Added data analysis after day 10

diff --git a/data-analysis/all-starts-hours.png b/data-analysis/all-starts-hours.png
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index 0000000..1f5fb91
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diff --git a/data-analysis/attempts-per-day.png b/data-analysis/attempts-per-day.png
new file mode 100644 (file)
index 0000000..035e9cd
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diff --git a/data-analysis/completion-hours.png b/data-analysis/completion-hours.png
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index 0000000..6424bf1
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diff --git a/data-analysis/import-data.ipynb b/data-analysis/import-data.ipynb
index da7863ee62b45b0f1a8540fa1d46ef39e4538635..e9eb625679349e7331a424103f72fea2d2c7a7da 100644 (file)
--- a/data-analysis/import-data.ipynb
+++ b/data-analysis/import-data.ipynb
@@ -2,8 +2,10 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 20,
-   "metadata": {},
+   "execution_count": 1,
+   "metadata": {
+    "collapsed": true
+   },
    "outputs": [],
    "source": [
     "# Import the required libraries and open the connection to Mongo\n",
@@ -27,7 +29,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 141,
+   "execution_count": 2,
    "metadata": {
     "collapsed": true
    },
@@ -41,25 +43,29 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 139,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "14.1 Basic CRUD.ipynb\r\n",
-      "2016J_TMA01_q1-TN.ipynb\r\n",
-      "2016J_TMA01_q2-withTN.ipynb\r\n",
-      "import-data-Copy1.ipynb\r\n",
       "import-data.ipynb\r\n",
       "SUMMEROFCODE-Day 0 Warm up holiday prices-grades.csv\r\n",
+      "SUMMEROFCODE-Day 10 Word search-grades.csv\r\n",
       "SUMMEROFCODE-Day 1 Choosing a holiday-grades.csv\r\n",
       "SUMMEROFCODE-Day 2 Lifts-grades.csv\r\n",
       "SUMMEROFCODE-Day 3 Door codes-grades.csv\r\n",
       "SUMMEROFCODE-Day 4 Beach labyrinth-grades.csv\r\n",
       "SUMMEROFCODE-Day 5 Laser display boards-grades.csv\r\n",
-      "TMA01_Question3_Solutions.ipynb\r\n"
+      "SUMMEROFCODE-Day 6 Tour guides-grades.csv\r\n",
+      "SUMMEROFCODE-Day 7 Fixing the minibar-grades.csv\r\n",
+      "SUMMEROFCODE-Day 8 Visa woes-grades.csv\r\n",
+      "SUMMEROFCODE-Day 9 Resolving the bill-grades.csv\r\n",
+      "survey-email_1.csv\r\n",
+      "survey-email.csv\r\n",
+      "task-analysis.ipynb\r\n",
+      "winners.ipynb\r\n"
      ]
     }
    ],
@@ -69,33 +75,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 102,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "['SUMMEROFCODE-Day 0 Warm up holiday prices-grades.csv',\n",
-       " 'SUMMEROFCODE-Day 1 Choosing a holiday-grades.csv',\n",
-       " 'SUMMEROFCODE-Day 2 Lifts-grades.csv',\n",
-       " 'SUMMEROFCODE-Day 3 Door codes-grades.csv',\n",
-       " 'SUMMEROFCODE-Day 4 Beach labyrinth-grades.csv',\n",
-       " 'SUMMEROFCODE-Day 5 Laser display boards-grades.csv']"
-      ]
-     },
-     "execution_count": 102,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "csvs = !ls *csv\n",
-    "csvs"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 114,
+   "execution_count": 4,
    "metadata": {
     "collapsed": true
    },
@@ -112,8 +92,10 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 109,
-   "metadata": {},
+   "execution_count": 5,
+   "metadata": {
+    "collapsed": true
+   },
    "outputs": [],
    "source": [
     "def update_dates():\n",
@@ -133,7 +115,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 110,
+   "execution_count": 6,
    "metadata": {
     "collapsed": true
    },
