Multipage App on streamlit - private tuition requirements analysis in Doha, Qatar

Multipage app showing an analysis of tuition requirements in Doha.
The app contains a separate page that shows the analysis of tutors and their skillsets

https://share.streamlit.io/ashhadulislam/streamlitqtuitions/main/main.py