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theliberaltony · 7 years ago

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via Politics – FiveThirtyEight

Pretend I’m the owner of a polling company that surveys political races. I prominently advertise my results: According to a Walt Hickey Polling Inc. survey of 600 likely voters, John Doe is beating Jane Doe 58 percent to 40 percent — John Doe will likely win the election. (Let’s say it’s a race for the U.S. Senate.)

But then you keep reading and you notice that the sample on which my poll is based consists of 400 men and 200 women. You can’t really tell whether I’m adjusting the numbers, and if so, how. Would you trust that number? Unless there’s some state I don’t know about where men outnumber women 2-to-1, you shouldn’t.

So why aren’t we more skeptical of movie ratings that do the same thing?

It’s a worthwhile question, and lately it’s made it pretty hard for us to take the ratings provided on IMDb, the largest and most popular movie site on the internet, at face value. The Academy Awards rightly get criticized for reflecting the preferences of a small, unrepresentative sample of the population, but online ratings have the same problem. Even the vaunted IMDb Top 250 — nominally the best-liked films ever — is worth taking with 250 grains of salt. Women accounted for 52 percent of moviegoers in the U.S. and Canada in 2016, according to the most recent annual study by the Motion Picture Association of America. But on the internet, and on ratings sites, they’re a much smaller percentage.

“If you see any number that is a rating number or a number with a percentage sign, it may be compelling or meaningful and it may not be,” said Gary Langer, the president of Langer Research Associates, the polling firm that has long conducted surveys for ABC News. “And what we need to do rather than be seduced by the number is to subject it to meaningful inquiry as to how it was obtained.”

OK, but how skeptical should we be? To figure that out, I wanted to see how strong the male skew of raters is on IMDb and how big an effect that skew has on movies’ scores.

We’ll start with every film that’s eligible for IMDb’s Top 250 list. A film needs 25,000 ratings from regular IMDb voters to qualify for the list. As of Feb. 14, that was 4,377 titles. Of those movies, only 97 had more ratings from women than men. The other 4,280 films were mostly rated by men, and it wasn’t even close for all but a few films. In 3,942 cases (90 percent of all eligible films), the men outnumbered the women by at least 2-to-1. In 2,212 cases (51 percent), men outnumbered women more than 5-to-1. And in 513 cases (12 percent), the men outnumbered the women by at least 10-to-1.

Looking strictly at IMDb’s weighted average — IMDb adjusts the raw ratings it gets “in order to eliminate and reduce attempts at vote stuffing,” but it does not disclose how — the male skew of raters has a pretty significant effect. In 17 percent of cases, the weighted average of the male and female voters was equal, and in another 26 percent of cases, the votes of the men and women were within 0.1 points of one another. But when there was bigger disagreement — i.e. men and women rated a movie differently by 0.2 points or more, on average — the overall score overwhelmingly broke closer to the men’s rating than the women’s rating. The score was closer to the men’s rating more than 48 percent of the time and closer to the women’s rating less than 9 percent of the time, meaning that when there was disagreement, the male preference won out about 85 percent of the time.

That male skew of raters is also apparent in the 250 movies that make IMDb’s top list, which we pulled on Feb. 16:

So, what’s the issue here? If IMDb is content with its ratings being intended almost solely for men, then there isn’t one. (We reached out to IMDb for comment and for more information on how the site adjusts its ratings, but we received no response. So we don’t know, for example, if IMDb is already doing something to the data that accounts for the gender disparity in raters.) But if IMDb seeks to reflect the opinions of the actual movie-going population, the situation is grave.

Can we fix that? Langer is skeptical. Mainly, besides how simple it is for a dedicated individual or group to “manufacture” results, online data from a self-selected group of people is so inherently dubious that any reweighting of that data is also inherently dubious. You can’t just adjust troublesome data to make it reflect the world, he said.

“The notion that you can take bad data and weight it to be OK is … hazardous to your health,” Langer cautioned.

That said, since the scores of the most popular movie site on the internet are already being calculated based on an entirely self-selected sample, would it destroy the IMDb Top 250 to try to mimic actual movie audiences more? I don’t really think so. As a thought experiment, I used everything we know about IMDb’s rating adjustments — which is far from the full picture — and ran them on the ratings of the 4,377 eligible films after I adjusted the raw ratings to weight men’s and women’s views equally.

We can’t do an adjustment that allows us to perfectly replicate the top 250 — again, we don’t know what’s in the black box, so we can’t re-create it — but to approximate it, I excluded any film that didn’t either a) make the IMDb top 1,000 movies list or b) have a rating from the site’s top 1,000 users within 0.87 points1 of the rating from its users overall. This allows us to sidestep films that would have made the top 250 through vote-stuffing.

My main point is that overall, the naive reweighting didn’t destroy the general look of the 250, and if anything, it elevated films that may have been overlooked because one gender is vastly outnumbered.2

What if IMDb adjusted ratings toward gender parity?

