{"id":2622,"name":"Yellowbrick","description":"Yellowbrick: Visualizing the Scikit-Learn Model Selection Process - Published in JOSS (2019)","url":"https://github.com/districtdatalabs/yellowbrick","last_synced_at":"2025-09-04T16:50:45.643Z","repository":{"id":37470641,"uuid":"59121694","full_name":"DistrictDataLabs/yellowbrick","owner":"DistrictDataLabs","description":"Visual analysis and diagnostic tools to facilitate machine learning model selection.","archived":false,"fork":false,"pushed_at":"2025-02-19T20:59:35.000Z","size":80756,"stargazers_count":4373,"open_issues_count":107,"forks_count":562,"subscribers_count":104,"default_branch":"develop","last_synced_at":"2025-09-04T04:14:07.350Z","etag":null,"topics":["anaconda","estimator","machine-learning","matplotlib","model-selection","python","scikit-learn","visual-analysis","visualization","visualizer"],"latest_commit_sha":null,"homepage":"http://www.scikit-yb.org/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/DistrictDataLabs.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":".github/FUNDING.yml","license":"LICENSE.txt","code_of_conduct":"docs/code_of_conduct.rst","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":"docs/governance/index.rst","roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null},"funding":{"github":null,"patreon":null,"open_collective":null,"ko_fi":null,"tidelift":null,"custom":"https://numfocus.org/donate"}},"created_at":"2016-05-18T14:12:17.000Z","updated_at":"2025-09-03T01:50:47.000Z","dependencies_parsed_at":"2024-11-15T10:37:47.452Z","dependency_job_id":"d30c6246-7b04-4383-ab8c-38f0535e93ff","html_url":"https://github.com/DistrictDataLabs/yellowbrick","commit_stats":{"total_commits":792,"total_committers":116,"mean_commits":6.827586206896552,"dds":0.6565656565656566,"last_synced_commit":"f7a8e950bd31452ea2f5d402a1c5d519cd163fd5"},"previous_names":[],"tags_count":25,"template":false,"template_full_name":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DistrictDataLabs","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/refs/heads/develop","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/sbom","scorecard":{"id":41088,"data":{"date":"2025-08-11","repo":{"name":"github.com/DistrictDataLabs/yellowbrick","commit":"f7a8e950bd31452ea2f5d402a1c5d519cd163fd5"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":4.2,"checks":[{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#dangerous-workflow"}},{"name":"Code-Review","score":9,"reason":"Found 27/30 approved changesets -- score normalized to 9","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#packaging"}},{"name":"Maintained","score":0,"reason":"0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"name":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Info: jobLevel 'contents' permission set to 'read': .github/workflows/codeql.yml:18","Info: jobLevel 'actions' permission set to 'read': .github/workflows/codeql.yml:17","Warn: no topLevel permission defined: .github/workflows/ci.yml:1","Warn: no topLevel permission defined: .github/workflows/codeql.yml:1","Warn: no topLevel permission defined: .github/workflows/linting.yml:1","Info: no jobLevel write permissions found"],"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#token-permissions"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#cii-best-practices"}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#binary-artifacts"}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#security-policy"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE.txt:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE.txt:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#fuzzing"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:114: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:117: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:128: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:30: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:48: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:66: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:69: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:102: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql.yml:30: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/codeql.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql.yml:34: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/codeql.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql.yml:48: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/codeql.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql.yml:61: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/codeql.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/linting.yml:17: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/linting.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/linting.yml:22: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/linting.yml/develop?enable=pin","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:39","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:40","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:123","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:124","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:125","Warn: pipCommand not pinned by hash: .github/workflows/linting.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/linting.yml:29","Info:   0 out of  11 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   4 third-party GitHubAction dependencies pinned","Info:   0 out of   7 pipCommand dependencies pinned"],"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"Vulnerabilities","score":0,"reason":"10 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: GHSA-6p56-wp2h-9hxr","Warn: Project is vulnerable to: PYSEC-2019-108 / GHSA-9fq2-x9r6-wfmf","Warn: Project is vulnerable to: PYSEC-2021-857 / GHSA-f7c7-j99h-c22f","Warn: Project is vulnerable to: GHSA-fpfv-jqm9-f5jm","Warn: Project is vulnerable to: PYSEC-2020-73","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2023-102","Warn: Project is vulnerable to: PYSEC-2023-114","Warn: Project is vulnerable to: PYSEC-2024-167 / GHSA-cgvx-9447-vcch"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"name":"SAST","score":7,"reason":"SAST tool detected but not run on all commits","details":["Info: SAST configuration detected: CodeQL","Warn: 0 commits out of 27 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}}]},"last_synced_at":"2025-08-14T21:33:56.035Z","repository_id":37470641,"created_at":"2025-08-14T21:33:56.035Z","updated_at":"2025-08-14T21:33:56.035Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273607224,"owners_count":25136144,"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":"2025-09-04T02:00:08.968Z","response_time":61,"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":"DistrictDataLabs","name":"District Data Labs","uuid":"7107115","kind":"organization","description":"Data Science Research, Open Source Projects, and Content.","email":"tojeda@districtdatalabs.com","website":"http://districtdatalabs.com","location":"Washington, DC","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/7107115?v=4","repositories_count":76,"last_synced_at":"2024-04-16T02:49:52.110Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/DistrictDataLabs","funding_links":[],"total_stars":4917,"followers":44,"following":0,"created_at":"2022-11-07T20:04:41.773Z","updated_at":"2024-04-16T02:50:09.428Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DistrictDataLabs","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DistrictDataLabs/repositories"},"packages":[{"id":5304770,"name":"yellowbrick","ecosystem":"conda","description":null,"homepage":"http://scikit-yb.org/","licenses":"Apache-2.0","normalized_licenses":["Apache-2.0"],"repository_url":"https://github.com/DistrictDataLabs/yellowbrick","keywords_array":[],"namespace":null,"versions_count":6,"first_release_published_at":"2020-08-07T07:08:44.000Z","latest_release_published_at":"2021-01-19T21:15:59.000Z","latest_release_number":"1.2.1","last_synced_at":"2025-09-03T23:37:57.042Z","created_at":"2022-10-03T16:18:36.461Z","updated_at":"2025-09-03T23:37:57.042Z","registry_url":"https://anaconda.org/conda-forge/yellowbrick","install_command":"conda install -c conda-forge yellowbrick","documentation_url":null,"metadata":{},"repo_metadata":{"id":37470641,"uuid":"59121694","full_name":"DistrictDataLabs/yellowbrick","owner":"DistrictDataLabs","description":"Visual analysis and diagnostic tools to facilitate machine learning model selection.","archived":false,"fork":false,"pushed_at":"2025-02-19T20:59:35.000Z","size":80756,"stargazers_count":4370,"open_issues_count":107,"forks_count":562,"subscribers_count":104,"default_branch":"develop","last_synced_at":"2025-08-28T02:54:58.691Z","etag":null,"topics":["anaconda","estimator","machine-learning","matplotlib","model-selection","python","scikit-learn","visual-analysis","visualization","visualizer"],"latest_commit_sha":null,"homepage":"http://www.scikit-yb.org/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/DistrictDataLabs.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":".github/FUNDING.yml","license":"LICENSE.txt","code_of_conduct":"docs/code_of_conduct.rst","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":"docs/governance/index.rst","roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null},"funding":{"github":null,"patreon":null,"open_collective":null,"ko_fi":null,"tidelift":null,"custom":"https://numfocus.org/donate"}},"created_at":"2016-05-18T14:12:17.000Z","updated_at":"2025-08-27T10:58:04.000Z","dependencies_parsed_at":"2024-11-15T10:37:47.452Z","dependency_job_id":"d30c6246-7b04-4383-ab8c-38f0535e93ff","html_url":"https://github.com/DistrictDataLabs/yellowbrick","commit_stats":{"total_commits":792,"total_committers":116,"mean_commits":6.827586206896552,"dds":0.6565656565656566,"last_synced_commit":"f7a8e950bd31452ea2f5d402a1c5d519cd163fd5"},"previous_names":[],"tags_count":25,"template":false,"template_full_name":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DistrictDataLabs","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/refs/heads/develop","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/sbom","scorecard":{"id":41088,"data":{"date":"2025-08-11","repo":{"name":"github.com/DistrictDataLabs/yellowbrick","commit":"f7a8e950bd31452ea2f5d402a1c5d519cd163fd5"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":4.2,"checks":[{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#dangerous-workflow"}},{"name":"Code-Review","score":9,"reason":"Found 27/30 approved changesets -- score normalized to 9","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#packaging"}},{"name":"Maintained","score":0,"reason":"0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"name":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Info: jobLevel 'contents' permission set to 'read': .github/workflows/codeql.yml:18","Info: jobLevel 'actions' permission set to 'read': .github/workflows/codeql.yml:17","Warn: no topLevel permission defined: .github/workflows/ci.yml:1","Warn: no topLevel permission defined: .github/workflows/codeql.yml:1","Warn: no topLevel permission defined: .github/workflows/linting.yml:1","Info: no jobLevel write permissions found"],"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#token-permissions"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#cii-best-practices"}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#binary-artifacts"}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#security-policy"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE.txt:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE.txt:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#fuzzing"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:114: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:117: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:128: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:30: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:48: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:66: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:69: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:102: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql.yml:30: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/codeql.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql.yml:34: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/codeql.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql.yml:48: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/codeql.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql.yml:61: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/codeql.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/linting.yml:17: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/linting.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/linting.yml:22: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/linting.yml/develop?enable=pin","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:39","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:40","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:123","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:124","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:125","Warn: pipCommand not pinned by hash: .github/workflows/linting.