Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-08-27 15:42 UTC

data-privacy-stack / presidio

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.

PythonMIT★ 10,655 stars⑂ 1,260 forkssince May 2018View on GitHub ↗
KindCommand-line toolLibraryhow this is determined
#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

data-privacy-stack/presidio holds a health index of 98 out of 100, placing it in the Exceptional band. It scores highest on Vitality (96/100) and lowest on Sustainability & Governance (76/100). It was last updated today. 3 contributors account for most of its recent work.

98
overall / 100
Exceptional

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

98
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

The weighted overall 88 is calibrated to 98 on the published index scale (record calibration 2026-08-02).

Ownership

Data Privacy StackOrganization
45 followers4 public repossince Apr 2026

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIpresidio2.2.36414,491636 days agopresidio
PyPIpresidio-clipoints to another repo — not scored0.0.81,03061511 days agopiichecker
PyPIpresidio_analyzer2.2.3646,853,27310836 days agopresidio-analyzer
PyPIpresidio_anonymizer2.2.3644,968,9134436 days agopresidio-anonymizer
PyPIpresidio_structured0.0.828,736836 days agopresidio-structured
PyPIpresidio-image-redactor0.0.60200,9062436 days agopresidio-image-redactor

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

96Exceptional · 21% of overall

Development activity

98Exceptional
How it's scored
36/36Push recency — last push 0 days ago
33.9/36Commit cadence — 49/52 weeks with commits
18/18Commit volume — 288 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year288
human_commit_share1
days_since_last_push0
active_weeks_last_year49

Release discipline

92Excellent
How it's scored
27/27Ships releases — 49 releases published
36/36Release recency — latest release 36 days ago
19.8/27Release cadence — a release every ~81.1 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count49
latest_release_tag2.2.364
releases_from_tagsno
days_since_latest_release36
mean_days_between_releases81.1
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

96Exceptional · 17% of overall

Popularity & adoption

96Exceptional
How it's scored
60/60Stars — 10,655 stars
25/25Forks — 1,260 forks
11/15Watchers — 96 watchers
Inputs used
forks1,260
stars10,655
watchers96
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges—
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_services—
has_pull_request_templateyes

Ecosystem adoption (downloads)

100Exceptional
How it's scored
80/80Monthly downloads — 12,066,319 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagespresidio, presidio_analyzer, presidio_anonymizer, presidio_structured, presidio-image-redactor
dependents—
ecosystemspypi
total_downloads—
monthly_downloads12,066,319
unverified_packages_excluded—
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

76Good · 23% of overall

Maintainer resilience (bus factor)

75Good
How it's scored
36/54Bus factor — 3 contributor(s) cover half of all commits
15.8/22.5Commit distribution — top contributor authored 30% of commits
13.5/13.5Contributor breadth — 98 contributors
10/10OpenSSF Scorecard: Contributors — project has 5 contributing companies or organizations
Inputs used
bus_factor3
contributors_sampled98
top_contributor_share0.297

Issue & PR responsiveness

86Excellent
How it's scored
37.9/42Issue resolution — 90% of issues closed
22.8/30PR acceptance — 1,092/1,439 decided PRs merged
9.8/13Newcomer PR acceptance — 6/8 first-time contributors' PRs merged in 30d
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs1,092
open_issues55
closed_issues511
prs_merged_7d1
prs_decided_7d1
prs_merged_30d9
prs_decided_30d11
issue_closed_ratio0.903
closed_unmerged_prs347
first_time_authors_30d6
first_time_prs_merged_30d6
first_time_prs_decided_30d8

Ownership & stewardship

48Weak
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
12/25Owner reach — 45 followers of data-privacy-stack
5.8/25Track record — 4 public repos, account ~0 yr old
Inputs used
followers45
owner_typeOrganization
is_verifiedno
owner_logindata-privacy-stack
public_repos4
account_age_days136

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 5 package(s) on pypi
35/35Publish recency — latest publish 36 days ago
20/20Version history — 108 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagespresidio, presidio_analyzer, presidio_anonymizer, presidio_structured, presidio-image-redactor
ecosystemspypi
any_deprecatedno
min_days_since_publish36

Engineering Quality

Are baseline engineering and documentation practices in place?

