Added search graph examples

diff --git a/08-word-chains/rush-graph.dot b/08-word-chains/rush-graph.dot
new file mode 100644 (file)
index 0000000..f9d8c71
--- /dev/null
+++ b/08-word-chains/rush-graph.dot
@@ -0,0 +1,355 @@
+graph w {
+
+rung -- runt;
+pubs -- puss;
+mask -- musk;
+lash -- rash;
+gosh -- posh;
+muck -- musk;
+busy -- bury;
+runt -- runs;
+rash -- rasp;
+husk -- hulk;
+puss -- puns;
+bush -- tush;
+gust -- gist;
+mute -- muse;
+buds -- buss;
+gush -- push;
+bush -- bosh;
+rise -- risk;
+muss -- mass;
+hush -- push;
+musk -- rusk;
+rise -- rife;
+rise -- rose;
+pose -- rose;
+puss -- pugs;
+must -- mutt;
+rule -- rude;
+mesh -- mush;
+fuss -- muss;
+tush -- push;
+rove -- rose;
+musk -- must;
+buss -- cuss;
+disk -- dusk;
+rune -- ruse;
+gasp -- rasp;
+rise -- ride;
+mush -- much;
+hush -- bush;
+gust -- rust;
+rule -- yule;
+mash -- bash;
+gust -- gush;
+just -- must;
+puss -- push;
+fuse -- fume;
+cash -- hash;
+posy -- posh;
+lash -- mash;
+bush -- gush;
+rust -- ruse;
+rune -- tune;
+cast -- cash;
+bash -- bath;
+bash -- dash;
+rune -- rube;
+gosh -- josh;
+ruse -- rose;
+bust -- rust;
+posh -- nosh;
+rule -- rile;
+mesa -- mesh;
+gust -- lust;
+gasp -- gash;
+wash -- dash;
+gust -- bust;
+tush -- mush;
+robe -- rose;
+rule -- role;
+rune -- runs;
+task -- tusk;
+rush -- rust;
+just -- lust;
+muss -- mush;
+oust -- dust;
+just -- bust;
+hush -- tush;
+rust -- rusk;
+lash -- gash;
+rush -- rash;
+hath -- hash;
+mist -- must;
+rote -- rose;
+bash -- bosh;
+gash -- gush;
+runt -- hunt;
+husk -- hunk;
+tube -- rube;
+puss -- cuss;
+case -- cash;
+must -- dust;
+boss -- bosh;
+tusk -- rusk;
+dusk -- rusk;
+gosh -- nosh;
+lash -- cash;
+oust -- rust;
+wash -- hash;
+jest -- rest;
+rush -- push;
+bust -- lust;
+dust -- lust;
+wash -- gash;
+gust -- oust;
+wash -- bash;
+disk -- risk;
+rune -- rude;
+wasp -- rasp;
+puss -- buss;
+bast -- bust;
+must -- lust;
+musk -- mush;
+rest -- test;
+cask -- cash;
+musk -- tusk;
+muss -- buss;
+husk -- musk;
+just -- oust;
+hush -- mush;
+muss -- cuss;
+rise -- vise;
+tush -- gush;
+last -- lust;
+tush -- tusk;
+rude -- ruse;
+rest -- rent;
+rust -- lust;
+boss -- buss;
+rise -- ruse;
+rosy -- rose;
+duck -- dusk;
+oust -- lust;
+gash -- mash;
+rube -- rude;
+rode -- rude;
+lest -- rest;
+dash -- hash;
+bash -- bush;
+rube -- cube;
+bast -- bash;
+gash -- bash;
+bask -- bash;
+dust -- rust;
+pose -- posh;
+buss -- bugs;
+mash -- mass;
+rune -- rule;
+wash -- lash;
+bash -- bass;
+just -- jest;
+dusk -- tusk;
+lash -- hash;
+mash -- rash;
+gosh -- gush;
+mush -- gush;
+gash -- cash;
+wash -- cash;
+muss -- must;
+josh -- bosh;
+mast -- must;
+fuss -- fuse;
+posh -- post;
+husk -- dusk;
+lash -- lush;
+muss -- wuss;
+dash -- dish;
+rube -- lube;
+bust -- bunt;
+rick -- risk;
+bust -- dust;
+rink -- risk;
+rest -- best;
+rest -- pest;
+both -- bosh;
+such -- much;
+desk -- dusk;
+aunt -- runt;
+runt -- rust;
+busy -- buss;
+muss -- miss;
+rule -- mule;
+mash -- math;
+bust -- must;
+fuse -- muse;
+musk -- dusk;
+busy -- bust;
+bust -- bush;
+ruby -- rube;
+lash -- dash;
+gash -- rash;
+mash -- cash;
+pooh -- posh;
+muss -- mess;
+buss -- bush;
+puts -- puss;
+rose -- hose;
+ruse -- muse;
+just -- dust;
+buts -- buss;
+mash -- mask;
+moss -- muss;
+wuss -- buss;
+gosh -- bosh;
+lash -- lass;
+rise -- rite;
+just -- gust;
+list -- lust;
+hush -- husk;
+rush -- lush;
+must -- rust;
+mash -- mush;
+rash -- cash;
+rude -- nude;
+wash -- mash;
+bosh -- nosh;
+muck -- much;
+rune -- dune;
+mash -- sash;
+rise -- wise;
+puss -- wuss;
+must -- oust;
+mash -- mesh;
+lest -- lust;
+mums -- muss;
+lash -- bash;
+ride -- rude;
+rube -- ruse;
+rube -- rubs;
+rope -- rose;
+fuze -- fuse;
+rise -- rile;
+hasp -- rasp;
+must -- muse;
+dunk -- dusk;
+sash -- cash;
+puss -- pass;
+musk -- muse;
+rash -- sash;
+mast -- mash;
+rise -- rice;
+role -- rose;
+fuse -- ruse;
+ouch -- much;
+bust -- best;
+rest -- fest;
+muss -- muse;
+gust -- dust;
+dust -- dusk;
+gash -- dash;
+rush -- mush;
+mash -- hash;
+rung -- rune;
+hush -- lush;
+puss -- muss;
+must -- mush;
+bash -- rash;
+lush -- mush;
+bush -- push;
+lush -- lust;
+nest -- rest;
+lost -- lust;
+duet -- dust;
+rush -- hush;
+rule -- ruse;
+sass -- sash;
+wash -- rash;
+mesh -- mess;
+lash -- sash;
+rash -- hash;
+rush -- gush;
+just -- rust;
+bust -- oust;
+bust -- butt;
+rusk -- ruse;
+busy -- buoy;
+rest -- zest;
+wasp -- wash;
+bass -- buss;
+mash -- dash;
+sash -- hash;
+rush -- tush;
+fuss -- puss;
+rush -- rusk;
+punt -- runt;
+lush -- tush;
+buss -- bust;
+rash -- dash;
+rise -- ripe;
+dose -- rose;
+muss -- musk;
+burs -- buss;
+cash -- dash;
+gust -- must;
+tuck -- tusk;
+rose -- lose;
+husk -- tusk;
+rube -- robe;
