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

A single person typically spends about $1,352 per month in Boquete, renting a one-bedroom outside the centre (about $518). A central one-bedroom costs about $782, which brings the total to roughly $1,616. That is a 60/100 cost score, where 100 is the cheapest city in the dataset.

Is Boquete safe for digital nomads?

Boquete scores 48/100 on safety. Panama records 12.78 homicides per 100,000 people per year (WHO, 2024) and a political-stability score of 69.9/100 (World Bank WGI). Both figures are national, so neighbourhood-level risk can differ.

Does Panama have a digital nomad visa?

Yes. Panama offers the Short-stay visa for remote workers with a minimum income of about $3,000 per month. Verify current rules with the issuing authority before applying. Full guide: https://nostos.navoy.io/visas/panama

How fast is the internet in Boquete?

Measured median download speed in Boquete was 42.3 Mbps (upload 9.9 Mbps) across 14,748 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 Boquete?

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

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

Boquete is served by Enrique Malek International Airport (DAV) with 2 nonstop destinations, of which 0 are international. 0 US airports have a nonstop link. Source: Wikipedia, 2026-07.

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

The most comfortable months are Feb, Mar, Apr. Mean temperatures range from 71°F (22°C) in Jan to 74°F (23°C) in Apr (NASA POWER 2001–2020 climatology).

Boquete or David (Panama): which is better for digital nomads?

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

Boquete

Panama · Latin America · 22,435 people · America/Panama · USD

Boquete scores 57.7/100 for digital nomads under balanced weights, ranking 931 of 1501 cities. Expect about $1,352 per month, a nomad visa (Short-stay visa for remote workers), and a measured median download speed of 42.3 Mbps.

Boquete is a highland coffee town in western Panama with a spring-like climate, hiking and one of Latin America's largest expat retiree communities. It uses the US dollar and is served by David's airport.

Coffee farms
Spring climate
Large retiree community
Uses the US dollar

Balanced score

out of 100

Vibe check

Cost6.6
Safety5.4
Health9.2
Internet7.7
Visa8.8
Mobility1.1
Climate2.8
Air9.1
QoL7.0

Rank 931 of 1,501

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

Monthly cost$1,352one person
Nomad visaYesmin $3,000/mo
Internet42.3 Mbpsmeasured median
Comfortable months3 of 1259–82°F (15–28 °C), dry, not humid

For US nomads

US passport entry
180 days visa-free
no visa needed for a visit
Time vs New York
same time as New York
9h of a 9–6 day overlap with Eastern time
Time vs Los Angeles
3 hours ahead of Los Angeles
6h of a 9–6 day overlap with Pacific time
Non-stop from the US
0 US airports
Wikipedia, 2026-07

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 Boquete: 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 Boquete scores, factor by factor

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

Cost of living

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

Monthly cost, one person: $1,352² · city-level, 2026-07
Central one-bedroom rent: $782² · city-level, 2026-07

Safety

Homicide rate and political stability (country-level).

Homicide rate: 12.78 per 100k⁴ · country-level, 2024
Political stability: 69.9/100⁵ · country-level, 2025

Healthcare

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

UHC service coverage: 82/100⁶ · country-level, 2023
Life expectancy: 79.3 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: 42.3 Mbps⁸ · country-level, 2024
Median upload: 9.9 Mbps⁸ · country-level, 2024
Tests measured: 14,748⁸ · country-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: Short-stay visa for remote workers¹⁰ · min income $3,000/mo
Entry, US passport: 180 days¹¹ · country-level, 2026-02
Entry, EU passport: 90 days¹¹ · country-level, 2026-02
Entry, UK passport: 90 days¹¹ · country-level, 2026-02

Getting there & around

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

Non-stop destinations from DAV: 2¹² · city-level, 2026-07
Walkability: 3/5¹³ · editorial, 2026-09
Public transit: 1/5¹³ · 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: 13.3 µg/m³¹⁵ · city-level, 2023

Quality of life

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

Human Development Index: 0.839¹⁷ · country-level, 2023
English proficiency: low¹⁸ · country-level, 2024

What does Boquete cost per month?

Total, one person	$1,352	city, outskirts one-bedroom
Total with a central one-bedroom	$1,616	derived
One-bedroom rent, centre	$782	city
One-bedroom rent, outskirts	$518	city
Country cost index (US = 100)	43	country

Can you stay legally?

