PyPI Stats
root-11

tablite

multiprocessing enabled out-of-memory data analysis library for tabular data.
PyPI GitHub
Downloads
Day
190
Week
417
Month
3.2K
Stars
36
Forks
7
Issues
0
Version
2023.11.6

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
16
Popularity
30
Adoption
35
Community
30
How the maintenance status was determined
Last commit
33 days ago
Monthly downloads
3,220
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
Repository is archived on GitHub — no further commits expected.
How the popularity category was determined
Monthly downloads
3,220
Stars
36
Stars per 1k downloads
11.18
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
60
Month daily avg
107
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
>=3.8
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
MIT
• 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
726 days ago
Total releases
177
Releases/year
30.2
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
6
Monthly downloads
3,220
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
40
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
85.7%
contrib / forks
Stale Release
692d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

No OS data available

Python Versions

3.13
100.0% 1

Top Countries

1. CN CN
177
2. CA CA
1
3. US US
1

Dependencies

17

Used By

0
Not used by any tracked packages

Package Information

License
MIT
First Release
June 27, 2020
Last Release
1 year ago
Last Commit
1 month ago
Latest Version
2023.11.6
Total Releases
177
Contributors
6
Open PRs
1
Archived
Yes
Author
https://github.com/root-11
Python Versions
3.8 3.9 3.10 3.11 3.12
Wheels
py3
Keywords
all any average column columns count csv data imputation date range dict excel filter first from from_pandas groupby guess imputation in-memory index indexing inner join is sorted json last left join list list on disk log max median min
Topics
pivot-tables filereader datatype disk tabular-data python etl excel pandas table data-analysis data-science
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links