{"id":78188,"name":null,"description":"Repository for generating insights like value distribution, class imbalance for tabular datasets","url":"https://github.com/ggupta2005/data.understand","last_synced_at":"2025-09-08T21:16:47.991Z","repository":{"id":177073710,"uuid":"626639664","full_name":"ggupta2005/data.understand","owner":"ggupta2005","description":"Repository for generating insights like value distribution, class imbalance for tabular datasets","archived":false,"fork":false,"pushed_at":"2024-04-18T20:39:15.000Z","size":190,"stargazers_count":0,"open_issues_count":4,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-08-22T12:42:01.709Z","etag":null,"topics":["data-science","dataset","jupyter-notebook","pdf-generation"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ggupta2005.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2023-04-11T21:51:46.000Z","updated_at":"2023-07-14T18:42:30.000Z","dependencies_parsed_at":"2023-11-24T05:20:51.718Z","dependency_job_id":"85959626-336d-4117-a376-403700bf92c4","html_url":"https://github.com/ggupta2005/data.understand","commit_stats":null,"previous_names":["ggupta2005/data.understand"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ggupta2005/data.understand","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ggupta2005%2Fdata.understand","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ggupta2005%2Fdata.understand/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ggupta2005%2Fdata.understand/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ggupta2005%2Fdata.understand/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ggupta2005","download_url":"https://codeload.github.com/ggupta2005/data.understand/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ggupta2005%2Fdata.understand/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274231505,"owners_count":25245625,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-08T02:00:09.813Z","response_time":121,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"owner":{"login":"ggupta2005","name":"Gaurav Gupta","uuid":"8825868","kind":"user","description":"I am a machine learning engineer at Azure Machine Learning.","email":"","website":"https://ggupta2005.wixsite.com/gaurav-gupta/","location":"Seattle","twitter":null,"company":"Microsoft Corp","icon_url":"https://avatars.githubusercontent.com/u/8825868?v=4","repositories_count":18,"last_synced_at":"2024-04-23T21:02:33.319Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/ggupta2005","funding_links":[],"total_stars":4,"followers":0,"following":1,"created_at":"2022-11-11T21:33:21.153Z","updated_at":"2024-04-23T21:02:37.883Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ggupta2005","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ggupta2005/repositories"},"packages":[{"id":7865373,"name":"data-understand","ecosystem":"pypi","description":"Utility package for generating insights for datasets","homepage":"https://github.com/ggupta2005/data.understand","licenses":"MIT License","normalized_licenses":["MIT"],"repository_url":"https://github.com/ggupta2005/data.understand","keywords_array":[],"namespace":null,"versions_count":7,"first_release_published_at":"2023-06-28T19:50:59.000Z","latest_release_published_at":"2023-09-22T19:33:18.000Z","latest_release_number":"0.0.6","last_synced_at":"2025-08-21T19:04:26.270Z","created_at":"2023-06-28T20:52:57.497Z","updated_at":"2025-08-21T19:21:19.965Z","registry_url":"https://pypi.org/project/data-understand/","install_command":"pip install data-understand --index-url https://pypi.org/simple","documentation_url":"https://data-understand.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["Development Status :: 3 - Alpha","License :: OSI Approved :: MIT License","Operating System :: OS Independent","Programming Language :: Python :: 3.10","Programming Language :: Python :: 3.11","Programming Language :: Python :: 3.7","Programming Language :: Python :: 3.8","Programming Language :: Python :: 3.9"],"normalized_name":"data-understand","project_status":null},"repo_metadata":{"id":177073710,"uuid":"626639664","full_name":"ggupta2005/data.understand","owner":"ggupta2005","description":"Repository for generating insights like value distribution, class imbalance for tabular datasets","archived":false,"fork":false,"pushed_at":"2024-04-18T20:39:15.000Z","size":190,"stargazers_count":0,"open_issues_count":4,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-07-20T22:47:24.734Z","etag":null,"topics":["data-science","dataset","jupyter-notebook","pdf-generation"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ggupta2005.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2023-04-11T21:51:46.000Z","updated_at":"2023-07-14T18:42:30.000Z","dependencies_parsed_at":"2023-11-24T05:20:51.718Z","dependency_job_id":"85959626-336d-4117-a376-403700bf92c4","html_url":"https://github.com/ggupta2005/data.understand","commit_stats":null,"previous_names":["ggupta2005/data.understand"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ggupta2005/data.understand","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ggupta2005%2Fdata.understand","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ggupta2005%2Fdata.understand/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ggupta2005%2Fdata.understand/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ggupta2005%2Fdata.understand/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ggupta2005","download_url":"https://codeload.github.com/ggupta2005/data.understand/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ggupta2005%2Fdata.understand/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":271527615,"owners_count":24775683,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-08-21T02:00:08.990Z","response_time":74,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"},"owner_record":{"login":"ggupta2005","name":"Gaurav