Hollywood + data II: the sequel

a couple of days ago I posted the contribution of relative keywords to the earnings of a given movie.

Well, it occurs that the cast of a movie is much easier to obtain than keywords and much less messy. So, I also had scraped the 4 lead actors for each movie of the Beautiful Information awards in order to determine their contribution.

I’ve done it slightly differently than with the keywords. I’ve also taken the budget of the movie into account. So, in order to predict the earnings of a movie, you take the budget, multiply it by 3, remove 8 millions and then add (or remove) the contribution of each star.

Since the movie budget already (mostly :) ) includes the pay of the lead actors, the way to read this contribution is how much extra these actor should be paid when they appear on film. For instance, each time Emma Stone does her thing, it would be fair to pay her $500k more.

the bang being a modest 500k pay raise.

Likewise, Kirsten Dunst here could be paid an extra 200k per movie, like Rebecca Hall or Rooney Mara. But I mostly felt like posting a picture of Kirsten to stand up against what google autosuggests as keywords when you look her up.

Kirsten, too, should be paid more.

Nicolas Cage, somewhat unsurprisingly,  should refund $2.44m for each movie he stars in.

Actors of movies who’ve done exceedingly well such as Avatar or the Harry Potter or Twilight sagas, movies which, it’s fair to say, owe their success to more than the actors, come out of this over valued. And because of how this is calculated, actors who have costarred with them in less ambitious movies come out undervalued: for instance, Elizabeth Banks or Anton Yelchin who both played with Sam Worthington are “paying” the fact that Man on the Ledge or Terminator: Renaissance haven’t been as successful as Avatar.

Twilight fans take note, though, that Harry Potter actors are considered more valuable.

Now – the data.

