[{"data":1,"prerenderedAt":415},["ShallowReactive",2],{"doc:\u002Fsdks\u002Fpython":3},{"page":4,"toc":409},{"path":5,"title":6,"description":7,"blocks":8},"\u002Fsdks\u002Fpython","Python SDK","Official IPScope server-side client for Python 3.10+ (asyncio & sync) (ipscope).",[9,13,18,25,28,31,38,377,380,387,390,392,398,401,403],{"type":10,"status":11,"text":12},"status","stable","Published as `ipscope` for Python 3.10+ (asyncio & sync). Strictly scoped to IP intelligence operations with built-in bounded LRU caching and automatic retry backoff.",{"type":14,"level":15,"text":16,"id":17},"heading",2,"Install","install",{"type":19,"samples":20},"code",[21],{"label":16,"lang":22,"code":23,"html":24},"bash","pip install ipscope","\u003Cpre class=\"shiki ipscope\" style=\"background-color:var(--shiki-background);color:var(--shiki-foreground)\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-function)\">pip\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string)\"> install\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string)\"> ipscope\u003C\u002Fspan>\u003C\u002Fspan>\u003C\u002Fcode>\u003C\u002Fpre>",{"type":14,"level":15,"text":26,"id":27},"Quickstart: single, batch & prefix lookups","quickstart-single-batch-and-prefix-lookups",{"type":29,"text":30},"p","Pass your API key explicitly or set `IPSCOPE_KEY` in your environment. Every lookup returns the canonical [response schema](\u002Fgetting-started\u002Fresponse-format) with `geo`, `network`, `connection`, `security` and `security_extensions`.",{"type":19,"samples":32},[33],{"label":34,"lang":35,"code":36,"html":37},"Python","python","import asyncio\nimport os\nfrom ipscope import AsyncIpScopeClient\n\nasync def main() -> None:\n    async with AsyncIpScopeClient(api_key=os.environ[\"IPSCOPE_KEY\"]) as client:\n        # 1. Single IPv4 or IPv6 lookup (cached automatically in bounded LRU)\n        info = await client.lookup_ip(\"198.51.100.7\")\n        print(info[\"ip\"], info[\"geo\"][\"country_code\"], info[\"network\"][\"asn\"])\n        print(\"VPN:\", info[\"security\"][\"is_vpn\"], \"Reason:\", info[\"security_extensions\"][\"anonymizer_reason\"])\n\n        # 2. Batch lookup (up to 100 IPs; deduplicates & reuses cached entries)\n        batch = await client.lookup_batch([\"198.51.100.7\", \"1.1.1.1\", \"2606:4700:4700::1111\"])\n        for record in batch[\"results\"]:\n            print(record[\"ip\"], \"->\", record[\"network\"][\"organization\"])\n\n        # 3. Memory-bounded async streaming for 10,000+ IPs (constant O(chunk) RAM)\n        async for chunk in client.lookup_batch_stream(large_ip_list, chunk_size=100):\n            for record in chunk[\"results\"]:\n                pass  # Process each record with \u003C 350 KB steady-state memory overhead\n\n        # 4. Network CIDR prefix lookup\n        prefix = await client.lookup_network(\"198.51.100.0\u002F24\")\n        print(prefix[\"queried_cidr\"], prefix[\"record\"][\"asn\"], prefix[\"record\"][\"organization\"])\n\nasyncio.run(main())","\u003Cpre class=\"shiki ipscope\" style=\"background-color:var(--shiki-background);color:var(--shiki-foreground)\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">import\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> asyncio\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">import\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> os\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">from\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> ipscope \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">import\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> AsyncIpScopeClient\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">async\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> def\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\"> main\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">() \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">->\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> None\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\">:\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    async\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> with\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\"> AsyncIpScopeClient\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">(api_key\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">os.environ[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"IPSCOPE_KEY\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">])\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> as\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> client\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-comment)\">        # 1. Single IPv4 or IPv6 lookup (cached automatically in bounded LRU)\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">        info \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> await\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> client\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">lookup_ip\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"198.51.100.7\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">)\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-function)\">        print\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">(info[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"ip\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">], info[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"geo\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">][\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"country_code\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">], info[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"network\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">][\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"asn\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">])\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-function)\">        print\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"VPN:\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">, info[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"security\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">][\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"is_vpn\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">], \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"Reason:\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">, info[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"security_extensions\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">][\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"anonymizer_reason\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">])\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-comment)\">        # 2. Batch lookup (up to 100 IPs; deduplicates & reuses cached entries)\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">        batch \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> await\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> client\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">lookup_batch\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">([\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"198.51.100.7\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">, \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"1.1.1.1\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">, \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"2606:4700:4700::1111\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">])\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        for\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> record \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">in\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> batch\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"results\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">]:\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-function)\">            print\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">(record[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"ip\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">], \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"->\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">, record[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"network\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">][\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"organization\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">])\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-comment)\">        # 3. Memory-bounded async streaming for 10,000+ IPs (constant O(chunk) RAM)\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        async\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> for\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> chunk \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">in\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> client\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">lookup_batch_stream\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">(large_ip_list, chunk_size\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">100\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">):\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">            for\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> record \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">in\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> chunk\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"results\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">]:\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">                pass\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-comment)\">  # Process each record with < 350 KB steady-state memory overhead\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-comment)\">        # 4. Network CIDR prefix lookup\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">        prefix \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> await\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> client\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">lookup_network\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"198.51.100.0\u002F24\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">)\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-function)\">        print\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">(prefix[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"queried_cidr\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">], prefix[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"record\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">][\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"asn\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">], prefix[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"record\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">][\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"organization\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">])\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">asyncio\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">run\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">main\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">())\u003C\u002Fspan>\u003C\u002Fspan>\u003C\u002Fcode>\u003C\u002Fpre>",{"type":39,"responses":40},"responses",[41,234,322],{"code":42,"name":43,"description":44,"schema":45,"example":221,"exampleHtml":233},"200","IpLookupResponse","1. Single IPv4\u002FIPv6 lookup response (GET \u002Fv1\u002Fip\u002F{ip})",[46,53,60,65,117,130,157,195,212,216],{"name":47,"type":48,"description":49,"required":50,"format":51,"example":52},"ip","string","Canonical normalized representation of the queried IPv4 or IPv6 address.",true,"ipv4 | ipv6","198.51.100.7",{"name":54,"type":55,"description":56,"required":50,"enum":57,"example":58},"ip_version","integer","Protocol family (`4` for IPv4, `6` for IPv6).",[58,59],4,6,{"name":61,"type":48,"description":62,"nullable":50,"format":63,"example":64},"matched_network","Longest-matching routed CIDR prefix in the active Radix\u002FLPM snapshot.","cidr","198.51.100.0\u002F24",{"name":66,"type":67,"description":68,"isRef":50,"children":69},"geo","GeoLocation","Country and city geolocation record (`geo_country` and `geo_city` families).",[70,74,77,80,85,94,100,104,108,112],{"name":71,"type":48,"description":72,"nullable":50,"example":73},"country_code","Effective ISO 3166-1 alpha-2 country code (`\"US\"`, `\"DE\"`, `\"TR\"`).","US",{"name":75,"type":48,"description":76,"nullable":50,"example":73},"declared_country_code","Country code registered in RIR WHOIS\u002FRDAP allocation records or RFC 8805 geofeed.",{"name":78,"type":48,"description":79,"nullable":50,"example":73},"physical_country_code","Country code where active BGP routing and latency triangulation place the infrastructure.",{"name":81,"type":82,"description":83,"required":50,"example":84},"is_virtual_location","boolean","`true` when `declared_country_code` differs from `physical_country_code` (cross-border routed or geofeed-relocated