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README.md
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# Fandango
This directory contains the data behind the story [Be Suspicious Of Online Movie Ratings, Especially Fandango’s](http://fivethirtyeight.com/features/fandango-movies-ratings/).
`fandango_score_comparison.csv` contains every 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
`fandango_scrape.csv` contains 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.
Context
This is a dataset from [FiveThirtyEight](https://fivethirtyeight.com/) hosted on their [GitHub](https://github.com/fivethirtyeight/data). Explore FiveThirtyEight data using Kaggle and all of the data sources available through the FiveThirtyEight [organization page](https://www.kaggle.com/fivethirtyeight)!
* Update Frequency: This dataset is updated daily.
Acknowledgements
This dataset is maintained using GitHub's [API](https://developer.github.com/v3/?) and Kaggle's [API](https://github.com/Kaggle/kaggle-api).
This dataset is distributed under the [Attribution 4.0 International (CC BY 4.0)](https://creativecommons.org/licenses/by/4.0/) license.
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