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DataSense

A data analysis tool built on the MERN stack as a proof of concept. Currently supports uploading of CSV files containing X-Y data pairs and performs simple linear regression.

Click here to view the implementation on Heroku.

Usage

  1. Login or Register for an account.
  2. Upload a dataset (must be a csv or txt file with X-Y data pairs). Alternatively, load some sample datasets using the built-in feature.
  3. View any dataset to see the result of the linear regression analysis.

Future Development

  • Add ability to have multiple variables (e.g. x1, x2, x3)
  • Add more in-depth statistical analysis tools
  • Polish the authentication system

Authors

  • Calvin Ho - Mainly backend and some frontend development - calvh
  • Adam Paralovos - Graphic design and frontend development - Adam28P
  • Aditi Nadig - Frontend development - Aditi-SA
  • Altaf Dasurkar - Backend development - altafdkr