+mush -- muse;
+rush -- bush;
+roue -- rose;
+posh -- josh;
+murk -- musk;
+posh -- bosh;
+lush -- gush;
+mule -- muse;
+hasp -- hash;
+bash -- hash;
+rose -- nose;
+gash -- sash;
+risk -- rusk;
+lash -- last;
+runt -- rant;
+sash -- dash;
+puss -- pups;
+buss -- bums;
+husk -- rusk;
+west -- rest;
+rush -- ruse;
+gash -- gosh;
+rasp -- ramp;
+rule -- rube;
+bush -- mush;
+lush -- push;
+buss -- buns;
+rune -- runt;
+bash -- cash;
+rude -- dude;
+yest -- rest;
+runt -- rent;
+wash -- wish;
+dust -- duct;
+busy -- bush;
+fuss -- buss;
+runt -- bunt;
+hush -- hash;
+rise -- rime;
+rode -- rose;
+lath -- lash;
+rest -- vest;
+must -- most;
+bash -- sash;
+buys -- buss;
+rest -- rust;
+mugs -- muss;
+wash -- sash;
+gash -- hash;
+mush -- push;
+lush -- bush;
+hush -- gush;
+posh -- push;
+bash -- base;
+
+}
\ No newline at end of file

diff --git a/08-word-chains/rush-graph.dot.ps b/08-word-chains/rush-graph.dot.ps
new file mode 100644 (file)
index 0000000..29de298
--- /dev/null
+++ b/08-word-chains/rush-graph.dot.ps
@@ -0,0 +1,4671 @@
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diff --git a/08-word-chains/rush1.dot b/08-word-chains/rush1.dot
new file mode 100644 (file)
index 0000000..a5c339e
--- /dev/null
+++ b/08-word-chains/rush1.dot
@@ -0,0 +1,41 @@
+graph w {
+
+
+hush -- bush;
+lush -- gush;
+rush -- gush;
+rush -- rusk;
+mush -- gush;
+bush -- tush;
+rush -- mush;
+rush -- lush;
+lush -- tush;
+tush -- mush;
+rush -- ruse;
+hush -- mush;
+hush -- lush;
+rusk -- ruse;
+tush -- push;
+rush -- rust;
+bush -- gush;
+push -- gush;
+rust -- ruse;
+tush -- gush;
+bush -- mush;
+lush -- push;
+rush -- push;
+lush -- mush;
+bush -- push;
+hush -- push;
+hush -- tush;
+rust -- rusk;
+hush -- rush;
+mush -- push;
+lush -- bush;
+rush -- bush;
+rush -- rash;
+hush -- gush;
+rush -- tush;
+
+
+}
\ No newline at end of file

diff --git a/08-word-chains/rush1.dot.ps b/08-word-chains/rush1.dot.ps
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diff --git a/08-word-chains/rush2.dot b/08-word-chains/rush2.dot
new file mode 100644 (file)
index 0000000..b57a2d3
--- /dev/null
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+graph w {
+
+lash -- sash;
+rash -- hash;
+rush -- gush;
+lash -- rash;
+gosh -- posh;
+just -- rust;
+runt -- rust;
+busy -- buss;
+wash -- rash;
+rash -- rasp;
+bust -- must;
+fuse -- muse;
+bust -- oust;
+bush -- tush;
+must -- dust;
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+busy -- bust;
+tusk -- rusk;
+rusk -- ruse;
+dusk -- rusk;
+bust -- bush;
+lash -- cash;
+lash -- dash;
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+wash -- hash;
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+rule -- rude;
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+gust -- must;
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+bash -- bush;
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+fuse -- ruse;
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+rust -- ruse;
+gash -- bash;
+rule -- rube;
+bush -- mush;
+lush -- push;
+rune -- runt;
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+bash -- dash;
+rune -- rube;
+ruse -- rose;
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+rune -- rule;
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+tush -- mush;
+mash -- hash;
+hush -- lush;
+rush -- rust;
+husk -- dusk;
+just -- lust;
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+oust -- dust;
+must -- mush;
+bash -- rash;
+bash -- sash;
+lush -- mush;
+bush -- push;
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+just -- bust;
+wash -- sash;
+hush -- tush;
+rust -- rusk;
+hush -- rush;
+gash -- hash;
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+rule -- ruse;
+lash -- gash;
+rush -- rash;
+mush -- push;
+bust -- dust;
+hush -- gush;
+bash -- bosh;
+rest -- rust;
+gash -- gush;
+
+
+}
\ No newline at end of file

diff --git a/08-word-chains/rush2.dot.ps b/08-word-chains/rush2.dot.ps
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diff --git a/08-word-chains/rush3.dot b/08-word-chains/rush3.dot
new file mode 100644 (file)
index 0000000..6adfe2e
--- /dev/null
+++ b/08-word-chains/rush3.dot
@@ -0,0 +1,636 @@
+graph g {
+"buds" -- "buys";
+"rice" -- "rime";
+"rung" -- "runt";
+"pubs" -- "puss";
+"mask" -- "musk";
+"jest" -- "lest";
+"bast" -- "cast";
+"muck" -- "musk";
+"lash" -- "rash";
+"gosh" -- "posh";
+"pose" -- "hose";
+"busy" -- "bury";
+"runt" -- "runs";
+"rash" -- "rasp";
+"husk" -- "hulk";
+"puss" -- "puns";
+"bush" -- "tush";
+"gust" -- "gist";
+"nest" -- "pest";
+"pest" -- "test";
+"last" -- "cast";
+"nest" -- "lest";
+"mute" -- "muse";
+"lath" -- "hath";
+"bask" -- "cask";
+"buds" -- "buss";
+"lass" -- "pass";
+"mule" -- "yule";