Estimated highest-ranking films on IMDb if the men’s and women’s ratings were weighted toward 50-50 vs. IMDb’s actual rank as of Feb. 16, 2018

Rankings Year▲▼ Film▲▼ Actual▲▼ Women only▲▼ Men only▲▼ Gender- weighted▲▼ 1994 The Shawshank Redemption 1 1 1 1 1972 The Godfather 2 10 2 2 2008 The Dark Knight 4 3 3 3 2003 The Lord of the Rings: The Return of the King 8 2 4 4 1993 Schindler’s List 6 6 11 5 1999 Fight Club 10 5 8 6 2001 The Lord of the Rings: The Fellowship of the Ring 11 7 10 7 1957 12 Angry Men 5 27 7 8 1974 The Godfather: Part II 3 22 5 9 2010 Inception 14 8 6 10 1994 Forrest Gump 12 9 13 11 2002 The Lord of the Rings: The Two Towers 15 11 14 12 1994 The Lion King 47 4 29 13 1994 Pulp Fiction 7 15 9 14 2014 Interstellar 30 25 15 15 1999 The Green Mile 32 12 28 16 1975 One Flew Over the Cuckoo’s Nest 16 24 19 17 1966 The Good, the Bad and the Ugly 9 115 12 18 2006 The Prestige 48 26 16 19 1998 American History X 31 17 27 20 2012 The Dark Knight Rises 65 23 22 21 1997 Life Is Beautiful 25 16 41 22 1980 Star Wars: Episode V – The Empire Strikes Back 13 41 17 23 1994 Leon: The Professional 27 21 37 24 2002 City of God 21 64 20 25 1995 Se7en 22 28 23 26 2001 Spirited Away 28 13 56 27 1991 The Silence of the Lambs 23 20 33 28 2006 The Departed 40 35 26 29 1990 Goodfellas 17 71 18 30 2011 The Intouchables 37 19 52 31 2014 Whiplash 45 54 30 32 2000 Gladiator 46 44 24 33 2012 Django Unchained 60 29 31 34 2002 The Pianist 39 31 53 35 1946 It’s a Wonderful Life 24 56 51 36 1960 Psycho 34 55 40 37 1977 Star Wars: Episode IV – A New Hope 20 48 32 38 2009 Inglourious Basterds 97 32 43 39 1998 Saving Private Ryan 29 70 25 40 1995 The Usual Suspects 26 58 36 41 1999 The Matrix 18 62 21 42 2000 Memento 49 57 34 43 1942 Casablanca 36 73 42 44 1999 American Beauty 63 51 35 45 1985 Back to the Future 44 49 46 46 2001 A Beautiful Mind 144 34 68 47 1954 Rear Window 43 80 60 48 2000 Requiem for a Dream 80 50 49 49 2011 Harry Potter and the Deathly Hallows: Part 2 218 14 126 50 2006 The Lives of Others 58 86 78 51 2010 Shutter Island 177 39 59 52 2008 WALL-E 62 42 62 53 2004 Eternal Sunshine of the Spotless Mind 87 38 66 54 1980 The Shining 61 61 47 55 1997 Good Will Hunting 102 60 48 56 1971 A Clockwork Orange 84 79 50 57 2001 Amelie 82 30 90 58 1954 Seven Samurai 19 336 39 59 1983 Star Wars: Episode VI – Return of the Jedi 76 87 63 60 1992 Reservoir Dogs 77 94 64 61 2017 Coco 51 209 166 62 1988 Cinema Paradiso 54 165 97 63 1979 Apocalypse Now 50 219 38 64 1940 The Great Dictator 53 262 101 65 1950 Sunset Boulevard 55 190 108 66 1931 City Lights 35 294 92 67 1997 Princess Mononoke 64 118 100 68 2015 Room 143 82 139 69 2003 Pirates of the Caribbean: The Curse of the Black Pearl > 250 36 113 70 2004 Howl’s Moving Castle 137 43 216 71 1962 To Kill a Mockingbird 89 102 135 72 2009 Up 115 37 117 73 2014 Gone Girl 179 81 70 74 2010 Toy Story 3 98 66 82 75 1936 Modern Times 38 248 96 76 1988 Grave of the Fireflies 57 159 133 77 2006 Pan’s Labyrinth 130 74 91 78 2016 Hacksaw Ridge 175 161 124 79 1968 2001: A Space Odyssey 91 195 54 80 2007 Into the Wild 181 84 95 81 1958 Vertigo 72 154 87 82 2015 Inside Out 140 78 107 83 2005 Batman Begins 116 106 58 84 1975 Monty Python and the Holy Grail 103 123 104 85 2009 3 Idiots 93 203 93 86 2003 Oldeuboi 67 171 73 87 1964 Dr. Strangelove or: How I Learned to Stop Worrying and Love the Bomb 56 236 57 88 1991 Terminator 2 42 178 44 89 1959 North by Northwest 74 205 99 90 1968 Once Upon a Time in the West 33 447 55 91 1981 Raiders of the Lost Ark 41 131 65 92 1995 Toy Story 94 85 80 93 1952 Singin’ in the Rain 90 110 170 94 2016 La La Land 207 122 86 95 1979 Alien 52 151 67 96 1941 Citizen Kane 71 188 74 97 2002 Catch Me if You Can 219 97 81 98 1983 Scarface 105 181 69 99 1976 Taxi Driver 88 164 71 100 2014 The Grand Budapest Hotel 194 65 128 101 1987 Full Metal Jacket 92 177 83 102 2010 How to Train Your Dragon 176 47 165 103 1984 Amadeus 83 128 121 104 2007 There Will Be Blood 165 212 72 105 2012 The Avengers > 250 52 144 106 1984 Once Upon a Time in America 69 337 88 107 2013 The Wolf of Wall Street 150 158 45 108 2005 V for Vendetta 151 76 112 109 1939 Gone With the Wind 157 46 279 110 2003 Kill Bill: Vol. 1 174 89 114 111 1995 Braveheart 75 141 61 112 2003 Finding Nemo 166 53 151 113 1999 The Sixth Sense 160 75 116 114 2011 The Help 241 33 245 115 2015 Star Wars: The Force Awakens > 250 92 154 116 2015 Mad Max: Fury Road 204 135 79 117 2000 Snatch 100 144 76 118 2016 Dangal 73 649 195 119 2016 Zootopia > 250 95 187 120 2001 Donnie Darko 226 91 122 121 2008 Gran Torino 158 121 120 122 1989 Indiana Jones and the Last Crusade 112 156 84 123 2012 Jagten 101 183 141 124 1988 My Neighbor Totoro 132 112 183 125 1996 Trainspotting 156 107 127 126 2013 12 Years a Slave 201 100 131 127 1959 Some Like It Hot 118 124 