@@ -150,42 +132,47 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 111,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
        "['SUMMEROFCODE-Day 0 Warm up holiday prices-grades.csv',\n",
+       " 'SUMMEROFCODE-Day 10 Word search-grades.csv',\n",
        " 'SUMMEROFCODE-Day 1 Choosing a holiday-grades.csv',\n",
        " 'SUMMEROFCODE-Day 2 Lifts-grades.csv',\n",
        " 'SUMMEROFCODE-Day 3 Door codes-grades.csv',\n",
        " 'SUMMEROFCODE-Day 4 Beach labyrinth-grades.csv',\n",
-       " 'SUMMEROFCODE-Day 5 Laser display boards-grades.csv']"
+       " 'SUMMEROFCODE-Day 5 Laser display boards-grades.csv',\n",
+       " 'SUMMEROFCODE-Day 6 Tour guides-grades.csv',\n",
+       " 'SUMMEROFCODE-Day 7 Fixing the minibar-grades.csv',\n",
+       " 'SUMMEROFCODE-Day 8 Visa woes-grades.csv',\n",
+       " 'SUMMEROFCODE-Day 9 Resolving the bill-grades.csv']"
       ]
      },
-     "execution_count": 111,
+     "execution_count": 7,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "csvs = !ls *csv\n",
+    "csvs = !ls SUMMEROFCODE*csv\n",
     "csvs"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 123,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<pymongo.results.DeleteResult at 0x7f3f2249fca8>"
+       "<pymongo.results.DeleteResult at 0x7f7700eba5a0>"
       ]
      },
-     "execution_count": 123,
+     "execution_count": 8,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -196,7 +183,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 132,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
@@ -204,29 +191,49 @@
      "output_type": "stream",
      "text": [
       "SUMMEROFCODE-Day 0 Warm up holiday prices-grades.csv\n",
-      "2017-07-22T15:24:32.622+0100\tconnected to: localhost\n",
-      "2017-07-22T15:24:32.622+0100\tdropping: summerofcode.imp\n",
-      "2017-07-22T15:24:32.629+0100\timported 285 documents\n",
+      "2017-07-30T19:43:58.575+0100\tconnected to: localhost\n",
+      "2017-07-30T19:43:58.575+0100\tdropping: summerofcode.imp\n",
+      "2017-07-30T19:43:58.592+0100\timported 292 documents\n",
+      "SUMMEROFCODE-Day 10 Word search-grades.csv\n",
+      "2017-07-30T19:43:58.948+0100\tconnected to: localhost\n",
+      "2017-07-30T19:43:58.948+0100\tdropping: summerofcode.imp\n",
+      "2017-07-30T19:43:58.950+0100\timported 60 documents\n",
       "SUMMEROFCODE-Day 1 Choosing a holiday-grades.csv\n",
-      "2017-07-22T15:24:32.971+0100\tconnected to: localhost\n",
-      "2017-07-22T15:24:32.971+0100\tdropping: summerofcode.imp\n",
-      "2017-07-22T15:24:32.974+0100\timported 137 documents\n",
+      "2017-07-30T19:43:59.121+0100\tconnected to: localhost\n",
+      "2017-07-30T19:43:59.121+0100\tdropping: summerofcode.imp\n",
+      "2017-07-30T19:43:59.124+0100\timported 153 documents\n",
       "SUMMEROFCODE-Day 2 Lifts-grades.csv\n",
-      "2017-07-22T15:24:33.202+0100\tconnected to: localhost\n",
-      "2017-07-22T15:24:33.202+0100\tdropping: summerofcode.imp\n",
-      "2017-07-22T15:24:33.204+0100\timported 92 documents\n",
+      "2017-07-30T19:43:59.366+0100\tconnected to: localhost\n",
+      "2017-07-30T19:43:59.366+0100\tdropping: summerofcode.imp\n",
+      "2017-07-30T19:43:59.369+0100\timported 102 documents\n",
       "SUMMEROFCODE-Day 3 Door codes-grades.csv\n",
-      "2017-07-22T15:24:33.394+0100\tconnected to: localhost\n",
-      "2017-07-22T15:24:33.394+0100\tdropping: summerofcode.imp\n",
-      "2017-07-22T15:24:33.396+0100\timported 77 documents\n",
+      "2017-07-30T19:43:59.569+0100\tconnected to: localhost\n",
+      "2017-07-30T19:43:59.569+0100\tdropping: summerofcode.imp\n",
