How much does it cost to live in Luton as a digital nomad?

A single person typically spends about $2,900 per month in Luton (a country-level estimate for United Kingdom). That is a 22/100 cost score, where 100 is the cheapest city in the dataset.

Is Luton safe for digital nomads?

Luton scores 76/100 on safety. United Kingdom records 0.93 homicides per 100,000 people per year (WHO, 2023) and a political-stability score of 70.7/100 (World Bank WGI). Both figures are national, so neighbourhood-level risk can differ.

Does United Kingdom have a digital nomad visa?

No dedicated digital nomad visa was listed for United Kingdom as of 2026-07. Visitors from the US need an electronic travel authorisation (eTA), bought online before the trip.

How fast is the internet in Luton?

Measured median download speed in Luton was 58.5 Mbps (upload 17.8 Mbps) across 28,271 M-Lab tests in 2024. Measured speeds run below advertised plan speeds everywhere, so compare cities rather than reading the number as a plan.

Is Starlink available in Luton?

Yes. Starlink's availability map lists residential service as available in United Kingdom (checked 2026-10), so a dish can serve as a backup line in Luton. Check the exact address on starlink.com before ordering, since capacity varies by area.

Which airports serve Luton and how many nonstop flights are there?

Luton is served by Luton Airport (LTN) with 138 nonstop destinations, of which 132 are international. 0 US airports have a nonstop link. Source: Wikipedia, 2026-10.

When is the best time of year to be in Luton?

The most comfortable months are Jun, Jul, Aug. Mean temperatures range from 39°F (4°C) in Jan to 63°F (17°C) in Jul (NASA POWER 2001–2020 climatology).

Luton or Bristol: which is better for digital nomads?

Bristol is the city with the closest factor profile to Luton in this dataset. Which one wins depends on your weights; the comparison page puts every factor side by side with the numbers behind them.

Photo: Doyle of London · CC BY-SA 4.0 · Wikimedia Commons

Luton

United Kingdom · Europe · 236,380 people · Europe/London · GBP

Luton scores 66.2/100 for digital nomads under balanced weights, ranking 295 of 1501 cities. Expect about $2,900 per month (country-level estimate), no dedicated nomad visa, and a measured median download speed of 58.5 Mbps.

Luton is a large, diverse town north of London whose main asset for a remote worker is access: London Luton Airport, with many low-cost routes, is a few minutes away by shuttle train, and St Pancras is about 25 minutes by fast train. Rents are lower than elsewhere around London. The centre is run-down with little culture, though the Chiltern Hills start at the edge of town, and the UK has no digital nomad visa.

London Luton Airport
Fast trains to St Pancras
Hat-making history
Chiltern Hills at the edge

Balanced score

out of 100

Vibe check

Cost2.5
Safety8.4
Health9.8
Internet8.5
Visa8.6
Mobility4.4
Climate2.8
Air10.5
QoL10.7

Rank 295 of 1,501 · its cost is a national estimate, so Top 10 lists rank it after cities with a local price

Rank with your own weights →Plan a trip to Luton →

Monthly cost$2,900country estimate
Nomad visaNone listedUS passport: eTA required (online, before travel)
Internet58.5 Mbpsmeasured median
Comfortable months3 of 1259–82°F (15–28 °C), dry, not humid

For US nomads

US passport entry
eTA required
check the consulate before booking
Time vs New York
5 hours ahead of New York
4h of a 9–6 day overlap with Eastern time
Time vs Los Angeles
8 hours ahead of Los Angeles
1h of a 9–6 day overlap with Pacific time
Non-stop from the US
0 US airports
Wikipedia, 2026-10

Prices are in US dollars. US citizens are taxed on worldwide income; the Foreign Earned Income Exclusion and state residency rules are worth a look before a long stay.

Eating out

OpenStreetMap, 2026-11¹⁶

65restaurants within 3 km

Mapped around the centre of Luton: few restaurants mapped, which can also mean thin map coverage. A count of what is on the map, not a rating, and it does not affect the score.

