Attributes

Data Type

Description

employee_id

int64

Unique ID for employee

Department

String

Department of employee

Region

String

Region of employment (unordered)

Education

String

Education Level

Gender

String

Gender of Employee

recruitment_channel

String

Channel of recruitment for employee

no_of_trainings

int64

no other training completed in the previous year on soft skills, technical skills, etc

Age

int64

Age of Employee

previous_ year_ rating

float64

Employee Rating for the previous year

length_ of_ service

int64

Length of service in years

awards_ won?

int64

1 Yes, 0 No

if awards were won during the previous year then 1 else 0

avg_training_score

int64

Average score in current training evaluations

is_promoted

int64

1 Yes, 0 No

(Output) Eligible for promotion