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    "title": "New York Cosmetology & Barber Licenses - NYS DOS Registry",
    "description": "New York State appearance-enhancement and barber licenses from NYS DOS (public open data): cosmetologists, barbers, nail specialists, estheticians, waxers and natural-hair stylists, plus the licensed shops and area renters. Verify a license or screen by type, name or expiry.",
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            "enum": [
              "individual",
              "business"
            ],
            "type": "string",
            "description": "individual = licensed operators, apprentices and trainees (221k, default). business = licensed shops and area renters, with business name, address and city (32.5k).",
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            "title": "Name (contains)",
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            "default": ""
          },
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            "title": "License type",
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              "",
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              "Appearance Enhancement Operator - Nail Specialty",
              "Appearance Enhancement Operator - Esthetics",
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              "Appearance Enhancement Operator - Waxing",
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              "Appearance Enhancement Operator - Natural Hair Styling  (Temporary)",
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              "DOSAERENTER",
              "DOSBARSHOPOWNER",
              "DOSBARRENTER"
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            "type": "string",
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            "title": "License number",
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            "description": "Exact license number, e.g. 'BO-15-00043', 'AEB-26-01999'. Blank = any.",
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          },
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            "description": "Substring match on the business city (business register only), e.g. 'Brooklyn', 'Buffalo', 'Rochester'. Blank = any.",
            "default": ""
          },
          "zip": {
            "title": "Business ZIP",
            "type": "string",
            "description": "Exact business ZIP code (business register only), e.g. '11206'. Blank = any.",
            "default": ""
          },
          "state": {
            "title": "Business state",
            "type": "string",
            "description": "Exact business state (business register only), e.g. 'NY'. Blank = any.",
            "default": ""
          },
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            "title": "Expires on or after",
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            "default": ""
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          "expiresTo": {
            "title": "Expires on or before",
            "type": "string",
            "description": "Latest expiration date, YYYY-MM-DD. Blank = any.",
            "default": ""
          },
          "mode": {
            "title": "Mode",
            "enum": [
              "rows",
              "aggregate"
            ],
            "type": "string",
            "description": "rows = license records matching your filters (default). aggregate = one count row per group (see groupBy).",
            "default": "rows"
          },
          "groupBy": {
            "title": "Aggregate by",
            "enum": [
              "",
              "licenseType",
              "businessState"
            ],
            "type": "string",
            "description": "Which dimension to aggregate over (mode=aggregate). Blank = licenseType. businessState is business-register only - clear it when switching corpus. Every group is returned.",
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          },
          "maxResults": {
            "title": "Max records",
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            "description": "Cap the number of records pushed in rows mode (0 = default 50; up to 2,000 per run). Each record is metered individually, so there is no per-run charge cap. Aggregate mode returns every group.",
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