186 128 1973 The Sting 95 284 143 129 2013 Prisoners 215 148 98 130 2017 Logan 202 193 103 131 2016 Your Name 79 399 190 132 2007 Taare Zameen Par 81 448 138 133 2011 A Separation 109 242 125 134 1997 Titanic > 250 45 188 135 2011 Warrior 154 213 134 136 2017 Dunkirk 236 192 145 137 2015 Spotlight 205 155 152 138 1986 Stand by Me 192 125 184 139 2014 X-Men: Days of Future Past > 250 113 159 140 2004 Kill Bill: Vol. 2 > 250 116 157 141 2014 The Imitation Game > 250 69 209 142 2010 The King’s Speech > 250 59 206 143 1986 Aliens 68 217 85 144 2004 Downfall 121 288 115 145 1998 Lock, Stock and Two Smoking Barrels 142 199 130 146 1997 L.A. Confidential 106 225 94 147 2016 Arrival > 250 169 137 148 1957 Paths of Glory 59 704 109 149 2017 Blade Runner 2049 147 368 102 150 1991 Beauty and the Beast 247 40 379 151 2014 Guardians of the Galaxy > 250 111 147 152 1962 Lawrence of Arabia 85 396 105 153 1993 Jurassic Park 198 150 118 154 1927 Metropolis 108 331 182 155 2016 Deadpool > 250 126 155 156 2012 The Hobbit: An Unexpected Journey > 250 90 192 157 2001 Monsters, Inc. 224 77 196 158 1988 Die Hard 122 220 77 159 1989 Dead Poets Society 238 103 239 160 2010 Black Swan > 250 98 161 161 2015 The Martian > 250 134 160 162 1957 Witness for the Prosecution 66 476 229 163 2004 Hotel Rwanda 190 176 181 164 2009 Star Trek > 250 117 199 165 2013 The Hobbit: The Desolation of Smaug > 250 109 205 166 2009 Hachi: A Dog’s Tale 212 127 288 167 2017 Three Billboards Outside Ebbing, Missouri 111 351 204 168 1981 Das Boot 70 603 111 169 1995 Heat 123 332 89 170 1978 The Deer Hunter 159 346 153 171 1980 The Elephant Man 148 261 177 172 1931 M 78 465 167 173 1950 All About Eve 114 227 302 174 1921 The Kid 99 459 249 175 1944 Double Indemnity 86 433 169 176 2013 Her > 250 194 106 177 2009 Mary and Max 178 175 274 178 2017 Thor: Ragnarok > 250 200 260 179 2013 Dallas Buyers Club > 250 146 175 180 1960 The Apartment 107 322 189 181 2008 In Bruges > 250 239 140 182 1998 The Truman Show 206 132 149 183 2010 Incendies 131 300 253 184 1939 The Wizard of Oz 232 119 241 185 2008 Slumdog Millionaire > 250 99 191 186 2007 No Country for Old Men 162 244 75 187 1999 The Boondock Saints > 250 254 250 188 2009 The Secret in Their Eyes 135 265 198 189 2016 Lion > 250 170 332 190 2017 Baahubali 2: The Conclusion > 250 1170 343 191 2015 The Revenant > 250 214 129 192 2004 Million Dollar Baby 203 163 162 193 2005 Babam ve Oglum 117 526 291 194 1963 The Great Escape 126 479 174 195 1948 Bicycle Thieves 96 458 202 196 2004 Harry Potter and the Prisoner of Azkaban > 250 72 339 197 2006 Blood Diamond > 250 172 212 198 1993 The Nightmare Before Christmas > 250 105 318 199 1974 Chinatown 129 360 158 200 2012 The Perks of Being a Wallflower > 250 108 232 201 1990 Edward Scissorhands > 250 67 357 202 1949 The Third Man 127 484 224 203 2003 Big Fish > 250 133 226 204 2013 Rush 193 252 172 205 1954 Dial M for Murder 155 352 233 206 1995 Before Sunrise 211 179 228 207 1940 Rebecca 173 250 350 208 1992 Unforgiven 120 543 110 209 1979 Life of Brian 183 266 179 210 1998 The Big Lebowski 167 256 123 211 1992 Aladdin > 250 120 308 212 2000 Amores Perros 209 260 225 213 2007 The Bourne Ultimatum 234 235 156 214 2007 Ratatouille > 250 138 211 215 1996 Fargo 161 230 164 216 1995 Twelve Monkeys 245 238 163 217 1965 For a Few Dollars More 104 792 142 218 1980 Raging Bull 124 599 119 219 2005 Serenity > 250 208 295 220 1967 Cool Hand Luke 172 539 215 221 1969 Butch Cassidy and the Sundance Kid 210 421 231 222 1957 The Bridge on the River Kwai 138 581 180 223 1988 Rain Man > 250 182 217 224 1965 The Sound of Music > 250 101 516 225 1957 The Seventh Seal 141 462 223 226 1993 In the Name of the Father 188 408 268 227 2014 Wild Tales 185 323 282 228 1939 Mr. Smith Goes to Washington 145 466 297 229 2006 The Pursuit of Happyness > 250 185 220 230 1995 Casino 146 419 136 231 1987 The Princess Bride 214 136 298 232 1950 Rashomon 110 626 185 233 2008 Iron Man > 250 140 244 234 1975 Dog Day Afternoon > 250 417 252 235 2014 PK > 250 646 246 236 2005 Sin City > 250 231 148 237 1954 On the Waterfront 139 546 237 238 1982 Gandhi 227 370 221 239 2017 Call Me by Your Name 186 347 528 240 2011 X: First Class > 250 157 248 241 1948 The Treasure of the Sierra Madre 119 786 230 242 2014 Kingsman: The Secret Service > 250 174 259 243 2012 Life of Pi > 250 152 257 244 2016 Captain America: Civil War > 250 215 265 245 2005 Harry Potter and the Goblet of Fire > 250 96 431 246 2004 The Notebook > 250 63 452 247 1976 Rocky 220 442 132 248 2013 About Time > 250 189 269 249 1977 Annie Hall 233 289 218 250 2003 Mystic River > 250 245 219 251 2011 The Girl With the Dragon Tattoo > 250 216 222 252 1992 Scent of a Woman > 250 276 255 253 2007 Atonement > 250 139 366 254 2011 The Artist > 250 197 325 255 2014 Big Hero 6 > 250 