1,\n",
41305         "    'Vehicle_Reference': 1}],\n",
41306         "  'Date': '22/06/2012',\n",
41307         "  'Datetime': datetime.datetime(2012, 6, 22, 7, 40),\n",
41308         "  'Day_of_Week': 6,\n",
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41312         "  'LSOA_of_Accident_Location': 'E01016770',\n",
41313         "  'Latitude': 52.056612,\n",
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41315         "  'Local_Authority_(District)': 479,\n",
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41317         "  'Location_Easting_OSGR': 487250,\n",
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41328         "  'Speed_limit': 60,\n",
41329         "  'Time': '07:40',\n",
41330         "  'Urban_or_Rural_Area': 2,\n",
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41341         "    'Propulsion_Code': 2,\n",
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41351         "   {'1st_Point_of_Impact': 1,\n",
41352         "    'Age_Band_of_Driver': 6,\n",
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41374         " {'1st_Road_Class': 3,\n",
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41376         "  '2nd_Road_Class': -1,\n",
41377         "  '2nd_Road_Number': 0,\n",
41378         "  'Accident_Index': '201243S146112',\n",
41379         "  'Accident_Severity': 3,\n",
41380         "  'Carriageway_Hazards': 0,\n",
41381         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
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41391         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
41392         "    'Sex_of_Casualty': 1,\n",
41393         "    'Vehicle_Reference': 1}],\n",
41394         "  'Date': '29/11/2012',\n",
41395         "  'Datetime': datetime.datetime(2012, 11, 29, 5, 37),\n",
41396         "  'Day_of_Week': 5,\n",
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41400         "  'LSOA_of_Accident_Location': 'E01016768',\n",
41401         "  'Latitude': 52.054911,\n",
41402         "  'Light_Conditions': 4,\n",
41403         "  'Local_Authority_(District)': 479,\n",
41404         "  'Local_Authority_(Highway)': 'E06000042',\n",
41405         "  'Location_Easting_OSGR': 487780,\n",
41406         "  'Location_Northing_OSGR': 240390,\n",
41407         "  'Longitude': -0.721195,\n",
41408         "  'Number_of_Casualties': 1,\n",
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41411         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
41412         "  'Police_Force': 43,\n",
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41414         "  'Road_Type': 3,\n",
41415         "  'Special_Conditions_at_Site': 0,\n",
41416         "  'Speed_limit': 70,\n",
41417         "  'Time': '05:37',\n",
41418         "  'Urban_or_Rural_Area': 2,\n",
41419         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
41420         "    'Age_Band_of_Driver': 7,\n",
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41422         "    'Driver_Home_Area_Type': 1,\n",
41423         "    'Driver_IMD_Decile': 4,\n",
41424         "    'Engine_Capacity_(CC)': 1896,\n",
41425         "    'Hit_Object_in_Carriageway': 4,\n",
41426         "    'Hit_Object_off_Carriageway': 0,\n",
41427         "    'Journey_Purpose_of_Driver': 2,\n",
41428         "    'Junction_Location': 0,\n",
41429         "    'Propulsion_Code': 2,\n",
41430         "    'Sex_of_Driver': 1,\n",
41431         "    'Skidding_and_Overturning': 0,\n",
41432         "    'Towing_and_Articulation': 0,\n",
41433         "    'Vehicle_Leaving_Carriageway': 4,\n",
41434         "    'Vehicle_Location-Restricted_Lane': 0,\n",
41435         "    'Vehicle_Manoeuvre': 18,\n",
41436         "    'Vehicle_Reference': 1,\n",
41437         "    'Vehicle_Type': 9,\n",
41438         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
41439         "   {'1st_Point_of_Impact': 2,\n",
41440         "    'Age_Band_of_Driver': 6,\n",
41441         "    'Age_of_Vehicle': -1,\n",
41442         "    'Driver_Home_Area_Type': 1,\n",
41443         "    'Driver_IMD_Decile': 3,\n",
41444         "    'Engine_Capacity_(CC)': -1,\n",
41445         "    'Hit_Object_in_Carriageway': 0,\n",
41446         "    'Hit_Object_off_Carriageway': 0,\n",
41447         "    'Journey_Purpose_of_Driver': 2,\n",
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41449         "    'Propulsion_Code': -1,\n",
41450         "    'Sex_of_Driver': 1,\n",
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41452         "    'Towing_and_Articulation': 0,\n",
41453         "    'Vehicle_Leaving_Carriageway': 0,\n",
41454         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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41456         "    'Vehicle_Reference': 2,\n",
41457         "    'Vehicle_Type': 9,\n",
41458         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
41459         "  'Weather_Conditions': 1,\n",
41460         "  '_id': ObjectId('52a9c98292c4e16686d2b848'),\n",
41461         "  'loc': {'coordinates': [-0.721195, 52.054911], 'type': 'Point'}},\n",
41462         " {'1st_Road_Class': 3,\n",
41463         "  '1st_Road_Number': 509,\n",
41464         "  '2nd_Road_Class': 5,\n",
41465         "  '2nd_Road_Number': 9011,\n",
41466         "  'Accident_Index': '201243S063092',\n",
41467         "  'Accident_Severity': 2,\n",
41468         "  'Carriageway_Hazards': 0,\n",
41469         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
41470         "    'Bus_or_Coach_Passenger': 0,\n",
41471         "    'Car_Passenger': 0,\n",
41472         "    'Casualty_Class': 1,\n",
41473         "    'Casualty_Home_Area_Type': 1,\n",
41474         "    'Casualty_Reference': 1,\n",
41475         "    'Casualty_Severity': 2,\n",
41476         "    'Casualty_Type': 1,\n",
41477         "    'Pedestrian_Location': 0,\n",
41478         "    'Pedestrian_Movement': 0,\n",
41479         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
41480         "    'Sex_of_Casualty': 2,\n",
41481         "    'Vehicle_Reference': 2}],\n",
41482         "  'Date': '16/09/2012',\n",
41483         "  'Datetime': datetime.datetime(2012, 9, 16, 19, 55),\n",
41484         "  'Day_of_Week': 1,\n",
41485         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
41486         "  'Junction_Control': 4,\n",
41487         "  'Junction_Detail': 1,\n",
41488         "  'LSOA_of_Accident_Location': 'E01016785',\n",
41489         "  'Latitude': 52.05464,\n",
41490         "  'Light_Conditions': 4,\n",
41491         "  'Local_Authority_(District)': 479,\n",
41492         "  'Local_Authority_(Highway)': 'E06000042',\n",
41493         "  'Location_Easting_OSGR': 488350,\n",
41494         "  'Location_Northing_OSGR': 240370,\n",
41495         "  'Longitude': -0.712889,\n",
41496         "  'Number_of_Casualties': 1,\n",
41497         "  'Number_of_Vehicles': 2,\n",
41498         "  'Pedestrian_Crossing-Human_Control': 0,\n",
41499         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
41500         "  'Police_Force': 43,\n",
41501         "  'Road_Surface_Conditions': 1,\n",
41502         "  'Road_Type': 3,\n",
41503         "  'Special_Conditions_at_Site': 0,\n",
41504         "  'Speed_limit': 70,\n",
41505         "  'Time': '19:55',\n",
41506         "  'Urban_or_Rural_Area': 1,\n",
41507         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
41508         "    'Age_Band_of_Driver': 8,\n",
41509         "    'Age_of_Vehicle': 7,\n",
41510         "    'Driver_Home_Area_Type': -1,\n",
41511         "    'Driver_IMD_Decile': -1,\n",
41512         "    'Engine_Capacity_(CC)': 2996,\n",
41513         "    'Hit_Object_in_Carriageway': 0,\n",
41514         "    'Hit_Object_off_Carriageway': 0,\n",
41515         "    'Journey_Purpose_of_Driver': 6,\n",
41516         "    'Junction_Location': 4,\n",
41517         "    'Propulsion_Code': 1,\n",
41518         "    'Sex_of_Driver': 1,\n",
41519         "    'Skidding_and_Overturning': 0,\n",
41520         "    'Towing_and_Articulation': 0,\n",
41521         "    'Vehicle_Leaving_Carriageway': 0,\n",
41522         "    'Vehicle_Location-Restricted_Lane': 0,\n",
41523         "    'Vehicle_Manoeuvre': 5,\n",
41524         "    'Vehicle_Reference': 1,\n",
41525         "    'Vehicle_Type': 9,\n",
41526         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
41527         "   {'1st_Point_of_Impact': 1,\n",
41528         "    'Age_Band_of_Driver': 6,\n",
41529         "    'Age_of_Vehicle': -1,\n",
41530         "    'Driver_Home_Area_Type': 1,\n",
41531         "    'Driver_IMD_Decile': 2,\n",
41532         "    'Engine_Capacity_(CC)': -1,\n",
41533         "    'Hit_Object_in_Carriageway': 0,\n",
41534         "    'Hit_Object_off_Carriageway': 0,\n",
41535         "    'Journey_Purpose_of_Driver': 6,\n",
41536         "    'Junction_Location': 8,\n",
41537         "    'Propulsion_Code': -1,\n",
41538         "    'Sex_of_Driver': 2,\n",
41539         "    'Skidding_and_Overturning': 0,\n",
41540         "    'Towing_and_Articulation': 0,\n",
41541         "    'Vehicle_Leaving_Carriageway': 0,\n",
41542         "    'Vehicle_Location-Restricted_Lane': 0,\n",
41543         "    'Vehicle_Manoeuvre': 18,\n",
41544         "    'Vehicle_Reference': 2,\n",
41545         "    'Vehicle_Type': 1,\n",
41546         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
41547         "  'Weather_Conditions': 1,\n",
41548         "  '_id': ObjectId('52a9c98292c4e16686d2b6cc'),\n",
41549         "  'loc': {'coordinates': [-0.712889, 52.05464], 'type': 'Point'}},\n",
41550         " {'1st_Road_Class': 3,\n",
41551         "  '1st_Road_Number': 509,\n",
41552         "  '2nd_Road_Class': -1,\n",
41553         "  '2nd_Road_Number': 0,\n",
41554         "  'Accident_Index': '201243S074112',\n",
41555         "  'Accident_Severity': 2,\n",
41556         "  'Carriageway_Hazards': 0,\n",
41557         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
41558         "    'Bus_or_Coach_Passenger': 0,\n",
41559         "    'Car_Passenger': 0,\n",
41560         "    'Casualty_Class': 1,\n",
41561         "    'Casualty_Home_Area_Type': 2,\n",
41562         "    'Casualty_Reference': 1,\n",
41563         "    'Casualty_Severity': 2,\n",
41564         "    'Casualty_Type': 9,\n",
41565         "    'Pedestrian_Location': 0,\n",
41566         "    'Pedestrian_Movement': 0,\n",
41567         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
41568         "    'Sex_of_Casualty': 1,\n",
41569         "    'Vehicle_Reference': 1}],\n",
41570         "  'Date': '18/11/2012',\n",
41571         "  'Datetime': datetime.datetime(2012, 11, 18, 15, 25),\n",
41572         "  'Day_of_Week': 1,\n",
41573         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
41574         "  'Junction_Control': -1,\n",
41575         "  'Junction_Detail': 0,\n",
41576         "  'LSOA_of_Accident_Location': 'E01016768',\n",
41577         "  'Latitude': 52.054592,\n",
41578         "  'Light_Conditions': 1,\n",
41579         "  'Local_Authority_(District)': 479,\n",
41580         "  'Local_Authority_(Highway)': 'E06000042',\n",
41581         "  'Location_Easting_OSGR': 488090,\n",
41582         "  'Location_Northing_OSGR': 240360,\n",
41583         "  'Longitude': -0.716682,\n",
41584         "  'Number_of_Casualties': 1,\n",
41585         "  'Number_of_Vehicles': 1,\n",
41586         "  'Pedestrian_Crossing-Human_Control': 0,\n",
41587         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
41588         "  'Police_Force': 43,\n",
41589         "  'Road_Surface_Conditions': 1,\n",
41590         "  'Road_Type': 3,\n",
41591         "  'Special_Conditions_at_Site': 6,\n",
41592         "  'Speed_limit': 70,\n",
41593         "  'Time': '15:25',\n",
41594         "  'Urban_or_Rural_Area': 2,\n",
41595         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
41596         "    'Age_Band_of_Driver': 5,\n",
41597         "    'Age_of_Vehicle': 14,\n",
41598         "    'Driver_Home_Area_Type': 2,\n",
41599         "    'Driver_IMD_Decile': 10,\n",
41600         "    'Engine_Capacity_(CC)': 1360,\n",
41601         "    'Hit_Object_in_Carriageway': 0,\n",
41602         "    'Hit_Object_off_Carriageway': 7,\n",
41603         "    'Journey_Purpose_of_Driver': 6,\n",
41604         "    'Junction_Location': 0,\n",
41605         "    'Propulsion_Code': 1,\n",
41606         "    'Sex_of_Driver': 1,\n",
41607         "    'Skidding_and_Overturning': 1,\n",
41608         "    'Towing_and_Articulation': 0,\n",
41609         "    'Vehicle_Leaving_Carriageway': 2,\n",
41610         "    'Vehicle_Location-Restricted_Lane': 0,\n",
41611         "    'Vehicle_Manoeuvre': 11,\n",
41612         "    'Vehicle_Reference': 1,\n",
41613         "    'Vehicle_Type': 9,\n",
41614         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
41615         "  'Weather_Conditions': 1,\n",
41616         "  '_id': ObjectId('52a9c98292c4e16686d2b6ff'),\n",
41617         "  'loc': {'coordinates': [-0.716682, 52.054592], 'type': 'Point'}},\n",
41618         " {'1st_Road_Class': 1,\n",
41619         "  '1st_Road_Number': 1,\n",
41620         "  '2nd_Road_Class': -1,\n",
41621         "  '2nd_Road_Number': 0,\n",
41622         "  'Accident_Index': '201243S082012',\n",
41623         "  'Accident_Severity': 3,\n",
41624         "  'Carriageway_Hazards': 0,\n",
41625         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
41626         "    'Bus_or_Coach_Passenger': 0,\n",
41627         "    'Car_Passenger': 0,\n",
41628         "    'Casualty_Class': 1,\n",
41629         "    'Casualty_Home_Area_Type': 1,\n",
41630         "    'Casualty_Reference': 1,\n",
41631         "    'Casualty_Severity': 3,\n",
41632         "    'Casualty_Type': 9,\n",
41633         "    'Pedestrian_Location': 0,\n",
41634         "    'Pedestrian_Movement': 0,\n",
41635         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
41636         "    'Sex_of_Casualty': 1,\n",
41637         "    'Vehicle_Reference': 2}],\n",
41638         "  'Date': '18/01/2012',\n",
41639         "  'Datetime': datetime.datetime(2012, 1, 18, 19, 15),\n",
41640         "  'Day_of_Week': 4,\n",
41641         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
41642         "  'Junction_Control': -1,\n",
41643         "  'Junction_Detail': 0,\n",
41644         "  'LSOA_of_Accident_Location': 'E01016785',\n",
41645         "  'Latitude': 52.058637,\n",
41646         "  'Light_Conditions': 4,\n",
41647         "  'Local_Authority_(District)': 479,\n",
41648         "  'Local_Authority_(Highway)': 'E06000042',\n",
41649         "  'Location_Easting_OSGR': 489210,\n",
41650         "  'Location_Northing_OSGR': 240830,\n",
41651         "  'Longitude': -0.70023,\n",
41652         "  'Number_of_Casualties': 1,\n",
41653         "  'Number_of_Vehicles': 2,\n",
41654         "  'Pedestrian_Crossing-Human_Control': 0,\n",
41655         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
41656         "  'Police_Force': 43,\n",
41657         "  'Road_Surface_Conditions': 1,\n",
41658         "  'Road_Type': 3,\n",
41659         "  'Special_Conditions_at_Site': 0,\n",
41660         "  'Speed_limit': 70,\n",
41661         "  'Time': '19:15',\n",
41662         "  'Urban_or_Rural_Area': 2,\n",
41663         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
41664         "    'Age_Band_of_Driver': -1,\n",
41665         "    'Age_of_Vehicle': -1,\n",
41666         "    'Driver_Home_Area_Type': -1,\n",
41667         "    'Driver_IMD_Decile': -1,\n",
41668         "    'Engine_Capacity_(CC)': -1,\n",
41669         "    'Hit_Object_in_Carriageway': 0,\n",
41670         "    'Hit_Object_off_Carriageway': 0,\n",
41671         "    'Journey_Purpose_of_Driver': 1,\n",
41672         "    'Junction_Location': 0,\n",
41673         "    'Propulsion_Code': -1,\n",
41674         "    'Sex_of_Driver': 1,\n",
41675         "    'Skidding_and_Overturning': 0,\n",
41676         "    'Towing_and_Articulation': 1,\n",
41677         "    'Vehicle_Leaving_Carriageway': 0,\n",
41678         "    'Vehicle_Location-Restricted_Lane': 0,\n",
41679         "    'Vehicle_Manoeuvre': 12,\n",
41680         "    'Vehicle_Reference': 1,\n",
41681         "    'Vehicle_Type': 21,\n",
41682         "    'Was_Vehicle_Left_Hand_Drive?': 2},\n",
41683         "   {'1st_Point_of_Impact': 4,\n",
41684         "    'Age_Band_of_Driver': 6,\n",
41685         "    'Age_of_Vehicle': 1,\n",
41686         "    'Driver_Home_Area_Type': 1,\n",
41687         "    'Driver_IMD_Decile': 5,\n",
41688         "    'Engine_Capacity_(CC)': 1461,\n",
41689         "    'Hit_Object_in_Carriageway': 0,\n",
41690         "    'Hit_Object_off_Carriageway': 0,\n",
41691         "    'Journey_Purpose_of_Driver': 1,\n",
41692         "    'Junction_Location': 0,\n",
41693         "    'Propulsion_Code': 2,\n",
41694         "    'Sex_of_Driver': 1,\n",
41695         "    'Skidding_and_Overturning': 0,\n",
41696         "    'Towing_and_Articulation': 0,\n",
41697         "    'Vehicle_Leaving_Carriageway': 0,\n",
41698         "    'Vehicle_Location-Restricted_Lane': 0,\n",
41699         "    'Vehicle_Manoeuvre': 18,\n",
41700         "    'Vehicle_Reference': 2,\n",
41701         "    'Vehicle_Type': 9,\n",
41702         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
41703         "  'Weather_Conditions': 1,\n",
41704         "  '_id': ObjectId('52a9c98292c4e16686d2b725'),\n",
41705         "  'loc': {'coordinates': [-0.70023, 52.058637], 'type': 'Point'}},\n",
41706         " {'1st_Road_Class': 3,\n",
41707         "  '1st_Road_Number': 509,\n",
41708         "  '2nd_Road_Class': 1,\n",
41709         "  '2nd_Road_Number': 1,\n",
41710         "  'Accident_Index': '201243S099032',\n",
41711         "  'Accident_Severity': 3,\n",
41712         "  'Carriageway_Hazards': 0,\n",
41713         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
41714         "    'Bus_or_Coach_Passenger': 0,\n",
41715         "    'Car_Passenger': 0,\n",
41716         "    'Casualty_Class': 1,\n",
41717         "    'Casualty_Home_Area_Type': 1,\n",
41718         "    'Casualty_Reference': 1,\n",
41719         "    'Casualty_Severity': 3,\n",
41720         "    'Casualty_Type': 9,\n",
41721         "    'Pedestrian_Location': 0,\n",
41722         "    'Pedestrian_Movement': 0,\n",
41723         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
41724         "    'Sex_of_Casualty': 2,\n",
41725         "    'Vehicle_Reference': 2},\n",
41726         "   {'Age_Band_of_Casualty': 4,\n",
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41728         "    'Car_Passenger': 1,\n",
41729         "    'Casualty_Class': 2,\n",
41730         "    'Casualty_Home_Area_Type': 1,\n",
41731         "    'Casualty_Reference': 2,\n",
41732         "    'Casualty_Severity': 3,\n",
41733         "    'Casualty_Type': 9,\n",
41734         "    'Pedestrian_Location': 0,\n",
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41736         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
41737         "    'Sex_of_Casualty': 1,\n",
41738         "    'Vehicle_Reference': 2}],\n",
41739         "  'Date': '24/03/2012',\n",
41740         "  'Datetime': datetime.datetime(2012, 3, 24, 7, 25),\n",
41741         "  'Day_of_Week': 7,\n",
41742         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
41743         "  'Junction_Control': 2,\n",
41744         "  'Junction_Detail': 1,\n",
41745         "  'LSOA_of_Accident_Location': 'E01016785',\n",
41746         "  'Latitude': 52.057912,\n",
41747         "  'Light_Conditions': 1,\n",
41748         "  'Local_Authority_(District)': 479,\n",
41749         "  'Local_Authority_(Highway)': 'E06000042',\n",
41750         "  'Location_Easting_OSGR': 489250,\n",
41751         "  'Location_Northing_OSGR': 240750,\n",
41752         "  'Longitude': -0.699667,\n",
41753         "  'Number_of_Casualties': 2,\n",
41754         "  'Number_of_Vehicles': 2,\n",
41755         "  'Pedestrian_Crossing-Human_Control': 0,\n",
41756         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
41757         "  'Police_Force': 43,\n",
41758         "  'Road_Surface_Conditions': 2,\n",
41759         "  'Road_Type': 7,\n",
41760         "  'Special_Conditions_at_Site': 0,\n",
41761         "  'Speed_limit': 70,\n",
41762         "  'Time': '07:25',\n",
41763         "  'Urban_or_Rural_Area': 2,\n",
41764         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
41765         "    'Age_Band_of_Driver': 4,\n",
41766         "    'Age_of_Vehicle': 11,\n",
41767         "    'Driver_Home_Area_Type': 3,\n",
41768         "    'Driver_IMD_Decile': 8,\n",
41769         "    'Engine_Capacity_(CC)': 2171,\n",
41770         "    'Hit_Object_in_Carriageway': 0,\n",
41771         "    'Hit_Object_off_Carriageway': 0,\n",
41772         "    'Journey_Purpose_of_Driver': 6,\n",
41773         "    'Junction_Location': 1,\n",
41774         "    'Propulsion_Code': 1,\n",
41775         "    'Sex_of_Driver': 2,\n",
41776         "    'Skidding_and_Overturning': 1,\n",
41777         "    'Towing_and_Articulation': 0,\n",
41778         "    'Vehicle_Leaving_Carriageway': 0,\n",
41779         "    'Vehicle_Location-Restricted_Lane': 0,\n",
41780         "    'Vehicle_Manoeuvre': 18,\n",
41781         "    'Vehicle_Reference': 1,\n",
41782         "    'Vehicle_Type': 9,\n",
41783         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
41784         "   {'1st_Point_of_Impact': 2,\n",
41785         "    'Age_Band_of_Driver': 4,\n",
41786         "    'Age_of_Vehicle': 7,\n",
41787         "    'Driver_Home_Area_Type': 1,\n",
41788         "    'Driver_IMD_Decile': 10,\n",
41789         "    'Engine_Capacity_(CC)': 1299,\n",
41790         "    'Hit_Object_in_Carriageway': 0,\n",
41791         "    'Hit_Object_off_Carriageway': 0,\n",
41792         "    'Journey_Purpose_of_Driver': 6,\n",
41793         "    'Junction_Location': 1,\n",
41794         "    'Propulsion_Code': 1,\n",
41795         "    'Sex_of_Driver': 2,\n",
41796         "    'Skidding_and_Overturning': 5,\n",
41797         "    'Towing_and_Articulation': 0,\n",
41798         "    'Vehicle_Leaving_Carriageway': 0,\n",
41799         "    'Vehicle_Location-Restricted_Lane': 0,\n",
41800         "    'Vehicle_Manoeuvre': 3,\n",
41801         "    'Vehicle_Reference': 2,\n",
41802         "    'Vehicle_Type': 9,\n",
41803         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
41804         "  'Weather_Conditions': 7,\n",
41805         "  '_id': ObjectId('52a9c98292c4e16686d2b77e'),\n",
41806         "  'loc': {'coordinates': [-0.699667, 52.057912], 'type': 'Point'}},\n",
41807         " {'1st_Road_Class': 3,\n",
41808         "  '1st_Road_Number': 509,\n",
41809         "  '2nd_Road_Class': 5,\n",
41810         "  '2nd_Road_Number': 26,\n",
41811         "  'Accident_Index': '201243S055042',\n",
41812         "  'Accident_Severity': 3,\n",
41813         "  'Carriageway_Hazards': 0,\n",
41814         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
41815         "    'Bus_or_Coach_Passenger': 0,\n",
41816         "    'Car_Passenger': 0,\n",
41817         "    'Casualty_Class': 1,\n",
41818         "    'Casualty_Home_Area_Type': 2,\n",
41819         "    'Casualty_Reference': 1,\n",
41820         "    'Casualty_Severity': 3,\n",
41821         "    'Casualty_Type': 9,\n",
41822         "    'Pedestrian_Location': 0,\n",
41823         "    'Pedestrian_Movement': 0,\n",
41824         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
41825         "    'Sex_of_Casualty': 1,\n",
41826         "    'Vehicle_Reference': 2}],\n",
41827         "  'Date': '13/04/2012',\n",
41828         "  'Datetime': datetime.datetime(2012, 4, 13, 9, 0),\n",
41829         "  'Day_of_Week': 6,\n",
41830         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
41831         "  'Junction_Control': 4,\n",
41832         "  'Junction_Detail': 3,\n",
41833         "  'LSOA_of_Accident_Location': 'E01016803',\n",
41834         "  'Latitude': 52.060703,\n",
41835         "  'Light_Conditions': 1,\n",
41836         "  'Local_Authority_(District)': 479,\n",
41837         "  'Local_Authority_(Highway)': 'E06000042',\n",
41838         "  'Location_Easting_OSGR': 489220,\n",
41839         "  'Location_Northing_OSGR': 241060,\n",
41840         "  'Longitude': -0.700024,\n",
41841         "  'Number_of_Casualties': 1,\n",
41842         "  'Number_of_Vehicles': 2,\n",
41843         "  'Pedestrian_Crossing-Human_Control': 0,\n",
41844         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
41845         "  'Police_Force': 43,\n",
41846         "  'Road_Surface_Conditions': 1,\n",
41847         "  'Road_Type': 6,\n",
41848         "  'Special_Conditions_at_Site': 0,\n",
41849         "  'Speed_limit': 60,\n",
41850         "  'Time': '09:00',\n",
41851         "  'Urban_or_Rural_Area': 2,\n",
41852         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
41853         "    'Age_Band_of_Driver': 7,\n",
41854         "    'Age_of_Vehicle': -1,\n",
41855         "    'Driver_Home_Area_Type': -1,\n",
41856         "    'Driver_IMD_Decile': -1,\n",
41857         "    'Engine_Capacity_(CC)': -1,\n",
41858         "    'Hit_Object_in_Carriageway': 0,\n",
41859         "    'Hit_Object_off_Carriageway': 0,\n",
41860         "    'Journey_Purpose_of_Driver': 2,\n",
41861         "    'Junction_Location': 8,\n",
41862         "    'Propulsion_Code': -1,\n",
41863         "    'Sex_of_Driver': 1,\n",
41864         "    'Skidding_and_Overturning': 0,\n",
41865         "    'Towing_and_Articulation': 0,\n",
41866         "    'Vehicle_Leaving_Carriageway': 0,\n",
41867         "    'Vehicle_Location-Restricted_Lane': 0,\n",
41868         "    'Vehicle_Manoeuvre': 9,\n",
41869         "    'Vehicle_Reference': 1,\n",
41870         "    'Vehicle_Type': 9,\n",
41871         "    'Was_Vehicle_Left_Hand_Drive?': 2},\n",
41872         "   {'1st_Point_of_Impact': 3,\n",
41873         "    'Age_Band_of_Driver': 6,\n",
41874         "    'Age_of_Vehicle': 7,\n",
41875         "    'Driver_Home_Area_Type': 2,\n",
41876         "    'Driver_IMD_Decile': 4,\n",
41877         "    'Engine_Capacity_(CC)': 1493,\n",
41878         "    'Hit_Object_in_Carriageway': 0,\n",
41879         "    'Hit_Object_off_Carriageway': 7,\n",
41880         "    'Journey_Purpose_of_Driver': 2,\n",
41881         "    'Junction_Location': 1,\n",
41882         "    'Propulsion_Code': 2,\n",
41883         "    'Sex_of_Driver': 1,\n",
41884         "    'Skidding_and_Overturning': 0,\n",
41885         "    'Towing_and_Articulation': 0,\n",
41886         "    'Vehicle_Leaving_Carriageway': 1,\n",
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41890         "    'Vehicle_Type': 9,\n",
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41896         "  '1st_Road_Number': 1,\n",
41897         "  '2nd_Road_Class': 3,\n",
41898         "  '2nd_Road_Number': 509,\n",
41899         "  'Accident_Index': '201243S145052',\n",
41900         "  'Accident_Severity': 3,\n",
41901         "  'Carriageway_Hazards': 0,\n",
41902         "  'Casualties': [{'Age_Band_of_Casualty': -1,\n",
41903         "    'Bus_or_Coach_Passenger': 0,\n",
41904         "    'Car_Passenger': 0,\n",
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41908         "    'Casualty_Severity': 3,\n",
41909         "    'Casualty_Type': 9,\n",
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41913         "    'Sex_of_Casualty': 2,\n",
41914         "    'Vehicle_Reference': 2}],\n",
41915         "  'Date': '27/05/2012',\n",
41916         "  'Datetime': datetime.datetime(2012, 5, 27, 13, 45),\n",
41917         "  'Day_of_Week': 1,\n",
41918         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
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41920         "  'Junction_Detail': 5,\n",
41921         "  'LSOA_of_Accident_Location': 'E01016803',\n",
41922         "  'Latitude': 52.060845,\n",
41923         "  'Light_Conditions': 1,\n",
41924         "  'Local_Authority_(District)': 479,\n",
41925         "  'Local_Authority_(Highway)': 'E06000042',\n",
41926         "  'Location_Easting_OSGR': 488900,\n",
41927         "  'Location_Northing_OSGR': 241070,\n",
41928         "  'Longitude': -0.704688,\n",
41929         "  'Number_of_Casualties': 1,\n",
41930         "  'Number_of_Vehicles': 2,\n",
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41932         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
41933         "  'Police_Force': 43,\n",
41934         "  'Road_Surface_Conditions': 1,\n",
41935         "  'Road_Type': 7,\n",
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41937         "  'Speed_limit': 70,\n",
41938         "  'Time': '13:45',\n",
41939         "  'Urban_or_Rural_Area': 2,\n",
41940         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
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41943         "    'Driver_Home_Area_Type': -1,\n",
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41945         "    'Engine_Capacity_(CC)': -1,\n",
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41960         "   {'1st_Point_of_Impact': 2,\n",
41961         "    'Age_Band_of_Driver': -1,\n",
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41965         "    'Engine_Capacity_(CC)': 1390,\n",
41966         "    'Hit_Object_in_Carriageway': 0,\n",
41967         "    'Hit_Object_off_Carriageway': 0,\n",
41968         "    'Journey_Purpose_of_Driver': 6,\n",
41969         "    'Junction_Location': 5,\n",
41970         "    'Propulsion_Code': 1,\n",
41971         "    'Sex_of_Driver': 2,\n",
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41973         "    'Towing_and_Articulation': 0,\n",
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41975         "    'Vehicle_Location-Restricted_Lane': 0,\n",
41976         "    'Vehicle_Manoeuvre': 18,\n",
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41978         "    'Vehicle_Type': 9,\n",
41979         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
41980         "  'Weather_Conditions': 1,\n",
41981         "  '_id': ObjectId('52a9c98292c4e16686d2b845'),\n",
41982         "  'loc': {'coordinates': [-0.704688, 52.060845], 'type': 'Point'}},\n",
41983         " {'1st_Road_Class': 3,\n",
41984         "  '1st_Road_Number': 509,\n",
41985         "  '2nd_Road_Class': 1,\n",
41986         "  '2nd_Road_Number': 1,\n",
41987         "  'Accident_Index': '201243S014062',\n",
41988         "  'Accident_Severity': 3,\n",
41989         "  'Carriageway_Hazards': 0,\n",
41990         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
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41992         "    'Car_Passenger': 0,\n",
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41995         "    'Casualty_Reference': 1,\n",
41996         "    'Casualty_Severity': 3,\n",
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41998         "    'Pedestrian_Location': 0,\n",
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42000         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
42001         "    'Sex_of_Casualty': 1,\n",
42002         "    'Vehicle_Reference': 2},\n",
42003         "   {'Age_Band_of_Casualty': 7,\n",
42004         "    'Bus_or_Coach_Passenger': 0,\n",
42005         "    'Car_Passenger': 1,\n",
42006         "    'Casualty_Class': 2,\n",
42007         "    'Casualty_Home_Area_Type': 1,\n",
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42010         "    'Casualty_Type': 9,\n",
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42012         "    'Pedestrian_Movement': 0,\n",
42013         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
42014         "    'Sex_of_Casualty': 2,\n",
42015         "    'Vehicle_Reference': 2}],\n",
42016         "  'Date': '03/06/2012',\n",
42017         "  'Datetime': datetime.datetime(2012, 6, 3, 13, 0),\n",
42018         "  'Day_of_Week': 1,\n",
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42020         "  'Junction_Control': 4,\n",
42021         "  'Junction_Detail': 1,\n",
42022         "  'LSOA_of_Accident_Location': 'E01016803',\n",
42023         "  'Latitude': 52.059626,\n",
42024         "  'Light_Conditions': 1,\n",
42025         "  'Local_Authority_(District)': 479,\n",
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42027         "  'Location_Easting_OSGR': 489210,\n",
42028         "  'Location_Northing_OSGR': 240940,\n",
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42039         "  'Time': '13:00',\n",
42040         "  'Urban_or_Rural_Area': 2,\n",
