We use cookies, including third-party cookies from Google to serve personalized ads through AdSense, to operate this site and understand how it is used. By continuing to browse, you accept this use. See our Privacy Policy and Terms of Use for details, including how to opt out of personalized advertising.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    Flat editorial illustration: The article contrasts passive follower totals with a behavioral path from attention and trust to cli
    Creator Analytics Beyond Follower Count: Seven Metrics That Measure Audience Behavior
    11 Min Read
    Flat editorial illustration: The article connects AI and marketing analytics with managerial judgment grounded in consumer behavi
    How an Online MBA in Marketing Connects AI and Data Analytics
    11 Min Read
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers -- AI-generated illustration
    What Kind of Problem-Solving Distinguishes Data Analysts From Software Engineers
    7 Min Read
    chatgpt image jul 21, 2026, 04 34 30 pm
    4 Core Benefits of Predictive Maintenance after Vibration Analysis
    10 Min Read
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results -- AI-generated illustration
    How Does Data Mining Boost Customer Satisfaction in Logistics? Harnessing Analytics for Results
    11 Min Read
  • Big Data
  • BI
  • Exclusive
  • IT
  • Marketing
  • Software
Search
© 2008-25 SmartData Collective. All Rights Reserved.
Reading: The Average Hotel Does Not Get The Average Rating
Share
Notification
Font ResizerAa
SmartData CollectiveSmartData Collective
Font ResizerAa
Search
  • About
  • Help
  • Privacy
Follow US
© 2008-23 SmartData Collective. All Rights Reserved.
SmartData Collective > Big Data > Data Mining > The Average Hotel Does Not Get The Average Rating
AnalyticsData Mining

The Average Hotel Does Not Get The Average Rating

MichaelBerry
MichaelBerry
3 Min Read
The Average Hotel Does Not Get The Average Rating
Illustrative image generated with OpenAI gpt-image-1.
SHARE

The millions of travelers who review hotels, restaurants, and other attractions on TripAdvisor also supply a numeric rating by clicking one of five circles ranging from 1 for “terrible” to 5 for “excellent.” On the whole, travelers are pretty kind.The average review rating for hotels and other lodgings is over 3.9. The median score is 4 and since that middle review is lost somewhere in a huge pile of 4-ratings, well over half of hotel reviews give a 4 or 5 rating.

So with such kind reviewers, most hotels must have a rating over 4 and hoteliers must all love us, right? Actually, no. The average of all hotel ratings is 3.6. Here’s why: some large, frequently-reviewed hotels have thousands of reviews. It is hardly surprising that the Bellagio in Las Vegas has about 250 times more reviews than say, the Cambridge Gateway Inn, an unloved motel in Cambridge, Massachusetts. It may or may not be surprising that these oft-reviewed properties tend to be well-liked by our reviewers. Surprising or not, it’s true: the hotels with the most reviews have a higher average rating than the long tail of hotels, motels, B&Bs, and Inns with only a handful of reviews each.

The chart compares the distribution of user review scores with the distribution of hotel average scores.

For the curious, here are the top 10 hotels on TripAdvisor by number of reviews:

More Read

Game-Changing Real-time Uses for Apache Spark
Game-Changing Real-time Uses for Apache Spark
Twitter Consistently Valuable for Analytics Initiatives
Lifting Up: How Big Data Can Help Eliminate Poverty
AQuA – Audio Quality Analyzer is now available for download!
Predictive Analytics Q&A with Tom Davenport
Luxor Las Vegas
Majestic Colonial Punta Cana
Bellagio Las Vegas
MGM Grand Hotel and Casino
Excellence Punta Cana
Flamingo Hotel & Casino
Venetian Resort Hotel Casino
Hotel Pennsylvania New York
Excalibur Hotel & Casino
Treasure Island – TI Hotel & Casino
Not all of these are beloved by TripAdvisor users. The Hotel Pennsylvania drags the average down since it receives more ones than any other score. Despite that, as a group these hotels have a higher than average score. The moral of the story is that you can’t extrapolate from one level of aggregation to another without knowing how much weight to give each unit. In the last US presidential election, the average state voted Republican, but the average voter voted Democrat.
Share This Article
Facebook Pinterest LinkedIn
Share

Follow us on Facebook

Latest News

Flat editorial illustration: The article contrasts passive follower totals with a behavioral path from attention and trust to cli
Creator Analytics Beyond Follower Count: Seven Metrics That Measure Audience Behavior
Analytics Exclusive
Flat editorial illustration: The article surveys AI finance apps that analyze and explain financial information, sometimes take a
10 Financial Apps Empowered by AI: Assistants and Agents
Artificial Intelligence Exclusive Fintech
Flat editorial illustration: The article links specialist ecommerce SEO agency evaluation to joined-up organic and paid search da
Choosing an Ecommerce SEO Agency When Search Data Drives the Decision
Big Data Exclusive
Flat editorial illustration: The article’s core relationship is that restoring a refrigeration system does not establish trustwor
After the Cyberattack, Can You Trust the Machine?
Artificial Intelligence News

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

How Big Data Is Transforming Social Media Marketing
Big DataExclusiveSocial Media Analytics

How Big Data Is Transforming Social Media Marketing

8 Min Read
Why you shouldn't use JPGs for quantitative charts: a case study
Data MiningPredictive Analytics

Why you shouldn’t use JPGs for quantitative charts: a case study

3 Min Read
Big Data Analytics: Reframing Political Campaigns
AnalyticsBest PracticesCulture/LeadershipData MiningPredictive AnalyticsStatistics

Big Data Analytics: Reframing Political Campaigns

5 Min Read
Hadoop Adoption: Where Does Your Company Stand?
Analytics

Hadoop Adoption: Where Does Your Company Stand?

6 Min Read

SmartData Collective is one of the largest & trusted community covering technical content about Big Data, BI, Cloud, Analytics, Artificial Intelligence, IoT & more.

Chatbots and SEO: How Can Chatbots Improve Your SEO Ranking?
Chatbots and SEO: How Can Chatbots Improve Your SEO Ranking?
Artificial Intelligence Chatbots Exclusive
ai chatbot
How AI Website Chatbots Improve Customer Support and Lead Generation
Chatbots Exclusive

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-26 SmartData Collective. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?