AIMS Collaboratory

RPPL Redact: Data Privacy Toolkit

Tools

Integrated de-identification and redaction review system for removing personal information from textual data in CSV files.

Resource links lead to an external website.

PURPOSE / ABSTRACT

RPPL Redact is a data privacy toolkit that can be used to de-identify personal information from textual data in CSV files.

Users upload CSV files with any column names, and the system auto-detects text columns that may contain sensitive information.

The tool lets users choose which columns to de-identify and can generate an ID column if the uploaded file does not already have one.

The interface was developed by Learning Data Insights, building on research and development from the Penn Center for Learning Analytics at the University of Pennsylvania and the Research Partnership for Professional Learning.

CITATION

Learning Data Insights. (2026). RPPL Redact: Data Privacy Toolkit. Developed by Learning Data Insights, building on research and development from the Penn Center for Learning Analytics at the University of Pennsylvania and the Research Partnership for Professional Learning.

PROJECT TEAM / LEARNING PARTNER

RPPL Research Infrastructure for Professional Development; Learning Data Insights

WHO THIS IS FOR

Researchers

GRADES & AREAS RESEARCHED

All Grades; Data Use

AIMS Collaboratory

Advancing mathematics education through research, collaboration, and shared public goods.