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Topics: dataframes

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4 repositories by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)

Language: Python
Topic: dataframes
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1.unionai-oss / pandera

A light-weight, flexible, and expressive statistical data testing library

pandas
validation
schema
dataframes
testing
pandas-validation
+12 more

Python MIT4.5K total503 forks

+201 stars

from 4,306 · score 5.31

2.capitalone / datacompy

Pandas, Polars, Spark, and Snowpark DataFrame comparison for humans and more!

python
pandas
spark
data
data-science
compare
+8 more

Python APACHE-2.0665 total176 forks

+32 stars

from 632 · score 3.50

3.mgillr / crdt-merge

Conflict-free merge for DataFrames, JSON, ML models & distributed agents — powered by CRDTs. The first merge library where every operation is mathematically guaranteed to converge.

collaborative-editing
conflict-resolution
crdt
data-engineering
data-synchronization
distributed-systems
+14 more

Python Other license7 total1 forks

+5 stars

from 2 · score 1.79

4.polyaxon / traceml

Engine for AI/ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

pandas
pandas-summary
dataframes
data-science
spark
dask
+14 more

Python APACHE-2.0533 total47 forks

+4 stars

from 529 · score 1.61

Order: Attention Score

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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 Category holds the repositories that its published rules match; see Categories.

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.

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