https://github.com/data-privacy-stack/presidio

anonymization data-anonymization data-masking data-obfuscation data-privacy data-redaction de-identification guardrails image-redactor named-entity-recognition nlp personally-identifiable-information phi pii pii-detection privacy python sensitive-data spacy transformers

Score: 30.801566726580038

Last synced: about 22 hours ago
JSON representation

Repository metadata:

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.

Host: GitHub
URL: https://github.com/data-privacy-stack/presidio
Owner: data-privacy-stack
License: mit
Created: 2018-05-04T11:08:58.000Z (over 8 years ago)
Default Branch: main
Last Pushed: 2026-11-01T09:32:36.000Z (1 day ago)
Last Synced: 2026-11-01T19:48:05.544Z (about 23 hours ago)
Topics: anonymization, data-anonymization, data-masking, data-obfuscation, data-privacy, data-redaction, de-identification, guardrails, image-redactor, named-entity-recognition, nlp, personally-identifiable-information, phi, pii, pii-detection, privacy, python, sensitive-data, spacy, transformers
Language: Python
Homepage: https://presidio.dataprivacystack.org
Size: 327 MB
Stars: 11,622
Watchers: 95
Forks: 1,403
Open Issues: 236
Metadata Files:
- Readme: README.MD
- Changelog: CHANGELOG.md
- Contributing: CONTRIBUTING.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
- Codeowners: .github/CODEOWNERS
- Security: SECURITY.md
- Support: SUPPORT.md
- Notice: NOTICE
- Agents: AGENTS.md
- Claude: CLAUDE.md
- Copilot: .github/copilot-instructions.md

Owner metadata:

Name: Data Privacy Stack
Login: data-privacy-stack
Email: contact@dataprivacystack.org
Kind: organization
Description: Tools for AI native privacy preserving technologies
Website: dataprivacystack.org
Location:
Twitter:
Company:
Icon url: https://avatars.githubusercontent.com/u/275623515?v=4
Repositories: 4
Last Synced at: 2026-11-01T16:32:51.877Z
Profile URL: https://github.com/data-privacy-stack

GitHub Events

Total

Create event: 27
Delete event: 12
Fork event: 7
Issue comment event: 13
Issues event: 6
Pull request event: 25
Pull request review comment event: 14
Pull request review event: 22
Push event: 60
Watch event: 42
Total: 228

Last Year

Create event: 27
Delete event: 12
Fork event: 7
Issue comment event: 13
Issues event: 6
Pull request event: 25
Pull request review comment event: 14
Pull request review event: 22
Push event: 60
Watch event: 42
Total: 228

Committers metadata

Last synced: about 23 hours ago

Total Commits: 1,470
Total Committers: 224
Avg Commits per committer: 6.563
Development Distribution Score (DDS): 0.767

Commits in past year: 280
Committers in past year: 82
Avg Commits per committer in past year: 3.415
Development Distribution Score (DDS) in past year: 0.814

Name	Email	Commits
Omri Mendels	o****4	342
Sharon Hart	s**v@g**m	150
balteravishay	a**r@g**m	99
sharon	s**t@m**m	89
shiranrubin	s**n@m**m	80
dependabot[bot]	4****]	71
Nava Vaisman Levy	n****v	63
Elad Iwanir	1****w	52
Copilot	1****t	39
Itye	i**e@i**l	34
Nile Wilson	5****o	28
Itye Richter	i**r@m**m	25
Tamir Kamara	2****a	19
Tomer Rosenthal	t**t@m**m	19
Bianca Furtuna	b**d@y**m	12
Ron Shakutai	5****i	11
jichaowang02-lang	j**2@g**m	11
Ron Shakutai	5****t	8
Ilana Kantorov	i**k@m**m	8
Dor Lugasi-Gal	d**l@g**m	6
Siwoo Jung	1****g	6
Roey Ben Chaim	r**m@g**m	6
Limor Lahiani	l**l@m**m	5
Stef Heyenrath	S**h@g**m	4
Tolulope Jegede	4****z	4
Vijay Devane	6****7	4
Steve Haigh	s**h@h**m	4
uwezkhan	1****n	4
mark van tilburg	m**g@g**m	4
Milton	3****m	4
and 194 more...