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/linting.yml:29","Info:   0 out of  11 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   4 third-party GitHubAction dependencies pinned","Info:   0 out of   7 pipCommand dependencies pinned"],"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"Vulnerabilities","score":0,"reason":"10 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: GHSA-6p56-wp2h-9hxr","Warn: Project is vulnerable to: PYSEC-2019-108 / GHSA-9fq2-x9r6-wfmf","Warn: Project is vulnerable to: PYSEC-2021-857 / GHSA-f7c7-j99h-c22f","Warn: Project is vulnerable to: GHSA-fpfv-jqm9-f5jm","Warn: Project is vulnerable to: PYSEC-2020-73","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2023-102","Warn: Project is vulnerable to: PYSEC-2023-114","Warn: Project is vulnerable to: PYSEC-2024-167 / GHSA-cgvx-9447-vcch"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"name":"SAST","score":7,"reason":"SAST tool detected but not run on all commits","details":["Info: SAST configuration detected: CodeQL","Warn: 0 commits out of 27 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}}]},"last_synced_at":"2025-08-14T21:33:56.035Z","repository_id":37470641,"created_at":"2025-08-14T21:33:56.035Z","updated_at":"2025-08-14T21:33:56.035Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":272475811,"owners_count":24940724,"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":"2025-08-28T02:00:10.768Z","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":"DistrictDataLabs","name":"District Data Labs","uuid":"7107115","kind":"organization","description":"Data Science Research, Open Source Projects, and Content.","email":"tojeda@districtdatalabs.com","website":"http://districtdatalabs.com","location":"Washington, DC","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/7107115?v=4","repositories_count":76,"last_synced_at":"2024-04-16T02:49:52.110Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/DistrictDataLabs","funding_links":[],"total_stars":4917,"followers":44,"following":0,"created_at":"2022-11-07T20:04:41.773Z","updated_at":"2024-04-16T02:50:09.428Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DistrictDataLabs","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DistrictDataLabs/repositories"},"tags":[{"name":"v1.5","sha":"223a2520c7128d6f306340692415ecdfa27ea31f","kind":"tag","published_at":"2022-08-21T12:48:54.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.5","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.5/manifests"},{"name":"v1.4","sha":"cbac5e3d18dca7dae4dd473e74f3b775c992df8c","kind":"tag","published_at":"2022-02-19T22:40:05.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.4","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.4/manifests"},{"name":"v1.3.post1","sha":"5e9fb0970cb53e4871934299e75b18f0e7e3c24b","kind":"tag","published_at":"2021-02-13T20:24:29.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.3.post1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.3.post1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.3.post1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.3.post1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.3.post1/manifests"},{"name":"v1.3","sha":"38e6b31c601f3e3251fe465db116ed3a49446508","kind":"tag","published_at":"2021-02-09T14:58:50.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.3","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.3/manifests"},{"name":"v1.2.1","sha":"d58ab345d501155beb1ca6e97e719c46289acd25","kind":"tag","published_at":"2021-01-15T19:29:58.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.2.1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.2.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.2.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.2.1/manifests"},{"name":"v1.2","sha":"4c8882fe380c10bad6ed15b8a49f15c648d5947c","kind":"tag","published_at":"2020-10-09T19:25:19.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.2","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.2/manifests"},{"name":"v1.1","sha":"682b35289b7fff32e20f4ad88ff771e2277766ca","kind":"tag","published_at":"2020-02-26T00:09:36.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.1/manifests"},{"name":"v1.0.1","sha":"dd795b492a77da33f00f06f2f098c6b3324b36d0","kind":"tag","published_at":"2019-10-06T14:21:06.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.0.1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.0.1/manifests"},{"name":"v1.0.post1","sha":"d9e1218197c31da87f87e54eb1f42f10daf88a6a","kind":"tag","published_at":"2019-08-29T14:56:05.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.0.post1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.0.post1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.0.post1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.0.post1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.0.post1/manifests"},{"name":"v1.0","sha":"a27c29080772adcdae3a853a1eab95fa578de7b3","kind":"tag","published_at":"2019-08-29T01:00:04.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.0","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.0/manifests"},{"name":"v0.9.1","sha":"d9f4bed5affaf535732e2c965a50aba493488400","kind":"tag","published_at":"2019-02-06T02:51:38.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.9.1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.9.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.9.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.9.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.9.1/manifests"},{"name":"v0.9","sha":"ce77386e7106106137bebfbc2dbe3fc4179a1cd2","kind":"tag","published_at":"2018-11-14T23:19:30.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.9","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.9","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.9","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.9","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.9/manifests"},{"name":"v0.8","sha":"f8f96d20e69b4b9f86e4f986fdb9edb54448eea9","kind":"tag","published_at":"2018-07-12T23:48:48.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.8","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.8","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.8","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.8","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.8/manifests"},{"name":"v0.7","sha":"55b2485d18d2dbee860cf76919037a2e09578320","kind":"tag","published_at":"2018-05-18T02:14:48.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.7","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.7","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.7","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.7","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.7/manifests"},{"name":"v0.6","sha":"74e116c8ef18871da2a1c4e591d55918d0e3c4aa","kind":"tag","published_at":"2018-03-19T03:51:07.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.6","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.6","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.6","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.6","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.6/manifests"},{"name":"v0.5","sha":"29867f568685eb0d8e8d467f1da56b82776e3846","kind":"tag","published_at":"2017-08-09T23:28:26.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.5","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.5/manifests"},{"name":"v0.4.2","sha":"09c8aeafe1b9e9524167bee25380c40aed2ccd4b","kind":"tag","published_at":"2017-05-22T20:18:54.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.4.2","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.4.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.4.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.4.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.4.2/manifests"},{"name":"v0.4.1","sha":"bb51d772d3ab3cc7b4a2dc6f5048f0e1a76537fe","kind":"tag","published_at":"2017-05-22T19:08:30.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.4.1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.4.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.4.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.4.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.4.1/manifests"},{"name":"v0.4","sha":"ea0729f685c94777e1c2b7157525cdd36ad790dc","kind":"tag","published_at":"2017-05-04T19:46:31.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.4","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.4/manifests"},{"name":"v0.3.3","sha":"41ab384df5da527717b301407f13bddf7b1146dc","kind":"tag","published_at":"2017-02-22T22:34:09.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.3.3","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.3.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.3.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3.3/manifests"},{"name":"v0.3.2","sha":"2bf91dbae0b893c3cbfd2005cc719934d5da0441","kind":"tag","published_at":"2017-01-20T17:08:10.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.3.2","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.3.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.3.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3.2/manifests"},{"name":"v0.3.1a2","sha":"0e8d6406924259d6a314a5207d817e0a0c8ec1ac","kind":"tag","published_at":"2016-10-11T16:35:22.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.3.1a2","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.3.1a2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.3.1a2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3.1a2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3.1a2/manifests"},{"name":"v0.3a1","sha":"b3e4c8a133fad879aba53b5afeeacc646ba7a267","kind":"tag","published_at":"2016-10-09T18:53:59.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.3a1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.3a1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.3a1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3a1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3a1/manifests"},{"name":"v0.2","sha":"ae3f37de39f271914dc7b56fb77820f84b41c77a","kind":"tag","published_at":"2016-09-04T17:09:55.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.2","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.2/manifests"},{"name":"v0.1","sha":"a2b4e6168034bdd52ed13b4b417ea6f135907126","kind":"tag","published_at":"2016-05-18T18:55:25.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.1/manifests"}]},"repo_metadata_updated_at":"2025-08-28T09:27:35.722Z","dependent_packages_count":2,"downloads":null,"downloads_period":null,"dependent_repos_count":15,"rankings":{"downloads":null,"dependent_repos_count":9.049163963064636,"dependent_packages_count":19.580733715997006,"stargazers_count":5.705016221612179,"forks_count":7.077614175193411,"docker_downloads_count":null,"average":10.353132018966807},"purl":"pkg:conda/yellowbrick","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/conda/yellowbrick","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/conda/yellowbrick","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/conda/yellowbrick/dependencies","status":null,"funding_links":["https://numfocus.org/donate"],"critical":null,"issue_metadata":{"last_synced_at":"2025-08-27T20:03:02.689Z","issues_count":71,"pull_requests_count":57,"avg_time_to_close_issue":23102862.911111113,"avg_time_to_close_pull_request":2216156.5681818184,"issues_closed_count":45,"pull_requests_closed_count":44,"pull_request_authors_count":24,"issue_authors_count":50,"avg_comments_per_issue":3.323943661971831,"avg_comments_per_pull_request":2.43859649122807,"merged_pull_requests_count":38,"bot_issues_count":0,"bot_pull_requests_count":2,"past_year_issues_count":4,"past_year_pull_requests_count":6,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":5,"past_year_issue_authors_count":4,"past_year_avg_comments_per_issue":0.25,"past_year_avg_comments_per_pull_request":0.3333333333333333,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/issues","maintainers":[{"login":"bbengfort","count":13,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/bbengfort"},{"login":"rebeccabilbro","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rebeccabilbro"}],"active_maintainers":[{"login":"bbengfort","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/bbengfort"},{"login":"rebeccabilbro","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rebeccabilbro"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/packages/yellowbrick/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/packages/yellowbrick/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/packages/yellowbrick/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/packages/yellowbrick/related_packages","maintainers":[],"registry":{"name":"conda-forge.org","url":"https://conda-forge.org","ecosystem":"conda","default":false,"packages_count":20636,"maintainers_count":0,"namespaces_count":0,"keywords_count":13387,"github":"conda-forge","metadata":{"kind":"conda-forge","key":"CondaForge","api":"https://conda.anaconda.org","funded_packages_count":2180},"icon_url":"https://github.com/conda-forge.png","created_at":"2022-10-03T15:37:08.743Z","updated_at":"2025-09-04T07:00:12.892Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/conda-forge.org/namespaces"}},{"id":2978723,"name":"yellowbrickhotfix","ecosystem":"pypi","description":"A suite of visual analysis and diagnostic tools for machine learning.","homepage":"http://scikit-yb.org/","licenses":"Apache 2","normalized_licenses":["Apache-2.0"],"repository_url":"https://github.com/DistrictDataLabs/yellowbrick","keywords_array":["visualization","machine learning","scikit-learn","matplotlib","data science"],"namespace":null,"versions_count":3,"first_release_published_at":"2021-01-20T11:25:37.000Z","latest_release_published_at":"2021-01-20T11:39:49.000Z","latest_release_number":"1.2.17","last_synced_at":"2025-09-03T23:37:44.327Z","created_at":"2022-04-10T13:09:31.631Z","updated_at":"2025-09-03T23:37:44.328Z","registry_url":"https://pypi.org/project/yellowbrickhotfix/","install_command":"pip install yellowbrickhotfix --index-url https://pypi.org/simple","documentation_url":"http://scikit-yb.org/","metadata":{"funding":null,"documentation":"http://scikit-yb.org/","classifiers":["Development Status :: 5 - Production/Stable","Intended Audience :: Developers","Intended Audience :: Science/Research","License :: OSI Approved :: Apache Software License","Natural Language :: English","Operating System :: OS Independent","Programming Language :: Python","Programming Language :: Python :: 3.5","Programming Language :: Python :: 3.6","Programming Language :: Python :: 3.7","Programming Language :: Python :: 3.8","Topic :: Scientific/Engineering :: Visualization","Topic :: Software Development","Topic :: Software Development :: Libraries :: Python Modules"],"normalized_name":"yellowbrickhotfix","project_status":null},"repo_metadata":{"id":37470641,"uuid":"59121694","full_name":"DistrictDataLabs/yellowbrick","owner":"DistrictDataLabs","description":"Visual analysis and diagnostic tools to facilitate machine learning model selection.","archived":false,"fork":false,"pushed_at":"2025-02-19T20:59:35.000Z","size":80756,"stargazers_count":4370,"open_issues_count":107,"forks_count":562,"subscribers_count":104,"default_branch":"develop","last_synced_at":"2025-08-28T02:54:58.691Z","etag":null,"topics":["anaconda","estimator","machine-learning","matplotlib","model-selection","python","scikit-learn","visual-analysis","visualization","visualizer"],"latest_commit_sha":null,"homepage":"http://www.scikit-yb.org/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/DistrictDataLabs.