-8.72132 base value, million dollars
3.028754  x your budget
contribution
(million dollars)
actor occurrences
6.820566 Daniel Radcliffe 4
6.820566 Rupert Grint 4
6.589512 Emma Watson 5
6.469722 Michelle Rodriguez 4
5.919662 Zoe Saldana 3
5.869411 Sam Worthington 4
5.39418 Sigourney Weaver 4
4.66799 Robert Pattinson 6
4.486437 Kristen Stewart 7
4.131046 Taylor Lautner 4
3.511325 Michael Gambon 2
3.328213 Shia LaBeouf 8
3.091938 Josh Duhamel 4
2.771696 Tyrese Gibson 4
2.430676 Justin Bartha 3
2.177533 Anne Hathaway 8
2.145379 Ed Helms 3
1.985782 Helena Bonham Carter 3
1.922826 Ray Romano 1
1.922826 Denis Leary 1
1.922826 Eunice Cho 1
1.860584 Bradley Cooper 7
1.830633 Zach Galifianakis 6
1.809581 John Leguizamo 3
1.770726 Geoffrey Rush 3
1.722315 Christina Jastrzembska 1
1.681332 Rosie Huntington-Whiteley 1
1.654913 Ellen Page 4
1.521321 Xavier Samuel 1
1.495329 Antonio Banderas 3
1.487379 Brendan Gleeson 2
1.427076 Tim Allen 2
1.40105 Mia Wasikowska 2
1.391394 Heath Ledger 1
1.374587 Mike Myers 3
1.366225 Sandra Bullock 4
1.363958 Ned Beatty 2
1.339647 Johnny Depp 8
1.305249 Stellan Skarsgard 2
1.260785 Michael Caine 2
1.217668 Jae Head 2
1.169856 Tom Hanks 4
1.167732 Jason Lee 2
1.167732 David Cross 2
1.167722 Jason Segel 6
1.161184 Amanda Seyfried 6
1.134598 Freida Pinto 2
1.083914 Ken Watanabe 1
1.081577 Katie Featherston 2
1.081577 Micah Sloat 2
1.072914 Paul Walker 2
1.072914 Jordana Brewster 2
1.07084 Jason Bateman 10
1.055046 Aaron Eckhart 5
1.031855 Joseph Gordon-Levitt 5
0.990123 Megan Fox 4
0.9881 Gerard Butler 9
0.973714 Julie Andrews 2
0.95887 Rose Byrne 4
0.953622 Dan Castellaneta 1
0.953622 Julie Kavner 1
0.953622 Nancy Cartwright 1
0.953622 Yeardley Smith 1
0.946414 Gil Birmingham 1
0.921095 Pierce Brosnan 3
0.888618 Vin Diesel 3
0.869224 George Lopez 2
0.865954 Cameron Diaz 8
0.858122 Jackie Chan 4
0.857169 Tobin Bell 4
0.857169 Costas Mandylor 4
0.827224 Lena Headey 1
0.809226 Mila Kunis 6
0.775858 Vincent Cassel 2
0.768506 Russell Brand 4
0.758058 Wenwen Han 1
0.75382 Justin Timberlake 5
0.746798 Kim Cattrall 2
0.746798 Cynthia Nixon 2
0.746798 Kristin Davis 2
0.738043 Taraji P. Henson 3
0.737633 Katy Perry 1
0.737633 Jonathan Winters 1
0.73718 Karen Allen 1
0.719066 Neil Patrick Harris 3
0.706771 Diane Kruger 3
0.697058 Will Smith 3
0.691195 Meryl Streep 6
0.68017 Karen Disher 1
0.677442 Jesse Eisenberg 6
0.676622 Dominic West 3
0.661994 Zac Efron 3
0.661289 Lucas Grabeel 1
0.659597 Quinton Aaron 1
0.646669 Justin Long 5
0.645497 Edward Asner 1
0.645497 Jordan Nagai 1
0.645497 John Ratzenberger 1
0.644743 Eddie Murphy 6
0.644017 Hank Azaria 2
0.633971 Derek Jacobi 1
0.621914 Craig T. Nelson 1
0.599633 Tim McGraw 2
0.59531 Chloe Csengery 1
0.59531 Jessica Tyler Brown 1
0.59531 Christopher Nicholas Smith 1
0.59531 Lauren Bittner 1
0.586817 Scott Patterson 2
0.585204 John Lithgow 2
0.562875 Christopher Plummer 3
0.562458 Dustin Hoffman 4
0.557976 Terry Crews 2
0.557014 Jaden Smith 2
0.55002 Brad Garrett 1
0.55002 Lou Romano 1
0.55002 Ian Holm 1
0.545008 Mark Fredrichs 1
