Skip to Content
Uncategorized

The Evolution of English Words and Phrases Since 1520

The digitisation of the world’s books reveals how the popularity of English words and phrases has evolved since the 16th century. And the Top 100 lists for each year are now free to browse online

The digitisation of the world’s books reveals how the popularity of English words and phrases has evolved since the 16th century. And the database is now freely browsable online

Last year, the Google Books team released some 4 per cent of all the books ever written as a corpus of digitised text, an event that has triggered something of a revolution in the study of trends in human thought. The corpus consists of 5 million books and over 500 billion words (361 billion in English) dating from the 1500s to the present day.

In a single stroke, this data gives researchers a way to examine a whole range of hitherto inaccessible phenomena. Since then a steady stream of new results has emerged on everything from the evolution of grammar and the adoption of technology to the pursuit of fame and the role of censorship.

Today, Matjaz Perc at the University of Maribor in Slovenia uses this data to examine the evolution of the most common English words and phrases since 1520. 

As expected, the results show various power laws at play. Power laws are thought to arise in social systems because of a phenomenon of self-organisation called preferential attachment.

This is the idea that in a network, a node with more connections is likely to attract more connections in future. That’s why it is also known the rich-get-richer effect or the Matthew effect (a biblical reference).

So it’s really no surprise that the popularity of words and phrases over time follows a similar law, given that the spread of language can be modelled by a network model.

What’s interesting about Perc’s work, however, is that he’s published the results on his website at http://www.matjazperc.com/ngrams/evolution.html.

Here you can see lists of the top 100 most popular 1, 2, 3, 4 and 5-word phrases for each year of data from 1520 until 2008.

It makes for fascinating browsing.  For example, the most popular 5-word phrase in 1520, the first year for which data is available, is “the pope and his followers”. In 2008, the last year for which data is available, it is “at the end of the”. 

Worth a look if you have a few minutes to spare.

Ref: arxiv.org/abs/1212.1709: Evolution Of The Most Common English Words And Phrases Over The Centuries

Deep Dive

Uncategorized

Uber Autonomous Vehicles parked in a lot
Uber Autonomous Vehicles parked in a lot

It will soon be easy for self-driving cars to hide in plain sight. We shouldn’t let them.

If they ever hit our roads for real, other drivers need to know exactly what they are.

stock art of market data
stock art of market data

Maximize business value with data-driven strategies

Every organization is now collecting data, but few are truly data driven. Here are five ways data can transform your business.

Cryptocurrency fuels new business opportunities

As adoption of digital assets accelerates, companies are investing in innovative products and services.

Mifiprex pill
Mifiprex pill

Where to get abortion pills and how to use them

New US restrictions could turn abortion into do-it-yourself medicine, but there might be legal risks.

Stay connected

Illustration by Rose WongIllustration by Rose Wong

Get the latest updates from
MIT Technology Review

Discover special offers, top stories, upcoming events, and more.

Thank you for submitting your email!

Explore more newsletters

It looks like something went wrong.

We’re having trouble saving your preferences. Try refreshing this page and updating them one more time. If you continue to get this message, reach out to us at customer-service@technologyreview.com with a list of newsletters you’d like to receive.