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IBM Attrition Data Analysis
This dataset was found here. You can a CSV copy in the downloads section. This data set was an augmented version created by real IBM data scientists, but isn't exactly 100% real data. It's probably the most commonly used data set for People Analytics. This data set has 1470 rows where each row is an employee. There are 35 different columns that describe that employee. The most important column is the "Attrition" column which describes whether that employee left or stayed at the company. It's unclear if "Attrition" includes both voluntary quitting & layoffs, or just one. I think it's easier to assume it's voluntary departures, but you're free to interpret the data however you'd like. The other columns include demographics data such as age, education, and marital status. Then there is more job related data such how much they earn a month, how long they've been in their current position, when the last time they were promoted, etc
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