PyPI Stats
single-cell-data

tiledbsoma

Python and R SOMA APIs using TileDB’s cloud-native format. Ideal for single-cell data at any scale.
PyPI GitHub
Downloads
Day
4.6K
Week
19.6K
Month
76.9K
Stars
124
Forks
30
Issues
93
Version
2.3.0

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
100
Popularity
44
Adoption
68
Community
65
How the maintenance status was determined
Last commit
7 days ago
Monthly downloads
76,933
• 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
76,933
Stars
124
Stars per 1k downloads
1.61
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
2,802
Month daily avg
2,564
Momentum
+9.2%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
>=3.9
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
98 days ago
Total releases
135
Releases/year
37.5
• 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
42
Monthly downloads
76,933
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
69
 
Issue Burden
750.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
140.0%
contrib / forks
Stale Release
91d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 1.3K
macOS 246
Windows 29

Python Versions

3.11
40.0% 642
3.12
38.1% 613
3.10
18.3% 294
3.9
2.9% 47
3.13
0.7% 11

Top Countries

1. US US
1.4K
2. SG SG
54
3. DE DE
40
4. CN CN
39
5. RO RO
39
6. NL NL
24
7. IN IN
16
8. VN VN
10
9. PL PL
9
10. ID ID
8

Dependencies

10
33 optional dependencies

Used By

6

Package Information

License
MIT
First Release
September 29, 2022
Last Release
3 months ago
Last Commit
1 week ago
Latest Version
2.3.0
Total Releases
135
Contributors
42
Open PRs
6
Archived
No
Author
TileDB, Inc.
Python Versions
3.9 3.10 3.11 3.12 3.13
Wheels
cp310 cp311 cp312 cp39
Topics
single-cell single-cell-genomics tiledb tiledb-api tiledb-soma
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links