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42088         "  'Accident_Index': '201243S123092',\n",
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42130         "   {'Age_Band_of_Casualty': 2,\n",
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42143         "   {'Age_Band_of_Casualty': 2,\n",
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42145         "    'Car_Passenger': 2,\n",
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42150         "    'Casualty_Type': 9,\n",
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42156         "   {'Age_Band_of_Casualty': 2,\n",
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42169         "   {'Age_Band_of_Casualty': 6,\n",
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42181         "    'Vehicle_Reference': 2},\n",
42182         "   {'Age_Band_of_Casualty': 6,\n",
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42184         "    'Car_Passenger': 2,\n",
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42193         "    'Sex_of_Casualty': 1,\n",
42194         "    'Vehicle_Reference': 2}],\n",
42195         "  'Date': '29/09/2012',\n",
42196         "  'Datetime': datetime.datetime(2012, 9, 29, 17, 53),\n",
42197         "  'Day_of_Week': 7,\n",
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42200         "  'Junction_Detail': 1,\n",
42201         "  'LSOA_of_Accident_Location': 'E01016785',\n",
42202         "  'Latitude': 52.058644,\n",
42203         "  'Light_Conditions': 1,\n",
42204         "  'Local_Authority_(District)': 479,\n",
42205         "  'Local_Authority_(Highway)': 'E06000042',\n",
42206         "  'Location_Easting_OSGR': 489170,\n",
42207         "  'Location_Northing_OSGR': 240830,\n",
42208         "  'Longitude': -0.700813,\n",
42209         "  'Number_of_Casualties': 8,\n",
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42211         "  'Pedestrian_Crossing-Human_Control': 0,\n",
42212         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
42213         "  'Police_Force': 43,\n",
42214         "  'Road_Surface_Conditions': 1,\n",
42215         "  'Road_Type': 1,\n",
42216         "  'Special_Conditions_at_Site': 0,\n",
42217         "  'Speed_limit': 60,\n",
42218         "  'Time': '17:53',\n",
42219         "  'Urban_or_Rural_Area': 2,\n",
42220         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
42221         "    'Age_Band_of_Driver': 8,\n",
42222         "    'Age_of_Vehicle': 19,\n",
42223         "    'Driver_Home_Area_Type': -1,\n",
42224         "    'Driver_IMD_Decile': -1,\n",
42225         "    'Engine_Capacity_(CC)': 2200,\n",
42226         "    'Hit_Object_in_Carriageway': 0,\n",
42227         "    'Hit_Object_off_Carriageway': 0,\n",
42228         "    'Journey_Purpose_of_Driver': 6,\n",
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42231         "    'Sex_of_Driver': 1,\n",
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42234         "    'Vehicle_Leaving_Carriageway': 0,\n",
42235         "    'Vehicle_Location-Restricted_Lane': 0,\n",
42236         "    'Vehicle_Manoeuvre': 18,\n",
42237         "    'Vehicle_Reference': 1,\n",
42238         "    'Vehicle_Type': 9,\n",
42239         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
42240         "   {'1st_Point_of_Impact': 2,\n",
42241         "    'Age_Band_of_Driver': 6,\n",
42242         "    'Age_of_Vehicle': 8,\n",
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42244         "    'Driver_IMD_Decile': 2,\n",
42245         "    'Engine_Capacity_(CC)': 1796,\n",
42246         "    'Hit_Object_in_Carriageway': 0,\n",
42247         "    'Hit_Object_off_Carriageway': 0,\n",
42248         "    'Journey_Purpose_of_Driver': 6,\n",
42249         "    'Junction_Location': 8,\n",
42250         "    'Propulsion_Code': 1,\n",
42251         "    'Sex_of_Driver': 1,\n",
42252         "    'Skidding_and_Overturning': 0,\n",
42253         "    'Towing_and_Articulation': 0,\n",
42254         "    'Vehicle_Leaving_Carriageway': 0,\n",
42255         "    'Vehicle_Location-Restricted_Lane': 0,\n",
42256         "    'Vehicle_Manoeuvre': 4,\n",
42257         "    'Vehicle_Reference': 2,\n",
42258         "    'Vehicle_Type': 9,\n",
42259         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
42260         "  'Weather_Conditions': 1,\n",
42261         "  '_id': ObjectId('52a9c98292c4e16686d2b7fe'),\n",
42262         "  'loc': {'coordinates': [-0.700813, 52.058644], 'type': 'Point'}},\n",
42263         " {'1st_Road_Class': 3,\n",
42264         "  '1st_Road_Number': 509,\n",
42265         "  '2nd_Road_Class': 3,\n",
42266         "  '2nd_Road_Number': 4146,\n",
42267         "  'Accident_Index': '201243S116012',\n",
42268         "  'Accident_Severity': 3,\n",
42269         "  'Carriageway_Hazards': 0,\n",
42270         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
42271         "    'Bus_or_Coach_Passenger': 0,\n",
42272         "    'Car_Passenger': 0,\n",
42273         "    'Casualty_Class': 1,\n",
42274         "    'Casualty_Home_Area_Type': 1,\n",
42275         "    'Casualty_Reference': 1,\n",
42276         "    'Casualty_Severity': 3,\n",
42277         "    'Casualty_Type': 9,\n",
42278         "    'Pedestrian_Location': 0,\n",
42279         "    'Pedestrian_Movement': 0,\n",
42280         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
42281         "    'Sex_of_Casualty': 2,\n",
42282         "    'Vehicle_Reference': 2}],\n",
42283         "  'Date': '26/01/2012',\n",
42284         "  'Datetime': datetime.datetime(2012, 1, 26, 21, 25),\n",
42285         "  'Day_of_Week': 5,\n",
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42289         "  'LSOA_of_Accident_Location': 'E01016785',\n",
42290         "  'Latitude': 52.054169,\n",
42291         "  'Light_Conditions': 4,\n",
42292         "  'Local_Authority_(District)': 479,\n",
42293         "  'Local_Authority_(Highway)': 'E06000042',\n",
42294         "  'Location_Easting_OSGR': 489050,\n",
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42296         "  'Longitude': -0.702693,\n",
42297         "  'Number_of_Casualties': 1,\n",
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42301         "  'Police_Force': 43,\n",
42302         "  'Road_Surface_Conditions': 2,\n",
42303         "  'Road_Type': 1,\n",
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42305         "  'Speed_limit': 70,\n",
42306         "  'Time': '21:25',\n",
42307         "  'Urban_or_Rural_Area': 2,\n",
42308         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
42309         "    'Age_Band_of_Driver': 8,\n",
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42321         "    'Towing_and_Articulation': 0,\n",
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42326         "    'Vehicle_Type': 9,\n",
42327         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
42328         "   {'1st_Point_of_Impact': 3,\n",
42329         "    'Age_Band_of_Driver': 4,\n",
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42346         "    'Vehicle_Type': 9,\n",
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42350         "  'loc': {'coordinates': [-0.702693, 52.054169], 'type': 'Point'}},\n",
42351         " {'1st_Road_Class': 3,\n",
42352         "  '1st_Road_Number': 509,\n",
42353         "  '2nd_Road_Class': 3,\n",
42354         "  '2nd_Road_Number': 4146,\n",
42355         "  'Accident_Index': '201243S118022',\n",
42356         "  'Accident_Severity': 3,\n",
42357         "  'Carriageway_Hazards': 0,\n",
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42368         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
42369         "    'Sex_of_Casualty': 1,\n",
42370         "    'Vehicle_Reference': 2}],\n",
42371         "  'Date': '04/02/2012',\n",
42372         "  'Datetime': datetime.datetime(2012, 2, 4, 12, 5),\n",
42373         "  'Day_of_Week': 7,\n",
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42377         "  'LSOA_of_Accident_Location': 'E01016785',\n",
42378         "  'Latitude': 52.05461,\n",
42379         "  'Light_Conditions': 1,\n",
42380         "  'Local_Authority_(District)': 479,\n",
42381         "  'Local_Authority_(Highway)': 'E06000042',\n",
42382         "  'Location_Easting_OSGR': 489100,\n",
42383         "  'Location_Northing_OSGR': 240380,\n",
42384         "  'Longitude': -0.701951,\n",
42385         "  'Number_of_Casualties': 1,\n",
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42393         "  'Speed_limit': 70,\n",
42394         "  'Time': '12:05',\n",
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42416         "   {'1st_Point_of_Impact': 3,\n",
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42439         " {'1st_Road_Class': 3,\n",
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42442         "  '2nd_Road_Number': 0,\n",
42443         "  'Accident_Index': '201243S044022',\n",
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42457         "    'Sex_of_Casualty': 1,\n",
42458         "    'Vehicle_Reference': 1}],\n",
42459         "  'Date': '13/02/2012',\n",
42460         "  'Datetime': datetime.datetime(2012, 2, 13, 16, 40),\n",
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42466         "  'Latitude': 52.054331,\n",
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42471         "  'Location_Northing_OSGR': 240350,\n",
42472         "  'Longitude': -0.701084,\n",
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42481         "  'Speed_limit': 40,\n",
42482         "  'Time': '16:40',\n",
42483         "  'Urban_or_Rural_Area': 2,\n",
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42485         "    'Age_Band_of_Driver': 8,\n",
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42511         "  'Accident_Index': '201243S076072',\n",
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42526         "    'Vehicle_Reference': 1}],\n",
42527         "  'Date': '16/07/2012',\n",
42528         "  'Datetime': datetime.datetime(2012, 7, 16, 10, 35),\n",
42529         "  'Day_of_Week': 2,\n",
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42538         "  'Location_Easting_OSGR': 489200,\n",
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42540         "  'Longitude': -0.700498,\n",
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42549         "  'Speed_limit': 30,\n",
42550         "  'Time': '10:35',\n",
42551         "  'Urban_or_Rural_Area': 2,\n",
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42553         "    'Age_Band_of_Driver': 6,\n",
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42559         "    'Hit_Object_off_Carriageway': 7,\n",
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42574         "  'loc': {'coordinates': [-0.700498, 52.054415], 'type': 'Point'}},\n",
42575         " {'1st_Road_Class': 3,\n",
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42577         "  '2nd_Road_Class': 3,\n",
42578         "  '2nd_Road_Number': 4146,\n",
42579         "  'Accident_Index': '201243S087072',\n",
42580         "  'Accident_Severity': 3,\n",
42581         "  'Carriageway_Hazards': 0,\n",
42582         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
42583         "    'Bus_or_Coach_Passenger': 0,\n",
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42591         "    'Pedestrian_Movement': 0,\n",
42592         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
42593         "    'Sex_of_Casualty': 2,\n",
42594         "    'Vehicle_Reference': 1}],\n",
42595         "  'Date': '20/07/2012',\n",
42596         "  'Datetime': datetime.datetime(2012, 7, 20, 17, 50),\n",
42597         "  'Day_of_Week': 6,\n",
42598         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
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42601         "  'LSOA_of_Accident_Location': 'E01016785',\n",
42602         "  'Latitude': 52.054169,\n",
42603         "  'Light_Conditions': 1,\n",
42604         "  'Local_Authority_(District)': 479,\n",
42605         "  'Local_Authority_(Highway)': 'E06000042',\n",
42606         "  'Location_Easting_OSGR': 489050,\n",
42607         "  'Location_Northing_OSGR': 240330,\n",
42608         "  'Longitude': -0.702693,\n",
42609         "  'Number_of_Casualties': 1,\n",
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42612         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
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42615         "  'Road_Type': 1,\n",
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42617         "  'Speed_limit': 70,\n",
42618         "  'Time': '17:50',\n",
42619         "  'Urban_or_Rural_Area': 2,\n",
42620         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
42621         "    'Age_Band_of_Driver': 6,\n",
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42627         "    'Hit_Object_off_Carriageway': 0,\n",
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42640         "   {'1st_Point_of_Impact': 2,\n",
42641         "    'Age_Band_of_Driver': 8,\n",
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42645         "    'Engine_Capacity_(CC)': 1997,\n",
42646         "    'Hit_Object_in_Carriageway': 0,\n",
42647         "    'Hit_Object_off_Carriageway': 0,\n",
42648         "    'Journey_Purpose_of_Driver': 6,\n",
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42660         "   {'1st_Point_of_Impact': 0,\n",
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42664         "    'Driver_IMD_Decile': -1,\n",
42665         "    'Engine_Capacity_(CC)': 1360,\n",
42666         "    'Hit_Object_in_Carriageway': 0,\n",
42667         "    'Hit_Object_off_Carriageway': 0,\n",
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42670         "    'Propulsion_Code': 1,\n",
42671         "    'Sex_of_Driver': 2,\n",
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42727         "    'Sex_of_Casualty': 2,\n",
42728         "    'Vehicle_Reference': 2}],\n",
42729         "  'Date': '31/08/2012',\n",
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42736         "  'Latitude': 52.056482,\n",
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42752         "  'Time': '10:44',\n",
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42797         " {'1st_Road_Class': 3,\n",
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42801         "  'Accident_Index': '201243S037102',\n",
42802         "  'Accident_Severity': 3,\n",
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42816         "    'Vehicle_Reference': 2}],\n",
42817         "  'Date': '09/10/2012',\n",
42818         "  'Datetime': datetime.datetime(2012, 10, 9, 19, 50),\n",
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42904         "    'Vehicle_Reference': 2}],\n",
42905         "  'Date': '19/10/2012',\n",
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42977         "  'Accident_Index': '201243S008122',\n",
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42993         "   {'Age_Band_of_Casualty': 6,\n",
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43004         "    'Sex_of_Casualty': 2,\n",
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43006         "   {'Age_Band_of_Casualty': 9,\n",
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43017         "    'Sex_of_Casualty': 2,\n",
43018         "    'Vehicle_Reference': 3}],\n",
43019         "  'Date': '02/12/2012',\n",
43020         "  'Datetime': datetime.datetime(2012, 12, 2, 17, 25),\n",
43021         "  'Day_of_Week': 1,\n",
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43025         "  'LSOA_of_Accident_Location': 'E01016785',\n",
43026         "  'Latitude': 52.054568,\n",
43027         "  'Light_Conditions': 4,\n",
43028         "  'Local_Authority_(District)': 479,\n",
43029         "  'Local_Authority_(Highway)': 'E06000042',\n",
43030         "  'Location_Easting_OSGR': 488918,\n",
43031         "  'Location_Northing_OSGR': 240372,\n",
43032         "  'Longitude': -0.704607,\n",
43033         "  'Number_of_Casualties': 3,\n",
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43037         "  'Police_Force': 43,\n",
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43039         "  'Road_Type': 3,\n",
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43041         "  'Speed_limit': 70,\n",
43042         "  'Time': '17:25',\n",
43043         "  'Urban_or_Rural_Area': 2,\n",
43044         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
43045         "    'Age_Band_of_Driver': 8,\n",
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43070         "    'Hit_Object_in_Carriageway': 0,\n",
43071         "    'Hit_Object_off_Carriageway': 0,\n",
43072         "    'Journey_Purpose_of_Driver': 6,\n",
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43084         "   {'1st_Point_of_Impact': 2,\n",
43085         "    'Age_Band_of_Driver': 9,\n",
43086         "    'Age_of_Vehicle': 12,\n",
43087         "    'Driver_Home_Area_Type': 1,\n",
43088         "    'Driver_IMD_Decile': 8,\n",
43089         "    'Engine_Capacity_(CC)': 1997,\n",
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43092         "    'Journey_Purpose_of_Driver': 6,\n",
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43100         "    'Vehicle_Manoeuvre': 3,\n",
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43102         "    'Vehicle_Type': 9,\n",
43103         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
43104         "  'Weather_Conditions': 1,\n",
43105         "  '_id': ObjectId('52a9c98292c4e16686d2b5d4'),\n",
43106         "  'loc': {'coordinates': [-0.704607, 52.054568], 'type': 'Point'}},\n",
43107         " {'1st_Road_Class': 3,\n",
43108         "  '1st_Road_Number': 509,\n",
43109         "  '2nd_Road_Class': -1,\n",
43110         "  '2nd_Road_Number': 0,\n",
43111         "  'Accident_Index': '201243S119112',\n",
43112         "  'Accident_Severity': 3,\n",
43113         "  'Carriageway_Hazards': 0,\n",
43114         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
43115         "    'Bus_or_Coach_Passenger': 0,\n",
43116         "    'Car_Passenger': 0,\n",
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43121         "    'Casualty_Type': 9,\n",
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43124         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
43125         "    'Sex_of_Casualty': 1,\n",
43126         "    'Vehicle_Reference': 2}],\n",
43127         "  'Date': '27/11/2012',\n",
43128         "  'Datetime': datetime.datetime(2012, 11, 27, 17, 50),\n",
43129         "  'Day_of_Week': 3,\n",
43130         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
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43133         "  'LSOA_of_Accident_Location': 'E01016785',\n",
43134         "  'Latitude': 52.054554,\n",
43135         "  'Light_Conditions': 4,\n",
43136         "  'Local_Authority_(District)': 479,\n",
43137         "  'Local_Authority_(Highway)': 'E06000042',\n",
43138         "  'Location_Easting_OSGR': 488890,\n",
43139         "  'Location_Northing_OSGR': 240370,\n",
43140         "  'Longitude': -0.705015,\n",
43141         "  'Number_of_Casualties': 1,\n",
43142         "  'Number_of_Vehicles': 3,\n",
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43145         "  'Police_Force': 43,\n",
43146         "  'Road_Surface_Conditions': 1,\n",
43147         "  'Road_Type': 3,\n",
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43149         "  'Speed_limit': 70,\n",
43150         "  'Time': '17:50',\n",
43151         "  'Urban_or_Rural_Area': 2,\n",
43152         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
43153         "    'Age_Band_of_Driver': 10,\n",
43154         "    'Age_of_Vehicle': 23,\n",
43155         "    'Driver_Home_Area_Type': 1,\n",
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43159         "    'Hit_Object_off_Carriageway': 0,\n",
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43172         "   {'1st_Point_of_Impact': 2,\n",
43173         "    'Age_Band_of_Driver': 7,\n",
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43178         "    'Hit_Object_in_Carriageway': 0,\n",
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43180         "    'Journey_Purpose_of_Driver': 2,\n",
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43183         "    'Sex_of_Driver': 1,\n",
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43188         "    'Vehicle_Manoeuvre': 3,\n",
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43190         "    'Vehicle_Type': 9,\n",
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43192         "   {'1st_Point_of_Impact': 2,\n",
43193         "    'Age_Band_of_Driver': 5,\n",
43194         "    'Age_of_Vehicle': 9,\n",
43195         "    'Driver_Home_Area_Type': 1,\n",
43196         "    'Driver_IMD_Decile': 4,\n",
43197         "    'Engine_Capacity_(CC)': 1397,\n",
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43199         "    'Hit_Object_off_Carriageway': 0,\n",
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43215         " {'1st_Road_Class': 5,\n",
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43217         "  '2nd_Road_Class': -1,\n",
43218         "  '2nd_Road_Number': 0,\n",
43219         "  'Accident_Index': '201243S108042',\n",
43220         "  'Accident_Severity': 3,\n",
43221         "  'Carriageway_Hazards': 0,\n",
43222         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
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43229         "    'Casualty_Type': 9,\n",
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43232         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
43233         "    'Sex_of_Casualty': 1,\n",
43234         "    'Vehicle_Reference': 2}],\n",
43235         "  'Date': '25/04/2012',\n",
43236         "  'Datetime': datetime.datetime(2012, 4, 25, 12, 57),\n",
43237         "  'Day_of_Week': 4,\n",
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43242         "  'Latitude': 52.048124,\n",
43243         "  'Light_Conditions': 1,\n",
43244         "  'Local_Authority_(District)': 479,\n",
43245         "  'Local_Authority_(Highway)': 'E06000042',\n",
43246         "  'Location_Easting_OSGR': 488630,\n",
43247         "  'Location_Northing_OSGR': 239650,\n",
43248         "  'Longitude': -0.708993,\n",
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43254         "  'Road_Surface_Conditions': 2,\n",
43255         "  'Road_Type': 3,\n",
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43257         "  'Speed_limit': 70,\n",
43258         "  'Time': '12:57',\n",
43259         "  'Urban_or_Rural_Area': 2,\n",
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43261         "    'Age_Band_of_Driver': 4,\n",
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43268         "    'Journey_Purpose_of_Driver': 2,\n",
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43280         "   {'1st_Point_of_Impact': 2,\n",
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43303         " {'1st_Road_Class': 3,\n",
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43305         "  '2nd_Road_Class': 5,\n",
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43307         "  'Accident_Index': '201243S070052',\n",
43308         "  'Accident_Severity': 3,\n",
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43321         "    'Sex_of_Casualty': 1,\n",
43322         "    'Vehicle_Reference': 1}],\n",
43323         "  'Date': '15/05/2012',\n",
43324         "  'Datetime': datetime.datetime(2012, 5, 15, 17, 27),\n",
43325         "  'Day_of_Week': 3,\n",
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43346         "  'Time': '17:27',\n",
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43368         "   {'1st_Point_of_Impact': 2,\n",
43369         "    'Age_Band_of_Driver': 10,\n",
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43376         "    'Journey_Purpose_of_Driver': 6,\n",
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43391         " {'1st_Road_Class': 3,\n",
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43393         "  '2nd_Road_Class': 5,\n",
43394         "  '2nd_Road_Number': 9011,\n",
43395         "  'Accident_Index': '201243S047122',\n",
43396         "  'Accident_Severity': 3,\n",
43397         "  'Carriageway_Hazards': 0,\n",
43398         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
43399         "    'Bus_or_Coach_Passenger': 0,\n",
43400         "    'Car_Passenger': 0,\n",
43401         "    'Casualty_Class': 1,\n",
43402         "    'Casualty_Home_Area_Type': 1,\n",
43403         "    'Casualty_Reference': 1,\n",
43404         "    'Casualty_Severity': 3,\n",
43405         "    'Casualty_Type': 9,\n",
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43408         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
43409         "    'Sex_of_Casualty': 1,\n",
43410         "    'Vehicle_Reference': 2}],\n",
43411         "  'Date': '07/12/2012',\n",
43412         "  'Datetime': datetime.datetime(2012, 12, 7, 15, 16),\n",
43413         "  'Day_of_Week': 6,\n",
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43415         "  'Junction_Control': 2,\n",
43416         "  'Junction_Detail': 1,\n",
43417         "  'LSOA_of_Accident_Location': 'E01016785',\n",
43418         "  'Latitude': 52.048757,\n",
43419         "  'Light_Conditions': 1,\n",
43420         "  'Local_Authority_(District)': 479,\n",
43421         "  'Local_Authority_(Highway)': 'E06000042',\n",
43422         "  'Location_Easting_OSGR': 488717,\n",
43423         "  'Location_Northing_OSGR': 239722,\n",
43424         "  'Longitude': -0.707706,\n",
43425         "  'Number_of_Casualties': 1,\n",
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43427         "  'Pedestrian_Crossing-Human_Control': 0,\n",
43428         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
43429         "  'Police_Force': 43,\n",
43430         "  'Road_Surface_Conditions': 1,\n",
43431         "  'Road_Type': 1,\n",
43432         "  'Special_Conditions_at_Site': 0,\n",
43433         "  'Speed_limit': 70,\n",
43434         "  'Time': '15:16',\n",
43435         "  'Urban_or_Rural_Area': 2,\n",
43436         "  'Vehicles': [{'1st_Point_of_Impact': 2,\n",
43437         "    'Age_Band_of_Driver': 6,\n",
43438         "    'Age_of_Vehicle': 5,\n",
43439         "    'Driver_Home_Area_Type': 1,\n",
43440         "    'Driver_IMD_Decile': 6,\n",
43441         "    'Engine_Capacity_(CC)': 2204,\n",
43442         "    'Hit_Object_in_Carriageway': 0,\n",
43443         "    'Hit_Object_off_Carriageway': 0,\n",
43444         "    'Journey_Purpose_of_Driver': 6,\n",
43445         "    'Junction_Location': 8,\n",
43446         "    'Propulsion_Code': 2,\n",
43447         "    'Sex_of_Driver': 1,\n",
43448         "    'Skidding_and_Overturning': 0,\n",
43449         "    'Towing_and_Articulation': 0,\n",
43450         "    'Vehicle_Leaving_Carriageway': 0,\n",
43451         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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43456         "   {'1st_Point_of_Impact': 1,\n",
43457         "    'Age_Band_of_Driver': 7,\n",
43458         "    'Age_of_Vehicle': 4,\n",
43459         "    'Driver_Home_Area_Type': 1,\n",
43460         "    'Driver_IMD_Decile': 4,\n",
43461         "    'Engine_Capacity_(CC)': 2204,\n",
43462         "    'Hit_Object_in_Carriageway': 0,\n",
43463         "    'Hit_Object_off_Carriageway': 0,\n",
43464         "    'Journey_Purpose_of_Driver': 2,\n",
43465         "    'Junction_Location': 8,\n",
43466         "    'Propulsion_Code': 2,\n",
43467         "    'Sex_of_Driver': 1,\n",
43468         "    'Skidding_and_Overturning': 0,\n",
43469         "    'Towing_and_Articulation': 0,\n",
43470         "    'Vehicle_Leaving_Carriageway': 0,\n",
43471         "    'Vehicle_Location-Restricted_Lane': 0,\n",
43472         "    'Vehicle_Manoeuvre': 18,\n",
43473         "    'Vehicle_Reference': 2,\n",
43474         "    'Vehicle_Type': 9,\n",
43475         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
43476         "  'Weather_Conditions': 1,\n",
43477         "  '_id': ObjectId('52a9c98292c4e16686d2b682'),\n",
43478         "  'loc': {'coordinates': [-0.707706, 52.048757], 'type': 'Point'}},\n",
43479         " {'1st_Road_Class': 3,\n",
43480         "  '1st_Road_Number': 4146,\n",
43481         "  '2nd_Road_Class': 5,\n",
43482         "  '2nd_Road_Number': 146,\n",
43483         "  'Accident_Index': '201243S035122',\n",
43484         "  'Accident_Severity': 3,\n",
43485         "  'Carriageway_Hazards': 0,\n",
43486         "  'Casualties': [{'Age_Band_of_Casualty': 9,\n",
43487         "    'Bus_or_Coach_Passenger': 0,\n",
43488         "    'Car_Passenger': 0,\n",
43489         "    'Casualty_Class': 1,\n",
43490         "    'Casualty_Home_Area_Type': 2,\n",
43491         "    'Casualty_Reference': 1,\n",
43492         "    'Casualty_Severity': 3,\n",
43493         "    'Casualty_Type': 9,\n",
43494         "    'Pedestrian_Location': 0,\n",
43495         "    'Pedestrian_Movement': 0,\n",
43496         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
43497         "    'Sex_of_Casualty': 2,\n",
43498         "    'Vehicle_Reference': 1}],\n",
43499         "  'Date': '12/12/2012',\n",
43500         "  'Datetime': datetime.datetime(2012, 12, 12, 17, 31),\n",
43501         "  'Day_of_Week': 4,\n",
43502         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
43503         "  'Junction_Control': 4,\n",
43504         "  'Junction_Detail': 1,\n",
43505         "  'LSOA_of_Accident_Location': 'E01016785',\n",
43506         "  'Latitude': 52.048517,\n",
43507         "  'Light_Conditions': 4,\n",
43508         "  'Local_Authority_(District)': 479,\n",
43509         "  'Local_Authority_(Highway)': 'E06000042',\n",
43510         "  'Location_Easting_OSGR': 488699,\n",
43511         "  'Location_Northing_OSGR': 239695,\n",
43512         "  'Longitude': -0.707975,\n",
43513         "  'Number_of_Casualties': 1,\n",
43514         "  'Number_of_Vehicles': 2,\n",
43515         "  'Pedestrian_Crossing-Human_Control': 0,\n",
43516         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
43517         "  'Police_Force': 43,\n",
43518         "  'Road_Surface_Conditions': 2,\n",
43519         "  'Road_Type': 1,\n",
43520         "  'Special_Conditions_at_Site': 0,\n",
43521         "  'Speed_limit': 70,\n",
43522         "  'Time': '17:31',\n",
43523         "  'Urban_or_Rural_Area': 2,\n",
43524         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
43525         "    'Age_Band_of_Driver': 9,\n",
43526         "    'Age_of_Vehicle': 9,\n",
43527         "    'Driver_Home_Area_Type': 2,\n",
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43530         "    'Hit_Object_in_Carriageway': 0,\n",
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43544         "   {'1st_Point_of_Impact': 4,\n",
43545         "    'Age_Band_of_Driver': 9,\n",
43546         "    'Age_of_Vehicle': 5,\n",
43547         "    'Driver_Home_Area_Type': 1,\n",
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43549         "    'Engine_Capacity_(CC)': 1198,\n",
43550         "    'Hit_Object_in_Carriageway': 0,\n",
43551         "    'Hit_Object_off_Carriageway': 0,\n",
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43555         "    'Sex_of_Driver': 1,\n",
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43557         "    'Towing_and_Articulation': 0,\n",
43558         "    'Vehicle_Leaving_Carriageway': 0,\n",
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43561         "    'Vehicle_Reference': 2,\n",
43562         "    'Vehicle_Type': 9,\n",
43563         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
43564         "  'Weather_Conditions': 1,\n",
43565         "  '_id': ObjectId('52a9c98292c4e16686d2b648'),\n",
43566         "  'loc': {'coordinates': [-0.707975, 52.048517], 'type': 'Point'}},\n",
43567         " {'1st_Road_Class': 3,\n",
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43569         "  '2nd_Road_Class': -1,\n",
43570         "  '2nd_Road_Number': 0,\n",
43571         "  'Accident_Index': '201243S130032',\n",
43572         "  'Accident_Severity': 2,\n",
43573         "  'Carriageway_Hazards': 0,\n",
43574         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
43575         "    'Bus_or_Coach_Passenger': 0,\n",
43576         "    'Car_Passenger': 0,\n",
43577         "    'Casualty_Class': 3,\n",
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43583         "    'Pedestrian_Movement': 7,\n",
43584         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
