PyPI Stats
microsoft

presidio-structured

An open-source framework for detecting, redacting, masking, and anonymizing sensitive data (PII) across text, images, and structured data. Supports NLP, pattern matching, and customizable pipelines.
PyPI GitHub
Downloads
Day
561
Week
3.3K
Month
14.2K
Stars
7.9K
Forks
1.0K
Issues
60
Version
0.0.6

Package Insights

What's this?
Score breakdown - each component scores 0–100, weighted by percentage
Maintenance
80
Popularity
84
Adoption
61
Community
80
How the maintenance status was determined
Last commit
6 days ago
Monthly downloads
14,157
• 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
14,157
Stars
7,922
Stars per 1k downloads
559.58
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
478
Month daily avg
472
Momentum
+1.4%
((week_daily_avg - month_daily_avg) / month_daily_avg) * 100
Python version support tiers
requires_python
<4.0,>=3.9
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
297 days ago
Total releases
5
Releases/year
2.2
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
10,000
Monthly downloads
14,157
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
87
 
Issue Burden
7.6
per 1k stars
Discussions
17.3
per 1k stars
Fork Ratio
971.8%
contrib / forks
Stale Release
290d
 
PR Velocity
Quiet
 

Weekly Downloads

GitHub Stars

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

Downloads by OS

Linux 343
Windows 2

Python Versions

3.12
62.2% 176
3.11
11.7% 33
3.13
9.5% 27
3.14
8.5% 24
3.10
8.1% 23

Top Countries

1. US US
249
2. IE IE
76
3. PL PL
14
4. NL NL
4
5. AE AE
2
6. CA CA
1

Dependencies

4

Used By

3

Package Information

License
MIT
First Release
February 12, 2024
Last Release
9 months ago
Last Commit
6 days ago
Latest Version
0.0.6
Total Releases
5
Contributors
10,000
Open PRs
11
Archived
No
Author
Presidio
Python Versions
3.9 3.10 3.11 3.12
Wheels
py3
Keywords
presidio_structured
Topics
python pii privacy data-anonymization de-identification data-masking transformers pii-detection data-obfuscation data-privacy data-redaction guardrails image-redactor named-entity-recognition nlp personally-identifiable-information phi sensitive-data spacy anonymization
Tracking Since
January 6, 2026
Data Updated
May 3, 2026
Data Freshness
Fresh

Links