ESI: Employee Satisfaction Index (ESI) Data Set
In hetcorFS: Unsupervised Feature Selection using the Heterogeneous Correlation Matrix
ESI R Documentation
Employee Satisfaction Index (ESI) Data Set
Description
The Employee Satisfaction Index (ESI) data set, from Kaggle (Harris, 2023), is a fictional data set
that measures employee satisfaction
Usage
data(ESI)
Format
A data frame with 500 rows and 10 features.
- emp_id
label.
- age
continuous from 23 to 45.
- Dept
categorical.
- location
binary.
- education
binary.
- recruitment_type
categorical.
- job_level
ordinal from 1 to 5.
- rating
ordinal from 1 to 5.
- onsite
binary.
- awards
number of awards 0-9.
- certifications
binary.
- salary
continuous from 24.1 to 86.8.
- satisfied
binary.
Source
Harris, M. (2023). Employee Satisfaction Index Dataset. Evanston, Illinois: Kaggle. Version 1
hetcorFS documentation built on Nov. 24, 2025, 5:07 p.m.
R Package Documentation
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| ESI | R Documentation |
Employee Satisfaction Index (ESI) Data Set
Description
The Employee Satisfaction Index (ESI) data set, from Kaggle (Harris, 2023), is a fictional data set that measures employee satisfaction
Usage
data(ESI)
Format
A data frame with 500 rows and 10 features.
- emp_id
label.
- age
continuous from 23 to 45.
- Dept
categorical.
- location
binary.
- education
binary.
- recruitment_type
categorical.
- job_level
ordinal from 1 to 5.
- rating
ordinal from 1 to 5.
- onsite
binary.
- awards
number of awards 0-9.
- certifications
binary.
- salary
continuous from 24.1 to 86.8.
- satisfied
binary.
Source
Harris, M. (2023). Employee Satisfaction Index Dataset. Evanston, Illinois: Kaggle. Version 1
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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