Yelp Data Extractor

What is Yelp Data Extractor?

A Yelp Data Extractor is a tool or software that automates the process of gathering business information directly from Yelp's website. Whether you’re researching competitors, analyzing industry trends, or generating leads, this tool can save you countless hours by collecting structured data in just a few clicks.

With a reliable Yelp Data Extractor, you can bypass manual data entry and focus on actionable insights to grow your business.

What Data Can Be Scraped from Yelp?

Here are some examples of the types of data you can extract:

• Business Name: The name of the business as listed on Yelp.
• Ratings: Average ratings from customer reviews.
• Number of Reviews: Total number of reviews received by the business.
• Specialties: A list of services or specialties offered.
• Address: The business’s full address for location-specific analysis.
• Contact Information: Phone numbers or email addresses (if available).
• Operating Hours: Business hours to understand availability.
• Links to Reviews: Direct links to customer reviews for deeper insights.

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://www.yelp.com/search?find_desc=dentist&find_loc=Los+Angeles%2C+CA”.
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

Top-Rated Dentists in Los Angeles, CA

Sample Output

MrScraper delivers scraped data in both JSON and CSV formats. These formats are compatible with various analytical tools, making it easier to process, share, and utilize the data effectively.

Sample Output (JSON)

[
    {
        "dentist_name": "Encino Cosmetic & Dental Implants",
        "rating": 5,
        "number_of_reviews": 87,
        "specialties": [
            "General Dentistry",
            "Cosmetic Dentists",
            "Endodontists"
    },
        "address": "16500 Ventura Blvd., Ste 150 Encino, CA 91436",
        "contact_information": "",
        "operating_hours": "Closed until 9:00 AM tomorrow",
        "link_to_reviews": "[read more](https://www.yelp.com/biz/encino-cosmetic-and-dental-implants-encino)"
    },
    {
        "dentist_name": "David Esraeli, DDS",
        "rating": 4.7,
        "number_of_reviews": 78,
        "specialties": [
            "General Dentistry",
            "Cosmetic Dentists"
     },
        "address": "17651 Vanowen St, Ste A Van Nuys, CA 91406",
        "contact_information": "",
        "operating_hours": "Closed until 9:00 AM tomorrow",
        "link_to_reviews": "[read more](https://www.yelp.com/biz/david-esraeli-dds-van-nuys-3)"
    },
    {
        "dentist_name": "Saugus Dental Laser Center",
        "rating": 4.7,
        "number_of_reviews": 24,
        "specialties": [
            "Cosmetic Dentists",
            "General Dentistry"
     },
        "address": "26893-G Bouquet Canyon Rd, Santa Clarita, CA 91350",
        "contact_information": "",
        "operating_hours": "Closed until 9:00 AM tomorrow",
        "link_to_reviews": "[read more](https://www.yelp.com/biz/saugus-dental-laser-center-santa-clarita-6)"
    }
]

Sample Output (CSV)

Is it Legal to Scrape Data from Yelp?

Data scraping from public websites like Yelp exists in a legal gray area. While scraping publicly available information is generally acceptable, it’s important to:

1. Respect Yelp’s Terms of Service: Scraping in violation of their terms can lead to legal challenges.
2. Avoid Overloading Servers: Use scraping responsibly to prevent disrupting Yelp’s operations.
3. Use Data Ethically: Ensure the extracted data is used in compliance with privacy laws and regulations like GDPR or CCPA.

If you’re unsure, consult with a legal expert before implementing large-scale data scraping.

Conclusion

A Yelp Data Extractor is an essential tool for businesses and researchers looking to leverage Yelp’s extensive database. Whether you’re analyzing industry trends or finding leads like the top-rated dentists in Los Angeles, the potential applications are endless.

Want an even simpler, more powerful solution? MrScraper takes web scraping to the next level with AI-driven automation and no-code tools. Extract Yelp data effortlessly and focus on what truly matters—your insights!