IBM Employee Attrition Data with Job Satisfaction Metrics

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

Use Cases

• Predict employee attrition 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 employee retention

Strengths

• Dataset includes specific HR metrics such as education level, job satisfaction, and commute distance
• Data originates from Kaggle and IBM, suggesting a structured collection process

Limitations

• Column-level documentation is absent; field semantics must be inferred after download
• Row count is unknown, which may limit suitability assessment
• Last update date is unknown; freshness unverified

Provenance

Source

Kaggle and IBM