Numbeo Cost of Living Scraper
Pricing
from $4.40 / 1,000 results
Numbeo Cost of Living Scraper
Scrapes Numbeo cost of living indices, country rankings, city prices, and two-city comparisons. Returns each item as a flat row for export to CSV, JSON, Excel, or XML.
Pricing
from $4.40 / 1,000 results
Rating
0.0
(0)
Developer
ParseForge
Maintained by CommunityActor stats
0
Bookmarked
19
Total users
2
Monthly active users
2 days ago
Last modified
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π Numbeo Cost of Living Scraper
π 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.
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.
| π― Target Audience | π‘ Primary Use Cases |
|---|---|
| Data analysts, digital nomads, HR/relocation managers, real estate researchers, compensation planners | Cost of living dashboards, relocation planning, salary benchmarking, destination comparison, rent tracking |
π What the Numbeo Scraper does
- ποΈ City rankings. Compare 500+ cities by cost of living, rent, groceries, restaurants, and purchasing power indices.
- π Country rankings. Compare 150+ countries using the same six standardized indices.
- π City prices. Get 55+ individual item prices for any city (meals, groceries, transport, utilities, rent).
- βοΈ City comparison. Side-by-side price comparison between any two cities worldwide.
- π Six index types. Cost of Living, Rent, CoL+Rent, Groceries, Restaurant Price, Local Purchasing Power.
- π± Local currency. Prices returned in local currency with currency symbol included.
Each record includes a scraped-at timestamp for time-series analysis.
π‘ 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.
π¬ Full Demo
π§ Coming soon: a 3-minute walkthrough.
π Output
π§Ύ Schema
Rankings mode:
| Field | Type | Example |
|---|---|---|
| π rank | integer | 1 |
| ποΈ city | string | "Zurich" |
| π country | string | "Switzerland" |
| π costOfLivingIndex | number | 131.7 |
| π rentIndex | number | 72.8 |
| π colPlusRentIndex | number | 103.3 |
| π groceriesIndex | number | 129.5 |
| π½οΈ restaurantPriceIndex | number | 138.2 |
| π° purchasingPowerIndex | number | 118.4 |
| π scrapedAt | ISO 8601 | "2026-04-08T10:00:00.000Z" |
City Prices mode:
| Field | Type | Example |
|---|---|---|
| π category | string | "Restaurants" |
| π item | string | "Meal, Inexpensive Restaurant" |
| π° price | number | 15.00 |
| π± currency | string | "$" |
| ποΈ city | string | "New-York" |
| π scrapedAt | ISO 8601 | "2026-04-08T10:00:00.000Z" |
π¦ Sample records
β¨ Why choose this Actor
| Capability | |
|---|---|
| ποΈ | 500+ cities. Global coverage with standardized indices. |
| π | 150+ countries. Country-level rankings for broad analysis. |
| π | 55+ price items. Meals, groceries, transport, utilities, rent per city. |
| βοΈ | City comparison. Side-by-side price differences between any two cities. |
| β‘ | Fast. API-based extraction, no browser needed. |
| π | 6 index types. Cost of Living, Rent, Groceries, Restaurant, Purchasing Power, and combined. |
| π« | No proxy needed. Direct access without anti-bot protections. |
π 6 standardized indices using New York City as the baseline (index = 100) for consistent global comparison.
π How it compares to alternatives
| Approach | Cost | Coverage | Modes | Data format | Setup |
|---|---|---|---|---|---|
| β Numbeo Scraper (this Actor) | $5 free credit | 500+ cities, 150+ countries | 4 modes | JSON, CSV, Excel | β‘ 2 min |
| Manual browsing | Free | One page at a time | Visual only | Copy-paste | π Hours |
| Generic web scraper | Varies | Requires custom setup | Custom | Depends | π 30+ min |
| Paid data vendors | High | Varies | API | Varies | π Varies |
π How to use
- π Sign up. Create a free account with $5 credit (takes 2 minutes).
- π Open the Actor. Go to the Numbeo Scraper page on Apify.
- π― Set input. Choose a mode (rankings, country rankings, city prices, or compare).
- π Run it. Click Start and get results in seconds.
- π₯ Download. Grab results in JSON, CSV, or Excel from the Dataset tab.
β±οΈ Total time: 2 minutes. No coding required.
πΌ Business use cases
π Beyond business use cases
Data like this powers more than commercial workflows. The same structured records support research, education, civic projects, and personal initiatives.
π€ Ask an AI assistant about this scraper
Open a ready-to-send prompt about this ParseForge actor in the AI of your choice:
- π¬ ChatGPT
- π§ Claude
- π Perplexity
- π Copilot
β Frequently Asked Questions
π Automating Numbeo Scraper
- π’ Node.js. Install the apify-client NPM package.
- π Python. Use the apify-client PyPI package.
- π See the Apify API documentation for full details.
π Integrate with any app
- Make - Automate cost of living tracking
- Zapier - Connect 5,000+ apps
- Slack - Get notifications
- Airbyte - Data pipelines
- GitHub - Trigger from commits
- Google Drive - Export to Sheets
π Recommended Actors
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π‘ Browse the complete ParseForge collection.
π Need Help? Open our contact form to request a new scraper or report an issue.
β οΈ Disclaimer: Independent tool, not affiliated with Numbeo.com or any of its subsidiaries. Only publicly available data is collected.