Digital nomad visa · Panama

Short-stay visa for remote workers

Not yet reviewedSubmit a review →

Income: $3,000/month
Initial stay: 9 months, renewable up to 18 months
Apply: In the country

Read the Panama digital nomad visa guide →

Nomad visa	Short-stay visa for remote workers
Minimum income	$3,000/month
US passport	180 days
EU passport	90 days
UK passport	90 days

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

Do you pay tax here on income from abroad?

Tax status · Panama

Foreign investment income is untaxed, but work done from Panama is Panamanian-source on a literal reading

Territorial

Panama taxes only income produced in Panama, so foreign dividends, interest, capital gains, rent and pensions are untaxed even if you bring the money in, and there is no wealth, inheritance or gift tax. The catch is work: the tax regulations treat services performed in Panama as Panamanian-source whoever pays, so remote pay is taxable at 0%–25% on a literal reading. No official ruling settles this for remote workers.

Remote work income
Salary from a foreign employer or fees from foreign clients
Taxed
0%–25% progressive (15% above B/.11,000, 25% above B/.50,000)
Investments and pensions
Dividends, interest, gains, rent and pensions from abroad
Not taxed
Wealth
Net wealth and inheritance
No wealth tax
No inheritance tax

Tax resident after: 183 days a year
Top income tax rate: 25%

On the nomad visa

The Short-stay Visa as Remote Worker (Visa de Corta Estancia como Trabajador Remoto, Executive Decree 198 of 7 May 2021) lasts nine months, renewable once, for employees of foreign companies or self-employed teleworkers whose work takes effect abroad and who earn at least B/.36,000 a year from foreign sources. The decree says nothing about income tax and grants no exemption. Holders swear not to accept work or business in Panama, which keeps them away from clearly Panamanian-source income, but pay for the remote work itself sits in the grey area described under remote work. Staying more than 183 days in a calendar year makes you tax resident even on this non-resident visa, though in a territorial system that changes little.

Salary from a foreign employer or fees from foreign clients

Taxed0%–25% progressive (15% above B/.11,000, 25% above B/.50,000)

Panama's territorial system does not clearly protect remote workers. The income-tax regulations say that pay for services performed, completed or exercised in Panama is Panamanian-source, regardless of where the contract was signed, where you are paid or who pays (Executive Decree 170 of 1993, Article 9(a)). Only services rendered outside Panama are listed as foreign-source (Article 10(c)). The Fiscal Code also lists salaries and other pay for personal work as Panamanian-source (Article 694, Paragraph 1(b)). Read literally, a salary from a foreign employer or fees from foreign clients for work you do while living in Panama are taxable on the normal scale, and you would file a return by 15 March of the following year (Article 710). The opposite view rests on Article 694, Paragraph 2(b), which treats directing from an office in Panama transactions that are completed or take effect abroad as foreign-source, and on the remote-worker visa's own requirement that your work take effect abroad. No DGI ruling or published guidance settling the question for individual remote workers was found, so treat it as a grey area and get a Panamanian adviser's written opinion before relying on an exemption. Social security (Caja de Seguro Social) is not covered: this profile did not verify whether a foreigner paid from abroad must contribute. Whether your home country keeps taxing you, or gives credit for Panamanian tax, depends on its rules and on any tax treaty with Panama.

