To Run the App, type in STREAMLIT Run Main.py

-SentinelMap is a map application that displays a predictive heatmap of possible danger zones using political events and historical data

• I used the GDELT dataset which updates with news articles every 15 minutes involving political events from around the world -I trained an ML model using XGBOOST which clustered these news articles in order to predict the likelihood of a possible conflict or civil unrest in a region