Graph Analysis and Relationship Extraction from Dark Netflix Series
|
Project Github repository
If you have watched the Dark series produced by Netflix, you know that understanding this series and the relationship between the characters can be a bit challenging :D . In this project, I scraped biographies of serial characters and used NLP and Graph Analysis to determine the relationship between serial characters and their importance.
Project Overview :
1- Scraping characters biography
2- Extracting .text Files and Combine Them All Together
3- Extracting Relationships from Characters Biography
4- Extracting Characters Names and Edging Based on Their Relationships
5- Ploting Relationships Graph
🟣 Most Important
🔴 Semi Important
🟡 Moderate Important
🟢 Secondary characters
🔵 NPCs