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  1. Home
  2. CSV & Data Analysis
  3. CSV Pivot Table Generator
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Build Pivot Tables from Raw CSV Data

Pivot tables turn flat CSV data into meaningful summaries by grouping rows and aggregating values. Pick your row and column grouping fields, choose an aggregation (sum, count, average, min, max), and the tool builds an interactive pivot table you can explore, rearrange, and export.

Getting Started

  1. 1Upload your CSV
  2. 2Assign fields to rows, columns, and values
  3. 3Select aggregation functions (sum, average, count, etc.)
  4. 4Optionally filter data before pivoting
  5. 5Explore the pivot table and export as CSV

What You Get

  • Drag-and-drop field assignment
  • Aggregations: sum, count, average, min, max, count distinct
  • Multiple value fields with side-by-side comparison
  • Pre-pivot filtering by any column
  • Row and column subtotals
  • Sortable output table
  • Export pivot result as CSV

The Details

Pivot tables are the workhorse of data summarization. This tool brings the same concept to raw CSV files without requiring Excel. Drag fields into row, column, and value positions. The value field supports multiple aggregation functions — sum, count, average, min, max, and count distinct — and you can apply more than one at a time to compare metrics side by side.

Filtering is built in: narrow the pivot to a date range, a set of categories, or any condition before aggregation runs. The output table is sortable and exportable as a new CSV, ready for charting or reporting.

Perfect For

  • Sales reporting

    Summarize revenue by region and product category to see where sales concentrate.

  • Survey analysis

    Cross-tabulate survey responses by demographic groups to reveal trends.

  • Inventory summaries

    Aggregate stock quantities by warehouse and product type for inventory planning.

  • Time-based aggregation

    Group transaction data by month or quarter to spot seasonal patterns.

  • Ad-hoc exploration

    Quickly rearrange dimensions to answer one-off questions about a dataset.

Examples

  • Revenue by region and quarter

    Set "Region" as rows, "Quarter" as columns, and "Revenue" as the value with SUM aggregation to produce a regional revenue breakdown.

  • Headcount by department and location

    Set "Department" as rows, "Office" as columns, and use COUNT to see staffing distribution.

Frequently Asked Questions

Can I use multiple value fields at once?

Yes. You can aggregate several numeric columns simultaneously — for example, showing both total revenue and average order size in the same pivot.

Is there a row limit for pivoting?

The tool works efficiently with datasets of up to several hundred thousand rows. Extremely large files may slow down in-browser processing.

Can I filter data before creating the pivot?

Yes. Apply filters on any column to narrow the dataset, then build the pivot on the filtered subset.

Privacy First

All processing happens directly in your browser. Your files never leave your device and are never uploaded to any server.