diff --git a/README.md b/README.md
index d3b3057..057e9eb 100644
--- a/README.md
+++ b/README.md
@@ -4,6 +4,7 @@ We hope you'll use it to check our work and to create stories and visualizations
 
 Article Date(s) | Headline(s) | Folder
 ---|---------|-------------
+Oct. 15, 2015 | [Be Suspicious Of Online Movie Ratings, Especially Fandango’s](http://fivethirtyeight.com/features/fandango-movies-ratings/) | `fandango`
 Aug. 14, 2015 | ['Straight Outta Compton' Is The Rare Biopic Not About White Dudes](http://fivethirtyeight.com/features/straight-outta-compton-is-the-rare-biopic-not-about-white-dudes) | `biopics`
 Aug. 6, 2015 | [Every Guest Jon Stewart Ever Had On ‘The Daily Show’](http://fivethirtyeight.com/datalab/every-guest-jon-stewart-ever-had-on-the-daily-show/) | `daily-show-guests`
 July 30 22, 2015 | [Buster Posey’s Pitch Framing Makes Him A Potential MVP](http://fivethirtyeight.com/features/buster-poseys-pitch-framing-makes-him-a-potential-mvp/) | `buster-posey-mvp`
diff --git a/fandango/README.md b/fandango/README.md
new file mode 100644
index 0000000..aaea50d
--- /dev/null
+++ b/fandango/README.md
@@ -0,0 +1,38 @@
+This directory contains the data behind the story [Be Suspicious Of Online Movie Ratings, Especially Fandango’s](http://fivethirtyeight.com/features/fandango-movies-ratings/).
+
+This set is derived from any film that has a Rotten Tomatoes rating, a RT User rating, a Metacritic score, a Metacritic User score, and IMDb score, and at least 30 fan reviews on Fandango. The data from Fandango was pulled on Aug. 24, 2015. 
+
+Column | Definition
+--- | -----------
+FILM | The film in question
+RottenTomatoes | The Rotten Tomatoes Tomatometer score  for the film 
+RottenTomatoes_User | The Rotten Tomatoes user score for the film 
+Metacritic | The Metacritic critic score for the film
+Metacritic_User | The Metacritic user score for the film
+IMDB | The IMDb user score for the film
+Fandango_Stars | The number of stars the film had on its Fandango movie page
+Fandango_Ratingvalue | The Fandango ratingValue for the film, as pulled from the HTML of each page. This is the actual average score the movie obtained. 
+RT_norm | The Rotten Tomatoes Tomatometer score  for the film , normalized to a 0 to 5 point system
+RT_user_norm | The Rotten Tomatoes user score for the film , normalized to a 0 to 5 point system
+Metacritic_norm | The Metacritic critic score for the film, normalized to a 0 to 5 point system
+Metacritic_user_nom | The Metacritic user score for the film, normalized to a 0 to 5 point system
+IMDB_norm | The IMDb user score for the film, normalized to a 0 to 5 point system
+RT_norm_round | The Rotten Tomatoes Tomatometer score  for the film , normalized to a 0 to 5 point system and rounded to the nearest half-star
+RT_user_norm_round | The Rotten Tomatoes user score for the film , normalized to a 0 to 5 point system and rounded to the nearest half-star
+Metacritic_norm_round | The Metacritic critic score for the film, normalized to a 0 to 5 point system and rounded to the nearest half-star
+Metacritic_user_norm_round | The Metacritic user score for the film, normalized to a 0 to 5 point system and rounded to the nearest half-star
+IMDB_norm_round | The IMDb user score for the film, normalized to a 0 to 5 point system and rounded to the nearest half-star
+Metacritic_user_vote_count | The number of user votes the film had on Metacritic
+IMDB_user_vote_count | The number of user votes the film had on IMDb
+Fandango_votes | The number of user votes the film had on Fandango
+Fandango_Difference | The difference between the presented Fandango_Stars and the actual Fandango_Ratingvalue
+
+
+This is every film we pulled from Fandango
+
+Column | Definiton
+--- | ---------
+FILM | The movie
+STARS | Number of stars presented on Fandango.com
+RATING |  The Fandango ratingValue for the film, as pulled from the HTML of each page. This is the actual average score the movie obtained. 
+VOTES | number of people who had reviewed the film at the time we pulled it. 
diff --git a/fandango/fandango_score_comparison.csv b/fandango/fandango_score_comparison.csv
new file mode 100644
index 0000000..712e901
--- /dev/null
+++ b/fandango/fandango_score_comparison.csv
@@ -0,0 +1,147 @@
+FILM,RottenTomatoes,RottenTomatoes_User,Metacritic,Metacritic_User,IMDB,Fandango_Stars,Fandango_Ratingvalue,RT_norm,RT_user_norm,Metacritic_norm,Metacritic_user_nom,IMDB_norm,RT_norm_round,RT_user_norm_round,Metacritic_norm_round,Metacritic_user_norm_round,IMDB_norm_round,Metacritic_user_vote_count,IMDB_user_vote_count,Fandango_votes,Fandango_Difference,,
+Avengers: Age of Ultron (2015),74,86,66,7.1,7.8,5,4.5,3.7,4.3,3.3,3.55,3.9,3.5,4.5,3.5,3.5,4,1330,271107,14846,0.5,,
