numpy==1.22.1
pandas==1.2.4
geopandas==0.12.1
shapely==1.8.5.post1
folium==0.13.0
streamlit==1.4.0
seaborn==0.11.1
streamlit_folium
matplotlib==3.3.4
xgboost==1.5.1
category_encoders==2.5.1.post0
gspread
oauth2client
altair<5