0.545008 Amber Armstrong 1
0.542971 Adam G. Sevani 2
0.542553 Ian McShane 4
0.536569 Molly Ephraim 1
0.536569 David Bierend 1
0.528423 Natalie Portman 8
0.519192 Emma Stone 6
0.517328 Leonardo DiCaprio 4
0.508157 Dwayne Johnson 6
0.506053 Liam Neeson 5
0.504138 Betsy Russell 3
0.498758 Winona Ryder 2
0.498382 Lucy Punch 1
0.489967 Katherine Heigl 5
0.489965 Saurabh Shukla 1
0.489965 Anil Kapoor 1
0.486999 Famke Janssen 1
0.486999 Leland Orser 1
0.482205 Javier Bardem 3
0.481332 Ross Bagdasarian Jr. 1
0.481332 Janice Karman 1
0.460322 Maya Rudolph 2
0.45842 Kristen Wiig 4
0.455105 Bryce Dallas Howard 2
0.449823 Cary Elwes 2
0.443563 Hailee Steinfeld 1
0.442303 Ashley Tisdale 2
0.436495 Ali Larter 2
0.434599 Salli Richardson-Whitfield 1
0.424407 Sarah Clarke 1
0.423429 Penélope Cruz 3
0.413782 Thandie Newton 3
0.412704 Patton Oswalt 3
0.401531 Octavia Spencer 1
0.401112 James Franco 4
0.385048 Terence Stamp 1
0.377733 Wentworth Miller 1
0.377733 Kim Coates 1
0.375668 Jason Flemyng 1
0.374325 Matt Damon 7
0.374325 Christian Bale 5
0.372746 David James 1
0.372746 Jason Cope 1
0.372746 Nathalie Boltt 1
0.368065 Chiwetel Ejiofor 3
0.368005 Édgar Ramirez 1
0.368005 Julia Stiles 1
0.367801 Mélanie Laurent 2
0.362202 Vera Farmiga 3
0.356965 Johnny Knoxville 1
0.356965 Steve-O 1
0.356965 Bam Margera 1
0.356965 Ryan Dunn 1
0.356953 Bill Nighy 6
0.356736 Elle Fanning 1
0.356736 Amanda Michalka 1
0.356736 Kyle Chandler 1
0.356736 Joel Courtney 1
0.356158 Sarah Jessica Parker 4
0.355846 Maggie Grace 2
0.353032 Louis Ferreira 1
0.351145 Ralph Fiennes 3
0.343755 Keir O’Donnell 1
0.343755 Jayma Mays 1
0.343755 Raini Rodriguez 1
0.339988 P.J. Byrne 1
0.33941 Christopher Mintz-Plasse 3
0.338666 Anna Kendrick 2
0.338404 Eli Roth 1
0.338222 Morgan Lily 1
0.338222 Trenton Rogers 1
0.313245 Jessica Lucas 1
0.313245 Lizzy Caplan 1
0.312825 Cassie Ventura 1
0.307954 Viola Davis 4
0.30272 Ty Simpkins 1
0.30272 Lin Shaye 1
0.298112 Bree Turner 1
0.298112 Eric Winter 1
0.296847 Andy Serkis 2
0.294687 Mike Vogel 2
0.294687 T.J. Miller 2
0.292065 Kurt Fuller 1
0.286915 Maggie Smith 1
0.286915 Ashley Jensen 1
0.284681 Seth Meyers 1
0.280837 Tobey Maguire 2
0.280773 Jason Sudeikis 2
0.269573 Kyra Sedgwick 1
0.269573 Madison Pettis 1
0.269573 Roselyn Sanchez 1
0.268595 Lisa Kudrow 2
0.258727 Patrick Dempsey 2
0.257049 David Wenham 3
0.254023 Briana Evigan 2
0.252523 Matthew Perry 1
0.252523 Thomas Lennon 1
0.246058 John Cusack 3
0.240009 Michael Jackson 1
0.240009 Alex Al 1
0.240009 Alexandra Apjarova 1
0.240009 Nick Bass 1
0.238714 Patricia Clarkson 3
0.235798 Brian Kerwin 1
0.230146 Sharni Vinson 1
0.230146 Rick Malambri 1
0.230146 Alyson Stoner 1
0.229488 Topher Grace 3
0.22835 Meagan Good 2
0.224193 Jaime King 2
0.221369 Zachary Gordon 2
0.221369 Robert Capron 2
0.221369 Rachael Harris 2
0.219378 Alice Braga 4
0.219044 Rooney Mara 2
0.215264 Kirsten Dunst 2
0.20931 Rebecca Hall 4
0.20615 Orlando Bloom 1
0.205058 Patrick Fabian 1
0.205058 Ashley Bell 1
0.205058 Iris Bahr 1
0.205058 Louis Herthum 1
0.20394 Michael Cera 6
0.202696 Woody Harrelson 4