prefix).",false,{"name":86,"type":48,"description":87,"required":50,"enum":88,"example":89},"location_type","How the effective location was resolved by the lookup engine.",[89,90,91,92,93],"physical","declared","virtual","anycast","unknown",{"name":95,"type":96,"description":97,"nullable":50,"range":98,"example":99},"confidence","number","Calibrated geolocation confidence score.","0.0 … 1.0",0.94,{"name":101,"type":48,"description":102,"nullable":50,"example":103},"subdivision","First-level administrative region or state. Included when `geo_city` is licensed.","Virginia",{"name":105,"type":48,"description":106,"nullable":50,"example":107},"city","Resolved city name. Included when `geo_city` is licensed.","Ashburn",{"name":109,"type":55,"description":110,"nullable":50,"example":111},"accuracy_radius_km","Estimated accuracy radius in kilometres around the city centroid. Included when `geo_city` is licensed.",10,{"name":113,"type":48,"description":114,"nullable":50,"format":115,"example":116},"timezone","IANA time zone identifier. Included when `geo_city` is licensed.","iana-tz","America\u002FNew_York",{"name":118,"type":119,"description":120,"isRef":50,"children":121},"network","NetworkInfo","BGP origin autonomous system metadata (`network` family).",[122,126],{"name":123,"type":55,"description":124,"nullable":50,"example":125},"asn","Origin Autonomous System Number without the `AS` prefix.",64501,{"name":127,"type":48,"description":128,"nullable":50,"example":129},"organization","Canonical autonomous system or operator organization name.","Example Cloud LLC",{"name":131,"type":132,"description":133,"isRef":50,"children":134},"connection","ConnectionInfo","Access network classification (`connection` and `hosting` families).",[135,145,148,151,154],{"name":136,"type":48,"description":137,"required":50,"enum":138,"example":142},"connection_type","Primary access network classification.",[139,140,141,142,143,144,93],"residential","mobile","business","hosting","education","government",{"name":146,"type":82,"description":147,"required":50,"example":84},"is_residential","`true` for consumer FTTH, cable, and DSL broadband ISPs.",{"name":149,"type":82,"description":150,"required":50,"example":84},"is_mobile","`true` for cellular carrier gateways (4G\u002F5G CGNAT pools).",{"name":152,"type":82,"description":153,"required":50,"example":84},"is_business","`true` for enterprise leased lines and corporate autonomous systems.",{"name":155,"type":82,"description":156,"required":50,"example":50},"is_hosting","`true` for cloud providers, colocation facilities, and VPS networks.",{"name":158,"type":159,"description":160,"isRef":50,"children":161},"security","SecurityInfo","VPN, proxy, Tor, and hosting anonymizer classification (`anonymity` and `hosting` families).",[162,165,167,170,173,185,188],{"name":163,"type":82,"description":164,"required":50,"example":50},"is_vpn","`true` when the IP is an active commercial or self-hosted VPN exit node.",{"name":155,"type":82,"description":166,"required":50,"example":50},"`true` when routed by a datacenter, cloud, or hosting ASN.",{"name":168,"type":82,"description":169,"required":50,"example":84},"is_tor_exit","`true` when listed in the active Tor Project exit consensus.",{"name":171,"type":82,"description":172,"required":50,"example":84},"is_proxy","`true` for open HTTP\u002FSOCKS proxies and residential proxy relays.",{"name":174,"type":48,"description":175,"required":50,"enum":176,"example":177},"anonymizer_type","Primary anonymizer classification.",[177,178,179,180,181,182,183,184,93],"vpn","proxy","tor_exit","tor_relay","hosting_proxy","apple_private_relay","other_relay","none",{"name":95,"type":96,"description":186,"nullable":50,"range":98,"example":187},"Calibrated anonymity confidence score.",0.96,{"name":189,"type":190,"description":191,"required":50,"example":192},"reason_codes","string[]","Deterministic evidence codes explaining why the IP was flagged.",[193,194],"vpn_handshake_confirmed","datacenter_asn_range",{"name":196,"type":197,"description":198,"isRef":50,"children":199},"security_extensions","SecurityExtensions","Extended threat telemetry and scanner recency (`security_extensions` family).",[200,205,208],{"name":201,"type":96,"description":202,"nullable":50,"range":203,"example":204},"abuse_velocity_score","Normalized abuse velocity score from active honeypot and darknet observations.","0 … 100",18,{"name":206,"type":82,"description":207,"nullable":50,"example":84},"is_known_scanner","`true` when the IP has been observed performing internet-wide port or vulnerability scanning.",{"name":209,"type":55,"description":210,"nullable":50,"example":211},"observation_recency_hours","Hours elapsed since the most recent active security or anonymizer observation.",12,{"name":213,"type":48,"description":214,"required":50,"example":215},"dataset_version","Version identifier of the compiled IPScope dataset snapshot serving the response.","2026-10-27T00:00:00Z.crawl-1793088000000",{"name":217,"type":48,"description":218,"nullable":50,"format":219,"example":220},"updated_at","ISO 8601 UTC timestamp when the active dataset snapshot was published.","date-time","2026-10-27T00:00:00Z",{"ip":52,"ip_version":58,"matched_network":64,"geo":222,"network":226,"connection":227,"security":228,"security_extensions":230,"dataset_version":215,"updated_at":220},{"country_code":73,"declared_country_code":73,"physical_country_code":73,"is_virtual_location":84,"location_type":89,"confidence":99,"subdivision":103,"city":107,"postal_code":223,"latitude":224,"longitude":225,"accuracy_radius_km":111,"timezone":116},"20147",39.0438,-77.4874,{"asn":125,"organization":129},{"connection_type":142,"is_hosting":50,"is_residential":84,"is_mobile":84,"is_business":84},{"is_vpn":50,"is_hosting":50,"is_tor_exit":84,"is_proxy":84,"anonymizer_type":177,"confidence":187,"reason_codes":229},[193,194],{"abuse_velocity_score":204,"is_known_scanner":84,"observation_recency_hours":211,"anonymizer_reason":193,"threat_level":231,"abuse_velocity":232,"confidence":187},"medium","low","\u003Cpre class=\"shiki ipscope\" style=\"background-color:var(--shiki-background);color:var(--shiki-foreground)\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">{\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"ip\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"198.51.100.7\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"ip_version\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 