A facility with no deficiencies will not appear in this dataset.ĬMS-regulated nursing homes are inspected in 15-month "cycles." The time-based analyses in this repository divide facilities by cycle, rather than by year. A facility may, and often does, incur more than one deficiency per inspection. The deficiencies dataset is organized as one deficiency per row. notebooks/analyze-staffing.ipynb: Analyzes the CMS nursing home staffing data.notebooks/analyze-deficiencies.ipynb: Analyzes the CMS nursing home health inspection data.notebooks/get-survey.ipynb: Fetches the latest CMS survey data and saves it in data.notebooks/get-staffing.ipynb: Fetches the latest CMS nursing home staffing data and saves it in data.notebooks/get-deficiencies.ipynb: Fetches the latest CMS nursing home health deficiencies dataset and saves it in data.The following Jupyter notebooks, written in Python, fetch and analyze the data described above: data/NHCDownloadableDatabaseDictionaries: Data dictionaries for the above.This following file was downloaded manually from the Nursing Home Compare open data portal: data/survey.csv: The date of each standard inspection across three inspection cycles.data/staffing.csv: Staffing levels recorded by CMS.Note: This file is too large to store on GitHub and must be downloaded via the notebooks/get-deficiencies.ipynb notebook. data/health_deficiencies.csv: Health related deficiencies recorded from the past three inspection cycles.The following files are downloaded via the Socrata API and stored locally: DataĪll data analyzed here comes from the Centers for Medicare and Medicaid Services (CMS) Nursing Home Compare. This repository contains data and code supporting a BuzzFeed News article on nursing home facilities, published April 21, 2020. Nursing Home Inspections Analysis - Infection Control, Ulcer Care, and Medication Errors
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