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clean readme, fix crew gender file

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2017-12-21 11:43:33 -05:00
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next-bechdel/README.md
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# The Next Bechdel Test
Data for [The Next Bechdel Test](http://google.com) story.
Data for [The Next Bechdel Test](https://projects.fivethirtyeight.com/next-bechdel/) story.
## Data included
@@ -7,26 +7,26 @@ Data for [The Next Bechdel Test](http://google.com) story.
- Each row is one of the 50 top-grossing movies from 2016
- Each column is one of the tests. A `0` means the movie failed that test, a `1` means it passed.
2. `nextBechal_castGender.csv` Gender for the entire cast for every movie, including whether a role was supporting or main
2. `nextBechal_castGender.csv` Estimated gender for the entire cast for every movie, including whether a role was supporting or main. Data obtained from [The Numbers](http://the-numbers.com)
Variable | Definition
---|---------
`movie` | Title of the film
`actor` | Full name of the actor
`Character` | All characters played by the actor in that movie
`Type` | Leading, Supporting, Cameo or Lead Ensemble Member
`Billing` | Billing number
`Gender` | Gender of the actor.
`MOVIE` | Title of the film
`ACTOR` | Full name of the actor
`CHARACTER` | All characters played by the actor in that movie
`TYPE` | Leading, Supporting, Cameo or Lead Ensemble Member
`BILLING` | Billing number
`GENDER` | Estimated gender of the actor
3. `nextBechal_crewGender.csv` crew for every movie, by probablity that a give first name is male.
Variable | Definition
---|---------
`movie` | Title of the film
`department` | Full name of the actor
`Full name` | Actor's first and last name
`First name` | Just first name of actor
`IMBD` | Actor's imdb page
`Gender Probablity` | Percent chance that a given name is male
`Gender Guess` | Based on the probablity, guess if the name is male or female
`MOVIE` | Title of the film
`DEPARTMENT` | Full name of the actor
`FULL_NAME` | Actor's first and last name
`FIRST_NAME` | Just first name of actor
`IMDB` | Actor's IMDB page
`GENDER_PROB` | Percent chance that a given name is male
`GENDER_GUESS` | Based on the probablity, guess if the name is male or female

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next-bechdel/nextBechdel_allTests.csv
