{"id":21992496,"url":"https://github.com/walidbosso/r_data_mining","last_synced_at":"2025-03-23T03:32:02.713Z","repository":{"id":182877150,"uuid":"669251112","full_name":"walidbosso/R_Data_mining","owner":"walidbosso","description":" Extract knowledge from a data using different techniques, including Association Rules Hierarchical Agglomerative Clustering (HAC) K-means Clustering Decision Trees","archived":false,"fork":false,"pushed_at":"2024-01-10T18:17:08.000Z","size":10224,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-28T09:51:03.465Z","etag":null,"topics":["association-rule-mining","association-rules","clustering","data-analysis","data-mining","data-science","data-visualization","decision-tree-classifier","decision-trees","exportation","extract-data","hac","hierarchical-clustering","k-means","k-means-clustering","k-means-r","r-programming","r-studio"],"latest_commit_sha":null,"homepage":"","language":"R","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/walidbosso.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2023-07-21T18:10:05.000Z","updated_at":"2024-10-20T21:38:49.000Z","dependencies_parsed_at":"2025-01-28T09:50:19.735Z","dependency_job_id":"8e25c5b2-a04f-4a64-94b0-8343b890f11e","html_url":"https://github.com/walidbosso/R_Data_mining","commit_stats":null,"previous_names":["walidbosso/r_data_mining"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/walidbosso%2FR_Data_mining","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/walidbosso%2FR_Data_mining/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/walidbosso%2FR_Data_mining/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/walidbosso%2FR_Data_mining/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/walidbosso","download_url":"https://codeload.github.com/walidbosso/R_Data_mining/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245052619,"owners_count":20553161,"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","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":["association-rule-mining","association-rules","clustering","data-analysis","data-mining","data-science","data-visualization","decision-tree-classifier","decision-trees","exportation","extract-data","hac","hierarchical-clustering","k-means","k-means-clustering","k-means-r","r-programming","r-studio"],"created_at":"2024-11-29T20:13:55.378Z","updated_at":"2025-03-23T03:32:02.689Z","avatar_url":"https://github.com/walidbosso.png","language":"R","readme":"![R_Data_mining](https://socialify.git.ci/walidbosso/R_Data_mining/image?description=1\u0026font=Source%20Code%20Pro\u0026forks=1\u0026issues=1\u0026language=1\u0026name=1\u0026owner=1\u0026pattern=Formal%20Invitation\u0026pulls=1\u0026stargazers=1\u0026theme=Auto)\n\n\u003cp align=\"center\"\u003e\n\u003ca href=\"https://github.com/walidbosso/R_Data_mining\"\u003e\n\u003cimg src=\"https://raw.githubusercontent.com/khoa083/khoa/main/Khoa_ne/img/Rainbow.gif\" width=\"60%\"/\u003e \u003c/a\u003e\n\u003c/p\u003e\n\u003cdiv align=\"center\"\u003e\n  \n  [![GitHub WidgetBox](https://github-widgetbox.vercel.app/api/profile?username=walidbosso\u0026data=followers,repositories,stars,commits\u0026theme=nautilus)](https://github.com/walidbosso/R_Data_mining)\n\n  \u003cp align=\"center\"\u003e\n\u003ca href=\"https://github.com/walidbosso/R_Data_mining\"\u003e\n\u003cimg src=\"https://api.visitorbadge.io/api/visitors?path=https%3A%2F%2Fgithub.com%2Fwalidbosso%2FR_Data_mining\u0026label=Project%20views\u0026countColor=%23263759\u0026style=flat-square\u0026labelStyle=none\" /\u003e\u003c/a\u003e\n\u003c/p\u003e\n\n\u003ca href=\"https://github.com/walidbosso/R_Data_mining\"\u003e\n  \u003cimg src=\"https://raw.githubusercontent.com/khoa083/khoa/main/Khoa_ne/img/Rainbow.gif\" width=\"60%\"/\u003e\n  \u003ca/\u003e\n\u003c/a\u003e\n\n\n\u003cbr/\u003e\n\n# R Data Mining\n\n\u003c/div\u003e\n\n\n\n\nThis project focuses on understanding knowledge extraction methods using RStudio. Data exploration and analysis are crucial steps in any machine learning project. In this task, we work with the Zoo database, containing information about various animals in a zoo. The objective is to extract knowledge from this data using different techniques, including:\n\n- Association Rules\n- Hierarchical Agglomerative Clustering (HAC)\n- K-means Clustering\n- Decision Trees\n\n## Topics Covered\n\n- Data Science\n- Data Mining\n- Clustering\n- Data Visualization\n- Data Analysis\n- K-means\n- Decision Trees\n- Association Rules\n- Hierarchical Clustering\n- R Programming\n- R Studio\n\n## How to Use\n\n1. Clone the repository:\n\n   ```bash\n   git clone https://github.com/walidbosso/R_Data_mining.git\n   ```\n\n2. Explore the individual project files (`1-Exportation_Arbre_Clustering.R` and `2-AR.R`) for code and resources.