I built a web app for exploring the data collected from scraping and stored in MongoDB. Since we work with sociologists who aren't necessarily knowledgeable in noSQL queries we wanted a web app which provides a no-code platform for exploring the data.

 

This web app was built using Plotly Dash. I used Dash since it is a versatile framework, built on top of Flask, with lots of flexibility and ability to work with large amounts of data. The web app connects to MongoDB and queries the data from there.