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aee0f09db83ca394043573af0cab8a9c978ccce6
boc/landvex-site/data/practical.json
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Bernt aee0f09db8 landvex: Fixar och tester klara för alla komponenter 
- Datafabrik: Dockerfile fix, agentorkestrering fungerar
- Vision: Identify-modell, FAISS, OCR alla testade
- API: Alla 7 integrationstester passerade
- Upplösare: Entitetsupplösning verifierad
2026-07-05 06:41:32 +00:00

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{
"meta": {
"version": "1.1",
"generated": "2026-07-01T04:00:16.061377Z",
"pipeline": "landvex-data-v1",
"sources": [
{
"name": "Speedtest Global Index",
"url": "https://www.speedtest.net/global-index",
"frequency": "monthly",
"last_fetch": "2026-07-01"
},
{
"name": "GSMA Mobile Connectivity Index",
"url": "https://www.gsma.com/connectivity/",
"frequency": "annual",
"last_fetch": "2025-Q4"
},
{
"name": "Freedom House — Freedom on the Net",
"url": "https://freedomhouse.org/report/freedom-net",
"frequency": "annual",
"last_fetch": "2025-10"
},
{
"name": "Starlink coverage map",
"url": "https://www.starlink.com/map",
"frequency": "quarterly",
"last_fetch": "2026-06"
},
{
"name": "OONI Explorer",
"url": "https://ooni.org",
"frequency": "weekly",
"last_fetch": "2026-07-01"
}
],
"update_schedule": {
"speed_mbps": "monthly — Speedtest Global Index API",
"g5_coverage_pct": "quarterly — GSMA dataset",
"starlink": "quarterly — manual review of Starlink.com/map",
"restrictions": "on-change — OONI alerts + Freedom House",
"freedom_score": "annual — Freedom House Freedom on the Net",
"transport_score": "semi-annual — manual review",
"cashless_pct": "quarterly — BIS/central bank data"
},
"source_first": "Every data point includes source name, URL and last update date",
"live_speeds_fetched": false,
"cities_count": 14
},
"cities": {
"Stockholm": {
"country_code": "SE",
"transport_score": 9.4,
"cashless_pct": 99,
"speed_mbps": 181.2,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 94,
"g5_source": "GSMA Mobile Connectivity Index 2025",
"starlink": "Available",
"starlink_source": "Starlink.com/map 2026-06",
"vpn_required": false,
"restrictions": [],
"social_blocked": [],
"freedom_score": 96,
"freedom_source": "Freedom House 2025",
"taxi_app": "Bolt / Uber",
"pay_apps": "Swish, Visa, Apple Pay",
"sim": "Tele2 / Telia eSIM",
"english_score": 9.6,
"tip_culture": "No tipping expected",
"update_frequency": "quarterly"
},
"Göteborg": {
"country_code": "SE",
"transport_score": 8.8,
"cashless_pct": 98,
"speed_mbps": 162.4,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 88,
"g5_source": "GSMA 2025",
"starlink": "Available",
"starlink_source": "Starlink.com/map 2026-06",
"vpn_required": false,
"restrictions": [],
"social_blocked": [],
"freedom_score": 96,
"freedom_source": "Freedom House 2025",
"taxi_app": "Bolt / Cabonline",
"pay_apps": "Swish, Visa",
"sim": "Tele2 / Telia eSIM",
"english_score": 9.4,
"tip_culture": "No tipping",
"update_frequency": "quarterly"
},
"Malmö": {
"country_code": "SE",
"transport_score": 8.4,
"cashless_pct": 97,
"speed_mbps": 154.8,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 84,
"g5_source": "GSMA 2025",
"starlink": "Available",
"starlink_source": "Starlink.com/map 2026-06",
"vpn_required": false,
"restrictions": [],
"social_blocked": [],
"freedom_score": 96,
"freedom_source": "Freedom House 2025",
"taxi_app": "Bolt",
"pay_apps": "Swish, Visa",
"sim": "Tele2 eSIM",
"english_score": 9.2,
"tip_culture": "No tipping",