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movie,bechdel,peirce,landau,feldman,villareal,hagen,ko,villarobos,waithe,koezedottle,uphold,white,rees-davies,q1,q2,q3,q4,q5,q6,q7,q8,q9,q10,q11,q12,total
Bad Moms,0,0,0,1,0,0,0,1,0,0,1,1,1,1,1,0,1,1,0,0,1,0,0,0,0,5
Hidden Figures,0,0,0,0,0,1,0,1,0,1,1,1,1,1,0,0,1,0,0,1,1,0,0,0,1,6
Independence Day: Resurgence,0,0,1,0,0,1,0,1,0,0,1,1,1,0,1,0,1,1,0,1,1,1,0,0,0,6
Finding Dory,0,0,1,0,0,0,1,1,1,1,1,1,0,1,0,0,1,1,0,1,1,1,0,0,1,7
Ghostbusters,0,0,0,0,0,1,0,1,1,1,1,1,1,1,0,0,1,1,0,0,1,1,0,0,1,7
Allegiant,0,0,1,0,0,1,0,1,1,1,1,1,1,1,1,0,1,1,0,1,1,1,0,0,1,8
Arrival,0,0,1,0,0,1,1,1,1,0,1,1,1,1,1,1,0,1,0,1,1,0,1,1,0,8
Ice Age: Collision Course,0,1,0,1,1,1,0,1,1,0,1,1,0,1,1,0,1,1,1,0,0,0,1,0,0,8
Kung Fu Panda 3,0,1,0,0,1,1,0,1,1,1,1,1,0,1,0,0,1,1,0,1,1,0,1,1,1,8
Miss Peregrine's Home for Peculiar Children,0,0,0,0,0,1,1,1,1,1,1,1,1,1,0,1,1,1,0,1,1,1,1,1,1,8
Sing,0,0,1,1,1,1,0,1,1,0,1,1,0,1,1,0,1,1,0,0,1,0,1,0,0,8
The Boss,0,0,0,0,1,1,1,1,1,0,1,1,1,1,0,0,1,1,0,1,1,0,1,1,0,8
The Girl on the Train,0,0,1,0,0,1,1,1,1,0,1,1,1,0,0,0,0,0,0,0,1,0,0,0,0,8
Boo! A Madea Halloween,0,0,1,1,1,1,0,1,0,0,1,1,1,1,1,0,1,1,0,0,0,1,0,0,0,8
Alice Through the Looking Glass,0,0,1,0,1,1,1,1,1,1,1,1,0,1,0,1,1,1,0,0,1,1,0,1,1,9
Fantastic Beasts and Where to Find Them,0,0,1,1,0,1,0,1,1,1,1,1,1,1,1,0,1,1,0,0,1,1,0,0,1,9
La La Land,0,0,1,1,0,1,1,1,1,0,1,1,1,1,1,0,1,1,0,0,1,0,1,0,0,9
Now You See Me 2,1,0,0,1,0,1,0,1,1,1,1,1,1,1,1,0,1,1,0,0,1,1,1,0,1,9
Passengers,1,0,0,1,0,1,1,1,1,0,1,1,1,1,1,0,1,1,0,0,1,1,0,0,0,9
Pete's Dragon,0,1,1,0,0,1,1,1,1,1,1,1,0,1,1,0,1,1,0,1,1,0,0,0,1,9
Sausage Party,0,0,1,1,1,1,0,1,1,1,1,1,0,1,1,0,1,1,0,0,0,1,0,1,1,9
Storks,1,0,1,1,0,1,1,1,1,0,1,1,0,1,1,1,1,1,0,1,1,0,0,1,0,9
Suicide Squad,0,0,1,1,1,1,0,1,1,1,1,1,0,1,1,0,1,1,0,0,1,1,0,0,1,9
The Conjuring 2,0,0,1,1,0,1,1,1,1,0,1,1,1,1,1,1,1,1,0,0,1,0,0,1,0,9
The Purge: Election Year,0,0,1,1,0,1,0,1,1,1,1,1,1,1,1,0,1,1,1,0,1,1,0,0,1,9
X-Men: Apocalypse,0,0,0,1,0,1,1,1,1,1,1,1,1,1,1,0,1,1,0,0,1,1,0,0,1,9
10 Cloverfield Lane,0,0,1,1,0,1,1,1,1,1,1,1,1,1,1,1,1,1,0,0,1,1,0,1,1,10
Batman v Superman: Dawn of Justice,1,0,1,1,0,1,1,1,1,1,1,1,0,1,1,0,1,1,0,0,1,1,0,0,1,10
Captain America: Civil War,0,0,1,1,1,1,1,1,1,1,1,1,0,1,1,0,1,1,0,0,1,1,0,0,1,10
Central Intelligence,1,0,1,1,1,1,0,1,0,1,1,1,1,1,1,0,0,1,0,0,1,0,1,0,1,10
Don't Breathe,0,0,1,1,1,1,1,1,1,0,1,1,1,1,1,1,1,1,0,0,1,0,0,0,0,10
Hacksaw Ridge,1,1,0,1,0,1,1,1,1,1,1,1,0,1,1,1,1,1,1,0,1,1,1,1,1,10
Lights Out,0,0,1,1,1,1,1,1,1,0,1,1,1,0,1,0,1,1,0,0,1,0,0,0,0,10
