Package Insights
Package Risks
- No releases in 659 days despite active commits
Score breakdown - each component scores 0-100, weighted by percentage
Maintenance
70
Popularity
60
Adoption
67
Community
65
How the maintenance status was determined
Last commit
43 days ago
Monthly downloads
555,753
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
555,753
Stars
436
Stars per 1k downloads
0.78
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
17,985
Month daily avg
18,525
Momentum
-2.9%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100Python 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
703 days ago
Total releases
11
Releases/year
1.0
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
555,753
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
60
Issue Burden
82.6
per 1k stars
Discussions
0.0
per 1k stars
Fork Ratio
4.8%
contrib / forks
Stale Release
659d
PR Velocity
Active
Weekly Downloads
GitHub Stars
Not all downloads include detailed metadata. Breakdowns reflect the subset that does.
Downloads by OS
Linux
13.5K
Windows
1.3K
macOS
189
Python Versions
3.7
40.9%
5.9K
3.11
29.1%
4.2K
3.8
11.4%
1.6K
3.10
10.7%
1.5K
3.12
8.0%
1.1K
Top Countries
1.
GB
5.7K
GB
2.
US
4.1K
US
3.
NL
3.6K
NL
4.
SG
711
SG
5.
IN
344
IN
6.
CN
116
CN
7.
VN
109
VN
8.
DE
59
DE
9.
IE
42
IE
10.
HK
35
HK
Dependencies
4
- python-crfsuite >=0.9.7
- scikit-learn >=0.24.0
- tabulate >=0.4.2
- tqdm >=2.0
Used By
45
- rasa
- ez-address-parser
- formasaurus
- bnlp-toolkit
- soe-vinorm
- snips-nlu
- basicthainlp
- nlpashto
- crf-query-xtract
- nlkt
- hubnlp
- deep-kolibri
- bengalinlp
- dodfminer
- khnlp
- balinese-nlp
- harmonydata
- autogoal-sklearn
- gecco
- bf-nlu-banki
- infbot
- aichatbot
- khmer-segmenter
- g2pc
- bf-nlu
- deepai-nlp
- citation-extractor
- ner4opt
- nurphy
- poslog
- rasafou
- convo-nlu2
- simcrf
- nessie
- intently-nlu
- vnaddress-aws
- balistoryanalyzer
- custom-pyvi
- faktotum
- dsbundle
- treform-new
- news-inspector
- insurancespell
- pythaispell
- rasa-mini
Package Information
License
MIT license
First Release
November 27, 2015
Last Release
1 year ago
Last Commit
1 month ago
Latest Version
0.5.0
Total Releases
11
Contributors
10
Open PRs
6
Archived
No
Author
Mikhail Korobov
Python Versions
3
3.8
3.9
3.10
3.11
3.12
Wheels
py2
py3
Tracking Since
January 6, 2026
Data Updated
May 17, 2026
Data Freshness
Fresh