0.202054 Aaron Yoo 2
0.195742 Jensen Ackles 1
0.195742 Kerr Smith 1
0.195742 Betsy Rue 1
0.192528 Michael Mantell 1
0.190413 David Morse 1
0.190413 Carrie-Anne Moss 1
0.189054 Piper Perabo 1
0.189054 Manolo Cardona 1
0.187252 Charlie Day 2
0.183573 Will Arnett 3
0.182781 Charlie Tahan 2
0.181449 Kate Bosworth 1
0.175751 Tommy Lee Jones 2
0.173441 Scott Speedman 1
0.173441 Gemma Ward 1
0.173441 Alex Fisher 1
0.170702 Mary Steenburgen 3
0.169352 Amanda Bynes 1
0.169352 Dan Byrd 1
0.165945 Chloë Grace Moretz 2
0.164513 Dougray Scott 1
0.163693 Rachel McAdams 5
0.157617 Harry Connick Jr. 2
0.156691 Emily Osment 1
0.156691 Billy Ray Cyrus 1
0.156691 Jason Earles 1
0.154703 Matt Lanter 3
0.153793 Amanda Peet 3
0.152353 Jenna Elfman 1
0.141247 January Jones 1
0.141247 Aidan Quinn 1
0.14017 Nika Futterman 1
0.14017 Tom Kane 1
0.14017 Ashley Eckstein 1
0.140131 Henry Thomas 1
0.140122 Jack Nicholson 1
0.140122 Sean Hayes 1
0.140122 Beverly Todd 1
0.138843 Chris Rock 3
0.138691 Jennifer Aniston 6
0.136256 Kevin Spacey 3
0.13405 Emma Bell 1
0.13405 Arlen Escarpeta 1
0.13405 Miles Fisher 1
0.130048 André Benjamin 1
0.130048 Maura Tierney 1
0.128801 Kathy Bates 3
0.128594 Anita Briem 2
0.127092 Ayelet Zurer 1
0.12695 Geoffrey Arend 1
0.124268 An Nguyen 1
0.123344 Danielle Panabaker 2
0.122693 Jared Padalecki 1
0.122693 Amanda Righetti 1
0.122693 Derek Mears 1
0.122554 Chandler Canterbury 1
0.122554 Lara Robinson 1
0.120986 Jon Hamm 1
0.120861 Ne-Yo 1
0.117797 Bruce McGill 1
0.117466 Nick Zano 1
0.117466 Krista Allen 1
0.117466 Andrew Fiscella 1
0.117466 Bobby Campo 1
0.114774 Kirk Cameron 1
0.114774 Erin Bethea 1
0.114774 Ken Bevel 1
0.114774 Stephen Dervan 1
0.113006 Donald Faison 2
0.111429 Chris Messina 2
0.110646 Devon Bostick 1
0.109958 Paul Rudd 7
0.10794 Dolph Lundgren 1
0.107433 Liam Hemsworth 1
0.107433 Bobby Coleman 1
0.105983 Christopher Evan Welch 1
0.105053 Bill Hader 2
0.101652 Dev Patel 2
0.100744 Melissa Leo 3
0.099702 Jerry O’Connell 2
0.09952 Jennifer Coolidge 1
0.09952 Adam Campbell 1
0.099046 Caroline Dhavernas 1
0.099046 Bokeem Woodbine 1
0.099046 Logan Marshall-Green 1
0.097749 Nick Bacon 1
0.096496 Penn Badgley 2
0.095386 Amber Valletta 2
0.09417 Eric Balfour 1
0.09417 Scottie Thompson 1
0.09417 Brittany Daniel 1
0.093839 Robert Hoffman 2
0.091974 Gary Cole 1
0.091644 Robert Knepper 2
0.090532 Bebe Neuwirth 1
0.090532 Megan Mullally 1
0.090532 Kay Panabaker 1
0.090298 Candice Bergen 1
0.090298 Bryan Greenberg 1
0.089631 Joshua Jackson 1
0.089631 Rachael Taylor 1
0.089631 James Kyson 1
0.089631 Megumi Okina 1
0.088905 Angela Lansbury 1
0.088905 Ophelia Lovibond 1
0.088475 Julian McMahon 1
0.088475 Shyann McClure 1
0.087343 Rowan Atkinson 1
0.087343 Roger Barclay 1
0.084964 Bryan Cranston 1
0.084964 Albert Brooks 1
0.081511 Alessandro Nivola 1
0.081511 Parker Posey 1
0.081511 Rade Serbedzija 1
0.080952 Kal Penn 3
0.077884 Jenn Proske 1
0.077884 Diedrich Bader 1
0.077884 Chris Riggi 1
0.07668 Marcia Gay Harden 2
0.074429 Andrew Garfield 2
0.073885 Rhys Wakefield 1
