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Data Visualization

CSV Histogram, Scatter and Box Plot Chart Studio

Upload or paste a CSV and chart it instantly: histograms with Sturges / Freedman-Diaconis / Scott binning, scatter plots with Pearson r and a least-squares fit, and Tukey box plots — every chart downloadable as PNG and SVG.

html· HTML resultOpen tool

Quick start

Call this tool from your code in three languages.

cURL
# 1) Request a presigned URL → returns { uploadUrl, storageKey }
curl -X POST 'https://api.elysiatools.com/api/upload/presign/csv-histogram-scatter-box-plot-chart-studio' \
  -H 'Content-Type: application/json' \
  -d '{"filename":"csvFile.ext","contentType":"application/octet-stream","size":12345}'

# 2) PUT the file bytes directly to the presigned uploadUrl
curl -X PUT '<presigned uploadUrl>' \
  --data-binary @/path/to/file.ext

# 3) Call the tool, passing the returned storageKey for each file field
curl -X POST 'https://api.elysiatools.com/en/api/tools/csv-histogram-scatter-box-plot-chart-studio' \
  -F 'csvFile=uploads/2026/01/01/your-tool-1700000000000-abc123.ext' \
  -F 'csvData=hours,score,age
1.2,52,15
2.0,58,15
2.5,61,15
3.0,55,16
3.5,66,16
4.0,70,15
4.5,68,16
5.0,74,16
5.5,79,17
6.0,76,16
6.5,83,17
7.0,86,17
7.5,90,17
8.0,88,17' \
  -F 'chartType=overview' \
  -F 'numericColumns=' \
  -F 'binRule=auto' \
  -F 'binCount=10' \
  -F 'scatterX=' \
  -F 'scatterY=' \
  -F 'showNormalCurve=true' \
  -F 'showOutliers=true' \
  -F 'colorScheme=default'

© 2026 Elysia Tools. Developer documentation.

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API reference

Send a POST request with your inputs as JSON. File parameters require a separate upload first.

Endpoint

HTTP
POST https://api.elysiatools.com/en/api/tools/csv-histogram-scatter-box-plot-chart-studio

Parameters

NameTypeRequiredDescription
csvFilefileupload requiredNo—
csvDatatextareaNo—
chartTypeselectNo—
numericColumnstextNo—
binRuleselectNo—
binCountnumberNo—
scatterXtextNo—
scatterYtextNo—
showNormalCurvecheckboxNo—
showOutlierscheckboxNo—
colorSchemeselectNo—
File-type parameters must be uploaded first via POST /upload/csv-histogram-scatter-box-plot-chart-studio, then the returned filePath is passed to the corresponding file field.

Response format

HTML result

JSON
{
  "result": "<div>Processed HTML content</div>",
  "error": "Error message (optional)",
  "message": "Notification message (optional)",
  "metadata": {
    "key": "value"
  }
}

MCP integration

Add this tool to your Model Context Protocol server so AI agents can list and call it.

Server configuration

Add this block to your MCP client configuration:

mcp.json
{
  "mcpServers": {
    "elysiatools-csv-histogram-scatter-box-plot-chart-studio": {
      "name": "csv-histogram-scatter-box-plot-chart-studio",
      "description": "Upload or paste a CSV and chart it instantly: histograms with Sturges / Freedman-Diaconis / Scott binning, scatter plots with Pearson r and a least-squares fit, and Tukey box plots — every chart downloadable as PNG and SVG.",
      "baseUrl": "https://api.elysiatools.com/mcp/sse?toolId=csv-histogram-scatter-box-plot-chart-studio",
      "command": "",
      "args": [],
      "env": {},
      "isActive": true,
      "type": "sse"
    }
  }
}

List available tools

After connecting to the SSE endpoint, list the exposed tools:

tools/list
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/list"
}

Call this tool

Invoke the tool by its id, passing arguments built from its parameters:

tools/call
{
  "jsonrpc": "2.0",
  "id": 2,
  "method": "tools/call",
  "params": {
    "name": "csv-histogram-scatter-box-plot-chart-studio",
    "arguments": {
  "csvFile": "https://example.com/file.ext",
  "csvData": "hours,score,age\n1.2,52,15\n2.0,58,15\n2.5,61,15\n3.0,55,16\n3.5,66,16\n4.0,70,15\n4.5,68,16\n5.0,74,16\n5.5,79,17\n6.0,76,16\n6.5,83,17\n7.0,86,17\n7.5,90,17\n8.0,88,17",
  "chartType": "overview",
  "numericColumns": "",
  "binRule": "auto",
  "binCount": 10,
  "scatterX": "",
  "scatterY": "",
  "showNormalCurve": true,
  "showOutliers": true,
  "colorScheme": "default"
}
  }
}
Chain multiple tools in one session with a comma-separated toolId list, e.g. /mcp/sse?toolId=png-to-webp,jpg-to-webp,gif-to-webp (max 20).
File parameters accept a public file URL only (https://…). Local paths, data: URIs, and Base64 strings are not supported.

Questions or issues? Contact [email protected]

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