AwesomeRepos
Sign in

Tags / Data science /

Dataframe library

A library for tabular data in memory with columns, filters, joins, and group-by, such as pandas or Polars.

Repositories

11

Net stars gained, last 7 days

+50

Top-level Tag

Data science

Net stars gained each day, last 90 days

Largest

Most stars in total now.

  1. pandas-dev/pandas50K

    readme: Powerful, flexible [**group by**][groupby] functionality to perform

  2. pola-rs/polars40K

    description: Extremely fast Query Engine for DataFrames, written in Rust

  3. modin-project/modin10K

    readme: Modin is a drop-in replacement for pandas.

  4. NVIDIA/cudf9.8K

    readme: A DataFrame library mirroring the pandas API

  5. vaexio/vaex8.5K

    readme: Vaex is a high performance Python library for lazy **Out-of-Core DataFrames**

  6. ibis-project/ibis6.7K

    readme: Ibis is the portable Python dataframe library:

  7. tidyverse/dplyr5.1K

    readme: These all combine naturally with `group_by()` which allows you to perform any operation “by group”.

  8. Rdatatable/data.table3.9K

    readme: `data.table` provides a high-performance version of base R's `data.frame` with syntax and feature enhancements for ease of use, convenience and programming speed.

  9. jtablesaw/tablesaw3.8K

    readme: __Tablesaw__ is a dataframe and visualization library that supports loading, cleaning, transforming, filtering, and summarizing data.

  10. databricks/koalas3.4K

    readme: The Koalas project makes data scientists more productive when interacting with big data, by implementing the pandas DataFrame API on top of Apache Spark.

All 11 in the Repository Index

How a repository gets this Tag

An agent reads the description, the GitHub topics, and the start of the README of each repository. It chooses Tags only from the Tag list in the AwesomeRepos source code. For each Tag, it quotes the text. A code check keeps the Tag only when the quote is in that text. The quote under each repository is that evidence. A Tag does not rank repositories. It does not say that one repository can replace another. To report a wrong Tag, use "Report a problem with this page" on the page of the repository. All numbers on this page count only visible repositories.