Data
EMPLOYEE

EMPLOYEE

active ARFF Publicly available Visibility: public Uploaded 19-12-2024 by Hells Rid
0 likes downloaded by 0 people , 0 total downloads 0 issues 0 downvotes
Issue #Downvotes for this reason By


Loading wiki
Help us complete this description Edit
The Employee Information dataset is designed to provide a comprehensive overview of the workforce within an organization. It aims to support human resource management, strategic planning, and analytical tasks related to employee performance, retention, and development.

16 features

Employee_IDnumeric100000 unique values
0 missing
Agenumeric40 unique values
0 missing
Salarynumeric60197 unique values
499 missing
Genderstring2 unique values
0 missing
Departmentstring5 unique values
0 missing
Experiencenumeric42 unique values
0 missing
Educationstring4 unique values
0 missing
Performance_Scorenumeric15 unique values
499 missing
Working_Hoursnumeric30 unique values
500 missing
Citystring25 unique values
0 missing
Countrystring5 unique values
0 missing
Years_in_Companynumeric38 unique values
0 missing
Previous_Companystring70 unique values
0 missing
Annual_Bonusnumeric18899 unique values
0 missing
Join_Datestring4749 unique values
0 missing
Namestring71342 unique values
0 missing
Show all 16 features

19 properties

NumberOfInstances
100000
Number of instances (rows) of the dataset.
NumberOfFeatures
16
Number of attributes (columns) of the dataset.
NumberOfClasses
Number of distinct values of the target attribute (if it is nominal).
NumberOfMissingValues
1498
Number of missing values in the dataset.
NumberOfInstancesWithMissingValues
500
Number of instances with at least one value missing.
NumberOfNumericFeatures
8
Number of numeric attributes.
NumberOfSymbolicFeatures
0
Number of nominal attributes.
PercentageOfBinaryFeatures
0
Percentage of binary attributes.
PercentageOfInstancesWithMissingValues
0.5
Percentage of instances having missing values.
AutoCorrelation
Average class difference between consecutive instances.
PercentageOfMissingValues
0.09
Percentage of missing values.
Dimensionality
0
Number of attributes divided by the number of instances.
PercentageOfNumericFeatures
50
Percentage of numeric attributes.
MajorityClassPercentage
Percentage of instances belonging to the most frequent class.
PercentageOfSymbolicFeatures
0
Percentage of nominal attributes.
MajorityClassSize
Number of instances belonging to the most frequent class.
MinorityClassPercentage
Percentage of instances belonging to the least frequent class.
MinorityClassSize
Number of instances belonging to the least frequent class.
NumberOfBinaryFeatures
0
Number of binary attributes.
Show all 19 properties

0 tasks

Define a new task