+Cinderella (2015),85,80,67,7.5,7.1,5,4.5,4.25,4,3.35,3.75,3.55,4.5,4,3.5,4,3.5,249,65709,12640,0.5,,
+Ant-Man (2015),80,90,64,8.1,7.8,5,4.5,4,4.5,3.2,4.05,3.9,4,4.5,3,4,4,627,103660,12055,0.5,,
+Do You Believe? (2015),18,84,22,4.7,5.4,5,4.5,0.9,4.2,1.1,2.35,2.7,1,4,1,2.5,2.5,31,3136,1793,0.5,,
+Hot Tub Time Machine 2 (2015),14,28,29,3.4,5.1,3.5,3,0.7,1.4,1.45,1.7,2.55,0.5,1.5,1.5,1.5,2.5,88,19560,1021,0.5,,
+The Water Diviner (2015),63,62,50,6.8,7.2,4.5,4,3.15,3.1,2.5,3.4,3.6,3,3,2.5,3.5,3.5,34,39373,397,0.5,,
+Irrational Man (2015),42,53,53,7.6,6.9,4,3.5,2.1,2.65,2.65,3.8,3.45,2,2.5,2.5,4,3.5,17,2680,252,0.5,,
+Top Five (2014),86,64,81,6.8,6.5,4,3.5,4.3,3.2,4.05,3.4,3.25,4.5,3,4,3.5,3.5,124,16876,3223,0.5,,
+Shaun the Sheep Movie (2015),99,82,81,8.8,7.4,4.5,4,4.95,4.1,4.05,4.4,3.7,5,4,4,4.5,3.5,62,12227,896,0.5,,
+Love & Mercy (2015),89,87,80,8.5,7.8,4.5,4,4.45,4.35,4,4.25,3.9,4.5,4.5,4,4.5,4,54,5367,864,0.5,,
+Far From The Madding Crowd (2015),84,77,71,7.5,7.2,4.5,4,4.2,3.85,3.55,3.75,3.6,4,4,3.5,4,3.5,35,12129,804,0.5,,
+Black Sea (2015),82,60,62,6.6,6.4,4,3.5,4.1,3,3.1,3.3,3.2,4,3,3,3.5,3,37,16547,218,0.5,,
+Leviathan (2014),99,79,92,7.2,7.7,4,3.5,4.95,3.95,4.6,3.6,3.85,5,4,4.5,3.5,4,145,22521,64,0.5,,
+Unbroken (2014),51,70,59,6.5,7.2,4.5,4.1,2.55,3.5,2.95,3.25,3.6,2.5,3.5,3,3.5,3.5,218,77518,9443,0.4,,
+The Imitation Game (2014),90,92,73,8.2,8.1,5,4.6,4.5,4.6,3.65,4.1,4.05,4.5,4.5,3.5,4,4,566,334164,8055,0.4,,
+Taken 3 (2015),9,46,26,4.6,6.1,4.5,4.1,0.45,2.3,1.3,2.3,3.05,0.5,2.5,1.5,2.5,3,240,104235,6757,0.4,,
+Ted 2 (2015),46,58,48,6.5,6.6,4.5,4.1,2.3,2.9,2.4,3.25,3.3,2.5,3,2.5,3.5,3.5,197,49102,6437,0.4,,
+Southpaw (2015),59,80,57,8.2,7.8,5,4.6,2.95,4,2.85,4.1,3.9,3,4,3,4,4,128,23561,5597,0.4,,
+Night at the Museum: Secret of the Tomb (2014),50,58,47,5.8,6.3,4.5,4.1,2.5,2.9,2.35,2.9,3.15,2.5,3,2.5,3,3,103,50291,5445,0.4,,
+Pixels (2015),17,54,27,5.3,5.6,4.5,4.1,0.85,2.7,1.35,2.65,2.8,1,2.5,1.5,2.5,3,246,19521,3886,0.4,,
+McFarland, USA (2015),79,89,60,7.2,7.5,5,4.6,3.95,4.45,3,3.6,3.75,4,4.5,3,3.5,4,59,13769,3364,0.4,,
+Insidious: Chapter 3 (2015),59,56,52,6.9,6.3,4.5,4.1,2.95,2.8,2.6,3.45,3.15,3,3,2.5,3.5,3,115,25134,3276,0.4,,
+The Man From U.N.C.L.E. (2015),68,80,55,7.9,7.6,4.5,4.1,3.4,4,2.75,3.95,3.8,3.5,4,3,4,4,144,22104,2686,0.4,,
+Run All Night (2015),60,59,59,7.3,6.6,4.5,4.1,3,2.95,2.95,3.65,3.3,3,3,3,3.5,3.5,141,50438,2066,0.4,,
+Trainwreck (2015),85,74,75,6,6.7,4.5,4.1,4.25,3.7,3.75,3,3.35,4.5,3.5,4,3,3.5,169,27380,8381,0.4,,
+Selma (2014),99,86,89,7.1,7.5,5,4.6,4.95,4.3,4.45,3.55,3.75,5,4.5,4.5,3.5,4,316,45344,7025,0.4,,
+Ex Machina (2015),92,86,78,7.9,7.7,4.5,4.1,4.6,4.3,3.9,3.95,3.85,4.5,4.5,4,4,4,672,154499,3458,0.4,,
+Still Alice (2015),88,85,72,7.8,7.5,4.5,4.1,4.4,4.25,3.6,3.9,3.75,4.5,4.5,3.5,4,4,153,57123,1258,0.4,,
+Wild Tales (2014),96,92,77,8.8,8.2,4.5,4.1,4.8,4.6,3.85,4.4,4.1,5,4.5,4,4.5,4,107,50285,235,0.4,,
+The End of the Tour (2015),92,89,84,7.5,7.9,4.5,4.1,4.6,4.45,4.2,3.75,3.95,4.5,4.5,4,4,4,19,1320,121,0.4,,
+Red Army (2015),96,86,82,7.4,7.7,4.5,4.1,4.8,4.3,4.1,3.7,3.85,5,4.5,4,3.5,4,11,2275,54,0.4,,
+When Marnie Was There (2015),89,89,71,6.4,7.8,4.5,4.1,4.45,4.45,3.55,3.2,3.9,4.5,4.5,3.5,3,4,29,4160,46,0.4,,
+The Hunting Ground (2015),92,72,77,7.8,7.5,4.5,4.1,4.6,3.6,3.85,3.9,3.75,4.5,3.5,4,4,4,6,1196,42,0.4,,
+The Boy Next Door (2015),10,35,30,5.5,4.6,4,3.6,0.5,1.75,1.5,2.75,2.3,0.5,2,1.5,3,2.5,75,19658,2800,0.4,,
+Aloha (2015),19,31,40,4,5.5,3.5,3.1,0.95,1.55,2,2,2.75,1,1.5,2,2,3,67,12255,2284,0.4,,
+The Loft (2015),11,40,24,2.4,6.3,4,3.6,0.55,2,1.2,1.2,3.15,0.5,2,1,1,3,80,21319,811,0.4,,
+5 Flights Up (2015),52,47,55,6.8,6.1,4,3.6,2.6,2.35,2.75,3.4,3.05,2.5,2.5,3,3.5,3,6,2174,79,0.4,,
+Welcome to Me (2015),71,47,67,6.9,5.9,4,3.6,3.55,2.35,3.35,3.45,2.95,3.5,2.5,3.5,3.5,3,33,8301,56,0.4,,
+Saint Laurent (2015),51,45,52,6.8,6.3,3.5,3.1,2.55,2.25,2.6,3.4,3.15,2.5,2.5,2.5,3.5,3,8,2196,43,0.4,,
+Maps to the Stars (2015),60,46,67,5.8,6.3,3.5,3.1,3,2.3,3.35,2.9,3.15,3,2.5,3.5,3,3,46,22440,35,0.4,,
+I'll See You In My Dreams (2015),94,70,75,6.9,6.9,4,3.6,4.7,3.5,3.75,3.45,3.45,4.5,3.5,4,3.5,3.5,14,1151,281,0.4,,
+Timbuktu (2015),99,78,91,6.9,7.2,4,3.6,4.95,3.9,4.55,3.45,3.6,5,4,4.5,3.5,3.5,37,6246,74,0.4,,
+About Elly (2015),97,86,87,9.6,8.2,4,3.6,4.85,4.3,4.35,4.8,4.1,5,4.5,4.5,5,4,23,20659,43,0.4,,
+The Diary of a Teenage Girl (2015),95,81,87,6.3,7,4,3.6,4.75,4.05,4.35,3.15,3.5,5,4,4.5,3,3.5,18,1107,38,0.4,,
+Kingsman: The Secret Service (2015),75,84,58,7.9,7.8,4.5,4.2,3.75,4.2,2.9,3.95,3.9,4,4,3,4,4,1054,272204,15205,0.3,,
+Tomorrowland (2015),50,53,60,6.4,6.6,4,3.7,2.5,2.65,3,3.2,3.3,2.5,2.5,3,3,3.5,262,42937,8077,0.3,,
+The Divergent Series: Insurgent (2015),30,61,42,5.4,6.4,4.5,4.2,1.5,3.05,2.1,2.7,3.2,1.5,3,2,2.5,3,206,89618,7123,0.3,,
