Assisted living dataset

This repository contains the first national dataset of assisted living facilities in the United States, covering over 44,000 facilities from all 50 states and the District of Columbia.

Along with the final dataset, the repository contains Python scripts used to gather, clean, and analyze the data. Additionally, the repository contains all the raw data gathered from each state's licensing agencies.

This project was accepted at NeurIPS 2021 as part of the Machine Learning in Public (MLPH) workshop.

See here for more information about the dataset and a link to the preprint extended abstract.

The dataset of assisted living facilities is assisted-living-facilites.csv.

Brief description of the repository:

• notebooks contains most of our code used to process, clean, and analyize the data. File paths are somewhat broken due to rearranging file structure.
• data contains additional data files.
  • raw-state-data contains the raw data gathered from the 50 states + DC, as well as different stages of processing for each state's data.
  • county-data-for-replication contains tables gathered from ACS data to replicate past assisted living studies.
  • other-data contains an assortment of other data files used throughout the process, including a few fun graphics.