CSV Editor

MIT License

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get_correlation_matrix

Generate a correlation matrix for numeric columns in CSV files to identify relationships between variables using methods like Pearson. Define columns and minimum correlation thresholds for targeted analysis.

Instructions

Calculate correlation matrix for numeric columns.

Input Schema

Name	Required	Default
`columns`	No
`method`	No	pearson
`min_correlation`	No
`session_id`	Yes

Input Schema (JSON Schema)

{
  "properties": {
    "columns": {
      "anyOf": [
        {
          "items": {
            "type": "string"
          },
          "type": "array"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Columns"
    },
    "method": {
      "default": "pearson",
      "title": "Method",
      "type": "string"
    },
    "min_correlation": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "null"
        }
      ],
      "default": null,
      "title": "Min Correlation"
    },
    "session_id": {
      "title": "Session Id",
      "type": "string"
    }
  },
  "required": [
    "session_id"
  ],
  "type": "object"
}

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