PyRank
vi3k6i5

flashtext

Extract Keywords from sentence or Replace keywords in sentences.
PyPI GitHub
More links
Download Stats
Monthly downloads
2.4M
Weekly downloads
594.1K
GitHub stars
5.7K

Downloads in the 30 and 7 days to October 10, 2026. Refreshed weekly.

Package Information

Latest Version
2.7
Requires Python
Not specified
Licence
MIT License
Last Release
8 years ago
Author
Vikash Singh
First Release
August 16, 2017
Total Releases
18
Python Versions
2.7 3.5 3.6
No reported malware or high/critical advisories · Details

The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
30
Popularity
80
Adoption
80
Community
50
Provenance
0
How the maintenance status was determined
Last commit
1627 days ago
Monthly downloads
2,431,390
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
2,431,390
Stars
5,704
Stars per 1k downloads
2.35
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
84,867
Month daily avg
81,046
Momentum
+4.7%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
More insights and metrics
Python version support tiers
requires_python
Not specified
Cutting Edge
Minimum supported version is 3.14 or newer
Modern
Minimum supported version is 3.11 to 3.13
Legacy
Supports 3.10 or older (or Python 2)
• Unknown
No requires_python specified or unparseable
Package does not declare a minimum Python version.
License categories
License
MIT 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
3164 days ago
Total releases
18
Releases/year
2.0
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
10
Monthly downloads
2,431,390
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
48
 
Issue Burden
10.3
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
1.7%
contrib / forks
Stale Release
1537d
 
PR Velocity
Active
 
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.

Downloads by OS

Linux 67.3K
macOS 70
Windows 42

Python Versions

3.13
79.5% 52.8K
3.10
9.0% 6.0K
3.12
6.5% 4.3K
3.9
3.7% 2.4K
3.11
1.3% 848

Top Countries

1. US US
43.0K
2. DE DE
6.0K
3. JP JP
3.6K
4. GB GB
3.2K
5. CA CA
3.1K
6. AU AU
2.3K
7. SA SA
2.1K
8. IN IN
1.5K
9. FR FR
1.1K
10. IE IE
775

Weekly Downloads

GitHub Stars

Dependencies

0
No dependencies

Used By

44
View all 44 dependents

Repository details

Forks
596
Issues
59
Last Commit
4 years ago
Contributors
10
Open PRs
12
Archived
No

Data and sources

Tracking Since
September 26, 2026
Data Updated
October 11, 2026
Data Freshness
Fresh
Sources and methodology