{"id":20811431,"url":"https://github.com/cyberfantics/titanic-dataset-analysis","last_synced_at":"2026-01-29T03:39:34.332Z","repository":{"id":254369488,"uuid":"846327128","full_name":"cyberfantics/titanic-dataset-analysis","owner":"cyberfantics","description":null,"archived":false,"fork":false,"pushed_at":"2024-10-01T17:59:38.000Z","size":2456,"stargazers_count":3,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-04-09T23:13:34.855Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/cyberfantics.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":"2024-08-23T01:20:46.000Z","updated_at":"2024-12-04T19:12:49.000Z","dependencies_parsed_at":"2024-08-23T02:39:49.413Z","dependency_job_id":"9bfc95df-da79-4962-9bab-16db35682514","html_url":"https://github.com/cyberfantics/titanic-dataset-analysis","commit_stats":null,"previous_names":["cyberfantics/titanic-dataset-analysis"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/cyberfantics/titanic-dataset-analysis","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cyberfantics%2Ftitanic-dataset-analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cyberfantics%2Ftitanic-dataset-analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cyberfantics%2Ftitanic-dataset-analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cyberfantics%2Ftitanic-dataset-analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/cyberfantics","download_url":"https://codeload.github.com/cyberfantics/titanic-dataset-analysis/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/cyberfantics%2Ftitanic-dataset-analysis/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28862126,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-28T22:56:21.783Z","status":"online","status_checked_at":"2026-01-29T02:00:06.714Z","response_time":59,"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":[],"created_at":"2024-11-17T20:41:56.909Z","updated_at":"2026-01-29T03:39:34.306Z","avatar_url":"https://github.com/cyberfantics.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Titanic Dataset Analysis\n\n## Overview\n\nThis project analyzes the Titanic dataset to explore factors affecting passenger survival. The dataset includes features such as class, sex, fare, and survival status.\n\n## Key Steps\n\n1. **Data Cleaning**:  \n   - Removed columns with many missing values (`Cabin`, `Age`).\n   - Dropped unnecessary columns (`PassengerId`, `Name`, `Ticket`).\n\n2. **Exploration \u0026 Visualization**:  \n   - Analyzed survival by gender, class, and embarkation point.\n   - Visualized sibling distribution and its impact on survival.\n\n## Findings\n\n- **Gender**: Higher survival rates for females.\n- **Class**: Higher-class passengers had better survival chances.\n- **Embarkation**: Survival patterns varied by embarkation point.\n\n## Usage\n\n1. Clone the repository:\n   ```bash\n   git clone https://github.com/cyberfantics/pdf-merger\n   ```\n\n2. Install dependencies:\n  ```pip install pandas matplotlib seaborn```\n\n## Contact\nPresented by: Mansoor Bukhari\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcyberfantics%2Ftitanic-dataset-analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcyberfantics%2Ftitanic-dataset-analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcyberfantics%2Ftitanic-dataset-analysis/lists"}