+Annie (2014),27,61,33,4.8,5.2,4.5,4.2,1.35,3.05,1.65,2.4,2.6,1.5,3,1.5,2.5,2.5,108,19222,6835,0.3,,
+Fantastic Four (2015),9,20,27,2.5,4,3,2.7,0.45,1,1.35,1.25,2,0.5,1,1.5,1.5,2,421,39838,6288,0.3,,
+Terminator Genisys (2015),26,60,38,6.4,6.9,4.5,4.2,1.3,3,1.9,3.2,3.45,1.5,3,2,3,3.5,779,85585,6272,0.3,,
+Pitch Perfect 2 (2015),67,68,63,5.7,6.7,4.5,4.2,3.35,3.4,3.15,2.85,3.35,3.5,3.5,3,3,3.5,192,56333,4577,0.3,,
+Entourage (2015),32,68,38,5.2,7.1,4.5,4.2,1.6,3.4,1.9,2.6,3.55,1.5,3.5,2,2.5,3.5,96,21914,4279,0.3,,
+The Age of Adaline (2015),54,68,51,7.4,7.3,4.5,4.2,2.7,3.4,2.55,3.7,3.65,2.5,3.5,2.5,3.5,3.5,100,45510,3325,0.3,,
+Hot Pursuit (2015),8,37,31,3.7,4.9,4,3.7,0.4,1.85,1.55,1.85,2.45,0.5,2,1.5,2,2.5,78,17061,2618,0.3,,
+The DUFF (2015),71,68,56,6.4,6.6,4.5,4.2,3.55,3.4,2.8,3.2,3.3,3.5,3.5,3,3,3.5,69,33594,2273,0.3,,
+Black or White (2015),39,68,45,7.9,6.6,4.5,4.2,1.95,3.4,2.25,3.95,3.3,2,3.5,2.5,4,3.5,24,4857,1862,0.3,,
+Project Almanac (2015),34,46,47,5.4,6.4,4,3.7,1.7,2.3,2.35,2.7,3.2,1.5,2.5,2.5,2.5,3,95,40057,1834,0.3,,
+Ricki and the Flash (2015),64,53,54,7,6.2,4,3.7,3.2,2.65,2.7,3.5,3.1,3,2.5,2.5,3.5,3,37,1769,1462,0.3,,
+Seventh Son (2015),12,35,30,3.9,5.5,3.5,3.2,0.6,1.75,1.5,1.95,2.75,0.5,2,1.5,2,3,126,41177,1213,0.3,,
+Mortdecai (2015),12,30,27,3.2,5.5,3.5,3.2,0.6,1.5,1.35,1.6,2.75,0.5,1.5,1.5,1.5,3,144,31878,1196,0.3,,
+Unfinished Business (2015),11,27,32,3.8,5.4,3.5,3.2,0.55,1.35,1.6,1.9,2.7,0.5,1.5,1.5,2,2.5,39,14346,821,0.3,,
+American Ultra (2015),46,52,50,6.8,6.5,4,3.7,2.3,2.6,2.5,3.4,3.25,2.5,2.5,2.5,3.5,3.5,42,3017,638,0.3,,
+True Story (2015),45,41,50,5.7,6.3,3.5,3.2,2.25,2.05,2.5,2.85,3.15,2.5,2,2.5,3,3,37,16069,540,0.3,,
+Child 44 (2015),26,44,41,5.3,6.4,4,3.7,1.3,2.2,2.05,2.65,3.2,1.5,2,2,2.5,3,73,19220,308,0.3,,
+Dark Places (2015),26,33,39,7.9,6.3,4,3.7,1.3,1.65,1.95,3.95,3.15,1.5,1.5,2,4,3,18,9856,55,0.3,,
+Birdman (2014),92,78,88,8,7.9,4,3.7,4.6,3.9,4.4,4,3.95,4.5,4,4.5,4,4,1171,303505,4194,0.3,,
+The Gift (2015),93,79,77,8.3,7.6,4,3.7,4.65,3.95,3.85,4.15,3.8,4.5,4,4,4,4,121,10891,2680,0.3,,
+Unfriended (2015),60,39,59,5.8,5.9,3,2.7,3,1.95,2.95,2.9,2.95,3,2,3,3,3,130,22348,2507,0.3,,
+Monkey Kingdom (2015),94,77,72,7.5,7.3,4.5,4.2,4.7,3.85,3.6,3.75,3.65,4.5,4,3.5,4,3.5,15,883,701,0.3,,
+Mr. Turner (2014),98,56,94,6.6,6.9,3.5,3.2,4.9,2.8,4.7,3.3,3.45,5,3,4.5,3.5,3.5,98,13296,290,0.3,,
+Seymour: An Introduction (2015),100,87,83,6,7.7,4.5,4.2,5,4.35,4.15,3,3.85,5,4.5,4,3,4,4,243,41,0.3,,
+The Wrecking Crew (2015),93,84,67,7,7.8,4.5,4.2,4.65,4.2,3.35,3.5,3.9,4.5,4,3.5,3.5,4,4,732,38,0.3,,
+American Sniper (2015),72,85,72,6.6,7.4,5,4.8,3.6,4.25,3.6,3.3,3.7,3.5,4.5,3.5,3.5,3.5,850,251856,34085,0.2,,
+Furious 7 (2015),81,84,67,6.8,7.4,5,4.8,4.05,4.2,3.35,3.4,3.7,4,4,3.5,3.5,3.5,764,207211,33538,0.2,,
+The Hobbit: The Battle of the Five Armies (2014),61,75,59,7,7.5,4.5,4.3,3.05,3.75,2.95,3.5,3.75,3,4,3,3.5,4,903,289464,15337,0.2,,
+San Andreas (2015),50,58,43,5.5,6.5,4.5,4.3,2.5,2.9,2.15,2.75,3.25,2.5,3,2,3,3.5,199,45723,9749,0.2,,
+Straight Outta Compton (2015),90,94,72,7.3,8.4,5,4.8,4.5,4.7,3.6,3.65,4.2,4.5,4.5,3.5,3.5,4,90,15982,8096,0.2,,
+Vacation (2015),27,55,34,6.2,6.3,4,3.8,1.35,2.75,1.7,3.1,3.15,1.5,3,1.5,3,3,72,8179,3815,0.2,,
+Chappie (2015),30,57,41,7.4,7,4,3.8,1.5,2.85,2.05,3.7,3.5,1.5,3,2,3.5,3.5,637,125088,3642,0.2,,
+Poltergeist (2015),31,24,47,3.7,5,3,2.8,1.55,1.2,2.35,1.85,2.5,1.5,1,2.5,2,2.5,142,21372,2704,0.2,,
+Paper Towns (2015),55,57,56,6.2,6.9,4,3.8,2.75,2.85,2.8,3.1,3.45,3,3,3,3,3.5,51,14156,1750,0.2,,
+Big Eyes (2014),72,69,62,7.5,7,4,3.8,3.6,3.45,3.1,3.75,3.5,3.5,3.5,3,4,3.5,127,39152,1501,0.2,,
+Blackhat (2015),34,25,51,5.4,5.4,3,2.8,1.7,1.25,2.55,2.7,2.7,1.5,1.5,2.5,2.5,2.5,80,27328,1430,0.2,,
+Self/less (2015),20,51,34,8.4,6.6,4,3.8,1,2.55,1.7,4.2,3.3,1,2.5,1.5,4,3.5,77,5626,1415,0.2,,
+Sinister 2 (2015),13,34,31,5,5.5,3.5,3.3,0.65,1.7,1.55,2.5,2.75,0.5,1.5,1.5,2.5,3,37,3200,973,0.2,,
+Little Boy (2015),20,81,30,5.9,7.4,4.5,4.3,1,4.05,1.5,2.95,3.7,1,4,1.5,3,3.5,38,5927,811,0.2,,
+Me and Earl and The Dying Girl (2015),81,89,74,8.4,8.2,4.5,4.3,4.05,4.45,3.7,4.2,4.1,4,4.5,3.5,4,4,41,5269,624,0.2,,
+Maggie (2015),54,32,52,6.5,5.6,3.5,3.3,2.7,1.6,2.6,3.25,2.8,2.5,1.5,2.5,3.5,3,90,18986,95,0.2,,
+Mad Max: Fury Road (2015),97,88,89,8.7,8.3,4.5,4.3,4.85,4.4,4.45,4.35,4.15,5,4.5,4.5,4.5,4,2375,292023,10509,0.2,,
+Spy (2015),93,82,75,6.3,7.3,4.5,4.3,4.65,4.1,3.75,3.15,3.65,4.5,4,4,3,3.5,318,66636,9418,0.2,,
+The SpongeBob Movie: Sponge Out of Water (2015),78,55,62,6.5,6.1,3.5,3.3,3.9,2.75,3.1,3.25,3.05,4,3,3,3.5,3,196,26046,4493,0.2,,
+Paddington (2015),98,81,77,8.2,7.2,4.5,4.3,4.9,4.05,3.85,4.1,3.6,5,4,4,4,3.5,149,38593,4045,0.2,,