Gupta","uuid":"8825868","kind":"user","description":"I am a machine learning engineer at Azure Machine Learning.","email":"","website":"https://ggupta2005.wixsite.com/gaurav-gupta/","location":"Seattle","twitter":null,"company":"Microsoft Corp","icon_url":"https://avatars.githubusercontent.com/u/8825868?v=4","repositories_count":18,"last_synced_at":"2024-04-23T21:02:33.319Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/ggupta2005","funding_links":[],"total_stars":4,"followers":0,"following":1,"created_at":"2022-11-11T21:33:21.153Z","updated_at":"2024-04-23T21:02:37.883Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ggupta2005","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ggupta2005/repositories"},"tags":[]},"repo_metadata_updated_at":"2025-08-21T19:21:19.965Z","dependent_packages_count":0,"downloads":22,"downloads_period":"last-month","dependent_repos_count":0,"rankings":{"downloads":19.924970031490226,"dependent_repos_count":41.23995521625128,"dependent_packages_count":7.241970898841293,"stargazers_count":39.19899118111736,"forks_count":30.336850775334174,"docker_downloads_count":null,"average":27.588547620606867},"purl":"pkg:pypi/data-understand","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/data-understand","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/data-understand","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/data-understand/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":null,"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/data-understand/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/data-understand/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/data-understand/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/data-understand/related_packages","maintainers":[{"uuid":"ggupta2005","login":"ggupta2005","name":null,"email":null,"url":null,"packages_count":2,"html_url":"https://pypi.org/user/ggupta2005/","role":null,"created_at":"2023-06-30T03:39:22.608Z","updated_at":"2023-06-30T03:39:22.608Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/ggupta2005/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":726278,"maintainers_count":308824,"namespaces_count":0,"keywords_count":238245,"github":"pypi","metadata":{"funded_packages_count":50579},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-08T05:32:36.857Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/namespaces"}}],"commits":{"id":5784069,"full_name":"ggupta2005/data.understand","default_branch":"master","committers":null,"total_commits":null,"total_committers":null,"total_bot_commits":null,"total_bot_committers":null,"mean_commits":null,"dds":null,"past_year_committers":null,"past_year_total_commits":null,"past_year_total_committers":null,"past_year_total_bot_commits":null,"past_year_total_bot_committers":null,"past_year_mean_commits":null,"past_year_dds":null,"last_synced_at":null,"last_synced_commit":null,"created_at":"2024-11-15T04:55:05.369Z","updated_at":"2024-11-15T04:55:05.369Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/ggupta2005%2Fdata.understand/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-08T00:00:16.827Z","repositories_count":5491971,"commits_count":855149458,"contributors_count":31219150,"owners_count":911999,"icon_url":"https://github.com/github.png","host_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories"}},"issues_stats":{"full_name":"ggupta2005/data.understand","html_url":"https://github.com/ggupta2005/data.understand","last_synced_at":"2025-08-22T12:20:20.656Z","status":"error","issues_count":null,"pull_requests_count":null,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":null,"issues_closed_count":null,"pull_requests_closed_count":null,"pull_request_authors_count":null,"issue_authors_count":null,"avg_comments_per_issue":null,"avg_comments_per_pull_request":null,"merged_pull_requests_count":null,"bot_issues_count":null,"bot_pull_requests_count":null,"past_year_issues_count":null,"past_year_pull_requests_count":null,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":null,"past_year_pull_requests_closed_count":null,"past_year_pull_request_authors_count":null,"past_year_issue_authors_count":null,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":null,"past_year_bot_pull_requests_count":null,"past_year_merged_pull_requests_count":null,"created_at":"2025-08-22T12:16:32.162Z","updated_at":"2025-08-22T12:20:20.657Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/ggupta2005%2Fdata.understand","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/ggupta2005%2Fdata.understand/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{},"pull_request_author_associations_count":{},"issue_authors":{},"pull_request_authors":{},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-08T00:00:17.013Z","repositories_count":10171813,"issues_count":31942582,"pull_requests_count":100134560,"authors_count":10732619,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[],"active_maintainers":[]},"events":{"total":{},"last_year":{}},"keywords":["data-science","dataset","jupyter-notebook","pdf-generation"],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/python-e2e-tests.yml","sha":null,"kind":"manifest","created_at":"2023-07-20T22:16:02.902Z","updated_at":"2023-07-20T22:16:02.902Z","repository_link":"https://github.com/ggupta2005/data.understand/blob/master/.github/workflows/python-e2e-tests.yml","dependencies":[{"id":11768694508,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":11768694510,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/python-linting.yml","sha":null,"kind":"manifest","created_at":"2023-07-20T22:16:03.190Z","updated_at":"2023-07-20T22:16:03.190Z","repository_link":"https://github.com/ggupta2005/data.understand/blob/master/.github/workflows/python-linting.yml","dependencies":[{"id":11768694578,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":11768694580,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