{"id":18646900,"url":"https://github.com/jonad/titanic_survival","last_synced_at":"2026-05-07T02:36:40.007Z","repository":{"id":129494239,"uuid":"78037553","full_name":"jonad/titanic_survival","owner":"jonad","description":"Basic decision tree model for Titanic dataset. Predict who will survive.","archived":false,"fork":false,"pushed_at":"2017-11-28T20:30:43.000Z","size":333,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2024-12-27T12:09:38.040Z","etag":null,"topics":["jupyter-notebook","matplotlib","numpy","pandas","python3","titanic-survival-prediction"],"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":"2017-01-04T17:29:42.000Z","updated_at":"2017-11-29T01:19:18.000Z","dependencies_parsed_at":"2023-06-11T11:15:39.529Z","dependency_job_id":null,"html_url":"https://github.com/jonad/titanic_survival","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jonad%2Ftitanic_survival","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jonad%2Ftitanic_survival/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jonad%2Ftitanic_survival/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jonad%2Ftitanic_survival/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jonad","download_url":"https://codeload.github.com/jonad/titanic_survival/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239449588,"owners_count":19640535,"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":["jupyter-notebook","matplotlib","numpy","pandas","python3","titanic-survival-prediction"],"created_at":"2024-11-07T06:23:25.244Z","updated_at":"2025-11-05T05:30:34.639Z","avatar_url":"https://github.com/jonad.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Project: Titanic Survival Exploration\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\nNavigate to the top-level project directory `titanic_survival_exploration/` and run one of the following commands:\n\n```bash\njupyter notebook titanic_survival_exploration.ipynb\n```\nor\n```bash\nipython notebook titanic_survival_exploration.ipynb\n```\n\n### Data\n\nThe dataset used in this project is included as `titanic_data.csv`. \n\n**Features**\n- `pclass` : Passenger Class (1 = 1st; 2 = 2nd; 3 = 3rd)\n- `name` : Name\n- `sex` : Sex\n- `age` : Age\n- `sibsp` : Number of Siblings/Spouses Aboard\n- `parch` : Number of Parents/Children Aboard\n- `ticket` : Ticket Number\n- `fare` : Passenger Fare\n- `cabin` : Cabin\n- `embarked` : Port of Embarkation (C = Cherbourg; Q = Queenstown; S = Southampton)\n\n**Target Variable**\n- `survival` : Survival (0 = No; 1 = Yes)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjonad%2Ftitanic_survival","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjonad%2Ftitanic_survival","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjonad%2Ftitanic_survival/lists"}