Data Analysis
生成数据的频率分布表,支持数值分组、自定义区间、百分比统计等。适用于数据分析、统计报表和数据可视化准备。
用三种语言从你的代码中调用此工具。
curl -X POST 'https://api.elysiatools.com/zh/api/tools/frequency-distribution-generator' \
-H 'Content-Type: application/json' \
-d '{"dataInput":"输入CSV数据(第一行应包含标题)...","delimiter":",","groupByColumn":"输入分组列名(留空则处理所有数据)","binType":"auto","binCount":10,"binWidth":10,"customBins":"输入自定义范围(每行一个,例如:\"0-10\", \"10-20\", \"20-30\")","outputFormat":"table","includePercentage":true,"includeCumulative":false,"sortBy":"frequency","sortDirection":"desc","trimValues":true,"handleEmpty":true}'以 JSON 形式 POST 提交输入参数。文件类型参数需先单独上传。
POST https://api.elysiatools.com/zh/api/tools/frequency-distribution-generator| 参数名 | 类型 | 必填 | 说明 |
|---|---|---|---|
| dataInput | textarea | 是 | — |
| delimiter | select | 是 | — |
| groupByColumn | text | 否 | — |
| binType | select | 是 | — |
| binCount | number | 否 | — |
| binWidth | number |
将此工具加入你的 Model Context Protocol 服务,让 AI 智能体可以列出并调用它。
将以下内容加入你的 MCP 客户端配置:
{
"mcpServers": {
"elysiatools-frequency-distribution-generator": {
"name": "frequency-distribution-generator",
"description": "生成数据的频率分布表,支持数值分组、自定义区间、百分比统计等。适用于数据分析、统计报表和数据可视化准备。",
"baseUrl": "https://api.elysiatools.com/mcp/sse?toolId=frequency-distribution-generator",
"command": "",
"args": [],
"env": {},
"isActive": true,
"type": "sse"
}
}
}连接到 SSE 端点后,列出已开放的工具:
{
"jsonrpc": "2.0",
"id": 1,
"method": "tools/list"
}通过工具 id 调用,参数由其参数表构建:
{
"jsonrpc": "2.0",
"id": 2,
"method": "tools/call",
"params": {
"name": "frequency-distribution-generator",
"arguments": {
"dataInput": "输入CSV数据(第一行应包含标题)...",
"delimiter": ",",
"groupByColumn": "输入分组列名(留空则处理所有数据)",
"binType": "auto",
"binCount": 10,
"binWidth": 10,
"customBins": "输入自定义范围(每行一个,例如:\"0-10\", \"10-20\", \"20-30\")",
"outputFormat": "table",
"includePercentage": true,
"includeCumulative": false,
"sortBy": "frequency",
"sortDirection": "desc",
"trimValues": true,
"handleEmpty": true
}
}
}有问题或反馈?请联系 [email protected]
| 否 |
| — |
| customBins | textarea | 否 | 格式:"最小值-最大值" 或 "值" 用于单个值区间 |
| outputFormat | select | 是 | — |
| includePercentage | checkbox | 否 | 显示每个类别占总数的百分比 |
| includeCumulative | checkbox | 否 | 显示累积频率分布 |
| sortBy | select | 是 | — |
| sortDirection | select | 是 | — |
| trimValues | checkbox | 否 | 移除单元格值开头和结尾的空白字符 |
| handleEmpty | checkbox | 否 | 在频率计数中包含空单元格 |
文本结果
{
"result": "Processed text content",
"error": "Error message (optional)",
"message": "Notification message (optional)",
"metadata": {
"key": "value"
}
}