+Dope (2015),87,86,72,7.2,7.5,4.5,4.3,4.35,4.3,3.6,3.6,3.75,4.5,4.5,3.5,3.5,4,43,4911,2195,0.2,,
+What We Do in the Shadows (2015),96,86,75,8.3,7.6,4.5,4.3,4.8,4.3,3.75,4.15,3.8,5,4.5,4,4,4,69,39561,259,0.2,,
+The Overnight (2015),82,65,65,8.6,6.9,3.5,3.3,4.1,3.25,3.25,4.3,3.45,4,3.5,3.5,4.5,3.5,13,867,110,0.2,,
+The Salt of the Earth (2015),96,90,83,7.8,8.4,4.5,4.3,4.8,4.5,4.15,3.9,4.2,5,4.5,4,4,4,13,6605,83,0.2,,
+Song of the Sea (2014),99,92,86,8.2,8.2,4.5,4.3,4.95,4.6,4.3,4.1,4.1,5,4.5,4.5,4,4,62,14067,66,0.2,,
+Fifty Shades of Grey (2015),25,42,46,3.2,4.2,4,3.9,1.25,2.1,2.3,1.6,2.1,1.5,2,2.5,1.5,2,778,179506,34846,0.1,,
+Get Hard (2015),29,48,34,3.8,6.1,4,3.9,1.45,2.4,1.7,1.9,3.05,1.5,2.5,1.5,2,3,145,50022,5933,0.1,,
+Focus (2015),57,54,56,6.2,6.6,4,3.9,2.85,2.7,2.8,3.1,3.3,3,2.5,3,3,3.5,167,101264,4933,0.1,,
+Jupiter Ascending (2015),26,40,40,4.5,5.5,3.5,3.4,1.3,2,2,2.25,2.75,1.5,2,2,2.5,3,503,105412,4122,0.1,,
+The Gallows (2015),16,27,30,7,4.4,3,2.9,0.8,1.35,1.5,3.5,2.2,1,1.5,1.5,3.5,2,80,5511,1896,0.1,,
+The Second Best Exotic Marigold Hotel (2015),62,63,51,6.1,6.6,4,3.9,3.1,3.15,2.55,3.05,3.3,3,3,2.5,3,3.5,41,12940,1870,0.1,,
+Strange Magic (2015),17,50,25,5.3,5.7,3.5,3.4,0.85,2.5,1.25,2.65,2.85,1,2.5,1.5,2.5,3,41,3658,1117,0.1,,
+The Gunman (2015),17,34,39,4.3,5.8,3.5,3.4,0.85,1.7,1.95,2.15,2.9,1,1.5,2,2,3,49,16663,996,0.1,,
+Hitman: Agent 47 (2015),7,49,28,3.3,5.9,4,3.9,0.35,2.45,1.4,1.65,2.95,0.5,2.5,1.5,1.5,3,67,4260,917,0.1,,
+Cake (2015),49,47,49,6.4,6.5,3.5,3.4,2.45,2.35,2.45,3.2,3.25,2.5,2.5,2.5,3,3.5,44,19627,482,0.1,,
+The Vatican Tapes (2015),13,21,37,5.4,4.6,3,2.9,0.65,1.05,1.85,2.7,2.3,0.5,1,2,2.5,2.5,5,952,210,0.1,,
+A Little Chaos (2015),40,47,51,7,6.4,4,3.9,2,2.35,2.55,3.5,3.2,2,2.5,2.5,3.5,3,7,4778,83,0.1,,
+The 100-Year-Old Man Who Climbed Out the Window and Disappeared (2015),67,69,58,4.6,7.1,4,3.9,3.35,3.45,2.9,2.3,3.55,3.5,3.5,3,2.5,3.5,5,17237,63,0.1,,
+Escobar: Paradise Lost (2015),52,52,56,6.9,6.6,4,3.9,2.6,2.6,2.8,3.45,3.3,2.5,2.5,3,3.5,3.5,7,7819,48,0.1,,
+Into the Woods (2014),71,50,69,6.1,6,3.5,3.4,3.55,2.5,3.45,3.05,3,3.5,2.5,3.5,3,3,307,81679,13055,0.1,,
+It Follows (2015),96,65,83,7.5,6.9,3,2.9,4.8,3.25,4.15,3.75,3.45,5,3.5,4,4,3.5,551,64656,2097,0.1,,
+Inherent Vice (2014),73,52,81,7.4,6.7,3,2.9,3.65,2.6,4.05,3.7,3.35,3.5,2.5,4,3.5,3.5,286,44711,1078,0.1,,
+A Most Violent Year (2014),90,69,79,7,7.1,3.5,3.4,4.5,3.45,3.95,3.5,3.55,4.5,3.5,4,3.5,3.5,133,32166,675,0.1,,
+While We're Young (2015),83,52,76,6.7,6.4,3,2.9,4.15,2.6,3.8,3.35,3.2,4,2.5,4,3.5,3,65,17647,449,0.1,,
+Clouds of Sils Maria (2015),89,67,78,7.1,6.8,3.5,3.4,4.45,3.35,3.9,3.55,3.4,4.5,3.5,4,3.5,3.5,36,11392,162,0.1,,
+Testament of Youth (2015),81,79,77,7.9,7.3,4,3.9,4.05,3.95,3.85,3.95,3.65,4,4,4,4,3.5,15,5495,127,0.1,,
+Infinitely Polar Bear (2015),80,76,64,7.9,7.2,4,3.9,4,3.8,3.2,3.95,3.6,4,4,3,4,3.5,8,1062,124,0.1,,
+Phoenix (2015),99,81,91,8,7.2,3.5,3.4,4.95,4.05,4.55,4,3.6,5,4,4.5,4,3.5,21,3687,70,0.1,,
+The Wolfpack (2015),84,73,75,7,7.1,3.5,3.4,4.2,3.65,3.75,3.5,3.55,4,3.5,4,3.5,3.5,8,1488,66,0.1,,
+The Stanford Prison Experiment (2015),84,87,68,8.5,7.1,4,3.9,4.2,4.35,3.4,4.25,3.55,4,4.5,3.5,4.5,3.5,6,950,51,0.1,,
+Tangerine (2015),95,86,86,7.3,7.4,4,3.9,4.75,4.3,4.3,3.65,3.7,5,4.5,4.5,3.5,3.5,14,696,36,0.1,,
+Magic Mike XXL (2015),62,64,60,5.4,6.3,4.5,4.4,3.1,3.2,3,2.7,3.15,3,3,3,2.5,3,52,11937,9363,0.1,,
+Home (2015),45,65,55,7.3,6.7,4.5,4.4,2.25,3.25,2.75,3.65,3.35,2.5,3.5,3,3.5,3.5,177,41158,7705,0.1,,
+The Wedding Ringer (2015),27,66,35,3.3,6.7,4.5,4.4,1.35,3.3,1.75,1.65,3.35,1.5,3.5,2,1.5,3.5,126,37292,6506,0.1,,
+Woman in Gold (2015),52,81,51,7.2,7.4,4.5,4.4,2.6,4.05,2.55,3.6,3.7,2.5,4,2.5,3.5,3.5,72,17957,2435,0.1,,
+The Last Five Years (2015),60,60,60,6.9,6,4.5,4.4,3,3,3,3.45,3,3,3,3,3.5,3,20,4110,99,0.1,,
+Mission: Impossible – Rogue Nation (2015),92,90,75,8,7.8,4.5,4.4,4.6,4.5,3.75,4,3.9,4.5,4.5,4,4,4,362,82579,8357,0.1,,
+Amy (2015),97,91,85,8.8,8,4.5,4.4,4.85,4.55,4.25,4.4,4,5,4.5,4.5,4.5,4,60,5630,729,0.1,,
+Jurassic World (2015),71,81,59,7,7.3,4.5,4.5,3.55,4.05,2.95,3.5,3.65,3.5,4,3,3.5,3.5,1281,241807,34390,0,,
+Minions (2015),54,52,56,5.7,6.7,4,4,2.7,2.6,2.8,2.85,3.35,2.5,2.5,3,3,3.5,204,55895,14998,0,,
+Max (2015),35,73,47,5.9,7,4.5,4.5,1.75,3.65,2.35,2.95,3.5,2,3.5,2.5,3,3.5,15,5444,3412,0,,
+Paul Blart: Mall Cop 2 (2015),5,36,13,2.4,4.3,3.5,3.5,0.25,1.8,0.65,1.2,2.15,0.5,2,0.5,1,2,211,15004,3054,0,,
+The Longest Ride (2015),31,73,33,4.8,7.2,4.5,4.5,1.55,3.65,1.65,2.4,3.6,1.5,3.5,1.5,2.5,3.5,49,25214,2603,0,,
+The Lazarus Effect (2015),14,23,31,4.9,5.2,3,3,0.7,1.15,1.55,2.45,2.6,0.5,1,1.5,2.5,2.5,62,17691,1651,0,,
+The Woman In Black 2 Angel of Death (2015),22,25,42,4.4,4.9,3,3,1.1,1.25,2.1,2.2,2.45,1,1.5,2,2,2.5,55,14873,1333,0,,