4\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"matched_network\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"198.51.100.0\u002F24\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"geo\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"country_code\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"US\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"declared_country_code\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"US\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"physical_country_code\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"US\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"is_virtual_location\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"location_type\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"physical\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"confidence\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 0.94\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"subdivision\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Virginia\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"city\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Ashburn\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"postal_code\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"20147\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"latitude\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 39.0438\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"longitude\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> -77.4874\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"accuracy_radius_km\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 10\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"timezone\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"America\u002FNew_York\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">  }\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"network\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"asn\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 64501\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"organization\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Example Cloud LLC\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">  }\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"connection\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"connection_type\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"hosting\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"is_hosting\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> true\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"is_residential\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"is_mobile\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"is_business\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">  }\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"security\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"is_vpn\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> true\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"is_hosting\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> true\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"is_tor_exit\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"is_proxy\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"anonymizer_type\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"vpn\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"confidence\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 0.96\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"reason_codes\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> [\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-string-expression)\">      \"vpn_handshake_confirmed\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-string-expression)\">      \"datacenter_asn_range\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">    ]\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">  }\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"security_extensions\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"abuse_velocity_score\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 18\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"is_known_scanner\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"observation_recency_hours\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 12\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"anonymizer_reason\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"vpn_handshake_confirmed\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"threat_level\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"medium\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"abuse_velocity\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"low\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"confidence\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 0.96\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">  }\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"dataset_version\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"2026-10-27T00:00:00Z.crawl-1793088000000\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"updated_at\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"2026-10-27T00:00:00Z\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">}\u003C\u002Fspan>\u003C\u002Fspan>\u003C\u002Fcode>\u003C\u002Fpre>",{"code":42,"name":235,"description":236,"schema":237,"example":296,"exampleHtml":321},"BatchLookupResponse","2 & 3. Batch & streaming lookup response (POST \u002Fv1\u002Fip\u002Fbatch)",[238,240,244],{"name":213,"type":48,"description":239,"required":50,"example":215},"Snapshot version that served all lookups in this batch.",{"name":241,"type":55,"description":242,"required":50,"example":243},"count","Total number of resolved IP records returned in `results`.",3,{"name":245,"type":246,"description":247,"required":50,"isRef":50,"children":248},"results","IpLookupResponse[]","Ordered array of `IpLookupResponse` objects projected to your API key’s `licensedFamilies`.",[249,250,252,253,266,270,278,289,294,295],{"name":47,"type":48,"description":49,"required":50,"format":51,"example":52},{"name":54,"type":55,"description":56,"required":50,"enum":251,"example":58},[58,59],{"name":61,"type":48,"description":62,"nullable":50,"format":63,"example":64},{"name":66,"type":67,"description":68,"isRef":50,"children":254},[255,256,257,258,259,261,262,263,264,265],{"name":71,"type":48,"description":72,"nullable":50,"example":73},{"name":75,"type":48,"description":76,"nullable":50,"example":73},{"name":78,"type":48,"description":79,"nullable":50,"example":73},{"name":81,"type":82,"description":83,"required":50,"example":84},{"name":86,"type":48,"description":87,"required":50,"enum":260,"example":89},[89,90,91,92,93],{"name":95,"type":96,"description":97,"nullable":50,"range":98,"example":99},{"name":101,"type":48,"description":102,"nullable":50,"example":103},{"name":105,"type":48,"description":106,"nullable":50,"example":107},{"name":109,"type":55,"description":110,"nullable":50,"example":111},{"name":113,"type":48,"description":114,"nullable":50,"format":115,"example":116},{"name":118,"type":119,"description":120,"isRef":50,"children":267},[268,269],{"name":123,"type":55,"description":124,"nullable":50,"example":125},{"name":127,"type":48,"description":128,"nullable":50,"example":129},{"name":131,"type":132,"description":133,"isRef":50,"children":271},[272,274,275,276,277],{"name":136,"type":48,"description":137,"required":50,"enum":273,"example":142},[139,140,141,142,143,144,93],{"name":146,"type":82,"description":147,"required":50,"example":84},{"name":149,"type":82,"description":150,"required":50,"example":84},{"name":152,"type":82,"description":153,"required":50,"example":84},{"name":155,"type":82,"description":156,"required":50,"example":50},{"name":158,"type":159,"description":160,"isRef":50,"children":279},[280,281,282,283,284,286,287],{"name":163,"type":82,"description":164,"required":50,"example":50},{"name":155,"type":82,"description":166,"required":50,"example":50},{"name":168,"type":82,"description":169,"required":50,"example":84},{"name":171,"type":82,"description":172,"required":50,"example":84},{"name":174,"type":48,"description":175,"required":50,"enum":285,"example":177},[177,178,179,180,181,182,183,184,93],{"name":95,"type":96,"description":186,"nullable":50,"range":98,"example":187},{"name":189,"type":190,"description":191,"required":50,"example":288},[193,194],{"name":196,"type":197,"description":198,"isRef":50,"children":290},[291,292,293],{"name":201,"type":96,"description":202,"nullable":50,"range":203,"example":204},{"name":206,"type":82,"description":207,"nullable":50,"example":84},{"name":209,"type":55,"description":210,"nullable":50,"example":211},{"name":213,"type":48,"description":214,"required":50,"example":215},{"name":217,"type":48,"description":218,"nullable":50,"format":219,"example":220},{"dataset_version":215,"count":243,"results":297},[298,305],{"ip":52,"ip_version":58,"matched_network":64,"geo":299,"network":300,"connection":301,"security":302,"security_extensions":304,"dataset_version":215,"updated_at":220},{"country_code":73,"declared_country_code":73,"physical_country_code":73,"is_virtual_location":84,"location_type":89,"confidence":99,"subdivision":103,"city":107,"postal_code":223,"latitude":224,"longitude":225,"accuracy_radius_km":111,"timezone":116},{"asn":125,"organization":129},{"connection_type":142,"is_hosting":50,"is_residential":84,"is_mobile":84,"is_business":84},{"is_vpn":50,"is_hosting":50,"is_tor_exit":84,"is_proxy":84,"anonymizer_type":177,"confidence":187,"reason_codes":303},[193,194],{"abuse_velocity_score":204,"is_known_scanner":84,"observation_recency_hours":211,"anonymizer_reason":193,"threat_level":231,"abuse_velocity":232,"confidence":187},{"ip":306,"ip_version":58,"matched_network":307,"geo":308,"network":314,"connection":317,"security":318,"dataset_version":215,"updated_at":220},"203.0.113.42","203.0.113.0\u002F24",{"country_code":309,"declared_country_code":309,"physical_country_code":309,"is_virtual_location":84,"location_type":89,"confidence":310,"subdivision":311,"city":312,"accuracy_radius_km":111,"timezone":313},"DE",0.92,"Hesse","Frankfurt am Main","Europe\u002FBerlin",{"asn":315,"organization":316},24940,"Hetzner Online GmbH",{"connection_type":142,"is_residential":84,"is_mobile":84,"is_business":84,"is_hosting":50},{"is_vpn":84,"is_hosting":50,"is_tor_exit":84,"is_proxy":84,"anonymizer_type":184,"confidence":319,"reason_codes":320},0.91,[194],"\u003Cpre class=\"shiki ipscope\" style=\"background-color:var(--shiki-background);color:var(--shiki-foreground)\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">{\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"dataset_version\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"2026-10-27T00:00:00Z.crawl-1793088000000\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"count\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 3\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"results\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> [\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">    {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"ip\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"198.51.100.7\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"ip_version\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 4\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"matched_network\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"198.51.100.0\u002F24\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"geo\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"country_code\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"US\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"declared_country_code\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"US\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"physical_country_code\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"US\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_virtual_location\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"location_type\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"physical\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"confidence\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 0.94\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"subdivision\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Virginia\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"city\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Ashburn\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"postal_code\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"20147\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"latitude\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 39.0438\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"longitude\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> -77.4874\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"accuracy_radius_km\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 10\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"timezone\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"America\u002FNew_York\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">      }\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"network\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"asn\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 64501\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"organization\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Example Cloud LLC\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">      }\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"connection\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"connection_type\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"hosting\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_hosting\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> true\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_residential\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_mobile\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_business\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">      }\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"security\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_vpn\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> true\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_hosting\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> true\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_tor_exit\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_proxy\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"anonymizer_type\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"vpn\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"confidence\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 0.96\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"reason_codes\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> [\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-string-expression)\">          \"vpn_handshake_confirmed\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-string-expression)\">          \"datacenter_asn_range\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">        ]\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">      }\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"security_extensions\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"abuse_velocity_score\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 18\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_known_scanner\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"observation_recency_hours\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 12\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"anonymizer_reason\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"vpn_handshake_confirmed\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"threat_level\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"medium\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"abuse_velocity\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"low\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"confidence\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 0.96\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">      }\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"dataset_version\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"2026-10-27T00:00:00Z.crawl-1793088000000\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"updated_at\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"2026-10-27T00:00:00Z\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">    }\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">    {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"ip\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"203.0.113.42\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"ip_version\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 4\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"matched_network\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"203.0.113.0\u002F24\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"geo\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"country_code\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"DE\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"declared_country_code\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"DE\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"physical_country_code\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"DE\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_virtual_location\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"location_type\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"physical\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"confidence\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 0.92\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"subdivision\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Hesse\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"city\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Frankfurt am Main\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"accuracy_radius_km\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 10\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"timezone\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Europe\u002FBerlin\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">      }\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"network\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"asn\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 24940\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"organization\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Hetzner Online GmbH\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">      }\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"connection\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"connection_type\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"hosting\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_residential\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_mobile\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_business\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_hosting\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> true\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">      }\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"security\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_vpn\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_hosting\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> true\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_tor_exit\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"is_proxy\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"anonymizer_type\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"none\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"confidence\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 