https://github.com/nancyhamdan/employee-attrition-analysis
Employee attrition analysis using exploratory data analysis and logistic regression
https://github.com/nancyhamdan/employee-attrition-analysis
exploratory-data-analysis logistic-regression logistic-regression-analysis
Last synced: 11 months ago
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Employee attrition analysis using exploratory data analysis and logistic regression
- Host: GitHub
- URL: https://github.com/nancyhamdan/employee-attrition-analysis
- Owner: nancyhamdan
- Created: 2022-12-30T14:56:07.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2022-12-30T15:32:47.000Z (over 3 years ago)
- Last Synced: 2025-08-01T08:44:59.450Z (12 months ago)
- Topics: exploratory-data-analysis, logistic-regression, logistic-regression-analysis
- Language: Jupyter Notebook
- Homepage:
- Size: 922 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Employee Attrition Analysis
This notebook showcases an analysis that uncovers the potential factors that lead to higher employee attrition rates. Exploratory data analysis was conducted and a logistic regression model was run to determine the association between the different features and the dependent/target variable (Attrition).
The data used in the analysis is from the following kaggle dataset: [Employee Analysis | Attrition Report](https://www.kaggle.com/datasets/whenamancodes/hr-employee-attrition)