+"push" -- "gush";
+"list" -- "mist";
+"bush" -- "bosh";
+"rise" -- "risk";
+"muss" -- "mass";
+"hush" -- "push";
+"musk" -- "rusk";
+"rise" -- "rife";
+"yest" -- "test";
+"duck" -- "muck";
+"rise" -- "rose";
+"pose" -- "rose";
+"pose" -- "lose";
+"puts" -- "puns";
+"fuss" -- "wuss";
+"puss" -- "pugs";
+"must" -- "mutt";
+"rule" -- "rude";
+"bask" -- "bass";
+"yest" -- "west";
+"mesh" -- "mush";
+"buns" -- "bums";
+"pose" -- "nose";
+"ripe" -- "ride";
+"fuss" -- "muss";
+"tush" -- "push";
+"disk" -- "desk";
+"rove" -- "rose";
+"jest" -- "best";
+"jest" -- "pest";
+"must" -- "musk";
+"buss" -- "cuss";
+"best" -- "zest";
+"mule" -- "mute";
+"disk" -- "dusk";
+"rice" -- "rife";
+"rune" -- "ruse";
+"gasp" -- "rasp";
+"rise" -- "ride";
+"hose" -- "lose";
+"yest" -- "jest";
+"pubs" -- "puns";
+"moss" -- "miss";
+"rife" -- "ride";
+"mast" -- "mist";
+"buds" -- "burs";
+"mush" -- "much";
+"rice" -- "rile";
+"hush" -- "bush";
+"buts" -- "butt";
+"gust" -- "rust";
+"rule" -- "yule";
+"mash" -- "bash";
+"gasp" -- "hasp";
+"gust" -- "gush";
+"just" -- "must";
+"fuse" -- "fume";
+"puss" -- "push";
+"cash" -- "hash";
+"posy" -- "posh";
+"lash" -- "mash";
+"hunt" -- "hunk";
+"post" -- "pest";
+"rust" -- "ruse";
+"bush" -- "gush";
+"rite" -- "rote";
+"rune" -- "tune";
+"cast" -- "cash";
+"bash" -- "bath";
+"bash" -- "dash";
+"rune" -- "rube";
+"role" -- "rope";
+"gosh" -- "josh";
+"ruse" -- "rose";
+"bust" -- "rust";
+"posh" -- "nosh";
+"rule" -- "rile";
+"west" -- "pest";
+"pubs" -- "pups";
+"west" -- "lest";
+"dune" -- "dude";
+"mesa" -- "mesh";
+"mess" -- "mass";
+"gust" -- "lust";
+"rife" -- "ripe";
+"lest" -- "list";
+"gasp" -- "gash";
+"bast" -- "base";
+"buts" -- "bugs";
+"wash" -- "dash";
+"dose" -- "hose";
+"lest" -- "best";
+"lest" -- "pest";
+"gust" -- "bust";
+"puts" -- "buts";
+"tush" -- "mush";
+"robe" -- "rose";
+"such" -- "ouch";
+"puns" -- "buns";
+"bass" -- "pass";
+"rule" -- "role";
+"rune" -- "runs";
+"yest" -- "pest";
+"rush" -- "rust";
+"task" -- "tusk";
+"yest" -- "lest";
+"just" -- "lust";
+"mast" -- "mass";
+"post" -- "lost";
+"dust" -- "oust";
+"muss" -- "mush";
+"role" -- "roue";
+"just" -- "bust";
+"buds" -- "buns";
+"hush" -- "tush";
+"rust" -- "rusk";
+"lash" -- "gash";
+"rush" -- "rash";
+"hath" -- "hash";
+"mist" -- "must";
+"rote" -- "rose";
+"bash" -- "bosh";
+"burs" -- "bury";
+"gash" -- "gush";
+"runt" -- "hunt";
+"lath" -- "math";
+"husk" -- "hunk";
+"lost" -- "lose";
+"tube" -- "rube";
+"lest" -- "vest";
+"rope" -- "ripe";
+"puss" -- "cuss";
+"runs" -- "rubs";
+"case" -- "cash";
+"role" -- "robe";
+"dude" -- "nude";
+"best" -- "test";
+"west" -- "test";
+"must" -- "dust";
+"boss" -- "bosh";
+"punt" -- "puns";
+"puns" -- "pups";
+"tusk" -- "rusk";
+"dusk" -- "rusk";
+"mugs" -- "bugs";
+"gosh" -- "nosh";
+"lash" -- "cash";
+"nose" -- "lose";
+"oust" -- "rust";
+"wash" -- "hash";
+"jest" -- "rest";
+"west" -- "zest";
+"rush" -- "push";
+"west" -- "fest";
+"lass" -- "bass";
+"moss" -- "most";
+"bust" -- "lust";
+"ruby" -- "rubs";
+"pose" -- "dose";
+"dust" -- "lust";
+"wash" -- "gash";
+"rove" -- "roue";
+"gust" -- "oust";
+"wash" -- "bash";
+"zest" -- "test";
+"nest" -- "jest";
+"fest" -- "test";
+"disk" -- "risk";
+"rune" -- "rude";
+"buys" -- "bums";
+"wasp" -- "rasp";
+"puss" -- "buss";
+"rote" -- "robe";
+"bast" -- "bust";
+"must" -- "lust";
+"rest" -- "test";
+"cask" -- "cash";
+"musk" -- "mush";
+"musk" -- "tusk";
+"mist" -- "gist";
+"muss" -- "buss";
+"dunk" -- "dune";
+"husk" -- "musk";
+"role" -- "rove";
+"just" -- "oust";
+"hush" -- "mush";
+"task" -- "cask";
+"muss" -- "cuss";
+"rise" -- "vise";
+"tush" -- "gush";
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+"josh" -- "nosh";
+"tush" -- "tusk";
+"hath" -- "bath";
+"most" -- "post";
+"rest" -- "rent";
+"rude" -- "ruse";
+"buns" -- "runs";
+"dunk" -- "duck";
+"rust" -- "lust";
+"task" -- "bask";
+"boss" -- "buss";
+"rise" -- "ruse";
+"duck" -- "dusk";
+"rosy" -- "rose";
+"mast" -- "bast";
+"oust" -- "lust";
+"posy" -- "post";
+"mast" -- "last";
+"gash" -- "mash";
+"bunt" -- "butt";
+"rube" -- "rude";
+"case" -- "cask";
+"rode" -- "rude";
+"dash" -- "hash";
+"lest" -- "rest";
+"lest" -- "fest";
+"bash" -- "bush";
+"list" -- "gist";
+"rube" -- "cube";
+"bast" -- "bash";
+"buys" -- "bugs";
+"gash" -- "bash";
+"bask" -- "bash";
+"dust" -- "rust";
+"burs" -- "buns";
+"lath" -- "bath";
+"muck" -- "murk";
+"lest" -- "lost";
+"pose" -- "posh";
+"bury" -- "buoy";
+"punt" -- "aunt";
+"buss" -- "bugs";
+"moss" -- "mass";
+"mash" -- "mass";
+"task" -- "mask";
+"posy" -- "rosy";
+"case" -- "base";
+"rune" -- "rule";
+"wash" -- "lash";
+"burs" -- "bums";
+"puts" -- "pups";
+"pose" -- "post";
+"roue" -- "robe";
+"most" -- "lost";