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":".github/FUNDING.yml","license":"LICENSE.txt","code_of_conduct":"docs/code_of_conduct.rst","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":"docs/governance/index.rst","roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null},"funding":{"github":null,"patreon":null,"open_collective":null,"ko_fi":null,"tidelift":null,"custom":"https://numfocus.org/donate"}},"created_at":"2016-05-18T14:12:17.000Z","updated_at":"2025-08-27T10:58:04.000Z","dependencies_parsed_at":"2024-11-15T10:37:47.452Z","dependency_job_id":"d30c6246-7b04-4383-ab8c-38f0535e93ff","html_url":"https://github.com/DistrictDataLabs/yellowbrick","commit_stats":{"total_commits":792,"total_committers":116,"mean_commits":6.827586206896552,"dds":0.6565656565656566,"last_synced_commit":"f7a8e950bd31452ea2f5d402a1c5d519cd163fd5"},"previous_names":[],"tags_count":25,"template":false,"template_full_name":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DistrictDataLabs","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/refs/heads/develop","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/sbom","scorecard":{"id":41088,"data":{"date":"2025-08-11","repo":{"name":"github.com/DistrictDataLabs/yellowbrick","commit":"f7a8e950bd31452ea2f5d402a1c5d519cd163fd5"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":4.2,"checks":[{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#dangerous-workflow"}},{"name":"Code-Review","score":9,"reason":"Found 27/30 approved changesets -- score normalized to 9","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#packaging"}},{"name":"Maintained","score":0,"reason":"0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"name":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Info: jobLevel 'contents' permission set to 'read': .github/workflows/codeql.yml:18","Info: jobLevel 'actions' permission set to 'read': .github/workflows/codeql.yml:17","Warn: no topLevel permission defined: .github/workflows/ci.yml:1","Warn: no topLevel permission defined: .github/workflows/codeql.yml:1","Warn: no topLevel permission defined: .github/workflows/linting.yml:1","Info: no jobLevel write permissions found"],"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#token-permissions"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#cii-best-practices"}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#binary-artifacts"}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#security-policy"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE.txt:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE.txt:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#fuzzing"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:114: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:117: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:128: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:30: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:48: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:66: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:69: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:102: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql.yml:30: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/codeql.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql.yml:34: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/codeql.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql.yml:48: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/codeql.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql.yml:61: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/codeql.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/linting.yml:17: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/linting.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/linting.yml:22: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/linting.yml/develop?enable=pin","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:39","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:40","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:123","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:124","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:125","Warn: pipCommand not pinned by hash: .github/workflows/linting.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/linting.yml:29","Info:   0 out of  11 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   4 third-party GitHubAction dependencies pinned","Info:   0 out of   7 pipCommand dependencies pinned"],"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"Vulnerabilities","score":0,"reason":"10 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: GHSA-6p56-wp2h-9hxr","Warn: Project is vulnerable to: PYSEC-2019-108 / GHSA-9fq2-x9r6-wfmf","Warn: Project is vulnerable to: PYSEC-2021-857 / GHSA-f7c7-j99h-c22f","Warn: Project is vulnerable to: GHSA-fpfv-jqm9-f5jm","Warn: Project is vulnerable to: PYSEC-2020-73","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2023-102","Warn: Project is vulnerable to: PYSEC-2023-114","Warn: Project is vulnerable to: PYSEC-2024-167 / GHSA-cgvx-9447-vcch"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"name":"SAST","score":7,"reason":"SAST tool detected but not run on all commits","details":["Info: SAST configuration detected: CodeQL","Warn: 0 commits out of 27 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}}]},"last_synced_at":"2025-08-14T21:33:56.035Z","repository_id":37470641,"created_at":"2025-08-14T21:33:56.035Z","updated_at":"2025-08-14T21:33:56.035Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":273046504,"owners_count":25036181,"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":"2025-08-31T02:00:09.071Z","response_time":79,"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":"DistrictDataLabs","name":"District Data Labs","uuid":"7107115","kind":"organization","description":"Data Science Research, Open Source Projects, and Content.","email":"tojeda@districtdatalabs.com","website":"http://districtdatalabs.com","location":"Washington, DC","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/7107115?v=4","repositories_count":76,"last_synced_at":"2024-04-16T02:49:52.110Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/DistrictDataLabs","funding_links":[],"total_stars":4917,"followers":44,"following":0,"created_at":"2022-11-07T20:04:41.773Z","updated_at":"2024-04-16T02:50:09.428Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DistrictDataLabs","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DistrictDataLabs/repositories"},"tags":[{"name":"v1.5","sha":"223a2520c7128d6f306340692415ecdfa27ea31f","kind":"tag","published_at":"2022-08-21T12:48:54.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.5","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.5/manifests"},{"name":"v1.4","sha":"cbac5e3d18dca7dae4dd473e74f3b775c992df8c","kind":"tag","published_at":"2022-02-19T22:40:05.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.4","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.4/manifests"},{"name":"v1.3.post1","sha":"5e9fb0970cb53e4871934299e75b18f0e7e3c24b","kind":"tag","published_at":"2021-02-13T20:24:29.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.3.post1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.3.post1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.3.post1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.3.post1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.3.post1/manifests"},{"name":"v1.3","sha":"38e6b31c601f3e3251fe465db116ed3a49446508","kind":"tag","published_at":"2021-02-09T14:58:50.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.3","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.3/manifests"},{"name":"v1.2.1","sha":"d58ab345d501155beb1ca6e97e719c46289acd25","kind":"tag","published_at":"2021-01-15T19:29:58.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.2.1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.2.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.2.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.2.1/manifests"},{"name":"v1.2","sha":"4c8882fe380c10bad6ed15b8a49f15c648d5947c","kind":"tag","published_at":"2020-10-09T19:25:19.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.2","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.2/manifests"},{"name":"v1.1","sha":"682b35289b7fff32e20f4ad88ff771e2277766ca","kind":"tag","published_at":"2020-02-26T00:09:36.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.1/manifests"},{"name":"v1.0.1","sha":"dd795b492a77da33f00f06f2f098c6b3324b36d0","kind":"tag","published_at":"2019-10-06T14:21:06.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.0.1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.0.1/manifests"},{"name":"v1.0.post1","sha":"d9e1218197c31da87f87e54eb1f42f10daf88a6a","kind":"tag","published_at":"2019-08-29T14:56:05.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.0.post1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.0.post1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.0.post1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.0.post1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.0.post1/manifests"},{"name":"v1.0","sha":"a27c29080772adcdae3a853a1eab95fa578de7b3","kind":"tag","published_at":"2019-08-29T01:00:04.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.0","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.0/manifests"},{"name":"v0.9.1","sha":"d9f4bed5affaf535732e2c965a50aba493488400","kind":"tag","published_at":"2019-02-06T02:51:38.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.9.1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.9.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.9.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.9.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.9.1/manifests"},{"name":"v0.9","sha":"ce77386e7106106137bebfbc2dbe3fc4179a1cd2","kind":"tag","published_at":"2018-11-14T23:19:30.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.9","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.9","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.9","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.9","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.9/manifests"},{"name":"v0.8","sha":"f8f96d20e69b4b9f86e4f986fdb9edb54448eea9","kind":"tag","published_at":"2018-07-12T23:48:48.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.8","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.8","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.8","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.8","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.8/manifests"},{"name":"v0.7","sha":"55b2485d18d2dbee860cf76919037a2e09578320","kind":"tag","published_at":"2018-05-18T02:14:48.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.7","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.7","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.7","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.7","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.7/manifests"},{"name":"v0.6","sha":"74e116c8ef18871da2a1c4e591d55918d0e3c4aa","kind":"tag","published_at":"2018-03-19T03:51:07.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.6","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.6","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.6","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.6","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.6/manifests"},{"name":"v0.5","sha":"29867f568685eb0d8e8d467f1da56b82776e3846","kind":"tag","published_at":"2017-08-09T23:28:26.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.5","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.5/manifests"},{"name":"v0.4.2","sha":"09c8aeafe1b9e9524167bee25380c40aed2ccd4b","kind":"tag","published_at":"2017-05-22T20:18:54.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.4.2","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.4.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.4.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.4.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.4.2/manifests"},{"name":"v0.4.1","sha":"bb51d772d3ab3cc7b4a2dc6f5048f0e1a76537fe","kind":"tag","published_at":"2017-05-22T19:08:30.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.4.1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.4.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.4.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.4.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.4.1/manifests"},{"name":"v0.4","sha":"ea0729f685c94777e1c2b7157525cdd36ad790dc","kind":"tag","published_at":"2017-05-04T19:46:31.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.4","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.4/manifests"},{"name":"v0.3.3","sha":"41ab384df5da527717b301407f13bddf7b1146dc","kind":"tag","published_at":"2017-02-22T22:34:09.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.3.3","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.3.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.3.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3.3/manifests"},{"name":"v0.3.2","sha":"2bf91dbae0b893c3cbfd2005cc719934d5da0441","kind":"tag","published_at":"2017-01-20T17:08:10.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.3.2","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.3.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.3.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3.2/manifests"},{"name":"v0.3.1a2","sha":"0e8d6406924259d6a314a5207d817e0a0c8ec1ac","kind":"tag","published_at":"2016-10-11T16:35:22.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.3.1a2","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.3.1a2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.3.1a2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3.1a2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3.1a2/manifests"},{"name":"v0.3a1","sha":"b3e4c8a133fad879aba53b5afeeacc646ba7a267","kind":"tag","published_at":"2016-10-09T18:53:59.