CLiREN-LMS
Data Cleaning and Preparation in R

Cleaning Logs and Query Outputs

Key Idea

30-45 minutes Applied Step 1 of 5
Callout

Key Idea

1 / 5
Callout

Key Idea

A cleaning log is a structured record of data issues, checks, decisions, and status. It may be maintained in the EDC system, a tracking database, a spreadsheet, or generated from R. The exact format depends on the study, but the purpose is consistent: to show what was found, what was done, and what remains unresolved.