No known security advisories.
The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.
gspread-dataframe has 3.8M monthly downloads and 261 GitHub stars. Version 4.0.0, first published in 2017.
It is showing limited recent maintenance under a permissive license, last released in Jun 2024.
It is built on top of gspread, pandas and six. It is used by 31 tracked packages, including st-gsheets-connection, cxas-scrapi and llmvm-cli.
GitHub topics include gspread, pandas and pandas-dataframe.
Package Insights
Package Risks
- Moderate bus factor: only 4 contributor(s) for this download volume
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
40
Popularity
47
Adoption
70
Community
0
Provenance
0
How the maintenance status was determined
Last commit
465 days ago
Monthly downloads
3,759,777
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
3,759,777
Stars
261
Stars per 1k downloads
0.07
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
122,614
Month daily avg
125,326
Momentum
-2.2%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python version support tiers
requires_python
Not specified
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
Package does not declare a minimum Python version.
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
754 days ago
Total releases
25
Releases/year
2.7
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
4
Monthly downloads
3,759,777
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
21
Issue Burden
15.3
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
16.7%
contrib / forks
Stale Release
288d
PR Velocity
Quiet
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
105.9K
Windows
91
macOS
66
Python Versions
3.11
36.7%
37.9K
3.12
34.8%
35.8K
3.10
16.5%
17.0K
3.9
10.3%
10.6K
3.13
1.7%
1.8K
Top Countries
1.
US
53.7K
US
2.
IN
15.7K
IN
3.
SG
14.7K
SG
4.
IE
8.9K
IE
5.
KR
6.0K
KR
6.
DE
2.7K
DE
7.
NL
1.4K
NL
8.
BR
857
BR
9.
GB
766
GB
10.
JP
605
JP
Used By
31
- st-gsheets-connection
- cxas-scrapi
- llmvm-cli
- megaton
- sop-deutils
- data-science-common-core
- ranking-table-tennis
- data-path-config
- url-labeler
- gtech-ariel
- ocdskingfishercolab
- seo-overview
- greendiary
- yfinance-fetch
- ca-biositing-pipeline
- centercitypcs-utils
- facebook-feed-sync
- powerblog-toolkit
- sop-deutils-v2
- gsheet-api
- connectivator
- roshni
- dost
- bi-toolbox
- gsheets-connector
- gspread-delimited-export
- requests-stubs
- dateutil-stubs
- arielharush
- bongob
- pymdownx
GitHub Topics
Tags from the package's GitHub repository describing what it does.
Package Information
License
MIT
First Release
March 11, 2017
Last Release
2 years ago
Last Commit
1 year ago
Latest Version
4.0.0
Total Releases
25
Contributors
4
Open PRs
0
Archived
No
Author
Robin Thomas
Python Versions
3
Wheels
py2
py3
Keywords
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh