Tabular

Tabular Correlation Analysis

Analyze relationships between columns in tabular data

480K runs

Note: This playground provides simulated output to showcase functionality. No input data is processed or stored on our servers. Use this demo to explore the feature extractor's capabilities before integrating it into your application.

Input

Text Input string

Enter the text you want to process

# method string

Correlation method to use. Default: pearson

# threshold number

Minimum correlation threshold to report. Default: 0.3

Output

{
  "correlations": [
    {
      "column1": "age",
      "column2": "income",
      "correlation": 0.45,
      "p_value": 0.001
    },
    {
      "column1": "education",
      "column2": "income",
      "correlation": 0.62,
      "p_value": 0.0001
    }
  ],
  "correlation_matrix": [
    [
      1,
      0.45,
      0.12
    ],
    [
      0.45,
      1,
      0.62
    ],
    [
      0.12,
      0.62,
      1
    ]
  ],
  "method": "pearson"
}

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