43585         "    'Sex_of_Casualty': 1,\n",
43586         "    'Vehicle_Reference': 1}],\n",
43587         "  'Date': '28/03/2012',\n",
43588         "  'Datetime': datetime.datetime(2012, 3, 28, 23, 45),\n",
43589         "  'Day_of_Week': 4,\n",
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43591         "  'Junction_Control': -1,\n",
43592         "  'Junction_Detail': 0,\n",
43593         "  'LSOA_of_Accident_Location': 'E01016785',\n",
43594         "  'Latitude': 52.050142,\n",
43595         "  'Light_Conditions': 5,\n",
43596         "  'Local_Authority_(District)': 479,\n",
43597         "  'Local_Authority_(Highway)': 'E06000042',\n",
43598         "  'Location_Easting_OSGR': 488940,\n",
43599         "  'Location_Northing_OSGR': 239880,\n",
43600         "  'Longitude': -0.704414,\n",
43601         "  'Number_of_Casualties': 1,\n",
43602         "  'Number_of_Vehicles': 1,\n",
43603         "  'Pedestrian_Crossing-Human_Control': 0,\n",
43604         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
43605         "  'Police_Force': 43,\n",
43606         "  'Road_Surface_Conditions': 1,\n",
43607         "  'Road_Type': 3,\n",
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43609         "  'Speed_limit': 70,\n",
43610         "  'Time': '23:45',\n",
43611         "  'Urban_or_Rural_Area': 2,\n",
43612         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
43613         "    'Age_Band_of_Driver': 8,\n",
43614         "    'Age_of_Vehicle': 1,\n",
43615         "    'Driver_Home_Area_Type': 1,\n",
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43617         "    'Engine_Capacity_(CC)': 12419,\n",
43618         "    'Hit_Object_in_Carriageway': 0,\n",
43619         "    'Hit_Object_off_Carriageway': 0,\n",
43620         "    'Journey_Purpose_of_Driver': 1,\n",
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43622         "    'Propulsion_Code': 2,\n",
43623         "    'Sex_of_Driver': 1,\n",
43624         "    'Skidding_and_Overturning': 1,\n",
43625         "    'Towing_and_Articulation': 1,\n",
43626         "    'Vehicle_Leaving_Carriageway': 0,\n",
43627         "    'Vehicle_Location-Restricted_Lane': 0,\n",
43628         "    'Vehicle_Manoeuvre': 18,\n",
43629         "    'Vehicle_Reference': 1,\n",
43630         "    'Vehicle_Type': 21,\n",
43631         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
43632         "  'Weather_Conditions': 1,\n",
43633         "  '_id': ObjectId('52a9c98292c4e16686d2b817'),\n",
43634         "  'loc': {'coordinates': [-0.704414, 52.050142], 'type': 'Point'}},\n",
43635         " {'1st_Road_Class': 3,\n",
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43639         "  'Accident_Index': '201243S034092',\n",
43640         "  'Accident_Severity': 2,\n",
43641         "  'Carriageway_Hazards': 0,\n",
43642         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
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43649         "    'Casualty_Type': 9,\n",
43650         "    'Pedestrian_Location': 0,\n",
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43653         "    'Sex_of_Casualty': 1,\n",
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43655         "   {'Age_Band_of_Casualty': 6,\n",
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43666         "    'Sex_of_Casualty': 1,\n",
43667         "    'Vehicle_Reference': 1}],\n",
43668         "  'Date': '07/09/2012',\n",
43669         "  'Datetime': datetime.datetime(2012, 9, 7, 20, 40),\n",
43670         "  'Day_of_Week': 6,\n",
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43674         "  'LSOA_of_Accident_Location': 'E01016785',\n",
43675         "  'Latitude': 52.046421,\n",
43676         "  'Light_Conditions': 4,\n",
43677         "  'Local_Authority_(District)': 479,\n",
43678         "  'Local_Authority_(Highway)': 'E06000042',\n",
43679         "  'Location_Easting_OSGR': 489160,\n",
43680         "  'Location_Northing_OSGR': 239470,\n",
43681         "  'Longitude': -0.701313,\n",
43682         "  'Number_of_Casualties': 2,\n",
43683         "  'Number_of_Vehicles': 1,\n",
43684         "  'Pedestrian_Crossing-Human_Control': 0,\n",
43685         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
43686         "  'Police_Force': 43,\n",
43687         "  'Road_Surface_Conditions': 1,\n",
43688         "  'Road_Type': 3,\n",
43689         "  'Special_Conditions_at_Site': 0,\n",
43690         "  'Speed_limit': 70,\n",
43691         "  'Time': '20:40',\n",
43692         "  'Urban_or_Rural_Area': 2,\n",
43693         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
43694         "    'Age_Band_of_Driver': 4,\n",
43695         "    'Age_of_Vehicle': 11,\n",
43696         "    'Driver_Home_Area_Type': 2,\n",
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43700         "    'Hit_Object_off_Carriageway': 0,\n",
43701         "    'Journey_Purpose_of_Driver': 6,\n",
43702         "    'Junction_Location': 0,\n",
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43704         "    'Sex_of_Driver': 1,\n",
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43706         "    'Towing_and_Articulation': 0,\n",
43707         "    'Vehicle_Leaving_Carriageway': 0,\n",
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43709         "    'Vehicle_Manoeuvre': 18,\n",
43710         "    'Vehicle_Reference': 1,\n",
43711         "    'Vehicle_Type': 9,\n",
43712         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
43713         "  'Weather_Conditions': 1,\n",
43714         "  '_id': ObjectId('52a9c98292c4e16686d2b643'),\n",
43715         "  'loc': {'coordinates': [-0.701313, 52.046421], 'type': 'Point'}},\n",
43716         " {'1st_Road_Class': 5,\n",
43717         "  '1st_Road_Number': 8007,\n",
43718         "  '2nd_Road_Class': 6,\n",
43719         "  '2nd_Road_Number': 1069,\n",
43720         "  'Accident_Index': '201243S101012',\n",
43721         "  'Accident_Severity': 3,\n",
43722         "  'Carriageway_Hazards': 0,\n",
43723         "  'Casualties': [{'Age_Band_of_Casualty': 3,\n",
43724         "    'Bus_or_Coach_Passenger': 0,\n",
43725         "    'Car_Passenger': 2,\n",
43726         "    'Casualty_Class': 2,\n",
43727         "    'Casualty_Home_Area_Type': 1,\n",
43728         "    'Casualty_Reference': 3,\n",
43729         "    'Casualty_Severity': 3,\n",
43730         "    'Casualty_Type': 9,\n",
43731         "    'Pedestrian_Location': 0,\n",
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43733         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
43734         "    'Sex_of_Casualty': 1,\n",
43735         "    'Vehicle_Reference': 1},\n",
43736         "   {'Age_Band_of_Casualty': 7,\n",
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43738         "    'Car_Passenger': 1,\n",
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43747         "    'Sex_of_Casualty': 2,\n",
43748         "    'Vehicle_Reference': 1},\n",
43749         "   {'Age_Band_of_Casualty': 8,\n",
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43755         "    'Casualty_Severity': 3,\n",
43756         "    'Casualty_Type': 9,\n",
43757         "    'Pedestrian_Location': 0,\n",
43758         "    'Pedestrian_Movement': 0,\n",
43759         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
43760         "    'Sex_of_Casualty': 2,\n",
43761         "    'Vehicle_Reference': 2},\n",
43762         "   {'Age_Band_of_Casualty': 8,\n",
43763         "    'Bus_or_Coach_Passenger': 0,\n",
43764         "    'Car_Passenger': 1,\n",
43765         "    'Casualty_Class': 2,\n",
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43772         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
43773         "    'Sex_of_Casualty': 2,\n",
43774         "    'Vehicle_Reference': 2}],\n",
43775         "  'Date': '29/01/2012',\n",
43776         "  'Datetime': datetime.datetime(2012, 1, 29, 19, 0),\n",
43777         "  'Day_of_Week': 1,\n",
43778         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
43779         "  'Junction_Control': 4,\n",
43780         "  'Junction_Detail': 3,\n",
43781         "  'LSOA_of_Accident_Location': 'E01016782',\n",
43782         "  'Latitude': 52.036888,\n",
43783         "  'Light_Conditions': 4,\n",
43784         "  'Local_Authority_(District)': 479,\n",
43785         "  'Local_Authority_(Highway)': 'E06000042',\n",
43786         "  'Location_Easting_OSGR': 488070,\n",
43787         "  'Location_Northing_OSGR': 238390,\n",
43788         "  'Longitude': -0.717481,\n",
43789         "  'Number_of_Casualties': 4,\n",
43790         "  'Number_of_Vehicles': 2,\n",
43791         "  'Pedestrian_Crossing-Human_Control': 0,\n",
43792         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
43793         "  'Police_Force': 43,\n",
43794         "  'Road_Surface_Conditions': 1,\n",
43795         "  'Road_Type': 6,\n",
43796         "  'Special_Conditions_at_Site': 0,\n",
43797         "  'Speed_limit': 60,\n",
43798         "  'Time': '19:00',\n",
43799         "  'Urban_or_Rural_Area': 2,\n",
43800         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
43801         "    'Age_Band_of_Driver': 8,\n",
43802         "    'Age_of_Vehicle': 7,\n",
43803         "    'Driver_Home_Area_Type': 1,\n",
43804         "    'Driver_IMD_Decile': 8,\n",
43805         "    'Engine_Capacity_(CC)': 2460,\n",
43806         "    'Hit_Object_in_Carriageway': 0,\n",
43807         "    'Hit_Object_off_Carriageway': 0,\n",
43808         "    'Journey_Purpose_of_Driver': 6,\n",
43809         "    'Junction_Location': 8,\n",
43810         "    'Propulsion_Code': 2,\n",
43811         "    'Sex_of_Driver': 1,\n",
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43813         "    'Towing_and_Articulation': 0,\n",
43814         "    'Vehicle_Leaving_Carriageway': 0,\n",
43815         "    'Vehicle_Location-Restricted_Lane': 0,\n",
43816         "    'Vehicle_Manoeuvre': 9,\n",
43817         "    'Vehicle_Reference': 1,\n",
43818         "    'Vehicle_Type': 9,\n",
43819         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
43820         "   {'1st_Point_of_Impact': 1,\n",
43821         "    'Age_Band_of_Driver': 8,\n",
43822         "    'Age_of_Vehicle': 6,\n",
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43825         "    'Engine_Capacity_(CC)': 1198,\n",
43826         "    'Hit_Object_in_Carriageway': 0,\n",
43827         "    'Hit_Object_off_Carriageway': 0,\n",
43828         "    'Journey_Purpose_of_Driver': 6,\n",
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43830         "    'Propulsion_Code': 1,\n",
43831         "    'Sex_of_Driver': 2,\n",
43832         "    'Skidding_and_Overturning': 1,\n",
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43834         "    'Vehicle_Leaving_Carriageway': 0,\n",
43835         "    'Vehicle_Location-Restricted_Lane': 0,\n",
43836         "    'Vehicle_Manoeuvre': 18,\n",
43837         "    'Vehicle_Reference': 2,\n",
43838         "    'Vehicle_Type': 9,\n",
43839         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
43840         "  'Weather_Conditions': 1,\n",
43841         "  '_id': ObjectId('52a9c98292c4e16686d2b787'),\n",
43842         "  'loc': {'coordinates': [-0.717481, 52.036888], 'type': 'Point'}},\n",
43843         " {'1st_Road_Class': 5,\n",
43844         "  '1st_Road_Number': 8007,\n",
43845         "  '2nd_Road_Class': -1,\n",
43846         "  '2nd_Road_Number': 0,\n",
43847         "  'Accident_Index': '201243S036112',\n",
43848         "  'Accident_Severity': 3,\n",
43849         "  'Carriageway_Hazards': 0,\n",
43850         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
43851         "    'Bus_or_Coach_Passenger': 0,\n",
43852         "    'Car_Passenger': 0,\n",
43853         "    'Casualty_Class': 1,\n",
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43855         "    'Casualty_Reference': 1,\n",
43856         "    'Casualty_Severity': 3,\n",
43857         "    'Casualty_Type': 9,\n",
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43860         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
43861         "    'Sex_of_Casualty': 2,\n",
43862         "    'Vehicle_Reference': 1},\n",
43863         "   {'Age_Band_of_Casualty': 5,\n",
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43866         "    'Casualty_Class': 1,\n",
43867         "    'Casualty_Home_Area_Type': 3,\n",
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43869         "    'Casualty_Severity': 3,\n",
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43873         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
43874         "    'Sex_of_Casualty': 2,\n",
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43876         "   {'Age_Band_of_Casualty': 6,\n",
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43887         "    'Sex_of_Casualty': 2,\n",
43888         "    'Vehicle_Reference': 3}],\n",
43889         "  'Date': '06/11/2012',\n",
43890         "  'Datetime': datetime.datetime(2012, 11, 6, 17, 53),\n",
43891         "  'Day_of_Week': 3,\n",
43892         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
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43895         "  'LSOA_of_Accident_Location': 'E01016782',\n",
43896         "  'Latitude': 52.037215,\n",
43897         "  'Light_Conditions': 4,\n",
43898         "  'Local_Authority_(District)': 479,\n",
43899         "  'Local_Authority_(Highway)': 'E06000042',\n",
43900         "  'Location_Easting_OSGR': 488270,\n",
43901         "  'Location_Northing_OSGR': 238430,\n",
43902         "  'Longitude': -0.714556,\n",
43903         "  'Number_of_Casualties': 3,\n",
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43907         "  'Police_Force': 43,\n",
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43909         "  'Road_Type': 6,\n",
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43911         "  'Speed_limit': 60,\n",
43912         "  'Time': '17:53',\n",
43913         "  'Urban_or_Rural_Area': 2,\n",
43914         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
43915         "    'Age_Band_of_Driver': 4,\n",
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43934         "   {'1st_Point_of_Impact': 2,\n",
43935         "    'Age_Band_of_Driver': 5,\n",
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43938         "    'Driver_IMD_Decile': 7,\n",
43939         "    'Engine_Capacity_(CC)': 1798,\n",
43940         "    'Hit_Object_in_Carriageway': 0,\n",
43941         "    'Hit_Object_off_Carriageway': 0,\n",
43942         "    'Journey_Purpose_of_Driver': 2,\n",
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43952         "    'Vehicle_Type': 9,\n",
43953         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
43954         "   {'1st_Point_of_Impact': 2,\n",
43955         "    'Age_Band_of_Driver': 6,\n",
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43961         "    'Hit_Object_off_Carriageway': 0,\n",
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43972         "    'Vehicle_Type': 9,\n",
43973         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
43974         "  'Weather_Conditions': 1,\n",
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43976         "  'loc': {'coordinates': [-0.714556, 52.037215], 'type': 'Point'}},\n",
43977         " {'1st_Road_Class': 5,\n",
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43979         "  '2nd_Road_Class': 6,\n",
43980         "  '2nd_Road_Number': 441,\n",
43981         "  'Accident_Index': '201243S108072',\n",
43982         "  'Accident_Severity': 3,\n",
43983         "  'Carriageway_Hazards': 0,\n",
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43990         "    'Casualty_Severity': 3,\n",
43991         "    'Casualty_Type': 9,\n",
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43997         "   {'Age_Band_of_Casualty': 8,\n",
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44010         "   {'Age_Band_of_Casualty': 8,\n",
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44021         "    'Sex_of_Casualty': 2,\n",
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44023         "   {'Age_Band_of_Casualty': 7,\n",
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44025         "    'Car_Passenger': 2,\n",
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44034         "    'Sex_of_Casualty': 2,\n",
44035         "    'Vehicle_Reference': 2}],\n",
44036         "  'Date': '25/07/2012',\n",
44037         "  'Datetime': datetime.datetime(2012, 7, 25, 17, 55),\n",
44038         "  'Day_of_Week': 4,\n",
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44042         "  'LSOA_of_Accident_Location': 'E01016712',\n",
44043         "  'Latitude': 52.019861,\n",
44044         "  'Light_Conditions': 1,\n",
44045         "  'Local_Authority_(District)': 479,\n",
44046         "  'Local_Authority_(Highway)': 'E06000042',\n",
44047         "  'Location_Easting_OSGR': 488310,\n",
44048         "  'Location_Northing_OSGR': 236500,\n",
44049         "  'Longitude': -0.71447,\n",
44050         "  'Number_of_Casualties': 4,\n",
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44055         "  'Road_Surface_Conditions': 1,\n",
44056         "  'Road_Type': 3,\n",
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44058         "  'Speed_limit': 70,\n",
44059         "  'Time': '17:55',\n",
44060         "  'Urban_or_Rural_Area': 2,\n",
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44067         "    'Hit_Object_in_Carriageway': 0,\n",
44068         "    'Hit_Object_off_Carriageway': 0,\n",
44069         "    'Journey_Purpose_of_Driver': 6,\n",
44070         "    'Junction_Location': 8,\n",
44071         "    'Propulsion_Code': 1,\n",
44072         "    'Sex_of_Driver': 1,\n",
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44074         "    'Towing_and_Articulation': 0,\n",
44075         "    'Vehicle_Leaving_Carriageway': 0,\n",
44076         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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44081         "   {'1st_Point_of_Impact': 1,\n",
44082         "    'Age_Band_of_Driver': 8,\n",
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44084         "    'Driver_Home_Area_Type': 1,\n",
44085         "    'Driver_IMD_Decile': 7,\n",
44086         "    'Engine_Capacity_(CC)': 1242,\n",
44087         "    'Hit_Object_in_Carriageway': 0,\n",
44088         "    'Hit_Object_off_Carriageway': 1,\n",
44089         "    'Journey_Purpose_of_Driver': 2,\n",
44090         "    'Junction_Location': 1,\n",
44091         "    'Propulsion_Code': 1,\n",
44092         "    'Sex_of_Driver': 2,\n",
44093         "    'Skidding_and_Overturning': 0,\n",
44094         "    'Towing_and_Articulation': 0,\n",
44095         "    'Vehicle_Leaving_Carriageway': 0,\n",
44096         "    'Vehicle_Location-Restricted_Lane': 0,\n",
44097         "    'Vehicle_Manoeuvre': 18,\n",
44098         "    'Vehicle_Reference': 2,\n",
44099         "    'Vehicle_Type': 9,\n",
44100         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
44101         "  'Weather_Conditions': 1,\n",
44102         "  '_id': ObjectId('52a9c98292c4e16686d2b7aa'),\n",
44103         "  'loc': {'coordinates': [-0.71447, 52.019861], 'type': 'Point'}},\n",
44104         " {'1st_Road_Class': 5,\n",
44105         "  '1st_Road_Number': 149,\n",
44106         "  '2nd_Road_Class': 6,\n",
44107         "  '2nd_Road_Number': 441,\n",
44108         "  'Accident_Index': '201243S100102',\n",
44109         "  'Accident_Severity': 1,\n",
44110         "  'Carriageway_Hazards': 0,\n",
44111         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
44112         "    'Bus_or_Coach_Passenger': 0,\n",
44113         "    'Car_Passenger': 0,\n",
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44115         "    'Casualty_Home_Area_Type': 1,\n",
44116         "    'Casualty_Reference': 2,\n",
44117         "    'Casualty_Severity': 2,\n",
44118         "    'Casualty_Type': 9,\n",
44119         "    'Pedestrian_Location': 0,\n",
44120         "    'Pedestrian_Movement': 0,\n",
44121         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
44122         "    'Sex_of_Casualty': 1,\n",
44123         "    'Vehicle_Reference': 1},\n",
44124         "   {'Age_Band_of_Casualty': 5,\n",
44125         "    'Bus_or_Coach_Passenger': 0,\n",
44126         "    'Car_Passenger': 0,\n",
44127         "    'Casualty_Class': 1,\n",
44128         "    'Casualty_Home_Area_Type': 1,\n",
44129         "    'Casualty_Reference': 1,\n",
44130         "    'Casualty_Severity': 1,\n",
44131         "    'Casualty_Type': 5,\n",
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44134         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
44135         "    'Sex_of_Casualty': 1,\n",
44136         "    'Vehicle_Reference': 2}],\n",
44137         "  'Date': '24/10/2012',\n",
44138         "  'Datetime': datetime.datetime(2012, 10, 24, 20, 0),\n",
44139         "  'Day_of_Week': 4,\n",
44140         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
44141         "  'Junction_Control': 4,\n",
44142         "  'Junction_Detail': 3,\n",
44143         "  'LSOA_of_Accident_Location': 'E01016712',\n",
44144         "  'Latitude': 52.019951,\n",
44145         "  'Light_Conditions': 4,\n",
44146         "  'Local_Authority_(District)': 479,\n",
44147         "  'Local_Authority_(Highway)': 'E06000042',\n",
44148         "  'Location_Easting_OSGR': 488310,\n",
44149         "  'Location_Northing_OSGR': 236510,\n",
44150         "  'Longitude': -0.714468,\n",
44151         "  'Number_of_Casualties': 2,\n",
44152         "  'Number_of_Vehicles': 2,\n",
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44154         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
44155         "  'Police_Force': 43,\n",
44156         "  'Road_Surface_Conditions': 2,\n",
44157         "  'Road_Type': 3,\n",
44158         "  'Special_Conditions_at_Site': 0,\n",
44159         "  'Speed_limit': 70,\n",
44160         "  'Time': '20:00',\n",
44161         "  'Urban_or_Rural_Area': 2,\n",
44162         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
44163         "    'Age_Band_of_Driver': 6,\n",
44164         "    'Age_of_Vehicle': 12,\n",
44165         "    'Driver_Home_Area_Type': 1,\n",
44166         "    'Driver_IMD_Decile': 3,\n",
44167         "    'Engine_Capacity_(CC)': 1360,\n",
44168         "    'Hit_Object_in_Carriageway': 0,\n",
44169         "    'Hit_Object_off_Carriageway': 0,\n",
44170         "    'Journey_Purpose_of_Driver': 6,\n",
44171         "    'Junction_Location': 8,\n",
44172         "    'Propulsion_Code': 1,\n",
44173         "    'Sex_of_Driver': 1,\n",
44174         "    'Skidding_and_Overturning': 5,\n",
44175         "    'Towing_and_Articulation': 0,\n",
44176         "    'Vehicle_Leaving_Carriageway': 0,\n",
44177         "    'Vehicle_Location-Restricted_Lane': 0,\n",
44178         "    'Vehicle_Manoeuvre': 9,\n",
44179         "    'Vehicle_Reference': 1,\n",
44180         "    'Vehicle_Type': 9,\n",
44181         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
44182         "   {'1st_Point_of_Impact': 1,\n",
44183         "    'Age_Band_of_Driver': 5,\n",
44184         "    'Age_of_Vehicle': 13,\n",
44185         "    'Driver_Home_Area_Type': 1,\n",
44186         "    'Driver_IMD_Decile': 8,\n",
44187         "    'Engine_Capacity_(CC)': 600,\n",
44188         "    'Hit_Object_in_Carriageway': 0,\n",
44189         "    'Hit_Object_off_Carriageway': 0,\n",
44190         "    'Journey_Purpose_of_Driver': 6,\n",
44191         "    'Junction_Location': 8,\n",
44192         "    'Propulsion_Code': 1,\n",
44193         "    'Sex_of_Driver': 1,\n",
44194         "    'Skidding_and_Overturning': 5,\n",
44195         "    'Towing_and_Articulation': 0,\n",
44196         "    'Vehicle_Leaving_Carriageway': 0,\n",
44197         "    'Vehicle_Location-Restricted_Lane': 0,\n",
44198         "    'Vehicle_Manoeuvre': 18,\n",
44199         "    'Vehicle_Reference': 2,\n",
44200         "    'Vehicle_Type': 5,\n",
44201         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
44202         "  'Weather_Conditions': 2,\n",
44203         "  '_id': ObjectId('52a9c98292c4e16686d2b785'),\n",
44204         "  'loc': {'coordinates': [-0.714468, 52.019951], 'type': 'Point'}},\n",
44205         " {'1st_Road_Class': 3,\n",
44206         "  '1st_Road_Number': 421,\n",
44207         "  '2nd_Road_Class': -1,\n",
44208         "  '2nd_Road_Number': 0,\n",
44209         "  'Accident_Index': '201243S095122',\n",
44210         "  'Accident_Severity': 3,\n",
44211         "  'Carriageway_Hazards': 2,\n",
44212         "  'Casualties': [{'Age_Band_of_Casualty': 10,\n",
44213         "    'Bus_or_Coach_Passenger': 0,\n",
44214         "    'Car_Passenger': 0,\n",
44215         "    'Casualty_Class': 1,\n",
44216         "    'Casualty_Home_Area_Type': -1,\n",
44217         "    'Casualty_Reference': 1,\n",
44218         "    'Casualty_Severity': 3,\n",
44219         "    'Casualty_Type': 9,\n",
44220         "    'Pedestrian_Location': 0,\n",
44221         "    'Pedestrian_Movement': 0,\n",
44222         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
44223         "    'Sex_of_Casualty': 1,\n",
44224         "    'Vehicle_Reference': 2}],\n",
44225         "  'Date': '19/12/2012',\n",
44226         "  'Datetime': datetime.datetime(2012, 12, 19, 21, 15),\n",
44227         "  'Day_of_Week': 4,\n",
44228         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
44229         "  'Junction_Control': -1,\n",
44230         "  'Junction_Detail': 0,\n",
44231         "  'LSOA_of_Accident_Location': 'E01016784',\n",
44232         "  'Latitude': 52.027272,\n",
44233         "  'Light_Conditions': 4,\n",
44234         "  'Local_Authority_(District)': 479,\n",
44235         "  'Local_Authority_(Highway)': 'E06000042',\n",
44236         "  'Location_Easting_OSGR': 488224,\n",
44237         "  'Location_Northing_OSGR': 237323,\n",
44238         "  'Longitude': -0.715511,\n",
44239         "  'Number_of_Casualties': 1,\n",
44240         "  'Number_of_Vehicles': 2,\n",
44241         "  'Pedestrian_Crossing-Human_Control': 0,\n",
44242         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
44243         "  'Police_Force': 43,\n",
44244         "  'Road_Surface_Conditions': 2,\n",
44245         "  'Road_Type': 3,\n",
44246         "  'Special_Conditions_at_Site': 0,\n",
44247         "  'Speed_limit': 70,\n",
44248         "  'Time': '21:15',\n",
44249         "  'Urban_or_Rural_Area': 2,\n",
44250         "  'Vehicles': [{'1st_Point_of_Impact': 2,\n",
44251         "    'Age_Band_of_Driver': 5,\n",
44252         "    'Age_of_Vehicle': 11,\n",
44253         "    'Driver_Home_Area_Type': 1,\n",
44254         "    'Driver_IMD_Decile': 7,\n",
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44269         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
44270         "   {'1st_Point_of_Impact': 1,\n",
44271         "    'Age_Band_of_Driver': 10,\n",
44272         "    'Age_of_Vehicle': 2,\n",
44273         "    'Driver_Home_Area_Type': -1,\n",
44274         "    'Driver_IMD_Decile': -1,\n",
44275         "    'Engine_Capacity_(CC)': 1461,\n",
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44277         "    'Hit_Object_off_Carriageway': 0,\n",
44278         "    'Journey_Purpose_of_Driver': 6,\n",
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44280         "    'Propulsion_Code': 2,\n",
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44288         "    'Vehicle_Type': 9,\n",
44289         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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44293         " {'1st_Road_Class': 5,\n",
44294         "  '1st_Road_Number': 9009,\n",
44295         "  '2nd_Road_Class': 6,\n",
44296         "  '2nd_Road_Number': 1072,\n",
44297         "  'Accident_Index': '201243S079102',\n",
44298         "  'Accident_Severity': 3,\n",
44299         "  'Carriageway_Hazards': 0,\n",
44300         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
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44311         "    'Sex_of_Casualty': 1,\n",
44312         "    'Vehicle_Reference': 1}],\n",
44313         "  'Date': '18/10/2012',\n",
44314         "  'Datetime': datetime.datetime(2012, 10, 18, 15, 45),\n",
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44320         "  'Latitude': 52.028407,\n",
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44322         "  'Local_Authority_(District)': 479,\n",
44323         "  'Local_Authority_(Highway)': 'E06000042',\n",
44324         "  'Location_Easting_OSGR': 488830,\n",
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44326         "  'Longitude': -0.706646,\n",
44327         "  'Number_of_Casualties': 1,\n",
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44335         "  'Speed_limit': 60,\n",
44336         "  'Time': '15:45',\n",
44337         "  'Urban_or_Rural_Area': 2,\n",
44338         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
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44365         "  'Accident_Index': '201243S142102',\n",
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44380         "    'Vehicle_Reference': 2}],\n",
44381         "  'Date': '30/10/2012',\n",
44382         "  'Datetime': datetime.datetime(2012, 10, 30, 17, 0),\n",
44383         "  'Day_of_Week': 3,\n",
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44388         "  'Latitude': 52.028589,\n",
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44392         "  'Location_Easting_OSGR': 488820,\n",
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44403         "  'Speed_limit': 60,\n",
44404         "  'Time': '17:00',\n",
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44426         "   {'1st_Point_of_Impact': 4,\n",
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44449         " {'1st_Road_Class': 5,\n",
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44451         "  '2nd_Road_Class': 6,\n",
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44453         "  'Accident_Index': '201243S127102',\n",
44454         "  'Accident_Severity': 3,\n",
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44468         "    'Vehicle_Reference': 2}],\n",
44469         "  'Date': '26/10/2012',\n",
44470         "  'Datetime': datetime.datetime(2012, 10, 26, 10, 10),\n",
44471         "  'Day_of_Week': 6,\n",
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44477         "  'Light_Conditions': 1,\n",
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44480         "  'Location_Easting_OSGR': 488730,\n",
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44492         "  'Time': '10:10',\n",
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44497         "    'Driver_Home_Area_Type': -1,\n",
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44500         "    'Hit_Object_in_Carriageway': 0,\n",
44501         "    'Hit_Object_off_Carriageway': 0,\n",
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44504         "    'Propulsion_Code': 2,\n",
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44514         "   {'1st_Point_of_Impact': 2,\n",
44515         "    'Age_Band_of_Driver': 7,\n",
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44541         "  'Accident_Index': '201243S060032',\n",
44542         "  'Accident_Severity': 3,\n",
44543         "  'Carriageway_Hazards': 0,\n",
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44555         "    'Sex_of_Casualty': 2,\n",
44556         "    'Vehicle_Reference': 2}],\n",
44557         "  'Date': '12/03/2012',\n",
44558         "  'Datetime': datetime.datetime(2012, 3, 12, 12, 30),\n",
44559         "  'Day_of_Week': 2,\n",
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44563         "  'LSOA_of_Accident_Location': 'E01016820',\n",
44564         "  'Latitude': 52.020444,\n",
44565         "  'Light_Conditions': 1,\n",
44566         "  'Local_Authority_(District)': 479,\n",
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44568         "  'Location_Easting_OSGR': 489160,\n",
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44570         "  'Longitude': -0.702066,\n",
44571         "  'Number_of_Casualties': 1,\n",
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44575         "  'Police_Force': 43,\n",
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44577         "  'Road_Type': 6,\n",
44578         "  'Special_Conditions_at_Site': 0,\n",
44579         "  'Speed_limit': 60,\n",
