wrangling data from different files (CSV, JSON file, excel,.....etc) and also from web scraping or using APIs from different sites, clean data (remove or reevaluate missing value, check data validity, and also assess data to make it ready for investigation, and visualizing data in charts shows differences and give conclusion for more important questions