129 462 256 1986 Platoon 187 490 176 257 1984 Nausicaa of the Valley of the Wind 213 378 301 258 1973 The Exorcist > 250 309 178 259 1925 The Gold Rush 136 684 306 260 1953 Roman Holiday > 250 206 426 261 1982 The Thing 163 528 146 262 1984 The Terminator 229 318 150 263 1985 The Breakfast Club > 250 137 391 264 2007 Persepolis > 250 291 477 265 2004 Before Sunset > 250 263 240 266 1959 Ben-Hur 195 481 227 267 1961 Judgment at Nuremberg 134 752 375 268 2013 The Hunger Games: Catching Fire > 250 83 525 269 2004 The Incredibles > 250 222 208 270 2000 Remember the Titans > 250 312 346 271 2001 Shrek > 250 143 323 272 1934 It Happened One Night 184 366 424 273 2001 Harry Potter and the Sorcerer’s Stone > 250 88 530 274 2006 Casino Royale > 250 282 200 275 2014 Edge of Tomorrow > 250 293 203 276 2014 How to Train Your Dragon 2 > 250 186 395 277 1941 The Maltese Falcon 216 541 271 278 2014 Birdman or (The Unexpected Virtue of Ignorance) > 250 299 168 279 1974 Young Frankenstein > 250 443 334 280 1957 Wild Strawberries 152 609 329 281 2001 Ocean’s Eleven > 250 221 262 282 2004 Shaun of the Dead > 250 233 261 283 1967 The Graduate > 250 285 254 284 2006 The Fall > 250 223 594 285 1995 La Haine 231 561 276 286 2006 Little Miss Sunshine > 250 149 349 287 2003 Dogville > 250 328 365 288 2015 The Hateful Eight > 250 411 171 289 2005 Pride & Prejudice > 250 68 754 290 2014 Nightcrawler > 250 380 173 291 1990 Dances With Wolves > 250 375 264 292 1986 Castle in the Sky 250 379 310 293 2010 Tangled > 250 93 599 294 1999 The Iron Giant > 250 418 312 295 2000 In the Mood for Love 240 358 423 296 2016 Hidden Figures > 250 180 651 297 2008 Yip Man > 250 744 214 298 1951 Strangers on a Train > 250 478 371 299 1948 Rope > 250 503 369 300 2009 Moon > 250 350 284 301 2016 Manchester by the Sea > 250 427 243 302 1951 A Streetcar Named Desire > 250 348 448 303 1986 Ferris Bueller’s Day Off > 250 255 303 304 2001 Mulholland Drive > 250 349 242 305 2014 Captain America: The Winter Soldier > 250 204 316 306 2009 District 9 > 250 324 193 307 1982 Blade Runner 149 341 197 308 1999 Magnolia > 250 444 194 309 1985 Brazil > 250 554 287 310 2002 The Bourne Identity > 250 298 256 311 2002 Hero > 250 492 355 312 2005 Cinderella Man > 250 495 286 313 2000 Crouching Tiger, Hidden Dragon > 250 354 313 314 1999 Toy Story 2 > 250 249 266 315 2013 Star Trek: Into Darkness > 250 191 417 316 1968 Rosemary’s Baby > 250 343 304 317 1946 Notorious > 250 500 450 318 1976 Network 191 720 273 319 2016 Rogue One > 250 283 337 320 1997 Children of Heaven 128 678 519 321 2007 Hot Fuzz > 250 259 331 322 1983 A Christmas Story > 250 415 377 323 2004 Crash > 250 226 336 324 2010 Harry Potter and the Deathly Hallows: Part 1 > 250 104 696 325 1995 Dilwale Dulhania Le Jayenge > 250 902 437 326 2013 Captain Phillips > 250 270 340 327 2005 Walk the Line > 250 224 418 328 2017 Guardians of the Galaxy Vol. 2 > 250 241 446 329 2007 Elite Squad > 250 974 307 330 1982 E.T. the Extra-Terrestrial > 250 246 370 331 2000 Dancer in the Dark > 250 400 447 332 1966 Persona 196 548 400 333 2009 The Girl With the Dragon Tattoo > 250 269 412 334 2008 Let the Right One In > 250 384 270 335 2014 Boyhood > 250 335 238 336 2012 Barfi! > 250 877 440 337 2009 Mr. Nobody > 250 253 434 338 1993 True Romance > 250 557 280 339 2010 My Name Is Khan > 250 535 517 340 2009 The Hangover > 250 258 247 341 1926 The General 153 891 381 342 2012 Moonrise Kingdom > 250 232 386 343 2012 Les Miserables > 250 168 499 344 1979 Stalker 197 767 347 345 2017 Baby Driver > 250 389 305 346 2012 Silver Linings Playbook > 250 237 251 347 2016 Contratiempo > 250 589 561 348 2004 The Sea Inside > 250 428 507 349 2006 Apocalypto > 250 364 373 350 1959 The 400 Blows 200 637 374 351 2017 Get Out > 250 344 314 352 1988 Akira > 250 882 267 353 1964 Fistful of Dollars > 250 950 278 354 2009 The Blind Side > 250 198 488 355 2008 Taken > 250 257 315 356 2008 The Curious Case of Benjamin Button > 250 211 320 357 2007 The Diving Bell and the Butterfly > 250 432 397 358 2011 Drive > 250 361 207 359 2003 Spring, Summer, Fall, Winter… and Spring > 250 572 416 360 1987 The Untouchables > 250 604 300 361 1944 Arsenic and Old Lace > 250 464 617 362 1996 Sling Blade > 250 715 464 363 2008 The Boy in the Striped Pajamas > 250 207 601 364 2002 Talk to Her > 250 394 430 365 1979 Manhattan > 250 508 359 366 2013 Short Term 12 > 250 474 529 367 2015 Straight Outta Compton > 250 513 459 368 2010 Despicable Me > 250 145 543 369 2000 Almost Famous > 250 320 322 370 1982 Pink Floyd: The Wall > 250 656 510 371 2006 Children of Men > 250 355 263 372 2014 Ex Machina > 250 362 272 373 1997 Boogie Nights > 250 660 213 374 2013 Queen > 250 1005 484 375 1973 Papillon > 250 831 354 376 2010 Elite Squad: The Enemy Within > 250 1116 352 377 2014 The Theory of Everything > 250 173 591 378 1940 The Philadelphia Story > 250 393 766 379 1940 The Grapes of Wrath 221 728 403 380 1971 Harold and Maude > 250 436 685 381 2016 Captain Fantastic > 250 363 505 382 1993 What’s Eating Gilbert Grape > 250 202 574 383 2003 Memories of Murder 199 916 330 384 2009 Avatar > 250 228 296 385 2002 Infernal Affairs 243 875 292 386 1994 Three Colors: Red > 250 644 415 387 1976 All the President’s Men > 250 755 420 388 2016 The Handmaiden 246 595 549 389 1955 The Night of the Hunter > 250 737 471 390 1995 Underground > 250 751 541 391 1990 The Godfather: Part III > 250 440 358 392 1984 Paris, Texas 244 736 455 393 2010 The Fighter > 250 452 283 394 1966 Who’s Afraid of Virginia Woolf? > 250 537 565 395 2014 The Fault in Our Stars > 250 187 513 396 2005 Brokeback Mountain > 250 162 611 397 2007 Chak de! India > 250 1278 317 398 2006 Lucky Number Slevin > 250 416 363 399 1991 JFK > 250 847 324 400 1998 The Legend of 1900 242 608 607 401 2017 The Greatest Showman > 250 272 972 402 2000 O Brother, Where Art Thou? > 250 401 387 403 2010 The Social Network > 250 414 201 404 1997 Gattaca > 250 356 390 405 2012 Argo > 250 243 409 406 1993 Groundhog Day 230 457 210 407 1962 The Manchurian Candidate > 250 849 506 408 1984 This Is Spinal Tap > 250 762 348 409 2013 Frozen > 250 130 692 410 1990 Misery > 250 402 466 411 2007 The Man From Earth > 250 764 290 412 1968 Planet of the Apes > 250 789 294 413 2000 Cast Away > 250 314 328 414 1998 Black Cat, White Cat > 250 676 605 415 1971 Willy Wonka & the Chocolate Factory > 250 333 496 416 1985 Ran 133 1207 234 417 2008 Changeling > 250 296 405 418 2006 Rang De Basanti 180 1218 236 419 1989 Glory > 250 768 427 420 1989 Back to the Future Part II > 250 374 338 421 2004 The Bourne Supremacy > 250 413 333 422 2006 Letters From Iwo Jima > 250 791 364 423 1952 High Noon > 250 890 407 424 1997 The Fifth Element > 250 247 546 425 2017 Wonder Woman > 250 196 706 426 1995 Ghost in the Shell > 250 917 361 427 1961 Yojimbo 113 1281 235 428 2015 Bahubali: The Beginning > 250 1491 393 429 2007 Zodiac > 250 435 275 430 1990 Awakenings > 250 467 559 431 1993 Three Colors: Blue > 250 552 603 432 1950 Harvey > 250 645 680 433 2014 Fury > 250 449 341 434 1993 Philadelphia > 250 277 644 435 1998 The Celebration > 250 785 404 436 1946 The Big Sleep > 250 750 489 437 1987 Wings of Desire > 250 622 638 438 2016 Hunt for the Wilderpeople > 250 605 701 439 1994 Chungking Express > 250 712 600 440 2012 Kahaani > 250 1212 478 441 1958 Touch of Evil 228 1008 356 442 2004 Finding Neverland > 250 240 570 443 2004 The Machinist > 250 330 438 444 1987 Empire of the Sun > 250 530 668 445 2012 Wreck-It Ralph > 250 281 458 446 1968 Night of the Living Dead > 250 837 385 447 1993 Carlito’s Way > 250 876 326 448 1996 The Bandit 171 1181 362 449 1997 The Game > 250 441 367 450 1946 The Best Years of Our Lives 239 772 604 451 2004 Man on Fire > 250 406 444 452 2014 The Lego Movie > 250 397 380 453 1964 Mary Poppins > 250 234 806 454 1959 Anatomy of a Murder > 250 864 515 455 1999 Being John Malkovich > 250 392 383 456 2015 The Big Short > 250 515 299 457 2008 The Wrestler > 250 621 289 458 1954 La Strada > 250 748 623 459 1999 All About My Mother > 250 405 712 460 2007 3:10 to Yuma > 250 511 456 461 1975 Barry Lyndon 225 991 281 462 2009 Fantastic Mr. Fox > 250 423 445 463 1922 Nosferatu > 250 716 468 464 2017 Wonder > 250 577 862 465 2006 The Last King of Scotland > 250 455 535 466 1980 The Blues Brothers > 250 687 372 467 2012 Skyfall > 250 295 401 468 1997 As Good as It Gets > 250 367 396 469 1955 Diabolique 223 910 534 470 2016 Kubo and the Two Strings > 250 600 616 471 1972 Solaris > 250 996 429 472 2013 Before Midnight > 250 453 449 473 1989 Kiki’s Delivery Service > 250 357 674 474 1994 Ed Wood > 250 545 384 475 1960 La Dolce Vita > 250 793 512 476 1993 The Fugitive > 250 569 392 477 1967 Bonnie and Clyde > 250 648 501 478 1996 Primal Fear > 250 426 578 479 2002 Harry Potter and the Chamber of Secrets > 250 142 831 480 1999 The Insider > 250 863 378 481 2004 3-Iron > 250 651 719 482 1965 Doctor Zhivago > 250 714 577 483 1927 Sunrise 164 995 633 484 2009 Zombieland > 250 329 414 485 2001 Lagaan: Once Upon a Time in India 249 1190 293 486 1993 Tombstone > 250 794 526 487 2008 Departures > 250 731 613 488 2009 (500) Days of Summer > 250 310 345 489 1969 Midnight Cowboy > 250 818 502 490 1961 Breakfast at Tiffany’s > 250 210 802 491 2007 Harry Potter and the Order of the Phoenix > 250 147 837 492 2004 The Butterfly Effect > 250 303 428 493 2003 21 Grams > 250 410 500 494 2016 Doctor Strange > 250 287 556 495 2009 Harry Potter and the Half-Blood Prince > 250 160 846 496 1953 Stalag 17 > 250 1059 642 497 1962 What Ever Happened to Baby Jane? > 250 585 793 498 2007 Once > 250 463 487 499 2013 Mandariinid > 250 666 865 500

