Bank Innovation Score Metric

Group Members:

• Justin Dorval
• George Whittington

Description

This project uses the "combined annual bank data" dataset, which was created by parsing Edgar 10-K, 10-Q, and FFEIC call report data for banks from 2010 to 2021. The goal is to analyze this data to develop a metric for bank innovation.

Key Questions

1. Which variables are important to Innovation in banking?
2. Can we find a combination of these variables that properly fits a set of pre-determined Innovation banks and create a score?
3. Can these variables predict Year over Year change in Innovation or when a bank is ramping up Innovation production?

Deliverables

• Project Report: A comprehensive report detailing the project's background, methodology, implementation, results, analysis, and conclusions.
• Oral Presentation Slides: A slide deck summarizing the project's objectives, methodology, results, and conclusions.
• Code File: A QMD/IPYNB file that contains the code for all models and related tasks.