In this second project of GR5243 Applied Data Science, we develop a Exploratory Data Analysis and Visualization shiny app on the work of a NYC government agency/program of your choice using NYC open data released on the NYC Open Data By Agency website. In particular, many agencies have adjusted their work or rolled out new programs due to COVID, your app should provide ways for a user to explore quantiative measures of how covid has impacted daily life in NYC from different prospectives. See Project 2 Description for more details.

The learning goals for this project is:

• business intelligence for data science
• data cleaning
• data visualization
• systems development/design life cycle
• shiny app/shiny server

*The above general statement about project 2 can be removed once you are finished with your project. It is optional.

Term: Fall 2022

+shiny link:

• Project summary: Utilizing the arrest data provided by NYPD, this application aims to provide insight into the public security and police enforcement activities in New York from January 2011 to June 2022. The application includes one map, a time series plot, and pie charts to further break down the arrest activities into the perpetrators' gender, age, race, and the location of the arrest event.

• Data source: NYC Open Data:

  • https://data.cityofnewyork.us/Public-Safety/NYPD-Arrests-Data-Historic-/8h9b-rp9u/data
  • https://data.cityofnewyork.us/Public-Safety/NYPD-Arrest-Data-Year-to-Date-/uip8-fykc

Following suggestions by RICH FITZJOHN (@richfitz). This folder is orgarnized as follows.

proj/
├── app/
├── lib/
├── data/
├── doc/
└── output/

Please see each subfolder for a README file.