96Exceptional · 19% of overall

Engineering practices

94Exceptional
How it's scored
24/24CI workflows — 6 workflow(s)
24/24Tests present
16/16Linter config — pyproject.toml ([tool.ruff])
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://presidio.dataprivacystack.org
10/10Repository description
10/10Topics — 20 topics
10/10Wiki
Inputs used
topicspython, 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
has_wikiyes
homepagehttps://presidio.dataprivacystack.org
docs_sitehttps://presidio.dataprivacystack.org
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

81Excellent · 16% of overall

Security posture

80Excellent
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
6/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 5 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
2.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 26 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate8
Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.

Dependency advisories

84Excellent
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
8.6/25Indirect dependencies free of known advisories — 1 affected: cryptography 48.0.1 (high 8.2)
40/40No advisories left outstanding — no advisory has been public longer than 90 days
Inputs used
sourceosv
advisories6
affected_packages1
assessed_packages55
unassessed_packages0
affected_by_severityhigh 1
direct_affected_packages0
Matched the pypi:presidio@2.2.364 runtime dependency closure — what installing the published package pulls in — 55 packages. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

82Excellent · 4% of overall

Agent context & guidance

85Excellent
How it's scored
45/45Agent instructions — .github/copilot-instructions.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 94 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.94
agent_instruction_files.github/copilot-instructions.md
agent_instruction_max_bytes26,269

Verify loop (build / test / typecheck)

74Good
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config — pyproject.toml ([tool.ruff])
11/11Static type checking — presidio-analyzer/presidio_analyzer/py.typed, presidio-anonymizer/presidio_anonymizer/py.typed, presidio-image-redactor/presidio_image_redactor/py.typed, presidio-structured/presidio_structured/py.typed
10/10Reproducible environment — devcontainer, Dockerfile, lockfile
10/10Demonstrated agent practice — 35 of the last 100 commits agent-authored or agent-credited
5/8Automated maintenance — dependency automation configured, none observed in the sampled commits
5/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
Inputs used
has_nixno
has_testsyes
lockfilesuv.lock
has_dockerfileyes
typed_languageno
bootstrap_files—
has_devcontaineryes
has_linter_configyes
typecheck_configspresidio-analyzer/presidio_analyzer/py.typed, presidio-anonymizer/presidio_anonymizer/py.typed, presidio-image-redactor/presidio_image_redactor/py.typed, presidio-structured/presidio_structured/py.typed
agent_commit_share0.35
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

82Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (presidio-analyzer/presidio_analyzer/py.typed, presidio-anonymizer/presidio_anonymizer/py.typed, presidio-image-redactor/presidio_image_redactor/py.typed, presidio-structured/presidio_structured/py.typed)
54.9/55Manageable file sizes — 1/498 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes64,127
source_files_sampled498
oversized_source_files1

Machine-readable interfaces

100Exceptional
How it's scored
0/40API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
0/20MCP server — not applicable to this kind of software
40/40Runnable examples — notebooks, recipes, samples
Inputs used
example_dirsnotebooks, recipes, samples
has_mcp_signalno
api_schema_files—
interfaces_expected_of—
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto), MCP server. Remaining weights renormalized.

Key facts

10,655GitHub stars
98contributors
288commits, last 12 months
0days since last push
49releases
3bus factor
55open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • pypi package 'presidio-cli' points at a different repository (https://github.com/insightsengineering/presidio-cli); excluded from ecosystem scoring

More detail

Star and fork history 0 ★ / 1,260 ⇿
0Stars
1,260Forks
29Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

Only the most recent history is shown — this repository exceeds the collection window, so the earliest history is not captured.

2004006008001,0001,2001,4001,260472021-082024-022026-08
Major 0Minor 0Patch 28

Each point covers 5 days.

