Supervisors’ Influence within the Chicago Police Department

A quarter long project in collaboration with the Invisible Institute's Citizen's Police Data Project. Our theme is analyzing the influence supervisors have over those they manage in terms of misconduct.

Final report

Our final project report discusses our conclusions from our project and ties together our research checkpoints:

• Final project report

Below are links to our d3 visualizations throughout the project:

• Complaint Percentiles of All Units
• Accusals Network - Zoomed in View
• Accusals Network - Overview

Checkpoints and code

We have 5 checkpoints where we explored different aspects of our theme using data science tools and concepts. You can find the results and analysis of each checkpoint in a findings.pdf file. The README.md file in every checkpoint contains instructions with how to run our code and descriptions of the files within the repository.

• Checkpoint-1: Relational Analytics

• Checkpoint-2: Visualization

• Checkpoint-3: Data Cleaning and Integration

• Checkpoint-4: Graph Analytics

• Checkpoint-5: Machine Learning and Text Analytics