+Danny Collins (2015),77,75,58,7.1,7.1,4,4,3.85,3.75,2.9,3.55,3.55,4,4,3,3.5,3.5,33,11206,531,0,,
+Spare Parts (2015),52,83,50,7.1,7.2,4.5,4.5,2.6,4.15,2.5,3.55,3.6,2.5,4,2.5,3.5,3.5,7,47377,450,0,,
+Serena (2015),18,25,36,5.3,5.4,3,3,0.9,1.25,1.8,2.65,2.7,1,1.5,2,2.5,2.5,19,12165,50,0,,
+Inside Out (2015),98,90,94,8.9,8.6,4.5,4.5,4.9,4.5,4.7,4.45,4.3,5,4.5,4.5,4.5,4.5,807,96252,15749,0,,
+Mr. Holmes (2015),87,78,67,7.9,7.4,4,4,4.35,3.9,3.35,3.95,3.7,4.5,4,3.5,4,3.5,33,7367,1348,0,,
+'71 (2015),97,82,83,7.5,7.2,3.5,3.5,4.85,4.1,4.15,3.75,3.6,5,4,4,4,3.5,60,24116,192,0,,
+Two Days, One Night (2014),97,78,89,8.8,7.4,3.5,3.5,4.85,3.9,4.45,4.4,3.7,5,4,4.5,4.5,3.5,123,24345,118,0,,
+Gett: The Trial of Viviane Amsalem (2015),100,81,90,7.3,7.8,3.5,3.5,5,4.05,4.5,3.65,3.9,5,4,4.5,3.5,4,19,1955,59,0,,
+Kumiko, The Treasure Hunter (2015),87,63,68,6.4,6.7,3.5,3.5,4.35,3.15,3.4,3.2,3.35,4.5,3,3.5,3,3.5,19,5289,41,0,,
diff --git a/fandango/fandango_scrape.csv b/fandango/fandango_scrape.csv
new file mode 100644
index 0000000..d46d8e6
--- /dev/null
+++ b/fandango/fandango_scrape.csv
@@ -0,0 +1,511 @@
+FILM,STARS,RATING,VOTES
+Fifty Shades of Grey (2015),4,3.9,34846
+Jurassic World (2015),4.5,4.5,34390
+American Sniper (2015),5,4.8,34085
+Furious 7 (2015),5,4.8,33538
+Inside Out (2015),4.5,4.5,15749
+The Hobbit: The Battle of the Five Armies (2014),4.5,4.3,15337
+Kingsman: The Secret Service (2015),4.5,4.2,15205
+Minions (2015),4,4,14998
+Avengers: Age of Ultron (2015),5,4.5,14846
+Into the Woods (2014),3.5,3.4,13055
+Cinderella (2015),5,4.5,12640
+Ant-Man (2015),5,4.5,12055
+Mad Max: Fury Road (2015),4.5,4.3,10509
+San Andreas (2015),4.5,4.3,9749
+Unbroken (2014),4.5,4.1,9443
+Spy (2015),4.5,4.3,9418
+Magic Mike XXL (2015),4.5,4.4,9363
+Trainwreck (2015),4.5,4.1,8381
+Mission: Impossible - Rogue Nation (2015),4.5,4.4,8357
+Straight Outta Compton (2015),5,4.8,8096
+Tomorrowland (2015),4,3.7,8077
+The Imitation Game (2014),5,4.6,8055
+Home (2015),4.5,4.4,7705
+The Divergent Series: Insurgent (2015),4.5,4.2,7123
+Selma (2014),5,4.6,7025
+Annie (2014),4.5,4.2,6835
+Taken 3 (2015),4.5,4.1,6757
+The Wedding Ringer (2015),4.5,4.4,6506
+Ted 2 (2015),4.5,4.1,6437
+Fantastic Four (2015),3,2.7,6288
+Terminator Genisys (2015),4.5,4.2,6272
+Get Hard (2015),4,3.9,5933
+Southpaw (2015),5,4.6,5597
+Night at the Museum: Secret of the Tomb (2014),4.5,4.1,5445
+Focus (2015),4,3.9,4933
+Pitch Perfect 2 (2015),4.5,4.2,4577
+The SpongeBob Movie: Sponge Out of Water (2015),3.5,3.3,4493
+Entourage (2015),4.5,4.2,4279
+Birdman (2014),4,3.7,4194
+Jupiter Ascending (2015),3.5,3.4,4122
+Paddington (2015),4.5,4.3,4045
+Pixels (2015),4.5,4.1,3886
+Vacation (2015),4,3.8,3815
+Dragon Ball Z: Resurrection 'F' (2015),5,4.8,3740
+Chappie (2015),4,3.8,3642
+Ex Machina (2015),4.5,4.1,3458
+Max (2015),4.5,4.5,3412
+"McFarland, USA (2015)",5,4.6,3364
+The Age of Adaline (2015),4.5,4.2,3325
+Insidious: Chapter 3 (2015),4.5,4.1,3276
+Top Five (2014),4,3.5,3223
+Paul Blart: Mall Cop 2 (2015),3.5,3.5,3054
+The Boy Next Door (2015),4,3.6,2800
+Poltergeist (2015),3,2.8,2704
+The Man From U.N.C.L.E. (2015),4.5,4.1,2686
+The Gift (2015),4,3.7,2680
+Hot Pursuit (2015),4,3.7,2618
+The Longest Ride (2015),4.5,4.5,2603
+Unfriended (2015),3,2.7,2507
+Woman in Gold (2015),4.5,4.4,2435
+Aloha (2015),3.5,3.1,2284
+The DUFF (2015),4.5,4.2,2273
+Dope (2015),4.5,4.3,2195
+It Follows (2015),3,2.9,2097
+Run All Night (2015),4.5,4.1,2066
+Baahubali: The Beginning (2015),5,4.6,1922
+The Gallows (2015),3,2.9,1896
+The Second Best Exotic Marigold Hotel (2015),4,3.9,1870
+Black or White (2015),4.5,4.2,1862
+Project Almanac (2015),4,3.7,1834
+Do You Believe? (2015),5,4.5,1793
+Paper Towns (2015),4,3.8,1750
+The Lazarus Effect (2015),3,3,1651
+Big Eyes (2014),4,3.8,1501
+Ricki and the Flash (2015),4,3.7,1462
+Blackhat (2015),3,2.8,1430
+Self/less (2015),4,3.8,1415
+Mr. Holmes (2015),4,4,1348
+The Woman In Black 2 Angel of Death (2015),3,3,1333
+Still Alice (2015),4.5,4.1,1258
+Seventh Son (2015),3.5,3.2,1213
+Mortdecai (2015),3.5,3.2,1196
+Strange Magic (2015),3.5,3.4,1117
+Inherent Vice (2014),3,2.9,1078
+Bajrangi Bhaijaan (2015),5,4.6,1035
+Hot Tub Time Machine 2 (2015),3.5,3,1021
+The Gunman (2015),3.5,3.4,996
+Sinister 2 (2015),3.5,3.3,973
+Hitman: Agent 47 (2015),4,3.9,917
+Shaun the Sheep Movie (2015),4.5,4,896
+Love & Mercy (2015),4.5,4,864
+Unfinished Business (2015),3.5,3.2,821
+The Loft (2015),4,3.6,811
+Little Boy (2015),4.5,4.3,811
+Far From The Madding Crowd (2015),4.5,4,804
+Amy (2015),4.5,4.4,729
+TCM presents Jaws 40th Anniversary (2015),5,4.8,716
+Monkey Kingdom (2015),4.5,4.2,701
+A Most Violent Year (2014),3.5,3.4,675
+American Ultra (2015),4,3.7,638
+Me and Earl and The Dying Girl (2015),4.5,4.3,624