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.3a1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.3a1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.3a1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3a1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3a1/manifests"},{"name":"v0.2","sha":"ae3f37de39f271914dc7b56fb77820f84b41c77a","kind":"tag","published_at":"2016-09-04T17:09:55.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.2","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.2/manifests"},{"name":"v0.1","sha":"a2b4e6168034bdd52ed13b4b417ea6f135907126","kind":"tag","published_at":"2016-05-18T18:55:25.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.1/manifests"}]},"repo_metadata_updated_at":"2025-08-31T22:11:42.568Z","dependent_packages_count":0,"downloads":10,"downloads_period":"last-month","dependent_repos_count":1,"rankings":{"downloads":45.09094020669525,"dependent_repos_count":21.544734775075646,"dependent_packages_count":10.119285352930213,"stargazers_count":1.1212731974444783,"forks_count":2.2514831153027077,"docker_downloads_count":null,"average":16.025543329489658},"purl":"pkg:pypi/yellowbrickhotfix","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/yellowbrickhotfix","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/yellowbrickhotfix","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/yellowbrickhotfix/dependencies","status":null,"funding_links":["https://numfocus.org/donate"],"critical":null,"issue_metadata":{"last_synced_at":"2025-08-31T12:05:27.587Z","issues_count":71,"pull_requests_count":60,"avg_time_to_close_issue":23102862.911111113,"avg_time_to_close_pull_request":2216156.5681818184,"issues_closed_count":45,"pull_requests_closed_count":44,"pull_request_authors_count":24,"issue_authors_count":50,"avg_comments_per_issue":3.3098591549295775,"avg_comments_per_pull_request":2.316666666666667,"merged_pull_requests_count":38,"bot_issues_count":0,"bot_pull_requests_count":2,"past_year_issues_count":4,"past_year_pull_requests_count":9,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":4,"past_year_issue_authors_count":4,"past_year_avg_comments_per_issue":0.0,"past_year_avg_comments_per_pull_request":0.2222222222222222,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/issues","maintainers":[{"login":"bbengfort","count":14,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/bbengfort"},{"login":"rebeccabilbro","count":3,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rebeccabilbro"}],"active_maintainers":[{"login":"bbengfort","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/bbengfort"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/yellowbrickhotfix/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/yellowbrickhotfix/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/yellowbrickhotfix/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/yellowbrickhotfix/related_packages","maintainers":[{"uuid":"toandm2","login":"toandm2","name":null,"email":null,"url":null,"packages_count":5,"html_url":"https://pypi.org/user/toandm2/","role":null,"created_at":"2023-01-22T13:37:27.540Z","updated_at":"2023-01-22T13:37:27.540Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/toandm2/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":724742,"maintainers_count":308195,"namespaces_count":0,"keywords_count":237984,"github":"pypi","metadata":{"funded_packages_count":50481},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-04T05:23:51.177Z","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"}},{"id":2978722,"name":"yellowbrick","ecosystem":"pypi","description":"A suite of visual analysis and diagnostic tools for machine learning.","homepage":"http://scikit-yb.org/","licenses":"Apache 2","normalized_licenses":["Apache-2.0"],"repository_url":"https://github.com/DistrictDataLabs/yellowbrick","keywords_array":["visualization","machine learning","scikit-learn","matplotlib","data science"],"namespace":null,"versions_count":24,"first_release_published_at":"2016-05-18T18:57:01.000Z","latest_release_published_at":"2021-01-15T19:36:52.000Z","latest_release_number":"1.2.1","last_synced_at":"2025-01-14T16:35:02.277Z","created_at":"2022-04-10T13:09:31.614Z","updated_at":"2025-08-28T09:27:33.482Z","registry_url":"https://pypi.org/project/yellowbrick/","install_command":"pip install yellowbrick --index-url https://pypi.org/simple","documentation_url":"http://scikit-yb.org/","metadata":{"funding":null,"documentation":"http://scikit-yb.org/","classifiers":["Development Status :: 5 - Production/Stable","Intended Audience :: Developers","Intended Audience :: Science/Research","License :: OSI Approved :: Apache Software License","Natural Language :: English","Operating System :: OS Independent","Programming Language :: Python","Programming Language :: Python :: 3.5","Programming Language :: Python :: 3.6","Programming Language :: Python :: 3.7","Programming Language :: Python :: 3.8","Programming Language :: Python :: 3.9","Topic :: Scientific/Engineering :: Visualization","Topic :: Software Development","Topic :: Software Development :: Libraries :: Python Modules"],"normalized_name":"yellowbrick"},"repo_metadata":{"id":37470641,"uuid":"59121694","full_name":"DistrictDataLabs/yellowbrick","owner":"DistrictDataLabs","description":"Visual analysis and diagnostic tools to facilitate machine learning model selection.","archived":false,"fork":false,"pushed_at":"2025-02-19T20:59:35.000Z","size":80756,"stargazers_count":4370,"open_issues_count":107,"forks_count":562,"subscribers_count":104,"default_branch":"develop","last_synced_at":"2025-08-28T02:54:58.691Z","etag":null,"topics":["anaconda","estimator","machine-learning","matplotlib","model-selection","python","scikit-learn","visual-analysis","visualization","visualizer"],"latest_commit_sha":null,"homepage":"http://www.scikit-yb.org/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/DistrictDataLabs.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":".github/FUNDING.yml","license":"LICENSE.txt","code_of_conduct":"docs/code_of_conduct.rst","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":"docs/governance/index.rst","roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null},"funding":{"github":null,"patreon":null,"open_collective":null,"ko_fi":null,"tidelift":null,"custom":"https://numfocus.org/donate"}},"created_at":"2016-05-18T14:12:17.000Z","updated_at":"2025-08-27T10:58:04.000Z","dependencies_parsed_at":"2024-11-15T10:37:47.452Z","dependency_job_id":"d30c6246-7b04-4383-ab8c-38f0535e93ff","html_url":"https://github.com/DistrictDataLabs/yellowbrick","commit_stats":{"total_commits":792,"total_committers":116,"mean_commits":6.827586206896552,"dds":0.6565656565656566,"last_synced_commit":"f7a8e950bd31452ea2f5d402a1c5d519cd163fd5"},"previous_names":[],"tags_count":25,"template":false,"template_full_name":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DistrictDataLabs","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/refs/heads/develop","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/sbom","scorecard":{"id":41088,"data":{"date":"2025-08-11","repo":{"name":"github.com/DistrictDataLabs/yellowbrick","commit":"f7a8e950bd31452ea2f5d402a1c5d519cd163fd5"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":4.2,"checks":[{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#dangerous-workflow"}},{"name":"Code-Review","score":9,"reason":"Found 27/30 approved changesets -- score normalized to 9","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#packaging"}},{"name":"Maintained","score":0,"reason":"0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"name":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Info: jobLevel 'contents' permission set to 'read': .github/workflows/codeql.yml:18","Info: jobLevel 'actions' permission set to 'read': .github/workflows/codeql.yml:17","Warn: no topLevel permission defined: .github/workflows/ci.yml:1","Warn: no topLevel permission defined: .github/workflows/codeql.yml:1","Warn: no topLevel permission defined: .github/workflows/linting.yml:1","Info: no jobLevel write permissions found"],"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#token-permissions"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#cii-best-practices"}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#binary-artifacts"}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#security-policy"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE.txt:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE.txt:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#fuzzing"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:114: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:117: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:128: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:30: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:48: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:66: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:69: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:102: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql.yml:30: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/codeql.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql.yml:34: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/codeql.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql.yml:48: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/codeql.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql.yml:61: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/codeql.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/linting.yml:17: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/linting.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/linting.yml:22: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/linting.yml/develop?enable=pin","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:39","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:40","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:123","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:124","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:125","Warn: pipCommand not pinned by hash: .github/workflows/linting.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/linting.yml:29","Info:   0 out of  11 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   4 third-party GitHubAction dependencies pinned","Info:   0 out of   7 pipCommand dependencies pinned"],"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"Vulnerabilities","score":0,"reason":"10 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: GHSA-6p56-wp2h-9hxr","Warn: Project is vulnerable to: PYSEC-2019-108 / GHSA-9fq2-x9r6-wfmf","Warn: Project is vulnerable to: PYSEC-2021-857 / GHSA-f7c7-j99h-c22f","Warn: Project is vulnerable to: GHSA-fpfv-jqm9-f5jm","Warn: Project is vulnerable to: PYSEC-2020-73","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2023-102","Warn: Project is vulnerable to: PYSEC-2023-114","Warn: Project is vulnerable to: PYSEC-2024-167 / GHSA-cgvx-9447-vcch"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"name":"SAST","score":7,"reason":"SAST tool detected but not run on all commits","details":["Info: SAST configuration detected: CodeQL","Warn: 0 commits out of 27 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}}]},"last_synced_at":"2025-08-14T21:33:56.035Z","repository_id":37470641,"created_at":"2025-08-14T21:33:56.035Z","updated_at":"2025-08-14T21:33:56.035Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":272475811,"owners_count":24940724,"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":"2025-08-28T02:00:10.768Z","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":"DistrictDataLabs","name":"District Data Labs","uuid":"7107115","kind":"organization","description":"Data Science Research, Open Source Projects, and Content.","email":"tojeda@districtdatalabs.com","website":"http://districtdatalabs.com","location":"Washington, DC","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/7107115?v=4","repositories_count":76,"last_synced_at":"2024-04-16T02:49:52.110Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/DistrictDataLabs","funding_links":[],"total_stars":4917,"followers":44,"following":0,"created_at":"2022-11-07T20:04:41.773Z","updated_at":"2024-04-16T02:50:09.428Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DistrictDataLabs","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DistrictDataLabs/repositories"},"tags":[{"name":"v1.5","sha":"223a2520c7128d6f306340692415ecdfa27ea31f","kind":"tag","published_at":"2022-08-21T12:48:54.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.5","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.5/manifests"},{"name":"v1.4","sha":"cbac5e3d18dca7dae4dd473e74f3b775c992df8c","kind":"tag","published_at":"2022-02-19T22:40:05.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.4","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.4/manifests"},{"name":"v1.3.post1","sha":"5e9fb0970cb53e4871934299e75b18f0e7e3c24b","kind":"tag","published_at":"2021-02-13T20:24:29.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.3.post1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.3.post1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.3.post1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.3.post1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.3.post1/manifests"},{"name":"v1.3","sha":"38e6b31c601f3e3251fe465db116ed3a49446508","kind":"tag","published_at":"2021-02-09T14:58:50.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.3","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.3/manifests"},{"name":"v1.2.1","sha":"d58ab345d501155beb1ca6e97e719c46289acd25","kind":"tag","published_at":"2021-01-15T19:29:58.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.2.1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.2.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.2.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.2.1/manifests"},{"name":"v1.2","sha":"4c8882fe380c10bad6ed15b8a49f15c648d5947c","kind":"tag","published_at":"2020-10-09T19:25:19.