Issue and Pull Request metadata

Last synced: about 23 hours ago

Total issues: 70
Total pull requests: 241
Average time to close issues: 12 days
Average time to close pull requests: 7 days
Total issue authors: 50
Total pull request authors: 104
Average comments per issue: 0.71
Average comments per pull request: 1.88
Merged pull request: 96
Bot issues: 0
Bot pull requests: 3

Past year issues: 67
Past year pull requests: 241
Past year average time to close issues: 12 days
Past year average time to close pull requests: 7 days
Past year issue authors: 47
Past year pull request authors: 104
Past year average comments per issue: 0.63
Past year average comments per pull request: 1.88
Past year merged pull request: 96
Past year bot issues: 0
Past year bot pull requests: 3

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/data-privacy-stack/presidio

Top Issue Authors

developer0hye (6)
juno-junho (6)
feiiiiii5 (4)
mbukowicz (3)
eliem08 (3)
DG47 (2)
kes31 (2)
Joey239716 (2)
guia-matthieu (1)
beskvladimir-create (1)
HardMax71 (1)
ItsPaulAT (1)
RaphaelFakhri (1)
bhargavikalicheti (1)
MaklTa (1)

Top Pull Request Authors

SharonHart (21)
omri374 (16)
Copilot (14)
jichaowang02-lang (11)
RonShakutai (8)
bIackr0se (7)
developer0hye (6)
feiiiiii5 (5)
AUTHENSOR (5)
Support-itecz (5)
ultramancode (5)
aamirtechs (4)
juno-junho (4)
rodboev (4)
zstring (4)

Top Issue Labels

analyzer (1)
good first issue (1)
image-anonymization (1)
PII recognizers (1)
bug (1)

Top Pull Request Labels

external (175)
test (92)
analyzer (82)
PII recognizers (58)
documentation (53)
yaml-config (28)
anonymizer (14)
dependencies (11)
samples (9)
structured-data (7)
rest-api (6)
ci (5)
image-anonymization (5)
deployment (4)
context-enhancement (4)
nlp-engine (4)
python:uv (3)
dicom (3)
cli (2)

Package metadata

Total packages: 7
Total downloads:
- pypi: 8,967,478 last-month
- conda: 85 total
Total docker downloads: 186
Total dependent packages: 75 (may contain duplicates)
Total dependent repositories: 70 (may contain duplicates)
Total versions: 207
Total maintainers: 4

pypi.org: presidio-analyzer

Presidio Analyzer package

Homepage: https://github.com/data-privacy-stack/presidio
Documentation: https://presidio-analyzer.readthedocs.io/
Licenses: MIT
Latest release: 2.2.366 (published 6 days ago)
Last Synced: 2026-11-01T19:48:25.503Z (about 23 hours ago)
Versions: 111
Dependent Packages: 42
Dependent Repositories: 49
Downloads: 5,248,154 Last month
Docker Downloads: 96
Rankings:
- Dependent packages count: 0.527%
- Downloads: 0.71%
- Stargazers count: 1.443%
- Average: 1.847%
- Dependent repos count: 2.102%
- Forks count: 2.618%
- Docker downloads count: 3.68%
Maintainers (2)
- SharonHart
- omrimendels

pypi.org: presidio-anonymizer

Presidio Anonymizer package - replaces analyzed text with desired values.

Homepage: https://github.com/data-privacy-stack/presidio
Documentation: https://presidio-anonymizer.readthedocs.io/
Licenses: MIT
Latest release: 2.2.366 (published 6 days ago)
Last Synced: 2026-11-01T19:48:09.679Z (about 23 hours ago)
Versions: 46
Dependent Packages: 30
Dependent Repositories: 20
Downloads: 3,550,559 Last month
Docker Downloads: 90
Rankings:
- Dependent packages count: 0.796%
- Downloads: 0.876%
- Stargazers count: 1.443%
- Average: 2.218%
- Forks count: 2.618%
- Dependent repos count: 3.236%
- Docker downloads count: 4.339%
Maintainers (3)

