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URL: https://apify.com/parseforge/numbeo-scraper

⇱ Numbeo Scraper - Cost of Living by City Β· Apify


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Numbeo Cost of Living Scraper

Scrape cost of living data from Numbeo for 539+ cities and 155 countries. Get price indices, individual item prices, and city comparisons. Covers rent, groceries, restaurants, transport, and utilities. Perfect for relocation research and market analysis.

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from $4.40 / 1,000 results

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πŸ‘ ParseForge

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🌍 Numbeo Cost of Living Scraper

πŸš€ Collect cost of living data for 500+ cities and 150+ countries. Get price indices, individual item prices, and city-to-city comparisons. Covers rent, groceries, restaurants, transport, and utilities. No coding required.

πŸ•’ Last updated: 2026-04-16 Β· πŸ“Š 6 index types Β· πŸ™οΈ 500+ cities Β· 🌐 150+ countries Β· πŸ›’ 55+ price items per city

The Numbeo Cost of Living Scraper collects living cost indices for 500+ cities and 150+ countries, plus detailed prices for 55+ everyday items in any city worldwide. It supports four scraping modes: city rankings, country rankings, city prices, and city-to-city comparisons.

Whether you are a researcher analyzing global living costs, a digital nomad comparing destinations, or a business benchmarking employee relocation packages, this tool delivers structured cost of living data ready for analysis.

🎯 Target AudienceπŸ’‘ Primary Use Cases
Data analysts, digital nomads, HR/relocation managers, real estate researchers, compensation plannersCost of living dashboards, relocation planning, salary benchmarking, destination comparison, rent tracking

πŸ“‹ What the Numbeo Scraper does

  • πŸ™οΈ City rankings. Compare 500+ cities by cost of living, rent, groceries, restaurants, and purchasing power indices.
  • 🌐 Country rankings. Compare 150+ countries using the same six standardized indices.
  • πŸ›’ City prices. Get 55+ individual item prices for any city (meals, groceries, transport, utilities, rent).
  • βš–οΈ City comparison. Side-by-side price comparison between any two cities worldwide.
  • πŸ“Š Six index types. Cost of Living, Rent, CoL+Rent, Groceries, Restaurant Price, Local Purchasing Power.
  • πŸ’± Local currency. Prices returned in local currency with currency symbol included.

Each record includes a scraped-at timestamp for time-series analysis.

πŸ’‘ Why it matters: manually comparing living costs across dozens of cities and countries means browsing scattered data tables one at a time. This Actor exports structured, indexed cost of living data in seconds.


🎬 Full Demo

🚧 Coming soon: a 3-minute walkthrough.


βš™οΈ Input

InputTypeDefaultBehavior
modestring"rankings"City Rankings, Country Rankings, City Prices, or Compare.
maxItemsinteger10Max results. Free: 10, Paid: up to 1,000,000.
citystring"New-York"City name for cityPrices mode.
city1string"New-York"First city for compare mode.
country1string"United-States"Country of first city (compare mode).
city2string"London"Second city for compare mode.
country2string"United-Kingdom"Country of second city (compare mode).

Example: global city cost of living rankings.

{
"mode":"rankings",
"maxItems":50
}

Example: individual prices in Tokyo.

{
"mode":"cityPrices",
"city":"Tokyo",
"maxItems":60
}

⚠️ Good to Know: Free users are limited to 10 items per run. City names use the URL-friendly format (e.g., "New-York", "Buenos-Aires", "Ho-Chi-Minh-City"). Use rankings mode first to see all available city names.


πŸ“Š Output

🧾 Schema

Rankings mode:

FieldTypeExample
πŸ… rankinteger1
πŸ™οΈ citystring"Zurich"
🌍 countrystring"Switzerland"
πŸ“Š costOfLivingIndexnumber131.7
🏠 rentIndexnumber72.8
πŸ“Š colPlusRentIndexnumber103.3
πŸ›’ groceriesIndexnumber129.5
🍽️ restaurantPriceIndexnumber138.2
πŸ’° purchasingPowerIndexnumber118.4
πŸ•’ scrapedAtISO 8601"2026-04-08T10:00:00.000Z"

City Prices mode:

