PyPI Stats
ipyflow

ipyflow

A reactive Python kernel for Jupyter notebooks.
PyPI GitHub

Shared Repository

This package shares its GitHub repository (ipyflow/ipyflow) with 1 other package. Stars, forks, and other GitHub metrics reflect the entire repository.
Downloads
Day
316
Week
2.1K
Month
8.2K
Stars
1.3K
Forks
24
Issues
33
Version
0.0.217

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
90
Popularity
57
Adoption
69
Community
10
How the maintenance status was determined
Last commit
14 days ago
Monthly downloads
8,150
• 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
8,150
Stars
1,267
Stars per 1k downloads
155.46
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
303
Month daily avg
272
Momentum
+11.6%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python 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
BSD-3-Clause
• 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
165 days ago
Total releases
129
Releases/year
28.4
• 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
3
Monthly downloads
8,150
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
24
 
Issue Burden
26.0
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
12.5%
contrib / forks
Stale Release
151d
 
PR Velocity
Active
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 282
macOS 153
Windows 132

Python Versions

3.11
33.5% 190
3.12
31.7% 180
3.13
31.0% 176
3.9
3.7% 21

Top Countries

1. US US
534
2. BR BR
21
3. SG SG
12
4. CA CA
2
5. NL NL
2

Dependencies

5
3 optional dependencies

Used By

1

Package Information

License
BSD-3-Clause
First Release
October 20, 2021
Last Release
5 months ago
Last Commit
2 weeks ago
Latest Version
0.0.217
Total Releases
129
Contributors
3
Open PRs
3
Archived
No
Author
Stephen Macke
Python Versions
3.6 3.7 3.8 3.9 3.10 3.11 3.12 3.13 3.14
Wheels
py2 py3
Topics
jupyter tracing static-analysis static-code-analysis lineage developer-tools pypi python nbsafety jupyter-notebooks notebooks highlighting dataflow ipyflow jupyterlab reactivity
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links