proxy.golang.org: github.com/data-privacy-stack/presidio

Homepage: https://github.com/data-privacy-stack/presidio
Documentation: https://pkg.go.dev/github.com/data-privacy-stack/presidio#section-documentation
Licenses: MIT
Latest release: v0.1.3 (published almost 8 years ago)
Last Synced: 2026-11-01T19:48:10.423Z (about 23 hours ago)
Versions: 4
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 4.152%
- Average: 4.296%
- Dependent repos count: 4.44%

pypi.org: presidio-image-redactor

Presidio image redactor package

Homepage: https://github.com/data-privacy-stack/presidio
Documentation: https://presidio-image-redactor.readthedocs.io/
Licenses: MIT
Latest release: 0.0.62 (published 6 days ago)
Last Synced: 2026-11-01T19:48:09.712Z (about 23 hours ago)
Versions: 26
Dependent Packages: 3
Dependent Repositories: 1
Downloads: 83,579 Last month
Rankings:
- Stargazers count: 1.443%
- Dependent packages count: 2.377%
- Forks count: 2.618%
- Downloads: 3.041%
- Average: 6.201%
- Dependent repos count: 21.526%
Maintainers (2)
- presidio
- omrimendels

pypi.org: presidio

Presidio - Data Protection and De-identification SDK

Homepage: https://github.com/data-privacy-stack/presidio
Documentation: https://presidio.readthedocs.io/
Licenses: MIT
Latest release: 2.2.366 (published 6 days ago)
Last Synced: 2026-11-01T19:48:31.164Z (about 23 hours ago)
Versions: 9
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 6,812 Last month
Rankings:
- Dependent packages count: 10.293%
- Average: 34.111%
- Dependent repos count: 57.929%
Maintainers (1)
- SharonHart

pypi.org: presidio-structured

Presidio structured package - analyzes and anonymizes structured and semi-structured data.

Homepage: https://github.com/data-privacy-stack/presidio
Documentation: https://presidio-structured.readthedocs.io/
Licenses: MIT
Latest release: 0.0.10 (published 6 days ago)
Last Synced: 2026-11-01T19:48:27.433Z (about 23 hours ago)
Versions: 10
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 78,374 Last month
Rankings:
- Dependent packages count: 9.864%
- Average: 37.477%
- Dependent repos count: 65.091%
Maintainers (1)
- SharonHart

anaconda.org: presidio-analyzer

The Presidio analyzer is a Python based service for detecting PII entities in text. During analysis it runs a set of different PII Recognizers, each one in charge of detecting one or more PII entities using different mechanisms. Presidio analyzer comes with a set of predefined recognizers, but can easily be extended with other types of custom recognizers. Predefined and custom recognizers leverage regex, Named Entity Recognition and other types of logic to detect PII in unstructured text.

Homepage: https://github.com/data-privacy-stack/presidio
Licenses: MIT
Latest release: 2.2.364 (published 2 months ago)
Last Synced: 2026-08-29T01:35:44.280Z (2 months ago)
Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 85 Total
Rankings:
- Dependent packages count: 33.321%
- Dependent repos count: 36.332%
- Average: 43.601%
- Downloads: 61.15%

Dependencies

.github/workflows/codeql-analysis.yml actions

actions/checkout v3 composite
github/codeql-action/analyze v2 composite
github/codeql-action/autobuild v2 composite
github/codeql-action/init v2 composite

docker-compose.yml docker

${REGISTRY_NAME}${IMAGE_PREFIX}presidio-analyzer${TAG} latest
${REGISTRY_NAME}${IMAGE_PREFIX}presidio-anonymizer${TAG} latest
${REGISTRY_NAME}${IMAGE_PREFIX}presidio-image-redactor${TAG} latest

docs/requirements-docs.txt pypi

markdown *
mkdocs *
mkdocs-material *
mkdocstrings-python *
mknotebooks *
presidio_analyzer *
presidio_anonymizer *
presidio_image_redactor *
pygments >=2.10
pymdown-extensions *