OpenSSF Scorecard 8.0 / 10
8.0aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-08-27 15:40 UTC

10Binary-Artifactsno binaries found in the repo
8Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 5 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 5
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities26 existing vulnerabilities detected
Direct dependencies 31
RegistryPackageVersion constraintManifest
PyPIspacy(>=3.4.4,!=3.7.0,<4.0.0)presidio-analyzer/pyproject.toml
PyPIspacy(>=3.4.4,!=3.7.0,!=3.8.14,<4.0.0)presidio-analyzer/pyproject.toml
PyPInumpy(>=1.19.0,<2.5.0)presidio-analyzer/pyproject.toml
PyPIclick(>=8.1.0,<9.0.0)presidio-analyzer/pyproject.toml
PyPIregex(>=2023.0.0)presidio-analyzer/pyproject.toml
PyPItldextract(>=5.3.1,<6.0.0)presidio-analyzer/pyproject.toml
PyPIpyyaml(>=6.0.3,<7.0.0)presidio-analyzer/pyproject.toml
PyPIphonenumbers(>=9.0.28,<10.0.0)presidio-analyzer/pyproject.toml
PyPIpydantic(>=2.12.5,<3.0.0)presidio-analyzer/pyproject.toml
PyPIcryptography(>=48.0.1,<49.0.0)presidio-anonymizer/pyproject.toml
PyPIpresidio-analyzer(>=2.2.0,<3.0.0)presidio-cli/pyproject.toml
PyPIpyyaml(>=6.0.0,<7.0.0)presidio-cli/pyproject.toml
PyPIpathspec(>=0.9.0,<2.0.0)presidio-cli/pyproject.toml
PyPIclick(>=8.1.0,<9.0.0)presidio-cli/pyproject.toml
PyPIpillow>=12.3.0,<13.0.0presidio-image-redactor/pyproject.toml
PyPIpytesseract(>=0.3.13,<0.4)presidio-image-redactor/pyproject.toml
PyPIpresidio-analyzer(>=2.2.0,<3.0.0)presidio-image-redactor/pyproject.toml
PyPImatplotlib(>=3.6.0,<4.0.0)presidio-image-redactor/pyproject.toml
PyPIpydicom(>=2.3.0,<4.0.0)presidio-image-redactor/pyproject.toml
PyPIpypng(>=0.20220715.0,<1.0.0)presidio-image-redactor/pyproject.toml
PyPIazure-ai-formrecognizer(>=3.3.3,<4.0.0)presidio-image-redactor/pyproject.toml
PyPIopencv-python(>=4.13.0.92,<5.0.0)presidio-image-redactor/pyproject.toml
PyPIpython-gdcm(>=3.0.24.1,<4.0.0)presidio-image-redactor/pyproject.toml
PyPIspacy(>=3.8.7,<4.0.0)presidio-image-redactor/pyproject.toml
PyPIspacy(>=3.8.7,!=3.8.14,<4.0.0)presidio-image-redactor/pyproject.toml
PyPIpresidio-analyzer(>=2.2.0,<3.0.0)presidio-structured/pyproject.toml
PyPIpresidio-anonymizer(>=2.2.364,<3.0.0)presidio-structured/pyproject.toml
PyPIpandas(>=1.5.2,<4.0.0)presidio-structured/pyproject.toml
PyPIclick(>=8.1.0,<9.0.0)presidio-structured/pyproject.toml
PyPIpresidio-analyzer(>=2.2.0,<3.0.0)presidio/pyproject.toml
PyPIpresidio-anonymizer(>=2.2.0,<3.0.0)presidio/pyproject.toml
All dependencies 295