44580         "  'Time': '12:30',\n",
44581         "  'Urban_or_Rural_Area': 1,\n",
44582         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
44583         "    'Age_Band_of_Driver': 4,\n",
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44589         "    'Hit_Object_off_Carriageway': 0,\n",
44590         "    'Journey_Purpose_of_Driver': 2,\n",
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44592         "    'Propulsion_Code': 1,\n",
44593         "    'Sex_of_Driver': 1,\n",
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44595         "    'Towing_and_Articulation': 0,\n",
44596         "    'Vehicle_Leaving_Carriageway': 0,\n",
44597         "    'Vehicle_Location-Restricted_Lane': 0,\n",
44598         "    'Vehicle_Manoeuvre': 9,\n",
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44600         "    'Vehicle_Type': 9,\n",
44601         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
44602         "   {'1st_Point_of_Impact': 1,\n",
44603         "    'Age_Band_of_Driver': 7,\n",
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44608         "    'Hit_Object_in_Carriageway': 0,\n",
44609         "    'Hit_Object_off_Carriageway': 0,\n",
44610         "    'Journey_Purpose_of_Driver': 2,\n",
44611         "    'Junction_Location': 1,\n",
44612         "    'Propulsion_Code': 1,\n",
44613         "    'Sex_of_Driver': 2,\n",
44614         "    'Skidding_and_Overturning': 0,\n",
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44616         "    'Vehicle_Leaving_Carriageway': 0,\n",
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44618         "    'Vehicle_Manoeuvre': 18,\n",
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44620         "    'Vehicle_Type': 9,\n",
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44625         " {'1st_Road_Class': 5,\n",
44626         "  '1st_Road_Number': 40,\n",
44627         "  '2nd_Road_Class': -1,\n",
44628         "  '2nd_Road_Number': 0,\n",
44629         "  'Accident_Index': '201243S027112',\n",
44630         "  'Accident_Severity': 3,\n",
44631         "  'Carriageway_Hazards': 0,\n",
44632         "  'Casualties': [{'Age_Band_of_Casualty': 3,\n",
44633         "    'Bus_or_Coach_Passenger': 0,\n",
44634         "    'Car_Passenger': 0,\n",
44635         "    'Casualty_Class': 3,\n",
44636         "    'Casualty_Home_Area_Type': 1,\n",
44637         "    'Casualty_Reference': 1,\n",
44638         "    'Casualty_Severity': 3,\n",
44639         "    'Casualty_Type': 0,\n",
44640         "    'Pedestrian_Location': 5,\n",
44641         "    'Pedestrian_Movement': 1,\n",
44642         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
44643         "    'Sex_of_Casualty': 1,\n",
44644         "    'Vehicle_Reference': 1}],\n",
44645         "  'Date': '08/11/2012',\n",
44646         "  'Datetime': datetime.datetime(2012, 11, 8, 7, 40),\n",
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44725         "    'Vehicle_Reference': 2}],\n",
44726         "  'Date': '15/05/2012',\n",
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44814         "  'Date': '07/09/2012',\n",
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44901         "    'Vehicle_Reference': 2}],\n",
44902         "  'Date': '03/03/2012',\n",
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44925         "  'Time': '12:50',\n",
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44974         "  'Accident_Index': '201243S127032',\n",
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44976         "  'Carriageway_Hazards': 0,\n",
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44989         "    'Vehicle_Reference': 1}],\n",
44990         "  'Date': '26/03/2012',\n",
44991         "  'Datetime': datetime.datetime(2012, 3, 26, 13, 3),\n",
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45001         "  'Location_Easting_OSGR': 488750,\n",
45002         "  'Location_Northing_OSGR': 237760,\n",
45003         "  'Longitude': -0.707734,\n",
45004         "  'Number_of_Casualties': 1,\n",
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45010         "  'Road_Type': 3,\n",
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45012         "  'Speed_limit': 70,\n",
45013         "  'Time': '13:03',\n",
45014         "  'Urban_or_Rural_Area': 2,\n",
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45042         "  'Accident_Index': '201243S052092',\n",
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45159         "  'Date': '02/04/2012',\n",
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45182         "  'Time': '21:45',\n",
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45231         "  'Accident_Index': '201243S104012',\n",
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45246         "    'Vehicle_Reference': 2}],\n",
45247         "  'Date': '30/01/2012',\n",
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45319         "  'Accident_Index': '201243S059032',\n",
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45334         "    'Vehicle_Reference': 2}],\n",
45335         "  'Date': '11/03/2012',\n",
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45358         "  'Time': '14:08',\n",
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45370         "    'Propulsion_Code': 1,\n",
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45380         "   {'1st_Point_of_Impact': 4,\n",
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45403         " {'1st_Road_Class': 3,\n",
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45405         "  '2nd_Road_Class': 6,\n",
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45407         "  'Accident_Index': '201243S025052',\n",
45408         "  'Accident_Severity': 3,\n",
45409         "  'Carriageway_Hazards': 0,\n",
45410         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
45411         "    'Bus_or_Coach_Passenger': 0,\n",
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45420         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
45421         "    'Sex_of_Casualty': 2,\n",
45422         "    'Vehicle_Reference': 2}],\n",
45423         "  'Date': '05/05/2012',\n",
45424         "  'Datetime': datetime.datetime(2012, 5, 5, 17, 28),\n",
45425         "  'Day_of_Week': 7,\n",
45426         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
45427         "  'Junction_Control': 4,\n",
45428         "  'Junction_Detail': 3,\n",
45429         "  'LSOA_of_Accident_Location': 'E01016783',\n",
45430         "  'Latitude': 52.038236,\n",
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45432         "  'Local_Authority_(District)': 479,\n",
45433         "  'Local_Authority_(Highway)': 'E06000042',\n",
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45435         "  'Location_Northing_OSGR': 238570,\n",
45436         "  'Longitude': -0.692948,\n",
45437         "  'Number_of_Casualties': 1,\n",
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45443         "  'Road_Type': 3,\n",
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45445         "  'Speed_limit': 70,\n",
45446         "  'Time': '17:28',\n",
45447         "  'Urban_or_Rural_Area': 1,\n",
45448         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
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45450         "    'Age_of_Vehicle': 5,\n",
45451         "    'Driver_Home_Area_Type': 1,\n",
45452         "    'Driver_IMD_Decile': 3,\n",
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45457         "    'Junction_Location': 8,\n",
45458         "    'Propulsion_Code': 2,\n",
45459         "    'Sex_of_Driver': 1,\n",
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45468         "   {'1st_Point_of_Impact': 4,\n",
45469         "    'Age_Band_of_Driver': 6,\n",
45470         "    'Age_of_Vehicle': 7,\n",
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45473         "    'Engine_Capacity_(CC)': 1229,\n",
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45475         "    'Hit_Object_off_Carriageway': 0,\n",
45476         "    'Journey_Purpose_of_Driver': 2,\n",
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45479         "    'Sex_of_Driver': 2,\n",
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45486         "    'Vehicle_Type': 9,\n",
45487         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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45491         " {'1st_Road_Class': 3,\n",
45492         "  '1st_Road_Number': 4146,\n",
45493         "  '2nd_Road_Class': 6,\n",
45494         "  '2nd_Road_Number': 1103,\n",
45495         "  'Accident_Index': '201243S069052',\n",
45496         "  'Accident_Severity': 3,\n",
45497         "  'Carriageway_Hazards': 0,\n",
45498         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
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45509         "    'Sex_of_Casualty': 1,\n",
45510         "    'Vehicle_Reference': 2}],\n",
45511         "  'Date': '11/05/2012',\n",
45512         "  'Datetime': datetime.datetime(2012, 5, 11, 14, 5),\n",
45513         "  'Day_of_Week': 6,\n",
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45518         "  'Latitude': 52.040309,\n",
45519         "  'Light_Conditions': 1,\n",
45520         "  'Local_Authority_(District)': 479,\n",
45521         "  'Local_Authority_(Highway)': 'E06000042',\n",
45522         "  'Location_Easting_OSGR': 489720,\n",
45523         "  'Location_Northing_OSGR': 238800,\n",
45524         "  'Longitude': -0.693325,\n",
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45533         "  'Speed_limit': 70,\n",
45534         "  'Time': '14:05',\n",
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45539         "    'Driver_Home_Area_Type': -1,\n",
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45556         "   {'1st_Point_of_Impact': 2,\n",
45557         "    'Age_Band_of_Driver': 8,\n",
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45562         "    'Hit_Object_in_Carriageway': 0,\n",
45563         "    'Hit_Object_off_Carriageway': 0,\n",
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45579         " {'1st_Road_Class': 3,\n",
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45581         "  '2nd_Road_Class': 6,\n",
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45583         "  'Accident_Index': '201243S058112',\n",
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45597         "    'Sex_of_Casualty': 2,\n",
45598         "    'Vehicle_Reference': 1}],\n",
45599         "  'Date': '15/11/2012',\n",
45600         "  'Datetime': datetime.datetime(2012, 11, 15, 11, 29),\n",
45601         "  'Day_of_Week': 5,\n",
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45607         "  'Light_Conditions': 1,\n",
45608         "  'Local_Authority_(District)': 479,\n",
45609         "  'Local_Authority_(Highway)': 'E06000042',\n",
45610         "  'Location_Easting_OSGR': 489760,\n",
45611         "  'Location_Northing_OSGR': 238580,\n",
45612         "  'Longitude': -0.6928,\n",
45613         "  'Number_of_Casualties': 1,\n",
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45621         "  'Speed_limit': 70,\n",
45622         "  'Time': '11:29',\n",
45623         "  'Urban_or_Rural_Area': 1,\n",
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45625         "    'Age_Band_of_Driver': 6,\n",
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45647         " {'1st_Road_Class': 3,\n",
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45649         "  '2nd_Road_Class': 6,\n",
45650         "  '2nd_Road_Number': 1103,\n",
45651         "  'Accident_Index': '201243S126022',\n",
45652         "  'Accident_Severity': 3,\n",
45653         "  'Carriageway_Hazards': 0,\n",
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45679         "    'Vehicle_Reference': 2},\n",
45680         "   {'Age_Band_of_Casualty': 4,\n",
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45690         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
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45692         "    'Vehicle_Reference': 2}],\n",
45693         "  'Date': '23/02/2012',\n",
45694         "  'Datetime': datetime.datetime(2012, 2, 23, 20, 5),\n",
45695         "  'Day_of_Week': 5,\n",
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45699         "  'LSOA_of_Accident_Location': 'E01016783',\n",
45700         "  'Latitude': 52.035902,\n",
45701         "  'Light_Conditions': 4,\n",
45702         "  'Local_Authority_(District)': 479,\n",
45703         "  'Local_Authority_(Highway)': 'E06000042',\n",
45704         "  'Location_Easting_OSGR': 489847,\n",
45705         "  'Location_Northing_OSGR': 238312,\n",
45706         "  'Longitude': -0.691602,\n",
45707         "  'Number_of_Casualties': 3,\n",
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45711         "  'Police_Force': 43,\n",
45712         "  'Road_Surface_Conditions': 1,\n",
45713         "  'Road_Type': 3,\n",
45714         "  'Special_Conditions_at_Site': 0,\n",
45715         "  'Speed_limit': 70,\n",
45716         "  'Time': '20:05',\n",
45717         "  'Urban_or_Rural_Area': 1,\n",
45718         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
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45721         "    'Driver_Home_Area_Type': -1,\n",
45722         "    'Driver_IMD_Decile': -1,\n",
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45724         "    'Hit_Object_in_Carriageway': 0,\n",
45725         "    'Hit_Object_off_Carriageway': 0,\n",
45726         "    'Journey_Purpose_of_Driver': 6,\n",
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45729         "    'Sex_of_Driver': 1,\n",
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45731         "    'Towing_and_Articulation': 0,\n",
45732         "    'Vehicle_Leaving_Carriageway': 0,\n",
45733         "    'Vehicle_Location-Restricted_Lane': 0,\n",
45734         "    'Vehicle_Manoeuvre': 7,\n",
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45738         "   {'1st_Point_of_Impact': 2,\n",
45739         "    'Age_Band_of_Driver': 4,\n",
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45743         "    'Engine_Capacity_(CC)': -1,\n",
45744         "    'Hit_Object_in_Carriageway': 0,\n",
45745         "    'Hit_Object_off_Carriageway': 0,\n",
45746         "    'Journey_Purpose_of_Driver': 6,\n",
45747         "    'Junction_Location': 6,\n",
45748         "    'Propulsion_Code': -1,\n",
45749         "    'Sex_of_Driver': 1,\n",
45750         "    'Skidding_and_Overturning': 0,\n",
45751         "    'Towing_and_Articulation': 0,\n",
45752         "    'Vehicle_Leaving_Carriageway': 0,\n",
45753         "    'Vehicle_Location-Restricted_Lane': 0,\n",
45754         "    'Vehicle_Manoeuvre': 8,\n",
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45758         "  'Weather_Conditions': 9,\n",
45759         "  '_id': ObjectId('52a9c98292c4e16686d2b808'),\n",
45760         "  'loc': {'coordinates': [-0.691602, 52.035902], 'type': 'Point'}},\n",
45761         " {'1st_Road_Class': 3,\n",
45762         "  '1st_Road_Number': 421,\n",
45763         "  '2nd_Road_Class': 3,\n",
45764         "  '2nd_Road_Number': 4146,\n",
45765         "  'Accident_Index': '201243S035022',\n",
45766         "  'Accident_Severity': 3,\n",
45767         "  'Carriageway_Hazards': 0,\n",
45768         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
45769         "    'Bus_or_Coach_Passenger': 0,\n",
45770         "    'Car_Passenger': 0,\n",
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45772         "    'Casualty_Home_Area_Type': 1,\n",
45773         "    'Casualty_Reference': 1,\n",
45774         "    'Casualty_Severity': 3,\n",
45775         "    'Casualty_Type': 9,\n",
45776         "    'Pedestrian_Location': 0,\n",
45777         "    'Pedestrian_Movement': 0,\n",
45778         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
45779         "    'Sex_of_Casualty': 2,\n",
45780         "    'Vehicle_Reference': 2},\n",
45781         "   {'Age_Band_of_Casualty': 8,\n",
45782         "    'Bus_or_Coach_Passenger': 0,\n",
45783         "    'Car_Passenger': 1,\n",
45784         "    'Casualty_Class': 2,\n",
45785         "    'Casualty_Home_Area_Type': 1,\n",
45786         "    'Casualty_Reference': 2,\n",
45787         "    'Casualty_Severity': 3,\n",
45788         "    'Casualty_Type': 9,\n",
45789         "    'Pedestrian_Location': 0,\n",
45790         "    'Pedestrian_Movement': 0,\n",
45791         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
45792         "    'Sex_of_Casualty': 2,\n",
45793         "    'Vehicle_Reference': 2}],\n",
45794         "  'Date': '11/02/2012',\n",
45795         "  'Datetime': datetime.datetime(2012, 2, 11, 15, 40),\n",
45796         "  'Day_of_Week': 7,\n",
45797         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
45798         "  'Junction_Control': 4,\n",
45799         "  'Junction_Detail': 1,\n",
45800         "  'LSOA_of_Accident_Location': 'E01016783',\n",
45801         "  'Latitude': 52.034264,\n",
45802         "  'Light_Conditions': 1,\n",
45803         "  'Local_Authority_(District)': 479,\n",
45804         "  'Local_Authority_(Highway)': 'E06000042',\n",
45805         "  'Location_Easting_OSGR': 489860,\n",
45806         "  'Location_Northing_OSGR': 238130,\n",
45807         "  'Longitude': -0.691461,\n",
45808         "  'Number_of_Casualties': 2,\n",
45809         "  'Number_of_Vehicles': 2,\n",
45810         "  'Pedestrian_Crossing-Human_Control': 0,\n",
45811         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
45812         "  'Police_Force': 43,\n",
45813         "  'Road_Surface_Conditions': 1,\n",
45814         "  'Road_Type': 1,\n",
45815         "  'Special_Conditions_at_Site': 0,\n",
45816         "  'Speed_limit': 70,\n",
45817         "  'Time': '15:40',\n",
45818         "  'Urban_or_Rural_Area': 1,\n",
45819         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
45820         "    'Age_Band_of_Driver': 5,\n",
45821         "    'Age_of_Vehicle': -1,\n",
45822         "    'Driver_Home_Area_Type': -1,\n",
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45839         "   {'1st_Point_of_Impact': 2,\n",
45840         "    'Age_Band_of_Driver': 7,\n",
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45858         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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45860         "  '_id': ObjectId('52a9c98292c4e16686d2b645'),\n",
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45862         " {'1st_Road_Class': 3,\n",
45863         "  '1st_Road_Number': 421,\n",
45864         "  '2nd_Road_Class': 6,\n",
45865         "  '2nd_Road_Number': 1103,\n",
45866         "  'Accident_Index': '201243S047042',\n",
45867         "  'Accident_Severity': 3,\n",
45868         "  'Carriageway_Hazards': 0,\n",
45869         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
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45871         "    'Car_Passenger': 0,\n",
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45880         "    'Sex_of_Casualty': 1,\n",
45881         "    'Vehicle_Reference': 1},\n",
45882         "   {'Age_Band_of_Casualty': 9,\n",
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45890         "    'Pedestrian_Location': 0,\n",
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45893         "    'Sex_of_Casualty': 1,\n",
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45895         "   {'Age_Band_of_Casualty': 9,\n",
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45906         "    'Sex_of_Casualty': 2,\n",
45907         "    'Vehicle_Reference': 2}],\n",
45908         "  'Date': '16/04/2012',\n",
45909         "  'Datetime': datetime.datetime(2012, 4, 16, 17, 23),\n",
45910         "  'Day_of_Week': 2,\n",
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45914         "  'LSOA_of_Accident_Location': 'E01016783',\n",
45915         "  'Latitude': 52.033774,\n",
45916         "  'Light_Conditions': 1,\n",
45917         "  'Local_Authority_(District)': 479,\n",
45918         "  'Local_Authority_(Highway)': 'E06000042',\n",
45919         "  'Location_Easting_OSGR': 490110,\n",
45920         "  'Location_Northing_OSGR': 238080,\n",
45921         "  'Longitude': -0.68783,\n",
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45953         "   {'1st_Point_of_Impact': 2,\n",
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45980         "  'Accident_Index': '201243S035052',\n",
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45995         "    'Vehicle_Reference': 2}],\n",
45996         "  'Date': '10/05/2012',\n",
45997         "  'Datetime': datetime.datetime(2012, 5, 10, 8, 30),\n",
45998         "  'Day_of_Week': 5,\n",
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46019         "  'Time': '08:30',\n",
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46096         "    'Vehicle_Reference': 1}],\n",
46097         "  'Date': '17/05/2012',\n",
46098         "  'Datetime': datetime.datetime(2012, 5, 17, 22, 5),\n",
46099         "  'Day_of_Week': 5,\n",
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46104         "  'Latitude': 52.033989,\n",
46105         "  'Light_Conditions': 4,\n",
46106         "  'Local_Authority_(District)': 479,\n",
46107         "  'Local_Authority_(Highway)': 'E06000042',\n",
46108         "  'Location_Easting_OSGR': 489890,\n",
46109         "  'Location_Northing_OSGR': 238100,\n",
46110         "  'Longitude': -0.691031,\n",
46111         "  'Number_of_Casualties': 2,\n",
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46116         "  'Road_Surface_Conditions': 1,\n",
46117         "  'Road_Type': 3,\n",
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46119         "  'Speed_limit': 70,\n",
46120         "  'Time': '22:05',\n",
46121         "  'Urban_or_Rural_Area': 1,\n",
46122         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
46123         "    'Age_Band_of_Driver': 4,\n",
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46128         "    'Hit_Object_in_Carriageway': 0,\n",
46129         "    'Hit_Object_off_Carriageway': 2,\n",
46130         "    'Journey_Purpose_of_Driver': 6,\n",
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46132         "    'Propulsion_Code': 2,\n",
46133         "    'Sex_of_Driver': 1,\n",
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46135         "    'Towing_and_Articulation': 0,\n",
46136         "    'Vehicle_Leaving_Carriageway': 1,\n",
46137         "    'Vehicle_Location-Restricted_Lane': 0,\n",
46138         "    'Vehicle_Manoeuvre': 18,\n",
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46145         " {'1st_Road_Class': 3,\n",
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46149         "  'Accident_Index': '201243S029092',\n",
46150         "  'Accident_Severity': 3,\n",
46151         "  'Carriageway_Hazards': 0,\n",
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46160         "    'Pedestrian_Location': 0,\n",
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46163         "    'Sex_of_Casualty': 1,\n",
46164         "    'Vehicle_Reference': 2},\n",
46165         "   {'Age_Band_of_Casualty': 5,\n",
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46167         "    'Car_Passenger': 1,\n",
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46176         "    'Sex_of_Casualty': 2,\n",
46177         "    'Vehicle_Reference': 2}],\n",
46178         "  'Date': '07/09/2012',\n",
46179         "  'Datetime': datetime.datetime(2012, 9, 7, 15, 5),\n",
46180         "  'Day_of_Week': 6,\n",
46181         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
46182         "  'Junction_Control': 4,\n",
46183         "  'Junction_Detail': 1,\n",
46184         "  'LSOA_of_Accident_Location': 'E01016821',\n",
46185         "  'Latitude': 52.03319,\n",
46186         "  'Light_Conditions': 1,\n",
46187         "  'Local_Authority_(District)': 479,\n",
46188         "  'Local_Authority_(Highway)': 'E06000042',\n",
46189         "  'Location_Easting_OSGR': 489830,\n",
46190         "  'Location_Northing_OSGR': 238010,\n",
46191         "  'Longitude': -0.691929,\n",
46192         "  'Number_of_Casualties': 2,\n",
46193         "  'Number_of_Vehicles': 2,\n",
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46195         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
46196         "  'Police_Force': 43,\n",
46197         "  'Road_Surface_Conditions': 1,\n",
46198         "  'Road_Type': 3,\n",
46199         "  'Special_Conditions_at_Site': 0,\n",
46200         "  'Speed_limit': 70,\n",
46201         "  'Time': '15:05',\n",
46202         "  'Urban_or_Rural_Area': 1,\n",
46203         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
46204         "    'Age_Band_of_Driver': 7,\n",
46205         "    'Age_of_Vehicle': -1,\n",
46206         "    'Driver_Home_Area_Type': -1,\n",
46207         "    'Driver_IMD_Decile': -1,\n",
46208         "    'Engine_Capacity_(CC)': 1598,\n",
46209         "    'Hit_Object_in_Carriageway': 0,\n",
46210         "    'Hit_Object_off_Carriageway': 0,\n",
46211         "    'Journey_Purpose_of_Driver': 6,\n",
46212         "    'Junction_Location': 1,\n",
46213         "    'Propulsion_Code': 1,\n",
46214         "    'Sex_of_Driver': 1,\n",
46215         "    'Skidding_and_Overturning': 0,\n",
46216         "    'Towing_and_Articulation': 0,\n",
46217         "    'Vehicle_Leaving_Carriageway': 0,\n",
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46223         "   {'1st_Point_of_Impact': 2,\n",
46224         "    'Age_Band_of_Driver': 5,\n",
46225         "    'Age_of_Vehicle': 8,\n",
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46227         "    'Driver_IMD_Decile': 4,\n",
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46231         "    'Journey_Purpose_of_Driver': 6,\n",
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46248         "  '2nd_Road_Class': 3,\n",
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46250         "  'Accident_Index': '201243S135092',\n",
46251         "  'Accident_Severity': 3,\n",
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46264         "    'Sex_of_Casualty': 2,\n",
46265         "    'Vehicle_Reference': 2}],\n",
46266         "  'Date': '10/09/2012',\n",
46267         "  'Datetime': datetime.datetime(2012, 9, 10, 18, 30),\n",
46268         "  'Day_of_Week': 2,\n",
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46272         "  'LSOA_of_Accident_Location': 'E01016821',\n",
46273         "  'Latitude': 52.033548,\n",
46274         "  'Light_Conditions': 1,\n",
46275         "  'Local_Authority_(District)': 479,\n",
46276         "  'Local_Authority_(Highway)': 'E06000042',\n",
46277         "  'Location_Easting_OSGR': 489840,\n",
46278         "  'Location_Northing_OSGR': 238050,\n",
46279         "  'Longitude': -0.691773,\n",
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46288         "  'Speed_limit': 70,\n",
46289         "  'Time': '18:30',\n",
46290         "  'Urban_or_Rural_Area': 1,\n",
46291         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
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46311         "   {'1st_Point_of_Impact': 2,\n",
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46336         "  '2nd_Road_Class': 3,\n",
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46338         "  'Accident_Index': '201243S045102',\n",
46339         "  'Accident_Severity': 3,\n",
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46353         "    'Vehicle_Reference': 2}],\n",
46354         "  'Date': '10/10/2012',\n",
46355         "  'Datetime': datetime.datetime(2012, 10, 10, 17, 25),\n",
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46361         "  'Latitude': 52.034262,\n",
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46442         "  'Date': '24/12/2012',\n",
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46543         "  'Date': '16/03/2012',\n",
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46566         "  'Time': '14:00',\n",
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46615         "  'Accident_Index': '201243S118072',\n",
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46629         "    'Sex_of_Casualty': 2,\n",
46630         "    'Vehicle_Reference': 2}],\n",
46631         "  'Date': '28/07/2012',\n",
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46718         "    'Vehicle_Reference': 2}],\n",
46719         "  'Date': '16/10/2012',\n",
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46807         "  'Date': '16/11/2012',\n",
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46908         "  'Date': '24/10/2012',\n",
46909         "  'Datetime': datetime.datetime(2012, 10, 24, 8, 30),\n",
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46980         "  'Accident_Index': '201243S115072',\n",
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46995         "    'Vehicle_Reference': 1}],\n",
46996         "  'Date': '28/07/2012',\n",
46997         "  'Datetime': datetime.datetime(2012, 7, 28, 3, 5),\n",
46998         "  'Day_of_Week': 7,\n",
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47002         "  'LSOA_of_Accident_Location': 'E01016822',\n",
47003         "  'Latitude': 52.022175,\n",
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47005         "  'Local_Authority_(District)': 479,\n",
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47009         "  'Longitude': -0.687878,\n",
47010         "  'Number_of_Casualties': 1,\n",
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47020         "  'Urban_or_Rural_Area': 1,\n",
47021         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
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47046         "  '2nd_Road_Class': 6,\n",
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47048         "  'Accident_Index': '201243S082092',\n",
47049         "  'Accident_Severity': 3,\n",
47050         "  'Carriageway_Hazards': 0,\n",
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47062         "    'Sex_of_Casualty': 2,\n",
47063         "    'Vehicle_Reference': 2}],\n",
47064         "  'Date': '11/09/2012',\n",
47065         "  'Datetime': datetime.datetime(2012, 9, 11, 18, 30),\n",
47066         "  'Day_of_Week': 3,\n",
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47136         "  'Accident_Index': '201243S024062',\n",
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47151         "    'Vehicle_Reference': 1}],\n",
47152         "  'Date': '07/06/2012',\n",
47153         "  'Datetime': datetime.datetime(2012, 6, 7, 14, 35),\n",
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47175         "  'Time': '14:35',\n",
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47204         "  'Accident_Index': '201243S091072',\n",
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47232         "    'Vehicle_Reference': 2}],\n",
47233         "  'Date': '20/07/2012',\n",
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47244         "  'Location_Easting_OSGR': 489860,\n",
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47256         "  'Time': '17:10',\n",
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47278         "   {'1st_Point_of_Impact': 3,\n",
47279         "    'Age_Band_of_Driver': 6,\n",
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47301         " {'1st_Road_Class': 3,\n",
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47303         "  '2nd_Road_Class': 5,\n",
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47305         "  'Accident_Index': '201243S110092',\n",
47306         "  'Accident_Severity': 3,\n",
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47309         "    'Bus_or_Coach_Passenger': 0,\n",
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47319         "    'Sex_of_Casualty': 1,\n",
47320         "    'Vehicle_Reference': 2}],\n",
47321         "  'Date': '24/09/2012',\n",
47322         "  'Datetime': datetime.datetime(2012, 9, 24, 6, 35),\n",
47323         "  'Day_of_Week': 2,\n",
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47328         "  'Latitude': 52.025797,\n",
47329         "  'Light_Conditions': 1,\n",
47330         "  'Local_Authority_(District)': 479,\n",
47331         "  'Local_Authority_(Highway)': 'E06000042',\n",
47332         "  'Location_Easting_OSGR': 489970,\n",
47333         "  'Location_Northing_OSGR': 237190,\n",
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47335         "  'Number_of_Casualties': 1,\n",
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47341         "  'Road_Type': 3,\n",
