An open API service for producing an overview of a list of open source projects.

https://github.com/fivetran/great_expectations

cleandata data-engineering data-profilers data-profiling data-quality data-science data-unit-tests datacleaner datacleaning dataquality dataunittest eda exploratory-analysis exploratory-data-analysis exploratorydataanalysis mlops pipeline pipeline-debt pipeline-testing pipeline-tests

Score: 32.58963039058444

Last synced: about 3 hours ago
JSON representation

Repository metadata:

Always know what to expect from your data.


Owner metadata:


GitHub Events

Total
Last Year

Committers metadata

Last synced: about 21 hours ago

Total Commits: 12,091
Total Committers: 460
Avg Commits per committer: 26.285
Development Distribution Score (DDS): 0.842

Commits in past year: 475
Committers in past year: 37
Avg Commits per committer in past year: 12.838
Development Distribution Score (DDS) in past year: 0.714

Name Email Commits
James Campbell j****l@g****m 1915
Abe a****g@g****m 1230
Chetan Kini c****n@s****m 990
Robert Moses Lim r****m@g****m 767
Alex Sherstinsky a****y 661
Eugene Mandel e****e@s****m 511
Anthony Burdi a****y@g****o 482
Nathan Farmer N****r 386
Aylr A****r 379
Gabriel g****g@g****m 361
Tyler Hoffman t****n@g****m 325
Bill Dirks b****l@g****o 308
William Shin w****l@s****m 293
Joshua Stauffer 6****r 278
Rachel-Reverie 9****e 216
Rob Gray 1****k 160
Kristen Lavavej 3****j 148
kenwade4 9****4 134
dependabot[bot] 4****] 117
ccnobbli c****i@n****u 96
William Shin w****l@g****o 94
Austin Ziech Robinson 4****r 81
Don Heppner d****r@g****m 74
ayirplm p****a@s****m 73
talagluck t****l@s****m 70
Derek Martin 4****3 59
anhollis a****s@n****u 59
Christian Selig c****g@u****u 58
T Pham 2****m 57
Péter Szécsi s****4@s****u 50
and 430 more...

Issue and Pull Request metadata

Last synced: about 21 hours ago

Total issues: 65
Total pull requests: 247
Average time to close issues: 28 days
Average time to close pull requests: 8 days
Total issue authors: 17
Total pull request authors: 65
Average comments per issue: 2.8
Average comments per pull request: 2.71
Merged pull request: 144
Bot issues: 0
Bot pull requests: 27

Past year issues: 65
Past year pull requests: 247
Past year average time to close issues: 28 days
Past year average time to close pull requests: 8 days
Past year issue authors: 17
Past year pull request authors: 65
Past year average comments per issue: 2.8
Past year average comments per pull request: 2.71
Past year merged pull request: 144
Past year bot issues: 0
Past year bot pull requests: 27

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/fivetran/great_expectations

Top Issue Authors

  • joshua-stauffer (33)
  • feiiiiii5 (8)
  • ptimizeroracle (4)
  • ParagEkbote (3)
  • Star-cloud626 (2)
  • rachithga (2)
  • DG47 (2)
  • DhanushPillay (2)
  • konnor-b (1)
  • NathanJM (1)
  • luc-pimentel (1)
  • nanjeshramesh (1)
  • m-aciek (1)
  • AnkitaTiiwari (1)
  • rsbarhey (1)

Top Pull Request Authors

  • joshua-stauffer (116)
  • dependabot[bot] (26)
  • feiiiiii5 (12)
  • nanjeshramesh (9)
  • MannXo (3)
  • zerafachris (3)
  • iamdpsingh (3)
  • DhanushPillay (3)
  • abdullah094 (2)
  • eeshsaxena (2)
  • yigitcan-ozturk (2)
  • AnandkumarMall (2)
  • adimalkar (2)
  • EshwarCVS (2)
  • TemidayoA (2)

Top Issue Labels

  • ready-for-work (34)
  • bug (28)
  • claimed (28)
  • help wanted (20)
  • 🔔 reminder-sent (15)
  • good first issue (12)
  • pinned (12)
  • maintenance (9)
  • feature-request (8)
  • triage (8)
  • blocked (3)
  • documentation (1)

Top Pull Request Labels

  • cla-signed (197)
  • javascript (26)
  • dependencies (26)
  • cla-not-signed (24)
  • stale (6)
  • bug (2)
  • blocked (2)
  • needs-info (2)

Package metadata

pypi.org: great-expectations

Always know what to expect from your data.