Full resolved dependency set from the GitHub dependency graph: 44 direct and 251 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
PyPIazure-ai-formrecognizer3.3.3direct
PyPIclick8.4.2direct
PyPIcryptography46.0.7direct
PyPIcryptography48.0.1direct
PyPIcryptography49.0.0direct
PyPImatplotlib3.10.9direct
PyPImatplotlib3.11.0direct
PyPInumpy2.0.2direct
PyPInumpy2.2.6direct
PyPInumpy2.4.6direct
PyPIopencv-python4.13.0.92direct
PyPIpandas—direct
PyPIpandas2.3.3direct
PyPIpandas3.0.3direct
PyPIpathspec—direct
PyPIpathspec1.1.1direct
PyPIphonenumbers9.0.33direct
PyPIphonenumbers9.0.34direct
PyPIpillow12.2.0direct
PyPIpillow12.3.0direct
PyPIpresidio-analyzer—direct
PyPIpresidio-analyzer2.2.355direct
PyPIpresidio-analyzer2.2.359direct
PyPIpresidio-analyzer2.2.362direct
PyPIpresidio-analyzer2.2.363direct
PyPIpresidio-analyzer2.2.364direct
PyPIpresidio-anonymizer—direct
PyPIpresidio-anonymizer2.2.355direct
PyPIpresidio-anonymizer2.2.363direct
PyPIpresidio-anonymizer2.2.364direct
PyPIpydantic2.13.4direct
PyPIpydantic2.9.2direct
PyPIpydicom3.0.2direct
PyPIpypng0.20220715.0direct
PyPIpytesseract0.3.13direct
PyPIpython-gdcm3.2.6direct
PyPIpyyaml—direct
PyPIpyyaml6.0.3direct
PyPIregex2026.6.28direct
PyPIregex2026.7.10direct
PyPIspacy3.8.13direct
PyPIspacy3.8.14direct
PyPIspacy3.8.2direct
PyPItldextract5.3.1direct
PyPIabsl-py2.4.0indirect
PyPIabsl-py2.5.0indirect
PyPIaccelerate1.14.0indirect
PyPIaiohappyeyeballs2.7.1indirect
PyPIaiohttp3.14.1indirect
PyPIaiosignal1.4.0indirect
PyPIannotated-doc0.0.4indirect
PyPIannotated-types0.7.0indirect
PyPIanyio4.14.1indirect
PyPIasync-timeout5.0.1indirect
PyPIattrs26.1.0indirect
PyPIazure-ai-textanalytics—indirect
PyPIazure-ai-textanalytics5.4.0indirect
PyPIazure-common1.1.28indirect
PyPIazure-core1.41.0indirect
PyPIazure-health-deidentification1.1.0b1indirect
PyPIazure-identity1.25.3indirect
PyPIblack—indirect
PyPIblinker1.9.0indirect
PyPIblis1.0.2indirect
PyPIblis1.3.3indirect
PyPIbuild1.2.2.post1indirect
PyPIcatalogue2.0.10indirect
PyPIcertifi2026.6.17indirect
PyPIcffi2.0.0indirect
PyPIcffi2.1.0indirect
PyPIcfgv3.5.0indirect
PyPIchardet7.4.3indirect
PyPIcharset-normalizer3.4.7indirect
PyPIcharset-normalizer3.4.9indirect
PyPIcloudpathlib0.24.0indirect
PyPIcolorama0.4.6indirect
PyPIcoloredlogs15.0.1indirect
PyPIconfection0.1.5indirect
PyPIconfection1.3.3indirect
PyPIconfigargparse1.7indirect
PyPIcontourpy1.3.2indirect
PyPIcontourpy1.3.3indirect
PyPIcoverage7.14.3indirect
PyPIcoverage7.15.0indirect
PyPIcuda-bindings13.3.1indirect
PyPIcuda-pathfinder1.5.6indirect
PyPIcuda-toolkit13.0.2indirect
PyPIcuda-toolkit13.0.3.0indirect
PyPIcycler0.12.1indirect
PyPIcymem2.0.11indirect
PyPIcymem2.0.13indirect
PyPIdiff-cover10.3.0indirect
PyPIdistlib0.4.3indirect
PyPIdistro1.9.0indirect
PyPIemoji2.15.0indirect
PyPIexceptiongroup1.3.1indirect
PyPIfastapi—indirect
PyPIfastapi0.129.0indirect
PyPIfilelock3.29.4indirect
PyPIfilelock3.29.5indirect
PyPIfilelock3.29.7indirect
PyPIflair—indirect
