{"id":25441924,"url":"https://github.com/robson-python/data-analysis-car-price-prediction","last_synced_at":"2025-11-01T14:30:21.837Z","repository":{"id":277593621,"uuid":"932919174","full_name":"Robson-Python/Data-Analysis-Car-Price-Prediction","owner":"Robson-Python","description":"This dataset contains 10,000 entries created for the purpose of predicting car prices.","archived":false,"fork":false,"pushed_at":"2025-02-14T19:16:22.000Z","size":1126,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-14T20:22:31.619Z","etag":null,"topics":["data","data-visualization","dataanalysis","inteligencia-artificial","machine-learning","matplotlib","pandas-dataframe","python","scikit-learn","seaborn","vscode"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Robson-Python.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":"2025-02-14T19:06:32.000Z","updated_at":"2025-02-14T19:44:35.000Z","dependencies_parsed_at":"2025-02-14T20:22:33.546Z","dependency_job_id":"bdbfd826-5695-4683-9ad0-5b7afcd8dbd1","html_url":"https://github.com/Robson-Python/Data-Analysis-Car-Price-Prediction","commit_stats":null,"previous_names":["robson-python/data-analysis-car-price-prediction"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Robson-Python%2FData-Analysis-Car-Price-Prediction","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Robson-Python%2FData-Analysis-Car-Price-Prediction/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Robson-Python%2FData-Analysis-Car-Price-Prediction/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Robson-Python%2FData-Analysis-Car-Price-Prediction/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Robson-Python","download_url":"https://codeload.github.com/Robson-Python/Data-Analysis-Car-Price-Prediction/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239293947,"owners_count":19615043,"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":["data","data-visualization","dataanalysis","inteligencia-artificial","machine-learning","matplotlib","pandas-dataframe","python","scikit-learn","seaborn","vscode"],"created_at":"2025-02-17T13:16:01.907Z","updated_at":"2025-11-01T14:30:21.770Z","avatar_url":"https://github.com/Robson-Python.png","language":"Jupyter Notebook","readme":"# Data-Analysis-Car-Price-Prediction\n\nCar Price Prediction Data Analysis\n\nProject\n\nThis dataset contains 10,000 entries created for the purpose of predicting car prices. Each row represents information about a car and its price.\n\n---\n\nDataset:\n\nMake: Specifies the make of the car (e.g. Toyota, BMW, Ford).\n\nExample values: \"Toyota\", \"BMW\", \"Mercedes\".\n\nModel: Specifies the model of the car (e.g. Corolla, Focus, X5).\n\nExample values: \"Corolla\", \"Focus\", \"X5\".\n\nYear: The year the car was produced. Newer years generally indicate higher prices. Example values: 2005, 2018, 2023.\n\nEngine_Size: Specifies the engine size in liters (L). Larger engines generally correlate with higher prices.\n\nExample values: 1.6, 2.0, 3.5.\n\nFuel_Type: Indicates the type of fuel used by the car:\nGasoline: Cars that run on gasoline.\nDiesel: Cars that run on diesel fuel.\nHybrid: Cars that run on both gasoline and electricity.\nElectric: All-electric cars.\n\nTransmission: The type of transmission in the car:\nManual: Manual transmission.\nAutomatic: Automatic transmission.\nSemi-Automatic: Semi-automatic transmission.\n\nMileage: The total distance traveled by the car, measured in kilometers. Lower mileage generally indicates a higher price.\n\nExample values: 15,000, 75,000, 230,000.\n\nDoors: The number of doors on the car. Typically 2, 3, 4, or 5 doors.\n\nExample values: 2, 3, 4, 5.\n\nOwner_Count: The number of previous owners of the car. Fewer owners usually indicate a higher price.\n\nExample values: 1, 2, 3, 4.\n\nPrice: The estimated selling price of the car. It is calculated based on several factors, such as year of production, engine size, mileage, fuel type, and transmission.\n\nExample values: 5,000, 15,000, 30,000.\n\nData Source\nThis dataset was made available by Tech on Kaggle and is licensed under Other:\n\n\u003e Tech, Airplane Price Dataset.\n\n\u003e Available at: [Kaggle Dataset Link](https://www.kaggle.com/datasets/asinow/car-price-dataset/data)\n\nThe objective of this project is to train and put my skills into practice. I will also include it in my portfolio so I can showcase my skills and win future projects and clients in the area of ​​Data Analysis and Science with Python.\n\n---\n\nSoftware and equipment used for development: Python 3.12.8 - Libraries (Pandas, Numpy, Matplotlib, Seaborn, scikit-learn)\n\nOperating system: Windows 11 Home Single Language.\n\nComputer: HP 256 G9 - Intel Core i3.\n\nData Analysis and Machine Learning\n\n© 2025 - by Robson Silva - Python Programmer and Data Analyst.\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frobson-python%2Fdata-analysis-car-price-prediction","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frobson-python%2Fdata-analysis-car-price-prediction","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frobson-python%2Fdata-analysis-car-price-prediction/lists"}