IMDb makes adjustments to its raw ratings but does not disclose its methodology. Therefore, these rankings — which start with the raw ratings — may not match a gender-weighted version of a list made by IMDb itself because we can’t re-create the site’s adjustments.

Source: IMDb

The top 100 largely includes films from the original list of 250, and the additions to the list — there are a lot of best picture winners among the newbies — appear mainly in the back half of the 250.

Attempting to reflect a target population is a common practice in many fields that use surveys. It’s not clear to me why movie rating sites don’t do it — or, at the least, why they don’t indicate that their scores are almost all based mostly on the opinions of male users.

#IFTTT #Politics – FiveThirtyEight #politics #538 #Walt Hickey

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dweemeister · 7 years ago

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2017 Movie Odyssey

So ends the 2017 Movie Odyssey. Last year, I wrote that I did not foresee ever surpassing the 200+ movie mark for a long, long time. But look what happened here (outside of May because that was a hectic time in the Master’s program for sure). The 2017 Movie Odyssey consisted of 232 films - 180 feature-length films and fifty-two shorts. A century of filmmaking was covered this year, from 1917 to 2017. If I do have one regret this year... it’s that African films were not featured this year (due to availability issues and me not having enough money; I tend to watch things legally if possible). I hope to assuage that next year for a more representative Movie Odyssey.

For all of you out there who supported the Movie Odyssey in your own ways – whether reading, liking, commenting, or reblogging a write-up or sitting down with me to a new movie or talking to me about any movie... my thanks to all of you. None of this possible without you, and I hope you find that, through this blog, classic movies seem more approachable and welcoming and you are inspired to see some and learn about them yourself. A Happy New Year to all, and I’ll see you for the 2018 leg of the Movie Odyssey very soon (oh boy the Winter Olympics and World Cup are gonna chip away at the final count next year)!

As many know, all ratings are based on my imdb rating and half-points are always rounded down. My interpretation of that ratings system can be found here. A 6/10 is considered the borderline between “passing” and “failing”. Feature-length narrative films, short films, and documentaries are rated within their respective spectrums.

JANUARY

1. Marnie (1964) – 6/10 2. The Moon Is Down (1943) – 7/10 3. Sense and Sensibility (1995) – 8.5/10 4. The Big House (1930) – 7.5/10 5. Manchester by the Sea (2016) – 7/10 6. The Far Country (1954) – 7/10 7. Kung Fu Hustle (2004, Hong Kong/China) – 7/10 8. Road to Singapore (1940) – 6/10 9. A Clever Dummy (1917 short) – 5/10 10. Hidden Figures (2016) – 7.5/10 11. Teddy at the Throttle (1917 short) – 7.5/10 12. The Last of the Mohicans (1920) – 7/10 13. Sweet Smell of Success (1957) – 10/10 14. The Red Turtle (2016, France/Belgium/Japan) – 9/10 15. Life, Animated (2016) – 7.5/10 16. In the Mood for Love (2000, Hong Kong) – 10/10

FEBRUARY

17. Lion (2016) – 7/10 18. It’s Always Fair Weather (1955) – 7.5/10 19. Fences (2016) – 8.5/10 20. Shenandoah (1965) – 7/10 21. Caged (1950) – 8/10 22. Pearl (2016 short) – 7.5/10 23. Blind Vaysha (2016 short) – 8/10 24. Asteria (2016 short) – 6/10 25. The Head Vanishes (2016 short) – 6/10 26. Once Upon a Line (2016 short) – 7/10 27. Pear Cider and Cigarettes (2016 short) – 8/10 28. Sing (2016 short, Hungary) – 7.5/10 29. Silent Nights (2016 short, Denmark) – 6/10 30. Timecode (2016 short, Spain) – 7/10 31. Ennemis intérieurs (2016 short, France) – 8.5/10 32. La femme et le TGV (2016 short, Switzerland) – 8/10 33. Joe’s Violin (2016 short) – 7/10 34. Extremis (2016 short) – 8/10 35. 4.1 Miles (2016 short, Greece) – 9/10 36. Nashville (1975) – 7.5/10 37. The Romance of Transportation in Canada (1952 short) – 7/10

