Changelog

City scores Phan Thiet

• Method Generated ⁠Researched
• Accommodation cost 8 ⁠8.4
• Air quality 6.6 ⁠7.2
• Airport connectivity 5.5 ⁠4.5
• Cleanliness 5.7 ⁠5
• Cost of living 8.1 ⁠8.4
• Currency stability 7 ⁠6.5
• Digital nomad visa availability 1.5 ⁠1
• Environmental quality 6.8 ⁠5.8
• Female friendly 7.4 ⁠7.1
• Freedom of speech 2.9 ⁠2.1
• Gym membership cost 7.2 ⁠7.3
• Internet speed 6.8 ⁠7
• Natural disaster risk 6.3 ⁠4.8
• Outdoors nature 8.8 ⁠8.4
• Political stability 7.6 ⁠7.8
• Tax friendliness 4.7 ⁠5.6
• Time zone favorability 7.5 ⁠7.1

retry fix pass corrected citation/evidence mappings for currency-stability, healthcare-affordability, air-conditioning, local-experiences-tours, time-zone-favorability (confidence high -> medium), networking-opportunities, remote-job-opportunities, airport-connectivity, intercity-travel-options, visa-ease, freedom-of-speech and female-friendly; all scores retained. Rechecked food-scene source 34 and preserved its correct tourism citation (https://www.gov.uk/foreign-travel-advice/vietnam/safety-and-security, https://vietnam.travel/things-to-do/wind-sand-and-sea-mui-nes-must-do-list).

City scores Ninh Binh

• Green spaces 8.3 ⁠7.5
• Healthcare affordability 8.7 ⁠8
• Healthcare quality 4.9 ⁠5.8
• Healthy food options 5.9 ⁠6.5
• Indoors fun 3.2 ⁠4.2
• Intercity travel options 6.8 ⁠7.3
• Natural disaster risk 4.3 ⁠3.8
• Nightlife 3 ⁠4.5
• Noise pollution 5.4 ⁠6
• Nomad events meetups 2.4 ⁠3
• Political stability 7.2 ⁠7.8
• Power grid reliability 7 ⁠7.5
• Ride sharing services 4.7 ⁠6.5
• Safety 8.2 ⁠7.6
• Scooterbike rental availability 7.7 ⁠8.2
• Seasonal variety 4.9 ⁠7
• Tax friendliness 5.7 ⁠5.6
• Time zone favorability 7.3 ⁠5
• Visa ease 6.9 ⁠7.5
• Vpn reliability 7.4 ⁠6.5
• Weather 5.4 ⁠5
• Yoga studios 3.4 ⁠4.3

fix pass after corrected costs; retained all scores. Updated evidence, notes or source references for cost-of-living, accommodation-cost, food-groceries, transportation-cost, entertainment-cost, gym-membership-cost, currency-stability, internet-speed, coworking-spaces-availability, cafes-with-wifi, healthcare-affordability, networking-opportunities, remote-job-opportunities, freelance-ecosystem, coworking-quality, startup-scene, public-wifi-availability, nomad-friendly, nomad-events-meetups, online-community-presence, family-friendly. Recomputed nomad budget $821.23 → $802.11, groceries $96.55 → $77.43 and gym proxy $17.24 → $15.33 from data/city-costs/vn/ninh-binh.yaml; separated inherited budgets from external price evidence, removed unrelated citations, recorded limited coworking/startup/meetup searches and access failures, and replaced the unreproducible cafe 31/12 Mbps claim with the reopened 30 Mbps download label. Verified food-scene and female-friendly already cite their supporting tourism and safety pages (https://www.numbeo.com/cost-of-living/country_result.jsp?country=Vietnam, https://workmode.co/ninh-binh/brick-coffee-shop, https://ninhbinhinvest.vn/, https://www.thebananatreehostel.com/thebananatreetamcoc, https://vietnam.travel/things-to-do/10-must-do-activities-ninh-binh, https://www.gov.uk/foreign-travel-advice/vietnam/safety-and-security)