Analyze Headcount, Hiring, Turnover, and Workforce Data

Keep the people analytics page as the broad HR hub. Focus on verified headcount, hires, exits, turnover, tenure, department, role, and location reporting while removing unsupported pay-equity, performance-classification, demographic, and predictive claims.

Upload a structured spreadsheet or platform export to create a focused analytics view with verified metrics, comparisons, and charts. Start with the broad analysis below, then move into a dedicated workflow when you need deeper calculations.

Supports structured CSV and Excel files. Display only file limits, privacy wording, and export options confirmed in the live product.

Drop your CSV or Excel file here to generate instant insightsDrag and drop your file here, or click to browse
Demo

See workforce exports become a clear analytics view

Use the fixed preview below to switch between the source spreadsheet and a dashboard sample. Open the full demo in a new tab for every KPI and chart.

People Analytics Tool

Interactive preview from the sample workforce movement dataset

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Total Records

48

rows in sample

Total Ending Headcount

3,731

sum of Ending Headcount

Total Starting Headcount

3,699

sum of Starting Headcount

Ending Headcount Frequency Histogram

Bin width 2 · 48 observations

Full dashboard with all KPI details and 6 charts is on the demo page.

Open full demo

What the live demo includes

  • Source rows with headcount, hires, exits, department, and location fields
  • Auto-detected KPI cards for ending headcount, movement, and turnover signals
  • Headcount trend and department or location comparison charts
  • Workforce composition views for remote, onsite, and employment-type splits
  • Supporting tables that keep hire, exit, and transfer logic visible
  • Switch between Spreadsheet and Dashboard tabs in the live preview
  • Open the full demo in a new tab for all generated charts

The sample aggregates 300 ending headcount in Sep 2025 across 4 departments and 3 locations over 12 months of movement data.

Sample results: 241 hires, 209 exits, and 6.9% turnover in the latest month. Aggregation level stays visible beside every headline metric.

Why This Workflow Is Useful

The Decision It Supports

Organize workforce workflows around headcount, turnover, recruiting, attendance, compensation, and surveys with privacy-safe examples.

Why the Result Can Be Trusted

Useful analytics starts with a decision, defines the metric, verifies the source, and shows the records that explain the result.

Example Dataset

The hub explains required employee fields and keeps public examples aggregated and synthetic. This sample reports 300 ending headcount and 241 hires across 12 months.

Why VizMint is different from a generic template

  • Begin with the structured file the user already has.
  • Explain required fields before upload and show detected mapping after upload.
  • Display formulas, reporting scope, exclusions, and missing-field behaviour beside the result.
  • Use one synthetic file across the download, preview, expected results, screenshot, and demo.
  • Connect headline metrics to the records or grouped table that explain them.
  • State plan, export, privacy, integration, and automation details only when they are available in the current product.

The workflow is designed around a visible and reproducible path from file to conclusion.

What You Can Analyze

Headcount

Beginning, ending, and average headcount across departments, roles, and locations.

Hires and Exits

New hires, exits, net headcount change, and movement by period.

Employee Turnover

Turnover and retention using consistent headcount and exit definitions.

Recruitment Funnel

Applicants, stage distribution, sources, offers, hires, and conversion when applicant data is available.

Workforce Composition

Department, role, location, tenure, and employment-type distributions without unsupported demographic or predictive claims.

Questions This Analytics Hub Can Help Answer

  • How is headcount changing?
  • Where are hires and exits occurring?
  • Which departments have the highest turnover?
  • How is workforce composition distributed?
  • See How the Source File Becomes a VizMint Output

    Follow the same dataset from source rows to the generated dashboard preview. The spreadsheet table, KPI cards, and charts all come from one JSON sample, so every visible result can be checked against the source.

    Before: Structured Source Data

    5 of 48 rows

    The source preview highlights the exact columns and representative rows used by the workflow.

    DateQuarterDepartmentLocationEnding Headcount
    2025-07-01Q3 2025SalesDhaka78
    2025-07-01Q3 2025ProductRemote63
    2025-07-01Q3 2025OperationsChattogram71
    2025-07-01Q3 2025Customer SuccessDhaka86
    2025-08-01Q3 2025SalesDhaka81

    After: Generated VizMint Output

    The finished output includes the KPI cards, charts, tables, and report views described below.

    Ending Headcount300Sep 2025 · 4 departments
    Hires & Exits241 / 209+32 net over 12 months
    Latest Turnover6.9%21 exits in Sep 2025

    Ending Headcount vs Starting Headcount

    Grouped by Date

    Data to Include in Your File

    Use one clear header row and one consistent record per row. The exact required fields depend on the selected analysis. VizMint should detect available fields, show what can be calculated, and hide metrics that require missing data.