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47343         "  'Speed_limit': 70,\n",
47344         "  'Time': '06:35',\n",
47345         "  'Urban_or_Rural_Area': 1,\n",
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47373         "    'Hit_Object_off_Carriageway': 0,\n",
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47387         "  '_id': ObjectId('52a9c98292c4e16686d2b7b6'),\n",
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47389         " {'1st_Road_Class': 5,\n",
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47391         "  '2nd_Road_Class': 6,\n",
47392         "  '2nd_Road_Number': 1072,\n",
47393         "  'Accident_Index': '201243S109092',\n",
47394         "  'Accident_Severity': 2,\n",
47395         "  'Carriageway_Hazards': 0,\n",
47396         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
47397         "    'Bus_or_Coach_Passenger': 0,\n",
47398         "    'Car_Passenger': 0,\n",
47399         "    'Casualty_Class': 1,\n",
47400         "    'Casualty_Home_Area_Type': 1,\n",
47401         "    'Casualty_Reference': 1,\n",
47402         "    'Casualty_Severity': 2,\n",
47403         "    'Casualty_Type': 5,\n",
47404         "    'Pedestrian_Location': 0,\n",
47405         "    'Pedestrian_Movement': 0,\n",
47406         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
47407         "    'Sex_of_Casualty': 1,\n",
47408         "    'Vehicle_Reference': 1}],\n",
47409         "  'Date': '24/09/2012',\n",
47410         "  'Datetime': datetime.datetime(2012, 9, 24, 20, 58),\n",
47411         "  'Day_of_Week': 2,\n",
47412         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
47413         "  'Junction_Control': 4,\n",
47414         "  'Junction_Detail': 1,\n",
47415         "  'LSOA_of_Accident_Location': 'E01016824',\n",
47416         "  'Latitude': 52.019658,\n",
47417         "  'Light_Conditions': 4,\n",
47418         "  'Local_Authority_(District)': 479,\n",
47419         "  'Local_Authority_(Highway)': 'E06000042',\n",
47420         "  'Location_Easting_OSGR': 490634,\n",
47421         "  'Location_Northing_OSGR': 236519,\n",
47422         "  'Longitude': -0.680607,\n",
47423         "  'Number_of_Casualties': 1,\n",
47424         "  'Number_of_Vehicles': 1,\n",
47425         "  'Pedestrian_Crossing-Human_Control': 0,\n",
47426         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
47427         "  'Police_Force': 43,\n",
47428         "  'Road_Surface_Conditions': 1,\n",
47429         "  'Road_Type': 6,\n",
47430         "  'Special_Conditions_at_Site': 0,\n",
47431         "  'Speed_limit': 60,\n",
47432         "  'Time': '20:58',\n",
47433         "  'Urban_or_Rural_Area': 2,\n",
47434         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
47435         "    'Age_Band_of_Driver': 6,\n",
47436         "    'Age_of_Vehicle': 14,\n",
47437         "    'Driver_Home_Area_Type': 1,\n",
47438         "    'Driver_IMD_Decile': 8,\n",
47439         "    'Engine_Capacity_(CC)': 600,\n",
47440         "    'Hit_Object_in_Carriageway': 0,\n",
47441         "    'Hit_Object_off_Carriageway': 0,\n",
47442         "    'Journey_Purpose_of_Driver': 6,\n",
47443         "    'Junction_Location': 4,\n",
47444         "    'Propulsion_Code': 1,\n",
47445         "    'Sex_of_Driver': 1,\n",
47446         "    'Skidding_and_Overturning': 2,\n",
47447         "    'Towing_and_Articulation': 0,\n",
47448         "    'Vehicle_Leaving_Carriageway': 3,\n",
47449         "    'Vehicle_Location-Restricted_Lane': 0,\n",
47450         "    'Vehicle_Manoeuvre': 17,\n",
47451         "    'Vehicle_Reference': 1,\n",
47452         "    'Vehicle_Type': 5,\n",
47453         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
47454         "  'Weather_Conditions': 1,\n",
47455         "  '_id': ObjectId('52a9c98292c4e16686d2b7ae'),\n",
47456         "  'loc': {'coordinates': [-0.680607, 52.019658], 'type': 'Point'}},\n",
47457         " {'1st_Road_Class': 6,\n",
47458         "  '1st_Road_Number': 1072,\n",
47459         "  '2nd_Road_Class': 6,\n",
47460         "  '2nd_Road_Number': 1072,\n",
47461         "  'Accident_Index': '201243S100112',\n",
47462         "  'Accident_Severity': 3,\n",
47463         "  'Carriageway_Hazards': 0,\n",
47464         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
47465         "    'Bus_or_Coach_Passenger': 0,\n",
47466         "    'Car_Passenger': 0,\n",
47467         "    'Casualty_Class': 1,\n",
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47469         "    'Casualty_Reference': 1,\n",
47470         "    'Casualty_Severity': 3,\n",
47471         "    'Casualty_Type': 9,\n",
47472         "    'Pedestrian_Location': 0,\n",
47473         "    'Pedestrian_Movement': 0,\n",
47474         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
47475         "    'Sex_of_Casualty': 1,\n",
47476         "    'Vehicle_Reference': 2},\n",
47477         "   {'Age_Band_of_Casualty': 6,\n",
47478         "    'Bus_or_Coach_Passenger': 0,\n",
47479         "    'Car_Passenger': 1,\n",
47480         "    'Casualty_Class': 2,\n",
47481         "    'Casualty_Home_Area_Type': 1,\n",
47482         "    'Casualty_Reference': 2,\n",
47483         "    'Casualty_Severity': 3,\n",
47484         "    'Casualty_Type': 9,\n",
47485         "    'Pedestrian_Location': 0,\n",
47486         "    'Pedestrian_Movement': 0,\n",
47487         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
47488         "    'Sex_of_Casualty': 2,\n",
47489         "    'Vehicle_Reference': 2}],\n",
47490         "  'Date': '23/11/2012',\n",
47491         "  'Datetime': datetime.datetime(2012, 11, 23, 10, 50),\n",
47492         "  'Day_of_Week': 6,\n",
47493         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
47494         "  'Junction_Control': 4,\n",
47495         "  'Junction_Detail': 3,\n",
47496         "  'LSOA_of_Accident_Location': 'E01016824',\n",
47497         "  'Latitude': 52.021149,\n",
47498         "  'Light_Conditions': 1,\n",
47499         "  'Local_Authority_(District)': 479,\n",
47500         "  'Local_Authority_(Highway)': 'E06000042',\n",
47501         "  'Location_Easting_OSGR': 490360,\n",
47502         "  'Location_Northing_OSGR': 236680,\n",
47503         "  'Longitude': -0.684556,\n",
47504         "  'Number_of_Casualties': 2,\n",
47505         "  'Number_of_Vehicles': 2,\n",
47506         "  'Pedestrian_Crossing-Human_Control': 0,\n",
47507         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
47508         "  'Police_Force': 43,\n",
47509         "  'Road_Surface_Conditions': 2,\n",
47510         "  'Road_Type': 6,\n",
47511         "  'Special_Conditions_at_Site': 0,\n",
47512         "  'Speed_limit': 30,\n",
47513         "  'Time': '10:50',\n",
47514         "  'Urban_or_Rural_Area': 1,\n",
47515         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
47516         "    'Age_Band_of_Driver': 8,\n",
47517         "    'Age_of_Vehicle': -1,\n",
47518         "    'Driver_Home_Area_Type': 1,\n",
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47520         "    'Engine_Capacity_(CC)': -1,\n",
47521         "    'Hit_Object_in_Carriageway': 0,\n",
47522         "    'Hit_Object_off_Carriageway': 0,\n",
47523         "    'Journey_Purpose_of_Driver': 6,\n",
47524         "    'Junction_Location': 8,\n",
47525         "    'Propulsion_Code': -1,\n",
47526         "    'Sex_of_Driver': 1,\n",
47527         "    'Skidding_and_Overturning': 0,\n",
47528         "    'Towing_and_Articulation': 0,\n",
47529         "    'Vehicle_Leaving_Carriageway': 0,\n",
47530         "    'Vehicle_Location-Restricted_Lane': 0,\n",
47531         "    'Vehicle_Manoeuvre': 18,\n",
47532         "    'Vehicle_Reference': 1,\n",
47533         "    'Vehicle_Type': 9,\n",
47534         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
47535         "   {'1st_Point_of_Impact': 3,\n",
47536         "    'Age_Band_of_Driver': 6,\n",
47537         "    'Age_of_Vehicle': 7,\n",
47538         "    'Driver_Home_Area_Type': 1,\n",
47539         "    'Driver_IMD_Decile': 10,\n",
47540         "    'Engine_Capacity_(CC)': 1341,\n",
47541         "    'Hit_Object_in_Carriageway': 0,\n",
47542         "    'Hit_Object_off_Carriageway': 0,\n",
47543         "    'Journey_Purpose_of_Driver': 6,\n",
47544         "    'Junction_Location': 8,\n",
47545         "    'Propulsion_Code': 1,\n",
47546         "    'Sex_of_Driver': 1,\n",
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47548         "    'Towing_and_Articulation': 0,\n",
47549         "    'Vehicle_Leaving_Carriageway': 0,\n",
47550         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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47552         "    'Vehicle_Reference': 2,\n",
47553         "    'Vehicle_Type': 9,\n",
47554         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
47555         "  'Weather_Conditions': 1,\n",
47556         "  '_id': ObjectId('52a9c98292c4e16686d2b786'),\n",
47557         "  'loc': {'coordinates': [-0.684556, 52.021149], 'type': 'Point'}},\n",
47558         " {'1st_Road_Class': 3,\n",
47559         "  '1st_Road_Number': 421,\n",
47560         "  '2nd_Road_Class': 3,\n",
47561         "  '2nd_Road_Number': 5130,\n",
47562         "  'Accident_Index': '201243S096022',\n",
47563         "  'Accident_Severity': 3,\n",
47564         "  'Carriageway_Hazards': 0,\n",
47565         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
47566         "    'Bus_or_Coach_Passenger': 0,\n",
47567         "    'Car_Passenger': 0,\n",
47568         "    'Casualty_Class': 1,\n",
47569         "    'Casualty_Home_Area_Type': 1,\n",
47570         "    'Casualty_Reference': 1,\n",
47571         "    'Casualty_Severity': 3,\n",
47572         "    'Casualty_Type': 9,\n",
47573         "    'Pedestrian_Location': 0,\n",
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47575         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
47576         "    'Sex_of_Casualty': 2,\n",
47577         "    'Vehicle_Reference': 2}],\n",
47578         "  'Date': '23/02/2012',\n",
47579         "  'Datetime': datetime.datetime(2012, 2, 23, 17, 35),\n",
47580         "  'Day_of_Week': 5,\n",
47581         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
47582         "  'Junction_Control': 4,\n",
47583         "  'Junction_Detail': 1,\n",
47584         "  'LSOA_of_Accident_Location': 'E01016735',\n",
47585         "  'Latitude': 52.032852,\n",
47586         "  'Light_Conditions': 4,\n",
47587         "  'Local_Authority_(District)': 479,\n",
47588         "  'Local_Authority_(Highway)': 'E06000042',\n",
47589         "  'Location_Easting_OSGR': 490800,\n",
47590         "  'Location_Northing_OSGR': 237990,\n",
47591         "  'Longitude': -0.677799,\n",
47592         "  'Number_of_Casualties': 1,\n",
47593         "  'Number_of_Vehicles': 2,\n",
47594         "  'Pedestrian_Crossing-Human_Control': 0,\n",
47595         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
47596         "  'Police_Force': 43,\n",
47597         "  'Road_Surface_Conditions': 1,\n",
47598         "  'Road_Type': 1,\n",
47599         "  'Special_Conditions_at_Site': 0,\n",
47600         "  'Speed_limit': 70,\n",
47601         "  'Time': '17:35',\n",
47602         "  'Urban_or_Rural_Area': 2,\n",
47603         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
47604         "    'Age_Band_of_Driver': 9,\n",
47605         "    'Age_of_Vehicle': 1,\n",
47606         "    'Driver_Home_Area_Type': 2,\n",
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47608         "    'Engine_Capacity_(CC)': 12777,\n",
47609         "    'Hit_Object_in_Carriageway': 0,\n",
47610         "    'Hit_Object_off_Carriageway': 0,\n",
47611         "    'Journey_Purpose_of_Driver': 1,\n",
47612         "    'Junction_Location': 4,\n",
47613         "    'Propulsion_Code': 2,\n",
47614         "    'Sex_of_Driver': 1,\n",
47615         "    'Skidding_and_Overturning': 0,\n",
47616         "    'Towing_and_Articulation': 4,\n",
47617         "    'Vehicle_Leaving_Carriageway': 0,\n",
47618         "    'Vehicle_Location-Restricted_Lane': 0,\n",
47619         "    'Vehicle_Manoeuvre': 9,\n",
47620         "    'Vehicle_Reference': 1,\n",
47621         "    'Vehicle_Type': 21,\n",
47622         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
47623         "   {'1st_Point_of_Impact': 3,\n",
47624         "    'Age_Band_of_Driver': 6,\n",
47625         "    'Age_of_Vehicle': 3,\n",
47626         "    'Driver_Home_Area_Type': 1,\n",
47627         "    'Driver_IMD_Decile': 8,\n",
47628         "    'Engine_Capacity_(CC)': 1995,\n",
47629         "    'Hit_Object_in_Carriageway': 0,\n",
47630         "    'Hit_Object_off_Carriageway': 0,\n",
47631         "    'Journey_Purpose_of_Driver': 2,\n",
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47633         "    'Propulsion_Code': 2,\n",
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47636         "    'Towing_and_Articulation': 0,\n",
47637         "    'Vehicle_Leaving_Carriageway': 0,\n",
47638         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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47640         "    'Vehicle_Reference': 2,\n",
47641         "    'Vehicle_Type': 9,\n",
47642         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
47643         "  'Weather_Conditions': 1,\n",
47644         "  '_id': ObjectId('52a9c98292c4e16686d2b770'),\n",
47645         "  'loc': {'coordinates': [-0.677799, 52.032852], 'type': 'Point'}},\n",
47646         " {'1st_Road_Class': 3,\n",
47647         "  '1st_Road_Number': 421,\n",
47648         "  '2nd_Road_Class': 5,\n",
47649         "  '2nd_Road_Number': 149,\n",
47650         "  'Accident_Index': '201243S103032',\n",
47651         "  'Accident_Severity': 3,\n",
47652         "  'Carriageway_Hazards': 0,\n",
47653         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
47654         "    'Bus_or_Coach_Passenger': 0,\n",
47655         "    'Car_Passenger': 0,\n",
47656         "    'Casualty_Class': 1,\n",
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47660         "    'Casualty_Type': 5,\n",
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47663         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
47664         "    'Sex_of_Casualty': 1,\n",
47665         "    'Vehicle_Reference': 2}],\n",
47666         "  'Date': '20/03/2012',\n",
47667         "  'Datetime': datetime.datetime(2012, 3, 20, 16, 0),\n",
47668         "  'Day_of_Week': 3,\n",
47669         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
47670         "  'Junction_Control': 4,\n",
47671         "  'Junction_Detail': 1,\n",
47672         "  'LSOA_of_Accident_Location': 'E01016823',\n",
47673         "  'Latitude': 52.032864,\n",
47674         "  'Light_Conditions': 1,\n",
47675         "  'Local_Authority_(District)': 479,\n",
47676         "  'Local_Authority_(Highway)': 'E06000042',\n",
47677         "  'Location_Easting_OSGR': 490730,\n",
47678         "  'Location_Northing_OSGR': 237990,\n",
47679         "  'Longitude': -0.678819,\n",
47680         "  'Number_of_Casualties': 1,\n",
47681         "  'Number_of_Vehicles': 2,\n",
47682         "  'Pedestrian_Crossing-Human_Control': 0,\n",
47683         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
47684         "  'Police_Force': 43,\n",
47685         "  'Road_Surface_Conditions': 1,\n",
47686         "  'Road_Type': 1,\n",
47687         "  'Special_Conditions_at_Site': 0,\n",
47688         "  'Speed_limit': 70,\n",
47689         "  'Time': '16:00',\n",
47690         "  'Urban_or_Rural_Area': 2,\n",
47691         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
47692         "    'Age_Band_of_Driver': 5,\n",
47693         "    'Age_of_Vehicle': 3,\n",
47694         "    'Driver_Home_Area_Type': 1,\n",
47695         "    'Driver_IMD_Decile': 9,\n",
47696         "    'Engine_Capacity_(CC)': 1368,\n",
47697         "    'Hit_Object_in_Carriageway': 0,\n",
47698         "    'Hit_Object_off_Carriageway': 0,\n",
47699         "    'Journey_Purpose_of_Driver': 6,\n",
47700         "    'Junction_Location': 8,\n",
47701         "    'Propulsion_Code': 1,\n",
47702         "    'Sex_of_Driver': 1,\n",
47703         "    'Skidding_and_Overturning': 0,\n",
47704         "    'Towing_and_Articulation': 0,\n",
47705         "    'Vehicle_Leaving_Carriageway': 0,\n",
47706         "    'Vehicle_Location-Restricted_Lane': 0,\n",
47707         "    'Vehicle_Manoeuvre': 18,\n",
47708         "    'Vehicle_Reference': 1,\n",
47709         "    'Vehicle_Type': 9,\n",
47710         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
47711         "   {'1st_Point_of_Impact': 4,\n",
47712         "    'Age_Band_of_Driver': 8,\n",
47713         "    'Age_of_Vehicle': 3,\n",
47714         "    'Driver_Home_Area_Type': 3,\n",
47715         "    'Driver_IMD_Decile': 6,\n",
47716         "    'Engine_Capacity_(CC)': 1050,\n",
47717         "    'Hit_Object_in_Carriageway': 0,\n",
47718         "    'Hit_Object_off_Carriageway': 1,\n",
47719         "    'Journey_Purpose_of_Driver': 6,\n",
47720         "    'Junction_Location': 8,\n",
47721         "    'Propulsion_Code': 1,\n",
47722         "    'Sex_of_Driver': 1,\n",
47723         "    'Skidding_and_Overturning': 2,\n",
47724         "    'Towing_and_Articulation': 0,\n",
47725         "    'Vehicle_Leaving_Carriageway': 7,\n",
47726         "    'Vehicle_Location-Restricted_Lane': 0,\n",
47727         "    'Vehicle_Manoeuvre': 18,\n",
47728         "    'Vehicle_Reference': 2,\n",
47729         "    'Vehicle_Type': 5,\n",
47730         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
47731         "  'Weather_Conditions': 1,\n",
47732         "  '_id': ObjectId('52a9c98292c4e16686d2b78e'),\n",
47733         "  'loc': {'coordinates': [-0.678819, 52.032864], 'type': 'Point'}},\n",
47734         " {'1st_Road_Class': 3,\n",
47735         "  '1st_Road_Number': 421,\n",
47736         "  '2nd_Road_Class': 3,\n",
47737         "  '2nd_Road_Number': 5130,\n",
47738         "  'Accident_Index': '201243S075052',\n",
47739         "  'Accident_Severity': 3,\n",
47740         "  'Carriageway_Hazards': 0,\n",
47741         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
47742         "    'Bus_or_Coach_Passenger': 0,\n",
47743         "    'Car_Passenger': 0,\n",
47744         "    'Casualty_Class': 1,\n",
47745         "    'Casualty_Home_Area_Type': 1,\n",
47746         "    'Casualty_Reference': 1,\n",
47747         "    'Casualty_Severity': 3,\n",
47748         "    'Casualty_Type': 9,\n",
47749         "    'Pedestrian_Location': 0,\n",
47750         "    'Pedestrian_Movement': 0,\n",
47751         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
47752         "    'Sex_of_Casualty': 2,\n",
47753         "    'Vehicle_Reference': 2},\n",
47754         "   {'Age_Band_of_Casualty': 7,\n",
47755         "    'Bus_or_Coach_Passenger': 0,\n",
47756         "    'Car_Passenger': 1,\n",
47757         "    'Casualty_Class': 2,\n",
47758         "    'Casualty_Home_Area_Type': 3,\n",
47759         "    'Casualty_Reference': 2,\n",
47760         "    'Casualty_Severity': 3,\n",
47761         "    'Casualty_Type': 9,\n",
47762         "    'Pedestrian_Location': 0,\n",
47763         "    'Pedestrian_Movement': 0,\n",
47764         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
47765         "    'Sex_of_Casualty': 2,\n",
47766         "    'Vehicle_Reference': 2}],\n",
47767         "  'Date': '16/05/2012',\n",
47768         "  'Datetime': datetime.datetime(2012, 5, 16, 11, 0),\n",
47769         "  'Day_of_Week': 4,\n",
47770         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
47771         "  'Junction_Control': 4,\n",
47772         "  'Junction_Detail': 1,\n",
47773         "  'LSOA_of_Accident_Location': 'E01016735',\n",
47774         "  'Latitude': 52.032852,\n",
47775         "  'Light_Conditions': 1,\n",
47776         "  'Local_Authority_(District)': 479,\n",
47777         "  'Local_Authority_(Highway)': 'E06000042',\n",
47778         "  'Location_Easting_OSGR': 490800,\n",
47779         "  'Location_Northing_OSGR': 237990,\n",
47780         "  'Longitude': -0.677799,\n",
47781         "  'Number_of_Casualties': 2,\n",
47782         "  'Number_of_Vehicles': 2,\n",
47783         "  'Pedestrian_Crossing-Human_Control': 0,\n",
47784         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
47785         "  'Police_Force': 43,\n",
47786         "  'Road_Surface_Conditions': 1,\n",
47787         "  'Road_Type': 3,\n",
47788         "  'Special_Conditions_at_Site': 0,\n",
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47812         "   {'1st_Point_of_Impact': 2,\n",
47813         "    'Age_Band_of_Driver': 5,\n",
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47839         "  'Accident_Index': '201243S091082',\n",
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47853         "    'Sex_of_Casualty': 1,\n",
47854         "    'Vehicle_Reference': 1}],\n",
47855         "  'Date': '28/08/2012',\n",
47856         "  'Datetime': datetime.datetime(2012, 8, 28, 15, 55),\n",
47857         "  'Day_of_Week': 3,\n",
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47862         "  'Latitude': 52.033214,\n",
47863         "  'Light_Conditions': 1,\n",
47864         "  'Local_Authority_(District)': 479,\n",
47865         "  'Local_Authority_(Highway)': 'E06000042',\n",
47866         "  'Location_Easting_OSGR': 490790,\n",
47867         "  'Location_Northing_OSGR': 238030,\n",
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47877         "  'Speed_limit': 70,\n",
47878         "  'Time': '15:55',\n",
47879         "  'Urban_or_Rural_Area': 2,\n",
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47899         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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47905         "  '2nd_Road_Class': -1,\n",
47906         "  '2nd_Road_Number': 0,\n",
47907         "  'Accident_Index': '201243S105082',\n",
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47948         "    'Vehicle_Reference': 2}],\n",
47949         "  'Date': '31/08/2012',\n",
47950         "  'Datetime': datetime.datetime(2012, 8, 31, 15, 35),\n",
47951         "  'Day_of_Week': 6,\n",
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47960         "  'Location_Easting_OSGR': 490670,\n",
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47962         "  'Longitude': -0.679685,\n",
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48059         "  '2nd_Road_Class': 3,\n",
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48061         "  'Accident_Index': '201243S161122',\n",
48062         "  'Accident_Severity': 3,\n",
48063         "  'Carriageway_Hazards': 0,\n",
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48075         "    'Sex_of_Casualty': 1,\n",
48076         "    'Vehicle_Reference': 2}],\n",
48077         "  'Date': '31/12/2012',\n",
48078         "  'Datetime': datetime.datetime(2012, 12, 31, 17, 0),\n",
48079         "  'Day_of_Week': 2,\n",
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48084         "  'Latitude': 52.032966,\n",
48085         "  'Light_Conditions': 4,\n",
48086         "  'Local_Authority_(District)': 479,\n",
48087         "  'Local_Authority_(Highway)': 'E06000042',\n",
48088         "  'Location_Easting_OSGR': 490767,\n",
48089         "  'Location_Northing_OSGR': 238002,\n",
48090         "  'Longitude': -0.678276,\n",
48091         "  'Number_of_Casualties': 1,\n",
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48093         "  'Pedestrian_Crossing-Human_Control': 0,\n",
48094         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
48095         "  'Police_Force': 43,\n",
48096         "  'Road_Surface_Conditions': 2,\n",
48097         "  'Road_Type': 1,\n",
48098         "  'Special_Conditions_at_Site': 0,\n",
48099         "  'Speed_limit': 60,\n",
48100         "  'Time': '17:00',\n",
48101         "  'Urban_or_Rural_Area': 2,\n",
48102         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
48103         "    'Age_Band_of_Driver': 8,\n",
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48105         "    'Driver_Home_Area_Type': 1,\n",
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48109         "    'Hit_Object_off_Carriageway': 0,\n",
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48113         "    'Sex_of_Driver': 1,\n",
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48115         "    'Towing_and_Articulation': 0,\n",
48116         "    'Vehicle_Leaving_Carriageway': 0,\n",
48117         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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48119         "    'Vehicle_Reference': 1,\n",
48120         "    'Vehicle_Type': 9,\n",
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48122         "   {'1st_Point_of_Impact': 2,\n",
48123         "    'Age_Band_of_Driver': 5,\n",
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48129         "    'Hit_Object_off_Carriageway': 0,\n",
48130         "    'Journey_Purpose_of_Driver': 5,\n",
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48141         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
48142         "  'Weather_Conditions': 1,\n",
48143         "  '_id': ObjectId('52a9c98292c4e16686d2b854'),\n",
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48145         " {'1st_Road_Class': 6,\n",
48146         "  '1st_Road_Number': 1103,\n",
48147         "  '2nd_Road_Class': 6,\n",
48148         "  '2nd_Road_Number': 1103,\n",
48149         "  'Accident_Index': '201243S088122',\n",
48150         "  'Accident_Severity': 3,\n",
48151         "  'Carriageway_Hazards': 0,\n",
48152         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
48153         "    'Bus_or_Coach_Passenger': 0,\n",
48154         "    'Car_Passenger': 0,\n",
48155         "    'Casualty_Class': 1,\n",
48156         "    'Casualty_Home_Area_Type': 1,\n",
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48159         "    'Casualty_Type': 9,\n",
48160         "    'Pedestrian_Location': 0,\n",
48161         "    'Pedestrian_Movement': 0,\n",
48162         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
48163         "    'Sex_of_Casualty': 2,\n",
48164         "    'Vehicle_Reference': 2}],\n",
48165         "  'Date': '17/12/2012',\n",
48166         "  'Datetime': datetime.datetime(2012, 12, 17, 13, 2),\n",
48167         "  'Day_of_Week': 2,\n",
48168         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
48169         "  'Junction_Control': 4,\n",
48170         "  'Junction_Detail': 3,\n",
48171         "  'LSOA_of_Accident_Location': 'E01016823',\n",
48172         "  'Latitude': 52.031524,\n",
48173         "  'Light_Conditions': 1,\n",
48174         "  'Local_Authority_(District)': 479,\n",
48175         "  'Local_Authority_(Highway)': 'E06000042',\n",
48176         "  'Location_Easting_OSGR': 490347,\n",
48177         "  'Location_Northing_OSGR': 237834,\n",
48178         "  'Longitude': -0.684441,\n",
48179         "  'Number_of_Casualties': 1,\n",
48180         "  'Number_of_Vehicles': 2,\n",
48181         "  'Pedestrian_Crossing-Human_Control': 0,\n",
48182         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
48183         "  'Police_Force': 43,\n",
48184         "  'Road_Surface_Conditions': 2,\n",
48185         "  'Road_Type': 6,\n",
48186         "  'Special_Conditions_at_Site': 0,\n",
48187         "  'Speed_limit': 30,\n",
48188         "  'Time': '13:02',\n",
48189         "  'Urban_or_Rural_Area': 1,\n",
48190         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
48191         "    'Age_Band_of_Driver': 8,\n",
48192         "    'Age_of_Vehicle': 2,\n",
48193         "    'Driver_Home_Area_Type': 2,\n",
48194         "    'Driver_IMD_Decile': 10,\n",
48195         "    'Engine_Capacity_(CC)': 9200,\n",
48196         "    'Hit_Object_in_Carriageway': 0,\n",
48197         "    'Hit_Object_off_Carriageway': 0,\n",
48198         "    'Journey_Purpose_of_Driver': 1,\n",
48199         "    'Junction_Location': 8,\n",
48200         "    'Propulsion_Code': 2,\n",
48201         "    'Sex_of_Driver': 1,\n",
48202         "    'Skidding_and_Overturning': 0,\n",
48203         "    'Towing_and_Articulation': 1,\n",
48204         "    'Vehicle_Leaving_Carriageway': 0,\n",
48205         "    'Vehicle_Location-Restricted_Lane': 0,\n",
48206         "    'Vehicle_Manoeuvre': 5,\n",
48207         "    'Vehicle_Reference': 1,\n",
48208         "    'Vehicle_Type': 21,\n",
48209         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
48210         "   {'1st_Point_of_Impact': 3,\n",
48211         "    'Age_Band_of_Driver': 8,\n",
48212         "    'Age_of_Vehicle': 7,\n",
48213         "    'Driver_Home_Area_Type': 1,\n",
48214         "    'Driver_IMD_Decile': 5,\n",
48215         "    'Engine_Capacity_(CC)': 1398,\n",
48216         "    'Hit_Object_in_Carriageway': 0,\n",
48217         "    'Hit_Object_off_Carriageway': 0,\n",
48218         "    'Journey_Purpose_of_Driver': 2,\n",
48219         "    'Junction_Location': 8,\n",
48220         "    'Propulsion_Code': 2,\n",
48221         "    'Sex_of_Driver': 2,\n",
48222         "    'Skidding_and_Overturning': 0,\n",
48223         "    'Towing_and_Articulation': 0,\n",
48224         "    'Vehicle_Leaving_Carriageway': 0,\n",
48225         "    'Vehicle_Location-Restricted_Lane': 0,\n",
48226         "    'Vehicle_Manoeuvre': 18,\n",
48227         "    'Vehicle_Reference': 2,\n",
48228         "    'Vehicle_Type': 9,\n",
48229         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
48230         "  'Weather_Conditions': 1,\n",
48231         "  '_id': ObjectId('52a9c98292c4e16686d2b747'),\n",
48232         "  'loc': {'coordinates': [-0.684441, 52.031524], 'type': 'Point'}},\n",
48233         " {'1st_Road_Class': 3,\n",
48234         "  '1st_Road_Number': 5130,\n",
48235         "  '2nd_Road_Class': 6,\n",
48236         "  '2nd_Road_Number': 1103,\n",
48237         "  'Accident_Index': '201243S085032',\n",
48238         "  'Accident_Severity': 2,\n",
48239         "  'Carriageway_Hazards': 0,\n",
48240         "  'Casualties': [{'Age_Band_of_Casualty': 10,\n",
48241         "    'Bus_or_Coach_Passenger': 0,\n",
48242         "    'Car_Passenger': 1,\n",
48243         "    'Casualty_Class': 2,\n",
48244         "    'Casualty_Home_Area_Type': 1,\n",
48245         "    'Casualty_Reference': 2,\n",
48246         "    'Casualty_Severity': 2,\n",
48247         "    'Casualty_Type': 9,\n",
48248         "    'Pedestrian_Location': 0,\n",
48249         "    'Pedestrian_Movement': 0,\n",
48250         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
48251         "    'Sex_of_Casualty': 2,\n",
48252         "    'Vehicle_Reference': 1},\n",
48253         "   {'Age_Band_of_Casualty': 10,\n",
48254         "    'Bus_or_Coach_Passenger': 0,\n",
48255         "    'Car_Passenger': 0,\n",
48256         "    'Casualty_Class': 1,\n",
48257         "    'Casualty_Home_Area_Type': 1,\n",
48258         "    'Casualty_Reference': 3,\n",
48259         "    'Casualty_Severity': 3,\n",
48260         "    'Casualty_Type': 9,\n",
48261         "    'Pedestrian_Location': 0,\n",
48262         "    'Pedestrian_Movement': 0,\n",
48263         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
48264         "    'Sex_of_Casualty': 1,\n",
48265         "    'Vehicle_Reference': 1},\n",
48266         "   {'Age_Band_of_Casualty': 7,\n",
48267         "    'Bus_or_Coach_Passenger': 0,\n",
48268         "    'Car_Passenger': 1,\n",
48269         "    'Casualty_Class': 2,\n",
48270         "    'Casualty_Home_Area_Type': 1,\n",
48271         "    'Casualty_Reference': 1,\n",
48272         "    'Casualty_Severity': 3,\n",
48273         "    'Casualty_Type': 9,\n",
48274         "    'Pedestrian_Location': 0,\n",
48275         "    'Pedestrian_Movement': 0,\n",
48276         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
48277         "    'Sex_of_Casualty': 2,\n",
48278         "    'Vehicle_Reference': 2},\n",
48279         "   {'Age_Band_of_Casualty': 6,\n",
48280         "    'Bus_or_Coach_Passenger': 0,\n",
48281         "    'Car_Passenger': 0,\n",
48282         "    'Casualty_Class': 1,\n",
48283         "    'Casualty_Home_Area_Type': 1,\n",
48284         "    'Casualty_Reference': 4,\n",
48285         "    'Casualty_Severity': 3,\n",
48286         "    'Casualty_Type': 9,\n",
