Name: HR Metrics And Analytics Repository
Creator: Kaggle
License: https://www.apache.org/licenses/

About this Dataset

HR Metrics And Analytics Repository

This dataset can be a very effective tool for :

feature engineering
feature selection
data cleaning

This is a Real World Dataset and can be used for an in depth case study and developing the art of data mining.
Some applications :

case study on the latest attrition trends .
finding the relationship between gender and attrition trends of current times .
forecasting the risk of attrition depending on the job role .
predicting the trendy education fields based on current attrition level .
predicting the safest job roles for future .

Tables

Hr Data Xlsx Hr Data

@kaggle.nezukokamaado_hr_metrics_and_analytics_repository.hr_data_xlsx_hr_data

86.98 kB
1,470 rows
41 columns

CREATE TABLE hr_data_xlsx_hr_data (
  "attrition" VARCHAR,
  "business_travel" VARCHAR,
  "cf_age_band" VARCHAR,
  "cf_attrition_label" VARCHAR,
  "department" VARCHAR,
  "education_field" VARCHAR,
  "emp_no" VARCHAR,
  "employee_number" BIGINT,
  "gender" VARCHAR,
  "job_role" VARCHAR,
  "marital_status" VARCHAR,
  "over_time" VARCHAR,
  "over18" VARCHAR,
  "training_times_last_year" BIGINT,
  "n__2" BIGINT  -- -2,
  "n_0" BIGINT  -- 0,
  "age" BIGINT,
  "cf_current_employee" BIGINT,
  "daily_rate" BIGINT,
  "distance_from_home" BIGINT,
  "education" VARCHAR,
  "employee_count" BIGINT,
  "environment_satisfaction" BIGINT,
  "hourly_rate" BIGINT,
  "job_involvement" BIGINT,
  "job_level" BIGINT,
  "job_satisfaction" BIGINT,
  "monthly_income" BIGINT,
  "monthly_rate" BIGINT,
  "num_companies_worked" BIGINT,
  "percent_salary_hike" BIGINT,
  "performance_rating" BIGINT,
  "relationship_satisfaction" BIGINT,
  "standard_hours" BIGINT,
  "stock_option_level" BIGINT,
  "total_working_years" BIGINT,
  "work_life_balance" BIGINT,
  "years_at_company" BIGINT,
  "years_in_current_role" BIGINT,
  "years_since_last_promotion" BIGINT,
  "years_with_curr_manager" BIGINT
);