Column
Dataset
| attrition |
age |
business_travel |
daily_rate |
department |
distance_from_home |
education |
education_field |
employee_count |
employee_number |
environment_satisfaction |
gender |
hourly_rate |
job_involvement |
job_level |
job_role |
job_satisfaction |
marital_status |
monthly_income |
monthly_rate |
num_companies_worked |
over_18 |
over_time |
percent_salary_hike |
performance_rating |
relationship_satisfaction |
standard_hours |
stock_option_level |
total_working_years |
training_times_last_year |
work_life_balance |
years_at_company |
years_in_current_role |
years_since_last_promotion |
years_with_curr_manager |
| Yes |
41 |
Travel Rarely |
1102 |
Sales |
1 |
2 |
Life Sciences |
1 |
1 |
2 |
Female |
94 |
3 |
2 |
Sales Executive |
4 |
Single |
5993 |
19479 |
8 |
Y |
Yes |
11 |
3 |
1 |
80 |
0 |
8 |
0 |
1 |
6 |
4 |
0 |
5 |
| No |
49 |
Travel Frequently |
279 |
Research Development |
8 |
1 |
Life Sciences |
1 |
2 |
3 |
Male |
61 |
2 |
2 |
Research Scientist |
2 |
Married |
5130 |
24907 |
1 |
Y |
No |
23 |
4 |
4 |
80 |
1 |
10 |
3 |
3 |
10 |
7 |
1 |
7 |
| Yes |
37 |
Travel Rarely |
1373 |
Research Development |
2 |
2 |
Other |
1 |
4 |
4 |
Male |
92 |
2 |
1 |
Laboratory Technician |
3 |
Single |
2090 |
2396 |
6 |
Y |
Yes |
15 |
3 |
2 |
80 |
0 |
7 |
3 |
3 |
0 |
0 |
0 |
0 |
| No |
33 |
Travel Frequently |
1392 |
Research Development |
3 |
4 |
Life Sciences |
1 |
5 |
4 |
Female |
56 |
3 |
1 |
Research Scientist |
3 |
Married |
2909 |
23159 |
1 |
Y |
Yes |
11 |
3 |
3 |
80 |
0 |
8 |
3 |
3 |
8 |
7 |
3 |
0 |
| No |
27 |
Travel Rarely |
591 |
Research Development |
2 |
1 |
Medical |
1 |
7 |
1 |
Male |
40 |
3 |
1 |
Laboratory Technician |
2 |
Married |
3468 |
16632 |
9 |
Y |
No |
12 |
3 |
4 |
80 |
1 |
6 |
3 |
3 |
2 |
2 |
2 |
2 |