0.91\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">        \"reason_codes\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> [\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-string-expression)\">          \"datacenter_asn_range\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">        ]\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">      }\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"dataset_version\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"2026-10-27T00:00:00Z.crawl-1793088000000\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">      \"updated_at\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"2026-10-27T00:00:00Z\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">    }\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">  ]\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">}\u003C\u002Fspan>\u003C\u002Fspan>\u003C\u002Fcode>\u003C\u002Fpre>",{"code":42,"name":323,"description":324,"schema":325,"example":374,"defaultOpen":50,"exampleHtml":376},"NetworkPrefixLookupResponse","4. Network CIDR prefix lookup response (GET \u002Fv1\u002Fnetworks\u002F{prefix}\u002F{length})",[326,329,333,335],{"name":327,"type":48,"description":328,"required":50,"format":63,"example":64},"queried_cidr","Normalized canonical CIDR block.",{"name":330,"type":55,"description":331,"required":50,"enum":332,"example":58},"family","IP address family (`4` or `6`).",[58,59],{"name":213,"type":48,"description":334,"required":50,"example":215},"Active dataset snapshot version.",{"name":336,"type":337,"description":338,"required":50,"isRef":50,"children":339},"record","NetworkPrefixRecord","Matched prefix record in the routing snapshot.",[340,343,346,348,350,353,355,359,362,365,368,371],{"name":341,"type":48,"description":342,"required":50,"example":64},"prefix","Matched CIDR prefix in the routing table.",{"name":330,"type":55,"description":344,"required":50,"enum":345,"example":58},"Address family (`4` or `6`).",[58,59],{"name":123,"type":55,"description":347,"nullable":50,"example":125},"Origin Autonomous System Number.",{"name":127,"type":48,"description":349,"nullable":50,"example":129},"Registered autonomous system organization name.",{"name":351,"type":48,"description":352,"nullable":50,"example":73},"countryCode","ISO 3166-1 alpha-2 country code.",{"name":105,"type":48,"description":354,"nullable":50,"example":107},"Resolved city name.",{"name":356,"type":48,"description":357,"required":50,"enum":358,"example":89},"locationType","Location resolution classification.",[89,90,91,92,93],{"name":360,"type":82,"description":361,"required":50,"example":50},"isVpn","Whether the prefix is classified as a VPN exit range.",{"name":363,"type":82,"description":364,"required":50,"example":50},"isHosting","Whether the prefix belongs to a hosting\u002Fcloud ASN.",{"name":366,"type":82,"description":367,"required":50,"example":84},"isTorExit","Whether the prefix contains active Tor exit nodes.",{"name":369,"type":82,"description":370,"required":50,"example":84},"isProxy","Whether the prefix contains active proxy relays.",{"name":372,"type":48,"description":373,"required":50,"example":177},"anonymizerType","Primary anonymizer classification (`\"vpn\"`, `\"none\"`, etc.).",{"queried_cidr":64,"family":58,"dataset_version":215,"record":375},{"prefix":64,"family":58,"asn":125,"organization":129,"countryCode":73,"city":107,"locationType":89,"isVpn":50,"isHosting":50,"isTorExit":84,"isProxy":84,"anonymizerType":177},"\u003Cpre class=\"shiki ipscope\" style=\"background-color:var(--shiki-background);color:var(--shiki-foreground)\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">{\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"queried_cidr\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"198.51.100.0\u002F24\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"family\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 4\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"dataset_version\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"2026-10-27T00:00:00Z.crawl-1793088000000\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">  \"record\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> {\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"prefix\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"198.51.100.0\u002F24\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"family\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 4\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"asn\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> 64501\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"organization\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Example Cloud LLC\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"countryCode\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"US\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"city\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"Ashburn\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"locationType\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"physical\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"isVpn\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> true\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"isHosting\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> true\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"isTorExit\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"isProxy\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\"> false\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">    \"anonymizerType\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\"> \"vpn\"\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">  }\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">}\u003C\u002Fspan>\u003C\u002Fspan>\u003C\u002Fcode>\u003C\u002Fpre>",{"type":14,"level":15,"text":378,"id":379},"Architecture & runtime guarantees","architecture-and-runtime-guarantees",{"type":381,"items":382},"list",[383,384,385,386],"Ships both `AsyncIpScopeClient` (`httpx.AsyncClient` connection pooling) and `IpScopeClient` (thread-safe sync wrapper).","Built-in O(1) bounded LRU cache (`max_cache_entries=2048`, `cache_ttl_seconds=60`) with automatic batch deduplication.","`lookup_batch_stream()` yields chunks of 100 IPs lazily via `AsyncIterator` so 100,000+ IP enrichments run in constant `\u003C 