Airbnb Scraper

What is Airbnb Scraper?

An Airbnb Scraper is a tool that allows you to collect data from Airbnb listings automatically. It’s perfect for anyone who needs detailed information about properties, such as hotels, apartments, or vacation homes.

In this example, we’ll demonstrate how you can scrape a list of hotels in Kuta, Bali, including their prices, ratings, and availability.

What Data Can Be Scraped from Airbnb?

Using an Airbnb scraper, you can collect various details about properties. For hotels in Kuta, Bali, the data you can scrape includes:

• Property Type: For example, “Hotel” or “Villa.”
• Name: The name of the hotel or property.
• Beds: The number of beds available.
• Price Per Night: The nightly cost to stay at the property.
• Original Price: The standard rate before any discounts.
• Average Rating: The guest rating for the property (e.g., 4.67).
• Number of Reviews: How many guests have reviewed the property.
• Availability Dates: Specific dates the property is available.
• Cancellation Policy: Details about whether the booking is refundable.

This data is invaluable for travelers, real estate researchers, and businesses planning to analyze property trends.

How Do I Get Started?

Even if you're new to web scraping, this ScrapeGPT makes it easy to start collecting server data. Just follow these simple steps to get started:

1. Create your account on MrScraper.
2. Select “New ScrapeGPT” from the homepage and enter the URL you wish to scrape, in this case, we use “https://disboard.org/servers/category/technology”.
3. Wait for ScrapeGPT to process the page.
4. Type a prompt like “Get all the data” and let MrScraper do the work.
5. Choose your download format, JSON or CSV, and retrieve your data.

Input Url

Airbnb Listings in Kut

Sample Output

Scraped data can be easily exported in formats like JSON or CSV. Here’s a sample of the data you might get when scraping hotels in Kuta, Bali:

Sample Output (JSON)

[
    {
        "property_type": "Hotel",
        "name": "The Niche Bali Hotel",
        "beds": 2,
        "price_per_night": 31,
        "original_price": 37,
        "average_rating": 4.67,
        "number_of_reviews": 621,
        "availability_dates": "Dec 18 - 23",
        "cancellation_policy": "Free cancellation"
    },
    {
        "property_type": "Hotel",
        "name": "Luxurious Balinese Deluxe @ Suka Beach Inn",
        "beds": 2,
        "price_per_night": 55,
        "original_price": 67,
        "average_rating": 4.71,
        "number_of_reviews": 333,
        "availability_dates": "Jan 2 - 7",
        "cancellation_policy": "Free cancellation"
    },
    {
        "property_type": "Bed and Breakfast",
        "name": "O.Serendipity Rm10 (L1)",
        "beds": 1,
        "price_per_night": 78,
        "average_rating": 4.95,
        "number_of_reviews": 20,
        "availability_dates": "Jan 13 - 18",
        "cancellation_policy": "Free cancellation"
    },
    {
        "property_type": "Home",
        "name": "New listing Promo,3BR,Private pool and Projector",
        "beds": 3,
        "price_per_night": 143,
        "average_rating": 5,
        "number_of_reviews": 10,
        "availability_dates": "Jan 30 - Feb 4",
        "cancellation_policy": "Free cancellation"
    },
    {
        "property_type": "Villa",
        "name": "Mediterania Villa@Central Kuta,walk 2 Sunset road",
        "beds": 2,
        "price_per_night": 118,
        "average_rating": 4.94,
        "number_of_reviews": 17,
        "availability_dates": "Jan 6 - 11",
        "cancellation_policy": "Free cancellation"
    }
]

Sample Output (CSV)

Is it Legal to Scrape Data from Airbnb?

While scraping public data isn’t always illegal, it may violate Airbnb’s Terms of Service (ToS), which generally forbid unauthorized scraping.

To ensure compliance:

• Review Airbnb’s ToS: Understand the platform’s rules before scraping.
• Focus on Public Data: Avoid collecting sensitive or personal information.
• Consider APIs: If available, use official APIs for data access.

Always use scraped data ethically and legally to avoid potential issues.