This badge is part of a workshop at Open Source in Pharma by Rich Iannone (Posit) and Ramanathan Perumal (Pfizer) that covered the R package pointblank, introduced the package, and demonstrated how it can be used to assess data quality issues and identify the root causes. Attendees also learned about Shiny applications with pointblank that guide users through data import, selection, and validation test construction and how to "replay" the validation process for new data.

• Type Learning
• Level Intermediate
• Time Hours