https://github.com/mchav/dataframe

An intuitive, dynamically-typed DataFrame library.
https://github.com/mchav/dataframe

Last synced: 27 days ago
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An intuitive, dynamically-typed DataFrame library.

• Host: GitHub
• URL: https://github.com/mchav/dataframe
• Owner: mchav
• License: gpl-3.0
• Created: 2024-02-24T22:53:26.000Z (11 months ago)
• Default Branch: main
• Last Pushed: 2024-12-10T23:50:01.000Z (about 1 month ago)
• Last Synced: 2024-12-11T00:26:51.703Z (about 1 month ago)
• Language: Haskell
• Size: 37 MB
• Stars: 19
• Watchers: 4
• Forks: 2
• Open Issues: 8
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGELOG.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-dataframes - DataFrame - An intuitive, dynamically-typed DataFrame library. (Libraries)

README

        
# DataFrame

An intuitive, dynamically-typed DataFrame library.

Goals:

* Exploratory data analysis

* Shallow learning curve

Non-goals:

* Static types/strong type-safety

Example usage

![Screencast of usage in GHCI](./static/example.gif)

Longer form examples in `./app` folder using many of the constructs in the API.

Future work:

* Apache arrow and Parquet compatability

* Integration with common data formats (currently only supports CSV)

* Support windowed plotting (currently only supports ASCII plots)

* Create a lazy API that builds an execution graph instead of running eagerly (will be used to compute on files larger than RAM)