+"bash" -- "bass";
+"just" -- "jest";
+"dusk" -- "tusk";
+"lash" -- "hash";
+"mash" -- "rash";
+"gash" -- "cash";
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+"wash" -- "cash";
+"rite" -- "rile";
+"josh" -- "bosh";
+"gosh" -- "gush";
+"muss" -- "must";
+"puns" -- "runs";
+"aunt" -- "hunt";
+"rove" -- "rote";
+"rote" -- "roue";
+"rile" -- "ripe";
+"buds" -- "bums";
+"mast" -- "must";
+"list" -- "lost";
+"fuss" -- "fuse";
+"post" -- "posh";
+"nest" -- "best";
+"husk" -- "dusk";
+"both" -- "bath";
+"lash" -- "lush";
+"list" -- "last";
+"muss" -- "wuss";
+"dish" -- "dash";
+"rube" -- "lube";
+"bust" -- "bunt";
+"bugs" -- "pugs";
+"rode" -- "rope";
+"sass" -- "bass";
+"rick" -- "risk";
+"bust" -- "dust";
+"rink" -- "risk";
+"rest" -- "best";
+"rest" -- "pest";
+"both" -- "bosh";
+"such" -- "much";
+"desk" -- "dusk";
+"buds" -- "bugs";
+"aunt" -- "runt";
+"busy" -- "buss";
+"runt" -- "rust";
+"jest" -- "fest";
+"muss" -- "miss";
+"mugs" -- "pugs";
+"rule" -- "mule";
+"tune" -- "dune";
+"mash" -- "math";
+"yest" -- "zest";
+"yest" -- "fest";
+"jest" -- "test";
+"bust" -- "must";
+"mutt" -- "butt";
+"fuse" -- "muse";
+"rote" -- "rope";
+"moss" -- "mess";
+"puts" -- "pugs";
+"sass" -- "mass";
+"musk" -- "dusk";
+"busy" -- "bust";
+"nose" -- "hose";
+"dunk" -- "hunk";
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+"burs" -- "bugs";
+"ruby" -- "rube";
+"lash" -- "dash";
+"gash" -- "rash";
+"mash" -- "cash";
+"buys" -- "buns";
+"buss" -- "bush";
+"pooh" -- "posh";
+"muss" -- "mess";
+"puss" -- "puts";
+"hose" -- "rose";
+"miss" -- "mess";
+"ruse" -- "muse";
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+"hulk" -- "hunk";
+"just" -- "dust";
+"buts" -- "buss";
+"mash" -- "mask";
+"moss" -- "muss";
+"wuss" -- "buss";
+"gosh" -- "bosh";
+"mums" -- "mugs";
+"fest" -- "vest";
+"lash" -- "lass";
+"rise" -- "rite";
+"just" -- "gust";
+"list" -- "lust";
+"hush" -- "husk";
+"rush" -- "lush";
+"buds" -- "buts";
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+"mash" -- "mush";
+"tuck" -- "duck";
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+"rude" -- "nude";
+"wash" -- "mash";
+"nest" -- "vest";
+"hunt" -- "bunt";
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+"puns" -- "pugs";
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+"rope" -- "roue";
+"rune" -- "dune";
+"pest" -- "zest";
+"mash" -- "sash";
+"rise" -- "wise";
+"best" -- "pest";
+"puss" -- "wuss";
+"fest" -- "zest";
+"must" -- "oust";
+"wish" -- "wise";
+"mash" -- "mesh";
+"pose" -- "posy";
+"lest" -- "lust";
+"lest" -- "test";
+"rite" -- "ripe";
+"mums" -- "muss";
+"rife" -- "rile";
+"lash" -- "bash";
+"ride" -- "rude";
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+"rope" -- "rose";
+"fuze" -- "fuse";
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+"hasp" -- "rasp";
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+"best" -- "fest";
+"rife" -- "rime";
+"rush" -- "mush";
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+"lass" -- "mass";
+"mash" -- "hash";
+"nest" -- "zest";
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+"nest" -- "fest";
+"rune" -- "rung";
+"tube" -- "cube";
+"hush" -- "lush";
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+"fuze" -- "fume";
+"wasp" -- "hasp";
+"puss" -- "muss";
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+"bash" -- "rash";
+"disk" -- "dish";
+"must" -- "mush";
+"lush" -- "mush";
+"nose" -- "nosh";
+"lush" -- "lust";
+"buts" -- "bums";
+"nest" -- "rest";
+"bush" -- "push";
+"lost" -- "lust";
+"mast" -- "most";
+"duet" -- "dust";
+"hush" -- "rush";
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+"wash" -- "rash";
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+"ruse" -- "rusk";
+"rite" -- "rice";
+"rite" -- "rife";
+"busy" -- "buoy";
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+"rest" -- "zest";
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+"mash" -- "dash";
+"yest" -- "vest";
+"rode" -- "role";
+"jest" -- "zest";
+"hash" -- "sash";
+"rush" -- "tush";
+"lest" -- "last";
+"best" -- "vest";
+"wuss" -- "cuss";
+"puss" -- "fuss";
+"dose" -- "lose";
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+"west" -- "vest";
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+"rash" -- "dash";
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+"rise" -- "ripe";
+"rode" -- "rove";
+"dose" -- "rose";
+"pubs" -- "puts";
+"vest" -- "test";
+"muss" -- "musk";
+"nest" -- "test";
+"burs" -- "buss";
+"cash" -- "dash";
+"pubs" -- "rubs";
+"gust" -- "must";
+"tuck" -- "tusk";
+"rose" -- "lose";
+"husk" -- "tusk";
+"rube" -- "robe";
+"mush" -- "muse";
+"rush" -- "bush";
+"rove" -- "rope";
+"vest" -- "zest";
+"roue" -- "rose";
+"murk" -- "musk";