0.073885 Allison Cratchley 1
0.073885 Christopher Baker 1
0.073885 Richard Roxburgh 1
0.073624 Michael O’Keefe 1
0.07336 Daeg Faerch 1
0.073189 Kevin Kline 2
0.071229 Eugenio Derbez 1
0.071229 Kate del Castillo 1
0.071229 Adrian Alonso 1
0.071229 Maya Zapata 1
0.070675 Sarah Roemer 3
0.067179 Nathan Fillion 1
0.067179 Jeremy Sisto 1
0.066353 Scout Taylor-Compton 2
0.066353 Malcolm McDowell 2
0.066353 Tyler Mane 2
0.065523 Steve Zahn 2
0.065485 Gio Perez 1
0.065485 Joel Garland 1
0.063306 Mark Rolston 1
0.06132 Jude Law 3
0.0578 David Schwimmer 1
0.0578 Jada Pinkett Smith 1
0.057107 Jake T. Austin 1
0.056938 Khalid Abdalla 1
0.056938 Ahmad Khan Mahmoodzada 1
0.056938 Atossa Leoni 1
0.056938 Shaun Toub 1
0.05549 José Luis Garcia Pérez 1
0.05549 Robert Paterson 1
0.05549 Stephen Tobolowsky 1
0.054836 Jeremy Renner 2
0.050369 Malik Yoba 1
0.048526 Warren Christie 1
0.048526 Ryan Robbins 1
0.048526 Ali Liebert 1
0.048526 Lloyd Owen 1
0.048392 Nick Sullivan 1
0.047911 Richard Jenkins 5
0.046161 Annette Bening 3
0.045566 Carol Burnett 2
0.044954 Tom Mison 1
0.043956 Walter Raney 1
0.043917 Reiko Aylesworth 1
0.043917 Steven Pasquale 1
0.043917 John Ortiz 1
0.043917 Johnny Lewis 1
0.043044 Michael Moore 1
0.043044 Tucker Albrizzi 1
0.043044 Tony Benn 1
0.043044 George W. Bush 1
0.041406 Catherine Zeta-Jones 1
0.04094 Elisabeth Shue 1
0.038995 Garrett M. Brown 1
0.038936 Jon Voight 2
0.037779 Alfre Woodard 1
0.037779 Sanaa Lathan 1
0.037779 Rockmond Dunbar 1
0.036524 Joseph Ruskin 1
0.036472 Kate Mara 1
0.036472 Sean Bott 1
0.036463 Cillian Murphy 1
0.036463 Shyloh Oostwald 1
0.035315 Jeffrey Wright 2
0.034615 Haaz Sleiman 1
0.034615 Danai Gurira 1
0.034615 Hiam Abbass 1
0.033809 Sylvester Stallone 2
0.033294 Lauren German 1
0.033294 Heather Matarazzo 1
0.033294 Bijou Phillips 1
0.033294 Roger Bart 1
0.033228 Bill Maher 1
0.033228 Tal Bachman 1
0.033228 Jonathan Boulden 1
0.033228 Steve Burg 1
0.03308 Emilie de Ravin 1
0.03308 Caitlyn Rund 1
0.03308 Moisés Acevedo 1
0.032157 Jeremy Piven 2
0.031753 Jennifer Hudson 1
0.031753 Alicia Keys 1
0.0313 Sacha Baron Cohen 1
0.0313 Gustaf Hammarsten 1
0.0313 Clifford Bañagale 1
0.0313 Chibundu Orukwowu 1
0.029753 Tyler Perry 3
0.029491 Saffron Burrows 1
0.029491 Daniel Mays 1
0.029397 Goran Visnjic 1
0.028255 Odette Annable 2
0.025992 Brittany Snow 1
0.025992 Jessica Stroup 1
0.025992 Dana Davis 1
0.025977 Kyle Gallner 2
0.024707 Thomas Jane 1
0.024707 Laurie Holden 1
0.024707 Andre Braugher 1
0.024175 Kelsey Grammer 2
0.021951 Kat Dennings 2
0.021924 Will Patton 1
0.021924 Charlotte Milchard 1
0.021893 Nicholas D’Agosto 2
0.021888 John Hawkes 1
0.021888 Garret Dillahunt 1
0.021888 Isaiah Stone 1
0.021701 Paul Dano 1
0.021701 Martin Stringer 1
0.020605 Rafi Gavron 1
0.020451 Paul Schneider 1
0.02036 Jennifer Carpenter 1
0.02036 Jay Hernandez 1
0.01921 Alan Rickman 1
0.01921 Timothy Spall 1
0.018948 Sarah Burns 1
0.018836 Mike Epps 1
0.018836 Wood Harris 1
0.018712 Jill Scott 1
0.017932 Brit Marling 1
0.017932 William Mapother 1
0.017932 Matthew-Lee Erlbach 1
0.017932 DJ Flava 1