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.2","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.2/manifests"},{"name":"v1.1","sha":"682b35289b7fff32e20f4ad88ff771e2277766ca","kind":"tag","published_at":"2020-02-26T00:09:36.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.1/manifests"},{"name":"v1.0.1","sha":"dd795b492a77da33f00f06f2f098c6b3324b36d0","kind":"tag","published_at":"2019-10-06T14:21:06.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.0.1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.0.1/manifests"},{"name":"v1.0.post1","sha":"d9e1218197c31da87f87e54eb1f42f10daf88a6a","kind":"tag","published_at":"2019-08-29T14:56:05.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.0.post1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.0.post1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.0.post1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.0.post1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.0.post1/manifests"},{"name":"v1.0","sha":"a27c29080772adcdae3a853a1eab95fa578de7b3","kind":"tag","published_at":"2019-08-29T01:00:04.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.0","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.0/manifests"},{"name":"v0.9.1","sha":"d9f4bed5affaf535732e2c965a50aba493488400","kind":"tag","published_at":"2019-02-06T02:51:38.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.9.1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.9.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.9.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.9.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.9.1/manifests"},{"name":"v0.9","sha":"ce77386e7106106137bebfbc2dbe3fc4179a1cd2","kind":"tag","published_at":"2018-11-14T23:19:30.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.9","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.9","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.9","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.9","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.9/manifests"},{"name":"v0.8","sha":"f8f96d20e69b4b9f86e4f986fdb9edb54448eea9","kind":"tag","published_at":"2018-07-12T23:48:48.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.8","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.8","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.8","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.8","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.8/manifests"},{"name":"v0.7","sha":"55b2485d18d2dbee860cf76919037a2e09578320","kind":"tag","published_at":"2018-05-18T02:14:48.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.7","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.7","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.7","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.7","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.7/manifests"},{"name":"v0.6","sha":"74e116c8ef18871da2a1c4e591d55918d0e3c4aa","kind":"tag","published_at":"2018-03-19T03:51:07.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.6","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.6","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.6","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.6","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.6/manifests"},{"name":"v0.5","sha":"29867f568685eb0d8e8d467f1da56b82776e3846","kind":"tag","published_at":"2017-08-09T23:28:26.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.5","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.5/manifests"},{"name":"v0.4.2","sha":"09c8aeafe1b9e9524167bee25380c40aed2ccd4b","kind":"tag","published_at":"2017-05-22T20:18:54.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.4.2","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.4.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.4.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.4.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.4.2/manifests"},{"name":"v0.4.1","sha":"bb51d772d3ab3cc7b4a2dc6f5048f0e1a76537fe","kind":"tag","published_at":"2017-05-22T19:08:30.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.4.1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.4.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.4.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.4.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.4.1/manifests"},{"name":"v0.4","sha":"ea0729f685c94777e1c2b7157525cdd36ad790dc","kind":"tag","published_at":"2017-05-04T19:46:31.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.4","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.4/manifests"},{"name":"v0.3.3","sha":"41ab384df5da527717b301407f13bddf7b1146dc","kind":"tag","published_at":"2017-02-22T22:34:09.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.3.3","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.3.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.3.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3.3/manifests"},{"name":"v0.3.2","sha":"2bf91dbae0b893c3cbfd2005cc719934d5da0441","kind":"tag","published_at":"2017-01-20T17:08:10.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.3.2","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.3.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.3.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3.2/manifests"},{"name":"v0.3.1a2","sha":"0e8d6406924259d6a314a5207d817e0a0c8ec1ac","kind":"tag","published_at":"2016-10-11T16:35:22.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.3.1a2","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.3.1a2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.3.1a2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3.1a2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3.1a2/manifests"},{"name":"v0.3a1","sha":"b3e4c8a133fad879aba53b5afeeacc646ba7a267","kind":"tag","published_at":"2016-10-09T18:53:59.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.3a1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.3a1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.3a1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3a1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3a1/manifests"},{"name":"v0.2","sha":"ae3f37de39f271914dc7b56fb77820f84b41c77a","kind":"tag","published_at":"2016-09-04T17:09:55.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.2","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.2/manifests"},{"name":"v0.1","sha":"a2b4e6168034bdd52ed13b4b417ea6f135907126","kind":"tag","published_at":"2016-05-18T18:55:25.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.1/manifests"}]},"repo_metadata_updated_at":"2025-08-28T09:27:33.482Z","dependent_packages_count":24,"downloads":373038,"downloads_period":"last-month","dependent_repos_count":1085,"rankings":{"downloads":0.5309221195847325,"dependent_repos_count":0.35093952313279647,"dependent_packages_count":0.5556706625228158,"stargazers_count":1.104531817464077,"forks_count":2.2448278991583375,"docker_downloads_count":1.422114321806411,"average":1.0348343906115283},"purl":"pkg:pypi/yellowbrick","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/yellowbrick","docker_dependents_count":56,"docker_downloads_count":5293,"usage_url":"https://repos.ecosyste.ms/usage/pypi/yellowbrick","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/yellowbrick/dependencies","status":null,"funding_links":["https://numfocus.org/donate"],"critical":null,"issue_metadata":{"last_synced_at":"2025-08-27T20:03:02.689Z","issues_count":71,"pull_requests_count":57,"avg_time_to_close_issue":23102862.911111113,"avg_time_to_close_pull_request":2216156.5681818184,"issues_closed_count":45,"pull_requests_closed_count":44,"pull_request_authors_count":24,"issue_authors_count":50,"avg_comments_per_issue":3.323943661971831,"avg_comments_per_pull_request":2.43859649122807,"merged_pull_requests_count":38,"bot_issues_count":0,"bot_pull_requests_count":2,"past_year_issues_count":4,"past_year_pull_requests_count":6,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":5,"past_year_issue_authors_count":4,"past_year_avg_comments_per_issue":0.25,"past_year_avg_comments_per_pull_request":0.3333333333333333,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/issues","maintainers":[{"login":"bbengfort","count":13,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/bbengfort"},{"login":"rebeccabilbro","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rebeccabilbro"}],"active_maintainers":[{"login":"bbengfort","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/bbengfort"},{"login":"rebeccabilbro","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rebeccabilbro"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/yellowbrick/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/yellowbrick/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/yellowbrick/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/yellowbrick/related_packages","maintainers":[{"uuid":"lwgray","login":"lwgray","name":null,"email":null,"url":null,"packages_count":4,"html_url":"https://pypi.org/user/lwgray/","role":null,"created_at":"2023-01-24T19:26:05.373Z","updated_at":"2023-01-24T19:26:05.373Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/lwgray/packages"},{"uuid":"bbengfort","login":"bbengfort","name":null,"email":null,"url":null,"packages_count":16,"html_url":"https://pypi.org/user/bbengfort/","role":null,"created_at":"2023-01-24T19:26:05.315Z","updated_at":"2023-01-24T19:26:05.315Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/bbengfort/packages"},{"uuid":"rebeccabilbro","login":"rebeccabilbro","name":null,"email":null,"url":null,"packages_count":6,"html_url":"https://pypi.org/user/rebeccabilbro/","role":null,"created_at":"2023-01-24T19:26:05.340Z","updated_at":"2023-01-24T19:26:05.340Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/rebeccabilbro/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":724742,"maintainers_count":308195,"namespaces_count":0,"keywords_count":237984,"github":"pypi","metadata":{"funded_packages_count":50481},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-04T05:23:51.177Z","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"}},{"id":8252879,"name":"yellowbrick","ecosystem":"conda","description":"A suite of visual analysis and diagnostic tools for machine learning.","homepage":"https://www.scikit-yb.org","licenses":"Apache-2.0","normalized_licenses":["Apache-2.0"],"repository_url":"https://github.com/DistrictDataLabs/yellowbrick","keywords_array":[],"namespace":null,"versions_count":2,"first_release_published_at":"2023-06-12T15:12:08.000Z","latest_release_published_at":"2023-06-12T21:41:52.000Z","latest_release_number":"1.5","last_synced_at":"2025-09-03T23:37:53.493Z","created_at":"2023-09-09T04:26:21.117Z","updated_at":"2025-09-03T23:37:53.493Z","registry_url":"https://anaconda.org/anaconda/yellowbrick","install_command":"conda install -c anaconda yellowbrick","documentation_url":null,"metadata":{},"repo_metadata":{"id":37470641,"uuid":"59121694","full_name":"DistrictDataLabs/yellowbrick","owner":"DistrictDataLabs","description":"Visual analysis and diagnostic tools to facilitate machine learning model selection.","archived":false,"fork":false,"pushed_at":"2025-02-19T20:59:35.000Z","size":80756,"stargazers_count":4370,"open_issues_count":107,"forks_count":562,"subscribers_count":104,"default_branch":"develop","last_synced_at":"2025-08-28T02:54:58.691Z","etag":null,"topics":["anaconda","estimator","machine-learning","matplotlib","model-selection","python","scikit-learn","visual-analysis","visualization","visualizer"],"latest_commit_sha":null,"homepage":"http://www.scikit-yb.org/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/DistrictDataLabs.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":".github/FUNDING.yml","license":"LICENSE.txt","code_of_conduct":"docs/code_of_conduct.rst","threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":"docs/governance/index.rst","roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null},"funding":{"github":null,"patreon":null,"open_collective":null,"ko_fi":null,"tidelift":null,"custom":"https://numfocus.org/donate"}},"created_at":"2016-05-18T14:12:17.000Z","updated_at":"2025-08-27T10:58:04.000Z","dependencies_parsed_at":"2024-11-15T10:37:47.452Z","dependency_job_id":"d30c6246-7b04-4383-ab8c-38f0535e93ff","html_url":"https://github.com/DistrictDataLabs/yellowbrick","commit_stats":{"total_commits":792,"total_committers":116,"mean_commits":6.827586206896552,"dds":0.6565656565656566,"last_synced_commit":"f7a8e950bd31452ea2f5d402a1c5d519cd163fd5"},"previous_names":[],"tags_count":25,"template":false,"template_full_name":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DistrictDataLabs","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/refs/heads/develop","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/sbom","scorecard":{"id":41088,"data":{"date":"2025-08-11","repo":{"name":"github.com/DistrictDataLabs/yellowbrick","commit":"f7a8e950bd31452ea2f5d402a1c5d519cd163fd5"},"scorecard":{"version":"v5.2.1-40-gf6ed084d","commit":"f6ed084d17c9236477efd66e5b258b9d4cc7b389"},"score":4.2,"checks":[{"name":"Dangerous-Workflow","score":10,"reason":"no dangerous workflow patterns detected","details":null,"documentation":{"short":"Determines if the project's GitHub Action workflows avoid dangerous patterns.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#dangerous-workflow"}},{"name":"Code-Review","score":9,"reason":"Found 27/30 approved changesets -- score normalized to 9","details":null,"documentation":{"short":"Determines if the project requires human code review before pull requests (aka merge requests) are merged.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#code-review"}},{"name":"Packaging","score":-1,"reason":"packaging workflow not detected","details":["Warn: no GitHub/GitLab publishing workflow detected."],"documentation":{"short":"Determines if the project is published as a package that others can easily download, install, easily update, and uninstall.