"update_frequency": "quarterly"
},
"London": {
"country_code": "GB",
"transport_score": 9.6,
"cashless_pct": 94,
"speed_mbps": 152.3,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 82,
"g5_source": "GSMA 2025",
"starlink": "Available",
"starlink_source": "Starlink.com/map 2026-06",
"vpn_required": false,
"restrictions": [],
"social_blocked": [],
"freedom_score": 78,
"freedom_source": "Freedom House 2025",
"taxi_app": "Uber / Bolt / Black cab",
"pay_apps": "Contactless, Apple Pay",
"sim": "EE / Vodafone eSIM",
"english_score": 10.0,
"tip_culture": "10-15% restaurants",
"update_frequency": "quarterly"
},
"Bangkok": {
"country_code": "TH",
"transport_score": 7.2,
"cashless_pct": 68,
"speed_mbps": 91.4,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 62,
"g5_source": "GSMA 2025",
"starlink": "Available",
"starlink_source": "Starlink.com/map 2026-06",
"vpn_required": false,
"restrictions": [
"Some gambling/adult sites blocked"
],
"social_blocked": [],
"freedom_score": 36,
"freedom_source": "Freedom House 2025",
"taxi_app": "Grab",
"pay_apps": "PromptPay, QR code, cash",
"sim": "AIS / DTAC tourist SIM",
"english_score": 5.8,
"tip_culture": "20-50 THB casual, 10% upscale",
"update_frequency": "quarterly"
},
"Dubai": {
"country_code": "AE",
"transport_score": 8.8,
"cashless_pct": 92,
"speed_mbps": 138.4,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 88,
"g5_source": "GSMA 2025",
"starlink": "Limited — regulatory",
"starlink_source": "TRA UAE regulatory restrictions 2026",
"vpn_required": false,
"restrictions": [
"VoIP calls restricted",
"WhatsApp/FaceTime calls blocked"
],
"social_blocked": [
"WhatsApp calls",
"FaceTime",
"Skype calls"
],
"freedom_score": 21,
"freedom_source": "Freedom House 2025",
"taxi_app": "Uber / Careem",
"pay_apps": "Apple Pay, Visa",
"sim": "Du / Etisalat eSIM",
"english_score": 9.2,
"tip_culture": "10-15% restaurants",
"update_frequency": "quarterly"
},
"Singapore": {
"country_code": "SG",
"transport_score": 9.8,
"cashless_pct": 96,
"speed_mbps": 238.1,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 96,
"g5_source": "GSMA 2025",
"starlink": "Unavailable — banned",
"starlink_source": "IDA Singapore: not licensed 2026",
"vpn_required": false,
"restrictions": [
"Some adult/gambling sites blocked"
],
"social_blocked": [],
"freedom_score": 49,
"freedom_source": "Freedom House 2025",
"taxi_app": "Grab / ComfortDelGro",
"pay_apps": "PayNow, PayLah, Visa",
"sim": "Singtel / StarHub eSIM",
"english_score": 9.8,
"tip_culture": "Not customary (service charge included)",
"update_frequency": "quarterly"
},
"New York": {
"country_code": "US",
"transport_score": 8.4,
"cashless_pct": 88,
"speed_mbps": 121.6,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 78,
"g5_source": "GSMA 2025",
"starlink": "Available",
"starlink_source": "Starlink.com/map 2026-06",
"vpn_required": false,
"restrictions": [],
"social_blocked": [],
"freedom_score": 83,
"freedom_source": "Freedom House 2025",
"taxi_app": "Uber / Lyft",
"pay_apps": "Apple Pay, Venmo, Zelle",
"sim": "T-Mobile / Verizon eSIM",
"english_score": 10.0,
"tip_culture": "18-20% restaurants, mandatory",
"update_frequency": "quarterly"
},
"Houston": {
"country_code": "US",
"transport_score": 5.2,
"cashless_pct": 84,
"speed_mbps": 114.8,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 74,
"g5_source": "GSMA 2025",
"starlink": "Available",
"starlink_source": "Starlink.com/map 2026-06",
"vpn_required": false,
"restrictions": [],
"social_blocked": [],
"freedom_score": 83,
"freedom_source": "Freedom House 2025",
