Trending Tags Repositories Insights Dependencies Withheld

/

Trending Tags Repositories Insights Dependencies Withheld

Trending repositories

Ranked by Attention Score: stars gained over the last 30 complete days

Period

Sort order

Topics: pydata

Topics

Search topics

No listed topic matches. Press Enter to filter by “”.

Tag

Filters (1)

Apply

Filters

Primary language

License

Total stars

Last push

Created

Archived

Clear all filters

4 repositories by Attention Score · Oct 4, 2026 – Nov 2, 2026 (UTC)

Language: Python
Topic: pydata
Clear all

1.dask / dask

Parallel computing with task scheduling

dask
python
pydata
numpy
pandas
scikit-learn
+1 more

Python BSD-3-CLAUSE14K total2K forks

+22 stars

from 13,922 · score 3.14

2.pyjanitor-devs / pyjanitor

Clean APIs for data cleaning. Python implementation of R package Janitor

pandas
dataframe
data
cleaning-data
data-engineering
pydata
+1 more

Python MIT1.5K total203 forks

+3 stars

from 1,495 · score 1.39

3.dask / distributed

A distributed task scheduler for Dask

pydata
dask
distributed-computing
python

Python BSD-3-CLAUSE1.7K total783 forks

+2 stars

from 1,693 · score 1.10

4.databricks / koalas

Koalas: pandas API on Apache Spark

spark
pandas
pydata
dataframe
mlflow
big-data
+1 more

Python APACHE-2.03.4K total369 forks

+1 stars

from 3,370 · score 0.69

Order: Attention Score

Most net stars gained in the window first. The score only puts this gain on a log scale, so the order is the order of the gain.

How the ranking works

Ranked by stars gained in the window. The score is the natural log of one plus that gain, so a repository's rank is exactly its star gain's rank.

score = log1p(net stars gained in the trailing T complete UTC days)

A repository is ranked only when its Star History covers every day of the window and its latest Observation is not missing.

The longest window is 180 days. Star History from the Repository Host goes back at most 180 days before a repository's first Observation. A longer window needs more days of Observations first. A repository younger than the window is not ranked in it.

The filters narrow the same eligible repositories. A repository matches the topics when it has any of them. Total stars is the count now. Last push and creation on the Repository Host count back from the start of today (UTC). The counts beside the languages, licenses, and topics include all ranked repositories in the window. A Tag holds the repositories that have it; see Tags.

Repositories enter the index from the Seed Dataset or by gaining stars faster than the published admission threshold, whatever their size. Admission is permanent, so an archived repository can still rank.

Browse the Repository Index

Trending Tags Repositories Insights Dependencies Withheld Withholding Rule Privacy Send feedback

Powered by Workhorse · From the makers of AwesomeRepos