{"id":17943903,"url":"https://github.com/zverianskii/python-arulesviz","last_synced_at":"2025-10-06T01:25:38.076Z","repository":{"id":57411694,"uuid":"253232874","full_name":"zverianskii/python-arulesviz","owner":"zverianskii","description":"Arulesviz - interactive association rules vizualization tool for python","archived":false,"fork":false,"pushed_at":"2020-05-22T10:47:49.000Z","size":26697,"stargazers_count":30,"open_issues_count":2,"forks_count":15,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-09-19T03:27:14.550Z","etag":null,"topics":["apriori","apriori-algorithm","arules","arules-vizualization","association-rules","bqplot","jupyter","visualization"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/zverianskii.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2020-04-05T12:45:35.000Z","updated_at":"2025-05-12T08:44:12.000Z","dependencies_parsed_at":"2022-08-27T19:12:13.346Z","dependency_job_id":null,"html_url":"https://github.com/zverianskii/python-arulesviz","commit_stats":null,"previous_names":["zveryansky/python-arulesviz","lispsil/python-arulesviz"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/zverianskii/python-arulesviz","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zverianskii%2Fpython-arulesviz","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zverianskii%2Fpython-arulesviz/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zverianskii%2Fpython-arulesviz/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zverianskii%2Fpython-arulesviz/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zverianskii","download_url":"https://codeload.github.com/zverianskii/python-arulesviz/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zverianskii%2Fpython-arulesviz/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":278547763,"owners_count":26004772,"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":"2025-10-05T02:00:06.059Z","response_time":54,"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"}},"keywords":["apriori","apriori-algorithm","arules","arules-vizualization","association-rules","bqplot","jupyter","visualization"],"created_at":"2024-10-29T05:03:44.359Z","updated_at":"2025-10-06T01:25:38.031Z","avatar_url":"https://github.com/zverianskii.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cp align=\"center\"\u003e\n\u003ca href=\"\"\u003e\n    \u003cimg src=\"https://img.shields.io/badge/makes-372839-blue\"\u003e\n\u003c/a\u003e\n\n\u003ca href=\"\"\u003e\n    \u003cimg src=\"https://img.shields.io/badge/no-23122-green\"\u003e\n\u003c/a\u003e\n\n\u003ca href=\"\"\u003e\n    \u003cimg src=\"https://img.shields.io/badge/sense-666-blue\"\u003e\n\u003c/a\u003e\n\u003ca href=\"\"\u003e\n    \u003cimg src=\"https://img.shields.io/badge/butt-88-yellow\"\u003e\n\u003c/a\u003e\n\u003ca href=\"\"\u003e\n    \u003cimg src=\"https://img.shields.io/badge/attracts-100-green\"\u003e\n\u003c/a\u003e\n\u003c/p\u003e\n\n## Association rules visualisation with Python\n\n Python-arulesviz is a port of an incredible R's library [arulesviz](https://cran.r-project.org/web/packages/arulesViz/vignettes/arulesViz.pdf). If familiar with R I would highly recommend to try it.\n\nPython-arulesviz works as a jupyter-notebook widget ([Video (30mb)](/data/demo.gif)):\n![](/data/preview.png)\n\n## Install:\n``` bash\npip install arulesviz\n```\n\n## Usage:\n``` python\ng = Arulesviz(transactions, 0.001, 0.3, 12, products_to_drop=[])\ng.create_rules()\ng.plot_graph(width=1800, directed=False, charge=-150, link_distance=20)\n```\n\n## [Detailed examples](/examples/groceries.ipynb)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzverianskii%2Fpython-arulesviz","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzverianskii%2Fpython-arulesviz","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzverianskii%2Fpython-arulesviz/lists"}