PyPI Stats
rhnfzl

squeakycleantext

Text preprocessing and PII anonymisation for NLP/ML. ONNX NER ensemble, language detection, stopword removal. Built for statistical ML and language models.
PyPI GitHub
Downloads
Day
4
Week
420
Month
1.8K
Stars
8
Forks
0
Issues
0
Version
0.6.1

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
13
Adoption
32
Community
0
How the maintenance status was determined
Last commit
67 days ago
Monthly downloads
1,807
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
1,807
Stars
8
Stars per 1k downloads
4.43
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
60
Month daily avg
60
Momentum
—
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Momentum not reported for packages with < 5,000 monthly downloads — percentages are noisy at low volume.
Python version support tiers
requires_python
>=3.11
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
MIT
• 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
67 days ago
Total releases
24
Releases/year
12.7
• 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
1
Monthly downloads
1,807
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
5
 
Issue Burden
-
per 1k stars
Discussions
-
per 1k stars
Fork Ratio
-
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

No OS data available

Python Versions

No Python version data available

Top Countries

1. CN CN
46
2. CA CA
1

Dependencies

12
22 optional dependencies

Used By

0
Not used by any tracked packages

Package Information

License
MIT
First Release
June 16, 2024
Last Release
2 months ago
Last Commit
2 months ago
Latest Version
0.6.1
Total Releases
24
Contributors
1
Open PRs
0
Archived
No
Author
Rehan Fazal
Python Versions
3 3.11 3.12 3.13
Keywords
text cleaning text preprocessing NLP natural language processing named entity recognition NER anonymization PII removal data cleaning machine learning ONNX language detection
Topics
named-entity-recognition text-cleaning text-anonymization gliner multilingual ner nlp onnx text-preprocessing text-preprocessing-with-nlp-techniques natural-language-processing python text-normalization token-classification anonymization machine-learning pii-removal transformers
Tracking Since
January 14, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links