\n\n3. Make sure you have RStudio installed and configured.\n\n4. Run the R scripts within your RStudio environment.\n\n## License\n\nThis project is licensed under the MIT License - see the [LICENSE](LICENSE) file for details.\n\n\n\n## Contributing\n\nIf you'd like to contribute to the project, please follow these steps:\n\n1. Fork the repository.\n2. Create a new branch (`git checkout -b feature/your-feature`).\n3. Commit your changes (`git commit -m 'Add some feature'`).\n4. Push to the branch (`git push origin feature/your-feature`).\n5. Open a pull request.\n\n## Issues\n\nIf you encounter any issues or have suggestions, please open an issue on the [Issues](https://github.com/walidbosso/R_Data_mining/issues) page.\n\nThank you for exploring the R Data Mining project! 🚀\n\n\u003cdiv align=\"center\"\u003e\n  \n----------------------\n\u003e \u003e  \u003cbr/\u003e \u0026copy; *by Walid BOUSSOU*   🇲🇦 😄 \u003cbr/\u003e  \n----------------------\n\n\u003cdetails\u003e\n\n\u003csummary\u003e👏 Thanks for the support \u003c/summary\u003e\n\n## Stargazers\n\n\n\u003cdiv align=\"center\"\u003e\n\n[![Stargazers repo roster for @walidbosso/R_Data_mining](http://reporoster.com/stars/dark/walidbosso/R_Data_mining)](https://github.com/walidbosso/R_Data_mining/stargazers)\n\n\n\n\u003c/div\u003e\n\n## Forkers\n\n\u003cdiv align=\"center\" \u003e\n\n[![Forkers repo roster for @walidbosso/R_Data_mining](http://reporoster.com/forks/dark/walidbosso/R_Data_mining)](https://github.com/walidbosso/R_Data_mining/network/members)\n\n\u003c/div\u003e\n\n## Contributors\n\n\u003ca href = \"https://github.com/walidbosso\"\u003e\n  \u003cimg src = \"https://contrib.rocks/image?repo=walidbosso/R_Data_mining\"/\u003e\n\u003c/a\u003e\n\n\n\u003cbr/\u003e\u003c/details\u003e\u003cbr/\u003e\n\n\u003cdiv align=\"center\"\u003e\n\n\n![GitHub last commit (by committer)](https://img.shields.io/github/last-commit/walidbosso/R_Data_mining?style=social)\n\n\u003c/div\u003e\n\u003cdiv align=\"center\"\u003e\n\n![GitHub License](https://img.shields.io/github/license/walidbosso/R_Data_mining?style=social)\n\n \u003cp align=\"center\"\u003e\n\u003ca href=\"https://www.buymeacoffee.com/walidbosso\"\u003e\u003cimg src=\"https://img.buymeacoffee.com/button-api/?text=Buy me a coffee\u0026emoji=☕\u0026slug=walidbosso\u0026button_colour=5F7FFF\u0026font_colour=ffffff\u0026font_family=Poppins\u0026outline_colour=ffffff\u0026coffee_colour=FFDF00\" title=\"☕ This will motivate me to continue on creating more open source codes \"/\u003e\u003c/a\u003e\n\u003c/p\u003e\n\n\n\u003c/div\u003e\n\n\u003ca href = \"https://github.com/walidbosso\"\u003e\n  \u003cimg src = \"https://github.com/walidbosso/Python-GUI/blob/main/border.gif\" width=\"100%\"/\u003e\n\u003c/a\u003e\n\n\u003ca href = \"https://github.com/walidbosso\"\u003e\n  \u003cimg src = \"https://github.com/walidbosso/Python-GUI/blob/main/ciber-coding.gif\" width=\"100%\"/\u003e\n\u003c/a\u003e\n\n\u003ca href = \"https://github.com/walidbosso\"\u003e\n  \u003cimg src = \"https://github.com/walidbosso/Python-GUI/blob/main/border.gif\" width=\"100%\"/\u003e\n\u003c/a\u003e\n\n𝚂𝚑𝚘𝚠 𝚜𝚘𝚖𝚎 💙 𝚋𝚢 𝚜𝚝𝚊𝚛𝚛𝚒𝚗𝚐 ⭐ 𝚝𝚑𝚎 𝚛𝚎𝚙𝚘𝚜𝚒𝚝𝚘𝚛𝚢!\n\n\u003cbr/\u003e\n\n\n\u003cp align=\"center\"\u003e\u003ca href=\"#\"\u003e\u003cimg src=\"https://img.shields.io/badge/Back%20to%20top--lightgrey?style=social\" alt=\"Back to top\" height=\"20\"/\u003e\u003c/a\u003e\u003c/p\u003e\n","funding_links":["https://www.buymeacoffee.com/walidbosso","https://img.buymeacoffee.com/button-api/?text=Buy"],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwalidbosso%2Fr_data_mining","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fwalidbosso%2Fr_data_mining","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwalidbosso%2Fr_data_mining/lists"}