{
  "generated_at": "2026-04-24T15:01:35.625676+00:00",
  "slug": "gg402-vercel-app-data-cleaning",
  "title": "GG402 \u00b7 Data Cleaning Service",
  "url": "https://gg402.vercel.app/data_cleaning",
  "category": "compute",
  "summary": "Process messy datasets to remove duplicates, standardize formats, and handle missing values with change tracking.",
  "seo": {
    "title": "GG402 Data Cleaning API | x402 Data Processing",
    "description": "Clean and normalize data via x402 on Base. Remove duplicates, fix formats, handle missing values. Pay 0.01 USDC per call."
  },
  "use_cases": [
    "Normalize inconsistent data formats before analysis",
    "Remove duplicate records from scraped datasets",
    "Impute or flag missing values in tabular data"
  ],
  "ideal_buyer": "Data scientists and agents preprocessing raw data for analysis and machine learning pipelines.",
  "example_prompt": "Clean this dataset by removing duplicates, standardizing date formats, and filling missing values: [data]",
  "example_request_body": {
    "data": [
      {
        "id": 1,
        "date": "2024-01-15",
        "value": 100
      },
      {
        "id": 1,
        "date": "01/15/2024"
      }
    ]
  },
  "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": "Clean and normalize messy data, removing duplicates, fixing formats, and handling missing values.",
      "verified": false,
      "hints": {
        "input": {
          "type": "http",
          "method": "POST",
          "bodyType": "json",
          "bodyFields": {
            "data": {
              "type": "array",
              "required": true,
              "description": "The messy dataset to clean"
            },
            "cleaning_rules": {
              "type": "object",
              "required": false,
              "description": "Custom rules for cleaning, e.g., fill missing with average"
            }
          }
        },
        "output": {
          "type": "object",
          "required": [
            "cleaned_data",
            "changes_summary"
          ],
          "properties": {
            "cleaned_data": {
              "type": "array",
              "description": "The cleaned and normalized dataset"
            },
            "changes_summary": {
              "type": "object",
              "description": "Summary of changes made during cleaning"
            }
          }
        }
      }
    }
  ],
  "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-data-cleaning",
    "url": "https://x402all.com/resource/gg402-vercel-app-data-cleaning",
    "name": "GG402 \u00b7 Data Cleaning Service",
    "@type": "WebAPI",
    "offers": {
      "url": "https://x402all.com/resource/gg402-vercel-app-data-cleaning",
      "@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/data_cleaning",
    "@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-data-cleaning",
    "description": "Clean and normalize data via x402 on Base. Remove duplicates, fix formats, handle missing values. Pay 0.01 USDC per call.",
    "potentialAction": {
      "@type": "BuyAction",
      "target": "https://axon402.com/test-buy?resource=gg402-vercel-app-data-cleaning",
      "description": "Test-buy this endpoint on AXON"
    },
    "applicationCategory": "compute"
  },
  "axon_deep_link": "https://axon402.com/test-buy?resource=gg402-vercel-app-data-cleaning"
}