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attrition-analysis

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A Power BI-driven HR analytics project that visualizes employee attrition trends, performance metrics, and demographic insights. Includes data cleaning, modeling, and dashboard development using Power Query and DAX. Offers actionable recommendations to support HR strategies for employee retention, diversity, and satisfaction across departments.

  • Updated Jun 4, 2025

Predicting employee attrition entails gathering historical data on employees, identifying key features, training machine learning models, and deploying them for real-time predictions to aid in retention strategies and organizational stability. Regular monitoring and updates ensure ongoing effectiveness.

  • Updated May 11, 2024
  • Jupyter Notebook

The goal of this project is to analyze employee retention data to uncover insights that can help improve retention strategies. By identifying key factors that influence employee attrition, we aim to provide actionable recommendations for enhancing employee satisfaction and retention rates.

  • Updated Jul 17, 2024
  • Jupyter Notebook

This project explores the **HR Employee Attrition dataset** using Python. The main objective is to analyze the factors influencing **employee attrition** and understand patterns across demographics, job roles, satisfaction levels, and other HR-related attributes.

  • Updated Aug 17, 2025
  • Jupyter Notebook

This GitHub repository hosts a comprehensive HR attrition analysis report, providing valuable insights into employee turnover trends within an organization. The report includes in-depth statistical analysis, data visualizations, and actionable recommendations to help HR professionals and business leaders make informed decisions to reduce attrition.

  • Updated Jan 27, 2024

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