{"id":24538036,"url":"https://github.com/ginberg/titanic_survival_exploration","last_synced_at":"2026-02-14T20:04:43.054Z","repository":{"id":79355315,"uuid":"69336474","full_name":"ginberg/titanic_survival_exploration","owner":"ginberg","description":"Machine learning ND project0","archived":false,"fork":false,"pushed_at":"2016-09-28T00:48:40.000Z","size":181,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-10-06T13:29:47.650Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"HTML","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/ginberg.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":"2016-09-27T08:39:08.000Z","updated_at":"2016-09-27T08:43:02.000Z","dependencies_parsed_at":"2023-03-24T04:33:22.736Z","dependency_job_id":null,"html_url":"https://github.com/ginberg/titanic_survival_exploration","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/ginberg/titanic_survival_exploration","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ginberg%2Ftitanic_survival_exploration","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ginberg%2Ftitanic_survival_exploration/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ginberg%2Ftitanic_survival_exploration/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ginberg%2Ftitanic_survival_exploration/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ginberg","download_url":"https://codeload.github.com/ginberg/titanic_survival_exploration/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ginberg%2Ftitanic_survival_exploration/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29454747,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-14T15:52:44.973Z","status":"ssl_error","status_checked_at":"2026-02-14T15:52:11.208Z","response_time":53,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":[],"created_at":"2025-01-22T14:14:45.273Z","updated_at":"2026-02-14T20:04:43.049Z","avatar_url":"https://github.com/ginberg.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Project 0: Introduction and Fundamentals\n## 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\nYou will also need to have software installed to run and execute an [iPython Notebook](http://ipython.org/notebook.html)\n\nUdacity recommends our students install [Anaconda](https://www.continuum.io/downloads), a pre-packaged Python distribution that contains all of the necessary libraries and software for this project.\n\n### Code\n\nTemplate code is provided in the notebook `titanic_survival_exploration.ipynb` notebook file. Additional supporting code can be found in `titanic_visualizations.py`. While some code has already been implemented to get you started, you will need to implement additional functionality when requested to successfully complete the project.\n\n### Run\n\nIn a terminal or command window, navigate to the top-level project directory `titanic_survival_exploration/` (that contains this README) 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\nThis will open the iPython Notebook software and project file in your web browser.\n\n## Data\n\nThe dataset used in this project is included as `titanic_data.csv`. This dataset is provided by Udacity and contains the following attributes:\n\n- `survival` : Survival (0 = No; 1 = Yes)\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","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fginberg%2Ftitanic_survival_exploration","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fginberg%2Ftitanic_survival_exploration","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fginberg%2Ftitanic_survival_exploration/lists"}