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    "title": "Airbnb Guest Origin Scraper – Guest Demographics by Country",
    "description": "Discover WHERE Airbnb guests come from. Extracts reviewer locations from listing reviews (public data, no login) and aggregates guest demographics by country and region — per listing and per market. Search by location, bounding box, URL, or listing IDs.",
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          "listingIds": {
            "title": "Listing IDs",
            "type": "array",
            "description": "Specific Airbnb listing IDs. These are the numeric codes in Airbnb URLs — e.g. airbnb.com/rooms/48711480 → ID is \"48711480\".\n\nExample: [\"48711480\", \"1506456228556318996\"]",
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            "title": "Listing URLs",
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              "type": "string"
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          "searchUrl": {
            "title": "Search URL",
            "type": "string",
            "description": "An Airbnb search results URL containing map coordinates (ne_lat, ne_lng, sw_lat, sw_lng). The actor discovers all listings in that map area.\n\nHow to get it: search on airbnb.com, move the map to your area, then copy the URL from your browser."
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            "type": "object",
            "description": "Define a custom geographic area using GPS coordinates: northeast (top-right) and southwest (bottom-left) corners.\n\nExample for Miami Beach:\n{\"ne_lat\": 25.85, \"ne_lng\": -80.11, \"sw_lat\": 25.75, \"sw_lng\": -80.15}"
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          "location": {
            "title": "Location Name",
            "type": "string",
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          "maxListings": {
            "title": "Maximum Listings",
            "minimum": 0,
            "type": "integer",
            "description": "Cap on how many listings to process. Set to 0 for unlimited.\n\nTip: Start with 5–10 to test before running a full market analysis.",
            "default": 0
          },
          "maxReviewsPerListing": {
            "title": "Maximum Reviews per Listing",
            "minimum": 0,
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          "emitReviewRows": {
            "title": "Emit One Row per Review",
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          "includeReviewText": {
            "title": "Include Review Text",
            "type": "boolean",
            "description": "Include the full review comment text in review rows. Off by default to keep the dataset light.",
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          "proxyConfiguration": {
            "title": "Proxy Configuration",
            "type": "object",
            "description": "Apify Residential proxy is used by default and strongly recommended — Airbnb blocks datacenter IPs, which causes empty or failed runs. Only disable it if you provide your own proxy.",
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              "useApifyProxy": true,
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                "RESIDENTIAL"
              ]
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