Cookies help us display personalized product recommendations and ensure you have great shopping experience.

By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
SmartData CollectiveSmartData Collective
  • Analytics
    AnalyticsShow More
    data analytics
    How Data Analytics Can Help You Construct A Financial Weather Map
    4 Min Read
    financial analytics
    Financial Analytics Shows The Hidden Cost Of Not Switching Systems
    4 Min Read
    warehouse accidents
    Data Analytics and the Future of Warehouse Safety
    10 Min Read
    stock investing and data analytics
    How Data Analytics Supports Smarter Stock Trading Strategies
    4 Min Read
    predictive analytics risk management
    How Predictive Analytics Is Redefining Risk Management Across Industries
    7 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
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.

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.

More Read

Want to Disprove a CEO’s Wishful Thinking? Use Analytics.
Are You an Analytics Champion? Prove It!
Dr Gates was right, or how I learned to stop worrying and love the spam
Is Big Data the Silver Bullet for Advanced Supply Chain Analytics?
Is this data alive through deep learning and intelligence?

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

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

data analytics
How Data Analytics Can Help You Construct A Financial Weather Map
Analytics Exclusive Infographic
AI use in payment methods
AI Shows How Payment Delays Disrupt Your Business
Artificial Intelligence Exclusive Infographic
financial analytics
Financial Analytics Shows The Hidden Cost Of Not Switching Systems
Analytics Exclusive Infographic
multi model ai
How Teams Using Multi-Model AI Reduced Risk Without Slowing Innovation
Artificial Intelligence Exclusive

Stay Connected

1.2KFollowersLike
33.7KFollowersFollow
222FollowersPin

You Might also Like

In-Memory Analytics and the Future of Business From Booz & Co.

3 Min Read

Means and Proportions with two populations

7 Min Read
predictive analytics for amazon pricing
Predictive Analytics

Using Predictive Analytics to Get the Best Deals on Amazon

8 Min Read

Skype Answering Machine

1 Min Read

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

AI chatbots
AI Chatbots Can Help Retailers Convert Live Broadcast Viewers into Sales!
Chatbots
ai in ecommerce
Artificial Intelligence for eCommerce: A Closer Look
Artificial Intelligence

Quick Link

  • About
  • Contact
  • Privacy
Follow US
© 2008-25 SmartData Collective. All Rights Reserved.
Go to mobile version
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?