PyPIflask3.1.3indirect
PyPIflatbuffers25.12.19indirect
PyPIfonttools4.63.0indirect
PyPIfrozenlist1.8.0indirect
PyPIfsspec2026.6.0indirect
PyPIgliner0.2.27indirect
PyPIgoogle-api-core2.31.0indirect
PyPIgoogle-auth2.55.1indirect
PyPIgoogle-auth2.55.2indirect
PyPIgoogle-cloud-core2.6.0indirect
PyPIgoogle-cloud-storage3.12.0indirect
PyPIgoogle-cloud-storage3.12.1indirect
PyPIgoogle-crc32c1.8.0indirect
PyPIgoogle-genai2.10.0indirect
PyPIgoogle-genai2.11.0indirect
PyPIgoogle-resumable-media2.10.0indirect
PyPIgoogleapis-common-protos1.75.0indirect
PyPIgunicorn25.3.0indirect
PyPIh110.16.0indirect
PyPIhf-xet1.5.1indirect
PyPIhttpcore1.0.9indirect
PyPIhttpx0.28.1indirect
PyPIhuggingface-hub0.36.2indirect
PyPIhumanfriendly10.0indirect
PyPIidentify2.6.19indirect
PyPIidna3.18indirect
PyPIiniconfig2.3.0indirect
PyPIisodate0.7.2indirect
PyPIitsdangerous2.2.0indirect
PyPIjinja23.1.6indirect
PyPIjiter0.16.0indirect
PyPIkiwisolver1.5.0indirect
PyPIlangcodes3.5.1indirect
PyPIlangextract1.5.0indirect
PyPIlangextract1.6.0indirect
PyPImarkdown—indirect
PyPImarkdown-it-py4.2.0indirect
PyPImarkupsafe3.0.3indirect
PyPImdurl0.1.2indirect
PyPImkdocstrings-python—indirect
PyPIml-collections1.1.0indirect
PyPImore-itertools11.1.0indirect
PyPImpmath1.3.0indirect
PyPImsal1.37.0indirect
PyPImsal-extensions1.3.1indirect
PyPImsrest0.7.1indirect
PyPImultidict6.7.1indirect
PyPImurmurhash1.0.12indirect
PyPImurmurhash1.0.15indirect
PyPInbconvert—indirect
PyPInetworkx3.4.2indirect
PyPInetworkx3.6.1indirect
PyPInodeenv1.10.0indirect
PyPInvidia-cublas13.1.1.3indirect
PyPInvidia-cuda-cupti13.0.85indirect
PyPInvidia-cuda-nvrtc13.0.88indirect
PyPInvidia-cuda-runtime13.0.96indirect
PyPInvidia-cudnn-cu139.20.0.48indirect
PyPInvidia-cufft12.0.0.61indirect
PyPInvidia-cufile1.15.1.6indirect
PyPInvidia-curand10.4.0.35indirect
PyPInvidia-cusolver12.0.4.66indirect
PyPInvidia-cusparse12.6.3.3indirect
PyPInvidia-cusparselt-cu130.8.1indirect
PyPInvidia-nccl-cu132.29.7indirect
PyPInvidia-nvjitlink13.0.88indirect
PyPInvidia-nvjitlink13.3.33indirect
PyPInvidia-nvshmem-cu133.4.5indirect
PyPInvidia-nvtx13.0.85indirect
PyPIoauthlib3.3.1indirect
PyPIonnxruntime1.23.2indirect
PyPIonnxruntime1.27.0indirect
PyPIopenai—indirect
PyPIopenai1.37.1indirect
PyPIopenai2.44.0indirect
PyPIopenai2.45.0indirect
PyPIopentelemetry-api—indirect
PyPIopentelemetry-exporter-otlp-proto-grpc—indirect
PyPIopentelemetry-sdk—indirect
PyPIpackaging26.0indirect
PyPIpackaging26.2indirect
PyPIpip26.1.2indirect
PyPIplatformdirs4.10.0indirect
PyPIpluggy1.6.0indirect
PyPIpre-commit—indirect
PyPIpre-commit4.6.0indirect
PyPIpreshed3.0.13indirect
PyPIpreshed3.0.9indirect
PyPIpresidio-cli0.0.9indirect
PyPIpresidio-image-redactor—indirect
PyPIpresidio-image-redactor0.0.60indirect
PyPIpresidio-structured—indirect
PyPIpresidio-structured0.0.8indirect
PyPIpropcache0.5.2indirect
PyPIproto-plus1.28.0indirect
PyPIproto-plus1.28.1indirect
PyPIprotobuf7.35.1indirect
PyPIpsutil7.2.2indirect