48287         "    'Pedestrian_Location': 0,\n",
48288         "    'Pedestrian_Movement': 0,\n",
48289         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
48290         "    'Sex_of_Casualty': 2,\n",
48291         "    'Vehicle_Reference': 2}],\n",
48292         "  'Date': '07/03/2012',\n",
48293         "  'Datetime': datetime.datetime(2012, 3, 7, 12, 46),\n",
48294         "  'Day_of_Week': 4,\n",
48295         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
48296         "  'Junction_Control': 4,\n",
48297         "  'Junction_Detail': 3,\n",
48298         "  'LSOA_of_Accident_Location': 'E01016783',\n",
48299         "  'Latitude': 52.036703,\n",
48300         "  'Light_Conditions': 1,\n",
48301         "  'Local_Authority_(District)': 479,\n",
48302         "  'Local_Authority_(Highway)': 'E06000042',\n",
48303         "  'Location_Easting_OSGR': 490890,\n",
48304         "  'Location_Northing_OSGR': 238420,\n",
48305         "  'Longitude': -0.676373,\n",
48306         "  'Number_of_Casualties': 4,\n",
48307         "  'Number_of_Vehicles': 2,\n",
48308         "  'Pedestrian_Crossing-Human_Control': 0,\n",
48309         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
48310         "  'Police_Force': 43,\n",
48311         "  'Road_Surface_Conditions': 2,\n",
48312         "  'Road_Type': 6,\n",
48313         "  'Special_Conditions_at_Site': 0,\n",
48314         "  'Speed_limit': 40,\n",
48315         "  'Time': '12:46',\n",
48316         "  'Urban_or_Rural_Area': 2,\n",
48317         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
48318         "    'Age_Band_of_Driver': 10,\n",
48319         "    'Age_of_Vehicle': 1,\n",
48320         "    'Driver_Home_Area_Type': 1,\n",
48321         "    'Driver_IMD_Decile': 8,\n",
48322         "    'Engine_Capacity_(CC)': 1248,\n",
48323         "    'Hit_Object_in_Carriageway': 0,\n",
48324         "    'Hit_Object_off_Carriageway': 0,\n",
48325         "    'Journey_Purpose_of_Driver': 6,\n",
48326         "    'Junction_Location': 6,\n",
48327         "    'Propulsion_Code': 1,\n",
48328         "    'Sex_of_Driver': 1,\n",
48329         "    'Skidding_and_Overturning': 0,\n",
48330         "    'Towing_and_Articulation': 0,\n",
48331         "    'Vehicle_Leaving_Carriageway': 0,\n",
48332         "    'Vehicle_Location-Restricted_Lane': 0,\n",
48333         "    'Vehicle_Manoeuvre': 9,\n",
48334         "    'Vehicle_Reference': 1,\n",
48335         "    'Vehicle_Type': 9,\n",
48336         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
48337         "   {'1st_Point_of_Impact': 1,\n",
48338         "    'Age_Band_of_Driver': 6,\n",
48339         "    'Age_of_Vehicle': 1,\n",
48340         "    'Driver_Home_Area_Type': 1,\n",
48341         "    'Driver_IMD_Decile': 8,\n",
48342         "    'Engine_Capacity_(CC)': 1799,\n",
48343         "    'Hit_Object_in_Carriageway': 0,\n",
48344         "    'Hit_Object_off_Carriageway': 0,\n",
48345         "    'Journey_Purpose_of_Driver': 2,\n",
48346         "    'Junction_Location': 1,\n",
48347         "    'Propulsion_Code': 1,\n",
48348         "    'Sex_of_Driver': 2,\n",
48349         "    'Skidding_and_Overturning': 0,\n",
48350         "    'Towing_and_Articulation': 0,\n",
48351         "    'Vehicle_Leaving_Carriageway': 7,\n",
48352         "    'Vehicle_Location-Restricted_Lane': 0,\n",
48353         "    'Vehicle_Manoeuvre': 18,\n",
48354         "    'Vehicle_Reference': 2,\n",
48355         "    'Vehicle_Type': 9,\n",
48356         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
48357         "  'Weather_Conditions': 2,\n",
48358         "  '_id': ObjectId('52a9c98292c4e16686d2b733'),\n",
48359         "  'loc': {'coordinates': [-0.676373, 52.036703], 'type': 'Point'}},\n",
48360         " {'1st_Road_Class': 3,\n",
48361         "  '1st_Road_Number': 5130,\n",
48362         "  '2nd_Road_Class': 6,\n",
48363         "  '2nd_Road_Number': 1103,\n",
48364         "  'Accident_Index': '201243S121072',\n",
48365         "  'Accident_Severity': 3,\n",
48366         "  'Carriageway_Hazards': 0,\n",
48367         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
48368         "    'Bus_or_Coach_Passenger': 0,\n",
48369         "    'Car_Passenger': 0,\n",
48370         "    'Casualty_Class': 1,\n",
48371         "    'Casualty_Home_Area_Type': 1,\n",
48372         "    'Casualty_Reference': 1,\n",
48373         "    'Casualty_Severity': 3,\n",
48374         "    'Casualty_Type': 9,\n",
48375         "    'Pedestrian_Location': 0,\n",
48376         "    'Pedestrian_Movement': 0,\n",
48377         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
48378         "    'Sex_of_Casualty': 1,\n",
48379         "    'Vehicle_Reference': 2},\n",
48380         "   {'Age_Band_of_Casualty': 7,\n",
48381         "    'Bus_or_Coach_Passenger': 0,\n",
48382         "    'Car_Passenger': 1,\n",
48383         "    'Casualty_Class': 2,\n",
48384         "    'Casualty_Home_Area_Type': 1,\n",
48385         "    'Casualty_Reference': 2,\n",
48386         "    'Casualty_Severity': 3,\n",
48387         "    'Casualty_Type': 9,\n",
48388         "    'Pedestrian_Location': 0,\n",
48389         "    'Pedestrian_Movement': 0,\n",
48390         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
48391         "    'Sex_of_Casualty': 2,\n",
48392         "    'Vehicle_Reference': 2},\n",
48393         "   {'Age_Band_of_Casualty': 1,\n",
48394         "    'Bus_or_Coach_Passenger': 0,\n",
48395         "    'Car_Passenger': 2,\n",
48396         "    'Casualty_Class': 2,\n",
48397         "    'Casualty_Home_Area_Type': 1,\n",
48398         "    'Casualty_Reference': 3,\n",
48399         "    'Casualty_Severity': 3,\n",
48400         "    'Casualty_Type': 9,\n",
48401         "    'Pedestrian_Location': 0,\n",
48402         "    'Pedestrian_Movement': 0,\n",
48403         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
48404         "    'Sex_of_Casualty': 2,\n",
48405         "    'Vehicle_Reference': 2}],\n",
48406         "  'Date': '29/07/2012',\n",
48407         "  'Datetime': datetime.datetime(2012, 7, 29, 13, 45),\n",
48408         "  'Day_of_Week': 1,\n",
48409         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
48410         "  'Junction_Control': 4,\n",
48411         "  'Junction_Detail': 3,\n",
48412         "  'LSOA_of_Accident_Location': 'E01016783',\n",
48413         "  'Latitude': 52.036703,\n",
48414         "  'Light_Conditions': 1,\n",
48415         "  'Local_Authority_(District)': 479,\n",
48416         "  'Local_Authority_(Highway)': 'E06000042',\n",
48417         "  'Location_Easting_OSGR': 490890,\n",
48418         "  'Location_Northing_OSGR': 238420,\n",
48419         "  'Longitude': -0.676373,\n",
48420         "  'Number_of_Casualties': 3,\n",
48421         "  'Number_of_Vehicles': 2,\n",
48422         "  'Pedestrian_Crossing-Human_Control': 0,\n",
48423         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
48424         "  'Police_Force': 43,\n",
48425         "  'Road_Surface_Conditions': 1,\n",
48426         "  'Road_Type': 6,\n",
48427         "  'Special_Conditions_at_Site': 0,\n",
48428         "  'Speed_limit': 40,\n",
48429         "  'Time': '13:45',\n",
48430         "  'Urban_or_Rural_Area': 2,\n",
48431         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
48432         "    'Age_Band_of_Driver': 6,\n",
48433         "    'Age_of_Vehicle': 5,\n",
48434         "    'Driver_Home_Area_Type': 1,\n",
48435         "    'Driver_IMD_Decile': 4,\n",
48436         "    'Engine_Capacity_(CC)': 1596,\n",
48437         "    'Hit_Object_in_Carriageway': 0,\n",
48438         "    'Hit_Object_off_Carriageway': 0,\n",
48439         "    'Journey_Purpose_of_Driver': 6,\n",
48440         "    'Junction_Location': 8,\n",
48441         "    'Propulsion_Code': 1,\n",
48442         "    'Sex_of_Driver': 1,\n",
48443         "    'Skidding_and_Overturning': 0,\n",
48444         "    'Towing_and_Articulation': 0,\n",
48445         "    'Vehicle_Leaving_Carriageway': 0,\n",
48446         "    'Vehicle_Location-Restricted_Lane': 0,\n",
48447         "    'Vehicle_Manoeuvre': 9,\n",
48448         "    'Vehicle_Reference': 1,\n",
48449         "    'Vehicle_Type': 9,\n",
48450         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
48451         "   {'1st_Point_of_Impact': 1,\n",
48452         "    'Age_Band_of_Driver': 7,\n",
48453         "    'Age_of_Vehicle': 7,\n",
48454         "    'Driver_Home_Area_Type': 1,\n",
48455         "    'Driver_IMD_Decile': 4,\n",
48456         "    'Engine_Capacity_(CC)': 1769,\n",
48457         "    'Hit_Object_in_Carriageway': 0,\n",
48458         "    'Hit_Object_off_Carriageway': 0,\n",
48459         "    'Journey_Purpose_of_Driver': 6,\n",
48460         "    'Junction_Location': 1,\n",
48461         "    'Propulsion_Code': 1,\n",
48462         "    'Sex_of_Driver': 1,\n",
48463         "    'Skidding_and_Overturning': 0,\n",
48464         "    'Towing_and_Articulation': 0,\n",
48465         "    'Vehicle_Leaving_Carriageway': 0,\n",
48466         "    'Vehicle_Location-Restricted_Lane': 0,\n",
48467         "    'Vehicle_Manoeuvre': 18,\n",
48468         "    'Vehicle_Reference': 2,\n",
48469         "    'Vehicle_Type': 9,\n",
48470         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
48471         "  'Weather_Conditions': 1,\n",
48472         "  '_id': ObjectId('52a9c98292c4e16686d2b7f1'),\n",
48473         "  'loc': {'coordinates': [-0.676373, 52.036703], 'type': 'Point'}},\n",
48474         " {'1st_Road_Class': 1,\n",
48475         "  '1st_Road_Number': 1,\n",
48476         "  '2nd_Road_Class': -1,\n",
48477         "  '2nd_Road_Number': 0,\n",
48478         "  'Accident_Index': '201243S072112',\n",
48479         "  'Accident_Severity': 3,\n",
48480         "  'Carriageway_Hazards': 0,\n",
48481         "  'Casualties': [{'Age_Band_of_Casualty': 2,\n",
48482         "    'Bus_or_Coach_Passenger': 0,\n",
48483         "    'Car_Passenger': 2,\n",
48484         "    'Casualty_Class': 2,\n",
48485         "    'Casualty_Home_Area_Type': 2,\n",
48486         "    'Casualty_Reference': 1,\n",
48487         "    'Casualty_Severity': 3,\n",
48488         "    'Casualty_Type': 9,\n",
48489         "    'Pedestrian_Location': 0,\n",
48490         "    'Pedestrian_Movement': 0,\n",
48491         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
48492         "    'Sex_of_Casualty': 2,\n",
48493         "    'Vehicle_Reference': 2},\n",
48494         "   {'Age_Band_of_Casualty': 2,\n",
48495         "    'Bus_or_Coach_Passenger': 0,\n",
48496         "    'Car_Passenger': 2,\n",
48497         "    'Casualty_Class': 2,\n",
48498         "    'Casualty_Home_Area_Type': 2,\n",
48499         "    'Casualty_Reference': 2,\n",
48500         "    'Casualty_Severity': 3,\n",
48501         "    'Casualty_Type': 9,\n",
48502         "    'Pedestrian_Location': 0,\n",
48503         "    'Pedestrian_Movement': 0,\n",
48504         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
48505         "    'Sex_of_Casualty': 2,\n",
48506         "    'Vehicle_Reference': 2},\n",
48507         "   {'Age_Band_of_Casualty': 1,\n",
48508         "    'Bus_or_Coach_Passenger': 0,\n",
48509         "    'Car_Passenger': 2,\n",
48510         "    'Casualty_Class': 2,\n",
48511         "    'Casualty_Home_Area_Type': 2,\n",
48512         "    'Casualty_Reference': 3,\n",
48513         "    'Casualty_Severity': 3,\n",
48514         "    'Casualty_Type': 9,\n",
48515         "    'Pedestrian_Location': 0,\n",
48516         "    'Pedestrian_Movement': 0,\n",
48517         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
48518         "    'Sex_of_Casualty': 2,\n",
48519         "    'Vehicle_Reference': 2}],\n",
48520         "  'Date': '18/11/2012',\n",
48521         "  'Datetime': datetime.datetime(2012, 11, 18, 9, 10),\n",
48522         "  'Day_of_Week': 1,\n",
48523         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
48524         "  'Junction_Control': -1,\n",
48525         "  'Junction_Detail': 0,\n",
48526         "  'LSOA_of_Accident_Location': 'E01016803',\n",
48527         "  'Latitude': 52.05128,\n",
48528         "  'Light_Conditions': 1,\n",
48529         "  'Local_Authority_(District)': 479,\n",
48530         "  'Local_Authority_(Highway)': 'E06000042',\n",
48531         "  'Location_Easting_OSGR': 490790,\n",
48532         "  'Location_Northing_OSGR': 240040,\n",
48533         "  'Longitude': -0.6774,\n",
48534         "  'Number_of_Casualties': 3,\n",
48535         "  'Number_of_Vehicles': 2,\n",
48536         "  'Pedestrian_Crossing-Human_Control': 0,\n",
48537         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
48538         "  'Police_Force': 43,\n",
48539         "  'Road_Surface_Conditions': 1,\n",
48540         "  'Road_Type': 3,\n",
48541         "  'Special_Conditions_at_Site': 0,\n",
48542         "  'Speed_limit': 70,\n",
48543         "  'Time': '09:10',\n",
48544         "  'Urban_or_Rural_Area': 2,\n",
48545         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
48546         "    'Age_Band_of_Driver': 6,\n",
48547         "    'Age_of_Vehicle': 10,\n",
48548         "    'Driver_Home_Area_Type': 1,\n",
48549         "    'Driver_IMD_Decile': 1,\n",
48550         "    'Engine_Capacity_(CC)': 1598,\n",
48551         "    'Hit_Object_in_Carriageway': 0,\n",
48552         "    'Hit_Object_off_Carriageway': 9,\n",
48553         "    'Journey_Purpose_of_Driver': 6,\n",
48554         "    'Junction_Location': 0,\n",
48555         "    'Propulsion_Code': 1,\n",
48556         "    'Sex_of_Driver': 2,\n",
48557         "    'Skidding_and_Overturning': 1,\n",
48558         "    'Towing_and_Articulation': 0,\n",
48559         "    'Vehicle_Leaving_Carriageway': 1,\n",
48560         "    'Vehicle_Location-Restricted_Lane': 0,\n",
48561         "    'Vehicle_Manoeuvre': 18,\n",
48562         "    'Vehicle_Reference': 1,\n",
48563         "    'Vehicle_Type': 9,\n",
48564         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
48565         "   {'1st_Point_of_Impact': 3,\n",
48566         "    'Age_Band_of_Driver': 7,\n",
48567         "    'Age_of_Vehicle': 11,\n",
48568         "    'Driver_Home_Area_Type': 2,\n",
48569         "    'Driver_IMD_Decile': 8,\n",
48570         "    'Engine_Capacity_(CC)': 1598,\n",
48571         "    'Hit_Object_in_Carriageway': 0,\n",
48572         "    'Hit_Object_off_Carriageway': 0,\n",
48573         "    'Journey_Purpose_of_Driver': 6,\n",
48574         "    'Junction_Location': 0,\n",
48575         "    'Propulsion_Code': 1,\n",
48576         "    'Sex_of_Driver': 1,\n",
48577         "    'Skidding_and_Overturning': 0,\n",
48578         "    'Towing_and_Articulation': 0,\n",
48579         "    'Vehicle_Leaving_Carriageway': 0,\n",
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48591         "  '2nd_Road_Number': 0,\n",
48592         "  'Accident_Index': '201243S134112',\n",
48593         "  'Accident_Severity': 3,\n",
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48606         "    'Sex_of_Casualty': 2,\n",
48607         "    'Vehicle_Reference': 2}],\n",
48608         "  'Date': '30/11/2012',\n",
48609         "  'Datetime': datetime.datetime(2012, 11, 30, 19, 55),\n",
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48621         "  'Longitude': -0.678421,\n",
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48631         "  'Time': '19:55',\n",
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48653         "   {'1st_Point_of_Impact': 4,\n",
48654         "    'Age_Band_of_Driver': 6,\n",
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48675         "  'loc': {'coordinates': [-0.678421, 52.051292], 'type': 'Point'}},\n",
48676         " {'1st_Road_Class': 3,\n",
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48678         "  '2nd_Road_Class': -1,\n",
48679         "  '2nd_Road_Number': 0,\n",
48680         "  'Accident_Index': '201243S150052',\n",
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48694         "    'Sex_of_Casualty': 2,\n",
48695         "    'Vehicle_Reference': 1}],\n",
48696         "  'Date': '31/05/2012',\n",
48697         "  'Datetime': datetime.datetime(2012, 5, 31, 7, 30),\n",
48698         "  'Day_of_Week': 5,\n",
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48703         "  'Latitude': 52.042676,\n",
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48709         "  'Longitude': -0.696027,\n",
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48719         "  'Time': '07:30',\n",
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48748         "  'Accident_Index': '201243S041072',\n",
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48764         "  'Date': '08/07/2012',\n",
48765         "  'Datetime': datetime.datetime(2012, 7, 8, 1, 5),\n",
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48836         "  'Accident_Index': '201243S076092',\n",
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48851         "    'Vehicle_Reference': 1}],\n",
48852         "  'Date': '18/09/2012',\n",
48853         "  'Datetime': datetime.datetime(2012, 9, 18, 22, 0),\n",
48854         "  'Day_of_Week': 3,\n",
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48865         "  'Longitude': -0.692867,\n",
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48875         "  'Time': '22:00',\n",
48876         "  'Urban_or_Rural_Area': 2,\n",
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48878         "    'Age_Band_of_Driver': 8,\n",
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48897         "  'Weather_Conditions': 1,\n",
48898         "  '_id': ObjectId('52a9c98292c4e16686d2b70c'),\n",
48899         "  'loc': {'coordinates': [-0.692867, 52.041023], 'type': 'Point'}},\n",
48900         " {'1st_Road_Class': 3,\n",
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48902         "  '2nd_Road_Class': 5,\n",
48903         "  '2nd_Road_Number': 40,\n",
48904         "  'Accident_Index': '201243S126122',\n",
48905         "  'Accident_Severity': 3,\n",
48906         "  'Carriageway_Hazards': 0,\n",
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48908         "    'Bus_or_Coach_Passenger': 0,\n",
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48912         "    'Casualty_Reference': 1,\n",
48913         "    'Casualty_Severity': 3,\n",
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48915         "    'Pedestrian_Location': 0,\n",
48916         "    'Pedestrian_Movement': 0,\n",
48917         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
48918         "    'Sex_of_Casualty': 2,\n",
48919         "    'Vehicle_Reference': 2},\n",
48920         "   {'Age_Band_of_Casualty': 10,\n",
48921         "    'Bus_or_Coach_Passenger': 0,\n",
48922         "    'Car_Passenger': 2,\n",
48923         "    'Casualty_Class': 2,\n",
48924         "    'Casualty_Home_Area_Type': 1,\n",
48925         "    'Casualty_Reference': 2,\n",
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48930         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
48931         "    'Sex_of_Casualty': 2,\n",
48932         "    'Vehicle_Reference': 2}],\n",
48933         "  'Date': '22/12/2012',\n",
48934         "  'Datetime': datetime.datetime(2012, 12, 22, 17, 37),\n",
48935         "  'Day_of_Week': 7,\n",
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48937         "  'Junction_Control': 4,\n",
48938         "  'Junction_Detail': 3,\n",
48939         "  'LSOA_of_Accident_Location': 'E01016785',\n",
48940         "  'Latitude': 52.050415,\n",
48941         "  'Light_Conditions': 4,\n",
48942         "  'Local_Authority_(District)': 479,\n",
48943         "  'Local_Authority_(Highway)': 'E06000042',\n",
48944         "  'Location_Easting_OSGR': 489699,\n",
48945         "  'Location_Northing_OSGR': 239924,\n",
48946         "  'Longitude': -0.693337,\n",
48947         "  'Number_of_Casualties': 2,\n",
48948         "  'Number_of_Vehicles': 2,\n",
48949         "  'Pedestrian_Crossing-Human_Control': 0,\n",
48950         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
48951         "  'Police_Force': 43,\n",
48952         "  'Road_Surface_Conditions': 2,\n",
48953         "  'Road_Type': 6,\n",
48954         "  'Special_Conditions_at_Site': 0,\n",
48955         "  'Speed_limit': 30,\n",
48956         "  'Time': '17:37',\n",
48957         "  'Urban_or_Rural_Area': 2,\n",
48958         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
48959         "    'Age_Band_of_Driver': 10,\n",
48960         "    'Age_of_Vehicle': 4,\n",
48961         "    'Driver_Home_Area_Type': 1,\n",
48962         "    'Driver_IMD_Decile': 9,\n",
48963         "    'Engine_Capacity_(CC)': 1422,\n",
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48965         "    'Hit_Object_off_Carriageway': 0,\n",
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48967         "    'Junction_Location': 8,\n",
48968         "    'Propulsion_Code': 2,\n",
48969         "    'Sex_of_Driver': 1,\n",
48970         "    'Skidding_and_Overturning': 0,\n",
48971         "    'Towing_and_Articulation': 0,\n",
48972         "    'Vehicle_Leaving_Carriageway': 0,\n",
48973         "    'Vehicle_Location-Restricted_Lane': 0,\n",
48974         "    'Vehicle_Manoeuvre': 9,\n",
48975         "    'Vehicle_Reference': 1,\n",
48976         "    'Vehicle_Type': 9,\n",
48977         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
48978         "   {'1st_Point_of_Impact': 1,\n",
48979         "    'Age_Band_of_Driver': 10,\n",
48980         "    'Age_of_Vehicle': 5,\n",
48981         "    'Driver_Home_Area_Type': 2,\n",
48982         "    'Driver_IMD_Decile': 9,\n",
48983         "    'Engine_Capacity_(CC)': 1242,\n",
48984         "    'Hit_Object_in_Carriageway': 0,\n",
48985         "    'Hit_Object_off_Carriageway': 0,\n",
48986         "    'Journey_Purpose_of_Driver': 5,\n",
48987         "    'Junction_Location': 8,\n",
48988         "    'Propulsion_Code': 1,\n",
48989         "    'Sex_of_Driver': 1,\n",
48990         "    'Skidding_and_Overturning': 1,\n",
48991         "    'Towing_and_Articulation': 0,\n",
48992         "    'Vehicle_Leaving_Carriageway': 0,\n",
48993         "    'Vehicle_Location-Restricted_Lane': 0,\n",
48994         "    'Vehicle_Manoeuvre': 18,\n",
48995         "    'Vehicle_Reference': 2,\n",
48996         "    'Vehicle_Type': 9,\n",
48997         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
48998         "  'Weather_Conditions': 2,\n",
48999         "  '_id': ObjectId('52a9c98292c4e16686d2b80c'),\n",
49000         "  'loc': {'coordinates': [-0.693337, 52.050415], 'type': 'Point'}},\n",
49001         " {'1st_Road_Class': 1,\n",
49002         "  '1st_Road_Number': 1,\n",
49003         "  '2nd_Road_Class': -1,\n",
49004         "  '2nd_Road_Number': 0,\n",
49005         "  'Accident_Index': '201243S019022',\n",
49006         "  'Accident_Severity': 2,\n",
49007         "  'Carriageway_Hazards': 0,\n",
49008         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
49009         "    'Bus_or_Coach_Passenger': 0,\n",
49010         "    'Car_Passenger': 0,\n",
49011         "    'Casualty_Class': 1,\n",
49012         "    'Casualty_Home_Area_Type': 1,\n",
49013         "    'Casualty_Reference': 1,\n",
49014         "    'Casualty_Severity': 3,\n",
49015         "    'Casualty_Type': 9,\n",
49016         "    'Pedestrian_Location': 0,\n",
49017         "    'Pedestrian_Movement': 0,\n",
49018         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
49019         "    'Sex_of_Casualty': 1,\n",
49020         "    'Vehicle_Reference': 2},\n",
49021         "   {'Age_Band_of_Casualty': 9,\n",
49022         "    'Bus_or_Coach_Passenger': 0,\n",
49023         "    'Car_Passenger': 1,\n",
49024         "    'Casualty_Class': 2,\n",
49025         "    'Casualty_Home_Area_Type': 1,\n",
49026         "    'Casualty_Reference': 2,\n",
49027         "    'Casualty_Severity': 2,\n",
49028         "    'Casualty_Type': 9,\n",
49029         "    'Pedestrian_Location': 0,\n",
49030         "    'Pedestrian_Movement': 0,\n",
49031         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
49032         "    'Sex_of_Casualty': 2,\n",
49033         "    'Vehicle_Reference': 2}],\n",
49034         "  'Date': '01/02/2012',\n",
49035         "  'Datetime': datetime.datetime(2012, 2, 1, 9, 0),\n",
49036         "  'Day_of_Week': 4,\n",
49037         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
49038         "  'Junction_Control': -1,\n",
49039         "  'Junction_Detail': 0,\n",
49040         "  'LSOA_of_Accident_Location': 'E01016785',\n",
49041         "  'Latitude': 52.0553,\n",
49042         "  'Light_Conditions': 1,\n",
49043         "  'Local_Authority_(District)': 479,\n",
49044         "  'Local_Authority_(Highway)': 'E06000042',\n",
49045         "  'Location_Easting_OSGR': 489840,\n",
49046         "  'Location_Northing_OSGR': 240470,\n",
49047         "  'Longitude': -0.691138,\n",
49048         "  'Number_of_Casualties': 2,\n",
49049         "  'Number_of_Vehicles': 3,\n",
49050         "  'Pedestrian_Crossing-Human_Control': 0,\n",
49051         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
49052         "  'Police_Force': 43,\n",
49053         "  'Road_Surface_Conditions': 1,\n",
49054         "  'Road_Type': 3,\n",
49055         "  'Special_Conditions_at_Site': 0,\n",
49056         "  'Speed_limit': 70,\n",
49057         "  'Time': '09:00',\n",
49058         "  'Urban_or_Rural_Area': 2,\n",
49059         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
49060         "    'Age_Band_of_Driver': 5,\n",
49061         "    'Age_of_Vehicle': 9,\n",
49062         "    'Driver_Home_Area_Type': 1,\n",
49063         "    'Driver_IMD_Decile': 8,\n",
49064         "    'Engine_Capacity_(CC)': 2496,\n",
49065         "    'Hit_Object_in_Carriageway': 0,\n",
49066         "    'Hit_Object_off_Carriageway': 0,\n",
49067         "    'Journey_Purpose_of_Driver': 6,\n",
49068         "    'Junction_Location': 0,\n",
49069         "    'Propulsion_Code': 2,\n",
49070         "    'Sex_of_Driver': 1,\n",
49071         "    'Skidding_and_Overturning': 1,\n",
49072         "    'Towing_and_Articulation': 0,\n",
49073         "    'Vehicle_Leaving_Carriageway': 0,\n",
49074         "    'Vehicle_Location-Restricted_Lane': 0,\n",
49075         "    'Vehicle_Manoeuvre': 18,\n",
49076         "    'Vehicle_Reference': 1,\n",
49077         "    'Vehicle_Type': 9,\n",
49078         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
49079         "   {'1st_Point_of_Impact': 2,\n",
49080         "    'Age_Band_of_Driver': 6,\n",
49081         "    'Age_of_Vehicle': 9,\n",
49082         "    'Driver_Home_Area_Type': 1,\n",
49083         "    'Driver_IMD_Decile': 6,\n",
49084         "    'Engine_Capacity_(CC)': 1396,\n",
49085         "    'Hit_Object_in_Carriageway': 0,\n",
49086         "    'Hit_Object_off_Carriageway': 0,\n",
49087         "    'Journey_Purpose_of_Driver': 6,\n",
49088         "    'Junction_Location': 0,\n",
49089         "    'Propulsion_Code': 1,\n",
49090         "    'Sex_of_Driver': 1,\n",
49091         "    'Skidding_and_Overturning': 0,\n",
49092         "    'Towing_and_Articulation': 0,\n",
49093         "    'Vehicle_Leaving_Carriageway': 0,\n",
49094         "    'Vehicle_Location-Restricted_Lane': 0,\n",
49095         "    'Vehicle_Manoeuvre': 3,\n",
49096         "    'Vehicle_Reference': 2,\n",
49097         "    'Vehicle_Type': 9,\n",
49098         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
49099         "   {'1st_Point_of_Impact': 2,\n",
49100         "    'Age_Band_of_Driver': 6,\n",
49101         "    'Age_of_Vehicle': 8,\n",
49102         "    'Driver_Home_Area_Type': 2,\n",
49103         "    'Driver_IMD_Decile': 9,\n",
49104         "    'Engine_Capacity_(CC)': 1998,\n",
49105         "    'Hit_Object_in_Carriageway': 0,\n",
49106         "    'Hit_Object_off_Carriageway': 0,\n",
49107         "    'Journey_Purpose_of_Driver': 6,\n",
49108         "    'Junction_Location': 0,\n",
49109         "    'Propulsion_Code': 1,\n",
49110         "    'Sex_of_Driver': 1,\n",
49111         "    'Skidding_and_Overturning': 0,\n",
49112         "    'Towing_and_Articulation': 0,\n",
49113         "    'Vehicle_Leaving_Carriageway': 0,\n",
49114         "    'Vehicle_Location-Restricted_Lane': 0,\n",
49115         "    'Vehicle_Manoeuvre': 3,\n",
49116         "    'Vehicle_Reference': 3,\n",
49117         "    'Vehicle_Type': 9,\n",
49118         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
49119         "  'Weather_Conditions': 1,\n",
49120         "  '_id': ObjectId('52a9c98292c4e16686d2b5fa'),\n",
49121         "  'loc': {'coordinates': [-0.691138, 52.0553], 'type': 'Point'}},\n",
49122         " {'1st_Road_Class': 1,\n",
49123         "  '1st_Road_Number': 1,\n",
49124         "  '2nd_Road_Class': -1,\n",
49125         "  '2nd_Road_Number': 0,\n",
49126         "  'Accident_Index': '201243S032112',\n",
49127         "  'Accident_Severity': 2,\n",
49128         "  'Carriageway_Hazards': 0,\n",
49129         "  'Casualties': [{'Age_Band_of_Casualty': 7,\n",
49130         "    'Bus_or_Coach_Passenger': 0,\n",
49131         "    'Car_Passenger': 0,\n",
49132         "    'Casualty_Class': 1,\n",
49133         "    'Casualty_Home_Area_Type': 1,\n",
49134         "    'Casualty_Reference': 1,\n",
49135         "    'Casualty_Severity': 3,\n",
49136         "    'Casualty_Type': 21,\n",
49137         "    'Pedestrian_Location': 0,\n",
49138         "    'Pedestrian_Movement': 0,\n",
49139         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
49140         "    'Sex_of_Casualty': 1,\n",
49141         "    'Vehicle_Reference': 1},\n",
49142         "   {'Age_Band_of_Casualty': 8,\n",
49143         "    'Bus_or_Coach_Passenger': 0,\n",
49144         "    'Car_Passenger': 0,\n",
49145         "    'Casualty_Class': 1,\n",
49146         "    'Casualty_Home_Area_Type': 1,\n",
49147         "    'Casualty_Reference': 2,\n",
49148         "    'Casualty_Severity': 2,\n",
49149         "    'Casualty_Type': 9,\n",
49150         "    'Pedestrian_Location': 0,\n",
49151         "    'Pedestrian_Movement': 0,\n",
49152         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
49153         "    'Sex_of_Casualty': 1,\n",
49154         "    'Vehicle_Reference': 2},\n",
49155         "   {'Age_Band_of_Casualty': 6,\n",
49156         "    'Bus_or_Coach_Passenger': 0,\n",
49157         "    'Car_Passenger': 0,\n",
49158         "    'Casualty_Class': 1,\n",
49159         "    'Casualty_Home_Area_Type': 1,\n",
49160         "    'Casualty_Reference': 3,\n",
49161         "    'Casualty_Severity': 3,\n",
49162         "    'Casualty_Type': 9,\n",
49163         "    'Pedestrian_Location': 0,\n",
49164         "    'Pedestrian_Movement': 0,\n",
49165         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
49166         "    'Sex_of_Casualty': 2,\n",
49167         "    'Vehicle_Reference': 3},\n",
49168         "   {'Age_Band_of_Casualty': 8,\n",
49169         "    'Bus_or_Coach_Passenger': 0,\n",
49170         "    'Car_Passenger': 0,\n",
49171         "    'Casualty_Class': 1,\n",
49172         "    'Casualty_Home_Area_Type': 1,\n",
49173         "    'Casualty_Reference': 4,\n",
49174         "    'Casualty_Severity': 3,\n",
49175         "    'Casualty_Type': 9,\n",
49176         "    'Pedestrian_Location': 0,\n",
49177         "    'Pedestrian_Movement': 0,\n",
49178         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
49179         "    'Sex_of_Casualty': 2,\n",
49180         "    'Vehicle_Reference': 4},\n",
49181         "   {'Age_Band_of_Casualty': 8,\n",
49182         "    'Bus_or_Coach_Passenger': 0,\n",
49183         "    'Car_Passenger': 0,\n",
49184         "    'Casualty_Class': 1,\n",
49185         "    'Casualty_Home_Area_Type': 1,\n",
49186         "    'Casualty_Reference': 5,\n",
49187         "    'Casualty_Severity': 3,\n",
49188         "    'Casualty_Type': 9,\n",
49189         "    'Pedestrian_Location': 0,\n",
49190         "    'Pedestrian_Movement': 0,\n",
49191         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
49192         "    'Sex_of_Casualty': 1,\n",
49193         "    'Vehicle_Reference': 5},\n",
49194         "   {'Age_Band_of_Casualty': 9,\n",
49195         "    'Bus_or_Coach_Passenger': 0,\n",
49196         "    'Car_Passenger': 0,\n",
49197         "    'Casualty_Class': 1,\n",
49198         "    'Casualty_Home_Area_Type': 1,\n",
49199         "    'Casualty_Reference': 6,\n",
