Data Analysis
Datasets
- NYPD Complaint Data History (Reference Link 1)
 - NYPD Budget (Not shown in Application)
 - Census data for NYC Zip Codes
 
Fields
- Precinct
 - Offense (and type – misdemeanor, felony, violation)
 - Demographics (Sex, Race, Age Group)
 - Suspect / Victim
 
Tools used:
- macOS (2 computers – 6cores, 32gb/64gb ram)
 - Python
 - Databricks / Apache Spark (pyspark)
 - QGIS (geospatial analysis)
 - Tableau (visualization)