Automatic detection for fake profiles in dating platforms

This is a basic analysis and model implemntation of a classifer for online dating platforms to detect scammers

Data extraction

The scrapper code can be found under data_extraction directory. This is not my code but just used the scraper from https://github.com/gsuareztangil/automatic-romancescam-digger with a few modifications

Data analysis

• id_assignment.ipynb: To assign ids to each profile
• scam_analysis.ipynb: Analysis for demographic data of dating profiles
• description_translation.ipynb: Preparing the profile descriptions for analysis
• description_analysis.ipynb: Basic analysis over the profiles description
• image_analysis.png: Detecing objects in profiles using ImageAi python package
• regression.ipynb: Basic regression model.