    Data to include in your file

    Employee ID

    Requirement
    Core
    Example
    ID-10042
    Purpose
    Identifies and groups records accurately

    Hire date

    Requirement
    Core
    Example
    2026-06-01
    Purpose
    Creates trends and period comparisons

    Termination date

    Requirement
    Core
    Example
    2026-06-01
    Purpose
    Creates trends and period comparisons

    Status

    Requirement
    Core
    Example
    Active
    Purpose
    Enables workflow, funnel, and status analysis

    Department

    Requirement
    Core
    Example
    Sales
    Purpose
    Adds a useful breakdown or comparison

    Role

    Requirement
    Recommended
    Example
    Account Executive
    Purpose
    Adds a useful breakdown or comparison

    Location

    Requirement
    Recommended
    Example
    North
    Purpose
    Adds a useful breakdown or comparison

    Employment type

    Requirement
    Recommended
    Example
    Full time
    Purpose
    Enables workflow, funnel, and status analysis

    Manager

    Requirement
    Recommended
    Example
    Jordan Lee
    Purpose
    Adds context and improves analysis

    Applicant ID

    Requirement
    Recommended
    Example
    APP-10042
    Purpose
    Identifies and groups records accurately

    Recruitment stage

    Requirement
    Recommended
    Example
    Qualified
    Purpose
    Enables workflow, funnel, and status analysis

    Source

    Requirement
    Recommended
    Example
    Referral
    Purpose
    Adds context and improves analysis

    How the Workflow Works

    STEP 1

    Upload a File

    Upload a CSV, Excel file, or supported export containing the records you want to analyze.

    STEP 2

    Select the Correct Sheet

    Choose the worksheet that contains the main structured table.

    STEP 3

    Confirm Field Mapping

    Review identifiers, dates, numeric values, categories, statuses, and target fields.

    STEP 4

    Review the Preview

    Check record counts, missing values, duplicates, date coverage, and any excluded rows.

    STEP 5

    Generate the Analysis

    Create the supported KPI cards, charts, and comparison tables.

    STEP 6

    Open a Focused Workflow

    Move to a dedicated workflow when you need deeper calculations, a specialized sample, or a purpose-built output.

    Common Data Problems and How to Fix Them

    Common data problems and how to fix them

    Duplicate employee IDs

    Recommended Fix
    Use a stable identifier, review repeated rows, and remove or reconcile duplicates before calculation.

    Internal transfers counted as exits

    Recommended Fix
    Document the rule, standardize the source data, and validate the corrected result before generation.

    Contractors mixed with employees

    Recommended Fix
    Document the rule, standardize the source data, and validate the corrected result before generation.

    Small identifiable groups

    Recommended Fix
    Document the rule, standardize the source data, and validate the corrected result before generation.

    Sensitive fields included unnecessarily

    Recommended Fix
    Document the rule, standardize the source data, and validate the corrected result before generation.

    Who This Page Is For

    • HR leaders
    • People analytics teams
    • Business owners
    • Operations leaders
    • Recruitment teams

    Common Use Cases

    • Monthly headcount reporting
    • Turnover review
    • Workforce composition
    • Hiring and exit trends
    • Management reporting

    Important Limitations

    • Do not calculate metrics when their required identifiers, dates, denominators, costs, targets, or statuses are missing.
    • Keep different currencies, units, or time periods separate unless a verified normalization method is available.
    • Do not claim prediction, automation, direct integration, compliance, or operational management unless the production product provides it.
    • Show the calculation definition and reporting scope beside every rate or percentage.

    Frequently Asked Questions

    Choose the Right Approach

    Excel alone is enough when

    • The dataset is small and the report is genuinely one-off.
    • One spreadsheet owner can safely maintain formulas, pivots, and ranges.
    • The audience does not need a repeatable upload-to-output workflow.

    A traditional BI tool is a better fit when

    • The organization needs governed models, live connectors, row-level security, and enterprise distribution.
    • A data team can maintain transformations and a semantic layer.

    VizMint is a strong fit when

    • The starting point is a structured CSV or Excel file.
    • The user needs a guided workflow without manually building every formula and chart.
    • Clear field requirements, transparent calculations, reproducible samples, and shareable outputs matter.

    VizMint analyzes exports; it does not replace the accounting, CRM, help-desk, HR, warehouse, advertising, or project-management system that produced them.

    Turn Your Spreadsheet Into a Clear People Analytics View

    Upload a structured file to review the available metrics, comparisons, and charts, then open the focused workflow that matches your reporting goal.