opendp/dpcreator

GitHub: opendp/dpcreator

Stars: 22 | Forks: 4

### Demo version! - [DP Creator tutorial instructions](https://docs.google.com/document/d/e/2PACX-1vRlZ2IgigIhl4oz_uOakQPxovzlrmFkbD-x_9RUO31dC0eRq2wCt_vN2Go0_9LTRd67srjgy04CfPVk/pub) - Estimated time: 15 to 30 minutes - These instructions go through the entire process, beginning with creating a Dataverse account and depositing data there and finishing with using DP Creator to produce a a release of differentially private statistics. - Coming soon: Updated demo option where test data may be uploaded directly to DP Creator Please feel free to [contact us](#contact--getting-help) with any questions or feedback. # DP Creator [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) ![integration tests](https://static.pigsec.cn/wp-content/uploads/repos/2026/06/ac0d6054ff132043.svg) ![python server side tests](https://static.pigsec.cn/wp-content/uploads/repos/2026/06/0185926ee3132048.svg) DP Creator is a web application which guides users in the creation of [differentially private statistics](https://opendp.org/about#whatisdifferentialprivacy). Using the [OpenDP library](https://github.com/opendp/opendp) at its core, DP Creator has been designed to work with data repositories, with initial integration beginning with [Dataverse](https://dataverse.org/), an open source research data repository. ## Status The application is designed to be deployed using [kubernetes](https://kubernetes.io/) and the development environment is available through [Docker Compose](https://docs.docker.com/compose/). Several screenshots of DP Creator appear below (click for a larger image): [DP Creator home](doc_images/dpcreator_home.png)  [DP Creator home](doc_images/dpcreator_02_questions.png)  [DP Creator home](doc_images/dpcreator_03_set.png)  [DP Creator home](doc_images/dpcreator_04.create.png) ## Contact / Getting Help If you would like to learn more or want to submit feedback, please reach out! Here are some ways to contact us: * Joining the [dpcreator-dev channel](https://join.slack.com/t/opendp/shared_invite/zt-zw7o1k2s-dHg8NQE8WTfAGFnN_cwomA) in our Slack workspace * Ask questions on our [discussions forum](https://github.com/opendp/opendp/discussions) * This forum is used for all of the OpenDP projects, including the [OpenDP library](https://github.com/opendp/opendp) and DP Creator. * Open issues on our [issue tracker](https://github.com/opendp/dpcreator/issues) * Send general queries to [info@opendp.org](mailto:info@opendp.org?subject=DP%20Creator) * Reach us on Twitter at [@opendp_org](https://twitter.com/opendp_org)