ibm_hr_dataset_project

Introduction

This is my first personal project on data analysis, which focuses on Human Resources field. In this project, I will explore the Employee Attrition and Performance in the given dataset and visualize it by using Tableau.

Problem statement:

Dive into current available HR metrics to reduce the attrition rate and improve employee performance

Business use case:

• Brief overview of attrition within the organization
• Explore the main factors that lead to employee attrition
• Propose relevant contributors to Performance Ratings and calculate their correlations

Goals/ Metrics:

• Identify top reasons for attrition and recommend further action steps to improve
• Point out key factors that drive employee performance

Tools using:

• Spreadsheet
• SQL
• Tableau

Deliverables:

Conclusion on key findings and recommendations

Dataset

Public dataset can be downloaded on: https://www.kaggle.com/datasets/pavansubhasht/ibm-hr-analytics-attrition-dataset

Table of Contents

• 1. Attrition Overview & Visualization
• 2. Explore attrition main reasons
• 3. Explore Performance Ratings
• 4. Conclusions, Recommendations and Limitations