Moana,0,0,1,1,1,1,0,1,1,1,1,1,1,1,1,0,1,1,0,0,1,1,0,1,1,10
Ride Along 2,1,0,0,1,1,1,0,1,1,1,1,1,1,1,1,0,1,1,0,0,1,1,1,0,1,10
Star Trek Beyond,1,0,1,1,1,1,0,1,1,1,1,1,0,1,1,0,1,1,0,0,1,1,0,0,1,10
Sully,1,1,0,1,0,1,1,1,1,0,1,1,1,1,1,1,1,0,1,1,1,0,1,1,0,10
Teenage Mutant Ninja Turtles: Out of the Shadows,0,1,0,1,0,1,1,1,1,1,1,1,1,1,1,0,1,0,0,0,1,1,0,1,1,10
The Angry Birds Movie,1,1,0,1,0,1,0,1,1,1,1,1,1,1,1,0,1,1,1,0,1,1,1,0,1,10
The Magnificent Seven,1,0,0,1,0,1,1,1,1,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,10
Trolls,0,0,1,1,1,1,1,1,1,0,1,1,1,1,1,0,1,1,0,0,1,1,0,0,0,10
Zootopia,0,0,1,1,0,1,1,1,1,1,1,1,1,1,1,0,1,1,0,0,1,1,0,0,1,10
Jason Bourne,1,0,1,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,0,0,1,1,0,1,1,11
Rogue One,0,0,1,1,1,1,1,1,1,1,1,1,1,0,1,0,1,1,0,0,1,1,0,0,1,11
The Accountant,1,0,1,1,1,1,0,1,1,1,1,1,1,1,1,0,1,1,0,0,1,1,1,0,1,11
The Jungle Book,1,1,0,1,1,1,0,1,1,1,1,1,1,1,1,0,1,1,1,1,1,0,1,0,1,11
The Legend of Tarzan,1,0,1,1,0,1,1,1,1,1,1,1,1,1,1,0,0,1,0,0,1,0,0,0,1,11
Deadpool,1,1,1,1,1,1,1,1,1,0,1,1,1,1,1,0,1,1,0,0,1,1,1,0,0,12
Doctor Strange,1,1,1,1,1,1,1,1,1,1,1,1,0,0,1,1,1,1,1,0,1,1,0,1,1,12
The Secret Life of Pets,1,0,1,1,1,1,1,1,1,1,1,1,1,1,1,0,1,1,0,0,1,1,0,1,1,12
movie,bechdel,peirce,landau,feldman,villareal,hagen,ko,villarobos,waithe,koeze_dottle,uphold,white,rees-davies
Bad Moms,0,0,0,1,0,0,0,1,0,0,1,1,1
Hidden Figures,0,0,0,0,0,1,0,1,0,1,1,1,1
Independence Day: Resurgence,0,0,1,0,0,1,0,1,0,0,1,1,1
Finding Dory,0,0,1,0,0,0,1,1,1,1,1,1,0
Ghostbusters,0,0,0,0,0,1,0,1,1,1,1,1,1
Allegiant,0,0,1,0,0,1,0,1,1,1,1,1,1
Arrival,0,0,1,0,0,1,1,1,1,0,1,1,1
Ice Age: Collision Course,0,1,0,1,1,1,0,1,1,0,1,1,0
Kung Fu Panda 3,0,1,0,0,1,1,0,1,1,1,1,1,0
Miss Peregrine's Home for Peculiar Children,0,0,0,0,0,1,1,1,1,1,1,1,1
Sing,0,0,1,1,1,1,0,1,1,0,1,1,0
The Boss,0,0,0,0,1,1,1,1,1,0,1,1,1
The Girl on the Train,0,0,1,0,0,1,1,1,1,0,1,1,1
Boo! A Madea Halloween,0,0,1,1,1,1,0,1,0,0,1,1,1
Alice Through the Looking Glass,0,0,1,0,1,1,1,1,1,1,1,1,0
Fantastic Beasts and Where to Find Them,0,0,1,1,0,1,0,1,1,1,1,1,1
La La Land,0,0,1,1,0,1,1,1,1,0,1,1,1
Now You See Me 2,1,0,0,1,0,1,0,1,1,1,1,1,1
Passengers,1,0,0,1,0,1,1,1,1,0,1,1,1
Pete's Dragon,0,1,1,0,0,1,1,1,1,1,1,1,0
Sausage Party,0,0,1,1,1,1,0,1,1,1,1,1,0
Storks,1,0,1,1,0,1,1,1,1,0,1,1,0
Suicide Squad,0,0,1,1,1,1,0,1,1,1,1,1,0
The Conjuring 2,0,0,1,1,0,1,1,1,1,0,1,1,1
The Purge: Election Year,0,0,1,1,0,1,0,1,1,1,1,1,1
X-Men: Apocalypse,0,0,0,1,0,1,1,1,1,1,1,1,1
