pmandiola/fdny-ems-data-exploration

Exploratory data analysis of FDNY EMS response times

Work done as preliminary analysis for the Urban Intelligence Lab project with FDNY.

This notebook contains the analysis, including:

• K-Means clustering of timeseries data by zipcode.
• Response time and # of incidents by time of day
• Initial vs actual severity level of the EMS call
• Response time vs # of incidents by Borough

Data Sources

NYC Open Data:

• EMS Incident Data
• Zip Code Boundaries