BMIN503 Data Science Final Project

This repository contains the final project of my data science class as part of a Masters in Biomedical Informatics. I used open source data published by the Centers for Medicare and Medicaid to investigate the following:

1. Is there an assocation between CMS “Accountable Care” Contracting Models and Skilled Nursing Facility Staffing Ratios?
2. Can Logistic Regression Surface Gamesmenship By Skilled Nursing Facility Administrators?

The written reports are available in the root directory as html files.

├── report_pt1.html
├── report_pt2.html

Directory Structure

├── analysis: *Messy* R and Excel analysis underlying the final reports
├── data
│   ├── data_dictionaries: a non-exhaustive collection of data dictionaries
│   ├── interim: result of `.py ` ETL scripts
│   ├── raw: diretory for raw data files (not included in repo)
│   ├── inventory.qmd: A table outlining available data sources
├── transform: Python scripts for loading and transforming data
├── report_pt1.Rmd
├── report_pt1.html
├── report_pt2.Rmd
├── report_pt2.html