Predictive Policing: Preventing Crime in San Francisco using XGBoost and Python

san Francisco crime map python

In this tutorial, we’ll be using machine learning to predict and map out crime in San Francisco. We’ll be working with a dataset from Kaggle that contains information on 39 different types of crimes, including everything from vehicle theft to drug offenses. Using Python and the powerful Scikit-Learn library, we’ll … Read more

Geographic Heat Maps with GeoPandas: Visualizing COVID-19 Data in Python

Geographic Heat Maps Visualizing Spatial Data Python

The spreading of COVID-19 has led to an increased interest in displaying region and country-specific information on geographic heat maps. Geographic heat maps use color shadings to visualize data that includes a spatial component and refers, for example, to countries, cities, towns, mountains, etc. The color shades are defined in … Read more