README.md

metadata

title: Field Correlation Analyzer
emoji: 🤖
colorFrom: blue
colorTo: purple
sdk: docker
app_port: 8501
tags:
  - streamlit
  - json
  - analysis
  - field-correlation
pinned: false
short_description: Analyze JSON files and detect important fields

Field Correlation Analyzer

Upload a JSON file to analyze important fields and generate regex patterns for field extraction.

Features

• 🔍 Automatic Field Detection: Detects summary/aggregate fields automatically
• 📊 Hierarchy Analysis: Classifies data structure by hierarchy levels
• 🎯 Smart Recommendations: Recommends important fields for validation
• 📝 Regex Generation: Generates regex patterns for field extraction
• 📥 Export Results: Download analysis results as JSON

How to Use

1. Upload a JSON file with structured data
2. Set the target field you want to analyze (e.g., rotation_enabled)
3. Click "Analyze" to process the data
4. Review the structure analysis and field recommendations
5. Select fields and generate regex patterns
6. Download the results as JSON

Example JSON Structure

{
  "results": {
    "summary": {
      "total_keys": 13,
      "rotated_keys": 6,
      "rotation_percentage": 46
    },
    "kms_keys": {
      "object": [
        {
          "key_id": "12345",
          "rotation_enabled": true,
          "key_state": "Enabled"
        }
      ]
    }
  }
}