A dataset containing the gender and other attributes of almost 20000 cases.
A data frame with 19158 rows and 14 variables. The variables are as follows:
unique ID for candidate
developement index of the city (scaled).
gender of candidate.
relevant experience of candidate
type of University course enrolled if any.
education level of candidate.
education major discipline of candidate.
candidate total experience in years.
number of employees in current employer's company.
type of current employer.
difference in years between previous job and current job.
training hours completed.
if looking for a job change (boolean), Yes, No.
"HR Analytics: Job Change of Data Scientists" in Kaggle <https://www.kaggle.com/arashnic/hr-analytics-job-change-of-data-scientists>, License : CC0(Public Domain
This dataset designed to understand the factors that lead a person to leave current job for HR researches too.