How Luton scores, factor by factor

Superscripts link to the source list at the bottom. Country-level figures apply to all of United Kingdom.

Cost of living

Monthly cost for one person (log-scaled, cheaper is better).

Monthly cost, one person: $2,900² · country-level, 2026-09
Central one-bedroom rent: no data³ · city-level, 2026-09 — no city-level rent row in the WhereToEmigrate dataset

Safety

Homicide rate and political stability (country-level).

Homicide rate: 0.93 per 100k⁴ · country-level, 2023
Political stability: 70.7/100⁵ · country-level, 2025

Healthcare

WHO universal-health-coverage index and life expectancy (country-level).

UHC service coverage: 88/100⁶ · country-level, 2023
Life expectancy: 80.7 years⁷ · country-level, 2023

Internet

Median measured download and upload speed (M-Lab, city-level; the province or country aggregate where the city has too few tests).

Median download: 58.5 Mbps⁸ · city-level, 2024
Median upload: 17.8 Mbps⁸ · city-level, 2024
Tests measured: 28,271⁸ · city-level, 2024
Starlink: Available⁹ · country-level, 2026-10, not scored

Visa ease

How easily your passport gets in and stays: visa-free days, eTA, visa on arrival, e-visa or consular visa, plus a nomad visa and how affordable its income threshold is. Averages US, EU and UK passports until you pick yours.

Nomad visa: none listed¹⁰
Entry, US passport: eTA required (online, before travel)¹¹ · country-level, 2026-02
Entry, EU passport: 180 days¹¹ · country-level, 2026-02
Entry, UK passport: home country¹¹ · country-level, 2026-02

Getting there & around

Non-stop airport destinations (hub size) plus editorial walkability and transit ratings.

Non-stop destinations from LTN: 138¹² · city-level, 2026-10
Walkability: 3/5¹³ · editorial, 2026-09
Public transit: 3/5¹³ · editorial, 2026-09

Climate

Share of months that are comfortable: 59–82°F (15–28 °C) mean, at most 5.9 in (150 mm) rain, at most 85% humidity.

Comfortable months: 3 of 12¹⁴ · city-level, 2001–2020 normals

Air quality

Annual mean PM2.5 on a fixed scale: 5 µg/m³ (WHO guideline) scores 100, 50 µg/m³ or worse scores 0.

Annual mean PM2.5: 7.5 µg/m³¹⁵ · city-level, 2023

Quality of life

Human Development Index and English proficiency (country-level).

Human Development Index: 0.946¹⁷ · country-level, 2023
English proficiency: native¹⁸ · country-level, 2024

What does Luton cost per month?

Total, one person	$2,900	country estimate
One-bedroom rent, centre	no data	city-level rent unavailable
Country cost index (US = 100)	79	country

Can you stay legally?

Nomad visa	none listed
Minimum income	—
US passport	eTA required (online, before travel)
EU passport	180 days
UK passport	home country

Visa rules change often. Verify with the issuing government before you book.

Do you pay tax here on income from abroad?

Tax status · United Kingdom

Residents pay 20%–45% (Scotland 19%–48%) on worldwide income; most new arrivals can exempt foreign income for 4 years

Worldwide income

UK residents are taxed on worldwide income. Salary or freelance fees earned while living in the UK pay income tax of 20%–45% (19%–48% in Scotland) plus National Insurance. The non-dom remittance basis ended on 6 April 2025. Instead, people who arrive after 10 straight tax years abroad can claim the 4-year FIG regime, which exempts foreign dividends, interest, rent and gains, but not pay for work done in the UK. There is no wealth tax.