MARCH

38. My Life as a Zucchini (2016, Switzerland) – 8/10 39. Lili (1953) – 7/10 40. The Man from U.N.C.L.E. (2015) – 6/10 41. Captain Blood (1935) – 9.5/10 42. Logan (2017) – 7/10 43. Friendly Persuasion (1956) – 9/10 44. Ducks and Drakes (1921) – 7/10 45. What Dreams May Come (1998) – 6/10 46. Bright Road (1953) – 6/10 47. Snow Gets in Your Eyes (1938 short) – 5/10 48. Jungle Cat (1959) – 6.5/10 49. The Salesman (2016, Iran) – 8.5/10 50. Good Scouts (1938 short) – 7.5/10 51. All in a Nutshell (1949 short) – 8/10 52. The Hound That Thought He Was a Raccoon (1960) – 7/10 53. Winter Storage (1949 short) – 7/10 54. Out of Scale (1951 short) – 8/10 55. The Incredible Journey (1963) – 7/10 56. Follow Me, Boys! (1966) – 7/10 57. Charlie, the Lonesome Cougar (1967) – 5.5/10 58. Belladonna of Sadness (1973, Japan) – 6/10 59. Ponyo (2008, Japan) – 7/10 60. My Cousin Rachel (1952) – 7.5/10 61. Road to Perdition (2002) – 9/10

APRIL

62. The X from Outer Space (1967, Japan) – 3/10 63. The Blue Gardenia (1953) – 6.5/10 64. Get Out (2017) – 7.5/10 65. Fantastic Planet (1973, France/Czechoslovakia) – 8/10 66. 5 Centimeters Per Second (2007, Japan) – 6/10 67. Your Name (2016, Japan) – 7.5/10 68. The Outlaw and His Wife (1918, Sweden) – 7/10 69. Mail Early (1941 short) – experimental film, score withheld 70. Boogie-Doodle (1948 short) – experimental film, score withheld 71. A Chairy Tale (1957 short) – 9/10 72. Very Nice, Very Nice (1961 short) – experimental film, score withheld 73. Fine Feathers (1968) – 7/10 74. What on Earth! (1967 short) – 8/10 75. Walking (1968 short) – 7/10 76. Notes on a Triangle (1966 short) – experimental film, score withheld 77. The Three Faces of Eve (1957) – 7.5/10 78. Peeping Tom (1960) – 7.5/10 79. Porco Rosso (1992, Japan) – 8/10 80. MacArthur (1977) – 6/10

MAY

81. Dr. Goldfoot and the Bikini Machine (1965) – 4/10 82. Scarlet Street (1945) – 8.5/10 83. Tremors (1990) – 7/10 84. The Crucified Lovers (1954, Japan) – 7.5/10 85. Akeelah and the Bee (2006) – 8/10

JUNE

86. Wonder Woman (2017) – 7/10 87. Pollyanna (1960) – 7.5/10 88. Mickey’s Polo Team (1936 short) – 8/10 89. Tales of Manhattan (1942) – 7/10 90. The Horse with the Flying Tale (1960) – 7/10 91. Sound of the Mountain (1954, Japan) – 9/10 92. Return of the Fly (1959) – 4/10 93. Friday the 13th (1980) – 4/10 94. The Tattooed Police Horse (1964) – 6/10 95. Dr. Jack (1922) – 7/10 96. Pat Garrett and Billy the Kid (1973) – 7/10 97. Friday the 13th Part 2 (1981) – 5/10 98. The Great Man (1956) – 8/10 99. Sparrows (1926) – 7.5/10 100. Seven Days to Noon (1950) – 9/10 101. My Neighbor Totoro (1988, Japan) – 8.5/10 102. The Pocket Man (2016 short, France) – 7/10 103. Snack Attack (2012 short) – 7/10 104. You Were Never Lovelier (1942) – 7/10 105. San Francisco (1936) – 7.5/10 106. Eraserhead (1977) – 6.5/10

JULY

107. The Beguiled (2017) – 7/10 108. Summer Magic (1963) – 6/10 109. The Southerner (1945) – 9/10 110. The Statue of Liberty (1985) – 6/10 111. They Live by Night (1948) – 8/10 112. A Little Romance (1979) – 6/10 113. Conflagration (1958, Japan) – 6.5/10 114. The Naughty Twenties (1951 short) – 5/10 115. The Fastest Gun Alive (1956) – 7/10 116. For Your Eyes Only (1981) – 6/10 117. A Man There Was (1917, Sweden) – 9.5/10 118. His Royal Slyness (1920 short) – 6/10 119. Now or Never (1921 short) – 6.5/10 120. Among Those Present (1921 short) – 6/10 121. Dawn of the Planet of the Apes (2014) – 7.5/10 122. Independence Day (1996) – 5/10 123. Yoyo (1965, France) – 8/10 124. The Man Who Knew Too Much (1934) - 6.5/10 125. War for the Planet of the Apes (2017) – 7.5/10 126. The Lady Vanishes (1938) – 10/10 127. Funny Face (1957) – 9/10 128. A Brighter Summer Day (1991, Taiwan) – 9.5/10 129. A Sailor-Made Man (1921) – 6/10 130. Much Ado About Nothing (1993) – 8/10 131. Dunkirk (2017) – 8.5/10 132. Lost Horizon (1937) – 8/10 133. The Man from Snowy River (1982) – 7.5/10 134. A Touch of Zen (1971, Taiwan) – 10/10

