PyPI Stats
saezlab

liana

LIANA+: an all-in-one framework for cell-cell communication
PyPI GitHub

Shared Repository

This package shares its GitHub repository (saezlab/liana-py) with 1 other package. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
1.0K
Week
4.2K
Month
28.1K
Stars
283
Forks
32
Issues
29
Version
1.7.1

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
65
Popularity
49
Adoption
44
Community
60
How the maintenance status was determined
Last commit
102 days ago
Monthly downloads
28,149
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
28,149
Stars
283
Stars per 1k downloads
10.05
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
606
Month daily avg
938
Momentum
-35.4%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
<3.14,>=3.10
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
BSD 3-Clause License
• 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
102 days ago
Total releases
27
Releases/year
7.8
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
66
Monthly downloads
28,149
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
49
 
Issue Burden
102.5
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
206.2%
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 72
macOS 14
Windows 12

Python Versions

3.11
41.5% 39
3.12
27.7% 26
3.10
13.8% 13
3.13
12.8% 12
3.14
4.3% 4

Top Countries

1. US US
47
2. CN CN
16
3. HK HK
9
4. JP JP
8
5. DE DE
7
6. SG SG
7
7. CH CH
2
8. GB GB
2
9. IE IE
2
10. KR KR
2

Dependencies

9
33 optional dependencies

Used By

4

Package Information

License
BSD 3-Clause License
First Release
November 15, 2022
Last Release
3 months ago
Last Commit
3 months ago
Latest Version
1.7.1
Total Releases
27
Contributors
66
Open PRs
1
Archived
No
Author
Daniel Dimitrov, Philipp Sven Lars Schäfer, Elias Farr, Pablo Rodriguez-Mier, Sebastian Lobentanzer, Pau Badia-i-Mompel, Aurelien Dugourd, Jovan Tanevski, Ricardo Omar Ramirez Flores, Julio Saez-Rodriguez
Python Versions
3.10 3.11 3.12 3.13
Wheels
py3
Topics
cell-cell-communication ligand-receptor python single-cell single-cell-rna-seq spatial spatialomics
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links