FieldTypeExample
πŸ“‚ categorystring"Restaurants"
πŸ›’ itemstring"Meal, Inexpensive Restaurant"
πŸ’° pricenumber15.00
πŸ’± currencystring"$"
πŸ™οΈ citystring"New-York"
πŸ•’ scrapedAtISO 8601"2026-04-08T10:00:00.000Z"

πŸ“¦ Sample records


✨ Why choose this Actor

Capability
πŸ™οΈ500+ cities. Global coverage with standardized indices.
🌐150+ countries. Country-level rankings for broad analysis.
πŸ›’55+ price items. Meals, groceries, transport, utilities, rent per city.
βš–οΈCity comparison. Side-by-side price differences between any two cities.
⚑Fast. API-based extraction, no browser needed.
πŸ“Š6 index types. Cost of Living, Rent, Groceries, Restaurant, Purchasing Power, and combined.
🚫No proxy needed. Direct access without anti-bot protections.

πŸ“Š 6 standardized indices using New York City as the baseline (index = 100) for consistent global comparison.


πŸ“ˆ How it compares to alternatives

ApproachCostCoverageModesData formatSetup
⭐ Numbeo Scraper (this Actor)$5 free credit500+ cities, 150+ countries4 modesJSON, CSV, Excel⚑ 2 min
Manual browsingFreeOne page at a timeVisual onlyCopy-pasteπŸ•’ Hours
Generic web scraperVariesRequires custom setupCustomDependsπŸ•’ 30+ min
Paid data vendorsHighVariesAPIVariesπŸ•’ Varies

πŸš€ How to use

  1. πŸ“ Sign up. Create a free account with $5 credit (takes 2 minutes).
  2. 🌐 Open the Actor. Go to the Numbeo Scraper page on Apify.
  3. 🎯 Set input. Choose a mode (rankings, country rankings, city prices, or compare).
  4. πŸš€ Run it. Click Start and get results in seconds.
  5. πŸ“₯ Download. Grab results in JSON, CSV, or Excel from the Dataset tab.

⏱️ Total time: 2 minutes. No coding required.


πŸ’Ό Business use cases

πŸ“Š Analysis & Planning

  • Build monthly cost of living dashboards
  • Track rent indices across global markets
  • Analyze purchasing power by country
  • Compare grocery and restaurant costs

πŸ’Ό HR & Relocation

  • Generate relocation cost comparisons
  • Benchmark salaries against local living costs
  • Identify best-value cities for remote workers
  • Support compensation planning decisions


🌟 Beyond business use cases

Data like this powers more than commercial workflows. The same structured records support research, education, civic projects, and personal initiatives.

πŸŽ“ Research and academia

  • Empirical datasets for papers, thesis work, and coursework
  • Longitudinal studies tracking changes across snapshots
  • Reproducible research with cited, versioned data pulls
  • Classroom exercises on data analysis and ethical scraping

🎨 Personal and creative

  • Side projects, portfolio demos, and indie app launches
  • Data visualizations, dashboards, and infographics
  • Content research for bloggers, YouTubers, and podcasters
  • Hobbyist collections and personal trackers

🀝 Non-profit and civic

  • Transparency reporting and accountability projects
  • Advocacy campaigns backed by public-interest data
  • Community-run databases for local issues
  • Investigative journalism on public records

πŸ§ͺ Experimentation

  • Prototype AI and machine-learning pipelines with real data
  • Validate product-market hypotheses before engineering spend
  • Train small domain-specific models on niche corpora
  • Test dashboard concepts with live input

πŸ€– Ask an AI assistant about this scraper

Open a ready-to-send prompt about this ParseForge actor in the AI of your choice:

❓ Frequently Asked Questions

πŸ”Œ Automating Numbeo Scraper

  • 🟒 Node.js. Install the apify-client NPM package.
  • 🐍 Python. Use the apify-client PyPI package.
  • πŸ“š See the Apify API documentation for full details.

πŸ”Œ Integrate with any app


πŸ”— Recommended Actors

πŸ’‘ Browse the complete ParseForge collection.


πŸ†˜ Need Help? Open our contact form to request a new scraper or report an issue.


⚠️ Disclaimer: Independent tool, not affiliated with Numbeo.com or any of its subsidiaries. Only publicly available data is collected.

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