.github/workflows/defender-for-devops.yml actions

actions/checkout v3 composite
actions/setup-dotnet v3 composite
github/codeql-action/upload-sarif v2 composite
microsoft/security-devops-action v1.6.0 composite

docs/samples/deployments/openai-anonymaztion-and-deanonymaztion-best-practices/src/api/Dockerfile docker

python 3.10-slim build

docs/samples/deployments/openai-anonymaztion-and-deanonymaztion-best-practices/src/client_app/Dockerfile docker

python 3.10-slim build

docs/samples/deployments/openai-anonymaztion-and-deanonymaztion-best-practices/src/api/requirements.txt pypi

fastapi ==0.114.2
presidio-analyzer ==2.2.355
presidio-anonymizer ==2.2.355
pydantic ==2.9.2
redis ==5.0.8
uvicorn ==0.30.6

docs/samples/deployments/openai-anonymaztion-and-deanonymaztion-best-practices/src/client_app/requirements.txt pypi

ConfigArgParse ==1.7
openai ==1.37.1
python-dotenv ==1.0.0
requests ==2.32.3
textual ==0.79.1
textual-serve ==1.1.1

.github/workflows/ci.yml actions

actions/cache v4 composite
actions/checkout v5 composite
actions/setup-python v5 composite
azure/login v2 composite
docker/setup-buildx-action v3 composite

.github/workflows/release.yml actions

actions/checkout v5 composite
actions/setup-python v5 composite
azure/login v2 composite
docker/setup-buildx-action v3 composite
pypa/gh-action-pypi-publish 76f52bc884231f62b9a034ebfe128415bbaabdfc composite

.github/workflows/label-external.yml actions

actions/github-script v8 composite

.github/workflows/release-docs.yml actions

actions/checkout v5 composite
actions/setup-python v6 composite

.github/pipelines/requirements-build.txt pypi

build ==1.2.2.post1
packaging ==26.0
pyproject-hooks ==1.2.0

docs/samples/deployments/redacting-telemetry/app/requirements.txt pypi

fastapi >=0.129.0
opentelemetry-api >=1.21.0
opentelemetry-exporter-otlp-proto-grpc >=1.21.0
opentelemetry-sdk >=1.21.0
requests >=2.31.0
uvicorn >=0.30.0

docs/samples/deployments/redacting-telemetry/docker-compose.yml docker

ghcr.io/data-privacy-stack/presidio-analyzer latest
ghcr.io/data-privacy-stack/presidio-anonymizer latest
grafana/grafana 10.2.3
grafana/loki 2.9.3
grafana/tempo 2.3.1
otel/opentelemetry-collector-contrib 0.97.0

.github/pipelines/requirements-ruff.txt pypi

ruff ==0.9.2

docs/samples/deployments/redacting-telemetry/app/Dockerfile docker

python 3.11-slim@sha256 build

.github/workflows/label-areas.yml actions

actions/labeler b8dd2d9be0f68b860e7dae5dae7d772984eacd6d composite

presidio-image-redactor/Dockerfile docker

python 3.13.13-slim@sha256 build

docs/samples/python/streamlit/requirements.txt pypi

azure-ai-textanalytics *
flair >=0.15.0
openai *
pandas >=1.0.4
presidio-analyzer *
presidio-anonymizer *
python-dotenv *
st-annotated-text *
streamlit >=1.37.0
streamlit-tags *
torch >=2.8.0

presidio-anonymizer/pyproject.toml pypi

cryptography (>=50.0.0,<51.0.0)

e2e-tests/requirements.txt pypi

pytest * test
requests >=2.32.4 test

presidio-anonymizer/uv.lock pypi

azure-core 1.41.0
azure-health-deidentification 1.1.0b1
azure-identity 1.25.3
blinker 1.9.0
certifi 2026.6.17
cffi 2.1.0
cfgv 3.5.0
chardet 7.4.3
charset-normalizer 3.4.9
click 8.4.2
colorama 0.4.6
coverage 7.15.0
cryptography 50.0.1
diff-cover 10.3.0
distlib 0.4.3
exceptiongroup 1.3.1
filelock 3.29.7
flask 3.1.3
gunicorn 25.3.0
identify 2.6.19
idna 3.18
iniconfig 2.3.0
isodate 0.7.2
itsdangerous 2.2.0
jinja2 3.1.6
markupsafe 3.0.3
msal 1.37.0
msal-extensions 1.3.1
nodeenv 1.10.0
packaging 26.2
pip 26.1.2
platformdirs 4.10.0
pluggy 1.6.0
pre-commit 4.6.0
presidio-anonymizer 2.2.364
pycparser 3.0
pygments 2.20.0
pyjwt 2.13.0
pytest 9.1.1
pytest-cov 7.1.0
pytest-mock 3.15.1
python-discovery 1.4.4
python-dotenv 1.2.2
pyyaml 6.0.3
requests 2.34.2
ruff 0.15.21
tomli 2.4.1
typing-extensions 4.16.0
urllib3 2.7.0
virtualenv 21.6.1
waitress 3.0.2
werkzeug 3.1.8