Remote work income
Salary from a foreign employer or fees from foreign clients
Taxed
20%–45% income tax (19%–48% in Scotland), plus National Insurance of 8%/2% for employees or 6%/2% for the self-employed
Investments and pensions
Dividends, interest, gains, rent and pensions from abroad
Taxed
Dividends 10.75%/35.75%/39.35%; interest 20%–45%; capital gains 18% or 24%; rent and pensions at income tax rates
Wealth
Net wealth and inheritance
No wealth tax
Inheritance tax applies

Tax resident after: 183 days a year
Top income tax rate: 45%

On the nomad visa

The UK has no digital nomad or remote-work visa. Visitors (visa-free with an electronic travel authorisation, or on a Standard Visitor visa) can usually stay up to 6 months but cannot work as self-employed or for a UK company. The Immigration Rules (Appendix Visitor, PA 4(h)) let visitors do work for their overseas employer remotely only when it is not the main purpose of the visit, and Home Office guidance treats a trip that relies on remote earnings to pay for itself as having remote work as its main purpose. For tax, a visitor with no UK home who stays under 183 days is usually non-resident, but the sufficient ties test can make a long stay resident from 46 days, and pay for days worked in the UK can be UK-taxable unless a tax treaty exempts it.

Salary from a foreign employer or fees from foreign clients

Taxed20%–45% income tax (19%–48% in Scotland), plus National Insurance of 8%/2% for employees or 6%/2% for the self-employed

Salary from a foreign employer and fees from foreign clients are taxed in full once you are resident. In England, Wales and Northern Ireland the 2026/27 bands are 20% on the first £37,700 of taxable income above the £12,570 personal allowance, 40% up to £125,140 and 45% above. Scottish residents pay 19%, 20%, 21%, 42%, 45% and 48% on these earnings. Pay for duties done in the UK is UK-taxable even before you become resident, unless a tax treaty exempts it. The 4-year FIG regime does not cover it: employment income is excluded, and freelance profits only qualify if the trade is carried on wholly outside the UK. Overseas Workday Relief only helps with days physically worked abroad. National Insurance applies too: employees pay 8% on earnings between £242 and £967 a week and 2% above. If your employer has no UK presence, you usually pay your own Class 1 contributions through a direct payment scheme and report the salary on Self Assessment. A certificate from your home country under EU rules or a social security agreement can keep you in that system instead. Freelancers register for Self Assessment and pay Class 4 at 6% on profits from £12,570 to £50,270 and 2% above. Sole traders with turnover over £50,000 must keep digital records under Making Tax Digital from April 2026 (over £30,000 from April 2027). Foreign tax paid on the same income can be credited under the UK's tax treaties.

