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First big update to prediction
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‎08_PredictionAndMachineLearning/001predictionMotivation/Prediction study design.pdf‎

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‎08_PredictionAndMachineLearning/001predictionMotivation/data/movies.txt‎

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score rating genre box office running time
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2 Fast 2 Furious 48.9 PG-13 action/adventure 127.146 107
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28 Days Later 78.2 R horror 45.065 113
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A Guy Thing 39.5 PG-13 rom comedy 15.545 101
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A Man Apart 42.9 R action/adventure 26.248 110
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A Mighty Wind 79.9 PG-13 comedy 17.781 91
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Agent Cody Banks 57.9 PG action/adventure 47.811 102
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Alex & Emma 35.1 PG-13 rom comedy 14.219 96
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American Wedding 50.7 R comedy 104.441 96
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Anger Management 62.6 PG-13 comedy 134.404 106
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Anything Else 63.3 R rom comedy 3.212 108
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Bad Boys II 38.1 R action/adventure 138.397 147
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Bad Santa 75.8 R comedy 59.523 91
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Basic 43.6 R suspense 26.536 98
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Beyond Borders 48.8 R drama 4.430 127
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big fish 78.0 PG-13 drama 65.151 125
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Biker Boyz 44.8 PG-13 action/adventure 21.731 110
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Boat Trip 29.2 R comedy 8.600 94
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Bringing Down the House 57.7 PG-13 comedy 132.582 105
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Brother Bear 60.6 G animated 84.874 84
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Bruce Almighty 63.3 PG-13 comedy 242.705 101
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Bulletproof Monk 47.3 PG-13 action/adventure 23.359 104
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Cabin Fever 54.3 R horror 21.158 93
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Calendar Girls 67.3 PG-13 comedy 29.591 108
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Charlie's Angles: Full Throttle 54.8 PG-13 action/adventure 100.785 106
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Cheaper by the Dozen 52.9 PG comedy 135.445 98
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Cold Creek Manor 50.6 R suspense 21.386 118
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Cold Mountain 78.0 R drama 90.712 152
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Confidence 62.2 R drama 12.218 97
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Cradle 2 the Grave 45.8 R action/adventure 34.613 101
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Daddy Day Care 40.5 PG comedy 104.297 92
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Daredevil 52.1 PG-13 action/adventure 102.544 103
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Dark Blue 58.7 R drama 9.250 118
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Darkness Falls 31.1 PG-13 horror 32.131 86
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Deliver Us From Eva 61.8 R rom comedy 17.366 105
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Dickie Roberts, Former Child Star 52.6 PG-13 comedy 22.739 98
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Down With Love 63.7 PG-13 rom comedy 20.305 101
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Dr. Seuss' The Cat in the Hat 37.8 PG fantasy 99.880 82
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Dreamcatcher 42.5 R sci-fi 33.700 136
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Dumb and Dumberer 29.5 PG-13 comedy 26.166 85
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Duplex 51.3 PG-13 comedy 9.671 89
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Dysfunktional Family 57.2 R documentary 2.235 89
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Elf 70.3 PG comedy 173.306 95
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Final Destination 2 46.1 R horror 46.492 90
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Finding Nemo 91.2 G animated 339.715 100
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Freaky Friday 74.9 PG comedy 110.222 97
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Freddy vs. Jason 47.3 R horror 82.217 97
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From Justin to Kelly 34.8 PG musical 4.929 81
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Gigli 29.3 R rom comedy 6.088 121
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Gods and Generals 42.0 PG-13 drama 12.875 231
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Good Boy! 57.9 PG comedy 37.655 87
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Gothika 48.1 R horror 59.454 98
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Grind 35.0 PG-13 comedy 5.124 105
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Head of State 56.7 PG-13 comedy 37.845 95
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Holes 71.9 PG drama 67.365 117
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Hollywood Homicide 47.9 PG-13 action/adventure 30.941 116
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Honey 49.9 PG-13 drama 30.223 94
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House of 1000 Corpses 36.3 R horror 12.599 105
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How to Deal 53.6 PG-13 drama 14.144 101
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How to Lose a Guy in 10 Days 50.3 PG-13 rom comedy 106.094 116
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Identity 60.0 R suspense 52.131 90
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In the Cut 53.6 R suspense 4.717 119
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Intolerable Cruelty 67.1 PG-13 rom comedy 35.189 100
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It Runs in the Family 55.6 PG-13 comedy 7.492 109
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Jeepers Creepers 2 44.2 R horror 35.667 104
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Johnny English 56.4 PG comedy 28.082 87
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Just Married 41.5 PG-13 rom comedy 56.127 95
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Kangaroo Jack 30.4 PG comedy 66.746 89
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Kill Bill - Vol 1 84.1 R action/adventure 69.869 111
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Lara Croft, Tomb Raider 48.8 PG-13 action/adventure 65.660 117
