A demo version of DP Creator is available which shows how it integrates with a Dataverse repository. To try it, including uploading your own (non-sensitive) test data to Dataverse, please follow these instructions:
DP Creator is a web application which guides users in the creation of differentially private statistics. Using the OpenDP library at its core, DP Creator has been designed to work with data repositories, with initial integration beginning with Dataverse, an open source research data repository.
DP Creator is part of the larger OpenDP Project, a community effort to build trustworthy, open source software tools for analysis of private data.
The application is designed to be deployed using kubernetes and the development environment is available through Docker Compose.
Several screenshots of DP Creator appear below (click for a larger image):
If you would like to learn more or want to submit feedback, please reach out! Here are some ways to contact us:
DP Creator is a community effort, and we welcome your contributions to its development! Our current technology stack/development environment includes Vue.js, Python, and Docker. If you'd like to participate, please reach out using the contact information above.