On the nomad visa

Finance Act 2013, Schedule 45 (Statutory residence test) · legislation.gov.uk · read 2026-10-27
Statutory basis of the residence test and split-year treatment
Guidance note for Statutory Residence Test (RDR3) · HM Revenue & Customs, GOV.UK · read 2026-10-27
Automatic overseas tests (16 and 46 days), automatic UK tests (183 days, home, full-time work), the four ties and the day-count tables, split-year cases on arrival
RFIG20710: Meaning of a day spent in the UK · HM Revenue & Customs, Residence and FIG Regime Manual · read 2026-10-27
A day counts if you are in the UK at midnight, with deeming, transit and exceptional-circumstances exceptions
Finance Act 2025 · legislation.gov.uk · read 2026-10-27
Legislation abolishing the remittance basis and introducing the FIG regime, OWR changes, TRF and the residence-based inheritance tax test
HS266 Foreign income and gains (FIG) regime (2026) · HM Revenue & Customs, GOV.UK · read 2026-10-27
FIG eligibility, qualifying income and gains, exclusion of employment income, allowances lost on a claim, tax-free remittance of relieved income
Check if you can claim the 4-year foreign income and gains regime · HM Revenue & Customs, GOV.UK · read 2026-10-27
4 consecutive years from the start of UK residence after 10 years of non-residence; non-resident years in the window are lost
Reforming the taxation of non-UK domiciled individuals · HM Treasury and HM Revenue & Customs, GOV.UK · read 2026-10-27
Remittance basis replaced by a residence-based regime from 6 April 2025; TRF at 12% then 15%; OWR extended to 4 years with the £300,000 / 30% cap; inheritance tax 10-of-20-year test with a 3–10 year tail
EIM43560: Overseas Workday Relief: eligibility · HM Revenue & Customs, Employment Income Manual · read 2026-10-27
OWR tied to qualifying new resident status for up to four tax years
EIM43600: Overseas Workday Relief: financial limit · HM Revenue & Customs, Employment Income Manual · read 2026-10-27
OWR capped at the lower of 30% of qualifying employment income or £300,000 per year
HS264 Remittance of pre-6 April 2025 foreign income and gains, and the temporary repatriation facility (TRF) · HM Revenue & Customs, GOV.UK · read 2026-10-27
TRF eligibility, 12% for 2025/26 and 2026/27, 15% for 2027/28, no foreign tax credit
Income Tax rates and allowances for current and previous tax years · HM Revenue & Customs, GOV.UK · read 2026-10-27
2026/27 personal allowance, £100,000 taper, 20/40/45% bands, £5,000 starting rate for savings, £500 dividend allowance and 10.75/35.75/39.35% dividend rates
Scottish Income Tax: current rates · GOV.UK · read 2026-10-27
2026/27 Scottish bands from 19% to 48%; savings and dividends taxed at UK rates
Welsh Income Tax · GOV.UK · read 2026-10-27
2026/27 Welsh rates of 20%, 40% and 45%, the same bands as England
Changes to tax rates for property, savings and dividend income · HM Treasury and HM Revenue & Customs, GOV.UK · read 2026-10-27
Dividend rates up 2 points from April 2026; savings rates 22/42/47% and separate property rates 22/42/47% from April 2027
Tax on savings interest: how much is tax free · GOV.UK · read 2026-10-27
Personal savings allowance of £1,000, £500 or £0 and the £5,000 starting rate for savings
Capital Gains Tax rates and allowances · HM Revenue & Customs, GOV.UK · read 2026-10-27
18% and 24% rates, £3,000 annual exempt amount for 2026/27
Capital Gains Tax: rates of tax · HM Revenue & Customs, GOV.UK · read 2026-10-27
Main rates for non-residential assets raised from 10% and 20% to 18% and 24% for disposals from 30 October 2024
Tax on foreign income · GOV.UK · read 2026-10-27
UK residents normally pay tax on foreign wages, dividends, interest, rent and pensions, reported through Self Assessment, with relief for tax paid abroad
Globally mobile employees: effect of residence on an employee's liability to UK income tax · HM Revenue & Customs, GOV.UK · read 2026-10-27
Non-residents are taxed on earnings for duties carried out in the UK, subject to double taxation agreements
National Insurance rates and categories · GOV.UK · read 2026-10-27
2026/27 employee Class 1: 8% on £242.01–£967 a week, 2% above
Self-employed National Insurance rates · GOV.UK · read 2026-10-27
2026/27 Class 4 at 6% on profits from £12,570 to £50,270 and 2% above; Class 2 treated as paid
National Insurance where there is no employer in the UK · HM Revenue & Customs · read 2026-10-27
With no UK employer, the employee pays their own Class 1 contributions through a direct payment scheme
New employee coming to work from abroad · HM Revenue & Customs, GOV.UK · read 2026-10-27
PDA1 certificates, social security agreement certificates and the 52-week rule for workers who stay in a foreign scheme
Check when to sign up for Making Tax Digital for Income Tax · HM Revenue & Customs, GOV.UK · read 2026-10-27
Digital record-keeping for sole traders and landlords with qualifying income over £50,000 from April 2026 and over £30,000 from April 2027
Inheritance Tax if you're a long-term UK resident · HM Revenue & Customs, GOV.UK · read 2026-10-27
Long-term residence (10 of the previous 20 tax years) replaced domicile from 6 April 2025; overseas assets in scope; tail of up to 10 tax years after leaving
Inheritance Tax · GOV.UK · read 2026-10-27
£325,000 threshold, 40% rate, £500,000 with a home left to descendants, spouse exemption, 7-year rule for gifts
Stamp Duty Land Tax: residential property rates · GOV.UK · read 2026-10-27
SDLT bands from 0% to 12%, 5% surcharge on additional dwellings, 2% non-resident surcharge
Stamp Duty Land Tax · GOV.UK · read 2026-10-27
SDLT covers England and Northern Ireland; Scotland has LBTT and Wales has LTT
Council Tax · GOV.UK · read 2026-10-27
Bill depends on the home's valuation band and the local council's charge
High Value Council Tax Surcharge · HM Treasury, GOV.UK · read 2026-10-27
Surcharge of £2,500 to £7,500 a year on English homes worth £2 million or more, from April 2028
Immigration Rules Appendix Visitor: Permitted Activities · Home Office, GOV.UK · read 2026-10-27
PA 4(h): remote work for an overseas employer allowed if it is not the primary purpose of the visit
Visit guidance (caseworker guidance) · Home Office, GOV.UK · read 2026-10-27
A visit that relies on remote work to pay for itself is treated as having remote work as its primary purpose
Visit the UK as a Standard Visitor · GOV.UK · read 2026-10-27
Stays of usually up to 6 months; no work for a UK company or as self-employed; ETA for some nationalities

