Sold by: Yelp
Deployed on AWS
This trial data set provides 5 year historical business data for 100 restaurants in Miami from 2018-2023. You can use the sample to understand how these businesses evolve in the 5 years. If you want more data to analyze trends for a neighborhood, a city, or a business category, please contact our sales team.
Overview
Leverage Yelp’s Rich First-Party Data to Generate Business Intelligence. This listing contains business attributes, including business names, address, category, hours, ratings and reviews.
This trial data set provides 5 year historical business data for 100 restaurants in Miami from 2018-2023. You can use the sample to understand how these businesses evolve in the 5 years. If you want more data to analyze trends for a neighborhood, a city, or a business category, please contact AWSDataLicensing@yelp.com .
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 8M+ updates every month in the U.S. and Canada
- Comprehensive - 11M licensable locations with 265M cumulative reviews in the US and Canada
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 connects people with great local businesses website
Details
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Pricing
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.
Legal
Vendor terms and conditions
Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA) .
Content disclaimer
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
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
You will receive access to the following data sets.
Data set name | Type | Historical revisions | Future revisions | Sensitive information | Data dictionaries | Data samples |
|---|---|---|---|---|---|---|
Yelp Local Business Attributes Analytic and Modelling Free Sample - 5 Year Snapshots | Last 1 revisions | All future revisions | Not included | Not included |
Resources
Vendor resources
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This sample dataset has intel data products for 100 restaurants in Miami, and more than 1000 columns for each location. It includes all the business attributes and also our unique intel products such as is_franchise, parent ownership, year to year growth rate, online popularity score, that can power sales intel, market intel and use intel use cases.
This sample dataset has intel data products for 100 restaurants in Miami, and more than 1000 columns for each location. It includes all the business attributes and also our unique intel products such as is_franchise, parent ownership, year to year growth rate, online popularity score, that can power sales intel, market intel and use intel use cases.
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