+True Story (2015),3.5,3.2,540
+A La Mala (2015),5,4.6,536
+Danny Collins (2015),4,4,531
+Srimanthudu (2015),4.5,4.1,496
+Cake (2015),3.5,3.4,482
+Spare Parts (2015),4.5,4.5,450
+While We're Young (2015),3,2.9,449
+The Last: Naruto the Movie (2015),5,4.8,409
+Tanu Weds Manu Returns (2015),4.5,4.5,400
+The Water Diviner (2015),4.5,4,397
+The Breakfast Club 30th Anniversary (2015),5,4.9,381
+DIl Dhadakne Do (2015),4,4,316
+Child 44 (2015),4,3.7,308
+Mr. Turner (2014),3.5,3.2,290
+I'll See You In My Dreams (2015),4,3.6,281
+Star Wars: Episode VII - The Force Awakens (2015),5,4.7,261
+What We Do in the Shadows (2015),4.5,4.3,259
+Irrational Man (2015),4,3.5,252
+Wild Tales (2014),4.5,4.1,235
+Where Hope Grows (2015),4.5,4.3,225
+TCM presents Grease Sing-A-Long (2015),5,4.6,219
+Black Sea (2015),4,3.5,218
+NT Live: The Audience (2015),5,4.7,215
+The Vatican Tapes (2015),3,2.9,210
+'71 (2015),3.5,3.5,192
+Beyond the Mask (2015),4.5,4.4,189
+Faith Of Our Fathers (2015),4,3.9,186
+Chocolate City (2015),4,3.8,176
+Clouds of Sils Maria (2015),3.5,3.4,162
+TCM presents Double Indemnity (2015),5,4.8,131
+DCI 2015 Tour Premiere (2015),5,4.7,128
+Testament of Youth (2015),4,3.9,127
+Infinitely Polar Bear (2015),4,3.9,124
+David and Goliath (2015),3.5,3.2,123
+The End of the Tour (2015),4.5,4.1,121
+"Two Days, One Night (2014)",3.5,3.5,118
+Drishyam (2015),4.5,4.4,117
+Bolshoi Ballet: Swan Lake (2015),4.5,4.1,112
+Insider Access to Disney Pixar’s Inside Out (2015),5,4.7,110
+The Overnight (2015),3.5,3.3,110
+Detective Byomkesh Bakshy (2015),4,3.9,109
+The Last Five Years (2015),4.5,4.4,99
+Maggie (2015),3.5,3.3,95
+RangiTaranga (2015),5,4.8,85
+Ode to My Father (2014),5,4.6,83
+The Salt of the Earth (2015),4.5,4.3,83
+A Little Chaos (2015),4,3.9,83
+Angrej (2015),5,4.8,80
+5 Flights Up (2015),4,3.6,79
+Dior and I (2015),4,4,75
+Timbuktu (2015),4,3.6,74
+Brothers: Blood Against Blood (2015),4,4,74
+Phoenix (2015),3.5,3.4,70
+Above and Beyond (2015),4.5,4.4,70
+Bolshoi Ballet: The Nutcracker (2014),4.5,4.4,70
+Bolshoi Ballet: Romeo And Juliet (2015),4.5,4.2,68
+A Girl Like Her (2015),4.5,4.2,66
+Song of the Sea (2014),4.5,4.3,66
+The Wolfpack (2015),3.5,3.4,66
+Effie Gray (2015),3,2.8,65
+Leviathan (2014),4,3.5,64
+Cartel Land (2015),4.5,4.2,64
+Sardaar Ji (2015),4.5,4.4,64
+Classic Music Series: Led Zeppelin (2015),4.5,4.5,64
+The 100-Year-Old Man Who Climbed Out the Window and Disappeared (2015),4,3.9,63
+Exhibition OnScreen: The Impressionists (2015),4,4,62
+The Hunger Games: Mockingjay - Part 2 (2015),5,4.7,61
+Kick 2 (2015),3,2.7,60
+Royal Ballet: Swan Lake (2015),5,4.5,59
+Iris (2015),4,3.8,59
+Gett: The Trial of Viviane Amsalem (2015),3.5,3.5,59
+ABCD 2 (2015),4,3.8,58
+War Room (2015),4,3.8,58
+Assassination (2015),5,4.6,57
+Welcome to Me (2015),4,3.6,56
+The Metropolitan Opera: Iolanta/Duke Bluebeard's Castle (2015),4,3.7,56
+Dark Places (2015),4,3.7,55
+Red Army (2015),4.5,4.1,54
+Deli Man (2015),4,3.8,54
+The Stanford Prison Experiment (2015),4,3.9,51
+Exhibition OnScreen: Vincent Van Gogh (2015),4.5,4.1,50
+Unity (2015),4.5,4.2,50
+Spectre (2015),4.5,4.3,50
+Bin Roye (2015),4.5,4.4,50
+Serena (2015),3,3,50
+Escobar: Paradise Lost (2015),4,3.9,48
+When Marnie Was There (2015),4.5,4.1,46
+Felix and Meira (2015),3.5,3.2,46
+Exhibition OnScreen: Matisse (2015),4.5,4,45
+Twinsters (2015),5,4.5,44
+Meru (2015),4.5,4.5,44
+Saint Laurent (2015),3.5,3.1,43
+About Elly (2015),4,3.6,43
+Masss (2015),4,3.7,43
+The Hunting Ground (2015),4.5,4.1,42
+Merchants of Doubt (2014),4,3.7,42
+Hamari Adhuri Kahani (2015),4.5,4.1,41
+Seymour: An Introduction (2015),4.5,4.2,41
+"Kumiko, The Treasure Hunter (2015)",3.5,3.5,41
+Premam (2015),5,4.5,40
+NH 10 (2015),3.5,3.2,39
+The Diary of a Teenage Girl (2015),4,3.6,38
+The Wrecking Crew (2015),4.5,4.2,38
+King Lear (Stratford Festival) (2015),4.5,4.2,36
+Tangerine (2015),4,3.9,36
+Maps to the Stars (2015),3.5,3.1,35
+Do I Sound Gay? (2015),3,2.7,32
+Triumph in the Skies (2015),4,3.8,32
+In the Name of my Daughter (2015),4,3.5,31
+The Metropolitan Opera: La Donna del Lago Encore (2015),4.5,4,30
+The Oscar Nominated Short Films 2015: Live Action (2015),3.5,3.4,30
+Just the Way You Are (2014) (2015),5,4.8,29
+Man From Reno (2015),4,4,29
+Slow West (2015),4,4,29
+Exhibition OnScreen: Girl with the Pearl Earring (2015),4.5,4.2,28
+Daryl Hall & John Oates: Recorded Live From Dublin (2015),4.5,4.3,28
+PlantPure Nation (2015),5,4.9,28
+Desert Dancer (2015),4,4,28
+Boulevard (2015),4.5,4.1,27
+Classic Music Series: Aerosmith (2015),5,4.6,27
+Samba (2015),4,3.8,26
+Antony and Cleopatra (Stratford Festival) (2015),3.5,3,25
+The Voices (2015),4,3.6,25
+Big Game (2015),4,3.5,24
+5 to 7 (2015),3.5,3.4,24