+"josh" -- "posh";
+"posh" -- "bosh";
+"hath" -- "math";
+"lush" -- "gush";
+"nest" -- "west";
+"hasp" -- "hash";
+"mule" -- "muse";
+"bash" -- "hash";
+"nose" -- "rose";
+"gash" -- "sash";
+"risk" -- "rusk";
+"west" -- "best";
+"rile" -- "ride";
+"lash" -- "last";
+"rode" -- "rote";
+"runt" -- "rant";
+"dash" -- "sash";
+"buss" -- "bums";
+"puss" -- "pups";
+"husk" -- "rusk";
+"buts" -- "buys";
+"bass" -- "mass";
+"west" -- "jest";
+"wasp" -- "gasp";
+"west" -- "rest";
+"fest" -- "pest";
+"rush" -- "ruse";
+"rung" -- "runs";
+"rink" -- "rick";
+"gash" -- "gosh";
+"mask" -- "cask";
+"duet" -- "duct";
+"yest" -- "nest";
+"rice" -- "rick";
+"rasp" -- "ramp";
+"duck" -- "duct";
+"rule" -- "rube";
+"rent" -- "rant";
+"lush" -- "push";
+"bush" -- "mush";
+"buss" -- "buns";
+"bast" -- "last";
+"rune" -- "runt";
+"mist" -- "most";
+"bash" -- "cash";
+"rite" -- "rime";
+"cube" -- "lube";
+"dude" -- "rude";
+"punt" -- "hunt";
+"pugs" -- "pups";
+"yest" -- "rest";
+"runt" -- "rent";
+"moss" -- "boss";
+"wash" -- "wish";
+"dust" -- "duct";
+"rope" -- "robe";
+"mesa" -- "mess";
+"tuck" -- "muck";
+"vise" -- "wise";
+"cask" -- "cast";
+"busy" -- "bush";
+"runt" -- "bunt";
+"fuss" -- "buss";
+"hush" -- "hash";
+"rise" -- "rime";
+"rode" -- "rose";
+"rode" -- "robe";
+"pubs" -- "pugs";
+"mums" -- "bums";
+"bask" -- "bast";
+"lath" -- "lash";
+"jest" -- "vest";
+"rest" -- "vest";
+"rove" -- "robe";
+"bask" -- "mask";
+"must" -- "most";
+"bash" -- "sash";
+"buys" -- "buss";
+"burs" -- "buys";
+"rest" -- "rust";
+"mugs" -- "muss";
+"wash" -- "sash";
+"ripe" -- "rime";
+"gash" -- "hash";
+"lush" -- "bush";
+"mush" -- "push";
+"mask" -- "mass";
+"hush" -- "gush";
+"posh" -- "push";
+"bash" -- "base";
+}

diff --git a/08-word-chains/rush3.dot.png b/08-word-chains/rush3.dot.png
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diff --git a/08-word-chains/rush3.dot.ps b/08-word-chains/rush3.dot.ps
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diff --git a/08-word-chains/word-chain-solution.ipynb b/08-word-chains/word-chain-solution.ipynb
index e6bc49b70891a717d6cc0600b101ba0d5ce7a8af..ba6e8bfce76bc7ea936f531b9b25c594989e2998 100644 (file)
--- a/08-word-chains/word-chain-solution.ipynb
+++ b/08-word-chains/word-chain-solution.ipynb
@@ -27,7 +27,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 2,
    "metadata": {
     "collapsed": true
    },
@@ -39,7 +39,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -48,7 +48,7 @@
        "2336"
       ]
      },
-     "execution_count": 2,
+     "execution_count": 3,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -60,7 +60,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "metadata": {
     "collapsed": true
    },
@@ -75,7 +75,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "metadata": {
     "collapsed": true
    },
@@ -87,7 +87,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
    "metadata": {
     "collapsed": true
    },
@@ -100,7 +100,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 7,
    "metadata": {
     "collapsed": true
    },
@@ -113,7 +113,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 8,
    "metadata": {
     "collapsed": true
    },
@@ -130,7 +130,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 9,
    "metadata": {
     "collapsed": true
    },
@@ -144,7 +144,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 10,
    "metadata": {
     "collapsed": true
    },
@@ -170,7 +170,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 11,
    "metadata": {
     "collapsed": true
    },
@@ -198,7 +198,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 12,
    "metadata": {
     "collapsed": true
    },
@@ -224,7 +224,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 13,
    "metadata": {
     "collapsed": true
    },
@@ -252,7 +252,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 14,
    "metadata": {
     "collapsed": true
    },
@@ -281,7 +281,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 15,
    "metadata": {
     "collapsed": true
    },
@@ -311,7 +311,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [
     {
@@ -320,7 +320,7 @@
        "['vice', 'dice', 'dire', 'dare', 'ware', 'wars']"
       ]
      },
-     "execution_count": 15,
+     "execution_count": 16,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -331,7 +331,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
@@ -340,7 +340,7 @@
        "['vice', 'dice', 'dire', 'dare', 'ware', 'wars']"
       ]
      },
-     "execution_count": 16,
+     "execution_count": 17,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -351,7 +351,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [
     {
@@ -360,7 +360,7 @@
        "['boon', 'boot', 'bolt', 'belt', 'bell', 'sell']"