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Le Divorce 59.6 PG-13 comedy 9.081 117
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Legally Blonde 2 50.8 PG-13 comedy 89.921 95
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Looney Tunes: Back in Action 59.3 PG comedy 20.808 90
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Lost in Translation 94.6 R drama 43.217 102
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Love Actually 70.5 R rom comedy 59.365 135
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Love Don't Cost a Thing 45.4 PG-13 rom comedy 21.803 100
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Malibu's Most Wanted 44.8 PG-13 comedy 34.340 86
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Marci X 36.2 R comedy 1.649 84
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Master and Commander 87.6 PG-13 action/adventure 92.076 138
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Matchstick Men 68.9 PG-13 comedy 36.886 116
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Mona Lisa Smile 55.8 PG-13 drama 63.696 117
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Monster 64.9 R drama 23.802 109
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My Boss's Daughter 33.2 PG-13 rom comedy 15.551 90
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Mystic River 89.9 R drama 79.207 137
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National Security 37.9 PG-13 action/adventure 35.765 88
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Old School 54.7 R comedy 74.663 92
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Once Upon A Time in Mexico 64.6 R action/adventure 55.846 102
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Open Range 71.6 R western 58.331 139
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Out of Time 65.8 PG-13 suspense 41.077 105
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Paycheck 48.3 PG-13 sci-fi 53.428 119
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Peter Pan 67.5 PG fantasy 47.581 113
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Phone Booth 62.1 R suspense 46.566 81
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Piglet's Big Movie 63.6 G animated 23.103 75
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Pirates of the Caribbean 67.8 PG-13 action/adventure 305.414 143
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Radio 54.2 PG drama 51.987 109
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Rugrats Go Wild 55.6 PG animated 39.403 84
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Runaway Jury 65.4 PG-13 suspense 49.441 127
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S.W.A.T. 55.4 PG-13 action/adventure 116.643 117
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Scary Movie 3 50.2 PG-13 comedy 110.000 84
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Seabiscuit 81.3 PG-13 drama 120.171 141
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Secondhand Lions 57.9 PG drama 41.521 111
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Shanghai Knights 62.1 PG-13 action/adventure 60.477 114
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Sinbad: Legend of the Seven Seas 55.3 PG animated 26.309 86
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Something's Gotta Give 75.5 PG-13 rom comedy 121.418 128
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Spy Kids 3-D: Game Over 65.0 PG action/adventure 111.761 84
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Stuck on You 65.6 PG-13 comedy 33.762 118
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Tears of the Sun 53.1 R action/adventure 43.427 121
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Terminator 3:Rise of the Machines 71.3 R action/adventure 150.358 109
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The Core 53.1 PG-13 sci-fi 31.187 135
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The Fighting Temptations 63.3 PG-13 comedy 30.251 123
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The Haunted Mansion 45.3 PG comedy 74.320 99
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The Hulk 61.0 PG-13 action/adventure 132.176 138
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The Hunted 54.0 R action/adventure 34.316 94
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The In-Laws 44.8 PG-13 comedy 20.453 95
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The Italian Job 66.5 PG-13 action/adventure 106.129 111
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The Jungle Book 2 55.2 G animated 47.902 72
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The Last Samurai 67.8 R drama 110.069 154
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The League of Extraordinary Gentlemen 43.2 PG-13 action/adventure 66.465 110
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The Life of David Gale 46.9 R suspense 19.956 130
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The Lizze McGuire Movie 57.1 PG comedy 42.718 94
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The Lord of the Rings III 92.2 PG-13 fantasy 361.119 201
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The Matrix Reloaded 70.1 R action/adventure 281.519 138
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The Matrix Revolutions 49.7 R action/adventure 139.260 129
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The Medallion 46.2 PG-13 action/adventure 22.219 88
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The Missing 67.0 R western 26.900 137
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The Order 29.8 R suspense 7.661 102
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The Real Cancun 40.8 R documentary 3.779 96
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The Recruit 62.6 PG-13 suspense 52.802 115
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The Rundown 60.4 PG-13 action 47.611 104
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The School of Rock 86.4 PG-13 comedy 81.239 108
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The Texas Chainsaw Massacre 42.2 PG-13 horror 80.168 98
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Timeline 42.9 R action 19.481 116
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Tupac: Resurrection 69.5 R documentary 7.719 90
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Under the Tuscan Sun 63.1 PG-13 comedy 43.502 113
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Underworld 46.2 R action 51.484 121
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Uptown Girls 38.5 PG-13 comedy 37.182 92
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View from the Top 43.7 PG-13 comedy 15.597 87
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What a Girl Wants 53.3 PG comedy 36.017 105
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Willard 60.3 PG-13 horror 6.852 100
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Wrong Turn 32.6 R horror 15.419 84
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X2: X-Men United 72.5 PG-13 action 214.950 133

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