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#packaging"}},{"name":"Maintained","score":0,"reason":"0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0","details":null,"documentation":{"short":"Determines if the project is \"actively maintained\".","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#maintained"}},{"name":"Token-Permissions","score":0,"reason":"detected GitHub workflow tokens with excessive permissions","details":["Info: jobLevel 'contents' permission set to 'read': .github/workflows/codeql.yml:18","Info: jobLevel 'actions' permission set to 'read': .github/workflows/codeql.yml:17","Warn: no topLevel permission defined: .github/workflows/ci.yml:1","Warn: no topLevel permission defined: .github/workflows/codeql.yml:1","Warn: no topLevel permission defined: .github/workflows/linting.yml:1","Info: no jobLevel write permissions found"],"documentation":{"short":"Determines if the project's workflows follow the principle of least privilege.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#token-permissions"}},{"name":"CII-Best-Practices","score":0,"reason":"no effort to earn an OpenSSF best practices badge detected","details":null,"documentation":{"short":"Determines if the project has an OpenSSF (formerly CII) Best Practices Badge.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#cii-best-practices"}},{"name":"Binary-Artifacts","score":10,"reason":"no binaries found in the repo","details":null,"documentation":{"short":"Determines if the project has generated executable (binary) artifacts in the source repository.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#binary-artifacts"}},{"name":"Security-Policy","score":0,"reason":"security policy file not detected","details":["Warn: no security policy file detected","Warn: no security file to analyze","Warn: no security file to analyze","Warn: no security file to analyze"],"documentation":{"short":"Determines if the project has published a security policy.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#security-policy"}},{"name":"License","score":10,"reason":"license file detected","details":["Info: project has a license file: LICENSE.txt:0","Info: FSF or OSI recognized license: Apache License 2.0: LICENSE.txt:0"],"documentation":{"short":"Determines if the project has defined a license.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#license"}},{"name":"Fuzzing","score":0,"reason":"project is not fuzzed","details":["Warn: no fuzzer integrations found"],"documentation":{"short":"Determines if the project uses fuzzing.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#fuzzing"}},{"name":"Signed-Releases","score":-1,"reason":"no releases found","details":null,"documentation":{"short":"Determines if the project cryptographically signs release artifacts.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#signed-releases"}},{"name":"Branch-Protection","score":-1,"reason":"internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration","details":null,"documentation":{"short":"Determines if the default and release branches are protected with GitHub's branch protection settings.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#branch-protection"}},{"name":"Pinned-Dependencies","score":0,"reason":"dependency not pinned by hash detected -- score normalized to 0","details":["Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:114: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:117: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:128: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:30: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:33: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:48: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/ci.yml:66: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:69: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: third-party GitHubAction not pinned by hash: .github/workflows/ci.yml:102: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/ci.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql.yml:30: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/codeql.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql.yml:34: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/codeql.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql.yml:48: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/codeql.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/codeql.yml:61: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/codeql.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/linting.yml:17: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/linting.yml/develop?enable=pin","Warn: GitHub-owned GitHubAction not pinned by hash: .github/workflows/linting.yml:22: update your workflow using https://app.stepsecurity.io/secureworkflow/DistrictDataLabs/yellowbrick/linting.yml/develop?enable=pin","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:39","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:40","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:123","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:124","Warn: pipCommand not pinned by hash: .github/workflows/ci.yml:125","Warn: pipCommand not pinned by hash: .github/workflows/linting.yml:28","Warn: pipCommand not pinned by hash: .github/workflows/linting.yml:29","Info:   0 out of  11 GitHub-owned GitHubAction dependencies pinned","Info:   0 out of   4 third-party GitHubAction dependencies pinned","Info:   0 out of   7 pipCommand dependencies pinned"],"documentation":{"short":"Determines if the project has declared and pinned the dependencies of its build process.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#pinned-dependencies"}},{"name":"Vulnerabilities","score":0,"reason":"10 existing vulnerabilities detected","details":["Warn: Project is vulnerable to: PYSEC-2021-856 / GHSA-5545-2q6w-2gh6","Warn: Project is vulnerable to: GHSA-6p56-wp2h-9hxr","Warn: Project is vulnerable to: PYSEC-2019-108 / GHSA-9fq2-x9r6-wfmf","Warn: Project is vulnerable to: PYSEC-2021-857 / GHSA-f7c7-j99h-c22f","Warn: Project is vulnerable to: GHSA-fpfv-jqm9-f5jm","Warn: Project is vulnerable to: PYSEC-2020-73","Warn: Project is vulnerable to: PYSEC-2024-110 / GHSA-jw8x-6495-233v","Warn: Project is vulnerable to: PYSEC-2023-102","Warn: Project is vulnerable to: PYSEC-2023-114","Warn: Project is vulnerable to: PYSEC-2024-167 / GHSA-cgvx-9447-vcch"],"documentation":{"short":"Determines if the project has open, known unfixed vulnerabilities.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#vulnerabilities"}},{"name":"SAST","score":7,"reason":"SAST tool detected but not run on all commits","details":["Info: SAST configuration detected: CodeQL","Warn: 0 commits out of 27 are checked with a SAST tool"],"documentation":{"short":"Determines if the project uses static code analysis.","url":"https://github.com/ossf/scorecard/blob/f6ed084d17c9236477efd66e5b258b9d4cc7b389/docs/checks.md#sast"}}]},"last_synced_at":"2025-08-14T21:33:56.035Z","repository_id":37470641,"created_at":"2025-08-14T21:33:56.035Z","updated_at":"2025-08-14T21:33:56.035Z"},"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":272475811,"owners_count":24940724,"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":"2025-08-28T02:00:10.768Z","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":"DistrictDataLabs","name":"District Data Labs","uuid":"7107115","kind":"organization","description":"Data Science Research, Open Source Projects, and Content.","email":"tojeda@districtdatalabs.com","website":"http://districtdatalabs.com","location":"Washington, DC","twitter":null,"company":null,"icon_url":"https://avatars.githubusercontent.com/u/7107115?v=4","repositories_count":76,"last_synced_at":"2024-04-16T02:49:52.110Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/DistrictDataLabs","funding_links":[],"total_stars":4917,"followers":44,"following":0,"created_at":"2022-11-07T20:04:41.773Z","updated_at":"2024-04-16T02:50:09.428Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DistrictDataLabs","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/DistrictDataLabs/repositories"},"tags":[{"name":"v1.5","sha":"223a2520c7128d6f306340692415ecdfa27ea31f","kind":"tag","published_at":"2022-08-21T12:48:54.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.5","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.5/manifests"},{"name":"v1.4","sha":"cbac5e3d18dca7dae4dd473e74f3b775c992df8c","kind":"tag","published_at":"2022-02-19T22:40:05.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.4","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.4/manifests"},{"name":"v1.3.post1","sha":"5e9fb0970cb53e4871934299e75b18f0e7e3c24b","kind":"tag","published_at":"2021-02-13T20:24:29.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.3.post1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.3.post1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.3.post1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.3.post1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.3.post1/manifests"},{"name":"v1.3","sha":"38e6b31c601f3e3251fe465db116ed3a49446508","kind":"tag","published_at":"2021-02-09T14:58:50.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.3","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.3/manifests"},{"name":"v1.2.1","sha":"d58ab345d501155beb1ca6e97e719c46289acd25","kind":"tag","published_at":"2021-01-15T19:29:58.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.2.1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.2.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.2.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.2.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.2.1/manifests"},{"name":"v1.2","sha":"4c8882fe380c10bad6ed15b8a49f15c648d5947c","kind":"tag","published_at":"2020-10-09T19:25:19.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.2","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.2/manifests"},{"name":"v1.1","sha":"682b35289b7fff32e20f4ad88ff771e2277766ca","kind":"tag","published_at":"2020-02-26T00:09:36.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.1/manifests"},{"name":"v1.0.1","sha":"dd795b492a77da33f00f06f2f098c6b3324b36d0","kind":"tag","published_at":"2019-10-06T14:21:06.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.0.1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.0.1/manifests"},{"name":"v1.0.post1","sha":"d9e1218197c31da87f87e54eb1f42f10daf88a6a","kind":"tag","published_at":"2019-08-29T14:56:05.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.0.post1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.0.post1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.0.post1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.0.post1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.0.post1/manifests"},{"name":"v1.0","sha":"a27c29080772adcdae3a853a1eab95fa578de7b3","kind":"tag","published_at":"2019-08-29T01:00:04.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v1.0","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v1.0","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v1.0","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.0","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v1.0/manifests"},{"name":"v0.9.1","sha":"d9f4bed5affaf535732e2c965a50aba493488400","kind":"tag","published_at":"2019-02-06T02:51:38.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.9.1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.9.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.9.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.9.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.9.1/manifests"},{"name":"v0.9","sha":"ce77386e7106106137bebfbc2dbe3fc4179a1cd2","kind":"tag","published_at":"2018-11-14T23:19:30.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.9","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.9","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.9","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.9","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.9/manifests"},{"name":"v0.8","sha":"f8f96d20e69b4b9f86e4f986fdb9edb54448eea9","kind":"tag","published_at":"2018-07-12T23:48:48.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.8","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.8","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.8","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.8","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.8/manifests"},{"name":"v0.7","sha":"55b2485d18d2dbee860cf76919037a2e09578320","kind":"tag","published_at":"2018-05-18T02:14:48.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.7","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.7","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.7","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.7","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.7/manifests"},{"name":"v0.6","sha":"74e116c8ef18871da2a1c4e591d55918d0e3c4aa","kind":"tag","published_at":"2018-03-19T03:51:07.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.6","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.6","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.6","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.6","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.6/manifests"},{"name":"v0.5","sha":"29867f568685eb0d8e8d467f1da56b82776e3846","kind":"tag","published_at":"2017-08-09T23:28:26.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.5","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.5","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.5","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.5","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.5/manifests"},{"name":"v0.4.2","sha":"09c8aeafe1b9e9524167bee25380c40aed2ccd4b","kind":"tag","published_at":"2017-05-22T20:18:54.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.4.2","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.4.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.4.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.4.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.4.2/manifests"},{"name":"v0.4.1","sha":"bb51d772d3ab3cc7b4a2dc6f5048f0e1a76537fe","kind":"tag","published_at":"2017-05-22T19:08:30.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.4.1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.4.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.4.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.4.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.4.1/manifests"},{"name":"v0.4","sha":"ea0729f685c94777e1c2b7157525cdd36ad790dc","kind":"tag","published_at":"2017-05-04T19:46:31.