  • Homepage: https://greatexpectations.io
  • Documentation: https://docs.greatexpectations.io
  • Licenses: Apache-2.0
  • Latest release: 1.24.0 (published 17 days ago)
  • Last Synced: 2026-10-22T09:08:17.925Z (2 days ago)
  • Versions: 371
  • Dependent Packages: 58
  • Dependent Repositories: 284
  • Downloads: 19,160,330 Last month
  • Docker Downloads: 6,750,002
  • Rankings:
    • Downloads: 0.061%
    • Dependent packages count: 0.32%
    • Stargazers count: 0.559%
    • Average: 0.657%
    • Docker downloads count: 0.691%
    • Dependent repos count: 0.86%
    • Forks count: 1.454%
  • Maintainers (8)
github actions: fivetran/great_expectations/.github/actions/cla-status

Queries the contributor-handle endpoint for a set of committer logins and posts the verification/cla-signed commit status as success or error, failing closed whenever committer enumeration is incomplete, the endpoint is unreachable or returns an error, or a committer could not be resolved to a handle.

  • Homepage: https://docs.greatexpectations.io/
  • Licenses: apache-2.0
  • Latest release: 1.24.0 (published 17 days ago)
  • Last Synced: 2026-10-22T12:52:16.743Z (2 days ago)
  • Versions: 390
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 0.0%
    • Stargazers count: 0.058%
    • Forks count: 0.081%
    • Average: 10.136%
    • Dependent repos count: 40.406%
github actions: fivetran/great_expectations/.github/actions/cla-label-sync

Reconciles the cla-signed / cla-not-signed labels on a single pull request to match a verification/cla-signed status state, ensuring the matching label is present and the stale one is removed.

  • Homepage: https://docs.greatexpectations.io/
  • Licenses: apache-2.0
  • Latest release: 1.24.0 (published 17 days ago)
  • Last Synced: 2026-10-22T12:52:16.701Z (2 days ago)
  • Versions: 390
  • Dependent Packages: 0
  • Dependent Repositories: 0
  • Rankings:
    • Dependent packages count: 0.0%
    • Stargazers count: 0.058%
    • Forks count: 0.081%
    • Average: 10.136%
    • Dependent repos count: 40.406%

