Philadelphia has high crime rate among the cities in United States. In order to guide my real estate investment in Philadelphia, I would like to get more insight through data analysis of Philadelphia crime. I download recent 6 years data for analysis.
Here, I utilize Koalas(pandas API on Apache Spark) and Spark SQL to display the data. Also, I use interactive plot to show the distribution of crime in the Philly.