+Let's Get Married (2015),4.5,4.4,24
+The Algerian (2015),5,4.5,23
+Good Kill (2015),4,3.6,23
+The Metropolitan Opera: Cavalleria Rusticana/Paliacci (2015),4.5,4.3,23
+Mommy (2015),4,3.9,23
+The Oscar Nominated Short Films 2015: Animated (2015),4.5,4.1,22
+Jil (2015),3.5,3.2,22
+Batkid Begins (2015),4.5,4.2,22
+3 Hearts  (2015),3,2.8,22
+Cop Car (2015),3.5,3.4,22
+Survivor (2015),3.5,3.2,21
+Gemma Bovery (2015),3,2.8,21
+She's Funny That Way (2015),4,3.8,21
+Zombeavers (2015),4,3.8,21
+Maari (2015),4.5,4.4,21
+Ballet 422 (2015),3,3,21
+No Escape (2015),4,4,21
+Mistress America (2015),4,3.6,20
+Best of Enemies (2015),3.5,3.3,20
+Jimmy's Hall (2015),3.5,3.4,20
+Human Capital (2015),4,3.5,19
+White God (2015),4,3.6,19
+Boychoir (2015),5,4.7,19
+Listen to Me Marlon (2015),3.5,3.3,19
+An Honest Liar (2015),4,3.8,19
+A LEGO Brickumentary (2015),4.5,4.4,19
+The Connection (2015),4,3.7,18
+Walt Before Mickey  (2015),5,4.7,18
+Results (2015),3,3,18
+Heaven Knows What (2015),4,3.5,17
+Lambert & Stamp (2015),4,3.7,17
+Go Away Mr. Tumor (2015),4.5,4.2,17
+What We Did on Our Holiday (2015),4.5,4.3,17
+Tangerines (2015),4,3.9,17
+Last Knights (2015),5,4.7,16
+Manglehorn (2015),2.5,2.3,16
+Learning to Drive (2015),4.5,4.1,15
+That Thing Called Tadhana (2015),4,3.6,15
+Sunshine Superman (2015),4.5,4.2,15
+The Farewell Party (2015),3.5,3.3,15
+Paulette (2015),4.5,4.1,14
+Once I Was a Beehive (2015),5,4.6,14
+Vasuvum Saravananum Onna Padichavanga (2015),3.5,3.1,14
+Monsters: Dark Continent (2015),3.5,3.2,14
+Snow Girl and the Dark Crystal 3D (2015),4,3.8,14
+Grandma (2015),4,3.9,14
+Can't Stand Losing You: Surviving The Police (2015),4.5,4.4,14
+The Green Inferno (2015),4.5,4.4,14
+The Young and Prodigious T.S. Spivet (2015),4.5,4.1,13
+Kill Me Three Times (2015),3.5,3.2,13
+Runoff (2015),4.5,4.2,13
+Matt Shepard Is a Friend of Mine (2015),5,4.9,13
+Aloft (2015),3,3,13
+Kahlil Gibran's The Prophet (2015),4,4,13
+Lost and Love (Shi Gu) (2015),5,4.6,12
+The Tribe (2015),4,4,12
+All Is Well (2015),3,2.6,11
+Eden (2015),3.5,3.1,11
+Spring (2015),4,3.6,11
+A Pigeon Sat on a Branch Reflecting on Existence (2015),3.5,3.2,11
+Deadpool (2016),5,4.7,11
+Queen and Country (2015),4,3.8,11
+The Duke of Burgundy (2015),3.5,3.4,11
+Girlhood (2015),4,3.5,10
+Madame Bovary (2015),4,3.6,10
+Cymbeline (2015),4,3.7,10
+" Like Sunday, Like Rain (2015)",4,3.7,10
+THE DEATH OF SUPERMAN LIVES: WHAT HAPPENED? (2015),5,4.7,10
+The Riot Club (2015),3.5,3.3,10
+The Salvation (2015),4,3.9,10
+National Theatre Live: Man and Superman (2015),5,5,10
+How to Fight in Six Inch Heels (2015),4.5,4.1,9
+Superfast! (2015),5,4.6,9
+Tinker Bell and the Legend of the NeverBeast (2015),5,4.6,9
+Gabriel (2015),4,3.6,9
+The Search for General Tso (2015),3.5,3.3,9
+Julie Taymor's Midsummer Night's Dream (2015),4.5,4.4,9
+Love Live! The School Idol Movie (2015),5,4.9,9
+Maze Runner: The Scorch Trials (2015),5,5,9
+Dark Awakening (2015),4,3.5,8
+12 Golden Ducks (2015),5,4.5,8
+Kurt Cobain: Montage of Heck (2015),5,4.6,8
+Only You (2015),5,4.6,8
+The Outrageous Sophie Tucker (2015),4,3.6,8
+Eastern Boys (2015),3.5,3.3,8
+Amira & Sam (2015),5,4.8,8
+Barely Lethal (2015),5,4.8,8
+Into The Grizzly Maze (2015),3.5,3.4,8
+The Look of Silence (2015),3.5,3.4,8
+I Am Big Bird: The Caroll Spinney Story (2015),4,3.9,8
+Humpback Whales (2015),4.5,4.4,8
+Cheatin' (2015),5,5,8
+After Words (2015),4,3.6,7
+Beloved Sisters (2014),3.5,3.3,7
+Cut Bank (2015),3.5,3.3,7
+Six Dance Lessons in Six Weeks (2014),3,3,7
+The Pardon (2015),4,4,7
+League of Legends LCS Summer Finals (2015),5,5,7
+Vaalu (2015),2,1.5,6
+The Little Death (2015),5,4.5,6
+Live From New York! (2015),4.5,4.2,6
+Backcountry (2015),4,3.8,6
+Some Kind of Beautiful (2015),4,4,6
+Hotel Transylvania 2 (2015),5,5,6
+Soaked In Bleach (2015),5,5,6
+I Believe in Unicorns (2015),5,4.6,5
+Living in the Age of Airplanes (2015),4,3.6,5
+We Are Your Friends (2015),4,3.6,5
+The Falling (2015),3.5,3.2,5
+The Peanuts Movie (2015),4.5,4.2,5
+Ennum Eppozhum (2015),3,2.8,5
+The Ark Of Mr. Chow (2015),3,2.8,5
+Humpback Whales 3D (2015),4,3.8,5
+Police Story: Lockdown (2015),5,4.8,5
+Fresh Dressed (2015),4.5,4.4,5
+Two Step (2015),4.5,4.4,5
+An Open Secret (2015),3,3,5
+"3 1/2 Minutes, Ten Bullets (2015)",4,4,5
+Bonobos: Back To The Wild (2015),4,4,5
+Magician: The Astonishing Life and Work of Orson Welles (2014),4,4,5
+Detective K: Secret of the Lost Island (2015),3,2.5,4
+Fort Tilden (2015),3,2.5,4
+ESL One Cologne Counter-Strike: GO Finals Live (2015),4,3.5,4
+"People, Places, Things (2015)",5,4.5,4
+Ten Thousand Saints (2015),5,4.5,4
+The Yes Men Are Revolting (2015),5,4.5,4
+24 Days (2015),3.5,3.3,4
+Black Mass (2015),3.5,3.3,4
+Komban (2015),3.5,3.3,4
+Cupcakes (2015),4,3.8,4