AUGUST

135. A Double Life (1947) – 6/10 136. Tokyo Chorus (1931, Japan) – 7/10 137. In a Heartbeat (2017 short) – 7.5/10 138. Valerian and the City of a Thousand Planets (2017) – 4.5/10 139. Twelve O’Clock High (1949) – 9/10 140. The Big Clock (1948) – 7/10 141. Pink Floyd – The Wall (1982) – 8/10 142. Record of a Tenement Gentleman (1947, Japan) – 9/10 143. Octopussy (1983) – 6/10 144. West of Zanzibar (1928) – 6/10 145. Take Me Out to the Ball Game (1949) – 7/10 146. Detroit (2017) – 5.5/10 147. That Funny Feeling (1965) – 6/10 148. Kid Galahad (1962) – 6/10 149. Tokyo Twilight (1957, Japan) – 10/10 150. In This Corner of the World (2016, Japan) – 7/10 151. The Bedford Incident (1965) – 7.5/10 152. Johnny Express (2014 short) – 6/10 153. Carpark (2013 short) – 6/10 154. Castle in the Sky (1986, Japan) – 8/10 155. The Goonies (1985) – 7.5/10 156. State of the Union (1948) – 6/10

SEPTEMBER

157. Beyond the Poseidon Adventure (1979) – 3/10 158. Muscle Beach Party (1964) – 4/10 159. The Nutty Professor (1963) – 7/10 160. Camille (1921) – 6.5/10 161. Aguirre, the Wrath of God (1972, West Germany) – 8/10 162. Independence Day: Resurgence (2016) – 2/10 163. It (2017) – 7/10 164. Ocean Waves (1993, Japan) – 6/10 165. Monterey Pop (1968) – 8/10 166. Don’t Look Back (1967) – 9/10 167. Tyrus (2015) – 8.5/10

OCTOBER

168. A Star Is Born (1937) – 8/10 169. Swiss Family Robinson (1960) – 6/10 170. Revenge of the Nerds (1984) – 5/10 171. Horton Hears a Who! (2008) – 6/10 172. Freaky Friday (1976) – 6/10 173. The Great Muppet Caper (1981) – 7.5/10 174. Mr. & Mrs. ’55 (1955, India) – 8/10 175. Island of Lost Souls (1932) – 9.5/10 176. The Little Broadcast (1943 short) – 6.5/10 177. Hoola Boola (1941 short) – 6/10 178. The Sleeping Beauty (1935 short) – 7/10 179. Tulips Shall Grow (1942 short) – 8.5/10 180. Charulata (1964, India) – 8/10 181. Together in the Weather (1946 short) – 6/10 182. John Henry and the Inky-Poo (1946 short) – 7.5/10 183. Philips Cavalcade (1934 short) – 7/10 184. Jasper in a Jam (1946 short) – 8/10 185. Tubby the Tuba (1947 short) – 9/10 186. The Puppetoon Movie (1987) – 7/10 187. Brides of Dracula (1960) – 7/10 188. Blackbeard’s Ghost (1968) – 7/10 189. Candleshoe (1977) – 6/10 190. Jigoku (1960, Japan) – 5.5/10 191. Blacula (1972) – 6/10 192. Willard (1971) – 4/10 193. Ben (1972) – 4.5/10

NOVEMBER

194. The Coward (1965, India) – 7/10 195. The Happening (2008) – 2/10 196. Tom Thumb (1958) – 6.5/10 197. Strike (1925, Soviet Union) – 7.5/10 198. Loving Vincent (2017) – 7/10 199. Destry Rides Again (1939) – 7.5/10 200. The Master Race (1944) – 6/10 201. Justice League (2017) – 6/10 202. Sissi (1955, Austria) – 7.5/10 203. Sissi: The Young Empress (1956, Austria) – 7/10 204. The Sandlot (1993) – 7/10 205. Olaf’s Frozen Adventure (2017 short) – 4/10 206. Coco (2017) – 8/10 207. Sissi – Fateful Years of an Empress (1957, Austria) – 7/10 208. The Florida Project (2017) – 8.5/10 209. The Mortal Storm (1940) – 7/10 210. The Breadwinner (2017) – 8/10 211. Spencer’s Mountain (1963) – 6/10 212. Lady Bird (2017) – 9/10

DECEMBER

213. The Four Horsemen of the Apocalypse (1921) – 8.5/10 214. The Secret Life of Bees (2008) – 7/10 215. Murder on the Orient Express (2017) – 5.5/10 216. So You Think You’re Allergic (1945 short) – 5/10 217. Three Billboards Outside Ebbing, Missouri (2017) – 7.5/10 218. The Shape of Water (2017) – 8.5/10 219. Lonely Are the Brave (1962) – 9.5/10 220. Star Wars: The Last Jedi (2017) – 7/10 221. They Won’t Forget (1937) – 8/10 222. It Came from Outer Space (1953) – 6.5/10 223. Brave Little Tailor (1938 short) – 8/10 224. The Story of Robin Hood and His Merrie Men (1952) – 6/10 225. The Sign of Zorro (1958) – 5/10 226. Kong: Skull Island (2017) – 6.5/10 227. Flipped (2010) – 6/10 228. Bardelys the Magnificent (1926) – 7.5/10 229. There’s No Business Like Show Business (1954) – 7/10 230. Swim Team (2016) – 7/10 231. Toby Tyler (1960) – 5/10 232. The Liberator (2013, Venezuela) – 6/10

All scores are subject to change (upgrades and downgrades) upon a rewatch.

#My Movie Odyssey

3 notes · View notes