docs/samples/python/streamlit/Dockerfile docker

python 3.10-slim@sha256 build

presidio-cli/Pipfile pypi

pre_commit >=2 develop
pytest >=6 develop
pytest-cov * develop
pytest-mock * develop
ruff * develop
pathspec *
presidio-analyzer >=2.2.31
pyyaml >=6

presidio-analyzer/Dockerfile docker

python 3.12-slim@sha256 build

presidio-analyzer/uv.lock pypi

175 dependencies

presidio-cli/uv.lock pypi

annotated-doc 0.0.4
annotated-types 0.7.0
anyio 4.14.2
blis 1.3.3
catalogue 2.0.10
certifi 2026.6.17
cfgv 3.5.0
chardet 7.4.3
charset-normalizer 3.4.9
click 8.4.2
cloudpathlib 0.24.0
colorama 0.4.6
confection 1.3.3
coverage 7.15.0
cymem 2.0.13
diff-cover 10.3.0
distlib 0.4.3
exceptiongroup 1.3.1
filelock 3.29.7
h11 0.16.0
httpcore 1.0.9
httpx 0.28.1
identify 2.6.19
idna 3.18
iniconfig 2.3.0
jinja2 3.1.6
markdown-it-py 4.2.0
markupsafe 3.0.3
mdurl 0.1.2
murmurhash 1.0.15
nodeenv 1.10.0
numpy 2.2.6
numpy 2.4.6
packaging 26.2
pathspec 1.1.1
phonenumbers 9.0.34
pip 26.1.2
platformdirs 4.10.0
pluggy 1.6.0
pre-commit 4.6.0
preshed 3.0.13
presidio-analyzer 2.2.363
presidio-cli 0.0.9
pydantic 2.13.4
pydantic-core 2.46.4
pygments 2.20.0
pytest 9.1.1
pytest-cov 7.1.0
pytest-mock 3.15.1
python-discovery 1.4.4
python-dotenv 1.2.2
pyyaml 6.0.3
regex 2026.7.10
requests 2.34.2
requests-file 3.0.1
rich 15.0.0
ruff 0.15.21
setuptools 83.0.0
shellingham 1.5.4
smart-open 8.0.0
spacy 3.8.13
spacy-legacy 3.0.12
spacy-loggers 1.0.5
srsly 2.5.3
thinc 8.3.13
tldextract 5.3.1
tomli 2.4.1
tqdm 4.68.4
typer 0.26.8
typing-extensions 4.16.0
typing-inspection 0.4.2
urllib3 2.7.0
virtualenv 21.6.1
wasabi 1.1.3
weasel 1.0.0
wrapt 2.2.2

presidio-cli/pyproject.toml pypi

click (>=8.1.0,<9.0.0)
pathspec (>=0.9.0,<2.0.0)
presidio-analyzer (>=2.2.0,<3.0.0)
pyyaml (>=6.0.0,<7.0.0)

presidio-anonymizer/Dockerfile docker

python 3.14-slim@sha256 build

presidio-analyzer/Pipfile pypi

presidio-analyzer/pyproject.toml pypi

click (>=8.1.0,<9.0.0)
numpy (>=1.19.0,<2.5.0)
phonenumbers (>=9.0.28,<10.0.0)
pydantic (>=2.12.5,<3.0.0)
pyyaml (>=6.0.3,<7.0.0)
regex (>=2023.0.0)
spacy (>=3.4.4,!=3.7.0,!=3.8.14,<4.0.0); python_version >= '3.14'
spacy (>=3.4.4,!=3.7.0,<4.0.0); python_version < '3.14'
tldextract (>=5.3.1,<6.0.0)

