{"id":19848931,"url":"https://github.com/sharmas1ddharth/mode_of_transport_analysis","last_synced_at":"2026-02-11T19:35:49.153Z","repository":{"id":43795853,"uuid":"434970543","full_name":"sharmas1ddharth/Mode_of_transport_analysis","owner":"sharmas1ddharth","description":"This project requires you to understand what mode of transport employees prefers to commute to their office. The data includes employee information about their mode of transport as well as their personal and professional details like age, salary, and work exp. We need to predict whether or not an employee will use private transport. Also, which variables are a significant predictor behind this decision.","archived":false,"fork":false,"pushed_at":"2022-02-18T09:08:42.000Z","size":480,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-08-11T06:55:45.630Z","etag":null,"topics":["data-analysis","r-programming"],"latest_commit_sha":null,"homepage":"https://rpubs.com/sharmas1ddharth/mode_of_transport_analysis","language":"HTML","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/sharmas1ddharth.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}},"created_at":"2021-12-04T17:50:20.000Z","updated_at":"2021-12-05T05:29:42.000Z","dependencies_parsed_at":"2022-09-12T17:50:32.982Z","dependency_job_id":null,"html_url":"https://github.com/sharmas1ddharth/Mode_of_transport_analysis","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":"sharmas1ddharth/Data-Science-Template","purl":"pkg:github/sharmas1ddharth/Mode_of_transport_analysis","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sharmas1ddharth%2FMode_of_transport_analysis","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sharmas1ddharth%2FMode_of_transport_analysis/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sharmas1ddharth%2FMode_of_transport_analysis/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sharmas1ddharth%2FMode_of_transport_analysis/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/sharmas1ddharth","download_url":"https://codeload.github.com/sharmas1ddharth/Mode_of_transport_analysis/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/sharmas1ddharth%2FMode_of_transport_analysis/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":29342138,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-02-11T18:58:20.535Z","status":"ssl_error","status_checked_at":"2026-02-11T18:56:44.814Z","response_time":97,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 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":["data-analysis","r-programming"],"created_at":"2024-11-12T13:18:48.239Z","updated_at":"2026-02-11T19:35:49.119Z","avatar_url":"https://github.com/sharmas1ddharth.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"\u003cdiv id=\"top\"\u003e\u003c/div\u003e\n\n[![Contributors][contributors-shield]][contributors-url]\n[![Forks][forks-shield]][forks-url]\n[![Stargazers][stars-shield]][stars-url]\n[![Issues][issues-shield]][issues-url]\n[![MIT License][license-shield]][license-url]\n\n\n\n# Employees' Mode of Transportation Analysis and Prediction\n\nThis project requires you to understand what mode of transport employees prefers to commute to their office. The data includes employee information about their mode of transport as well as their personal and professional details like age, salary, and work exp. We need to predict whether or not an employee will use private transport. Also, which variables are a significant predictor behind this decision.\n\n\n\n\n### Built With\n\n* [R](https://www.r-project.org/)\n\n\n### Notebook\nAccess the project Notebook [here](https://rpubs.com/sharmas1ddharth/mode_of_transport_analysis)\n\n\n### About Data\n\nThere are total 9 columns in this Dataset\n\n|  Column Name  | Description |\n| - | ------------------- |\n| Age | Age of the Employee (Continuous value) |\n| Gender | Gender of the Employee (Male, Female) |\n| Engineer | Whether an Employee is an Engineer (1: Yes, 0: No) |\n| MBA | Whether an Employee is MBA graduated (1: Yes, 0: No) |\n| Work Exp | Number of years an Employee worked (Continuous value) |\n| Salary | Salary of an Employee (Continuous value) |\n| Distance | Distance traveled by an Employee to reach to his/her work place (Continuous value) |\n| License | Whether an Employee have a 4 wheeler license (1: Yes, 0: No) |\n| Transport | Mode of Transport Employee use (Public Transport, Private Transport) |\n\n### Visualizations of the Analysis\n\n\u003cimg src=\"https://github.com/sharmas1ddharth/Mode_of_transport_analysis/blob/main/reports/figures/engineer_age.png\" width=\"400\"\u003e\u003cimg src=\"https://github.com/sharmas1ddharth/Mode_of_transport_analysis/blob/main/reports/figures/mba_age.png\" width=\"400\"\u003e\u003cimg src=\"https://github.com/sharmas1ddharth/Mode_of_transport_analysis/blob/main/reports/figures/engineer_salary.png\" width=\"400\"\u003e\u003cimg src=\"https://github.com/sharmas1ddharth/Mode_of_transport_analysis/blob/main/reports/figures/mba_salary.png\" width=\"400\"\u003e\u003cimg src=\"https://github.com/sharmas1ddharth/Mode_of_transport_analysis/blob/main/reports/figures/age_and_transport.png\" width=\"400\"\u003e\u003cimg src=\"https://github.com/sharmas1ddharth/Mode_of_transport_analysis/blob/main/reports/figures/distamce_preference.png\" width=\"400\"\u003e\u003cimg src=\"https://github.com/sharmas1ddharth/Mode_of_transport_analysis/blob/main/reports/figures/gender_work.png\" width=\"400\"\u003e\u003cimg src=\"https://github.com/sharmas1ddharth/Mode_of_transport_analysis/blob/main/reports/figures/transport_according_to_salary.png\" width=\"400\"\u003e\u003cimg src=\"https://github.com/sharmas1ddharth/Mode_of_transport_analysis/blob/main/reports/figures/work_exp.png\" width=\"400\"\u003e\n\n\u003c!-- LICENSE --\u003e\n## License\n\nDistributed under the MIT License. See `LICENSE.txt` for more information.\n\n\u003cp align=\"right\"\u003e(\u003ca href=\"#top\"\u003eback to top\u003c/a\u003e)\u003c/p\u003e\n\n\n\n[contributors-shield]: https://img.shields.io/github/contributors/sharmas1ddharth/Mode_of_transport_analysis.svg?style=for-the-badge\n[contributors-url]: https://github.com/sharmas1ddharth/Mode_of_transport_analysis/graphs/contributors\n[forks-shield]: https://img.shields.io/github/forks/sharmas1ddharth/Mode_of_transport_analysis.svg?style=for-the-badge\n[forks-url]: https://github.com/sharmas1ddharth/Mode_of_transport_analysis/network/members\n[stars-shield]: https://img.shields.io/github/stars/sharmas1ddharth/Mode_of_transport_analysis.svg?style=for-the-badge\n[stars-url]: https://github.com/sharmas1ddharth/Mode_of_transport_analysis/stargazers\n[issues-shield]: https://img.shields.io/github/issues/sharmas1ddharth/Mode_of_transport_analysis.svg?style=for-the-badge\n[issues-url]: https://github.com/sharmas1ddharth/Mode_of_transport_analysis/issues\n[license-shield]: https://img.shields.io/github/license/sharmas1ddharth/Mode_of_transport_analysis.svg?style=for-the-badge\n[license-url]: https://github.com/sharmas1ddharth/Mode_of_transport_analysis/blob/master/LICENSE.txt\n[linkedin-shield]: https://img.shields.io/badge/-LinkedIn-black.svg?style=for-the-badge\u0026logo=linkedin\u0026colorB=555\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsharmas1ddharth%2Fmode_of_transport_analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsharmas1ddharth%2Fmode_of_transport_analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsharmas1ddharth%2Fmode_of_transport_analysis/lists"}