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Dataopsy: Scalable and Fluid Visual Exploration using Aggregate Query Sculpting

This is accompanying github repo for the following paper---

Md Naimul Hoque, Niklas Elmqvist. Dataopsy: Scalable and Fluid Visual Exploration using Aggregate Query Sculpting. IEEE Transaction on Visualization and Computer Graphics (TVCG), 2023.

Read the paper here: https://browse.arxiv.org/pdf/2308.02764.pdf

Please see the accompanying video here: https://t.co/l2PWeqenJt

Try out the demo using the Adult income dataset (https://archive.ics.uci.edu/dataset/2/adult) here: http://dataopsy.herokuapp.com/book/adult_full/index/count

The project is written in vanilla JS with a Flask server on the backend. We will convert the project to React framework soon. Stay tuned! For now, to get started,

  1. Install the packages in requirements.txt: pip install -r requirements.txt

  2. Go to the project folder and from CMD/terminal type: python app.py

    This should start the server at http://127.0.0.1:5000

  3. Go to http://127.0.0.1:5000/book/adult_full/index/count to try out Dataopsy on the Adult income dataset.

Email Naimul Hoque (nhoque@umd.edu) with any questions!

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