350 KB` heap memory.","Full `TypedDict` definitions (`IpLookupResponse`, `GeoInfo`, `SecurityInfo`, `SecurityExtensionsInfo`) for strict `mypy` and Pyright checking.",{"type":14,"level":15,"text":388,"id":389},"Reading local MMDB files","reading-local-mmdb-files",{"type":29,"text":391},"If you subscribe to a [downloadable database](\u002Fdatabases), our `.mmdb` snapshots open directly in standard MaxMind DB readers with sub-microsecond in-memory lookups:",{"type":19,"samples":393},[394],{"label":395,"lang":35,"code":396,"html":397},"Python (MMDB)","import maxminddb\n\nwith maxminddb.open_database(\"\u002Fvar\u002Flib\u002Fipscope\u002Fipscope-complete.mmdb\") as reader:\n    record = reader.get(\"198.51.100.7\")\n    print(record[\"geo\"][\"country_code\"], record[\"security\"][\"is_vpn\"])","\u003Cpre class=\"shiki ipscope\" style=\"background-color:var(--shiki-background);color:var(--shiki-foreground)\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">import\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> maxminddb\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">with\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> maxminddb\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">open_database\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"\u002Fvar\u002Flib\u002Fipscope\u002Fipscope-complete.mmdb\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">)\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> as\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> reader\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">    record \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> reader\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">get\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">(\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"198.51.100.7\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">)\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-function)\">    print\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">(record[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"geo\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">][\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"country_code\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">], record[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"security\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">][\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"is_vpn\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">])\u003C\u002Fspan>\u003C\u002Fspan>\u003C\u002Fcode>\u003C\u002Fpre>",{"type":14,"level":15,"text":399,"id":400},"Plain HTTP fallback","plain-http-fallback",{"type":29,"text":402},"Need to call the [REST API](\u002Fapi-reference) without installing a package? Use Python’s standard HTTP client directly:",{"type":19,"samples":404},[405],{"label":406,"lang":35,"code":407,"html":408},"Python (HTTP)","import os\nimport httpx\n\nasync with httpx.AsyncClient(timeout=5.0) as client:\n    res = await client.get(\n        \"https:\u002F\u002Fapi.ipscope.io\u002Fv1\u002Fip\u002F198.51.100.7\",\n        headers={\"Authorization\": f\"Bearer {os.environ['IPSCOPE_KEY']}\"},\n    )\n    res.raise_for_status()\n    info = res.json()","\u003Cpre class=\"shiki ipscope\" style=\"background-color:var(--shiki-background);color:var(--shiki-foreground)\" tabindex=\"0\">\u003Ccode>\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">import\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> os\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">import\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> httpx\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-keyword)\">async\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> with\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> httpx\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">AsyncClient\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">(timeout\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">5.0\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">)\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> as\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> client\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">:\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">    res \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\"> await\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> client\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">get\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">(\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-string-expression)\">        \"https:\u002F\u002Fapi.ipscope.io\u002Fv1\u002Fip\u002F198.51.100.7\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">,\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-punctuation)\">        headers\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">{\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"Authorization\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">: \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">f\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"Bearer \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">{\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">os.environ[\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">'IPSCOPE_KEY'\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">]\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-constant)\">}\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-string-expression)\">\"\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">},\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-token-punctuation)\">    )\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">    res\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">raise_for_status\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">()\u003C\u002Fspan>\u003C\u002Fspan>\n\u003Cspan class=\"line\">\u003Cspan style=\"color:var(--shiki-foreground)\">    info \u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-keyword)\">=\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-foreground)\"> res\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">.\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-function)\">json\u003C\u002Fspan>\u003Cspan style=\"color:var(--shiki-token-punctuation)\">()\u003C\u002Fspan>\u003C\u002Fspan>\u003C\u002Fcode>\u003C\u002Fpre>",[410,411,412,413,414],{"id":17,"text":16,"level":15},{"id":27,"text":26,"level":15},{"id":379,"text":378,"level":15},{"id":389,"text":388,"level":15},{"id":400,"text":399,"level":15},1793226505937]