On the nomad visa

Ley 1 de 8 de enero de 2014 (restores Article 694 of the Fiscal Code), Gaceta Oficial 27450-A · Órgano Judicial de Panamá (CENDOJ), copy of the Gaceta Oficial · read 2026-10-27
Current text of Article 694: tax on income produced in Panama wherever received; Paragraph 1(b) (pay for personal work is Panamanian-source); Paragraph 2(b) (directing from an office in Panama transactions that take effect abroad is not Panamanian-source)
Decreto Ejecutivo 170 de 27 de octubre de 1993 (income-tax regulations), Gaceta Oficial 22412 · Asamblea Nacional de Panamá (Legispan) · read 2026-10-27
Article 9 (income produced in Panama is taxed regardless of nationality, domicile, residence, place of payment or payer; 9(a) services performed in Panama, with apportionment by hours worked inside and outside; 9(c) rent from Panamanian property); Article 10(c) (services rendered outside Panama are foreign-source). Scanned original as published in 1993; later decrees (including Decree 263 of 2015) added items to Article 9, and no consolidated official text was found
Número Tributario (NT) Persona Natural · Dirección General de Ingresos (DGI), Ministerio de Economía y Finanzas · read 2026-10-27
States Article 762-N: individuals staying more than 183 days, continuous or not, in a tax year or the year before are tax residents
Tarifa del Impuesto sobre la Renta · Dirección General de Ingresos (DGI), Ministerio de Economía y Finanzas · read 2026-10-27
Individual rates: 0% up to B/.11,000, 15% to B/.50,000, B/.5,850 plus 25% above B/.50,000
Artículo 710 Código Fiscal · Dirección General de Ingresos (DGI), Ministerio de Economía y Finanzas · read 2026-10-27
Annual sworn return for the previous year; individuals file by 15 March
Ley 8 de 15 de marzo de 2010, Gaceta Oficial 26489-A · Órgano Judicial de Panamá (CENDOJ), copy of the Gaceta Oficial · read 2026-10-27
Article 700 rate scale; Article 701(k) (foreigners staying more than 183 days pay at Article 700 rates); Article 733 (10% dividend withholding on Panamanian-source profits, 5% on foreign-source or export profits)
Ley 49 de 17 de septiembre de 2009, Gaceta Oficial 26370-C · Superintendencia de Bancos de Panamá · read 2026-10-27
Article 701(a) (10% on real-estate gains outside the ordinary course of business, 3% advance on the higher of price or cadastral value, option to treat it as final) and 701(e) (10% on gains on securities). Later amendments to Article 701(a) were not checked
Declaración Jurada de Retención del 5% (ganancia de capital por enajenación de valores). Formulario 108 · Dirección General de Ingresos (DGI), Ministerio de Economía y Finanzas · read 2026-10-27
Buyer of shares and other securities withholds 5% of the price as an advance on capital-gains tax
Declaración Jurada sobre el Impuesto Retenido sobre Dividendos. Formulario 07 · Dirección General de Ingresos (DGI), Ministerio de Economía y Finanzas · read 2026-10-27
Current DGI statement of the 10% and 5% dividend withholding rates under Articles 708 and 733
Impuesto de Transferencia de Bienes Inmuebles. Formulario 106 · Dirección General de Ingresos (DGI), Ministerio de Economía y Finanzas · read 2026-10-27
2% real-estate transfer tax (Law 106 of 1974 as amended)
Impuesto de Inmuebles · Dirección General de Ingresos (DGI), Ministerio de Economía y Finanzas · read 2026-10-27
Property-tax tables (0%/0.6%/0.8%/1%; primary home 0%/0.5%/0.7%), B/.30,000 and B/.120,000 exemptions, 1% on land of exempt PH units, three instalments and 10% early-payment discount (Law 208 of 2021)
Preguntas frecuentes: Exoneración · Dirección General de Ingresos (DGI), Ministerio de Economía y Finanzas · read 2026-10-27
Patrimonio Familiar Tributario and Vivienda Principal are governed by Law 66 of 17 October 2017; homes up to B/.120,000 pay no property tax but must apply
Ley 22 de 30 de diciembre de 1985, Gaceta Oficial 20462 · Asamblea Nacional de Panamá (Legispan) · read 2026-10-27
Title: abolishes the inheritance tax (impuesto de asignaciones hereditarias)
Ley 61 de 26 de diciembre de 2002, Gaceta Oficial 24708 · Asamblea Nacional de Panamá (Legispan) · read 2026-10-27
Article 42 repeals Title V (gift tax) of Book Four of the Fiscal Code
Aprueban Ley de Sustancia Económica para fortalecer la competitividad y transparencia de Panamá · Ministerio de Economía y Finanzas de Panamá · read 2026-10-27
Law 526 of 2026: applies to entities of multinational groups domiciled in Panama with foreign passive income; 15% final rate without economic substance; from the 2027 tax year. The Gaceta Oficial (gacetaoficial.gob.pa) blocked automated access, so the law's text was not read
Decreto Ejecutivo 198 de 7 de mayo de 2021 (Visa de Corta Estancia como Trabajador Remoto), Gaceta Oficial 29290-A · Ministerio de Comercio e Industrias de Panamá (propanama.mici.gob.pa) · read 2026-10-27
Ten articles: foreign employer or own foreign company, work taking effect abroad, foreign-source income of at least B/.36,000 a year, nine months renewable once, sworn statement not to accept work or business in Panama; no income-tax provision

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

Boquete is served by one airport.

