Dvboi/Disney-Movie-Analysis

End to End analytics project for top disney movies

Disney-Movie-Analysis

End to End analytics project for analysis of Disney movies.

Important links

• Blog
• Tableau Dashboard

Prerequisite packages and software

• Python
• Pandas,Numpy,bs4,requests,urllib,scipy,matplotlib
• Tableau Public

All the above packages and software are free!!

Data Collection

• Scraped Disney Movie data from Wikipedia here
• Collected additional data from OMDB API for every title and attached to the data.

Data Cleaning

• Cleaned data using Python and Regex
• Dropped around 20 columns as they all had almost 99% Null values
• Parsed out the main monetary values of different formats from Budget and Box-Office columns using several regexes together.
• Cleaned other columns like Running time and Imdb-rating and then converted their data-types to numeric.

Exploratory Data Analysis

• Analyzed Trends, distributions in the data.

• Performed some Descriptive and Basic inferential statistic on data (like building 95% CI's).

• One important find was that mean running time of Disney movies lies between 95.37 minutes to 99.07 minutes 95% of the time.

• Visuals from python were reproduced in Tableau to show in a Business setting with story, a few visuals are --