10 Cloverfield Lane,0,0,1,1,0,1,1,1,1,1,1,1,1
Batman v Superman: Dawn of Justice,1,0,1,1,0,1,1,1,1,1,1,1,0
Captain America: Civil War,0,0,1,1,1,1,1,1,1,1,1,1,0
Central Intelligence,1,0,1,1,1,1,0,1,0,1,1,1,1
Don't Breathe,0,0,1,1,1,1,1,1,1,0,1,1,1
Hacksaw Ridge,1,1,0,1,0,1,1,1,1,1,1,1,0
Lights Out,0,0,1,1,1,1,1,1,1,0,1,1,1
Moana,0,0,1,1,1,1,0,1,1,1,1,1,1
Ride Along 2,1,0,0,1,1,1,0,1,1,1,1,1,1
Star Trek Beyond,1,0,1,1,1,1,0,1,1,1,1,1,0
Sully,1,1,0,1,0,1,1,1,1,0,1,1,1
Teenage Mutant Ninja Turtles: Out of the Shadows,0,1,0,1,0,1,1,1,1,1,1,1,1
The Angry Birds Movie,1,1,0,1,0,1,0,1,1,1,1,1,1
The Magnificent Seven,1,0,0,1,0,1,1,1,1,1,1,1,1
Trolls,0,0,1,1,1,1,1,1,1,0,1,1,1
Zootopia,0,0,1,1,0,1,1,1,1,1,1,1,1
Jason Bourne,1,0,1,1,1,1,1,1,1,1,1,1,0
Rogue One,0,0,1,1,1,1,1,1,1,1,1,1,1
The Accountant,1,0,1,1,1,1,0,1,1,1,1,1,1
The Jungle Book,1,1,0,1,1,1,0,1,1,1,1,1,1
The Legend of Tarzan,1,0,1,1,0,1,1,1,1,1,1,1,1
Deadpool,1,1,1,1,1,1,1,1,1,0,1,1,1
Doctor Strange,1,1,1,1,1,1,1,1,1,1,1,1,0
The Secret Life of Pets,1,0,1,1,1,1,1,1,1,1,1,1,1
1 movie bechdel peirce landau feldman villareal hagen ko villarobos waithe koezedottle koeze_dottle uphold white rees-davies q1 q2 q3 q4 q5 q6 q7 q8 q9 q10 q11 q12 total
2 Bad Moms 0 0 0 1 0 0 0 1 0 0 1 1 1 1 1 0 1 1 0 0 1 0 0 0 0 5
3 Hidden Figures 0 0 0 0 0 1 0 1 0 1 1 1 1 1 0 0 1 0 0 1 1 0 0 0 1 6
4 Independence Day: Resurgence 0 0 1 0 0 1 0 1 0 0 1 1 1 0 1 0 1 1 0 1 1 1 0 0 0 6
5 Finding Dory 0 0 1 0 0 0 1 1 1 1 1 1 0 1 0 0 1 1 0 1 1 1 0 0 1 7
6 Ghostbusters 0 0 0 0 0 1 0 1 1 1 1 1 1 1 0 0 1 1 0 0 1 1 0 0 1 7
7 Allegiant 0 0 1 0 0 1 0 1 1 1 1 1 1 1 1 0 1 1 0 1 1 1 0 0 1 8
8 Arrival 0 0 1 0 0 1 1 1 1 0 1 1 1 1 1 1 0 1 0 1 1 0 1 1 0 8
9 Ice Age: Collision Course 0 1 0 1 1 1 0 1 1 0 1 1 0 1 1 0 1 1 1 0 0 0 1 0 0 8
10 Kung Fu Panda 3 0 1 0 0 1 1 0 1 1 1 1 1 0 1 0 0 1 1 0 1 1 0 1 1 1 8
11 Miss Peregrine's Home for Peculiar Children 0 0 0 0 0 1 1 1 1 1 1 1 1 1 0 1 1 1 0 1 1 1 1 1 1 8
12 Sing 0 0 1 1 1 1 0 1 1 0 1 1 0 1 1 0 1 1 0 0 1 0 1 0 0 8
13 The Boss 0 0 0 0 1 1 1 1 1 0 1 1 1 1 0 0 1 1 0 1 1 0 1 1 0 8
14 The Girl on the Train 0 0 1 0 0 1 1 1 1 0 1 1 1 0 0 0 0 0 0 0 1 0 0 0 0 8
15 Boo! A Madea Halloween 0 0 1 1 1 1 0 1 0 0 1 1 1 1 1 0 1 1 0 0 0 1 0 0 0 8
16 Alice Through the Looking Glass 0 0 1 0 1 1 1 1 1 1 1 1 0 1 0 1 1 1 0 0 1 1 0 1 1 9
17 Fantastic Beasts and Where to Find Them 0 0 1 1 0 1 0 1 1 1 1 1 1 1 1 0 1 1 0 0 1 1 0 0 1 9
18 La La Land 0 0 1 1 0 1 1 1 1 0 1 1 1 1 1 0 1 1 0 0 1 0 1 0 0 9
