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A python implementation of the Data Viz Day visualization.
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Walker Waylon Scott 2b58d707f5 feat(etl) Initial etl commit 
Added etl to load in data.  Extra data features may be added later as they are identified.
2017-06-26 19:31:49 -05:00
data/raw feat(data) Added movie_metadata.csv 2017-06-26 19:30:35 -05:00
src feat(etl) Initial etl commit 2017-06-26 19:31:49 -05:00
wireframe feat(wireframe) Wireframe mockups added. 2017-06-26 14:13:22 -05:00
.gitignore Initial commit 2017-06-19 08:03:33 -05:00
LICENSE Initial commit 2017-06-19 08:03:33 -05:00
README.md Update(docs) README.md updated 2017-06-26 14:41:29 -05:00

README.md

pyDataVizDay

A python implementation of the Data Viz Day visualization.

Dataset

This project will be using the Kaggle IMDB 5000 Movie Dataset. It is a collection of 5000 movie metadata pulled from the IMDB website. It contains

first 5 rows of data

color director_name num_critic_for_reviews duration director_facebook_likes actor_3_facebook_likes actor_2_name actor_1_facebook_likes gross genres actor_1_name movie_title num_voted_users cast_total_facebook_likes actor_3_name facenumber_in_poster plot_keywords movie_imdb_link num_user_for_reviews language country content_rating budget title_year actor_2_facebook_likes imdb_score aspect_ratio movie_facebook_likes
0 Color James Cameron 723 178 0 855 Joel David Moore 1000 7.60506e+08 Action/Adventure/Fantasy/Sci-Fi CCH Pounder Avatar 886204 4834 Wes Studi 0 avatar/future/marine/native/paraplegic http://www.imdb.com/title/tt0499549/?ref_=fn_tt_tt_1 3054 English USA PG-13 2.37e+08 2009 936 7.9 1.78 33000
1 Color Gore Verbinski 302 169 563 1000 Orlando Bloom 40000 3.09404e+08 Action/Adventure/Fantasy Johnny Depp Pirates of the Caribbean- At World's End 471220 48350 Jack Davenport 0 goddess/marriage ceremony/marriage proposal/pirate/singapore http://www.imdb.com/title/tt0449088/?ref_=fn_tt_tt_1 1238 English USA PG-13 3e+08 2007 5000 7.1 2.35 0
2 Color Sam Mendes 602 148 0 161 Rory Kinnear 11000 2.00074e+08 Action/Adventure/Thriller Christoph Waltz Spectre 275868 11700 Stephanie Sigman 1 bomb espionage/sequel/spy/terrorist http://www.imdb.com/title/tt2379713/?ref_=fn_tt_tt_1 994 English UK PG-13 2.45e+08 2015 393 6.8 2.35
3 Color Christopher Nolan 813 164 22000 23000 Christian Bale 27000 4.48131e+08 Action/Thriller Tom Hardy The Dark Knight Rises 1144337 106759 Joseph Gordon-Levitt 0 deception/imprisonment/lawlessness/police officer/terrorist plot http://www.imdb.com/title/tt1345836/?ref_=fn_tt_tt_1 2701 English USA PG-13 2.5e+08 2012 23000 8.5 2.35 164000
4 nan Doug Walker nan nan 131 nan Rob Walker 131 nan Documentary Doug Walker Star Wars: Episode VII - The Force Awakens 8 143 nan 0 nan http://www.imdb.com/title/tt5289954/?ref_=fn_tt_tt_1 nan nan nan nan nan nan 12 7.1 nan 0

Interactivity

The viz should include the following interactive features if time allows

  • Filters
  • Tooltips
  • Drill-down ability
  • Export the data
  • Animation

Modeling

The viz should include the following modeling techniques if time allows

  • Clustering
  • Trend and Forecasting
  • Regression & Correlation
  • Percentiles
  • Natural Language Processing
  • Reference Lines

Wireframe

This is the wireframe that the team has been given to replicate in python using any technique they wish to use.

dashboard