HR_data: Why are our best and most experienced employees leaving...

In EIX: Explain Interactions in 'XGBoost'

Description

A dataset from Kaggle competition Human Resources Analytics. https://www.kaggle.com/ludobenistant/hr-analytics/data

Format

A data table with 14999 rows and 10 variables

Details

The description of the dataset was copied from the breakDown package.

• satisfaction_level Level of satisfaction (0-1)

• last_evaluation Time since last performance evaluation (in Years)

• number_project Number of projects completed while at work

• average_montly_hours Average monthly hours at workplace

• time_spend_company Number of years spent in the company

• Work_accident Whether the employee had a workplace accident

• left Whether the employee left the workplace or not (1 or 0) Factor

• promotion_last_5years Whether the employee was promoted in the last five years

• sales Department in which they work for

• salary Relative level of salary (high)

Source

https://www.kaggle.com/ludobenistant/hr-analytics/data, https://cran.r-project.org/package=breakDown

EIX documentation built on March 23, 2021, 9:06 a.m.