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An awesome list of dataframe libraries

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Libraries

  • agate

    agate is a Python data analysis library that is optimized for humans instead of machines. It is an alternative to numpy and pandas that solves real-world problems with readable code.

  • Arquero

    A JavaScript library for query processing and transformation of array-backed data tables. Following the relational algebra and inspired by the design of dplyr, Arquero provides a fluent API for manipulating column-oriented data frames.

  • Assistant

    A data science library providing flexible dataframes for Lua 5.1+

  • column

    High-performance, columnar, in-memory store with bitmap indexing in Go.

  • dance

    Dancing 💃 with the stats, aka

  • daru

    daru (Data Analysis in RUby) is a library for storage, analysis, manipulation and visualization of data in Ruby.

Other

  • Arrow

    A cross-language development platform for in-memory data.

  • Consortium for Python Data APIs

  • Malloy

    An experimental language for describing data relationships and transformations.

  • prql

    A modern language for transforming data — a simple, powerful, pipelined SQL replacement.

  • Substrait

    A cross platform way to express data transformation, relational algebra, standardized record expression and plans.

Showing a sample of 74 resources. View the full list on GitHub →