PyPIpyasn10.6.3indirect
PyPIpyasn10.6.4indirect
PyPIpyasn1-modules0.4.2indirect
PyPIpycparser3.0indirect
PyPIpydantic-core2.46.4indirect
PyPIpygments—indirect
PyPIpygments2.20.0indirect
PyPIpyjwt2.13.0indirect
PyPIpymdown-extensions—indirect
PyPIpyparsing3.3.2indirect
PyPIpyproject-hooks1.2.0indirect
PyPIpyreadline33.5.6indirect
PyPIpytest—indirect
PyPIpytest9.1.1indirect
PyPIpytest-cov—indirect
PyPIpytest-cov7.1.0indirect
PyPIpytest-mock—indirect
PyPIpytest-mock3.15.1indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-discovery1.4.2indirect
PyPIpython-discovery1.4.3indirect
PyPIpython-discovery1.4.4indirect
PyPIpython-dotenv—indirect
PyPIpython-dotenv1.2.2indirect
PyPIpytz2026.2indirect
PyPIredis5.0.8indirect
PyPIrequests—indirect
PyPIrequests2.34.2indirect
PyPIrequests-file3.0.1indirect
PyPIrequests-oauthlib2.0.0indirect
PyPIrich15.0.0indirect
PyPIruff—indirect
PyPIruff0.15.20indirect
PyPIruff0.15.21indirect
PyPIruff0.9.2indirect
PyPIsafetensors0.8.0indirect
PyPIsentencepiece0.2.1indirect
PyPIsentencepiece0.2.2indirect
PyPIsetuptools81.0.0indirect
PyPIsetuptools82.0.1indirect
PyPIsetuptools83.0.0indirect
PyPIshellingham1.5.4indirect
PyPIsix1.17.0indirect
PyPIsmart-open7.7.1indirect
PyPIsmart-open8.0.0indirect
PyPIsniffio1.3.1indirect
PyPIspacy-huggingface-pipelines0.0.4indirect
PyPIspacy-legacy3.0.12indirect
PyPIspacy-loggers1.0.5indirect
PyPIsrsly2.4.8indirect
PyPIsrsly2.5.3indirect
PyPIst-annotated-text—indirect
PyPIstanza1.13.0indirect
PyPIstreamlit—indirect
PyPIstreamlit-tags—indirect
PyPIsympy1.14.0indirect
PyPItenacity9.1.4indirect
PyPItermcolor3.3.0indirect
PyPItextual0.79.1indirect
PyPItextual-serve1.1.1indirect
PyPIthinc8.3.13indirect
PyPIthinc8.3.2indirect
PyPItokenizers0.22.2indirect
PyPItomli2.4.1indirect
PyPItorch—indirect
PyPItorch2.12.1indirect
PyPItorch2.13.0indirect
PyPItqdm4.68.3indirect
PyPItqdm4.68.4indirect
PyPItransformers4.57.6indirect
PyPItriton3.7.1indirect
PyPItyper0.26.8indirect
PyPItyper-slim0.24.0indirect
PyPItyping-extensions4.15.0indirect
PyPItyping-extensions4.16.0indirect
PyPItyping-inspection0.4.2indirect
PyPItzdata2026.2indirect
PyPItzdata2026.3indirect
PyPIudapi0.5.2indirect
PyPIudtools0.2.8indirect
PyPIurllib32.7.0indirect
PyPIuvicorn—indirect
PyPIuvicorn0.30.6indirect
PyPIvirtualenv21.5.1indirect
PyPIvirtualenv21.6.1indirect
PyPIwaitress3.0.2indirect
PyPIwasabi1.1.3indirect
PyPIweasel0.4.3indirect
PyPIweasel1.0.0indirect
PyPIwebsockets16.0indirect
PyPIwebsockets16.1indirect
PyPIwerkzeug3.1.8indirect
PyPIwrapt2.2.2indirect
PyPIyarl1.24.2indirect
PyPIzensical—indirect
Dependency advisories 1

Installing pypi:presidio@2.2.364 pulls in 55 packages, direct and transitive: 1 carry known advisories, of which 0 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
cryptography48.0.1indirecthigh650.0.0

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

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Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — PyPI.