       ]
      },
-     "execution_count": 17,
+     "execution_count": 18,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -371,7 +371,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [
     {
@@ -380,7 +380,7 @@
        "6"
       ]
      },
-     "execution_count": 18,
+     "execution_count": 19,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -391,7 +391,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 20,
    "metadata": {
     "collapsed": true
    },
@@ -402,7 +402,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [
     {
@@ -411,7 +411,7 @@
        "6"
       ]
      },
-     "execution_count": 20,
+     "execution_count": 21,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -422,7 +422,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [
     {
@@ -431,7 +431,7 @@
        "793"
       ]
      },
-     "execution_count": 21,
+     "execution_count": 22,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -442,14 +442,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 23,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "10000 loops, best of 3: 154 µs per loop\n"
+      "10000 loops, best of 3: 157 µs per loop\n"
      ]
     }
    ],
@@ -460,14 +460,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 24,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "100 loops, best of 3: 16.3 ms per loop\n"
+      "100 loops, best of 3: 15.5 ms per loop\n"
      ]
     }
    ],
@@ -478,14 +478,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 25,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "10000 loops, best of 3: 169 µs per loop\n"
+      "10000 loops, best of 3: 166 µs per loop\n"
      ]
     }
    ],
@@ -496,7 +496,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 26,
    "metadata": {
     "collapsed": true
    },
@@ -508,14 +508,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 27,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "1 loop, best of 3: 1.09 s per loop\n"
+      "1 loop, best of 3: 554 ms per loop\n"
      ]
     }
    ],
@@ -526,14 +526,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 28,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "10 loops, best of 3: 93.1 ms per loop\n"
+      "10 loops, best of 3: 90.6 ms per loop\n"
      ]
     }
    ],
@@ -560,7 +560,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 29,
    "metadata": {
     "collapsed": true
    },
@@ -582,7 +582,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 30,
    "metadata": {},
    "outputs": [
     {
@@ -601,7 +601,7 @@
        " 'rasp']"
       ]
      },
-     "execution_count": 29,
+     "execution_count": 30,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -612,7 +612,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 31,
    "metadata": {
     "scrolled": true
    },
@@ -624,7 +624,7 @@
        " '`bash`, `cash`, `dash`, `gash`, `hash`, `lash`, `mash`, `rasp`, `rush`, `sash`, `wash`')"
       ]
      },
-     "execution_count": 30,
+     "execution_count": 31,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -635,7 +635,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 32,
    "metadata": {
     "scrolled": true
    },
@@ -647,7 +647,7 @@
        " '<code>bash</code>, <code>cash</code>, <code>dash</code>, <code>gash</code>, <code>hash</code>, <code>lash</code>, <code>mash</code>, <code>rasp</code>, <code>rush</code>, <code>sash</code>, <code>wash</code>')"
       ]
      },
-     "execution_count": 31,
+     "execution_count": 32,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -658,7 +658,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 33,
    "metadata": {
     "scrolled": true
    },
@@ -670,7 +670,7 @@
        " '`base`, `bash`, `bask`, `bass`, `bast`, `bath`, `bosh`, `bush`, `case`, `cash`, `cask`, `cast`, `dash`, `dish`, `gash`, `gasp`, `gosh`, `gush`, `hash`, `hasp`, `hath`, `hush`, `lash`, `lass`, `last`, `lath`, `lush`, `mash`, `mask`, `mass`, `mast`, `math`, `mesh`, `mush`, `push`, `ramp`, `rasp`, `ruse`, `rush`, `rusk`, `rust`, `sash`, `sass`, `tush`, `wash`, `wasp`, `wish`')"
       ]
      },
-     "execution_count": 32,
+     "execution_count": 33,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -681,7 +681,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": 34,
    "metadata": {
     "scrolled": true
    },
@@ -693,7 +693,7 @@