0.017423 Jason Spevack 1
0.017114 Josh Hutcherson 2
0.016759 Fred Willard 2
0.01642 Cuba Gooding Jr. 1
0.01642 Lochlyn Munro 1
0.01642 Richard Gant 1
0.01642 Tamala Jones 1
0.015848 Katt Williams 1
0.015441 Haley Bennett 1
0.015441 Chace Crawford 1
0.015441 Jake Weber 1
0.015441 Shannon Woodward 1
0.014565 Chris Hemsworth 1
0.014565 Tom Hiddleston 1
0.014266 Michael Stuhlbarg 1
0.014266 Richard Kind 1
0.014266 Sari Lennick 1
0.014266 Fred Melamed 1
0.010856 Bridget Moynahan 1
0.010856 Ramon Rodriguez 1
0.010561 Debra Messing 1
0.008341 Vanessa Hudgens 4
0.007363 Don Cheadle 4
0.007136 Ben Stein 1
0.007136 Lili Asvar 1
0.007136 Peter Atkins 1
0.007136 Hector Avalos 1
0.00691 Michael C. Hall 1
0.006893 Janet Jackson 3
0.004992 Alison Lohman 1
0.004992 Ruth Livier 1
0.004992 Lorna Raver 1
0.004762 Sharlto Copley 2
0.004547 Clifton Collins Jr. 1
0.004547 Dwight Yoakam 1
0.003298 Katie Cassidy 2
0.002413 Alan Arkin 2
0.002303 Asa Butterfield 1
0.002303 Rupert Friend 1
0.002303 Zac Mattoon O’Brien 1
0.002073 Elise Ivy 1
0.001311 Morris Chestnut 1
0.001311 Maeve Quinlan 1
0.001311 Kevin Hart 1
0.001177 Gwyneth Paltrow 4
0.000214 Elizabeth Perkins 1
0.000214 Kaley Cuoco 1
-0.00043 Sean Maguire 1
-0.00043 Kevin Sorbo 1
-0.00043 Ken Davitian 1
-0.0007 Aaron Johnson 2
-0.00302 Scarlett Johansson 4
-0.00381 Dominic Cooper 1
-0.00381 Charlotte Rampling 1
-0.00437 Joel McHale 1
-0.00437 Rowan Blanchard 1
-0.00452 Joan Allen 3
-0.00581 Minka Kelly 1
-0.00581 Shirley Norris 1
-0.00598 Ted Ludzik 1
-0.00701 Sheri Moon Zombie 1
-0.00739 Daniella Alonso 1
-0.00739 Jacob Vargas 1
-0.00739 Michael Bailey Smith 1
-0.00739 Michael McMillian 1
-0.00748 Joaquin Phoenix 1
-0.00748 Danny Hoch 1
-0.00758 Cary-Hiroyuki Tagawa 1
-0.00913 Scott Porter 3
-0.00925 Beyoncé Knowles 2
-0.00936 Loretta Devine 2
-0.01051 Willem Dafoe 1
-0.01051 Sam Neill 1
-0.01051 Claudia Karvan 1
-0.01133 Eva Longoria 1
-0.01183 Helen Hunt 1
-0.01183 Lorraine Nicholson 1
-0.01272 Charles S. Dutton 1
-0.01272 Lucas Black 1
-0.01276 Diego Luna 1
-0.01285 Kenny Wormald 1
-0.01285 Julianne Hough 1
-0.01285 Andie MacDowell 1
-0.01341 Patrick Stewart 1
-0.01341 Mako 1
-0.01341 Nolan North 1
-0.01393 Jeff Goldblum 1
-0.01461 Julianna Margulies 1
-0.01668 Alec Baldwin 3
-0.01764 Emma Roberts 2
-0.01805 Michael Parks 1
-0.01805 John Goodman 1
-0.01838 Michael Carman 1
-0.01856 Alice Eve 1
-0.01857 John Cho 2
-0.01872 Ryan Gosling 4
-0.01881 Gael Garcia Bernal 1
-0.01881 Marcia DeBonis 1
-0.01899 Angelina Jolie 7
-0.01907 Meg Ryan 2
-0.01973 Christopher Jordan Wallace 1
-0.02072 Emma Thompson 1
-0.02072 Maggie Gyllenhaal 1
-0.02072 Oscar Steer 1
-0.02083 George Clooney 10
-0.0215 Laura Linney 1
-0.02431 Virginia Madsen 1
-0.02431 Martin Donovan 1
-0.02516 Shea Whigham 1
-0.02516 Tova Stewart 1
-0.02519 Jon Favreau 1
-0.02534 Elizabeth Berrington 1
-0.02621 Isabelle Fuhrman 1
-0.02621 CCH Pounder 1
-0.02631 Mickey Rourke 2
-0.02666 Michael Sheen 1
-0.02666 Steven Mackintosh 1
-0.02671 Kadeem Hardison 1
-0.02734 Paolo Bonacelli 1
-0.02734 Violante Placido 1