49200         "    'Casualty_Severity': 3,\n",
49201         "    'Casualty_Type': 9,\n",
49202         "    'Pedestrian_Location': 0,\n",
49203         "    'Pedestrian_Movement': 0,\n",
49204         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
49205         "    'Sex_of_Casualty': 2,\n",
49206         "    'Vehicle_Reference': 7}],\n",
49207         "  'Date': '09/11/2012',\n",
49208         "  'Datetime': datetime.datetime(2012, 11, 9, 8, 30),\n",
49209         "  'Day_of_Week': 6,\n",
49210         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
49211         "  'Junction_Control': -1,\n",
49212         "  'Junction_Detail': 0,\n",
49213         "  'LSOA_of_Accident_Location': 'E01016785',\n",
49214         "  'Latitude': 52.055672,\n",
49215         "  'Light_Conditions': 1,\n",
49216         "  'Local_Authority_(District)': 479,\n",
49217         "  'Local_Authority_(Highway)': 'E06000042',\n",
49218         "  'Location_Easting_OSGR': 489760,\n",
49219         "  'Location_Northing_OSGR': 240510,\n",
49220         "  'Longitude': -0.692294,\n",
49221         "  'Number_of_Casualties': 6,\n",
49222         "  'Number_of_Vehicles': 7,\n",
49223         "  'Pedestrian_Crossing-Human_Control': 0,\n",
49224         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
49225         "  'Police_Force': 43,\n",
49226         "  'Road_Surface_Conditions': 1,\n",
49227         "  'Road_Type': 3,\n",
49228         "  'Special_Conditions_at_Site': 0,\n",
49229         "  'Speed_limit': 70,\n",
49230         "  'Time': '08:30',\n",
49231         "  'Urban_or_Rural_Area': 2,\n",
49232         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
49233         "    'Age_Band_of_Driver': 7,\n",
49234         "    'Age_of_Vehicle': 1,\n",
49235         "    'Driver_Home_Area_Type': 1,\n",
49236         "    'Driver_IMD_Decile': 4,\n",
49237         "    'Engine_Capacity_(CC)': 12777,\n",
49238         "    'Hit_Object_in_Carriageway': 0,\n",
49239         "    'Hit_Object_off_Carriageway': 0,\n",
49240         "    'Journey_Purpose_of_Driver': 1,\n",
49241         "    'Junction_Location': 0,\n",
49242         "    'Propulsion_Code': 2,\n",
49243         "    'Sex_of_Driver': 1,\n",
49244         "    'Skidding_and_Overturning': 1,\n",
49245         "    'Towing_and_Articulation': 1,\n",
49246         "    'Vehicle_Leaving_Carriageway': 0,\n",
49247         "    'Vehicle_Location-Restricted_Lane': 0,\n",
49248         "    'Vehicle_Manoeuvre': 18,\n",
49249         "    'Vehicle_Reference': 1,\n",
49250         "    'Vehicle_Type': 21,\n",
49251         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
49252         "   {'1st_Point_of_Impact': 2,\n",
49253         "    'Age_Band_of_Driver': 8,\n",
49254         "    'Age_of_Vehicle': 8,\n",
49255         "    'Driver_Home_Area_Type': 1,\n",
49256         "    'Driver_IMD_Decile': 10,\n",
49257         "    'Engine_Capacity_(CC)': 1199,\n",
49258         "    'Hit_Object_in_Carriageway': 0,\n",
49259         "    'Hit_Object_off_Carriageway': 0,\n",
49260         "    'Journey_Purpose_of_Driver': 2,\n",
49261         "    'Junction_Location': 0,\n",
49262         "    'Propulsion_Code': 1,\n",
49263         "    'Sex_of_Driver': 1,\n",
49264         "    'Skidding_and_Overturning': 0,\n",
49265         "    'Towing_and_Articulation': 0,\n",
49266         "    'Vehicle_Leaving_Carriageway': 0,\n",
49267         "    'Vehicle_Location-Restricted_Lane': 0,\n",
49268         "    'Vehicle_Manoeuvre': 4,\n",
49269         "    'Vehicle_Reference': 2,\n",
49270         "    'Vehicle_Type': 9,\n",
49271         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
49272         "   {'1st_Point_of_Impact': 2,\n",
49273         "    'Age_Band_of_Driver': 6,\n",
49274         "    'Age_of_Vehicle': 6,\n",
49275         "    'Driver_Home_Area_Type': 1,\n",
49276         "    'Driver_IMD_Decile': 7,\n",
49277         "    'Engine_Capacity_(CC)': 1560,\n",
49278         "    'Hit_Object_in_Carriageway': 0,\n",
49279         "    'Hit_Object_off_Carriageway': 0,\n",
49280         "    'Journey_Purpose_of_Driver': 2,\n",
49281         "    'Junction_Location': 0,\n",
49282         "    'Propulsion_Code': 2,\n",
49283         "    'Sex_of_Driver': 2,\n",
49284         "    'Skidding_and_Overturning': 0,\n",
49285         "    'Towing_and_Articulation': 0,\n",
49286         "    'Vehicle_Leaving_Carriageway': 0,\n",
49287         "    'Vehicle_Location-Restricted_Lane': 0,\n",
49288         "    'Vehicle_Manoeuvre': 4,\n",
49289         "    'Vehicle_Reference': 3,\n",
49290         "    'Vehicle_Type': 9,\n",
49291         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
49292         "   {'1st_Point_of_Impact': 2,\n",
49293         "    'Age_Band_of_Driver': 8,\n",
49294         "    'Age_of_Vehicle': 5,\n",
49295         "    'Driver_Home_Area_Type': 1,\n",
49296         "    'Driver_IMD_Decile': 9,\n",
49297         "    'Engine_Capacity_(CC)': 1796,\n",
49298         "    'Hit_Object_in_Carriageway': 0,\n",
49299         "    'Hit_Object_off_Carriageway': 0,\n",
49300         "    'Journey_Purpose_of_Driver': 2,\n",
49301         "    'Junction_Location': 0,\n",
49302         "    'Propulsion_Code': 1,\n",
49303         "    'Sex_of_Driver': 2,\n",
49304         "    'Skidding_and_Overturning': 0,\n",
49305         "    'Towing_and_Articulation': 0,\n",
49306         "    'Vehicle_Leaving_Carriageway': 0,\n",
49307         "    'Vehicle_Location-Restricted_Lane': 0,\n",
49308         "    'Vehicle_Manoeuvre': 4,\n",
49309         "    'Vehicle_Reference': 4,\n",
49310         "    'Vehicle_Type': 9,\n",
49311         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
49312         "   {'1st_Point_of_Impact': 2,\n",
49313         "    'Age_Band_of_Driver': 8,\n",
49314         "    'Age_of_Vehicle': 5,\n",
49315         "    'Driver_Home_Area_Type': 1,\n",
49316         "    'Driver_IMD_Decile': 7,\n",
49317         "    'Engine_Capacity_(CC)': 1149,\n",
49318         "    'Hit_Object_in_Carriageway': 0,\n",
49319         "    'Hit_Object_off_Carriageway': 0,\n",
49320         "    'Journey_Purpose_of_Driver': 2,\n",
49321         "    'Junction_Location': 0,\n",
49322         "    'Propulsion_Code': 1,\n",
49323         "    'Sex_of_Driver': 1,\n",
49324         "    'Skidding_and_Overturning': 0,\n",
49325         "    'Towing_and_Articulation': 0,\n",
49326         "    'Vehicle_Leaving_Carriageway': 0,\n",
49327         "    'Vehicle_Location-Restricted_Lane': 0,\n",
49328         "    'Vehicle_Manoeuvre': 4,\n",
49329         "    'Vehicle_Reference': 5,\n",
49330         "    'Vehicle_Type': 9,\n",
49331         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
49332         "   {'1st_Point_of_Impact': 2,\n",
49333         "    'Age_Band_of_Driver': 7,\n",
49334         "    'Age_of_Vehicle': 10,\n",
49335         "    'Driver_Home_Area_Type': 2,\n",
49336         "    'Driver_IMD_Decile': 10,\n",
49337         "    'Engine_Capacity_(CC)': 2148,\n",
49338         "    'Hit_Object_in_Carriageway': 0,\n",
49339         "    'Hit_Object_off_Carriageway': 0,\n",
49340         "    'Journey_Purpose_of_Driver': 2,\n",
49341         "    'Junction_Location': 0,\n",
49342         "    'Propulsion_Code': 2,\n",
49343         "    'Sex_of_Driver': 2,\n",
49344         "    'Skidding_and_Overturning': 0,\n",
49345         "    'Towing_and_Articulation': 0,\n",
49346         "    'Vehicle_Leaving_Carriageway': 0,\n",
49347         "    'Vehicle_Location-Restricted_Lane': 0,\n",
49348         "    'Vehicle_Manoeuvre': 4,\n",
49349         "    'Vehicle_Reference': 6,\n",
49350         "    'Vehicle_Type': 9,\n",
49351         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
49352         "   {'1st_Point_of_Impact': 2,\n",
49353         "    'Age_Band_of_Driver': 9,\n",
49354         "    'Age_of_Vehicle': 5,\n",
49355         "    'Driver_Home_Area_Type': 1,\n",
49356         "    'Driver_IMD_Decile': 6,\n",
49357         "    'Engine_Capacity_(CC)': 2982,\n",
49358         "    'Hit_Object_in_Carriageway': 0,\n",
49359         "    'Hit_Object_off_Carriageway': 0,\n",
49360         "    'Journey_Purpose_of_Driver': 2,\n",
49361         "    'Junction_Location': 0,\n",
49362         "    'Propulsion_Code': 2,\n",
49363         "    'Sex_of_Driver': 2,\n",
49364         "    'Skidding_and_Overturning': 0,\n",
49365         "    'Towing_and_Articulation': 0,\n",
49366         "    'Vehicle_Leaving_Carriageway': 0,\n",
49367         "    'Vehicle_Location-Restricted_Lane': 0,\n",
49368         "    'Vehicle_Manoeuvre': 4,\n",
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49379         "  'Accident_Index': '201243S111022',\n",
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49394         "    'Vehicle_Reference': 2}],\n",
49395         "  'Date': '13/02/2012',\n",
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49467         "  'Accident_Index': '201243S034072',\n",
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49481         "    'Sex_of_Casualty': 2,\n",
49482         "    'Vehicle_Reference': 3}],\n",
49483         "  'Date': '09/07/2012',\n",
49484         "  'Datetime': datetime.datetime(2012, 7, 9, 12, 15),\n",
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49506         "  'Time': '12:15',\n",
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49591         "  'Date': '15/10/2012',\n",
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49662         "  '2nd_Road_Number': 0,\n",
49663         "  'Accident_Index': '201243S136122',\n",
49664         "  'Accident_Severity': 3,\n",
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49677         "    'Sex_of_Casualty': 2,\n",
49678         "    'Vehicle_Reference': 1}],\n",
49679         "  'Date': '24/12/2012',\n",
49680         "  'Datetime': datetime.datetime(2012, 12, 24, 16, 25),\n",
49681         "  'Day_of_Week': 2,\n",
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49685         "  'LSOA_of_Accident_Location': 'E01016803',\n",
49686         "  'Latitude': 52.057188,\n",
49687         "  'Light_Conditions': 4,\n",
49688         "  'Local_Authority_(District)': 479,\n",
49689         "  'Local_Authority_(Highway)': 'E06000042',\n",
49690         "  'Location_Easting_OSGR': 489504,\n",
49691         "  'Location_Northing_OSGR': 240674,\n",
49692         "  'Longitude': -0.695983,\n",
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49699         "  'Road_Type': 3,\n",
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49701         "  'Speed_limit': 70,\n",
49702         "  'Time': '16:25',\n",
49703         "  'Urban_or_Rural_Area': 2,\n",
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49705         "    'Age_Band_of_Driver': 8,\n",
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49711         "    'Hit_Object_off_Carriageway': 0,\n",
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49724         "   {'1st_Point_of_Impact': 2,\n",
49725         "    'Age_Band_of_Driver': 6,\n",
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49747         " {'1st_Road_Class': 3,\n",
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49749         "  '2nd_Road_Class': -1,\n",
49750         "  '2nd_Road_Number': 0,\n",
49751         "  'Accident_Index': '201243S036092',\n",
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49753         "  'Carriageway_Hazards': 0,\n",
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49760         "    'Casualty_Severity': 2,\n",
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49766         "    'Vehicle_Reference': 1}],\n",
49767         "  'Date': '09/09/2012',\n",
49768         "  'Datetime': datetime.datetime(2012, 9, 9, 5, 40),\n",
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49774         "  'Latitude': 52.066563,\n",
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49780         "  'Longitude': -0.701458,\n",
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49819         "  'Accident_Index': '201243S094112',\n",
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49834         "    'Vehicle_Reference': 1}],\n",
49835         "  'Date': '23/11/2012',\n",
49836         "  'Datetime': datetime.datetime(2012, 11, 23, 22, 25),\n",
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49915         "    'Vehicle_Reference': 2}],\n",
49916         "  'Date': '30/04/2012',\n",
49917         "  'Datetime': datetime.datetime(2012, 4, 30, 8, 20),\n",
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50017         "  'Date': '26/11/2012',\n",
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50089         "  'Accident_Index': '201243S017062',\n",
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50129         "    'Sex_of_Casualty': 2,\n",
50130         "    'Vehicle_Reference': 1}],\n",
50131         "  'Date': '09/06/2012',\n",
50132         "  'Datetime': datetime.datetime(2012, 6, 9, 23, 50),\n",
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50139         "  'Light_Conditions': 4,\n",
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50141         "  'Local_Authority_(Highway)': 'E06000042',\n",
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50144         "  'Longitude': -0.711896,\n",
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50153         "  'Speed_limit': 70,\n",
50154         "  'Time': '23:50',\n",
50155         "  'Urban_or_Rural_Area': 2,\n",
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50163         "    'Hit_Object_off_Carriageway': 6,\n",
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50176         "   {'1st_Point_of_Impact': 0,\n",
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50182         "    'Hit_Object_in_Carriageway': 0,\n",
50183         "    'Hit_Object_off_Carriageway': 0,\n",
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50201         "  '2nd_Road_Class': -1,\n",
50202         "  '2nd_Road_Number': 0,\n",
50203         "  'Accident_Index': '201243S070062',\n",
50204         "  'Accident_Severity': 3,\n",
50205         "  'Carriageway_Hazards': 0,\n",
50206         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
50207         "    'Bus_or_Coach_Passenger': 0,\n",
50208         "    'Car_Passenger': 2,\n",
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50210         "    'Casualty_Home_Area_Type': 1,\n",
50211         "    'Casualty_Reference': 1,\n",
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50216         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
50217         "    'Sex_of_Casualty': 2,\n",
50218         "    'Vehicle_Reference': 1}],\n",
50219         "  'Date': '20/06/2012',\n",
50220         "  'Datetime': datetime.datetime(2012, 6, 20, 15, 6),\n",
50221         "  'Day_of_Week': 4,\n",
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50225         "  'LSOA_of_Accident_Location': 'E01016803',\n",
50226         "  'Latitude': 52.065369,\n",
50227         "  'Light_Conditions': 1,\n",
50228         "  'Local_Authority_(District)': 479,\n",
50229         "  'Local_Authority_(Highway)': 'E06000042',\n",
50230         "  'Location_Easting_OSGR': 488150,\n",
50231         "  'Location_Northing_OSGR': 241560,\n",
50232         "  'Longitude': -0.715498,\n",
50233         "  'Number_of_Casualties': 1,\n",
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50235         "  'Pedestrian_Crossing-Human_Control': 0,\n",
50236         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
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50238         "  'Road_Surface_Conditions': 1,\n",
50239         "  'Road_Type': 3,\n",
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50241         "  'Speed_limit': 70,\n",
50242         "  'Time': '15:06',\n",
50243         "  'Urban_or_Rural_Area': 2,\n",
50244         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
50245         "    'Age_Band_of_Driver': 6,\n",
50246         "    'Age_of_Vehicle': 12,\n",
50247         "    'Driver_Home_Area_Type': 1,\n",
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50250         "    'Hit_Object_in_Carriageway': 0,\n",
50251         "    'Hit_Object_off_Carriageway': 6,\n",
50252         "    'Journey_Purpose_of_Driver': 6,\n",
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50255         "    'Sex_of_Driver': 1,\n",
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50267         " {'1st_Road_Class': 1,\n",
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50270         "  '2nd_Road_Number': 0,\n",
50271         "  'Accident_Index': '201243S114082',\n",
50272         "  'Accident_Severity': 3,\n",
50273         "  'Carriageway_Hazards': 0,\n",
50274         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
50275         "    'Bus_or_Coach_Passenger': 0,\n",
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50285         "    'Sex_of_Casualty': 1,\n",
50286         "    'Vehicle_Reference': 1}],\n",
50287         "  'Date': '06/08/2012',\n",
50288         "  'Datetime': datetime.datetime(2012, 8, 6, 8, 10),\n",
50289         "  'Day_of_Week': 2,\n",
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50293         "  'LSOA_of_Accident_Location': 'E01016803',\n",
50294         "  'Latitude': 52.064906,\n",
50295         "  'Light_Conditions': 1,\n",
50296         "  'Local_Authority_(District)': 479,\n",
50297         "  'Local_Authority_(Highway)': 'E06000042',\n",
50298         "  'Location_Easting_OSGR': 488230,\n",
50299         "  'Location_Northing_OSGR': 241510,\n",
50300         "  'Longitude': -0.714344,\n",
50301         "  'Number_of_Casualties': 1,\n",
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50306         "  'Road_Surface_Conditions': 1,\n",
50307         "  'Road_Type': 3,\n",
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50309         "  'Speed_limit': 70,\n",
50310         "  'Time': '08:10',\n",
50311         "  'Urban_or_Rural_Area': 2,\n",
50312         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
50313         "    'Age_Band_of_Driver': 8,\n",
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50315         "    'Driver_Home_Area_Type': 1,\n",
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50318         "    'Hit_Object_in_Carriageway': 0,\n",
50319         "    'Hit_Object_off_Carriageway': 7,\n",
50320         "    'Journey_Purpose_of_Driver': 6,\n",
50321         "    'Junction_Location': 0,\n",
50322         "    'Propulsion_Code': 1,\n",
50323         "    'Sex_of_Driver': 1,\n",
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50325         "    'Towing_and_Articulation': 0,\n",
50326         "    'Vehicle_Leaving_Carriageway': 2,\n",
50327         "    'Vehicle_Location-Restricted_Lane': 0,\n",
50328         "    'Vehicle_Manoeuvre': 18,\n",
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50330         "    'Vehicle_Type': 9,\n",
50331         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
50332         "  'Weather_Conditions': 1,\n",
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50335         " {'1st_Road_Class': 1,\n",
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50338         "  '2nd_Road_Number': 0,\n",
50339         "  'Accident_Index': '201243S117102',\n",
50340         "  'Accident_Severity': 3,\n",
50341         "  'Carriageway_Hazards': 0,\n",
50342         "  'Casualties': [{'Age_Band_of_Casualty': 9,\n",
50343         "    'Bus_or_Coach_Passenger': 0,\n",
50344         "    'Car_Passenger': 0,\n",
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50353         "    'Sex_of_Casualty': 1,\n",
50354         "    'Vehicle_Reference': 2},\n",
50355         "   {'Age_Band_of_Casualty': 6,\n",
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50366         "    'Sex_of_Casualty': 1,\n",
50367         "    'Vehicle_Reference': 3}],\n",
50368         "  'Date': '25/10/2012',\n",
50369         "  'Datetime': datetime.datetime(2012, 10, 25, 8, 50),\n",
50370         "  'Day_of_Week': 5,\n",
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50375         "  'Latitude': 52.064996,\n",
50376         "  'Light_Conditions': 1,\n",
50377         "  'Local_Authority_(District)': 479,\n",
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50379         "  'Location_Easting_OSGR': 488230,\n",
50380         "  'Location_Northing_OSGR': 241520,\n",
50381         "  'Longitude': -0.714342,\n",
50382         "  'Number_of_Casualties': 2,\n",
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50387         "  'Road_Surface_Conditions': 2,\n",
50388         "  'Road_Type': 3,\n",
50389         "  'Special_Conditions_at_Site': 0,\n",
50390         "  'Speed_limit': 70,\n",
50391         "  'Time': '08:50',\n",
50392         "  'Urban_or_Rural_Area': 2,\n",
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50403         "    'Propulsion_Code': 2,\n",
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50413         "   {'1st_Point_of_Impact': 2,\n",
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50419         "    'Hit_Object_in_Carriageway': 0,\n",
50420         "    'Hit_Object_off_Carriageway': 0,\n",
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50426         "    'Towing_and_Articulation': 0,\n",
50427         "    'Vehicle_Leaving_Carriageway': 0,\n",
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50433         "   {'1st_Point_of_Impact': 2,\n",
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50439         "    'Hit_Object_in_Carriageway': 0,\n",
50440         "    'Hit_Object_off_Carriageway': 0,\n",
50441         "    'Journey_Purpose_of_Driver': 1,\n",
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50446         "    'Towing_and_Articulation': 0,\n",
50447         "    'Vehicle_Leaving_Carriageway': 0,\n",
50448         "    'Vehicle_Location-Restricted_Lane': 0,\n",
50449         "    'Vehicle_Manoeuvre': 4,\n",
50450         "    'Vehicle_Reference': 3,\n",
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50452         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
50453         "   {'1st_Point_of_Impact': 2,\n",
50454         "    'Age_Band_of_Driver': 8,\n",
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50459         "    'Hit_Object_in_Carriageway': 0,\n",
50460         "    'Hit_Object_off_Carriageway': 0,\n",
50461         "    'Journey_Purpose_of_Driver': 1,\n",
50462         "    'Junction_Location': 0,\n",
50463         "    'Propulsion_Code': 2,\n",
50464         "    'Sex_of_Driver': 2,\n",
50465         "    'Skidding_and_Overturning': 0,\n",
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50467         "    'Vehicle_Leaving_Carriageway': 0,\n",
50468         "    'Vehicle_Location-Restricted_Lane': 0,\n",
50469         "    'Vehicle_Manoeuvre': 4,\n",
50470         "    'Vehicle_Reference': 4,\n",
50471         "    'Vehicle_Type': 9,\n",
50472         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
50473         "  'Weather_Conditions': 1,\n",
50474         "  '_id': ObjectId('52a9c98292c4e16686d2b7dd'),\n",
50475         "  'loc': {'coordinates': [-0.714342, 52.064996], 'type': 'Point'}},\n",
50476         " {'1st_Road_Class': 5,\n",
50477         "  '1st_Road_Number': 144,\n",
50478         "  '2nd_Road_Class': 6,\n",
50479         "  '2nd_Road_Number': 1158,\n",
50480         "  'Accident_Index': '201243S085022',\n",
50481         "  'Accident_Severity': 2,\n",
50482         "  'Carriageway_Hazards': 0,\n",
50483         "  'Casualties': [{'Age_Band_of_Casualty': 4,\n",
50484         "    'Bus_or_Coach_Passenger': 0,\n",
50485         "    'Car_Passenger': 0,\n",
50486         "    'Casualty_Class': 1,\n",
50487         "    'Casualty_Home_Area_Type': 1,\n",
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50490         "    'Casualty_Type': 9,\n",
50491         "    'Pedestrian_Location': 0,\n",
50492         "    'Pedestrian_Movement': 0,\n",
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50494         "    'Sex_of_Casualty': 1,\n",
50495         "    'Vehicle_Reference': 1},\n",
50496         "   {'Age_Band_of_Casualty': 4,\n",
50497         "    'Bus_or_Coach_Passenger': 0,\n",
50498         "    'Car_Passenger': 1,\n",
50499         "    'Casualty_Class': 2,\n",
50500         "    'Casualty_Home_Area_Type': 1,\n",
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50504         "    'Pedestrian_Location': 0,\n",
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50506         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
50507         "    'Sex_of_Casualty': 2,\n",
50508         "    'Vehicle_Reference': 1},\n",
50509         "   {'Age_Band_of_Casualty': 4,\n",
50510         "    'Bus_or_Coach_Passenger': 0,\n",
50511         "    'Car_Passenger': 2,\n",
50512         "    'Casualty_Class': 2,\n",
50513         "    'Casualty_Home_Area_Type': 1,\n",
50514         "    'Casualty_Reference': 3,\n",
50515         "    'Casualty_Severity': 2,\n",
50516         "    'Casualty_Type': 9,\n",
50517         "    'Pedestrian_Location': 0,\n",
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50519         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
50520         "    'Sex_of_Casualty': 2,\n",
50521         "    'Vehicle_Reference': 1}],\n",
50522         "  'Date': '24/02/2012',\n",
50523         "  'Datetime': datetime.datetime(2012, 2, 24, 4, 29),\n",
50524         "  'Day_of_Week': 6,\n",
50525         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
50526         "  'Junction_Control': 4,\n",
50527         "  'Junction_Detail': 1,\n",
50528         "  'LSOA_of_Accident_Location': 'E01016763',\n",
50529         "  'Latitude': 52.066509,\n",
50530         "  'Light_Conditions': 4,\n",
50531         "  'Local_Authority_(District)': 479,\n",
50532         "  'Local_Authority_(Highway)': 'E06000042',\n",
50533         "  'Location_Easting_OSGR': 487760,\n",
50534         "  'Location_Northing_OSGR': 241680,\n",
50535         "  'Longitude': -0.721155,\n",
50536         "  'Number_of_Casualties': 3,\n",
50537         "  'Number_of_Vehicles': 1,\n",
50538         "  'Pedestrian_Crossing-Human_Control': 0,\n",
50539         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
50540         "  'Police_Force': 43,\n",
50541         "  'Road_Surface_Conditions': 2,\n",
50542         "  'Road_Type': 1,\n",
50543         "  'Special_Conditions_at_Site': 0,\n",
50544         "  'Speed_limit': 60,\n",
50545         "  'Time': '04:29',\n",
50546         "  'Urban_or_Rural_Area': 2,\n",
50547         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
50548         "    'Age_Band_of_Driver': 4,\n",
50549         "    'Age_of_Vehicle': 5,\n",
50550         "    'Driver_Home_Area_Type': 1,\n",
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50554         "    'Hit_Object_off_Carriageway': 0,\n",
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50556         "    'Junction_Location': 4,\n",
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50560         "    'Towing_and_Articulation': 0,\n",
50561         "    'Vehicle_Leaving_Carriageway': 3,\n",
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50574         "  'Accident_Index': '201243S100042',\n",
50575         "  'Accident_Severity': 1,\n",
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50588         "    'Sex_of_Casualty': 1,\n",
50589         "    'Vehicle_Reference': 1},\n",
50590         "   {'Age_Band_of_Casualty': 7,\n",
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50601         "    'Sex_of_Casualty': 1,\n",
50602         "    'Vehicle_Reference': 1}],\n",
50603         "  'Date': '26/04/2012',\n",
50604         "  'Datetime': datetime.datetime(2012, 4, 26, 5, 6),\n",
50605         "  'Day_of_Week': 5,\n",
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50607         "  'Junction_Control': -1,\n",
50608         "  'Junction_Detail': 0,\n",
50609         "  'LSOA_of_Accident_Location': 'E01016735',\n",
50610         "  'Latitude': 52.042953,\n",
50611         "  'Light_Conditions': 4,\n",
50612         "  'Local_Authority_(District)': 479,\n",
50613         "  'Local_Authority_(Highway)': 'E06000042',\n",
50614         "  'Location_Easting_OSGR': 492230,\n",
50615         "  'Location_Northing_OSGR': 239140,\n",
50616         "  'Longitude': -0.656649,\n",
50617         "  'Number_of_Casualties': 2,\n",
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50620         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
50621         "  'Police_Force': 43,\n",
50622         "  'Road_Surface_Conditions': 2,\n",
50623         "  'Road_Type': 3,\n",
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50625         "  'Speed_limit': 70,\n",
50626         "  'Time': '05:06',\n",
50627         "  'Urban_or_Rural_Area': 2,\n",
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50635         "    'Hit_Object_off_Carriageway': 0,\n",
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50645         "    'Vehicle_Reference': 1,\n",
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50648         "   {'1st_Point_of_Impact': 2,\n",
50649         "    'Age_Band_of_Driver': 7,\n",
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50655         "    'Hit_Object_off_Carriageway': 0,\n",
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50657         "    'Junction_Location': 0,\n",
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50662         "    'Vehicle_Leaving_Carriageway': 0,\n",
50663         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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50665         "    'Vehicle_Reference': 2,\n",
50666         "    'Vehicle_Type': 21,\n",
50667         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
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50671         " {'1st_Road_Class': 1,\n",
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50673         "  '2nd_Road_Class': -1,\n",
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50675         "  'Accident_Index': '201243S068062',\n",
50676         "  'Accident_Severity': 3,\n",
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50688         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
50689         "    'Sex_of_Casualty': 2,\n",
50690         "    'Vehicle_Reference': 1},\n",
50691         "   {'Age_Band_of_Casualty': 4,\n",
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50702         "    'Sex_of_Casualty': 2,\n",
50703         "    'Vehicle_Reference': 1}],\n",
50704         "  'Date': '10/06/2012',\n",
50705         "  'Datetime': datetime.datetime(2012, 6, 10, 2, 0),\n",
50706         "  'Day_of_Week': 1,\n",
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50710         "  'LSOA_of_Accident_Location': 'E01016785',\n",
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50712         "  'Light_Conditions': 4,\n",
50713         "  'Local_Authority_(District)': 479,\n",
50714         "  'Local_Authority_(Highway)': 'E06000042',\n",
50715         "  'Location_Easting_OSGR': 491170,\n",
50716         "  'Location_Northing_OSGR': 239820,\n",
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50724         "  'Road_Type': 3,\n",
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50726         "  'Speed_limit': 70,\n",
50727         "  'Time': '02:00',\n",
50728         "  'Urban_or_Rural_Area': 2,\n",
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50772         " {'1st_Road_Class': 1,\n",
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50776         "  'Accident_Index': '201243S104062',\n",
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50791         "    'Vehicle_Reference': 1},\n",
50792         "   {'Age_Band_of_Casualty': 4,\n",
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50804         "    'Vehicle_Reference': 1}],\n",
50805         "  'Date': '26/06/2012',\n",
50806         "  'Datetime': datetime.datetime(2012, 6, 26, 1, 43),\n",
50807         "  'Day_of_Week': 3,\n",
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50811         "  'LSOA_of_Accident_Location': 'E01016735',\n",
50812         "  'Latitude': 52.04831,\n",
50813         "  'Light_Conditions': 4,\n",
50814         "  'Local_Authority_(District)': 479,\n",
50815         "  'Local_Authority_(Highway)': 'E06000042',\n",
50816         "  'Location_Easting_OSGR': 491360,\n",
50817         "  'Location_Northing_OSGR': 239720,\n",
50818         "  'Longitude': -0.669176,\n",
50819         "  'Number_of_Casualties': 2,\n",
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50825         "  'Road_Type': 3,\n",
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50828         "  'Time': '01:43',\n",
50829         "  'Urban_or_Rural_Area': 2,\n",