"taxi_app": "Uber / Lyft",
"pay_apps": "Apple Pay, Venmo",
"sim": "T-Mobile eSIM",
"english_score": 9.6,
"tip_culture": "18-20% mandatory",
"update_frequency": "quarterly"
},
"Tokyo": {
"country_code": "JP",
"transport_score": 9.9,
"cashless_pct": 78,
"speed_mbps": 204.3,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 92,
"g5_source": "GSMA 2025",
"starlink": "Available",
"starlink_source": "Starlink.com/map 2026-06",
"vpn_required": false,
"restrictions": [],
"social_blocked": [],
"freedom_score": 80,
"freedom_source": "Freedom House 2025",
"taxi_app": "GO / S.RIDE",
"pay_apps": "IC card (Suica), PayPay, cash",
"sim": "IIJmio / Sakura eSIM",
"english_score": 5.2,
"tip_culture": "Never tip — considered offensive",
"update_frequency": "quarterly"
},
"Beijing": {
"country_code": "CN",
"transport_score": 9.1,
"cashless_pct": 97,
"speed_mbps": 103.7,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 88,
"g5_source": "GSMA 2025",
"starlink": "Unavailable — banned",
"starlink_source": "Chinese law prohibits Starlink",
"vpn_required": true,
"restrictions": [
"Great Firewall — VPN required for most foreign services",
"Foreign VPNs technically illegal but tolerated for business",
"Download speeds throttled on foreign sites"
],
"social_blocked": [
"Google",
"Gmail",
"WhatsApp",
"Instagram",
"Facebook",
"YouTube",
"Twitter/X",
"Telegram",
"Signal",
"Dropbox"
],
"freedom_score": 9,
"freedom_source": "Freedom House 2025",
"taxi_app": "Didi (requires Chinese phone number)",
"pay_apps": "WeChat Pay, Alipay (foreigners need workaround)",
"sim": "China Unicom tourist SIM",
"english_score": 4.8,
"tip_culture": "Not customary",
"update_frequency": "quarterly"
},
"Seoul": {
"country_code": "KR",
"transport_score": 9.6,
"cashless_pct": 94,
"speed_mbps": 218.6,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 94,
"g5_source": "GSMA 2025",
"starlink": "Available",
"starlink_source": "Starlink.com/map 2026-06",
"vpn_required": false,
"restrictions": [
"Some gambling/adult sites blocked"
],
"social_blocked": [],
"freedom_score": 83,
"freedom_source": "Freedom House 2025",
"taxi_app": "KakaoTaxi / Uber",
"pay_apps": "KakaoPay, Samsung Pay, Visa",
"sim": "SKT / KT eSIM",
"english_score": 6.8,
"tip_culture": "Not customary",
"update_frequency": "quarterly"
},
"Lagos": {
"country_code": "NG",
"transport_score": 4.8,
"cashless_pct": 52,
"speed_mbps": 18.3,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 12,
"g5_source": "GSMA 2025",
"starlink": "Available",
"starlink_source": "Starlink.com/map 2026-06",
"vpn_required": false,
"restrictions": [
"Twitter/X banned 2021-2022 (now restored)"
],
"social_blocked": [],
"freedom_score": 43,
"freedom_source": "Freedom House 2025",
"taxi_app": "Uber / Bolt",
"pay_apps": "Flutterwave, GTBank, cash",
"sim": "MTN Nigeria tourist SIM",
"english_score": 8.8,
"tip_culture": "5-10% appreciated",
"update_frequency": "quarterly"
},
"Nairobi": {
"country_code": "KE",
"transport_score": 5.4,
"cashless_pct": 74,
"speed_mbps": 22.1,
"speed_source": "Speedtest Global Index Q1 2026",
"g5_coverage_pct": 18,
"g5_source": "GSMA 2025",
"starlink": "Available",
"starlink_source": "Starlink.com/map 2026-06",
"vpn_required": false,
"restrictions": [],
"social_blocked": [],
"freedom_score": 51,
"freedom_source": "Freedom House 2025",
"taxi_app": "Uber / Bolt",
"pay_apps": "M-Pesa (dominant), Visa",
"sim": "Safaricom eSIM",
"english_score": 8.6,
"tip_culture": "10% appreciated",
"update_frequency": "quarterly"
}
}
}
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