EmployeeAtt: EmployeeAtt
In bcBusinessStats/data1135: Data for Business Statistics OPER1135

simulated data on employee attrition created by IBM

1	EmployeeAtt

A data frame with 1470 rows and 35 variables:

Age: double, employee age
Attrition: character, Yes if left company, No otherwise
BusinessTravel: character, frequency of business travel
DailyRate: double, unsure what this field is
Department: character, employee's work department
DistanceFromHome: double, commute distance in miles
Education: double, level of education: lower numbers are less
EducationField: character, field of study during education
EmployeeCount: double, this field is always 1
EmployeeNumber: double, employee ID
EnvironmentSatisfaction: double, lower numbers indicate lower satisfaction
Gender: character, gender
HourlyRate: double, unsure what this field is
JobInvolvement: double, lower numbers indicate less involvement
JobLevel: double, lower numbers indicate lower level
JobRole: character, job role
JobSatisfaction: double, lower numbers indicate lower satisfaction
MaritalStatus: character, marital status
MonthlyIncome: double, monthy income
MonthlyRate: double, unsure what this field is
NumCompaniesWorked: double, number of companies have worked for previously
Over18: character, Y if over 18
OverTime: character, not sure what ths field is
PercentSalaryHike: double
PerformanceRating: double, higher numbers indicate higher rating
RelationshipSatisfaction: double, higher numbers indicate higher satisfaction
StandardHours: double COLUMN_DESCRIPTION
StockOptionLevel: double COLUMN_DESCRIPTION
TotalWorkingYears: double COLUMN_DESCRIPTION
TrainingTimesLastYear: double COLUMN_DESCRIPTION
WorkLifeBalance: double COLUMN_DESCRIPTION
YearsAtCompany: double COLUMN_DESCRIPTION
YearsInCurrentRole: double COLUMN_DESCRIPTION
YearsSinceLastPromotion: double COLUMN_DESCRIPTION
YearsWithCurrManager: double COLUMN_DESCRIPTION