{"id":19241329,"url":"https://github.com/kasraskari/fuel-consumption","last_synced_at":"2026-05-01T03:38:31.587Z","repository":{"id":241940764,"uuid":"808266612","full_name":"KasrAskari/Fuel-Consumption","owner":"KasrAskari","description":"Co2-Consumption Prediction Model","archived":false,"fork":false,"pushed_at":"2025-04-05T08:18:26.000Z","size":1949,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-05-31T14:09:16.758Z","etag":null,"topics":["jupyter-notebook","machine-learning","multiple-linear-regression","python"],"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/KasrAskari.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":"2024-05-30T18:00:44.000Z","updated_at":"2025-04-05T08:18:29.000Z","dependencies_parsed_at":"2024-05-30T21:04:31.229Z","dependency_job_id":"2f02dfc6-ccb9-40a1-8369-c4ae1034acb2","html_url":"https://github.com/KasrAskari/Fuel-Consumption","commit_stats":null,"previous_names":["kasraskari/fuel-consumption"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/KasrAskari/Fuel-Consumption","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KasrAskari%2FFuel-Consumption","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KasrAskari%2FFuel-Consumption/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KasrAskari%2FFuel-Consumption/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KasrAskari%2FFuel-Consumption/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/KasrAskari","download_url":"https://codeload.github.com/KasrAskari/Fuel-Consumption/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/KasrAskari%2FFuel-Consumption/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32484352,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-30T13:12:12.517Z","status":"online","status_checked_at":"2026-05-01T02:00:05.856Z","response_time":64,"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":["jupyter-notebook","machine-learning","multiple-linear-regression","python"],"created_at":"2024-11-09T17:11:03.932Z","updated_at":"2026-05-01T03:38:31.583Z","avatar_url":"https://github.com/KasrAskari.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"## 🚗 Fuel Consumption Prediction Model  \n\n## 📌 Overview  \nThis project aims to **predict CO2 emissions** based on various fuel consumption factors using a **Multiple Linear Regression** model. The dataset, sourced from Kaggle, provides fuel consumption data for different vehicles, enabling a data-driven approach to emissions forecasting.  \n\n---  \n\n## 🚀 Features  \n✅ **CO2 Emissions Prediction** – Accurately estimates CO2 output based on vehicle parameters.  \n✅ **Regression Analysis** – Uses **Multiple Linear Regression** to uncover relationships between fuel consumption and emissions.  \n✅ **Interactive Visualizations** – Provides **insightful charts** to illustrate data trends and correlations.  \n\n---  \n\n## 📂 Project Structure  \n```\nFuel-Consumption/\n├── FuelConsumption.csv    # Dataset used for training and evaluation\n├── Co2_prediction.ipynb   # Jupyter Notebook with data analysis and model implementation\n└── README.md              # Project documentation\n```  \n\n---  \n\n## 🛠 Technologies Used  \n- **Programming Language:** Python 🐍  \n- **Libraries \u0026 Tools:**  \n  - 📊 **pandas** – Data manipulation  \n  - 📉 **scikit-learn** – Machine learning models  \n  - 📈 **matplotlib** – Data visualization  \n  - 🎨 **seaborn** – Statistical data plotting  \n\n---  \n\n## 🔗 Acknowledgments  \n📌 **Dataset:** [Kaggle - Fuel Consumption](https://www.kaggle.com/datasets/komalnaseer/fuelconsumptioncsv)  \n\n---  \n\n## 📜 License  \nThis project is licensed under the **MIT License**.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkasraskari%2Ffuel-consumption","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fkasraskari%2Ffuel-consumption","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fkasraskari%2Ffuel-consumption/lists"}