https://github.com/sharmas1ddharth/mode_of_transport_analysis

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.
https://github.com/sharmas1ddharth/mode_of_transport_analysis

data-analysis r-programming

Last synced: 6 days ago
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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.

• Host: GitHub
• URL: https://github.com/sharmas1ddharth/mode_of_transport_analysis
• Owner: sharmas1ddharth
• License: mit
• Created: 2021-12-04T17:50:20.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2022-02-18T09:08:42.000Z (over 2 years ago)
• Last Synced: 2023-03-04T00:43:43.991Z (over 1 year ago)
• Topics: data-analysis, r-programming
• Language: HTML
• Homepage: https://rpubs.com/sharmas1ddharth/mode_of_transport_analysis
• Size: 469 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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# Employees' Mode of Transportation Analysis and Prediction

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.

### Built With

* [R](https://www.r-project.org/)

### Notebook

Access the project Notebook [here](https://rpubs.com/sharmas1ddharth/mode_of_transport_analysis)

### About Data

There are total 9 columns in this Dataset

|  Column Name  | Description |

| - | ------------------- |

| Age | Age of the Employee (Continuous value) |

| Gender | Gender of the Employee (Male, Female) |

| Engineer | Whether an Employee is an Engineer (1: Yes, 0: No) |

| MBA | Whether an Employee is MBA graduated (1: Yes, 0: No) |

| Work Exp | Number of years an Employee worked (Continuous value) |

| Salary | Salary of an Employee (Continuous value) |

| Distance | Distance traveled by an Employee to reach to his/her work place (Continuous value) |

| License | Whether an Employee have a 4 wheeler license (1: Yes, 0: No) |

| Transport | Mode of Transport Employee use (Public Transport, Private Transport) |

### Visualizations of the Analysis



## License

Distributed under the MIT License. See `LICENSE.txt` for more information.

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