PyRank
pyexcel

pyexcel

Single API for reading, manipulating and writing data in csv, ods, xls, xlsx and xlsm files
PyPI GitHub Verified repo
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

pyexcel has 2.2M monthly downloads and 1K GitHub stars. Version 0.7.6 supports Python 3.6+, first published in 2014.

It is actively maintained under a permissive license, last released in Jun 2026.

It is built on top of lml, pyexcel-io and texttable. It is used by 39 tracked packages, including django-excel, doccano and pyrvt.

GitHub topics include excel, csv and xls.

Downloads
Day
94.6K
Week
539.1K
Month
2.2M
Stars
1.3K
Forks
167
Issues
9
Version
0.7.6

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
100
Popularity
65
Adoption
80
Community
50
Provenance
100
How the maintenance status was determined
Last commit
5 days ago
Monthly downloads
2,195,865
• Active
Activity within 30 days
Stable
Activity within 31-180 days
Minimal
Activity within 181-365 days, or no activity data
At Risk
No activity for > 365 days, but > 10,000 monthly downloads
Archived
Repository flagged as archived on GitHub
How the popularity category was determined
Monthly downloads
2,195,865
Stars
1,288
Stars per 1k downloads
0.59
Industry Standard
> 10,000,000 monthly downloads
Hidden Gem
< 0.5 stars per 1k downloads and > 100,000 monthly downloads
Community Favorite
> 5 stars per 1k downloads
• Rising Star
Balanced ratio of stars to downloads
Unknown
Fewer than 1,000 monthly downloads, or no star data
How download momentum is calculated
Week daily avg
77,013
Month daily avg
73,196
Momentum
+5.2%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.6
Cutting Edge
Minimum supported version is 3.12 or newer
Modern
Minimum supported version is 3.9, 3.10, or 3.11
• Legacy
Supports 3.8 or older (or Python 2)
Unknown
No requires_python specified or unparseable
License categories
License
New BSD
• Permissive
MIT, Apache, BSD, ISC, Unlicense, CC0, etc.
Copyleft
GPL, LGPL, AGPL, MPL, EPL, etc.
Proprietary
Commercial, all rights reserved, custom EULAs
Unknown
No license specified, or none of the above match
How the release cadence was determined
Last release
7 days ago
Total releases
58
Releases/year
5.0
Rapid
Last release within 365 days and > 12 releases/year
• Regular
Last release within 365 days
Slow
Last release 366-730 days ago
Stalled
Last release > 730 days ago, or no releases
Unknown
No usable release date available
How contributor risk was determined
Contributors
23
Monthly downloads
2,195,865
High Load
≤ 2 contributors and ≥ 50,000 monthly downloads
Moderate Load
< 10 contributors and ≥ 500,000 monthly downloads
Low Load
< 25 contributors and ≥ 5,000,000 monthly downloads, or sole maintainer with ≥ 10,000 monthly downloads
• Balanced
Enough contributors for the package's popularity
Unknown
No contributor data available
Engagement
43
 
Issue Burden
7.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
13.8%
contrib / forks
Stale Release
No
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 33.2K
Windows 265
macOS 152

Python Versions

3.10
52.8% 17.4K
3.11
42.0% 13.8K
3.12
2.8% 933
3.13
1.4% 469
3.9
0.9% 304

Top Countries

1. HK HK
16.2K
2. IN IN
9.7K
3. US US
4.0K
4. IE IE
2.3K
5. CN CN
348
6. DE DE
336
7. SG SG
295
8. NL NL
96
9. GB GB
75
10. FR FR
51
GitHub Topics
Tags from the package's GitHub repository describing what it does.

Package Information

License
New BSD
First Release
October 26, 2014
Last Release
1 week ago
Last Commit
6 days ago
Latest Version
0.7.6
Total Releases
58
Contributors
23
Open PRs
1
Archived
No
Author
C.W.
Python Versions
3.6 3.7 3.8
Wheels
py2 py3
Keywords
python tsv tsvzcsv csvz xls xlsx ods
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links