Not yet reviewed by a person · compiled from official pages read on 2026-10-27

General information, not tax advice. Tax treaties, your citizenship and your home country's exit rules can change the answer. US citizens are taxed by the US wherever they live.

Airports and nonstop flights

Luton is served by one airport.

Airport	Nonstop destinations	International	From US airports
LTNLuton Airport	138	132	0

Wikipedia airport pages as of 2026-10: seasonal routes included, charters and announced-but-not-started routes excluded.

What is the weather like through the year?

Comfortable months by our rule: Jun–Aug. Rank cities for Jun–Aug →

Month	Jan	Feb	Mar	Apr	May	Jun	Jul	Aug	Sep	Oct	Nov	Dec
Mean °F	39	39	42	48	53	59	63	62	58	51	44	40
Rain in	2.4	2	2	1.7	2.3	2.4	2.5	2.7	1.9	2.8	2.7	2.6
Humidity %	94	91	86	82	80	79	77	78	81	88	93	95

Green temperatures mark months that meet the comfort rule (59–82°F, ≤5.9 in rain, ≤85% humidity). NASA POWER 2001–2020 climatology at the city coordinates.

Where can you stay in Luton?

Three ways to live here, and what each does to the monthly budget. Rents are the one-bedroom figures from the cost table; hotels and short lets are priced per night and cost more, most of all in high season.

Option	Rent per month	Monthly total	Notes
One-bedroom outside the centre	—	—	No city-level cost here; the total is a national estimate.
One-bedroom in the centre	—	—	No city-level rent figure for this city.
Hotel or short let	—	—	For the first weeks or a stay under a month. Compare hotels on Navoy →

Monthly rents assume an unfurnished lease of six months or more; furnished monthly lets usually cost 20 to 50 percent more.

Cities with a similar profile

Bristol United Kingdom · 66
Compare with Luton →
Peterborough United Kingdom · 66.5
Compare with Luton →
Bath United Kingdom · 66
Compare with Luton →
Nottingham United Kingdom · 65.2
Compare with Luton →
Gloucester United Kingdom · 65
Compare with Luton →

Also in Europe: A Coruña, Aachen, Aalborg, Aarhus, Aberdeen, Adana

Ready to see Luton for yourself?

Nostos tells you where. Navoy, the AI travel planner behind it, builds the trip: itineraries, places to stay and what to book before you land.

Plan a trip to Luton →

Opens on navoy.io.

The vibe

What people post about living in Luton, read for its mood. It is a reading of opinions, not a fact, and it is not part of the score.

Mixed · 50Only affiliate-style hotel promo videos with near-zero views and no real residents' comments, so there is little genuine local sentiment to judge; treat this as an unknown rather than a verdict.

