{"id":77106,"name":null,"description":"Analysis Tool Box (i.e. \"analysistoolbox\") is a collection of tools in Python for data collection and processing, statisitics, analytics, and intelligence analysis.","url":"https://github.com/kyleprotho/analysistoolbox","last_synced_at":"2025-09-08T20:55:17.647Z","repository":{"id":38687799,"uuid":"287944083","full_name":"KyleProtho/AnalysisToolBox","owner":"KyleProtho","description":"Analysis Tool Box (i.e. \"analysistoolbox\") is a collection of tools in Python for data collection and processing, statisitics, analytics, and intelligence analysis.","archived":false,"fork":false,"pushed_at":"2025-08-21T18:08:51.000Z","size":2429,"stargazers_count":1,"open_issues_count":3,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-08-21T19:24:37.047Z","etag":null,"topics":["analytics","data-analysis","open-source-intelligence","python3","r","research","snippets","statistics"],"latest_commit_sha":null,"homepage":"https://kyleprotho.github.io/AnalysisToolBox/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/KyleProtho.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.md","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2020-08-16T12:57:44.000Z","updated_at":"2025-08-21T18:08:55.000Z","dependencies_parsed_at":"2024-01-15T18:45:50.807Z","dependency_job_id":"cae778b1-a431-4345-ac0e-3c8a85682194","html_url":"https://github.com/KyleProtho/AnalysisToolBox","commit_stats":{"total_commits":494,"total_committers":2,"mean_commits":247.0,"dds":0.3238866396761133,"last_synced_commit":"fef0873f5228b02cf1359c7e75c95cebc18fbb1f"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/KyleProtho/AnalysisToolBox","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KyleProtho%2FAnalysisToolBox","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KyleProtho%2FAnalysisToolBox/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KyleProtho%2FAnalysisToolBox/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KyleProtho%2FAnalysisToolBox/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/KyleProtho","download_url":"https://codeload.github.com/KyleProtho/AnalysisToolBox/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KyleProtho%2FAnalysisToolBox/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":274231482,"owners_count":25245601,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-09-08T02:00:09.813Z","response_time":121,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"owner":{"login":"KyleProtho","name":"Kyle Protho ","uuid":"19346292","kind":"user","description":"Passionate about UX Design, intelligence, and analytics","email":"","website":"https://www.linkedin.com/in/kyleprotho","location":"Pittsburgh, PA","twitter":"kyle_protho","company":null,"icon_url":"https://avatars.githubusercontent.com/u/19346292?u=dbd0680728bca689b4cc5a69bb78bd14c625aefe\u0026v=4","repositories_count":1,"last_synced_at":"2023-04-26T15:31:25.742Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/KyleProtho","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-04-26T15:31:25.780Z","updated_at":"2023-04-26T15:31:25.780Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/KyleProtho","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/KyleProtho/repositories"},"packages":[{"id":8555538,"name":"analysistoolbox","ecosystem":"pypi","description":"A collection tools in Python for data collection and processing, statistics, analytics, and intelligence analysis.","homepage":"https://github.com/KyleProtho/AnalysisToolBox/tree/master/analysistoolbox","licenses":"MIT","normalized_licenses":["MIT"],"repository_url":"https://github.com/KyleProtho/AnalysisToolBox","keywords_array":[],"namespace":null,"versions_count":86,"first_release_published_at":"2023-11-07T20:03:51.000Z","latest_release_published_at":"2025-08-21T17:46:37.000Z","latest_release_number":"3.0.0","last_synced_at":"2025-08-21T18:01:22.521Z","created_at":"2023-11-07T20:16:35.570Z","updated_at":"2025-08-21T20:41:04.548Z","registry_url":"https://pypi.org/project/analysistoolbox/","install_command":"pip install analysistoolbox --index-url https://pypi.org/simple","documentation_url":"https://analysistoolbox.readthedocs.io/","metadata":{"funding":null,"documentation":null,"classifiers":["License :: OSI Approved :: MIT License","Operating System :: OS Independent","Programming Language :: Python :: 3"],"normalized_name":"analysistoolbox","project_status":null},"repo_metadata":{"id":38687799,"uuid":"287944083","full_name":"KyleProtho/AnalysisToolBox","owner":"KyleProtho","description":"Analysis Tool Box (i.e. \"analysistoolbox\") is a collection of tools in Python for data collection and processing, statisitics, analytics, and intelligence analysis.","archived":false,"fork":false,"pushed_at":"2025-08-21T18:08:51.000Z","size":2429,"stargazers_count":1,"open_issues_count":3,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-08-21T19:24:37.047Z","etag":null,"topics":["analytics","data-analysis","open-source-intelligence","python3","r","research","snippets","statistics"],"latest_commit_sha":null,"homepage":"https://kyleprotho.github.io/AnalysisToolBox/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/KyleProtho.