50830         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
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50857         "  'Accident_Index': '201243S130062',\n",
50858         "  'Accident_Severity': 3,\n",
50859         "  'Carriageway_Hazards': 0,\n",
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50862         "    'Car_Passenger': 0,\n",
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50872         "    'Vehicle_Reference': 1},\n",
50873         "   {'Age_Band_of_Casualty': 7,\n",
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50885         "    'Vehicle_Reference': 2},\n",
50886         "   {'Age_Band_of_Casualty': 5,\n",
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50893         "    'Casualty_Type': 19,\n",
50894         "    'Pedestrian_Location': 0,\n",
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50896         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
50897         "    'Sex_of_Casualty': 1,\n",
50898         "    'Vehicle_Reference': 2},\n",
50899         "   {'Age_Band_of_Casualty': 6,\n",
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50902         "    'Casualty_Class': 2,\n",
50903         "    'Casualty_Home_Area_Type': -1,\n",
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50909         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
50910         "    'Sex_of_Casualty': 1,\n",
50911         "    'Vehicle_Reference': 2}],\n",
50912         "  'Date': '26/06/2012',\n",
50913         "  'Datetime': datetime.datetime(2012, 6, 26, 14, 0),\n",
50914         "  'Day_of_Week': 3,\n",
50915         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
50916         "  'Junction_Control': -1,\n",
50917         "  'Junction_Detail': 0,\n",
50918         "  'LSOA_of_Accident_Location': 'E01016785',\n",
50919         "  'Latitude': 52.048863,\n",
50920         "  'Light_Conditions': 1,\n",
50921         "  'Local_Authority_(District)': 479,\n",
50922         "  'Local_Authority_(Highway)': 'E06000042',\n",
50923         "  'Location_Easting_OSGR': 491280,\n",
50924         "  'Location_Northing_OSGR': 239780,\n",
50925         "  'Longitude': -0.670326,\n",
50926         "  'Number_of_Casualties': 4,\n",
50927         "  'Number_of_Vehicles': 2,\n",
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50929         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
50930         "  'Police_Force': 43,\n",
50931         "  'Road_Surface_Conditions': 1,\n",
50932         "  'Road_Type': 3,\n",
50933         "  'Special_Conditions_at_Site': 0,\n",
50934         "  'Speed_limit': 70,\n",
50935         "  'Time': '14:00',\n",
50936         "  'Urban_or_Rural_Area': 2,\n",
50937         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
50938         "    'Age_Band_of_Driver': 6,\n",
50939         "    'Age_of_Vehicle': 14,\n",
50940         "    'Driver_Home_Area_Type': 1,\n",
50941         "    'Driver_IMD_Decile': 1,\n",
50942         "    'Engine_Capacity_(CC)': 1997,\n",
50943         "    'Hit_Object_in_Carriageway': 0,\n",
50944         "    'Hit_Object_off_Carriageway': 0,\n",
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50950         "    'Towing_and_Articulation': 0,\n",
50951         "    'Vehicle_Leaving_Carriageway': 0,\n",
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50953         "    'Vehicle_Manoeuvre': 18,\n",
50954         "    'Vehicle_Reference': 1,\n",
50955         "    'Vehicle_Type': 9,\n",
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50957         "   {'1st_Point_of_Impact': 2,\n",
50958         "    'Age_Band_of_Driver': 7,\n",
50959         "    'Age_of_Vehicle': 13,\n",
50960         "    'Driver_Home_Area_Type': -1,\n",
50961         "    'Driver_IMD_Decile': -1,\n",
50962         "    'Engine_Capacity_(CC)': 2800,\n",
50963         "    'Hit_Object_in_Carriageway': 0,\n",
50964         "    'Hit_Object_off_Carriageway': 6,\n",
50965         "    'Journey_Purpose_of_Driver': 6,\n",
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50970         "    'Towing_and_Articulation': 0,\n",
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50982         "  '2nd_Road_Class': -1,\n",
50983         "  '2nd_Road_Number': 0,\n",
50984         "  'Accident_Index': '201243S129092',\n",
50985         "  'Accident_Severity': 2,\n",
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50998         "    'Sex_of_Casualty': 2,\n",
50999         "    'Vehicle_Reference': 1}],\n",
51000         "  'Date': '27/09/2012',\n",
51001         "  'Datetime': datetime.datetime(2012, 9, 27, 22, 26),\n",
51002         "  'Day_of_Week': 5,\n",
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51007         "  'Latitude': 52.036748,\n",
51008         "  'Light_Conditions': 4,\n",
51009         "  'Local_Authority_(District)': 479,\n",
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51011         "  'Location_Easting_OSGR': 491710,\n",
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51013         "  'Longitude': -0.664417,\n",
51014         "  'Number_of_Casualties': 1,\n",
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51022         "  'Speed_limit': 30,\n",
51023         "  'Time': '22:26',\n",
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51052         "  'Accident_Index': '201243S086082',\n",
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51067         "    'Vehicle_Reference': 1}],\n",
51068         "  'Date': '27/08/2012',\n",
51069         "  'Datetime': datetime.datetime(2012, 8, 27, 3, 35),\n",
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51076         "  'Light_Conditions': 4,\n",
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51081         "  'Longitude': -0.663739,\n",
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51090         "  'Speed_limit': 60,\n",
51091         "  'Time': '03:35',\n",
51092         "  'Urban_or_Rural_Area': 2,\n",
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51120         "  'Accident_Index': '201243S104082',\n",
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51135         "    'Vehicle_Reference': 2}],\n",
51136         "  'Date': '23/08/2012',\n",
51137         "  'Datetime': datetime.datetime(2012, 8, 23, 15, 13),\n",
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51160         "  'Urban_or_Rural_Area': 2,\n",
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51190         "    'Junction_Location': 6,\n",
51191         "    'Propulsion_Code': 1,\n",
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51194         "    'Towing_and_Articulation': 0,\n",
51195         "    'Vehicle_Leaving_Carriageway': 0,\n",
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51204         " {'1st_Road_Class': 3,\n",
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51207         "  '2nd_Road_Number': 0,\n",
51208         "  'Accident_Index': '201243S074102',\n",
51209         "  'Accident_Severity': 3,\n",
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51224         "   {'Age_Band_of_Casualty': 6,\n",
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51236         "    'Vehicle_Reference': 2}],\n",
51237         "  'Date': '05/10/2012',\n",
51238         "  'Datetime': datetime.datetime(2012, 10, 5, 6, 59),\n",
51239         "  'Day_of_Week': 6,\n",
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51244         "  'Latitude': 52.027534,\n",
51245         "  'Light_Conditions': 4,\n",
51246         "  'Local_Authority_(District)': 479,\n",
51247         "  'Local_Authority_(Highway)': 'E06000042',\n",
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51249         "  'Location_Northing_OSGR': 237410,\n",
51250         "  'Longitude': -0.668627,\n",
51251         "  'Number_of_Casualties': 2,\n",
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51257         "  'Road_Type': 6,\n",
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51259         "  'Speed_limit': 40,\n",
51260         "  'Time': '06:59',\n",
51261         "  'Urban_or_Rural_Area': 2,\n",
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51269         "    'Hit_Object_off_Carriageway': 0,\n",
51270         "    'Journey_Purpose_of_Driver': 6,\n",
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51278         "    'Vehicle_Manoeuvre': 17,\n",
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51282         "   {'1st_Point_of_Impact': 1,\n",
51283         "    'Age_Band_of_Driver': 6,\n",
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51289         "    'Hit_Object_off_Carriageway': 0,\n",
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51292         "    'Propulsion_Code': 2,\n",
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51303         "  '_id': ObjectId('52a9c98292c4e16686d2b6fe'),\n",
51304         "  'loc': {'coordinates': [-0.668627, 52.027534], 'type': 'Point'}},\n",
51305         " {'1st_Road_Class': 3,\n",
51306         "  '1st_Road_Number': 5130,\n",
51307         "  '2nd_Road_Class': 6,\n",
51308         "  '2nd_Road_Number': 1307,\n",
51309         "  'Accident_Index': '201243S057112',\n",
51310         "  'Accident_Severity': 2,\n",
51311         "  'Carriageway_Hazards': 0,\n",
51312         "  'Casualties': [{'Age_Band_of_Casualty': 5,\n",
51313         "    'Bus_or_Coach_Passenger': 0,\n",
51314         "    'Car_Passenger': 0,\n",
51315         "    'Casualty_Class': 1,\n",
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51322         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
51323         "    'Sex_of_Casualty': 2,\n",
51324         "    'Vehicle_Reference': 2}],\n",
51325         "  'Date': '15/11/2012',\n",
51326         "  'Datetime': datetime.datetime(2012, 11, 15, 14, 10),\n",
51327         "  'Day_of_Week': 5,\n",
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51329         "  'Junction_Control': 4,\n",
51330         "  'Junction_Detail': 3,\n",
51331         "  'LSOA_of_Accident_Location': 'E01016734',\n",
51332         "  'Latitude': 52.027897,\n",
51333         "  'Light_Conditions': 1,\n",
51334         "  'Local_Authority_(District)': 479,\n",
51335         "  'Local_Authority_(Highway)': 'E06000042',\n",
51336         "  'Location_Easting_OSGR': 491420,\n",
51337         "  'Location_Northing_OSGR': 237450,\n",
51338         "  'Longitude': -0.668907,\n",
51339         "  'Number_of_Casualties': 1,\n",
51340         "  'Number_of_Vehicles': 2,\n",
51341         "  'Pedestrian_Crossing-Human_Control': 0,\n",
51342         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
51343         "  'Police_Force': 43,\n",
51344         "  'Road_Surface_Conditions': 1,\n",
51345         "  'Road_Type': 6,\n",
51346         "  'Special_Conditions_at_Site': 0,\n",
51347         "  'Speed_limit': 40,\n",
51348         "  'Time': '14:10',\n",
51349         "  'Urban_or_Rural_Area': 2,\n",
51350         "  'Vehicles': [{'1st_Point_of_Impact': 3,\n",
51351         "    'Age_Band_of_Driver': 10,\n",
51352         "    'Age_of_Vehicle': 4,\n",
51353         "    'Driver_Home_Area_Type': 3,\n",
51354         "    'Driver_IMD_Decile': 9,\n",
51355         "    'Engine_Capacity_(CC)': 1896,\n",
51356         "    'Hit_Object_in_Carriageway': 0,\n",
51357         "    'Hit_Object_off_Carriageway': 0,\n",
51358         "    'Journey_Purpose_of_Driver': 6,\n",
51359         "    'Junction_Location': 6,\n",
51360         "    'Propulsion_Code': 2,\n",
51361         "    'Sex_of_Driver': 1,\n",
51362         "    'Skidding_and_Overturning': 0,\n",
51363         "    'Towing_and_Articulation': 0,\n",
51364         "    'Vehicle_Leaving_Carriageway': 0,\n",
51365         "    'Vehicle_Location-Restricted_Lane': 0,\n",
51366         "    'Vehicle_Manoeuvre': 9,\n",
51367         "    'Vehicle_Reference': 1,\n",
51368         "    'Vehicle_Type': 9,\n",
51369         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
51370         "   {'1st_Point_of_Impact': 1,\n",
51371         "    'Age_Band_of_Driver': 5,\n",
51372         "    'Age_of_Vehicle': 12,\n",
51373         "    'Driver_Home_Area_Type': 2,\n",
51374         "    'Driver_IMD_Decile': 10,\n",
51375         "    'Engine_Capacity_(CC)': 1242,\n",
51376         "    'Hit_Object_in_Carriageway': 0,\n",
51377         "    'Hit_Object_off_Carriageway': 0,\n",
51378         "    'Journey_Purpose_of_Driver': 1,\n",
51379         "    'Junction_Location': 1,\n",
51380         "    'Propulsion_Code': 1,\n",
51381         "    'Sex_of_Driver': 2,\n",
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51383         "    'Towing_and_Articulation': 0,\n",
51384         "    'Vehicle_Leaving_Carriageway': 0,\n",
51385         "    'Vehicle_Location-Restricted_Lane': 0,\n",
51386         "    'Vehicle_Manoeuvre': 17,\n",
51387         "    'Vehicle_Reference': 2,\n",
51388         "    'Vehicle_Type': 9,\n",
51389         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
51390         "  'Weather_Conditions': 1,\n",
51391         "  '_id': ObjectId('52a9c98292c4e16686d2b6ac'),\n",
51392         "  'loc': {'coordinates': [-0.668907, 52.027897], 'type': 'Point'}},\n",
51393         " {'1st_Road_Class': 3,\n",
51394         "  '1st_Road_Number': 5130,\n",
51395         "  '2nd_Road_Class': -1,\n",
51396         "  '2nd_Road_Number': -1,\n",
51397         "  'Accident_Index': '201243S020112',\n",
51398         "  'Accident_Severity': 3,\n",
51399         "  'Carriageway_Hazards': 0,\n",
51400         "  'Casualties': [{'Age_Band_of_Casualty': 6,\n",
51401         "    'Bus_or_Coach_Passenger': 0,\n",
51402         "    'Car_Passenger': 0,\n",
51403         "    'Casualty_Class': 1,\n",
51404         "    'Casualty_Home_Area_Type': 1,\n",
51405         "    'Casualty_Reference': 1,\n",
51406         "    'Casualty_Severity': 3,\n",
51407         "    'Casualty_Type': 9,\n",
51408         "    'Pedestrian_Location': 0,\n",
51409         "    'Pedestrian_Movement': 0,\n",
51410         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
51411         "    'Sex_of_Casualty': 1,\n",
51412         "    'Vehicle_Reference': 2}],\n",
51413         "  'Date': '08/11/2012',\n",
51414         "  'Datetime': datetime.datetime(2012, 11, 8, 16, 15),\n",
51415         "  'Day_of_Week': 5,\n",
51416         "  'Did_Police_Officer_Attend_Scene_of_Accident': 2,\n",
51417         "  'Junction_Control': 4,\n",
51418         "  'Junction_Detail': 8,\n",
51419         "  'LSOA_of_Accident_Location': 'E01016735',\n",
51420         "  'Latitude': 52.021215,\n",
51421         "  'Light_Conditions': 1,\n",
51422         "  'Local_Authority_(District)': 479,\n",
51423         "  'Local_Authority_(Highway)': 'E06000042',\n",
51424         "  'Location_Easting_OSGR': 492150,\n",
51425         "  'Location_Northing_OSGR': 236720,\n",
51426         "  'Longitude': -0.658467,\n",
51427         "  'Number_of_Casualties': 1,\n",
51428         "  'Number_of_Vehicles': 2,\n",
51429         "  'Pedestrian_Crossing-Human_Control': 0,\n",
51430         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
51431         "  'Police_Force': 43,\n",
51432         "  'Road_Surface_Conditions': 1,\n",
51433         "  'Road_Type': 6,\n",
51434         "  'Special_Conditions_at_Site': 0,\n",
51435         "  'Speed_limit': 40,\n",
51436         "  'Time': '16:15',\n",
51437         "  'Urban_or_Rural_Area': 2,\n",
51438         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
51439         "    'Age_Band_of_Driver': 4,\n",
51440         "    'Age_of_Vehicle': 8,\n",
51441         "    'Driver_Home_Area_Type': -1,\n",
51442         "    'Driver_IMD_Decile': -1,\n",
51443         "    'Engine_Capacity_(CC)': 1242,\n",
51444         "    'Hit_Object_in_Carriageway': 0,\n",
51445         "    'Hit_Object_off_Carriageway': 0,\n",
51446         "    'Journey_Purpose_of_Driver': 6,\n",
51447         "    'Junction_Location': 6,\n",
51448         "    'Propulsion_Code': 1,\n",
51449         "    'Sex_of_Driver': 2,\n",
51450         "    'Skidding_and_Overturning': 0,\n",
51451         "    'Towing_and_Articulation': 0,\n",
51452         "    'Vehicle_Leaving_Carriageway': 0,\n",
51453         "    'Vehicle_Location-Restricted_Lane': 0,\n",
51454         "    'Vehicle_Manoeuvre': 9,\n",
51455         "    'Vehicle_Reference': 1,\n",
51456         "    'Vehicle_Type': 9,\n",
51457         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
51458         "   {'1st_Point_of_Impact': 3,\n",
51459         "    'Age_Band_of_Driver': 6,\n",
51460         "    'Age_of_Vehicle': 11,\n",
51461         "    'Driver_Home_Area_Type': 1,\n",
51462         "    'Driver_IMD_Decile': 9,\n",
51463         "    'Engine_Capacity_(CC)': 998,\n",
51464         "    'Hit_Object_in_Carriageway': 0,\n",
51465         "    'Hit_Object_off_Carriageway': 0,\n",
51466         "    'Journey_Purpose_of_Driver': 1,\n",
51467         "    'Junction_Location': 8,\n",
51468         "    'Propulsion_Code': 1,\n",
51469         "    'Sex_of_Driver': 1,\n",
51470         "    'Skidding_and_Overturning': 0,\n",
51471         "    'Towing_and_Articulation': 0,\n",
51472         "    'Vehicle_Leaving_Carriageway': 0,\n",
51473         "    'Vehicle_Location-Restricted_Lane': 0,\n",
51474         "    'Vehicle_Manoeuvre': 18,\n",
51475         "    'Vehicle_Reference': 2,\n",
51476         "    'Vehicle_Type': 9,\n",
51477         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
51478         "  'Weather_Conditions': 1,\n",
51479         "  '_id': ObjectId('52a9c98292c4e16686d2b602'),\n",
51480         "  'loc': {'coordinates': [-0.658467, 52.021215], 'type': 'Point'}},\n",
51481         " {'1st_Road_Class': 6,\n",
51482         "  '1st_Road_Number': 1307,\n",
51483         "  '2nd_Road_Class': 6,\n",
51484         "  '2nd_Road_Number': 1307,\n",
51485         "  'Accident_Index': '201243S056022',\n",
51486         "  'Accident_Severity': 2,\n",
51487         "  'Carriageway_Hazards': 0,\n",
51488         "  'Casualties': [{'Age_Band_of_Casualty': 8,\n",
51489         "    'Bus_or_Coach_Passenger': 0,\n",
51490         "    'Car_Passenger': 0,\n",
51491         "    'Casualty_Class': 1,\n",
51492         "    'Casualty_Home_Area_Type': 1,\n",
51493         "    'Casualty_Reference': 1,\n",
51494         "    'Casualty_Severity': 2,\n",
51495         "    'Casualty_Type': 9,\n",
51496         "    'Pedestrian_Location': 0,\n",
51497         "    'Pedestrian_Movement': 0,\n",
51498         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
51499         "    'Sex_of_Casualty': 1,\n",
51500         "    'Vehicle_Reference': 1},\n",
51501         "   {'Age_Band_of_Casualty': 8,\n",
51502         "    'Bus_or_Coach_Passenger': 0,\n",
51503         "    'Car_Passenger': 0,\n",
51504         "    'Casualty_Class': 1,\n",
51505         "    'Casualty_Home_Area_Type': 2,\n",
51506         "    'Casualty_Reference': 2,\n",
51507         "    'Casualty_Severity': 2,\n",
51508         "    'Casualty_Type': 9,\n",
51509         "    'Pedestrian_Location': 0,\n",
51510         "    'Pedestrian_Movement': 0,\n",
51511         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
51512         "    'Sex_of_Casualty': 2,\n",
51513         "    'Vehicle_Reference': 2}],\n",
51514         "  'Date': '15/02/2012',\n",
51515         "  'Datetime': datetime.datetime(2012, 2, 15, 11, 5),\n",
51516         "  'Day_of_Week': 4,\n",
51517         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
51518         "  'Junction_Control': 4,\n",
51519         "  'Junction_Detail': 3,\n",
51520         "  'LSOA_of_Accident_Location': 'E01016735',\n",
51521         "  'Latitude': 52.031838,\n",
51522         "  'Light_Conditions': 1,\n",
51523         "  'Local_Authority_(District)': 479,\n",
51524         "  'Local_Authority_(Highway)': 'E06000042',\n",
51525         "  'Location_Easting_OSGR': 492590,\n",
51526         "  'Location_Northing_OSGR': 237910,\n",
51527         "  'Longitude': -0.651734,\n",
51528         "  'Number_of_Casualties': 2,\n",
51529         "  'Number_of_Vehicles': 2,\n",
51530         "  'Pedestrian_Crossing-Human_Control': 0,\n",
51531         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
51532         "  'Police_Force': 43,\n",
51533         "  'Road_Surface_Conditions': 1,\n",
51534         "  'Road_Type': 6,\n",
51535         "  'Special_Conditions_at_Site': 0,\n",
51536         "  'Speed_limit': 60,\n",
51537         "  'Time': '11:05',\n",
51538         "  'Urban_or_Rural_Area': 2,\n",
51539         "  'Vehicles': [{'1st_Point_of_Impact': 4,\n",
51540         "    'Age_Band_of_Driver': 8,\n",
51541         "    'Age_of_Vehicle': 10,\n",
51542         "    'Driver_Home_Area_Type': 1,\n",
51543         "    'Driver_IMD_Decile': 10,\n",
51544         "    'Engine_Capacity_(CC)': 1796,\n",
51545         "    'Hit_Object_in_Carriageway': 0,\n",
51546         "    'Hit_Object_off_Carriageway': 0,\n",
51547         "    'Journey_Purpose_of_Driver': 6,\n",
51548         "    'Junction_Location': 1,\n",
51549         "    'Propulsion_Code': 1,\n",
51550         "    'Sex_of_Driver': 1,\n",
51551         "    'Skidding_and_Overturning': 1,\n",
51552         "    'Towing_and_Articulation': 0,\n",
51553         "    'Vehicle_Leaving_Carriageway': 7,\n",
51554         "    'Vehicle_Location-Restricted_Lane': 0,\n",
51555         "    'Vehicle_Manoeuvre': 17,\n",
51556         "    'Vehicle_Reference': 1,\n",
51557         "    'Vehicle_Type': 9,\n",
51558         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
51559         "   {'1st_Point_of_Impact': 1,\n",
51560         "    'Age_Band_of_Driver': 8,\n",
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51562         "    'Driver_Home_Area_Type': 2,\n",
51563         "    'Driver_IMD_Decile': 10,\n",
51564         "    'Engine_Capacity_(CC)': 1991,\n",
51565         "    'Hit_Object_in_Carriageway': 0,\n",
51566         "    'Hit_Object_off_Carriageway': 0,\n",
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51570         "    'Sex_of_Driver': 2,\n",
51571         "    'Skidding_and_Overturning': 0,\n",
51572         "    'Towing_and_Articulation': 0,\n",
51573         "    'Vehicle_Leaving_Carriageway': 1,\n",
51574         "    'Vehicle_Location-Restricted_Lane': 0,\n",
51575         "    'Vehicle_Manoeuvre': 18,\n",
51576         "    'Vehicle_Reference': 2,\n",
51577         "    'Vehicle_Type': 9,\n",
51578         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
51579         "  'Weather_Conditions': 1,\n",
51580         "  '_id': ObjectId('52a9c98292c4e16686d2b6a6'),\n",
51581         "  'loc': {'coordinates': [-0.651734, 52.031838], 'type': 'Point'}},\n",
51582         " {'1st_Road_Class': 1,\n",
51583         "  '1st_Road_Number': 1,\n",
51584         "  '2nd_Road_Class': -1,\n",
51585         "  '2nd_Road_Number': 0,\n",
51586         "  'Accident_Index': '201243S039042',\n",
51587         "  'Accident_Severity': 3,\n",
51588         "  'Carriageway_Hazards': 0,\n",
51589         "  'Casualties': [{'Age_Band_of_Casualty': 9,\n",
51590         "    'Bus_or_Coach_Passenger': 0,\n",
51591         "    'Car_Passenger': 2,\n",
51592         "    'Casualty_Class': 2,\n",
51593         "    'Casualty_Home_Area_Type': 1,\n",
51594         "    'Casualty_Reference': 1,\n",
51595         "    'Casualty_Severity': 3,\n",
51596         "    'Casualty_Type': 9,\n",
51597         "    'Pedestrian_Location': 0,\n",
51598         "    'Pedestrian_Movement': 0,\n",
51599         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
51600         "    'Sex_of_Casualty': 2,\n",
51601         "    'Vehicle_Reference': 3},\n",
51602         "   {'Age_Band_of_Casualty': 6,\n",
51603         "    'Bus_or_Coach_Passenger': 0,\n",
51604         "    'Car_Passenger': 1,\n",
51605         "    'Casualty_Class': 2,\n",
51606         "    'Casualty_Home_Area_Type': 1,\n",
51607         "    'Casualty_Reference': 2,\n",
51608         "    'Casualty_Severity': 3,\n",
51609         "    'Casualty_Type': 9,\n",
51610         "    'Pedestrian_Location': 0,\n",
51611         "    'Pedestrian_Movement': 0,\n",
51612         "    'Pedestrian_Road_Maintenance_Worker': 0,\n",
51613         "    'Sex_of_Casualty': 2,\n",
51614         "    'Vehicle_Reference': 3}],\n",
51615         "  'Date': '14/04/2012',\n",
51616         "  'Datetime': datetime.datetime(2012, 4, 14, 23, 10),\n",
51617         "  'Day_of_Week': 7,\n",
51618         "  'Did_Police_Officer_Attend_Scene_of_Accident': 1,\n",
51619         "  'Junction_Control': -1,\n",
51620         "  'Junction_Detail': 0,\n",
51621         "  'LSOA_of_Accident_Location': 'E01016735',\n",
51622         "  'Latitude': 52.040833,\n",
51623         "  'Light_Conditions': 4,\n",
51624         "  'Local_Authority_(District)': 479,\n",
51625         "  'Local_Authority_(Highway)': 'E06000042',\n",
51626         "  'Location_Easting_OSGR': 492550,\n",
51627         "  'Location_Northing_OSGR': 238910,\n",
51628         "  'Longitude': -0.652047,\n",
51629         "  'Number_of_Casualties': 2,\n",
51630         "  'Number_of_Vehicles': 6,\n",
51631         "  'Pedestrian_Crossing-Human_Control': 0,\n",
51632         "  'Pedestrian_Crossing-Physical_Facilities': 0,\n",
51633         "  'Police_Force': 43,\n",
51634         "  'Road_Surface_Conditions': 1,\n",
51635         "  'Road_Type': 3,\n",
51636         "  'Special_Conditions_at_Site': 0,\n",
51637         "  'Speed_limit': 70,\n",
51638         "  'Time': '23:10',\n",
51639         "  'Urban_or_Rural_Area': 2,\n",
51640         "  'Vehicles': [{'1st_Point_of_Impact': 1,\n",
51641         "    'Age_Band_of_Driver': 7,\n",
51642         "    'Age_of_Vehicle': 9,\n",
51643         "    'Driver_Home_Area_Type': 1,\n",
51644         "    'Driver_IMD_Decile': 6,\n",
51645         "    'Engine_Capacity_(CC)': 3301,\n",
51646         "    'Hit_Object_in_Carriageway': 0,\n",
51647         "    'Hit_Object_off_Carriageway': 0,\n",
51648         "    'Journey_Purpose_of_Driver': 6,\n",
51649         "    'Junction_Location': 0,\n",
51650         "    'Propulsion_Code': 1,\n",
51651         "    'Sex_of_Driver': 1,\n",
51652         "    'Skidding_and_Overturning': 0,\n",
51653         "    'Towing_and_Articulation': 0,\n",
51654         "    'Vehicle_Leaving_Carriageway': 0,\n",
51655         "    'Vehicle_Location-Restricted_Lane': 0,\n",
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51657         "    'Vehicle_Reference': 1,\n",
51658         "    'Vehicle_Type': 9,\n",
51659         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
51660         "   {'1st_Point_of_Impact': 2,\n",
51661         "    'Age_Band_of_Driver': 9,\n",
51662         "    'Age_of_Vehicle': 1,\n",
51663         "    'Driver_Home_Area_Type': 1,\n",
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51665         "    'Engine_Capacity_(CC)': 2993,\n",
51666         "    'Hit_Object_in_Carriageway': 0,\n",
51667         "    'Hit_Object_off_Carriageway': 0,\n",
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51670         "    'Propulsion_Code': 2,\n",
51671         "    'Sex_of_Driver': 1,\n",
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51673         "    'Towing_and_Articulation': 0,\n",
51674         "    'Vehicle_Leaving_Carriageway': 0,\n",
51675         "    'Vehicle_Location-Restricted_Lane': 0,\n",
51676         "    'Vehicle_Manoeuvre': 18,\n",
51677         "    'Vehicle_Reference': 2,\n",
51678         "    'Vehicle_Type': 9,\n",
51679         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
51680         "   {'1st_Point_of_Impact': 2,\n",
51681         "    'Age_Band_of_Driver': 6,\n",
51682         "    'Age_of_Vehicle': 14,\n",
51683         "    'Driver_Home_Area_Type': -1,\n",
51684         "    'Driver_IMD_Decile': -1,\n",
51685         "    'Engine_Capacity_(CC)': 1590,\n",
51686         "    'Hit_Object_in_Carriageway': 0,\n",
51687         "    'Hit_Object_off_Carriageway': 0,\n",
51688         "    'Journey_Purpose_of_Driver': 6,\n",
51689         "    'Junction_Location': 0,\n",
51690         "    'Propulsion_Code': 1,\n",
51691         "    'Sex_of_Driver': 1,\n",
51692         "    'Skidding_and_Overturning': 0,\n",
51693         "    'Towing_and_Articulation': 0,\n",
51694         "    'Vehicle_Leaving_Carriageway': 0,\n",
51695         "    'Vehicle_Location-Restricted_Lane': 0,\n",
51696         "    'Vehicle_Manoeuvre': 18,\n",
51697         "    'Vehicle_Reference': 3,\n",
51698         "    'Vehicle_Type': 9,\n",
51699         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
51700         "   {'1st_Point_of_Impact': 2,\n",
51701         "    'Age_Band_of_Driver': 6,\n",
51702         "    'Age_of_Vehicle': -1,\n",
51703         "    'Driver_Home_Area_Type': -1,\n",
51704         "    'Driver_IMD_Decile': -1,\n",
51705         "    'Engine_Capacity_(CC)': -1,\n",
51706         "    'Hit_Object_in_Carriageway': 0,\n",
51707         "    'Hit_Object_off_Carriageway': 0,\n",
51708         "    'Journey_Purpose_of_Driver': 6,\n",
51709         "    'Junction_Location': 0,\n",
51710         "    'Propulsion_Code': -1,\n",
51711         "    'Sex_of_Driver': 1,\n",
51712         "    'Skidding_and_Overturning': 0,\n",
51713         "    'Towing_and_Articulation': 0,\n",
51714         "    'Vehicle_Leaving_Carriageway': 0,\n",
51715         "    'Vehicle_Location-Restricted_Lane': 0,\n",
51716         "    'Vehicle_Manoeuvre': 18,\n",
51717         "    'Vehicle_Reference': 4,\n",
51718         "    'Vehicle_Type': 9,\n",
51719         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
51720         "   {'1st_Point_of_Impact': 1,\n",
51721         "    'Age_Band_of_Driver': 7,\n",
51722         "    'Age_of_Vehicle': 12,\n",
51723         "    'Driver_Home_Area_Type': 1,\n",
51724         "    'Driver_IMD_Decile': 1,\n",
51725         "    'Engine_Capacity_(CC)': 1396,\n",
51726         "    'Hit_Object_in_Carriageway': 0,\n",
51727         "    'Hit_Object_off_Carriageway': 0,\n",
51728         "    'Journey_Purpose_of_Driver': 6,\n",
51729         "    'Junction_Location': 0,\n",
51730         "    'Propulsion_Code': 1,\n",
51731         "    'Sex_of_Driver': 1,\n",
51732         "    'Skidding_and_Overturning': 0,\n",
51733         "    'Towing_and_Articulation': 0,\n",
51734         "    'Vehicle_Leaving_Carriageway': 0,\n",
51735         "    'Vehicle_Location-Restricted_Lane': 0,\n",
51736         "    'Vehicle_Manoeuvre': 18,\n",
51737         "    'Vehicle_Reference': 5,\n",
51738         "    'Vehicle_Type': 9,\n",
51739         "    'Was_Vehicle_Left_Hand_Drive?': 1},\n",
51740         "   {'1st_Point_of_Impact': 2,\n",
51741         "    'Age_Band_of_Driver': 6,\n",
51742         "    'Age_of_Vehicle': 9,\n",
51743         "    'Driver_Home_Area_Type': 1,\n",
51744         "    'Driver_IMD_Decile': 3,\n",
51745         "    'Engine_Capacity_(CC)': 1299,\n",
51746         "    'Hit_Object_in_Carriageway': 0,\n",
51747         "    'Hit_Object_off_Carriageway': 0,\n",
51748         "    'Journey_Purpose_of_Driver': 6,\n",
51749         "    'Junction_Location': 0,\n",
51750         "    'Propulsion_Code': 1,\n",
51751         "    'Sex_of_Driver': 1,\n",
51752         "    'Skidding_and_Overturning': 0,\n",
51753         "    'Towing_and_Articulation': 0,\n",
51754         "    'Vehicle_Leaving_Carriageway': 0,\n",
51755         "    'Vehicle_Location-Restricted_Lane': 0,\n",
51756         "    'Vehicle_Manoeuvre': 18,\n",
51757         "    'Vehicle_Reference': 6,\n",
51758         "    'Vehicle_Type': 9,\n",
51759         "    'Was_Vehicle_Left_Hand_Drive?': 1}],\n",
51760         "  'Weather_Conditions': 1,\n",
51761         "  '_id': ObjectId('52a9c98292c4e16686d2b65b'),\n",
51762         "  'loc': {'coordinates': [-0.652047, 52.040833], 'type': 'Point'}}]"
51763        ]
51764       }
51765      ],
51766      "prompt_number": 20
51767     },
51768     {
51769      "cell_type": "code",
51770      "collapsed": false,
51771      "input": [
51772       "small_accidents.find({'loc': {'$geoWithin': {'$geometry': mk}}}).count()"
51773      ],
51774      "language": "python",
51775      "metadata": {},
51776      "outputs": [
51777       {
51778        "metadata": {},
51779        "output_type": "pyout",
51780        "prompt_number": 21,
51781        "text": [
51782         "542"
51783        ]
51784       }
51785      ],
51786      "prompt_number": 21
51787     },
51788     {
51789      "cell_type": "code",
51790      "collapsed": false,
51791      "input": [],
51792      "language": "python",
51793      "metadata": {},
51794      "outputs": []
51795     }
51796    ],
51797    "metadata": {}
51798   }
51799  ]
51800 }