Tabular

Pattern Detection

Identify patterns and relationships in tabular data

450K 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

# pattern_types array

Types of patterns to detect. Default: associations,sequences,clusters

# min_support number

Minimum support threshold for pattern detection. Default: 0.1

Output

{
  "patterns": [
    {
      "type": "association",
      "items": [
        "age > 30",
        "income > 50000"
      ],
      "support": 0.35,
      "confidence": 0.82
    },
    {
      "type": "sequence",
      "items": [
        "education = bachelor",
        "job_change = true"
      ],
      "support": 0.25,
      "confidence": 0.75
    }
  ],
  "clusters": [
    {
      "id": "cluster_1",
      "size": 300,
      "centroid": {
        "age": 28,
        "income": 45000
      },
      "features": [
        "young_professionals"
      ]
    }
  ]
}