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.md","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2020-08-16T12:57:44.000Z","updated_at":"2025-08-21T18:08:55.000Z","dependencies_parsed_at":"2024-01-15T18:45:50.807Z","dependency_job_id":"cae778b1-a431-4345-ac0e-3c8a85682194","html_url":"https://github.com/KyleProtho/AnalysisToolBox","commit_stats":{"total_commits":494,"total_committers":2,"mean_commits":247.0,"dds":0.3238866396761133,"last_synced_commit":"fef0873f5228b02cf1359c7e75c95cebc18fbb1f"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/KyleProtho/AnalysisToolBox","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KyleProtho%2FAnalysisToolBox","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KyleProtho%2FAnalysisToolBox/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KyleProtho%2FAnalysisToolBox/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KyleProtho%2FAnalysisToolBox/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/KyleProtho","download_url":"https://codeload.github.com/KyleProtho/AnalysisToolBox/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KyleProtho%2FAnalysisToolBox/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":271538599,"owners_count":24777476,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-08-21T02:00:08.990Z","response_time":74,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"},"owner_record":{"login":"KyleProtho","name":"Kyle Protho ","uuid":"19346292","kind":"user","description":"Passionate about UX Design, intelligence, and analytics","email":"","website":"https://www.linkedin.com/in/kyleprotho","location":"Pittsburgh, PA","twitter":"kyle_protho","company":null,"icon_url":"https://avatars.githubusercontent.com/u/19346292?u=dbd0680728bca689b4cc5a69bb78bd14c625aefe\u0026v=4","repositories_count":1,"last_synced_at":"2023-04-26T15:31:25.742Z","metadata":{"has_sponsors_listing":false},"html_url":"https://github.com/KyleProtho","funding_links":[],"total_stars":null,"followers":null,"following":null,"created_at":"2023-04-26T15:31:25.780Z","updated_at":"2023-04-26T15:31:25.780Z","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/KyleProtho","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/KyleProtho/repositories"},"tags":[]},"repo_metadata_updated_at":"2025-08-21T20:41:04.548Z","dependent_packages_count":0,"downloads":1816,"downloads_period":"last-month","dependent_repos_count":0,"rankings":{"downloads":null,"dependent_repos_count":67.8701295190204,"dependent_packages_count":9.813334981248527,"stargazers_count":38.89033723227372,"forks_count":29.87063396886641,"docker_downloads_count":null,"average":36.61110892535226},"purl":"pkg:pypi/analysistoolbox","advisories":[],"docker_usage_url":"https://docker.ecosyste.ms/usage/pypi/analysistoolbox","docker_dependents_count":null,"docker_downloads_count":null,"usage_url":"https://repos.ecosyste.ms/usage/pypi/analysistoolbox","dependent_repositories_url":"https://repos.ecosyste.ms/api/v1/usage/pypi/analysistoolbox/dependencies","status":null,"funding_links":[],"critical":null,"issue_metadata":{"last_synced_at":"2025-08-21T18:51:19.521Z","issues_count":3,"pull_requests_count":7,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":8.428571428571429,"issues_closed_count":0,"pull_requests_closed_count":7,"pull_request_authors_count":1,"issue_authors_count":1,"avg_comments_per_issue":0.0,"avg_comments_per_pull_request":0.0,"merged_pull_requests_count":7,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":0,"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":0,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"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/kyleprotho%2Fanalysistoolbox/issues","maintainers":[{"login":"KyleProtho","count":10,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/KyleProtho"}],"active_maintainers":[]},"versions_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/analysistoolbox/versions","version_numbers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