🌍 Numbeo Cost of Living Scraper

Collect cost of living data from Numbeo.com without coding. This scraper extracts city rankings, country rankings, individual city prices, and city-to-city comparisons, making it perfect for researchers analyzing global living costs, digital nomads comparing destinations, or businesses benchmarking employee relocation packages.

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.

✨ What Does It Do

• 🏙️ 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
• 🛒 City Prices - Get 55+ individual item prices for any city (meals, groceries, transport, utilities, rent)
• ⚖️ City Comparison - Side-by-side price comparison between any two cities worldwide
• 📊 Six Index Types - Cost of Living, Rent, CoL+Rent, Groceries, Restaurant Price, Local Purchasing Power
• 💱 Local Currency - Prices returned in local currency with currency symbol included
• 📅 Timestamp - Every record includes a scraped-at timestamp for time-series analysis

🔧 Input

• Mode - Choose between city rankings, country rankings, city prices, or city comparison
• City - City name for prices mode (e.g. "New-York", "London", "Tokyo")
• City 1 / City 2 - Two cities for comparison mode
• Country 1 / Country 2 - Countries for comparison mode
• Max Items - How many results to collect per run

Example input (city rankings):

{
  "mode": "rankings",
  "maxItems": 10
}

Example input (city prices):

{
  "mode": "cityPrices",
  "city": "New-York",
  "maxItems": 10
}

Example input (compare):

{
  "mode": "compare",
  "city1": "New-York",
  "country1": "United-States",
  "city2": "London",
  "country2": "United-Kingdom",
  "maxItems": 10
}

📊 Output

Each result includes structured cost of living data. Download as JSON, CSV, or Excel.

Rankings mode:

🏅 Rank	🏙️ City	🌍 Country
📊 Cost of Living Index	🏠 Rent Index	📊 CoL + Rent Index
🛒 Groceries Index	🍽️ Restaurant Price Index	💰 Purchasing Power Index
⏰ Scraped At

City Prices mode:

📂 Category	🛒 Item	💰 Price
💱 Currency	🏙️ City	⏰ Scraped At

💎 Why Choose the Numbeo Cost of Living Scraper?

Feature	Our Actor
Fast API-based extraction (no browser needed)	✔️
4 scraping modes (rankings, country, prices, compare)	✔️
500+ cities and 150+ countries covered	✔️
55+ individual price items per city	✔️
CSV, Excel, and JSON export	✔️
No proxy required - direct access	✔️
Support for large-scale collection (1 million+ items)	✔️
Scrape timestamp for time-series tracking	✔️

📋 How to Use

No technical skills required. Follow these simple steps:

1. Sign Up - Create a free account with $5 credit
2. Find the Tool - Search for "Numbeo Cost of Living Scraper" in the Apify Store and select your mode
3. Run It - Click "Start" and watch your results appear

That's it. No coding, no setup needed. Export your data in CSV, Excel, or JSON format.

🎯 Business Use Cases

• 📊 Data Analyst - Build monthly cost of living dashboards tracking 500+ cities to publish relocation guides and salary benchmarks
• 🌍 Digital Nomad Planner - Compare living costs across destinations to find the best value cities for remote work
• 💼 HR / Relocation Manager - Generate side-by-side cost comparisons for employee relocation packages and salary adjustments
• 🏢 Real Estate Researcher - Track rent indices across global markets to identify investment opportunities

❓ FAQ

🔍 How does this scraper work? The scraper fetches publicly available data from Numbeo.com and parses the HTML tables to extract structured cost of living data. No browser automation needed - pure HTTP requests for fast and reliable results.

📊 What indices are available? Numbeo provides six indices: Cost of Living (excl. rent), Rent, Cost of Living + Rent, Groceries, Restaurant Price, and Local Purchasing Power. All indices use New York City as the baseline (index = 100).

🏙️ What cities are available? Numbeo covers 500+ cities worldwide. Use the rankings mode first to see all available cities, then use cityPrices mode with the exact city name from the rankings.

📅 Can I schedule this to run automatically? Yes. Use the Apify scheduler to run this actor on a daily, weekly, or monthly basis. You can also integrate it with Make, Zapier, or GitHub Actions for automated cost of living tracking.

⚖️ Is scraping Numbeo allowed? Numbeo is a publicly accessible website. You are collecting publicly visible data. Always review the site terms of service and ensure your use case complies with local laws and regulations.

🛡️ Will Numbeo block me? Numbeo has no significant anti-bot protection. The scraper uses standard HTTP requests and works without proxies.

⚡ How long does a run take? A rankings run collecting all 500+ cities takes a few seconds. City prices for a single city takes under 2 seconds. Compare mode also completes in under 2 seconds.

⚠️ Are there any limits? Free users get up to 10 items. Paid users can collect up to 1,000,000 results.

🔗 Integrate Numbeo Cost of Living Scraper with any app

• Make - Automate workflows
• Zapier - Connect 5000+ apps
• GitHub - Version control integration
• Slack - Get notifications
• Airbyte - Data pipelines
• Google Drive - Export to spreadsheets

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🚀 Ready to Start?

Create a free account with $5 credit and collect your first 100 results for free. No coding, no setup.

🆘 Need Help?

• Check the FAQ section above for common questions
• Visit the Apify support page for documentation and tutorials
• Contact us to request a new scraper, propose a custom project, or report an issue at Tally contact form

⚠️ Disclaimer

This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Numbeo.com or any of its subsidiaries. All trademarks mentioned are the property of their respective owners.