        " '<code>base</code>, <code>bash</code>, <code>bask</code>, <code>bass</code>, <code>bast</code>, <code>bath</code>, <code>bosh</code>, <code>bush</code>, <code>case</code>, <code>cash</code>, <code>cask</code>, <code>cast</code>, <code>dash</code>, <code>dish</code>, <code>gash</code>, <code>gasp</code>, <code>gosh</code>, <code>gush</code>, <code>hash</code>, <code>hasp</code>, <code>hath</code>, <code>hush</code>, <code>lash</code>, <code>lass</code>, <code>last</code>, <code>lath</code>, <code>lush</code>, <code>mash</code>, <code>mask</code>, <code>mass</code>, <code>mast</code>, <code>math</code>, <code>mesh</code>, <code>mush</code>, <code>push</code>, <code>ramp</code>, <code>rasp</code>, <code>ruse</code>, <code>rush</code>, <code>rusk</code>, <code>rust</code>, <code>sash</code>, <code>sass</code>, <code>tush</code>, <code>wash</code>, <code>wasp</code>, <code>wish</code>')"
       ]
      },
-     "execution_count": 33,
+     "execution_count": 34,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -704,7 +704,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": 35,
    "metadata": {
     "scrolled": true
    },
@@ -715,7 +715,7 @@
        "180"
       ]
      },
-     "execution_count": 34,
+     "execution_count": 35,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -726,7 +726,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": 36,
    "metadata": {
     "scrolled": true
    },
@@ -737,7 +737,7 @@
        "2195"
       ]
      },
-     "execution_count": 35,
+     "execution_count": 36,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -748,7 +748,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 36,
+   "execution_count": 37,
    "metadata": {
     "scrolled": true
    },
@@ -759,7 +759,7 @@
        "2192"
       ]
      },
-     "execution_count": 36,
+     "execution_count": 37,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -770,7 +770,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 37,
+   "execution_count": 38,
    "metadata": {
     "scrolled": true
    },
@@ -779,7 +779,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "100 loops, best of 3: 6 ms per loop\n"
+      "100 loops, best of 3: 5.81 ms per loop\n"
      ]
     }
    ],
@@ -790,7 +790,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": 39,
    "metadata": {
     "scrolled": true
    },
@@ -799,7 +799,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "100 loops, best of 3: 2.8 ms per loop\n"
+      "100 loops, best of 3: 2.71 ms per loop\n"
      ]
     }
    ],
@@ -810,7 +810,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": 40,
    "metadata": {},
    "outputs": [
     {
@@ -819,7 +819,7 @@
        "2188"
       ]
      },
-     "execution_count": 39,
+     "execution_count": 40,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -830,7 +830,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 40,
+   "execution_count": 41,
    "metadata": {},
    "outputs": [
     {
@@ -839,7 +839,7 @@
        "2193"
       ]
      },
-     "execution_count": 40,
+     "execution_count": 41,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -850,7 +850,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 41,
+   "execution_count": 42,
    "metadata": {},
    "outputs": [
     {
@@ -859,7 +859,7 @@
        "280"
       ]
      },
-     "execution_count": 41,
+     "execution_count": 42,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -871,7 +871,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 42,
+   "execution_count": 43,
    "metadata": {},
    "outputs": [
     {
@@ -880,7 +880,7 @@
        "296"
       ]
      },
-     "execution_count": 42,
+     "execution_count": 43,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -895,16 +895,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 43,
+   "execution_count": 44,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "'troy peck thaw bobs fist whim deed foam herd skid cell meet lens cock lean been tees cent veil glue hell hoot jeep atop whet chew crow dual keen test reed bolt coop weep went dell lent pens prop leek chop pock knob bend dent gent bloc pets whom brew gout brat clue sacs nets gram wiry blur gees crop glib bets thin knit dram hair jeez soon sort leaf prim hemp deep yews loan bows wees rock newt mock baas leak twin sots bogs sick geed yock peel airs crew know beet pier foot melt less prep toad prom pews brow grad pees suet sued prod lees dock frog term tent sack root stay chin feet twit tram pert coat reel floe deem teem need boss moat book bias lock said best loam goop spec boon bras boys grey pelt nest jets well perk mead heel tens fled czar trap mewl brad teen very belt boom chit pent shes soil next toot crab jock foul held heft help coot berm moan char boot omit hock unit akin load boob lead beep plus sewn bees chow knot vial bled drag bell doer pest saws peed news aloe goad moot tout text tell fret gets chip rent whir bout coup pegs flea poop room peek wets hews grow dyer whit sics self than club week peep clef beef poor step brag rood vent sill legs send shoo bops sits flue emit stem grab shoe eery leap whip door yens heed felt yous quit meek bran teed moor veep loot geek bier goat weed flee pout skis blue yell yeps reek trig feed draw rend soft bent crag mews sues leis fees drab mean peps suck dial fest vets lets sped keep jell beck boos fell pled sows'"
