{
  "generated_at": "2026-04-24T15:01:35.625676+00:00",
  "slug": "gg402-vercel-app-synthetic-data-generation",
  "title": "gg402 \u00b7 Generate synthetic structured data",
  "url": "https://gg402.vercel.app/synthetic_data_generation",
  "category": "data",
  "summary": "Generate synthetic tabular data that statistically matches your original dataset distribution, with quality metrics for validation.",
  "seo": {
    "title": "Synthetic Data Generation API | x402 Pay-Per-Call",
    "description": "Generate synthetic structured data that mimics original dataset distributions. $0.01 USDC per call on Base. Privacy-preserving data augmentation for ML training."
  },
  "use_cases": [
    "Augment training datasets for machine learning models",
    "Generate privacy-safe test data for development environments",
    "Validate synthetic data quality against distribution similarity scores"
  ],
  "ideal_buyer": "Data scientists and ML engineers needing privacy-preserving data augmentation for model training or testing.",
  "example_prompt": "Generate 1000 synthetic customer records that match the statistical distribution of my existing transaction dataset for model training.",
  "example_request_body": {
    "num_records": 1000,
    "dataset_schema": {
      "age": "integer",
      "income": "float",
      "category": "string"
    },
    "distribution_type": "gaussian_mixture"
  },
  "risk_notes": [],
  "pricing_sanity": {
    "flag": "normal",
    "ratio": 1,
    "median_category_atomic": 10000
  },
  "pricing_review_required": false,
  "pricing_decimal_suspect": false,
  "trust_tier": "indexed_external",
  "accepts": [
    {
      "scheme": "exact",
      "network": "base",
      "pay_to": "0x9257cd24721e3c06e9f7655b77c283bcd9652132",
      "asset": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913",
      "max_amount_required_atomic": "10000",
      "max_timeout_seconds": 60,
      "mime_type": "application/json",
      "description": "Generate synthetic structured data that mimics the distribution of the original dataset.",
      "verified": false,
      "hints": {
        "input": {
          "type": "http",
          "method": "POST",
          "bodyType": "json",
          "bodyFields": {
            "data": {
              "type": "array",
              "required": true,
              "description": "Original dataset to base synthetic data on."
            },
            "count": {
              "type": "number",
              "required": false,
              "description": "Number of synthetic records to generate (default: 100)."
            },
            "method": {
              "type": "string",
              "required": false,
              "description": "Generation method, e.g., 'gan', 'smote' (default: 'gan')."
            }
          }
        },
        "output": {
          "type": "object",
          "required": [
            "synthetic_data",
            "quality_metrics"
          ],
          "properties": {
            "synthetic_data": {
              "type": "array",
              "description": "Generated synthetic data conforming to original schema."
            },
            "quality_metrics": {
              "type": "object",
              "required": [
                "distribution_similarity",
                "privacy_score"
              ],
              "properties": {
                "privacy_score": {
                  "type": "number",
                  "description": "A score assessing privacy preservation (e.g., 0-1)."
                },
                "distribution_similarity": {
                  "type": "number",
                  "description": "A score indicating similarity to original distribution (e.g., 0-1)."
                }
              },
              "description": "Metrics on how well the synthetic data matches the original distribution."
            }
          }
        }
      }
    }
  ],
  "origin": {
    "slug": "gg402-vercel-app",
    "host": "gg402.vercel.app",
    "title": "x402 API Marketplace | Pay-per-call APIs with Crypto",
    "description": "Discover and integrate paid APIs using the x402 protocol. Micropayments made simple with crypto.",
    "url": "https://gg402.vercel.app"
  },
  "json_ld": {
    "@id": "https://x402all.com/resource/gg402-vercel-app-synthetic-data-generation",
    "url": "https://x402all.com/resource/gg402-vercel-app-synthetic-data-generation",
    "name": "gg402 \u00b7 Generate synthetic structured data",
    "@type": "WebAPI",
    "offers": {
      "url": "https://x402all.com/resource/gg402-vercel-app-synthetic-data-generation",
      "@type": "Offer",
      "price": "0.01",
      "availability": "https://schema.org/InStock",
      "priceCurrency": "USDC",
      "priceSpecification": {
        "@type": "UnitPriceSpecification",
        "price": "0.010000",
        "unitText": "call",
        "priceCurrency": "USDC"
      },
      "eligibleCustomerType": "Agent",
      "additionalProperty": [
        {
          "@type": "PropertyValue",
          "name": "paymentNetwork",
          "value": "base"
        },
        {
          "@type": "PropertyValue",
          "name": "paymentAsset",
          "value": "0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913"
        }
      ]
    },
    "sameAs": "https://gg402.vercel.app/synthetic_data_generation",
    "@context": "https://schema.org",
    "provider": {
      "@id": "https://x402all.com/server/gg402-vercel-app",
      "url": "https://gg402.vercel.app",
      "name": "x402 API Marketplace | Pay-per-call APIs with Crypto",
      "@type": "Organization"
    },
    "identifier": "gg402-vercel-app-synthetic-data-generation",
    "description": "Generate synthetic structured data that mimics original dataset distributions. $0.01 USDC per call on Base. Privacy-preserving data augmentation for ML training.",
    "potentialAction": {
      "@type": "BuyAction",
      "target": "https://axon402.com/test-buy?resource=gg402-vercel-app-synthetic-data-generation",
      "description": "Test-buy this endpoint on AXON"
    },
    "applicationCategory": "data"
  },
  "axon_deep_link": "https://axon402.com/test-buy?resource=gg402-vercel-app-synthetic-data-generation"
}