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    Yelp Ratings and Full Review Text Sample - Points of Interest (POIs)

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    Sold by: Yelp 
    Deployed on AWS
    This sample contains start ratings and 20,000 full review texts from 100 restaurant listings in Miami. This data set is good for social analytics and sentiment analysis.

    Overview

    Leverage Yelp’s Rich First-Party Data to Generate Business Intelligence. This is a free trial data set, if you want to access more data, please contact AWSDataLicensing@yelp.com .

    This sample contains start ratings and 20,000 full review texts from 100 restaurant listings in Miami. This data set is good for social analytics and sentiment analysis.


    Yelp data is…

    • Trusted - 73M+ monthly unique visitors conduct 7B+ annual searches on Yelp** and rely on Yelp to make purchase decisions.
    • Up to Date - 250K+ business updates every 24 hours and 11M+ monthly location updates in the U.S. and Canada.++
    • Comprehensive - 265M cumulative reviews across 12,000 categories.+

    Use Cases

    Sales Intelligence

    • Discover New Customers: Contact newly opened and opening soon businesses across categories & geos
    • Build the Ideal Customer Profile (ICP): Understand operating behavior, including product & services offered at customer locations
    • Identify Healthy Businesses: Use page views & consumer traffic metrics as signals for high producing locations
    • Enrich CRM Data: Use Yelp as the source of truth for business details and keep data parity across internal systems

    Market Intelligence

    • Compare Performance of Client vs. Comp Set: Ingest data on full categories and geographies to benchmark performance
    • Understand Throughput: Yelp’s proprietary popularity score, rooted in consumer page views, translates to foot traffic
    • Inform Site Selection: Understand where brands are opening /closing and which services are offered in each location
    • Develop Actionable Insights: e.g., Restaurants offering curbside pick-up & delivery generate 2x revenue than those that do not.

    Risk Assessment

    • Inform AI & ML-based Underwriting: Integrate Yelp data into underwriting models to determine credit and policy risk of SMBs
    • Predict Cash Flow: Yelp’s proprietary engagement metrics are proven proxies for SMB revenue; popularity score in development
    • Understand Overall Health of a Business: Leverage Yelp’s dataset to assess a business’s ability to stay in business long term
    • Expedite Form & Application Processing: Use firmographic data from 11m POIs to pre-populate business details on prospects

    Social Analytics

    • Respond to Reviews: Social listening partners offer scalable ways for brands to respond to reviews via API
    • Perform Sentiment Analysis: Understand what consumers are saying by ingesting a location’s most recent 200 Yelp reviews
    • Analyze Historical Performance: Star rating and consumer engagement trends; roll-up views of performance across regions
    • Push Data to Yelp: Pair a Yelp Knowledge license with a Listing Management integration and push content changes to Yelp

    Additional Information

    • If you want to find out more about Yelp Knowledge offering, go to our website 

    About Your Company

    Yelp’s mission is to connect people with great businesses website 

    Details

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    Deployed on AWS
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    Pricing

    Yelp Ratings and Full Review Text Sample - Points of Interest (POIs)

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    This product is available free of charge. Free subscriptions have no end date and may be canceled any time.
    Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator  to estimate your infrastructure costs.

    Vendor refund policy

    Not applicable - product available free of charge.

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    Usage information

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    Delivery details

    AWS Data Exchange (ADX)

    AWS Data Exchange is a service that helps AWS easily share and manage data entitlements from other organizations at scale.

    Additional details

    Data sets (1)

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    You will receive access to the following data sets.

    Data set name
    Type
    Historical revisions
    Future revisions
    Sensitive information
    Data dictionaries
    Data samples
    Intel & Review Sample
    Last 1 revisions
    All future revisions
    Not included
    Not included

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