A Social Analytics project for Singapore Management University module - IS434 Social Analytics & Applications. This projects conducts web Scrapping and calling of public API/Data to analyse public toilet insights in Singapore.
This project is guided by Prof Kyong Jin Shim in collaboration with Restroom Association. To find out more about the works and analysis done you can read it here
Data collected from Reddit, Instagram, Twitter and TripAdvisor was cleaned and processed before feeding it into the Flask Web App to display essential information for tracking toilet cleanliness in Singapore. Google API is used to geotag locations inferred from data of various sources.