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#pandas (30 Repositories)

Ranked open-source repositories tagged with #pandas, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

70.1%

Avg Review Latency

37.5h

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30 repositories tagged #pandas

S TierPython 374

bodo-ai/Bodo

High Performance Scalable Data Processing in Python and SQL

85.7%
Merge Rate
17h
First Review
100%
1st-Timers
5
Maintainers
A TierPython 283

casact/chainladder-python

Actuarial reserving in Python, triangle data manipulation, link ratios calculation, and IBNR models.

80.7%
Merge Rate
15h
First Review
67%
1st-Timers
14
Maintainers
A TierC++ 9.7k

rapidsai/cudf

cuDF - GPU DataFrame Library

76.6%
Merge Rate
16h
First Review
71%
1st-Timers
44
Maintainers
A TierRust 3.3k 3 GFIs

delta-io/delta-rs

A native Rust library for Delta Lake, with bindings into Python

44.9%
Merge Rate
-
First Review
50%
1st-Timers
27
Maintainers
A TierPython 1.7k

narwhals-dev/narwhals

Lightweight and extensible compatibility layer between dataframe libraries!

72.5%
Merge Rate
1d
First Review
50%
1st-Timers
29
Maintainers
A TierPython 985

scikit-hep/awkward

Manipulate JSON-like data with NumPy-like idioms.

75.0%
Merge Rate
-
First Review
88%
1st-Timers
14
Maintainers
A TierPython 1.5k

pyjanitor-devs/pyjanitor

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

31.0%
Merge Rate
<1h
First Review
67%
1st-Timers
7
Maintainers
A TierPython 316

data-centt/percentify

87.5%
Merge Rate
9h
First Review
100%
1st-Timers
1
Maintainers
A TierPython 382

Ad-meliorael/percentify

87.5%
Merge Rate
9h
First Review
100%
1st-Timers
1
Maintainers
A TierC++ 9.8k 2 GFIs

NVIDIA/cudf

cuDF - GPU DataFrame Library

47.4%
Merge Rate
-
First Review
53%
1st-Timers
76
Maintainers
A TierC++ 2.5k

man-group/ArcticDB

ArcticDB is a high performance, serverless DataFrame database built for the Python Data Science ecosystem.

72.7%
Merge Rate
4d
First Review
82%
1st-Timers
13
Maintainers
A TierPython 50.0k

pandas-dev/pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

56.5%
Merge Rate
1d
First Review
22%
1st-Timers
169
Maintainers
A TierPython 5.7k

biolab/orange3

🍊 :bar_chart: :bulb: Orange: Interactive data analysis

81.8%
Merge Rate
7d
First Review
100%
1st-Timers
6
Maintainers
A TierPython 4.2k

pydata/xarray

N-D labeled arrays and datasets in Python

39.0%
Merge Rate
8h
First Review
27%
1st-Timers
78
Maintainers
A TierPython 4.5k

unionai-oss/pandera

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

58.0%
Merge Rate
14h
First Review
50%
1st-Timers
21
Maintainers
A TierPython 4.1k

aws/aws-sdk-pandas

pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, Neptune, OpenSearch, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

79.2%
Merge Rate
2d
First Review
100%
1st-Timers
1
Maintainers
B TierRust 499

dimastbk/python-calamine

Python binding for Rust's library for reading excel and odf file - calamine.

87.5%
Merge Rate
4d
First Review
50%
1st-Timers
1
Maintainers
B TierRust 706

underloam/xbbg

Intuitive Data Workflows

60.0%
Merge Rate
2d
First Review
100%
1st-Timers
1
Maintainers
A TierPython 1.5k 1 GFIs

MaxHalford/prince

:crown: Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA

77.8%
Merge Rate
3d
First Review
50%
1st-Timers
1
Maintainers
A TierPython 22.0k

huggingface/datasets

🤗 The largest hub of ready-to-use datasets for AI models with fast, easy-to-use and efficient data manipulation tools

24.2%
Merge Rate
13h
First Review
19%
1st-Timers
100
Maintainers
B TierRust 117

nmandery/h3ronpy

A data science toolkit for the H3 geospatial grid

66.7%
Merge Rate
-
First Review
100%
1st-Timers
1
Maintainers
B TierJUJupyter Notebook 37.5k

microsoft/Data-Science-For-Beginners

10 Weeks, 20 Lessons, Data Science for All!

78.8%
Merge Rate
3h
First Review
71%
1st-Timers
1
Maintainers
B TierPython 204

biodatageeks/polars-bio

Blazing-Fast Bioinformatic Operations on Python DataFrames

94.4%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierTypeScript 108

ToucanToco/weaverbird

A visual data pipeline builder with various backends

70.6%
Merge Rate
14d
First Review
100%
1st-Timers
1
Maintainers
B TierPython 154

bmeares/Meerschaum

Create and manage data pipes with Meerschaum.

80.0%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierPython 6.7k

ibis-project/ibis

the portable Python dataframe library

15.6%
Merge Rate
-
First Review
0%
1st-Timers
28
Maintainers
B TierPython 358

python-windrose/windrose

A Python Matplotlib, Numpy library to manage wind data, draw windrose (also known as a polar rose plot), draw probability density function and fit Weibull distribution

97.0%
Merge Rate
4d
First Review
100%
1st-Timers
0
Maintainers
B TierScala 960

delta-io/delta-sharing

An open protocol for secure data sharing

74.2%
Merge Rate
-
First Review
50%
1st-Timers
1
Maintainers
B TierPython 412

Paradigmllc/gspread-pandas

Read and write Google Sheets as pandas DataFrames — column-matched appends, real dtypes, and layout detection for sheets that don't start at A1.

100.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
B TierPython 313

holoviz/spatialpandas

Pandas extension arrays for spatial/geometric operations

100.0%
Merge Rate
-
First Review
0%
1st-Timers
1
Maintainers