Data Darwinism: Of Survival and Reviews


Reviews do matter, but what seems to matter more is who writes them, and the question, can they be predicted?
And it seems Airbnb is saying, "yes."

Booking an Airbnb place anywhere can be a 50-50 proposition, but it's the very unpredictability and rich individuality of each place that makes the stays (and the site) so undeniably attractive. 

In a delightful comment, GigaOm, a data science and social web site, says reviews do indeed matter more and more because we are in an age of "Data Darwinism," where "those who get the best reviews thrive."

So what did Airbnb discover? Blog post author Riley Newman reports that youngish guests and males give better reviews.

• Older hosts and female hosts get better reviews
• Earlier booking correlates  with better reviews
• Smaller groups tend to give better reviews
• Tthe best city to stay in according to positive reviews, is Tampa, Florida

Does this data matter? Should, as Om asks, Airbnb hosts begin to chose potential guests based in part on factors like gender, age, group size?

While it's true that analyzing reviews is not an exact science, or a science at all, given the role data is playing in todays travel marketing world, we suspect all sites with anything to offer will offer them to targeted those who write the best reviews.

But post author Newman does a good job in nuancing the results.


Still, we suspect the analysis will find its way quickly into targeted marketing. And why not?