Tabular

Column Analysis

Analyze and extract statistical properties of columns in tabular data

520K 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

# statistics array

Statistical measures to compute. Default: mean,median,std,min,max,count

# include_distribution boolean

Whether to include distribution analysis. Default: true

Output

{
  "columns": [
    {
      "name": "age",
      "type": "numeric",
      "statistics": {
        "mean": 35.2,
        "median": 34,
        "std": 12.5,
        "min": 18,
        "max": 65,
        "count": 1000,
        "unique": 48
      },
      "distribution": {
        "bins": [
          18,
          25,
          35,
          45,
          55,
          65
        ],
        "counts": [
          150,
          300,
          250,
          200,
          100
        ]
      }
    }
  ],
  "total_rows": 1000,
  "missing_values": 0.02
}