presidio-image-redactor/pyproject.toml pypi

azure-ai-formrecognizer (>=3.3.3,<4.0.0)
matplotlib (>=3.6.0,<4.0.0)
opencv-python (>=4.13.0.92,<5.0.0)
pillow >=12.3.0,<13.0.0
presidio-analyzer (>=2.2.0,<3.0.0)
pydicom (>=2.3.0,<4.0.0)
pypng (>=0.20220715.0,<1.0.0)
pytesseract (>=0.3.13,<0.4)
python-gdcm (>=3.0.24.1,<4.0.0)
spacy (>=3.8.7,<4.0.0) ; python_version >= '3.13' and python_version < '3.14'
spacy (>=3.8.7,!=3.8.14,<4.0.0) ; python_version >= '3.14'

presidio-image-redactor/uv.lock pypi

103 dependencies

presidio-structured/uv.lock pypi

annotated-doc 0.0.4
annotated-types 0.7.0
anyio 4.14.2
blis 1.3.3
catalogue 2.0.10
certifi 2026.6.17
cffi 2.1.0
cfgv 3.5.0
chardet 7.4.3
charset-normalizer 3.4.9
click 8.4.2
cloudpathlib 0.24.0
colorama 0.4.6
confection 1.3.3
coverage 7.15.0
cryptography 48.0.1
cymem 2.0.13
diff-cover 10.3.0
distlib 0.4.3
exceptiongroup 1.3.1
filelock 3.29.7
h11 0.16.0
httpcore 1.0.9
httpx 0.28.1
identify 2.6.19
idna 3.18
iniconfig 2.3.0
jinja2 3.1.6
markdown-it-py 4.2.0
markupsafe 3.0.3
mdurl 0.1.2
murmurhash 1.0.15
nodeenv 1.10.0
numpy 2.2.6
numpy 2.4.6
packaging 26.2
pandas 2.3.3
pandas 3.0.3
phonenumbers 9.0.34
pip 26.1.2
platformdirs 4.10.0
pluggy 1.6.0
pre-commit 4.6.0
preshed 3.0.13
presidio-analyzer 2.2.363
presidio-anonymizer 2.2.364
presidio-structured 0.0.8
pycparser 3.0
pydantic 2.13.4
pydantic-core 2.46.4
pygments 2.20.0
pytest 9.1.1
pytest-cov 7.1.0
pytest-mock 3.15.1
python-dateutil 2.9.0.post0
python-discovery 1.4.4
python-dotenv 1.2.2
pytz 2026.2
pyyaml 6.0.3
regex 2026.7.10
requests 2.34.2
requests-file 3.0.1
rich 15.0.0
ruff 0.15.21
setuptools 83.0.0
shellingham 1.5.4
six 1.17.0
smart-open 8.0.0
spacy 3.8.13
spacy-legacy 3.0.12
spacy-loggers 1.0.5
srsly 2.5.3
thinc 8.3.13
tldextract 5.3.1
tomli 2.4.1
tqdm 4.68.4
typer 0.26.8
typing-extensions 4.16.0
typing-inspection 0.4.2
tzdata 2026.3
urllib3 2.7.0
virtualenv 21.6.1
wasabi 1.1.3
weasel 1.0.0
wrapt 2.2.2

presidio/pyproject.toml pypi

presidio-analyzer (>=2.2.0,<3.0.0)
presidio-anonymizer (>=2.2.0,<3.0.0)

pyproject.toml pypi

presidio-structured/pyproject.toml pypi

click (>=8.1.0,<9.0.0)
pandas (>=1.5.2,<4.0.0)
presidio-analyzer (>=2.2.0,<3.0.0)
presidio-anonymizer (>=2.2.364,<3.0.0)

docker-compose.distroless.yml docker

${REGISTRY_NAME}/${IMAGE_PREFIX}presidio-analyzer${TAG}-distroless latest
${REGISTRY_NAME}/${IMAGE_PREFIX}presidio-anonymizer${TAG}-distroless latest

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