Dataset: Employee Attrition Data Prediction

About this Dataset

Employee Attrition Data Prediction

This dataset contains synthetic data for employee attrition. The data was generated to simulate a scenario where various factors influence whether an employee stays with a company or leaves. This dataset can be used for predictive modeling, data analysis, and machine learning tasks related to employee turnover.

Tables

Employee Attrition Data

@kaggle.mrsimple07_employee_attrition_data_prediction.employee_attrition_data

31.85 KB
1000 rows
11 columns


CREATE TABLE employee_attrition_data (
  "employee_id" BIGINT,
  "age" BIGINT,
  "gender" VARCHAR,
  "department" VARCHAR,
  "job_title" VARCHAR,
  "years_at_company" BIGINT,
  "satisfaction_level" DOUBLE,
  "average_monthly_hours" BIGINT,
  "promotion_last_5years" BIGINT,
  "salary" BIGINT,
  "attrition" BIGINT
);