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:

• https://elearning.tableau.com/
• https://help.talend.com/reader/KxVIhxtXBBFymmkkWJ~O4Q/8RlpZdAdKhP0IaMHXRV7yw
• https://www.talend.com/
• https://grouplens.org/datasets/movielens/

Contact

Please feel free to reach out to ashmitan20@gmail.com for any questions or any changes you propose.