How to Use Pointblank to Understand, Validate, and Document Your Data

Issued by Open Source in Pharma

This badge is part of a workshop at Open Source in Pharma by Rich Iannone (RStudio) that covered data quality and data documentation workflows with the pointblank package. Attendees learned about functions that allow users to: (1) quickly understand a new dataset (2) validate tabular data using rules that are based on our understanding of the data (3) fully document a table by describing its variables and other important details.

Type Learning
Level Intermediate
Time Hours

Additional Details

Skills

Data documentation
Data Quality
Data Quality Assessment
Pharmaceuticals
RStudio
Tabular Data
Validation
Workflow Management

Earning Criteria

Completed How to Build Shiny Testing Architecture at Open Source in Pharma by attending in person and completing 75% of class objectives.