+      "2017-07-30T19:43:59.571+0100\timported 88 documents\n",
       "SUMMEROFCODE-Day 4 Beach labyrinth-grades.csv\n",
-      "2017-07-22T15:24:33.573+0100\tconnected to: localhost\n",
-      "2017-07-22T15:24:33.573+0100\tdropping: summerofcode.imp\n",
-      "2017-07-22T15:24:33.575+0100\timported 79 documents\n",
+      "2017-07-30T19:43:59.753+0100\tconnected to: localhost\n",
+      "2017-07-30T19:43:59.753+0100\tdropping: summerofcode.imp\n",
+      "2017-07-30T19:43:59.756+0100\timported 97 documents\n",
       "SUMMEROFCODE-Day 5 Laser display boards-grades.csv\n",
-      "2017-07-22T15:24:33.753+0100\tconnected to: localhost\n",
-      "2017-07-22T15:24:33.753+0100\tdropping: summerofcode.imp\n",
-      "2017-07-22T15:24:33.755+0100\timported 57 documents\n"
+      "2017-07-30T19:43:59.960+0100\tconnected to: localhost\n",
+      "2017-07-30T19:43:59.960+0100\tdropping: summerofcode.imp\n",
+      "2017-07-30T19:43:59.963+0100\timported 76 documents\n",
+      "SUMMEROFCODE-Day 6 Tour guides-grades.csv\n",
+      "2017-07-30T19:44:00.141+0100\tconnected to: localhost\n",
+      "2017-07-30T19:44:00.142+0100\tdropping: summerofcode.imp\n",
+      "2017-07-30T19:44:00.144+0100\timported 98 documents\n",
+      "SUMMEROFCODE-Day 7 Fixing the minibar-grades.csv\n",
+      "2017-07-30T19:44:00.337+0100\tconnected to: localhost\n",
+      "2017-07-30T19:44:00.337+0100\tdropping: summerofcode.imp\n",
+      "2017-07-30T19:44:00.339+0100\timported 54 documents\n",
+      "SUMMEROFCODE-Day 8 Visa woes-grades.csv\n",
+      "2017-07-30T19:44:00.496+0100\tconnected to: localhost\n",
+      "2017-07-30T19:44:00.496+0100\tdropping: summerofcode.imp\n",
+      "2017-07-30T19:44:00.498+0100\timported 60 documents\n",
+      "SUMMEROFCODE-Day 9 Resolving the bill-grades.csv\n",
+      "2017-07-30T19:44:00.660+0100\tconnected to: localhost\n",
+      "2017-07-30T19:44:00.660+0100\tdropping: summerofcode.imp\n",
+      "2017-07-30T19:44:00.662+0100\timported 42 documents\n"
      ]
     }
    ],
@@ -243,16 +250,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 134,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "721"
+       "1111"
       ]
      },
-     "execution_count": 134,
+     "execution_count": 10,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -263,21 +270,26 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 138,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "[{'_id': 3, 'count': 76},\n",
-       " {'_id': 2, 'count': 91},\n",
-       " {'_id': 5, 'count': 56},\n",
-       " {'_id': 4, 'count': 78},\n",
-       " {'_id': 1, 'count': 136},\n",
-       " {'_id': 0, 'count': 284}]"
+       "[{'_id': 3, 'count': 87},\n",
+       " {'_id': 2, 'count': 101},\n",
+       " {'_id': 10, 'count': 59},\n",
+       " {'_id': 0, 'count': 291},\n",
+       " {'_id': 6, 'count': 97},\n",
+       " {'_id': 1, 'count': 152},\n",
+       " {'_id': 5, 'count': 75},\n",
+       " {'_id': 4, 'count': 96},\n",
+       " {'_id': 8, 'count': 59},\n",
+       " {'_id': 7, 'count': 53},\n",
+       " {'_id': 9, 'count': 41}]"
       ]
      },
-     "execution_count": 138,
+     "execution_count": 11,
      "metadata": {},
      "output_type": "execute_result"
     }

diff --git a/data-analysis/participated-in-days.png b/data-analysis/participated-in-days.png
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index 0000000..5e7b1b1
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diff --git a/data-analysis/scores-per-day.png b/data-analysis/scores-per-day.png
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index 0000000..8b5cb3d
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