19 Now You See Me 2 1 0 0 1 0 1 0 1 1 1 1 1 1 1 1 0 1 1 0 0 1 1 1 0 1 9
20 Passengers 1 0 0 1 0 1 1 1 1 0 1 1 1 1 1 0 1 1 0 0 1 1 0 0 0 9
21 Pete's Dragon 0 1 1 0 0 1 1 1 1 1 1 1 0 1 1 0 1 1 0 1 1 0 0 0 1 9
22 Sausage Party 0 0 1 1 1 1 0 1 1 1 1 1 0 1 1 0 1 1 0 0 0 1 0 1 1 9
23 Storks 1 0 1 1 0 1 1 1 1 0 1 1 0 1 1 1 1 1 0 1 1 0 0 1 0 9
24 Suicide Squad 0 0 1 1 1 1 0 1 1 1 1 1 0 1 1 0 1 1 0 0 1 1 0 0 1 9
25 The Conjuring 2 0 0 1 1 0 1 1 1 1 0 1 1 1 1 1 1 1 1 0 0 1 0 0 1 0 9
26 The Purge: Election Year 0 0 1 1 0 1 0 1 1 1 1 1 1 1 1 0 1 1 1 0 1 1 0 0 1 9
27 X-Men: Apocalypse 0 0 0 1 0 1 1 1 1 1 1 1 1 1 1 0 1 1 0 0 1 1 0 0 1 9
28 10 Cloverfield Lane 0 0 1 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 1 0 1 1 10
29 Batman v Superman: Dawn of Justice 1 0 1 1 0 1 1 1 1 1 1 1 0 1 1 0 1 1 0 0 1 1 0 0 1 10
30 Captain America: Civil War 0 0 1 1 1 1 1 1 1 1 1 1 0 1 1 0 1 1 0 0 1 1 0 0 1 10
31 Central Intelligence 1 0 1 1 1 1 0 1 0 1 1 1 1 1 1 0 0 1 0 0 1 0 1 0 1 10
32 Don't Breathe 0 0 1 1 1 1 1 1 1 0 1 1 1 1 1 1 1 1 0 0 1 0 0 0 0 10
33 Hacksaw Ridge 1 1 0 1 0 1 1 1 1 1 1 1 0 1 1 1 1 1 1 0 1 1 1 1 1 10
34 Lights Out 0 0 1 1 1 1 1 1 1 0 1 1 1 0 1 0 1 1 0 0 1 0 0 0 0 10
35 Moana 0 0 1 1 1 1 0 1 1 1 1 1 1 1 1 0 1 1 0 0 1 1 0 1 1 10
36 Ride Along 2 1 0 0 1 1 1 0 1 1 1 1 1 1 1 1 0 1 1 0 0 1 1 1 0 1 10
37 Star Trek Beyond 1 0 1 1 1 1 0 1 1 1 1 1 0 1 1 0 1 1 0 0 1 1 0 0 1 10
38 Sully 1 1 0 1 0 1 1 1 1 0 1 1 1 1 1 1 1 0 1 1 1 0 1 1 0 10
39 Teenage Mutant Ninja Turtles: Out of the Shadows 0 1 0 1 0 1 1 1 1 1 1 1 1 1 1 0 1 0 0 0 1 1 0 1 1 10
40 The Angry Birds Movie 1 1 0 1 0 1 0 1 1 1 1 1 1 1 1 0 1 1 1 0 1 1 1 0 1 10
41 The Magnificent Seven 1 0 0 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 1 1 1 1 10
42 Trolls 0 0 1 1 1 1 1 1 1 0 1 1 1 1 1 0 1 1 0 0 1 1 0 0 0 10
43 Zootopia 0 0 1 1 0 1 1 1 1 1 1 1 1 1 1 0 1 1 0 0 1 1 0 0 1 10
44 Jason Bourne 1 0 1 1 1 1 1 1 1 1 1 1 0 0 1 1 1 1 0 0 1 1 0 1 1 11
45 Rogue One 0 0 1 1 1 1 1 1 1 1 1 1 1 0 1 0 1 1 0 0 1 1 0 0 1 11
46 The Accountant 1 0 1 1 1 1 0 1 1 1 1 1 1 1 1 0 1 1 0 0 1 1 1 0 1 11
47 The Jungle Book 1 1 0 1 1 1 0 1 1 1 1 1 1 1 1 0 1 1 1 1 1 0 1 0 1 11
48 The Legend of Tarzan 1 0 1 1 0 1 1 1 1 1 1 1 1 1 1 0 0 1 0 0 1 0 0 0 1 11
49 Deadpool 1 1 1 1 1 1 1 1 1 0 1 1 1 1 1 0 1 1 0 0 1 1 1 0 0 12
50 Doctor Strange 1 1 1 1 1 1 1 1 1 1 1 1 0 0 1 1 1 1 1 0 1 1 0 1 1 12
51 The Secret Life of Pets 1 0 1 1 1 1 1 1 1 1 1 1 1 1 1 0 1 1 0 0 1 1 0 1 1 12

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