HR Analytics Dataset Generator

Fast path to a dashboard-ready CSV

Start with 100 rows, generate in the browser, then download a BI-ready CSV or JSON file. HR Analytics keeps protected realism rules, stable field order, and clear row grain so beginners can move quickly while advanced users still get coherent dashboard data.

Trust and realism proof

MockRows describes the row grain, repeated IDs, lifecycle blanks, and metric formulas so dashboard users know how to analyze the file without double-counting or trusting random-looking data.

What the HR Analytics dataset contains

Employee snapshot records with departments, reporting lines, stable work-location coordinates, lifecycle, compensation, tenure, performance, engagement, workload, and attrition fields.

Dashboard questions you can practice

Practice headcount, department mix, manager span, workforce map views, compensation, tenure, engagement, promotion, employment type, and attrition analysis.

Data grain and quality rules

Unique employee_id values define the snapshot grain. Status, termination, reporting-line, salary-band, tenure, attrition, and location-coordinate rules remain coherent.

Frequently asked questions

What does one row represent in the HR Analytics dataset?

One row represents one synthetic employee record at the generation anchor date. The dataset is a workforce snapshot, not a monthly history table.

Does the HR dataset contain real employee information?

No. Names, emails, manager relationships, salaries, and lifecycle fields are synthetic and intended for dashboard practice, demos, and testing.