/python-unit-tests.yml","sha":null,"kind":"manifest","created_at":"2023-07-20T22:16:03.362Z","updated_at":"2023-07-20T22:16:03.362Z","repository_link":"https://github.com/ggupta2005/data.understand/blob/master/.github/workflows/python-unit-tests.yml","dependencies":[{"id":11768694640,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":11768694641,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/release-data-understand.yml","sha":null,"kind":"manifest","created_at":"2023-07-20T22:16:03.529Z","updated_at":"2023-07-20T22:16:03.529Z","repository_link":"https://github.com/ggupta2005/data.understand/blob/master/.github/workflows/release-data-understand.yml","dependencies":[{"id":11768694642,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":11768694643,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false},{"id":11768694644,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"release/v1","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"requirements-linting.txt","sha":null,"kind":"manifest","created_at":"2023-07-20T22:16:03.731Z","updated_at":"2023-07-20T22:16:03.731Z","repository_link":"https://github.com/ggupta2005/data.understand/blob/master/requirements-linting.txt","dependencies":[{"id":11768694650,"package_name":"flake8","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":11768694651,"package_name":"isort","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":11768694652,"package_name":"flake8-pytest-style","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":11768694653,"package_name":"flake8-breakpoint","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":11768694654,"package_name":"flake8-bugbear","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":11768694655,"package_name":"flake8-docstrings","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":11768694656,"package_name":"flake8-builtins","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"requirements-test.txt","sha":null,"kind":"manifest","created_at":"2023-07-20T22:16:03.810Z","updated_at":"2023-07-20T22:16:03.810Z","repository_link":"https://github.com/ggupta2005/data.understand/blob/master/requirements-test.txt","dependencies":[{"id":11768694657,"package_name":"pytest","ecosystem":"pypi","requirements":"*","direct":true,"kind":"test","optional":false},{"id":11768694658,"package_name":"pytest-xdist","ecosystem":"pypi","requirements":"*","direct":true,"kind":"test","optional":false},{"id":11768694659,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"test","optional":false},{"id":11768694660,"package_name":"rai_test_utils","ecosystem":"pypi","requirements":"\u003e=0.3.0","direct":true,"kind":"test","optional":false},{"id":11768694662,"package_name":"nbconvert","ecosystem":"pypi","requirements":"*","direct":true,"kind":"test","optional":false},{"id":11768694663,"package_name":"PyPDF2","ecosystem":"pypi","requirements":"*","direct":true,"kind":"test","optional":false},{"id":11768694664,"package_name":"requests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"test","optional":false},{"id":11768694665,"package_name":"ipykernel","ecosystem":"pypi","requirements":"*","direct":true,"kind":"test","optional":false},{"id":11768694666,"package_name":"nbclient","ecosystem":"pypi","requirements":"*","direct":true,"kind":"test","optional":false}]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2023-07-20T22:16:04.564Z","updated_at":"2023-07-20T22:16:04.564Z","repository_link":"https://github.com/ggupta2005/data.understand/blob/master/requirements.txt","dependencies":[{"id":11768699245,"package_name":"pandas","ecosystem":"pypi","requirements":"\u003c2.0.0","direct":true,"kind":"runtime","optional":false},{"id":11768699246,"package_name":"nbformat","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":11768699247,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":11768699248,"package_name":"numpy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":11768699249,"package_name":"fpdf2","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":11768699250,"package_name":"seaborn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":11768699251,"package_name":"raiutils","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2023-07-20T22:16:06.579Z","updated_at":"2023-07-20T22:16:06.579Z","repository_link":"https://github.com/ggupta2005/data.understand/blob/master/setup.py","dependencies":[{"id":11768699847,"package_name":"line.strip","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/python-safety-check.yml","sha":null,"kind":"manifest","created_at":"2023-10-01T07:45:07.568Z","updated_at":"2023-10-01T07:45:07.568Z","repository_link":"https://github.com/ggupta2005/data.understand/blob/master/.github/workflows/python-safety-check.yml","dependencies":[{"id":14023901619,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":14023901620,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/python-twine-check.yml","sha":null,"kind":"manifest","created_at":"2023-10-01T07:45:07.577Z","updated_at":"2023-10-01T07:45:07.577Z","repository_link":"https://github.com/ggupta2005/data.understand/blob/master/.github/workflows/python-twine-check.yml","dependencies":[{"id":14023901621,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":14023901622,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v4","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"pyproject.toml","sha":null,"kind":"manifest","created_at":"2023-10-01T07:45:07.586Z","updated_at":"2023-10-01T07:45:07.586Z","repository_link":"https://github.com/ggupta2005/data.understand/blob/master/pyproject.toml","dependencies":[]}],"score":null,"created_at":"2025-09-08T20:54:59.179Z","updated_at":"2025-10-07T08:27:58.918Z","avatar_url":"https://github.com/ggupta2005.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":22,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/78188","html_url":"https://science.ecosyste.ms/projects/78188"}