/analysistoolbox/version_numbers","dependent_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/analysistoolbox/dependent_packages","related_packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages/analysistoolbox/related_packages","maintainers":[{"uuid":"kprotho24","login":"kprotho24","name":null,"email":null,"url":null,"packages_count":1,"html_url":"https://pypi.org/user/kprotho24/","role":"Owner","created_at":"2023-11-07T20:16:38.218Z","updated_at":"2023-11-07T20:16:38.218Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers/kprotho24/packages"}],"registry":{"name":"pypi.org","url":"https://pypi.org","ecosystem":"pypi","default":true,"packages_count":726275,"maintainers_count":308824,"namespaces_count":0,"keywords_count":238245,"github":"pypi","metadata":{"funded_packages_count":50579},"icon_url":"https://github.com/pypi.png","created_at":"2022-04-04T15:19:23.364Z","updated_at":"2025-09-08T05:32:36.857Z","packages_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/packages","maintainers_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/maintainers","namespaces_url":"https://packages.ecosyste.ms/api/v1/registries/pypi.org/namespaces"}}],"commits":{"id":1451671,"full_name":"kyleprotho/analysistoolbox","default_branch":"master","committers":[{"name":"Kyle Protho","email":"Onenonlykpro@gmail.com","login":null,"count":334},{"name":"Kyle Protho","email":"onenonlykpro@gmail.com","login":null,"count":160}],"total_commits":494,"total_committers":2,"total_bot_commits":0,"total_bot_committers":0,"mean_commits":247.0,"dds":0.3238866396761133,"past_year_committers":[{"name":"Kyle Protho","email":"Onenonlykpro@gmail.com","login":null,"count":264},{"name":"Kyle Protho","email":"onenonlykpro@gmail.com","login":null,"count":53}],"past_year_total_commits":317,"past_year_total_committers":2,"past_year_total_bot_commits":0,"past_year_total_bot_committers":0,"past_year_mean_commits":158.5,"past_year_dds":0.16719242902208198,"last_synced_at":"2024-01-26T17:36:26.270Z","last_synced_commit":"fef0873f5228b02cf1359c7e75c95cebc18fbb1f","created_at":"2023-11-26T00:08:02.577Z","updated_at":"2024-01-26T17:36:26.271Z","commits_url":"https://commits.ecosyste.ms/api/v1/hosts/GitHub/repositories/kyleprotho%2Fanalysistoolbox/commits","host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-06T00:00:13.651Z","repositories_count":5480019,"commits_count":853389126,"contributors_count":31098155,"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":"kyleprotho/analysistoolbox","html_url":"https://github.com/kyleprotho/analysistoolbox","last_synced_at":"2025-08-21T18:51:19.521Z","status":"error","issues_count":3,"pull_requests_count":7,"avg_time_to_close_issue":null,"avg_time_to_close_pull_request":8.428571428571429,"issues_closed_count":0,"pull_requests_closed_count":7,"pull_request_authors_count":1,"issue_authors_count":1,"avg_comments_per_issue":0.0,"avg_comments_per_pull_request":0.0,"merged_pull_requests_count":7,"bot_issues_count":0,"bot_pull_requests_count":0,"past_year_issues_count":0,"past_year_pull_requests_count":0,"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":0,"past_year_issue_authors_count":0,"past_year_avg_comments_per_issue":null,"past_year_avg_comments_per_pull_request":null,"past_year_bot_issues_count":0,"past_year_bot_pull_requests_count":0,"past_year_merged_pull_requests_count":0,"created_at":"2023-11-26T00:08:32.871Z","updated_at":"2025-09-01T00:50:49.087Z","repository_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/kyleprotho%2Fanalysistoolbox","issues_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories/kyleprotho%2Fanalysistoolbox/issues","issue_labels_count":{},"pull_request_labels_count":{},"issue_author_associations_count":{"OWNER":3},"pull_request_author_associations_count":{"OWNER":7},"issue_authors":{"KyleProtho":3},"pull_request_authors":{"KyleProtho":7},"host":{"name":"GitHub","url":"https://github.com","kind":"github","last_synced_at":"2025-09-08T00:00:17.013Z","repositories_count":10172081,"issues_count":31993946,"pull_requests_count":100251918,"authors_count":10732524,"icon_url":"https://github.com/github.png","host_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/repositories","owners_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/owners","authors_url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors"},"past_year_issue_labels_count":{},"past_year_pull_request_labels_count":{},"past_year_issue_author_associations_count":{},"past_year_pull_request_author_associations_count":{},"past_year_issue_authors":{},"past_year_pull_request_authors":{},"maintainers":[{"login":"KyleProtho","count":10,"url":"https://issues.ecosyste.ms/api/v1/hosts/GitHub/authors/KyleProtho"}],"active_maintainers":[]},"events":{"total":{"PushEvent":24},"last_year":{"PushEvent":24}},"keywords":["analytics","data-analysis","open-source-intelligence","python3","r","research","snippets","statistics"],"dependencies":[{"ecosystem":"actions","filepath":".github/workflows/python-publish.yml","sha":null,"kind":"manifest","created_at":"2023-12-18T23:24:50.174Z","updated_at":"2023-12-18T23:24:50.174Z","repository_link":"https://github.com/KyleProtho/AnalysisToolBox/blob/master/.github/workflows/python-publish.yml","dependencies":[{"id":15170464252,"package_name":"actions/checkout","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":15170464253,"package_name":"actions/setup-python","ecosystem":"actions","requirements":"v3","direct":true,"kind":"composite","optional":false},{"id":15170464254,"package_name":"pypa/gh-action-pypi-publish","ecosystem":"actions","requirements":"27b31702a0e7fc50959f5ad993c78deac1bdfc29","direct":true,"kind":"composite","optional":false}]},{"ecosystem":"pypi","filepath":"setup.py","sha":null,"kind":"manifest","created_at":"2023-12-18T23:24:55.637Z","updated_at":"2023-12-18T23:24:55.637Z","repository_link":"https://github.com/KyleProtho/AnalysisToolBox/blob/master/setup.py","dependencies":[{"id":15170464294,"package_name":"beautifulsoup4","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170464295,"package_name":"folium","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170464296,"package_name":"fuzzywuzzy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170464297,"package_name":"geopandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170464298,"package_name":"Jinja2","ecosystem":"pypi","requirements":"==3.1.2","direct":true,"kind":"runtime","optional":false},{"id":15170464299,"package_name":"Levenshtein","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170464300,"package_name":"lida","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170464515,"package_name":"lifelines","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170464737,"package_name":"mapclassify","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170464763,"package_name":"matplotlib","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170464764,"package_name":"mlxtend","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170464765,"package_name":"numpy","ecosystem":"pypi","requirements":"==1.24.5","direct":true,"kind":"runtime","optional":false},{"id":15170464766,"package_name":"openai","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170464767,"package_name":"pandas","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170464768,"package_name":"pygris","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170465386,"package_name":"pymetalog","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170465441,"package_name":"PyPDF2","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170465442,"package_name":"python-dotenv","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170465443,"package_name":"pywin32","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170465444,"package_name":"requests","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170465445,"package_name":"scipy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170465446,"package_name":"seaborn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170465447,"package_name":"scikit-learn","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170465448,"package_name":"statsmodels","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170465449,"package_name":"sympy","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170465450,"package_name":"tableone","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170465486,"package_name":"tensorflow","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170465487,"package_name":"xgboost","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false},{"id":15170465488,"package_name":"yellowbrick","ecosystem":"pypi","requirements":"*","direct":true,"kind":"runtime","optional":false}]}],"score":9.584383610076006,"created_at":"2025-09-08T20:51:03.058Z","updated_at":"2025-10-07T08:27:45.390Z","avatar_url":"https://github.com/KyleProtho.png","language":"Python","category":null,"sub_category":null,"monthly_downloads":1816,"funding_links":[],"readme_doi_urls":[],"works":{},"citation_counts":{},"total_citations":0,"keywords_from_contributors":[],"project_url":"https://science.ecosyste.ms/api/v1/projects/77106","html_url":"https://science.ecosyste.ms/projects/77106"}