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HR Analytics Dashboard – Exploratory Data Analysis (EDA)

Executive Summary

An exploratory HR dashboard built in Excel to analyze employee demographics, performance, and compensation patterns. The dashboard addresses key HR questions related to workforce structure and performance-based pay.


Business Questions

  1. How is the workforce distributed by age?

Identifies workforce maturity and succession risk

  1. Do we reward performance fairly across salary bands?

Reveals whether pay-for-performance is functioning


Dashboard Features

  • KPI Cards — Avg Salary, Avg Age, Avg Tenure, % Top Performers
  • PivotTables & PivotCharts — Performance ratings by salary band and department
  • Age Group Segmentation — Headcount distribution across generational cohorts
  • Gender Pay Comparison — Salary breakdowns by performance tier and gender
  • Interactive Slicers — Filter by department, gender, region, and manager status

Results & Findings:

  • Pay for performance exists but may be inconsistently applied across genders.
  • Top male performers earn significantly higher salaries than bottom male performers. This trend that is less pronounced among female employees
  • The age distribution leans towards a mature workforce, highlighting a potential need for retirement planning, succession management and generational talent strategies.
  • There is a measurable gender pay gap of approximately 10.7%, with female employees earning less on average than their male counterparts. This warrants a deeper root-cause analysis.


Male Performer Salary Tiers

Mensmall

VS


Female Performer Salary Tiers

Womansmall

Recommendations:

  • Conduct a department-level pay gap analysis to identify whether discrepancies are localized or systemic.
  • Review performance-based bonus and salary increase structures for gender parity.
  • Use these insights to inform promotion, recognition, and retention strategies.

Next Steps

  • Add time-series data to track trends in compensation, hiring, and attrition over time.
  • Integrate a deeper pay gap analysis using regression or statistical testing.
  • Incorporate attrition data to understand how performance and pay impact employee turnover.

Dataset:

HR Performance Dashboard

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