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Working with Data

How to use the All of Us Researcher Workbench

Information for Researchers

  • Working with All of Us data shared by American Indian and Alaska Native participants
  • Pre-installed tools on Researcher Workbench
  • All of Us Glossary
  • Observational Medical Outcomes Partnership (OMOP) common data model (CDM)
  • Athena: OHDSI database for OMOP codes

Using Workspaces, Cloud Environments, and Applications

  • Shared Workspace Storage for RStudio & SAS
  • Exploring All of Us data using SAS Studio
  • How to run SAS in the Researcher Workbench
  • Using RStudio on the Researcher Workbench
  • Storage Options Explained
  • Jupyter Notebooks and programming

See all 7 articles

Questions About the Data

  • How to find participant enrollment data

Questions About Workspaces

  • How to troubleshoot environment failures
  • How do I download files?

Analyzing Your Data in the Researcher Workbench

  • Overview of applications in the Researcher Workbench
  • Instructions for clearing notebook outputs without editing
  • Using, customizing, and optimizing Jupyter cloud environments

Data Characterization and Quality Artifact Reports

  • CDRv8 Data Characterization Report
  • 2022Q4R9 v7 Data Characterization Report

Educational Tools for the Workbench

  • SAS Analytics Guide - How to Estimate Frequency
  • SAS Analytics Guide - How to perform logistic regression
  • SAS Analytics Guide - How to perform binary logistic regression
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