PyRank
vi3k6i5

flashtext

Extract Keywords from sentence or Replace keywords in sentences.
PyPI GitHub
No known security advisories. The current version has no OSV.dev malware reports and no critical or high-severity vulnerabilities.

flashtext has 2.6M monthly downloads and 6K GitHub stars. Version 2.7, first published in 2017.

It is showing limited recent maintenance under a permissive license, last released in Feb 2018.

It is used by 40 tracked packages, including datamule, local-geocode and agentmake.

GitHub topics include search-in-text, keyword-extraction and nlp.

Downloads
Day
79.7K
Week
569.0K
Month
2.6M
Stars
5.7K
Forks
596
Issues
59
Version
2.7

Package Insights

What's this?
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
30
Popularity
80
Adoption
70
Community
50
Provenance
0
How the maintenance status was determined
Last commit
1525 days ago
Monthly downloads
2,568,180
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
2,568,180
Stars
5,713
Stars per 1k downloads
2.22
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
81,290
Month daily avg
85,606
Momentum
-5.0%
((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
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
3062 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
2,568,180
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
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 71.0K
macOS 56
Windows 44

Python Versions

3.10
81.9% 57.3K
3.13
10.9% 7.6K
3.9
3.8% 2.6K
3.12
2.4% 1.7K
3.11
1.0% 725

Top Countries

1. US US
44.6K
2. DE DE
6.3K
3. JP JP
5.4K
4. GB GB
4.6K
5. CA CA
3.5K
6. SA SA
2.2K
7. AU AU
2.0K
8. IN IN
1.6K
9. IE IE
584
10. BE BE
208
GitHub Topics
Tags from the package's GitHub repository describing what it does.

Package Information

License
MIT License
First Release
August 16, 2017
Last Release
8 years ago
Last Commit
4 years ago
Latest Version
2.7
Total Releases
18
Contributors
10
Open PRs
11
Archived
No
Author
Vikash Singh
Python Versions
2.7 3.5 3.6
Tracking Since
January 6, 2026
Data Updated
July 5, 2026
Data Freshness
Fresh

Links