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IMDB Data Analysis Pipeline

Objective:

The aim of the project is to analyse the movies data from multiple sources such as IMDB MoviesLens, The Numbers and BoxOffice Mojo.com based on movies/cast/box office revenues, movie brands and franchises and perform ETL processes using Talend.

Technologies Used:

  1. ER/ Studio
  2. SQL server Developer Edition
  3. Microsoft SQL server Management Studio
  4. Talend Real-Time Data Platform 7.1
  5. Tableau Desktop
  6. Microsoft PowerBI

Dataset Links:

  1. https://datasets.imdbws.com/
  2. https://www.boxofficemojo.com/franchise/?ref_=bo_nb_fr_secondarytab
  3. https://www.boxofficemojo.com/brand/?ref_=bo_nb_frs_secondarytab
  4. https://grouplens.org/datasets/movielens/25m/
  5. https://www.the-numbers.com/movies/franchises
  6. https://www.the-numbers.com/movies/franchise/Marvel-Cinematic-Universe#tab=summary
  7. https://www.the-numbers.com/movie/Avengers-The-(2012)#tab=box-office

Code Walkthrough:

Step 1 : Run following script in SSMS to setup the staging database

The Number - stage tables.sql

stg imdb tables - core tables.sql

stg imdb tables expanded part 2.sql

stg_ml_tables.sql

Step 2 : Open Talend and setup your database connections and input file connections

When the connections are successful run jobs.

Step 3 : Perform Visualizations in Tableau and PowerBI

Refer to Tableau workbook for checking visualizations and new use cases will be added soon. Microsoft PowerBI file to be added soon.

References:

Contact

Please feel free to reach out to [email protected] for any questions or any changes you propose.