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.4","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.4","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.4","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.4","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.4/manifests"},{"name":"v0.3.3","sha":"41ab384df5da527717b301407f13bddf7b1146dc","kind":"tag","published_at":"2017-02-22T22:34:09.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.3.3","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.3.3","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.3.3","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3.3","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3.3/manifests"},{"name":"v0.3.2","sha":"2bf91dbae0b893c3cbfd2005cc719934d5da0441","kind":"tag","published_at":"2017-01-20T17:08:10.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.3.2","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.3.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.3.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3.2/manifests"},{"name":"v0.3.1a2","sha":"0e8d6406924259d6a314a5207d817e0a0c8ec1ac","kind":"tag","published_at":"2016-10-11T16:35:22.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.3.1a2","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.3.1a2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.3.1a2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3.1a2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3.1a2/manifests"},{"name":"v0.3a1","sha":"b3e4c8a133fad879aba53b5afeeacc646ba7a267","kind":"tag","published_at":"2016-10-09T18:53:59.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.3a1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.3a1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.3a1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3a1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.3a1/manifests"},{"name":"v0.2","sha":"ae3f37de39f271914dc7b56fb77820f84b41c77a","kind":"tag","published_at":"2016-09-04T17:09:55.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.2","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.2","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.2","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.2","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.2/manifests"},{"name":"v0.1","sha":"a2b4e6168034bdd52ed13b4b417ea6f135907126","kind":"tag","published_at":"2016-05-18T18:55:25.000Z","download_url":"https://codeload.github.com/DistrictDataLabs/yellowbrick/tar.gz/v0.1","html_url":"https://github.com/DistrictDataLabs/yellowbrick/releases/tag/v0.1","dependencies_parsed_at":null,"dependency_job_id":null,"purl":"pkg:github/DistrictDataLabs/yellowbrick@v0.1","tag_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.1","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/tags/v0.1/manifests"}]},"repo_metadata_updated_at":"2025-08-28T09:27:35.719Z","dependent_packages_count":0,"downloads":null,"downloads_period":null,"dependent_repos_count":15,"rankings":{"downloads":null,"dependent_repos_count":34.35771358328211,"dependent_packages_count":41.02642901044868,"stargazers_count":12.692071296865395,"forks_count":14.566687154271666,"docker_downloads_count":null,"average":25.660725261216964},"purl":"pkg:conda/yellowbrick","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/conda/yellowbrick","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/conda/yellowbrick","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/conda/yellowbrick/dependencies","status":null,"funding_links":["https://numfocus.org/donate"],"critical":null,"issue_metadata":{"last_synced_at":"2025-08-27T20:03:02.689Z","issues_count":71,"pull_requests_count":57,"avg_time_to_close_issue":23102862.911111113,"avg_time_to_close_pull_request":2216156.5681818184,"issues_closed_count":45,"pull_requests_closed_count":44,"pull_request_authors_count":24,"issue_authors_count":50,"avg_comments_per_issue":3.323943661971831,"avg_comments_per_pull_request":2.43859649122807,"merged_pull_requests_count":38,"bot_issues_count":0,"bot_pull_requests_count":2,"past_year_issues_count":4,"past_year_pull_requests_count":6,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":5,"past_year_issue_authors_count":4,"past_year_avg_comments_per_issue":0.25,"past_year_avg_comments_per_pull_request":0.3333333333333333,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/issues","maintainers":[{"login":"bbengfort","count":13,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/bbengfort"},{"login":"rebeccabilbro","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rebeccabilbro"}],"active_maintainers":[{"login":"bbengfort","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/bbengfort"},{"login":"rebeccabilbro","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rebeccabilbro"}]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/anaconda.org/packages/yellowbrick/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/anaconda.org/packages/yellowbrick/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/anaconda.org/packages/yellowbrick/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/anaconda.org/packages/yellowbrick/related_packages","maintainers":[],"registry":{"name":"anaconda.org","url":"https://anaconda.org","ecosystem":"conda","default":true,"packages_count":4324,"maintainers_count":0,"namespaces_count":0,"keywords_count":2901,"github":"Anaconda","metadata":{"kind":"anaconda","key":"Main","api":"https://repo.ananconda.com","funded_packages_count":611},"icon_url":"https://github.com/Anaconda.png","created_at":"2022-10-03T15:37:08.736Z","updated_at":"2025-09-04T06:59:49.169Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/anaconda.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/anaconda.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/anaconda.org/namespaces"}}],"commits":{"id":7013,"full_name":"DistrictDataLabs/yellowbrick","default_branch":"develop","committers":[{"name":"Benjamin Bengfort","email":"benjamin@bengfort.com","login":"bbengfort","count":272},{"name":"Rebecca Bilbro","email":"rebeccabilbro","login":"rebeccabilbro","count":119},{"name":"Rebecca Bilbro","email":"rebecca.bilbro@bytecubed.com","login":null,"count":63},{"name":"Larry Gray","email":"lwgray@gmail.com","login":"lwgray","count":41},{"name":"Kristen McIntyre","email":"Kautumn06","login":"Kautumn06","count":33},{"name":"Nathan","email":"ndanielsen","login":"ndanielsen","count":32},{"name":"pdamodaran","email":"pdamodaran","login":"pdamodaran","count":25},{"name":"naresh-bachwani","email":"43993586+naresh-bachwani","login":"naresh-bachwani","count":12},{"name":"Zijie (ZJ) Poh","email":"8103276+zjpoh","login":"zjpoh","count":7},{"name":"Michael Garod","email":"mgarod@gmail.com","login":"mgarod","count":7},{"name":"Neal Humphrey","email":"neal@nhumphrey.com","login":"NealHumphrey","count":7},{"name":"Morgan Mendis","email":"mmendis@aledade.com","login":null,"count":6},{"name":"lauralorenz","email":"lalorenz6@gmail.com","login":"lauralorenz","count":6},{"name":"ralle123","email":"ragsq@hotmail.com","login":"ralle123","count":6},{"name":"mchestnut91","email":"40185521+mchestnut91","login":"mchestnut91","count":5},{"name":"Carlo Morales","email":"cmorales@pacificmetrics.com","login":"cjmorale","count":4},{"name":"Daniel Navarrete","email":"navarrete.daniel@dol.gov","login":"navarretedaniel","count":4},{"name":"Nicholas A. Brown","email":"nickpowersys","login":"nickpowersys","count":4},{"name":"Phillip Schafer","email":"pbs929","login":"pbs929","count":4},{"name":"Stefanie Molin","email":"24376333+stefmolin","login":"stefmolin","count":4},{"name":"mattandahalfew","email":"mattandahalfew@gmail.com","login":"mattandahalfew","count":4},{"name":"Jason","email":"jason.s.keung@gmail.com","login":"jkeung","count":4},{"name":"pdeziel","email":"42919891+pdeziel","login":"pdeziel","count":3},{"name":"pkaf","email":"pkaf","login":"pkaf","count":3},{"name":"mmorrison1670","email":"46731745+mmorrison1670","login":"mmorrison1670","count":3},{"name":"Vladislav Skripniuk","email":"skripniuk.v@yandex.ru","login":"VladSkripniuk","count":3},{"name":"Piyush Gautam","email":"gautampiyus@gmail.com","login":"percygautam","count":3},{"name":"Gary","email":"gary.mayfield@hotmail.co.uk","login":"gary-mayfield","count":3},{"name":"David Waterman","email":"davidwaterman@gmail.com","login":"drwaterman","count":3},{"name":"Bashar Jaan Khan","email":"411706@student.nitandhra.ac.in","login":"thisHermit","count":2},{"name":"Pradeep Singh","email":"pswaldia1@gmail.com","login":"pswaldia","count":2},{"name":"Raúl Peralta Lozada","email":"raulpl25@gmail.com","login":"RaulPL","count":2},{"name":"Tan Tran","email":"tankimtran@gmail.com","login":"tktran","count":2},{"name":"charles","email":"charlesguan94@gmail.com","login":"charlesbmi","count":2},{"name":"lcombs","email":"lisa.combs@gmail.com","login":"lcombs","count":2},{"name":"stergion","email":"35434161+stergion","login":"stergion","count":2},{"name":"Ellen Lowy","email":"eslowy@att.net","login":"naturallogofx","count":2},{"name":"Charlie","email":"archaeocharlie@gmail.com","login":"archaeocharlie","count":2},{"name":"Jimmy Shah","email":"jimmyshah","login":"jimmyshah","count":2},{"name":"Petr Mitev","email":"p.mitevpi@gmail.com","login":"mitevpi","count":2},{"name":"Patrick O'Melveny","email":"pvomelveny@gmail.com","login":"pvomelveny","count":2},{"name":"Nabanita Dash","email":"31562743+Naba7","login":"Naba7","count":2},{"name":"Marius van Niekerk","email":"marius.vanniekerk@maxpoint.com","login":"mariusvniekerk","count":2},{"name":"Kevin Arvai","email":"arvkevi@gmail.com","login":"arvkevi","count":2},{"name":"JimStearns206","email":"jimstearns206@gmail.com","login":"JimStearns206","count":2},{"name":"Jeremy Tuloup","email":"jeremy.tuloup@gmail.com","login":"jtpio","count":2},{"name":"Halee","email":"halee.mason@gmail.com","login":"haleemason","count":2},{"name":"Chris Stehlik","email":"chrisfs@gmail.com","login":"chrisfs","count":2},{"name":"Renee Murray","email":"r.murray08@gmail.com","login":null,"count":1},{"name":"Aarni Koskela","email":"akx@iki.fi","login":"akx","count":1},{"name":"Abhishek Bharani","email":"bharaniabhishek123@gmail.com","login":"bharaniabhishek123","count":1},{"name":"Admo","email":"14835916+admo1","login":"admo1","count":1},{"name":"Ajay Subramanian","email":"ajaysubramanian110@gmail.com","login":"ajaysub110","count":1},{"name":"Alain Leon","email":"xerebz@gmail.com","login":"xerebz","count":1},{"name":"Allyssa Riley","email":"ariley@stsci.edu","login":"ariley1472","count":1},{"name":"Alyssa Batula","email":"abatula@gmail.com","login":"abatula","count":1},{"name":"wagner2010","email":"adam.e.morris@icloud.com","login":"wagner2010","count":1},{"name":"Mike Curry","email":"mgcurry123@gmail.com","login":"mike-curry00","count":1},{"name":"Mohammed Fadhil","email":"mhd.cst@gmail.com","login":"mohfadhil","count":1},{"name":"Paul Johnson","email":"36737851+Paulj1989","login":"Paulj1989","count":1},{"name":"Paul Witt","email":"pw476@georgetown.edu","login":"pbwitt","count":1},{"name":"Peter Espinosa","email":"5122260+peterespinosa","login":"peterespinosa","count":1},{"name":"Ry Whittington","email":"rwhitt2049@gmail.com","login":"rwhitt2049","count":1},{"name":"Sangam","email":"35230623+SangamSwadiK","login":"SangamSwadiK","count":1},{"name":"Sangarshanan","email":"sangarshanan1998@gmail.com","login":"Sangarshanan","count":1},{"name":"Shivendra Sharma","email":"shivendra.sharma090@yahoo.com","login":"shivendra90","count":1},{"name":"Sivasurya Santhanam","email":"sivasurya.in@gmail.com","login":"chmodsss","count":1},{"name":"Sourav Singh","email":"4314261+souravsingh","login":"souravsingh","count":1},{"name":"Thomas J Fan","email":"thomasjpfan@gmail.com","login":"thomasjpfan","count":1},{"name":"Tim Black","email":"timothy.c.black@gmail.com","login":"black-tea","count":1},{"name":"Tuuli","email":"tuuli.morrill@gmail.com","login":"tuulihill","count":1},{"name":"Uri","email":"50647681+uricod","login":"uricod","count":1},{"name":"Yara","email":"35278238+iguk1987","login":"iguk1987","count":1},{"name":"Zonghan, Xie","email":"r95222028@ntu.edu.tw","login":"xingularity","count":1},{"name":"aldermartinez","email":"aldermartinez@gmail.com","login":"aldermartinez","count":1},{"name":"dschoenleber","email":"34317609+dschoenleber","login":"dschoenleber","count":1},{"name":"exbald","email":"exbald@gmail.com","login":"exbald","count":1},{"name":"morganmendis","email":"morganandrewmendis@gmail.com","login":"morganmendis","count":1},{"name":"rlshuhart","email":"shuhart@gmail.com","login":"rlshuhart","count":1},{"name":"rohit-ganapathy","email":"34680083+rohit-ganapathy","login":"rohit-ganapathy","count":1},{"name":"sarthak_jain","email":"sarthak2907@gmail.com","login":"sjainit","count":1},{"name":"sayali-sonawane","email":"sayalisonawane27@gmail.com","login":"sayali-sonawane","count":1},{"name":"tabishsada","email":"sada.tabish@gmail.com","login":"tabishsada","count":1},{"name":"thekylesaurus","email":"kpschmitt@uwalumni.com","login":"thekylesaurus","count":1},{"name":"Ameet Rawtani","email":"ameet.rawtani@gmail.com","login":"StampedPassp0rt","count":1},{"name":"Andrew Godbehere","email":"agodbehere@gmail.com","login":"agodbehere","count":1},{"name":"Antonio Carlos Falcão Petri","email":"falcaopetri","login":"falcaopetri","count":1},{"name":"Aylr","email":"Aylr","login":"Aylr","count":1},{"name":"Bala Venkatesan","email":"venkatesan_bala@yahoo.com","login":"balavenkatesan","count":1},{"name":"Camaron L. Mangham","email":"cmangham13@gmail.com","login":"clmangham","count":1},{"name":"Carl Dawson","email":"carl.dawson13@gmail.com","login":"carl-dawson","count":1},{"name":"David Gilbertson","email":"gilbertson.david@gmail.com","login":"davidgilbertson","count":1},{"name":"David Landsman","email":"Express50","login":"Express50","count":1},{"name":"Eleni Markou","email":"eamarkou@gmail.com","login":"emarkou","count":1},{"name":"Emma Kwiecinska","email":"ekwiecinska55@gmail.com","login":"ekwska","count":1},{"name":"Francois Dion","email":"francois.dion@gmail.com","login":"fdion","count":1},{"name":"George Richardson","email":"g.raymond.richardson@gmail.com","login":"georgerichardson","count":1},{"name":"Gopal Krishna","email":"mydigitalanjel@gmail.com","login":"gokriznastic","count":1},{"name":"Hung-Tien