Pricing

from $5.00 / 1,000 results

Numbeo Cost of Living Scraper

Scrape cost of living data from Numbeo.com. Get prices for groceries, restaurants, transportation, utilities, rent, and quality of life indices for cities worldwide.

Pricing

from $5.00 / 1,000 results

Rating

0.0

(0)

Developer

lulz bot

Actor stats

Bookmarked

Total users

Monthly active users

3 days ago

Last modified

Features

Detailed price data — restaurant meals, groceries, transportation, utilities, rent, clothing, and more
Cost indices — cost of living index, rent index, groceries index, restaurant price index, purchasing power
Global rankings — scrape the full city ranking table with all indices
Quality of life — optional safety, healthcare, pollution, climate, and traffic indices
Quick highlights — key prices (meal costs, rent, salary) extracted for easy comparison

Input

Field	Type	Description
`cities`	string[]	City names with hyphens (e.g., "New-York", "London", "Tokyo")
`scrapeRankings`	boolean	Scrape global rankings table (default: false)
`scrapeQualityOfLife`	boolean	Also scrape quality of life data (default: false)
`maxResults`	number	Max total results (default: 50)

Output

Each city includes:

{
    "city": "New York, NY",
    "country": "United States",
    "costOfLivingIndex": 100,
    "rentIndex": 82.5,
    "highlights": {
        "mealInexpensive": 25.00,
        "mealMidRange": 120.00,
        "cappuccino": 5.50,
        "apartment1brCenter": 3500.00,
        "averageSalary": 6500.00
    },
    "pricesByCategory": {
        "Restaurants": [
            { "item": "Meal at an Inexpensive Restaurant", "price": 25, "range": { "low": 15, "high": 35 } }
        ],
        "Markets": [...],
        "Transportation": [...],
        "Rent Per Month": [...]
    }
}

Use Cases

Relocation planning — compare living costs between cities
Salary benchmarking — understand local purchasing power
Market research — analyze consumer spending patterns globally
Digital nomad tools — help remote workers choose affordable cities

Pricing

This actor uses pay-per-event pricing at $0.005 per result scraped.

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