{"id":18646931,"url":"https://github.com/jonad/boston_housing_price","last_synced_at":"2026-04-11T04:34:07.859Z","repository":{"id":129494077,"uuid":"78805654","full_name":"jonad/boston_housing_price","owner":"jonad","description":"Predicting Boston Housing Prices.","archived":false,"fork":false,"pushed_at":"2017-11-28T20:47:13.000Z","size":1915,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-06-05T14:05:36.072Z","etag":null,"topics":["boston-housing-dataset","jupyter-notebook","matplotlib","numpy","pandas","python3","scikit-learn"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/jonad.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2017-01-13T02:04:24.000Z","updated_at":"2017-11-29T01:16:41.000Z","dependencies_parsed_at":"2023-06-11T11:15:32.947Z","dependency_job_id":null,"html_url":"https://github.com/jonad/boston_housing_price","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/jonad/boston_housing_price","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jonad%2Fboston_housing_price","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jonad%2Fboston_housing_price/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jonad%2Fboston_housing_price/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jonad%2Fboston_housing_price/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jonad","download_url":"https://codeload.github.com/jonad/boston_housing_price/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jonad%2Fboston_housing_price/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31669116,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-10T17:19:37.612Z","status":"online","status_checked_at":"2026-04-11T02:00:05.776Z","response_time":54,"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":["boston-housing-dataset","jupyter-notebook","matplotlib","numpy","pandas","python3","scikit-learn"],"created_at":"2024-11-07T06:23:41.505Z","updated_at":"2026-04-11T04:34:07.830Z","avatar_url":"https://github.com/jonad.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Project: Predicting Boston Housing Prices\n\n### Install\n\nThis project requires **Python 2.7** and the following Python libraries installed:\n\n- [NumPy](http://www.numpy.org/)\n- [Pandas](http://pandas.pydata.org/)\n- [matplotlib](http://matplotlib.org/)\n- [scikit-learn](http://scikit-learn.org/stable/)\n-  [Jupyter Notebook](http://ipython.org/notebook.html)\n\n### Run\n\nIn a terminal or command window, navigate to the top-level project directory,  and run one of the following commands:\n\n```bash\nipython notebook boston_housing.ipynb\n```  \nor\n```bash\njupyter notebook boston_housing.ipynb\n```\n\n\n### Data\n\nThe modified Boston housing dataset consists of 490 data points, with each datapoint having 3 features. This dataset is a modified version of the Boston Housing dataset found on the [UCI Machine Learning Repository](https://archive.ics.uci.edu/ml/datasets/Housing).\n\n**Features**\n1.  `RM`: average number of rooms per dwelling\n2. `LSTAT`: percentage of population considered lower status\n3. `PTRATIO`: pupil-student ratio by town\n\n**Target Variable**\n4. `MEDV`: median value of owner-occupied homes\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjonad%2Fboston_housing_price","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjonad%2Fboston_housing_price","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjonad%2Fboston_housing_price/lists"}