HR Dataset

Summary & Description for the data

Summary:

This is a dataset about almost 1500 employees. They works in different departments with different job roles. There are 60% male employee and 40% female employee. Most of them are married. However, around 16% of them have left their job.

Column Descriptions:

• EmpID: Employee ID of each employee.
• Age: Age of each employee.
• AgeGroup: Age group.
• Attrition: Whether the employee left his/her job or not.
• BusinessTravel: Describe the employee's business travel frequency.
• Department: Which department the employee currently working.
• DistanceFromHome: Distance of office from home.
• EducationField: Employee's education field.
• EnvironmentSatisfaction: Satisfaction level on employee's work environment.
• Gender: Gender of employees.
• JobLevel: Employee's job level in their office.
• JobRole: Role of employee's.
• JobSatisfaction: Job satisfaction level of employees.
• MaritalStatus: Marital status of employees.
• MonthlyIncome: Employee's income per month.
• Over18: Indicate the specific employee is 18+ or not.
• OverTime: Whether the employee do overtime or not.
• PercentSalaryHike: Salary hike in percentage.
• PerformanceRating: Rating on employee's performance.
• TotalWorkingYears: Total working year of employees.
• YearsAtCompany: Working year at current company.
• YearsInCurrentRole: Working year at current role.
• YearsSinceLastPromotion: Number of year since the last promotion.
• YearsWithCurrManager: Number of year with current manager.