-0.02734 Thekla Reuten 1
-0.02787 Christopher Meloni 1
-0.0281 Colin O’Donoghue 1
-0.02839 Common 1
-0.02839 James Pickens Jr. 1
-0.02906 Wesley Snipes 1
-0.02948 Connor Price 1
-0.02963 Kelsey Ford 1
-0.02963 Elena Anaya 1
-0.03052 Tom Sturridge 1
-0.03199 Ron Glass 1
-0.03202 Edward Burns 1
-0.03202 Shannyn Sossamon 1
-0.03202 Ana Claudia Talancón 1
-0.03202 Ray Wise 1
-0.03285 Alexandria M. Salling 1
-0.03299 Larry David 1
-0.03299 Adam Brooks 1
-0.0341 Jamal Woolard 1
-0.0341 Mohamed Dione 1
-0.03417 Keira Knightley 4
-0.03504 Stephen Campbell Moore 2
-0.03591 Ashlyn Sanchez 1
-0.03644 Amara Karan 1
-0.03933 Tamela J. Mann 1
-0.03933 David Mann 1
-0.03957 Ethan Hawke 2
-0.04132 Ludacris 2
-0.0447 Josh Lucas 1
-0.0447 Alexis Clagett 1
-0.0452 Kiele Sanchez 1
-0.04542 Richard Dreyfuss 2
-0.04634 Josh Hartnett 1
-0.04634 Melissa George 1
-0.04698 Danny Trejo 1
-0.04699 Selena Gomez 1
-0.04699 Cory Monteith 1
-0.04823 Beau Bridges 1
-0.04834 Sean Faris 1
-0.04834 Djimon Hounsou 1
-0.04848 John Carroll Lynch 1
-0.04855 Will Forte 1
-0.04855 Val Kilmer 1
-0.04988 Mia Stallard 1
-0.05001 Devin Brochu 1
-0.05014 Nikki Blonsky 1
-0.05014 Michelle Pfeiffer 1
-0.05018 Clifton Powell 1
-0.05062 Luke Wilson 1
-0.05062 Frank Whaley 1
-0.05062 Ethan Embry 1
-0.05137 Michelle Williams 1
-0.05137 Eddie Redmayne 1
-0.05137 Julia Ormond 1
-0.05152 Timothy Dalton 1
-0.05268 Michael Kelly 1
-0.05269 Mary-Kate Olsen 1
-0.05269 Justin Bradley 1
-0.05378 Neve Campbell 1
-0.05378 David Arquette 1
-0.05378 Lucy Hale 1
-0.05387 Nathan Gamble 1
-0.0553 Richard E. Grant 1
-0.05587 Brooklyn Decker 1
-0.0564 Ben Hollingsworth 1
-0.05818 Anne Heche 1
-0.05818 Isiah Whitlock Jr. 1
-0.0588 Rumer Willis 1
-0.0588 Carrie Fisher 1
-0.0588 Teri Andrzejewski 1
-0.059 Lily Collins 1
-0.059 Jake Andolina 1
-0.05922 Christina Applegate 1
-0.05929 Mos Def 2
-0.05943 Matthew Goode 1
-0.05943 Adam Scott 1
-0.05956 Amber Tamblyn 2
-0.05961 Rodrigo Santoro 1
-0.06019 Thomas Haden Church 4
-0.06219 Whoopi Goldberg 1
-0.06219 Kimberly Elise 1
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Hollywood + data

Ever heard of the Information is Beautiful awards? It’s visualization competitions a monthly visualization competition put together by David McCandless of Information is Beautiful fame.

Part of it are monthly competitions that run on a curated dataset. Jen Lowe and I are making a team for the current one about the movie industry and we are going to deliver a competitive entry! even our drafts are rocking! But, while we were looking for that one great idea I explored the data.

Part of the dataset is the total box office earnings of over 600 of the movies released in the US in the last 5 years. What I did is cross that list with the user-contributed plot keywords on imdb. Then, I ran a regression on that to find out how much each keyword would generate in the box office? (I only kept those keywords mentioned over 5 times, that’s just over 2500, because else the full list is  20,000+). The full list is at the end of the article.

…