--- title: "Pivot Table Generator - Free Online Tool | CanDoYa" description: "Create pivot tables from CSV data instantly. Summarize rows and columns, aggregate values by sum, count, average, min or max, and export as CSV or Markdown - all in your browser." url: https://candoya.com/tools/pivot-table/ locale: en type: browser-tool --- # Free Pivot Table Generator Category: Developer ## What is a pivot table? A pivot table transforms raw tabular data into a cross-tabulated summary by grouping rows into categories, spreading column values across the top, and aggregating numeric values at each intersection. Paste CSV, select row and column fields, choose an aggregation (sum, count, average, min, max), and instantly see the pivoted result with optional totals. Pivot tables are the fastest way to summarize data without writing formulas or using a spreadsheet application. This tool parses CSV text, groups rows by your chosen field, spreads another field across columns, and aggregates numeric values using your selected function. The result is a clean matrix showing totals at a glance. The tool handles missing values gracefully: empty cells are skipped in sum and average calculations, counted as zero in count mode, and treated as null in min and max. Non-numeric values in sum or average mode are silently skipped. Row and column totals are optional and computed using the same aggregation function as the data cells. ## How to use it 1. **Paste your data** - Paste CSV text with headers in the first row, or load the example to see how it works. 2. **Select fields** - Choose which field to group rows by, which field to spread across columns, and which numeric field to aggregate. 3. **Pick an aggregation** - Select sum, count, average, minimum or maximum. Optionally include row and column totals. 4. **Export the result** - Copy the pivot table as CSV or Markdown, or paste it into a spreadsheet or document. ## Who it's for - **Sales analysts** summarizing revenue by region and product to spot top performers and underperformers. - **Survey researchers** cross-tabulating responses (e.g., question by demographic) to find patterns. - **Operations teams** aggregating counts or metrics by category to monitor KPIs and trends. - **Data explorers** quickly pivoting datasets to test hypotheses before moving to a full database or spreadsheet. ## Expert note When deciding between sum and count: use sum to total a numeric column (revenue, quantity), use count to tally occurrences (number of orders, records per category). For datasets with missing or non-numeric values, count is often more robust because it ignores blanks and text, while sum and average silently skip non-numeric cells - if all values in a cell are non-numeric, the result is empty (N/A). ## Frequently asked questions ### Is my data uploaded? No. Parsing, pivoting, and export all run in your browser. Your CSV data never leaves your device, so sensitive business data stays private and secure. ### Is this pivot table tool free? Yes. You can paste data, configure the pivot, include totals, and export as CSV or Markdown without payment or an account. ### What happens to missing or non-numeric values? Empty cells are skipped in sum, average, min and max calculations. Non-numeric text is also skipped in those modes. In count mode, every row is counted regardless of the value. If all values in a cell are non-numeric or missing, the result is empty. ### Can I pivot by multiple row fields? Currently, the tool pivots by a single row field. To pivot by multiple fields, you can create a helper column in your CSV that concatenates the fields (e.g., Region + Product), then pivot by that column. ### What aggregation should I use? Use sum to total a numeric column (revenue, quantity). Use count to tally rows or occurrences. Use average for mean values. Use min and max to find extremes. Count is the most robust for messy data because it ignores blanks and text. ### Can I export the pivot table? Yes. Copy the table as CSV (for spreadsheets) or Markdown (for documents and wikis). The export includes row and column totals if you enabled them. ### How large a CSV can I pivot? The tool handles typical datasets (thousands of rows) instantly in your browser. Very large files (millions of rows) may slow down your device; for those, use a database or spreadsheet application. ### What if my CSV has commas or line breaks inside cells? The tool uses the standard CSV parser which respects quoted cells. Cells wrapped in double quotes can contain delimiters and line breaks. Two double quotes inside a quoted cell become one literal quote. ## Related tools - [CSV Viewer](https://candoya.com/tools/csv-viewer/) - [CSV to Chart](https://candoya.com/tools/csv-to-chart/) - [SQL Playground](https://candoya.com/tools/sql-playground/) - [CSV to JSON Converter](https://candoya.com/tools/csv-to-json/) - [JSON to CSV Converter](https://candoya.com/tools/json-to-csv/) --- *Markdown edition of , published for AI agents and other automated readers. Index of key pages: .*