IBM Employee Attrition Data for Workforce Analytics

IBM Employee Attrition Data contains HR analytics metrics for employees who stay and leave. The dataset includes features such as education level, job satisfaction, and commute distance. It was sourced from Kaggle and is available under the Open Dataset License and Database Content License.

Use Cases

• Predict employee attrition risk based on job satisfaction metrics mentioned in the description
• Analyze the relationship between commute distance and employee turnover
• Model the impact of education level on career progression and retention

Strengths

• Dataset includes specific HR metrics like education level and job satisfaction
• Data is sourced from a known platform (Kaggle) and a public GitHub repository

Limitations

• Row count and column-level documentation are unknown, which may limit suitability assessment
• Last update date is unknown; freshness unverified

Provenance

Source

Kaggle, via GitHub repository IBM/employee-attrition-aif360