People praise

airport proximity
free parking
fast wifi in listings

People warn about

no resident commentary
content is mostly booking promotion

Little firsthand local opinion exists for Luton in this material
Listings emphasise airport access and parking rather than city life
Need forum or resident posts to judge living conditions

Read from 8 videos, 0 comments and 0 posts on 2026-11-07; the summary is written by a language model and can misread sarcasm.

Watch what people say

Frequently asked

How much does it cost to live in Luton as a digital nomad?: A single person typically spends about $2,900 per month in Luton (a country-level estimate for United Kingdom). That is a 22/100 cost score, where 100 is the cheapest city in the dataset.
Is Luton safe for digital nomads?: Luton scores 76/100 on safety. United Kingdom records 0.93 homicides per 100,000 people per year (WHO, 2023) and a political-stability score of 70.7/100 (World Bank WGI). Both figures are national, so neighbourhood-level risk can differ.
Does United Kingdom have a digital nomad visa?: No dedicated digital nomad visa was listed for United Kingdom as of 2026-07. Visitors from the US need an electronic travel authorisation (eTA), bought online before the trip.
How fast is the internet in Luton?: Measured median download speed in Luton was 58.5 Mbps (upload 17.8 Mbps) across 28,271 M-Lab tests in 2024. Measured speeds run below advertised plan speeds everywhere, so compare cities rather than reading the number as a plan.
Is Starlink available in Luton?: Yes. Starlink's availability map lists residential service as available in United Kingdom (checked 2026-10), so a dish can serve as a backup line in Luton. Check the exact address on starlink.com before ordering, since capacity varies by area.
Which airports serve Luton and how many nonstop flights are there?: Luton is served by Luton Airport (LTN) with 138 nonstop destinations, of which 132 are international. 0 US airports have a nonstop link. Source: Wikipedia, 2026-10.
When is the best time of year to be in Luton?: The most comfortable months are Jun, Jul, Aug. Mean temperatures range from 39°F (4°C) in Jan to 63°F (17°C) in Jul (NASA POWER 2001–2020 climatology).
Luton or Bristol: which is better for digital nomads?: Bristol is the city with the closest factor profile to Luton in this dataset. Which one wins depends on your weights; the comparison page puts every factor side by side with the numbers behind them.

Sources

Dataset 2026.11.2, published 2026-11-09. Download the full dataset or read the methodology.