Airport	Nonstop destinations	International	From US airports
DAVEnrique Malek International Airport	2	0	0

Wikipedia airport pages as of 2026-07: seasonal routes included, charters and announced-but-not-started routes excluded.

What is the weather like through the year?

Comfortable months by our rule: Feb–Apr. Rank cities for Mar–May →

Month	Jan	Feb	Mar	Apr	May	Jun	Jul	Aug	Sep	Oct	Nov	Dec
Mean °F	71	72	73	74	74	74	73	73	73	73	72	72
Rain in	3.4	1.9	2.5	4.5	11	9.4	11.1	10.1	8.7	11.1	12.2	5.8
Humidity %	87	82	79	81	88	91	92	91	90	91	92	90

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 Boquete?

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	$518	$1,352	The basis of the monthly cost and the cost score.
One-bedroom in the centre	$782	$1,616	The monthly total with the central rent swapped in.
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

David (Panama) Panama · 58.9
Compare with Boquete →
Pedasí Panama · 58.9
Compare with Boquete →
Bocas del Toro Panama · 60.5
Compare with Boquete →
Cajamarca Peru · 53.8
Compare with Boquete →
Panama City Panama · 59.1
Compare with Boquete →

Also in Latin America: Acapulco, Aguascalientes, Americana, Antigua Guatemala, Antofagasta, Arequipa

Ready to see Boquete 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 Boquete →

Opens on navoy.io.

The vibe

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

Mixed · 60Boquete draws affection for its climate, walkability and restaurants, but comments warn of rising prices, heavy expat concentration, thin groceries, rain and tax confusion.

People praise

climate
walkability
restaurants
nature and hikes
friendly community
amenities like golf and clubs

People warn about

rising prices
heavy expat concentration
limited groceries
rain
limited transport without a car
boredom for some
tax confusion

Former residents miss it and found it lovely for years
Some find it too expat-heavy to blend into local culture
Prices have climbed noticeably as foreign interest grew
Limited groceries mean buying online or driving to David
Good fit for retirees wanting a walkable mountain town

Read from 8 videos, 40 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 Boquete as a digital nomad?: A single person typically spends about $1,352 per month in Boquete, renting a one-bedroom outside the centre (about $518). A central one-bedroom costs about $782, which brings the total to roughly $1,616. That is a 60/100 cost score, where 100 is the cheapest city in the dataset.
Is Boquete safe for digital nomads?: Boquete scores 48/100 on safety. Panama records 12.78 homicides per 100,000 people per year (WHO, 2024) and a political-stability score of 69.9/100 (World Bank WGI). Both figures are national, so neighbourhood-level risk can differ.
Does Panama have a digital nomad visa?: Yes. Panama offers the Short-stay visa for remote workers with a minimum income of about $3,000 per month. Verify current rules with the issuing authority before applying. Full guide: https://nostos.navoy.io/visas/panama
How fast is the internet in Boquete?: Measured median download speed in Boquete was 42.3 Mbps (upload 9.9 Mbps) across 14,748 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 Boquete?: Yes. Starlink's availability map lists residential service as available in Panama (checked 2026-10), so a dish can serve as a backup line in Boquete. Check the exact address on starlink.com before ordering, since capacity varies by area.
Which airports serve Boquete and how many nonstop flights are there?: Boquete is served by Enrique Malek International Airport (DAV) with 2 nonstop destinations, of which 0 are international. 0 US airports have a nonstop link. Source: Wikipedia, 2026-07.
When is the best time of year to be in Boquete?: The most comfortable months are Feb, Mar, Apr. Mean temperatures range from 71°F (22°C) in Jan to 74°F (23°C) in Apr (NASA POWER 2001–2020 climatology).
Boquete or David (Panama): which is better for digital nomads?: David (Panama) is the city with the closest factor profile to Boquete 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 2026.11.3, published 2026-11-10. 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.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).
3.2026 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.
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.Nostos long-stay visa guides, Navoy. CC BY 4.0. Retrieved 2026-10-04. One record per country in data/manual/visas/<iso2>.json, compiled into data/visa-guides.json. Each guide lists the official government pages it was compiled from with retrieval dates. A guide's `verification` field is set only when a named person has re-read every source; until then pages say the guide is not yet reviewed by a person.
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