IBM HR Attrition Analysis + OpenAI APi application + StreamlitAPP + Machine Learning

Author

• Dan Sun, HR Data Analyst, Based in the Netherlands LinkedIn

• Presentation

• StreamLit Repo

Introduction

Project Context

Datasets Used

• ( https://github.com/MustafaAldabbas/treamlit-Vanguard)

Experiment Sample Characteristics

Key Performance Indicators (KPIs)

1. Attrition Rate: Percentage of clients who completed the entire process.

Analysis and Findings

Univariate Analysis

• Age Distribution: Most clients were in the age range of 30-60 years.

Bivariate Analysis

• Age vs. Balance: Older clients tended to have higher balances.

Hypothesis Testing

1. ** The new website drives more confirmations.**:

Conclusion

Recommendations