{"id":20491317,"url":"https://github.com/kunalpisolkar24/winequalityprediction","last_synced_at":"2026-07-28T09:38:31.489Z","repository":{"id":216494671,"uuid":"740600323","full_name":"kunalPisolkar24/wineQualityPrediction","owner":"kunalPisolkar24","description":"Predicting wine quality using machine learning with matplotlib, numpy, pandas, and seaborn for insightful data analysis. 🍇🤖📊","archived":false,"fork":false,"pushed_at":"2024-01-10T13:49:31.000Z","size":3160,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2026-07-28T09:38:30.880Z","etag":null,"topics":["data-analysis","data-science","data-visualization","machine-learning","prediction-model"],"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/kunalPisolkar24.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","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":"2024-01-08T17:14:42.000Z","updated_at":"2024-01-10T13:46:33.000Z","dependencies_parsed_at":null,"dependency_job_id":"17261fa0-b225-41a8-aed4-a1d4c6667629","html_url":"https://github.com/kunalPisolkar24/wineQualityPrediction","commit_stats":null,"previous_names":["kunalpisolkar24/winequalityprediction"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/kunalPisolkar24/wineQualityPrediction","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kunalPisolkar24%2FwineQualityPrediction","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kunalPisolkar24%2FwineQualityPrediction/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kunalPisolkar24%2FwineQualityPrediction/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kunalPisolkar24%2FwineQualityPrediction/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/kunalPisolkar24","download_url":"https://codeload.github.com/kunalPisolkar24/wineQualityPrediction/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/kunalPisolkar24%2FwineQualityPrediction/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":35987426,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-07-20T02:08:10.276Z","status":"online","status_checked_at":"2026-07-28T02:00:06.341Z","response_time":109,"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":["data-analysis","data-science","data-visualization","machine-learning","prediction-model"],"created_at":"2024-11-15T17:22:34.971Z","updated_at":"2026-07-28T09:38:31.450Z","avatar_url":"https://github.com/kunalPisolkar24.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Wine Quality Prediction Project\n\n## Table of Contents\n- Introduction\n- Installation\n- Usage\n- Contributions\n- License\n\n## Introduction\nThis project aims to predict the quality of wine based on various physicochemical properties. The dataset used in this project contains 1599 entries and 13 columns, each representing a different property of the wine.\n\n## Installation\nThe project requires the following Python libraries: numpy, matplotlib, pandas, seaborn, and warnings. You can install these using pip:\n\n```bash\npip install numpy matplotlib pandas seaborn jupyter\n```\n\n# Usage\nAfter installing the necessary libraries, you can clone this repository and run the main script:\n\n```bash\nhttps://github.com/kunalPisolkar24/wineQualityPrediction.git\ncd wineQualityPrediction\njupyter Wine_Quality.ipynb\n```\n\n\n🤝 **Contributions:**\n\nContributions from students, educators, and enthusiasts are highly encouraged. If you have additional practicals, improvements, or fixes to share, feel free to open a pull request. Please adhere to the contribution guidelines in [CONTRIBUTING.md](./CONTRIBUTING.md).\n\n📄 **License:**\n\nThis repository is licensed under the [MIT License](./LICENSE). 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