+Misery Loves Comedy (2015),4,3.8,4
+Rakshasudu (2015),4,3.8,4
+Wonderful Nightmare (2015),4,3.8,4
+Indru Netru Naalai (2015),4.5,4.3,4
+I Am Chris Farley (2015),5,4.8,4
+The Good Dinosaur (2015),5,4.8,4
+The Mafia Only Kills in Summer (2015),3,3,4
+Legends from the Sky (2015),4,4,4
+SBK The-Movie (2015),4,4,4
+National Theatre Live: The Hard Problem (2015),5,5,4
+The Boy (2015),5,5,4
+The Perfect Guy (2015),5,5,4
+Forbidden Films (2015),3,2.7,3
+A Poem Is a Naked Person (2015),4,3.7,3
+Buzzard (2015),4,3.7,3
+Court (2015),4,3.7,3
+A Walk in the Woods (2015),4.5,4.3,3
+Drafthouse Films: ROAR (2015),4.5,4.3,3
+The Girl is in Trouble (2015),4.5,4.3,3
+Winning: The Racing Life Of Paul Newman (2015),4.5,4.3,3
+Don't Think I've Forgotten: Cambodia's Lost Rock and Roll (2015),4,4,3
+Dukale's Dream (2015),4,4,3
+Marie's Story (2015),4,4,3
+Royal Ballet: The Winter’s Tale (2015),4,4,3
+Fall to Rise (2015),5,5,3
+Turbo Kid (2015),5,4,2
+Hunting Elephants (2015),3,2.5,2
+Felt (2015),4,3.5,2
+October Gale (2015),2,2,2
+1001 Grams (2015),3,3,2
+Charlie's Country (2015),3,3,2
+Jauja (2015),3,3,2
+Love at First Fight (2015),3,3,2
+The Lovers (2015),3,3,2
+Welcome to New York (2015),3,3,2
+Rebels of the Neon God (2015),4,4,2
+The Visit (2015),4,4,2
+We Come as Friends (1),4,4,2
+Appropriate Behavior (2015),5,5,2
+Dogs on the Inside (2015),5,5,2
+She's Lost Control (2015),5,5,2
+The Forecaster (2015),5,5,2
+The Seven Five (2015),5,5,2
+The Transporter Refueled (2015),5,5,2
+Tiger (2015),5,5,2
+Maya the Bee Movie (2015),1,1,1
+Nannbenda (2015),1,1,1
+Ned Rifle (2015),1,1,1
+Closer to the Moon (2015),2,2,1
+Treading Water (2015),2,2,1
+Amour Fou (2015),3,3,1
+Dark Star: H.R. Giger's World (2015),3,3,1
+Empire of Lust (2015),3,3,1
+Hungry Hearts (2015),3,3,1
+Nannbenda (2015),3,3,1
+"One Cut, One Life (2015)",3,3,1
+The Face of an Angel (2015),3,3,1
+The Living (2015),3,3,1
+Wild Canaries (2015),3,3,1
+Buggs Bunny (2015),4,4,1
+Digging for Fire (2015),4,4,1
+Every Last Child (2015),4,4,1
+Journey to Space (2015),4,4,1
+Kidnapping Mr. Heineken (2015),4,4,1
+Reality (2015),4,4,1
+Stung (2015),4,4,1
+The Mend (1),4,4,1
+A Hard Day (2015),5,5,1
+A Midsummer Night's Dream (2015),5,5,1
+A Murder In The Park (2015),5,5,1
+Bound to Vengeance (2015),5,5,1
+Captive (2015),5,5,1
+Far From Men (2015),5,5,1
+L.A. Slasher (2015),5,5,1
+Sexy et en cavale (2015),5,5,1
+That Guy Dick Miller (2015),5,5,1
+That Sugar Film (2015),5,5,1
+The Intern (2015),5,5,1
+The Park Bench (2015),5,5,1
+The Wanted 18 (2015),5,5,1
+Z For Zachariah (2015),5,5,1
+6 Years (2015),0,0,0
+7 Minutes (2015),0,0,0
+A Year in Champagne (2015),0,0,0
+Balls Out (2015),0,0,0
+Before I Wake (2015),0,0,0
+Big Significant Things (2015),0,0,0
+Caprice (2015),0,0,0
+Cas désespéré (2015),0,0,0
+Chagall Malevich (2015),0,0,0
+Coffee Bloom (2015),0,0,0
+Come Blow Your Horn (2015),0,0,0
+Dan's Motel (2015),0,0,0
+Ego Trip (2015),0,0,0
+El Cartel De La Papa (2015),0,0,0
+"Electric Boogaloo: The Wild, Untold Story of Cannon Films (2015)",0,0,0
+Electric Slide (2015),0,0,0
+Elephant Song (2015),0,0,0
+Eli (2015),0,0,0
+Espionne (2015),0,0,0
+Farewell to Hollywood (2015),0,0,0
+Glass Chin (2015),0,0,0
+Guidance (2015),0,0,0
+Gun & Goal (2015),0,0,0
+How to Change the World (2015),0,0,0
+Insanity (2015),0,0,0
+Jilebi (2015),0,0,0
+Journey to Space 3D (2015),0,0,0
+La dame en or (1),0,0,0
+La face cache de Margo (2015),0,0,0
+La leon (2015),0,0,0
+La passion d'Augustine (2015),0,0,0
+Le gaucher (2015),0,0,0
+Le monde de demain (2015),0,0,0
+Le tireur (2015),0,0,0
+Little Big Master (2015),0,0,0
+Loin de la foule dchan; (2015),0,0,0
+Mateo (2015),0,0,0
+Melody (2015),0,0,0
+Memories of the Sword (2015),0,0,0
+Monde Jurassique (2015),0,0,0
+Munde Kamaal De (2015),0,0,0
+My Italian Secret: The Forgotten Heroes (2015),0,0,0
+New Movie (1),0,0,0
+Of Horses and Men (2015),0,0,0
+One & Two (2015),0,0,0
+One and Two (2015),0,0,0
+Our Man in Tehran (2015),0,0,0
+Pa! Por Mis Hijos Lo Que Sea (2015),0,0,0
+Paulo Coelho's Best Story (2015),0,0,0
+Prison 101 (1),0,0,0
+Queen of Earth  (2015),0,0,0
+SDLFF: A Photographer's Journey (2015),0,0,0
+"Searching For Home, Coming Back From War (2015)",0,0,0
+Selam Bahara Yolculuk (2015),0,0,0
+Set Fire to the Stars (2015),0,0,0
+Shake the Dust (2015),0,0,0
+Sleeping With Other People (2015),0,0,0
+Specticast: From Here to Eternity (2015),0,0,0
+The Curse of Downers Grove (2015),0,0,0
+THE HIDDEN ROOM / THE SLEEPING TIGER (2015),0,0,0
+The Merchant of Venice: Presented by RSC (2015),0,0,0
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+Valiyavan (2015),0,0,0
+WWE SummerSlam 2015 (2015),0,0,0
+Yagavarayinum Naa Kaakka (2015),0,0,0
+"Yesterday, Today and Tomorrow (1964)",0,0,0
+Zarafa (1),0,0,0