Building the Road Risk Playground
A full-stack exploration of accident risk prediction and interactive geospatial modeling.When the Kaggle Playground Series S5E10 launched a challenge to predict road accident risk, I decided to take it further…
GIS/Mapping
Calculating Road Curviness: A Practical Approach with Mapbox and Python
This month's Kaggle Playground Prediction competition is Predicting Road Accident Risk. This competition includes a second part to create a web application that uses the model to add some interactive…
Roadrunner: Simulating Traffic with Mapbox, Redis, and Kubernetes
Remember "Snowpocalypse"? About 10 years ago, Atlanta faced a surprising blizzard that brought the city to a standstill. What started as a normal workday turned into a city-wide parking lot…