Huang","email":"32878707+busFred","login":"busFred","count":1},{"name":"Ian Ozsvald","email":"ian@ianozsvald.com","login":"ianozsvald","count":1},{"name":"Jason Le","email":"le.kent.jason@gmail.com","login":"jQwotos","count":1},{"name":"Jeff Hale","email":"discdiver","login":"discdiver","count":1},{"name":"Jiayi Zhang","email":"jz659@cornell.edu","login":"joeyzhang823","count":1},{"name":"Joanne Lin","email":"joannelin410@gmail.com","login":"jlinGG","count":1},{"name":"John Healy","email":"jchealy@gmail.com","login":"jc-healy","count":1},{"name":"Jonathan Lacanlale","email":"jonathanlacanlale98@gmail.com","login":"lacanlale","count":1},{"name":"Jorge Rosillo","email":"46056498+jorgectf","login":"jorgectf","count":1},{"name":"Justin Ormont","email":"justinormont","login":"justinormont","count":1},{"name":"Kellen Donohue","email":"melonhead901@gmail.com","login":"melonhead901","count":1},{"name":"Luis Carlos Mejia Garcia","email":"lcmejia19@gmail.com","login":"luismejiadev","count":1},{"name":"Making GitHub Delicious","email":"iron@waffle.io","login":"waffle-iron","count":1},{"name":"Matteo Francia","email":"m.francia@unibo.it","login":"w4bo","count":1}],"total_commits":792,"total_committers":112,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":7.071428571428571,"dds":0.6565656565656566,"past_year_committers":[],"past_year_total_commits":0,"past_year_total_committers":0,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":0.0,"past_year_dds":0.0,"last_synced_at":"2025-08-07T08:38:16.954Z","last_synced_commit":"f7a8e950bd31452ea2f5d402a1c5d519cd163fd5","created_at":"2023-03-07T09:44:20.371Z","updated_at":"2025-08-07T08:38:16.970Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-08-29T00:00:19.078Z","repositories_count":5479765,"commits_count":853310153,"contributors_count":31095234,"owners_count":906558,"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":"DistrictDataLabs/yellowbrick","html_url":"https://github.com/DistrictDataLabs/yellowbrick","last_synced_at":"2025-08-31T12:05:27.587Z","status":null,"issues_count":71,"pull_requests_count":60,"avg_time_to_close_issue":23102862.911111113,"avg_time_to_close_pull_request":2216156.5681818184,"issues_closed_count":45,"pull_requests_closed_count":44,"pull_request_authors_count":24,"issue_authors_count":50,"avg_comments_per_issue":3.3098591549295775,"avg_comments_per_pull_request":2.316666666666667,"merged_pull_requests_count":38,"bot_issues_count":0,"bot_pull_requests_count":2,"past_year_issues_count":4,"past_year_pull_requests_count":9,"past_year_avg_time_to_close_issue":null,"past_year_avg_time_to_close_pull_request":null,"past_year_issues_closed_count":0,"past_year_pull_requests_closed_count":0,"past_year_pull_request_authors_count":4,"past_year_issue_authors_count":4,"past_year_avg_comments_per_issue":0.0,"past_year_avg_comments_per_pull_request":0.2222222222222222,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2023-05-10T22:09:23.178Z","updated_at":"2025-09-02T16:55:01.865Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/DistrictDataLabs%2Fyellowbrick/issues","issue_labels_count":{"type: feature":10,"type: question":7,"type: bug":6,"level: intermediate":6,"priority: high":5,"level: novice":4,"level: expert":3,"type: documentation":3,"type: task":2,"type: technical debt":2,"type: contrib":1,"gone-stale":1,"duplicate":1,"contagious":1,"priority: medium":1,"priority: low":1},"pull_request_labels_count":{"dependencies":2,"type: example":1,"type: documentation":1},"issue_author_associations_count":{"NONE":42,"CONTRIBUTOR":19,"MEMBER":9},"pull_request_author_associations_count":{"CONTRIBUTOR":43,"MEMBER":9,"NONE":9},"issue_authors":{"lwgray":11,"bbengfort":7,"stergion":2,"rebeccabilbro":2,"nipnipj":2,"ivan-marroquin":2,"celestinoxp":2,"bingyao":1,"representativeend":1,"faiafederico":1,"FeFortti":1,"p-suresh-kumar":1,"robmcd":1,"ImolaS3":1,"raghavgurbaxani":1,"LSYS":1,"jovidal195":1,"morganmendis":1,"Even-ok":1,"mlplace":1,"alessandrofilisetti":1,"dilettante8":1,"malvin0130":1,"gshigin":1,"ndanielsen":1,"OleksandrSG":1,"pdamodaran":1,"ggous":1,"ngupta23":1,"admo1":1,"Palash123-4":1,"Thecave3":1,"JohannesWiesner":1,"2533245542":1,"pkaf":1,"KimByoungmo":1,"yht":1,"BrandonKMLee":1,"whire97612":1,"leokaplun":1,"AmericaBG":1,"dbrami":1,"vtphan":1,"luukburger":1,"Paulj1989":1,"bole1":1,"AnhVanGiang":1,"Daniel-Trung-Nguyen":1,"jakevdp":1},"pull_request_authors":{"pdamodaran":15,"lwgray":9,"bbengfort":7,"stefmolin":4,"rebeccabilbro":2,"dependabot[bot]":2,"bkp5190":2,"stergion":2,"tktran":2,"davidgilbertson":2,"clmangham":1,"jovidal195":1,"ekramasif":1,"jorgectf":1,"uricod":1,"gregparkes":1,"pdeziel":1,"danilobellini":1,"admo1":1,"NikoT98":1,"charlesincharge":1,"SangamSwadiK":1,"naresh-bachwani":1,"w4bo":1},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-02T00:00:07.986Z","repositories_count":10046970,"issues_count":30703881,"pull_requests_count":91794904,"authors_count":10467743,"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":{"NONE":4,"CONTRIBUTOR":1},"past_year_pull_request_author_associations_count":{"CONTRIBUTOR":4,"MEMBER":3,"NONE":3},"past_year_issue_authors":{"jakevdp":1,"jovidal195":1,"lwgray":1,"Palash123-4":1,"robmcd":1},"past_year_pull_request_authors":{"lwgray":4,"bbengfort":2,"bkp5190":2,"rebeccabilbro":1,"jovidal195":1},"maintainers":[{"login":"bbengfort","count":14,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/bbengfort"},{"login":"rebeccabilbro","count":4,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rebeccabilbro"}],"active_maintainers":[{"login":"bbengfort","count":2,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/bbengfort"},{"login":"rebeccabilbro","count":1,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/rebeccabilbro"}]},"events":{"total":{"IssuesEvent":4,"WatchEvent":121,"IssueCommentEvent":4,"PullRequestEvent":6,"ForkEvent":11,"CreateEvent":1},"last_year":{"IssuesEvent":4,"WatchEvent":121,"IssueCommentEvent":4,"PullRequestEvent":6,"ForkEvent":11,"CreateEvent":1}},"keywords":["anaconda","estimator","machine-learning","matplotlib","model-selection","python","scikit-learn","visual-analysis","visualization","visualizer"],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/ci.yml","sha":null,"kind":"manifest","created_at":"2023-02-10T20:15:36.588Z","updated_at":"2023-02-10T20:15:36.588Z","repository_link":"https://github.com/DistrictDataLabs/yellowbrick/blob/develop/.github/workflows/ci.yml","dependencies":[{"id":7538772730,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7538772731,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7538772732,"package_name":"codecov/codecov-action","ecosystem":"actions","requirements":"v1","direct":true,"kind":"composite","optional":false},{"id":7538772733,"package_name":"conda-incubator/setup-miniconda","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7538772734,"package_name":"ammaraskar/sphinx-action","ecosystem":"actions","requirements":"master","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/linting.yml","sha":null,"kind":"manifest","created_at":"2023-02-10T20:15:36.913Z","updated_at":"2023-02-10T20:15:36.913Z","repository_link":"https://github.com/DistrictDataLabs/yellowbrick/blob/develop/.github/workflows/linting.yml","dependencies":[{"id":7538772792,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":7538772793,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"binder/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-02-10T20:15:37.013Z","updated_at":"2023-02-10T20:15:37.013Z","repository_link":"https://github.com/DistrictDataLabs/yellowbrick/blob/develop/binder/requirements.txt","dependencies":[{"id":7538773960,"package_name":"pandas","ecosystem":"pypi","requirements":"\u003e=0.20","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"docs/requirements.txt","sha":null,"kind":"manifest","created_at":"2023-02-10T20:15:37.047Z","updated_at":"2023-02-10T20:15:37.047Z","repository_link":"https://github.com/DistrictDataLabs/yellowbrick/blob/develop/docs/requirements.txt","dependencies":[{"id":7538773999,"package_name":"matplotlib","ecosystem":"pypi","requirements":"\u003e=3.3","direct":true,"kind":"runtime","optional":false},{"id":7538774000,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=1.6.0","direct":true,"kind":"runtime","optional":false},{"id":7538774001,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"\u003e=1.0.0","direct":true,"kind":"runtime","optional":false},{"id":7538774002,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.16.0","direct":true,"kind":"runtime","optional":false},{"id":7538774003,"package_name":"cycler","ecosystem":"pypi","requirements":"\u003e=0.10.0","direct":true,"kind":"runtime","optional":false},{"id":7538774004,"package_name":"umap-learn","ecosystem":"pypi","requirements":"\u003e=0.5.1","direct":true,"kind":"runtime","optional":false},{"id":7538774005,"package_name":"Sphinx","ecosystem":"pypi","requirements":"\u003e=3.4","direct":true,"kind":"runtime","optional":false},{"id":7538774006,"package_name":"sphinx-rtd-theme","ecosystem":"pypi","requirements":"\u003e=0.5.1","direct":true,"kind":"runtime","optional":false},{"id":7538774007,"package_name":"numpydoc","ecosystem":"pypi","requirements":"\u003e=1.1","direct":true,"kind":"runtime","optional":false},{"id":7538774008,"package_name":"pandas","ecosystem":"pypi","requirements":"\u003e=1.0.4","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"actions","filepath":".github/workflows/codeql.yml","sha":null,"kind":"manifest","created_at":"2023-09-27T08:00:29.046Z","updated_at":"2023-09-27T08:00:29.046Z","repository_link":"https://github.com/DistrictDataLabs/yellowbrick/blob/develop/.github/workflows/codeql.yml","dependencies":[{"id":13972319577,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":13972319582,"package_name":"github/codeql-action/init","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":13972319586,"package_name":"github/codeql-action/autobuild","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false},{"id":13972319589,"package_name":"github/codeql-action/analyze","ecosystem":"actions","requirements":"v2","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"cpan","filepath":"examples/pbwitt/Data/meta.json","sha":null,"kind":"manifest","created_at":"2024-11-15T10:37:46.535Z","updated_at":"2024-11-15T10:37:46.535Z","repository_link":"https://github.com/DistrictDataLabs/yellowbrick/blob/develop/examples/pbwitt/Data/meta.json","dependencies":[]},{"ecosystem":"pypi","filepath":"requirements.txt","sha":null,"kind":"manifest","created_at":"2024-11-15T10:37:46.612Z","updated_at":"2024-11-15T10:37:46.612Z","repository_link":"https://github.com/DistrictDataLabs/yellowbrick/blob/develop/requirements.txt","dependencies":[{"id":20742002345,"package_name":"matplotlib","ecosystem":"pypi","requirements":"\u003e=2.0.2,","direct":true,"kind":"runtime","optional":false},{"id":20742002346,"package_name":"scipy","ecosystem":"pypi","requirements":"\u003e=1.0.0","direct":true,"kind":"runtime","optional":false},{"id":20742002347,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"\u003e=1.0.2","direct":true,"kind":"runtime","optional":false},{"id":20742002348,"package_name":"numpy","ecosystem":"pypi","requirements":"\u003e=1.16.0","direct":true,"kind":"runtime","optional":false},{"id":20742002349,"package_name":"cycler","ecosystem":"pypi","requirements":"\u003e=0.10.0","direct":true,"kind":"runtime","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2024-11-15T10:37:46.720Z","updated_at":"2024-11-15T10:37:46.720Z","repository_link":"https://github.com/DistrictDataLabs/yellowbrick/blob/develop/setup.py","dependencies":[]},{"ecosystem":"pypi","filepath":"tests/requirements.txt","sha":null,"kind":"manifest","created_at":"2024-11-15T10:37:46.773Z","updated_at":"2024-11-15T10:37:46.773Z","repository_link":"https://github.com/DistrictDataLabs/yellowbrick/blob/develop/tests/requirements.txt","dependencies":[{"id":20742002601,"package_name":"matplotlib","ecosystem":"pypi","requirements":"==3.4.2","direct":true,"kind":"test","optional":false},{"id":20742002602,"package_name":"scipy","ecosystem":"pypi","requirements":"==1.8.0","direct":true,"kind":"test","optional":false},{"id":20742002603,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"==1.0.2","direct":true,"kind":"test","optional":false},{"id":20742002604,"package_name":"numpy","ecosystem":"pypi","requirements":"==1.22.0","direct":true,"kind":"test","optional":false},{"id":20742002605,"package_name":"cycler","ecosystem":"pypi","requirements":"==0.10.0","direct":true,"kind":"test","optional":false},{"id":20742002606,"package_name":"pytest","ecosystem":"pypi","requirements":"==6.2.4","direct":true,"kind":"test","optional":false},{"id":20742002607,"package_name":"pytest-cov","ecosystem":"pypi","requirements":"==2.12.1","direct":true,"kind":"test","optional":false},{"id":20742002608,"package_name":"pytest-flakes","ecosystem":"pypi","requirements":"==4.0.3","direct":true,"kind":"test","optional":false},{"id":20742003639,"package_name":"pytest-spec","ecosystem":"pypi","requirements":"\u003e=2.0.0","direct":true,"kind":"test","optional":false},{"id":20742003640,"package_name":"coverage","ecosystem":"pypi","requirements":"==5.5","direct":true,"kind":"test","optional":false},{"id":20742003641,"package_name":"nltk","ecosystem":"pypi","requirements":"==3.6.7","direct":true,"kind":"test","optional":false},{"id":20742003642,"package_name":"pandas","ecosystem":"pypi","requirements":"==1.3.0","direct":true,"kind":"test","optional":false},{"id":20742003643,"package_name":"umap-learn","ecosystem":"pypi","requirements":"==0.5.3","direct":true,"kind":"test","optional":false},{"id":20742003653,"package_name":"numba","ecosystem":"pypi","requirements":"==0.55.2","direct":true,"kind":"test","optional":false}]}],"score":25.972600373086067,"created_at":"2025-09-04T09:18:03.839Z","updated_at":"2025-10-07T08:04:41.056Z","avatar_url":"https://github.com/DistrictDataLabs.png","language":"Python","category":"Scientific Software","sub_category":"Peer-reviewed","monthly_downloads":373048,"funding_links":["https://numfocus.org/donate"],"readme_doi_urls":["https://doi.org/10.5281/zenodo.1206239","https://doi.org/10.21105/joss.01075"],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/2622","html_url":"https://science.ecosyste.ms/projects/2622"}