ML techniques are used to predict fatalites in whitewater accident reports. NLP, clustering, and topic- modeling illuminate risk factors and mitgation advice for the community, expanding on common knowledge.
Using PySpark, AWS and SQL, the link between distance traveled and length of stay in 30 million camping reservations is explored. Results are visualized with folium animated maps, matplotlib plots and histograms.
Is a Flask app running on an AWS EC2 instance. The link above will take you to the source code with a walk-through of the dockerization.
Root agnostic absolute path generation for python scripts.