{"id":26014715,"url":"https://github.com/aelmah/data-mining","last_synced_at":"2026-04-15T00:31:15.503Z","repository":{"id":279513736,"uuid":"937348171","full_name":"aelmah/Data-Mining","owner":"aelmah","description":"Data Mining Projects ","archived":false,"fork":false,"pushed_at":"2025-04-18T22:12:12.000Z","size":25932,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-19T09:10:21.150Z","etag":null,"topics":["agglomerative-clustering","apriori-algorithm","association-rule-mining","elbow-method","k-means-clustering","rfm-analysis","silhouette-score"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/aelmah.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2025-02-22T21:25:51.000Z","updated_at":"2025-04-18T22:12:15.000Z","dependencies_parsed_at":null,"dependency_job_id":"ca10a0cc-5810-4015-928b-1298a1906484","html_url":"https://github.com/aelmah/Data-Mining","commit_stats":null,"previous_names":["aelmah/data-mining"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/aelmah/Data-Mining","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aelmah%2FData-Mining","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aelmah%2FData-Mining/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aelmah%2FData-Mining/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aelmah%2FData-Mining/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/aelmah","download_url":"https://codeload.github.com/aelmah/Data-Mining/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/aelmah%2FData-Mining/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31821374,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-14T18:05:02.291Z","status":"ssl_error","status_checked_at":"2026-04-14T18:05:01.765Z","response_time":153,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["agglomerative-clustering","apriori-algorithm","association-rule-mining","elbow-method","k-means-clustering","rfm-analysis","silhouette-score"],"created_at":"2025-03-06T02:33:51.771Z","updated_at":"2026-04-15T00:31:15.496Z","avatar_url":"https://github.com/aelmah.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Data Mining Final Project\n\nThis repository contains a project submitted as the final assignment for the **Data Mining** module. The projects focus on key data mining techniques applied to real-world datasets.\n\n## Project Overview\n\n###  Grocery Market Transactions Analysis\n- **Objective:** Analyze transaction data to uncover hidden patterns and relationships between purchased items.\n- **Techniques Used:**\n  - Apriori Algorithm\n  - Association Rules Mining\n- **Key Outcomes:** Identified frequently co-purchased items and generated rules to optimize product placement and marketing strategies.\n- **Paper:** This project includes a research article detailing the methodology, findings, and implications of the analysis.\n- **Notebook:** Contains the full implementation with explained code.\n\n\n\n\n## Usage\n1. Clone the repository:\n   ```bash\n   git clone https://github.com/aelmah/Data-Mining.git\n   ```\n2. Navigate to the project folder and explore the Jupyter Notebooks for detailed implementation.\n\n## Acknowledgments\nSpecial thanks to my supervisor [RIAD SOLH Anouar](https://www.researchgate.net/scientific-contributions/Anouar-Riad-Solh-2071198081).\n\n---\nFor any questions or suggestions, feel free to reach out!!\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faelmah%2Fdata-mining","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Faelmah%2Fdata-mining","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Faelmah%2Fdata-mining/lists"}