+       "'know step yeps test pout book beck poor boos veep teed gent saws dyer hemp soon deem legs bets twit whim belt rock well bled whet prop spec weep peed loan week clef feed lock yens vent doer less teem toot yews blur clue pert pegs brew flea trig vets sued felt perk bobs brat tens beef leap bloc shoo moan boob jeez suet sits rood drag goat stay chip fled fist than loot pets suck peek pled heel hair sill prep char knot lens meek trap jeep beet crew draw tell nets peep meet sows glue bees bent pelt whit need foot bran chop gram chew teen veil lent gees fret soft leis pent gets weed keen reek news prim drab wets sics deed bows pier akin pock geed grey bogs goad skis peck prod loam keep pens hoot best reed yous sewn been tram pest whom bout unit deep boot dual lees omit peel sues berm dock yock shes lets mock grow jell whip lean thin sots geek stem floe tees sort fees gout mead dram said twin prom bras bier heft foul root fell melt bops coup coot atop brad chin moot shoe sacs chit hell door lead feet boon bolt leaf bell bias eery goop reel text boom herd rent leek rend club self send sick term airs frog yell next czar plus mean brow foam crow troy nest heed dell load glib peps cent chow pees bend jock held tent soil poop moor sped emit boss fest crop mews knit tout crag knob grab thaw vial sack help jets very boys flue whir newt wiry beep room pews crab baas cock coop hock blue flee moat skid quit dial brag cell aloe grad hews went leak toad wees mewl coat dent'"
       ]
      },
-     "execution_count": 43,
+     "execution_count": 44,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -915,7 +915,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 44,
+   "execution_count": 45,
    "metadata": {},
    "outputs": [
     {
@@ -924,7 +924,7 @@
        "['coax', 'coat', 'boat', 'boar', 'soar', 'star', 'stay']"
       ]
      },
-     "execution_count": 44,
+     "execution_count": 45,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -935,24 +935,24 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 45,
+   "execution_count": 46,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "CPU times: user 2.28 s, sys: 4 ms, total: 2.29 s\n",
-      "Wall time: 2.29 s\n"
+      "CPU times: user 620 ms, sys: 4 ms, total: 624 ms\n",
+      "Wall time: 624 ms\n"
      ]
     },
     {
      "data": {
       "text/plain": [
-       "['coax', 'coat', 'boat', 'boar', 'soar', 'star', 'stay']"
+       "['coax', 'coat', 'chat', 'shat', 'spat', 'spay', 'stay']"
       ]
      },
-     "execution_count": 45,
+     "execution_count": 46,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -963,7 +963,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 46,
+   "execution_count": 47,
    "metadata": {
     "collapsed": true
    },
@@ -974,7 +974,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 47,
+   "execution_count": 48,
    "metadata": {},
    "outputs": [
     {
@@ -983,7 +983,7 @@
        "['czar', 'tzar', 'tear', 'sear', 'star', 'stay']"
       ]
      },
-     "execution_count": 47,
+     "execution_count": 48,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -994,7 +994,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 48,
+   "execution_count": 49,
    "metadata": {
     "collapsed": true
    },
@@ -1005,7 +1005,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 49,
+   "execution_count": 50,
    "metadata": {
     "collapsed": true
    },
@@ -1014,6 +1014,50 @@
     "# %time bfs_search('coax', 'stay')"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 79,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "185"
+      ]
+     },
+     "execution_count": 79,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "rushn = reachable_in('rush', 3)\n",
+    "rushn.add('rush')\n",
+    "len(rushn)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 80,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [],
+   "source": [
+    "links = set()\n",
+    "for w in rushn:\n",
+    "    for n in neighbours[w]:\n",
+    "        if n in rushn:\n",
+    "            links.add(frozenset((n, w)))\n",
+    "\n",
+    "with open('rush3.dot', 'w') as f:\n",
+    "    f.write('graph g {\\n')\n",
+    "    for l in links:\n",
+    "        lt = tuple(l)\n",
+    "        f.write('\"{}\" -- \"{}\";\\n'.format(lt[0], lt[1]))\n",
+    "    f.write('}\\n')"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,