Dataset Overview

Dataset Name

Imputation of NEMSIS Dataset for Cardiac Arrest Analysis

Dataset Purpose

The project aims to fill gaps in the National Emergency Medical Services Information System (NEMSIS) data to discover predictors of cardiac arrest outcomes in ICU patients, especially predicting based on urban versus rural settings.

Dataset Content

• data
  • ASCII_2020
    • processeddataCA.zip: EMS data from NEMSIS.
  • filtered_data: Dataset processed by scripts.
  • Imputed_Data_MICE: Dataset imputed using the MICE method.
  • Imputed_Data_MICE&MissForest: Dataset imputed using both MICE and Miss Forest methods.
  • fig: Figures used in project analysis.
  • reference: NEMSIS data dictionary, case definitions, and other related materials.

Dataset Source

• Original data source: NEMSIS Database
• Subset of data obtainable from scientists at the Roux Institute:
  • Filename: "processeddataCA.zip"
  • Size: 55,649,704 bytes

Dataset Usage

• Create a reproducible environment using Miniconda or Anaconda.