1.City population (latest census or official estimate), Wikipedia (citing national statistics offices). CC BY-SA 4.0. Retrieved 2026-09-22. City-proper figures; the per-city source URL is stored with the seed row.
2.2026 Cost of Living Index (country level), WhereNext. CC BY 4.0. Retrieved 2026-09-22. Country-level monthly estimate used only where no city-level figure exists; cost_index kept for every city.
3.Cost of Living Global 2026 (city rows), WhereToEmigrate. CC BY 4.0. Retrieved 2026-09-22. monthly_cost_single_eur and rent_1br_center_eur, converted to USD at the ECB reference rate on the retrieval date (see ecb-frankfurter).
4.Victims of intentional homicide per 100,000 population (national data, latest year), United Nations Office on Drugs and Crime, dataUNODC. UNODC data, free to reuse with attribution. Retrieved 2026-10-12. Police- or statistics-office-recorded rates reported to UNODC's crime-trends survey, latest year per country (2024 for most), both sexes, all ages; the United Kingdom uses England and Wales. Replaces the WHO modelled estimate wherever UNODC has a figure from 2018 or later; WHO's 2021 estimates ran several times above recorded figures for El Salvador and Honduras. Workbook data_cts_intentional_homicide.xlsx (July 2026) reduced by scripts/build-dataset/inputs/convert-unodc-homicide.py.
5.Worldwide Governance Indicators — Political Stability and Absence of Violence (score 0–100), World Bank. CC BY 4.0. Retrieved 2026-09-22.
6.UHC service coverage index, World Health Organization, Global Health Observatory. CC BY-NC-SA 3.0 IGO (WHO data policy). Retrieved 2026-09-22.
7.Life expectancy at birth (years), both sexes, World Health Organization, Global Health Observatory. CC BY-NC-SA 3.0 IGO (WHO data policy). Retrieved 2026-09-22.
8.M-Lab NDT statistics (city aggregates, 2024), Measurement Lab. CC0 1.0. Retrieved 2026-09-22. Median of daily median download/upload throughput over 2024 for the city aggregate; sample count is the number of tests. Speeds reflect user-initiated tests, not advertised plans.
9.Starlink availability map, SpaceX (Starlink). Factual status cited from starlink.com. Retrieved 2026-10-07. Residential service status per country from the file Starlink's map loads. Grouped as on the map: launched or available = available; coming soon, pending regulatory approval or test = coming soon; blacklisted = not offered; unknown or excluded = unknown. Shown on city pages and as a ranker filter; not part of any score. Roaming and maritime plans can work in more places.
10.Digital Nomad Visas 2026, WhereToEmigrate. CC BY 4.0. Retrieved 2026-09-22. Programme name, minimum monthly income (EUR, converted to USD) and whether it leads to permanent residence. Values are directional; verify with the issuing government.
11.Passport Index dataset (visa requirements, 199 passports × 199 destinations), Ilya Ilyankou (compiled from passportindex.org). MIT. Retrieved 2026-09-22. Days per visit where stated; 'visa free' without a limit is credited as unlimited; eTA, visa on arrival, e-visa and visa required are credited 0 days for scoring but shown by kind. The default US/EU/UK figures use the US, German and British passports.
12.Airport destinations (Wikipedia airline and destination tables), Wikipedia contributors; countries via Wikidata. CC BY-SA 4.0. Retrieved 2026-09-24. Distinct destination airports listed in each airport article's passenger table, resolved through Wikidata. Seasonal routes count; charters and routes announced but not yet flying are excluded. The as-of date is the newest article revision among the city's airports. Falls back to the OpenFlights snapshot when an airport has no article or table.
13.Walkability and transit ratings (editorial), Navoy. CC BY 4.0. Retrieved 2026-09-22. Judgment ratings, not measurements. Explained on /methodology.
14.NASA POWER climatology (2001–2020 monthly means), NASA Langley Research Center. Public domain (US Government). Retrieved 2026-09-22. T2M, PRECTOTCORR and RH2M at the city coordinates (0.5° grid). Monthly precipitation = mm/day × days in month.
15.SatPM2.5 satellite-derived annual PM2.5 (V6.GL.02.04), Atmospheric Composition Analysis Group, Washington University in St. Louis. CC BY 4.0. Retrieved 2026-10-07. Annual 2023 PM2.5 for the 0.1° grid cell at the city centre, from satellite aerosol retrievals combined with a chemical transport model and ground monitors. Used only for cities with no WHO database row. Where the same country has WHO-measured cities, values are scaled by the median measured/satellite ratio there (corrects desert-dust overestimates in the Gulf). Across 811 cities with both, log-correlation with WHO values is 0.89 and the median difference 2 µg/m³.
16.OpenStreetMap restaurants (Overpass API), OpenStreetMap contributors. ODbL 1.0. Retrieved 2026-10-02. Count of OpenStreetMap elements tagged amenity=restaurant within 3 km of the city centre coordinate. Measures how many restaurants are mapped, which tracks real density well where OpenStreetMap is well maintained (Europe, the Americas, East and Southeast Asia) and under-counts where it is not (parts of Africa and Central Asia).
17.Human Development Index (HDR 2025, HDI 2023), United Nations Development Programme. CC BY 3.0 IGO. Retrieved 2026-09-22.
18.EF English Proficiency Index 2024 (band), EF Education First. Proprietary; band cited as a fact with attribution. Retrieved 2026-09-22. Only the proficiency band is stored, transcribed by hand from the public ranking.

🇺🇸For US nomads