Frequency Distribution Generator

Generate frequency distribution tables for data with support for numeric grouping, custom ranges, percentage statistics, and more. Perfect for data analysis, statistical reports, and data visualization preparation.

Data Input *

CSV Delimiter *

Group By Column

Bin Type *

Number of Bins

Bin Width

Custom Bin Ranges

Format: "min-max" or "value" for single value bins

Output Format *

Include Percentages

Show percentage of total for each category

Include Cumulative Totals

Show cumulative frequency distribution

Sort By *

Sort Direction *

Trim Cell Values

Remove whitespace from beginning and end of cell values

Include Empty Values

Include empty cells in frequency count

API Documentation

Request Endpoint

POST /en/api/tools/frequency-distribution-generator

Request Parameters

Parameter Name	Type	Required	Description
dataInput	textarea	Yes	-
delimiter	select	Yes	-
groupByColumn	text	No	-
binType	select	Yes	-
binCount	number	No	-
binWidth	number	No	-
customBins	textarea	No	Format: "min-max" or "value" for single value bins
outputFormat	select	Yes	-
includePercentage	checkbox	No	Show percentage of total for each category
includeCumulative	checkbox	No	Show cumulative frequency distribution
sortBy	select	Yes	-
sortDirection	select	Yes	-
trimValues	checkbox	No	Remove whitespace from beginning and end of cell values
handleEmpty	checkbox	No	Include empty cells in frequency count

Response Format

{
  "result": "Processed text content",
  "error": "Error message (optional)",
  "message": "Notification message (optional)",
  "metadata": {
    "key": "value"
  }
}

Text: Text

AI MCP Documentation

Add this tool to your MCP server configuration:

{
  "mcpServers": {
    "elysiatools-frequency-distribution-generator": {
      "name": "frequency-distribution-generator",
      "description": "Generate frequency distribution tables for data with support for numeric grouping, custom ranges, percentage statistics, and more. Perfect for data analysis, statistical reports, and data visualization preparation.",
      "baseUrl": "https://elysiatools.com/mcp/sse?toolId=frequency-distribution-generator",
      "command": "",
      "args": [],
      "env": {},
      "isActive": true,
      "type": "sse"
    }
  }
}

You can chain multiple tools, e.g.: `https://elysiatools.com/mcp/sse?toolId=png-to-webp,jpg-to-webp,gif-to-webp`, max 20 tools.

If you encounter any issues, please contact us at [email protected]