Dependencies

docs/docusaurus/package.json npm
  • @docusaurus/module-type-aliases 2.4.1 development
  • @algolia/client-search 4.19.1
  • @cmfcmf/docusaurus-search-local 0.11.0
  • @docusaurus-terminology/parser 1.3.0
  • @docusaurus-terminology/term 1.0.0
  • @docusaurus/core 2.4.1
  • @docusaurus/plugin-google-gtag 2.4.1
  • @docusaurus/plugin-sitemap 2.4.1
  • @docusaurus/preset-classic 2.4.1
  • @docusaurus/theme-mermaid 2.4.1
  • @docusaurus/theme-search-algolia 2.4.1
  • @mdx-js/react 1.6.22
  • clsx 1.2.1
  • docusaurus-gtm-plugin 0.0.2
  • docusaurus-plugin-sass 0.2.2
  • plugin-image-zoom ataft/plugin-image-zoom
  • react 16.14.0
  • react-dom 16.14.0
  • react-loadable 5.5.0
  • react-router-dom 5.3.4
  • react-select 4.3.1
  • remark-code-import 0.3.0
  • sass 1.56.1
  • search-insights 2.2.3
  • standard 17.1.0
  • typescript 5.1.6
  • webpack 5.88.2
contrib/great_expectations_semantic_types_expectations/requirements.txt pypi
  • arxiv *
  • barcodenumber *
  • blockcypher *
  • coinaddrvalidator *
  • cryptoaddress *
  • cryptocompare *
  • disposable_email_domains *
  • geonamescache *
  • great_expectations *
  • gtin *
  • holidays *
  • ipwhois *
  • isbnlib *
  • langid *
  • lxml *
  • pgeocode *
  • phonenumbers *
  • price_parser *
  • primefac *
  • pwnedpasswords *
  • py_moneyed *
  • pycountry *
  • pydnsbl *
  • pyephem *
  • python_dateutil *
  • python_stdnum *
  • pytz *
  • pyvat *
  • requests *
  • schwifty *
  • setuptools *
  • simple_icd_10 *
  • sympy *
  • us *
  • user_agents *
  • yahoo_fin *
  • zipcodes *
contrib/great_expectations_semantic_types_expectations/setup.py pypi
contrib/great_expectations_zipcode_expectations/requirements.txt pypi
  • great_expectations *
  • pgeocode *
  • setuptools *
  • uszipcode *
  • zipcodes *
contrib/great_expectations_zipcode_expectations/setup.py pypi
contrib/time_series_expectations/requirements.txt pypi
  • great_expectations *
contrib/time_series_expectations/setup.py pypi
.github/workflows/ci.yml actions
  • actions/checkout v3 composite
  • actions/checkout v2 composite
  • actions/checkout master composite
  • actions/setup-python v4 composite
  • actions/setup-python v3 composite
  • dorny/paths-filter v2 composite
  • google-github-actions/auth v1 composite
  • pypa/gh-action-pypi-publish release/v1 composite
  • slackapi/slack-github-action v1.24.0 composite
.github/workflows/pr-title-checker.yml actions
.github/workflows/stale.yml actions
  • actions/stale v5 composite
assets/docker/clickhouse/docker-compose.yml docker
  • yandex/clickhouse-server latest
assets/docker/databricks/docker-compose.yml docker
  • databricksruntime/python latest
assets/docker/linkchecker/Dockerfile docker
  • python 2.7 build
assets/docker/linkchecker/docker-compose.yml docker
  • linkchecker 1.0
assets/docker/mssql/docker-compose.yml docker
  • mcr.microsoft.com/mssql/server 2019-latest
assets/docker/mysql/docker-compose.yml docker
  • mysql 8.0.20
assets/docker/postgresql/docker-compose.yml docker
  • postgres 15.1
assets/docker/readthedocs/docker-compose.yml docker
  • readthedocs/build 6.0
assets/docker/spark/docker-compose.yml docker
  • bitnami/spark 3.3.2
assets/docker/trino/docker-compose.yml docker
  • trinodb/trino latest
assets/scripts/AlgoliaScripts/package-lock.json npm
  • @algolia/cache-browser-local-storage 4.13.0
  • @algolia/cache-common 4.13.0
  • @algolia/cache-in-memory 4.13.0
  • @algolia/client-account 4.13.0
  • @algolia/client-analytics 4.13.0
  • @algolia/client-common 4.13.0
  • @algolia/client-personalization 4.13.0
  • @algolia/client-search 4.13.0
  • @algolia/logger-common 4.13.0
  • @algolia/logger-console 4.13.0
  • @algolia/requester-browser-xhr 4.13.0
  • @algolia/requester-common 4.13.0
  • @algolia/requester-node-http 4.13.0
  • @algolia/transporter 4.13.0
  • algoliasearch 4.13.0
  • dotenv 16.0.2
  • node-fetch 2.6.7
  • remove-markdown 0.5.0
  • tr46 0.0.3
  • webidl-conversions 3.0.1
  • whatwg-url 5.0.0
assets/scripts/AlgoliaScripts/package.json npm
  • algoliasearch ^4.12.1
  • dotenv ^16.0.2
  • node-fetch ^2.6.7
  • remove-markdown ^0.5.0
contrib/capitalone_dataprofiler_expectations/requirements.txt pypi
  • dataprofiler *
  • great_expectations *
  • numpy *
  • scikit-learn *
  • tensorflow *
contrib/capitalone_dataprofiler_expectations/setup.py pypi
contrib/cli/requirements.txt pypi
  • Click >=7.1.2
  • black ==23.3.0
  • cookiecutter ==2.1.1
  • mypy ==1.5.1
  • pydantic >=1.0
  • pytest >=5.3.5
  • ruff ==0.0.290
  • twine ==3.7.1
  • wheel ==0.38.1
contrib/cli/setup.py pypi
contrib/experimental/setup.py pypi
contrib/great_expectations_ethical_ai_expectations/requirements.txt pypi
  • aequitas *
  • great_expectations *
  • pandas *
  • scikit_learn *
  • setuptools *
contrib/great_expectations_ethical_ai_expectations/setup.py pypi
contrib/great_expectations_geospatial_expectations/requirements.txt pypi
  • Shapely *
  • geopandas *
  • geopy *
  • global_land_mask *
  • great_expectations *
  • pygeos *
  • python_geohash *
  • rtree *
  • scikit_learn *
  • scipy *
  • setuptools *
  • timezonefinder *
  • uszipcode *
contrib/great_expectations_geospatial_expectations/setup.py pypi
.github/workflows/assign.yml actions
  • actions/github-script v7 composite
  • takanome-dev/assign-issue-action c7086b052ac0039e7192085e82de2f9d74080f0b composite
.github/workflows/cla-label-sync.yml actions
  • actions/github-script v7 composite
.github/actions/cla-status/action.yml actions
  • actions/github-script v7 composite
.github/actions/cla-label-sync/action.yml actions
  • actions/github-script v7 composite
.github/workflows/cla-check.yml actions
  • actions/github-script v7 composite
  • fivetran/great_expectations/.github/actions/cla-label-sync develop composite
  • fivetran/great_expectations/.github/actions/cla-status develop composite
  • thollander/actions-comment-pull-request fabd468d3a1a0b97feee5f6b9e499eab0dd903f6 composite
.github/workflows/cla-merge-queue.yml actions
  • actions/github-script v7 composite
  • fivetran/great_expectations/.github/actions/cla-status develop composite
assets/docker/singlestore/docker-compose.yml docker
  • ghcr.io/singlestore-labs/singlestoredb-dev latest
.github/workflows/ge_releaser-tag.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
.github/workflows/data_source_cleanup.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
.github/workflows/ge_releaser-publish.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
.github/workflows/ge_releaser-prep.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
assets/docker/oracle/docker-compose.yml docker
  • gvenzl/oracle-xe 21.3.0-slim-faststart
.github/workflows/pr-hygiene.yml actions
  • actions/github-script v7 composite