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Assessing utility of differentially private scatterplots using Scagnostics

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Measuring utility of differentially private scatterplots through scagnostics

A web application to create differentially private scatterplots and measure their utility through scagnostics. This project is part of the course "Advanced Data Management and Analysis" at Aarhus University.

Screenshot System Screenshot

Scagnostics Overview of Scagnostics

Installation

To install the project, you need to have Node.js installed. You can download it here.

After installing Node.js, you can clone the repository and install the dependencies by running the following commands in the terminal:

cd backend
pip install -r requirements.txt
cd ../
npm install
npm run dev

The last command will run the app in the development mode.
Open http://localhost:3000 to view it in the browser.

The page will reload if you make edits.
You will also see any lint errors in the console.

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Assessing utility of differentially private scatterplots using Scagnostics

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