Tag Archives: Spotify

The visual challenges of big data: how The Economist turned Spotify data into a story about language

Early Visualisation from Off the Charts

In an interview with Kirstin Bunce for OJB, interactive journalist Olivia Vane explains the production process behind ‘Singing in tongues. What Spotify data show about the decline of English.

Earlier this year The Economist team published an interactive analysis delving into 5 years of Spotify’s data in 70 countries. It was a large data project that started with a scraper — by data journalist Dolly Setton, who was interested in the role of language on the platform — but getting the data was just the beginning.

“I thought it was an interesting experience at the beginning, exploring and figuring out together what was the heart of the piece,” says Olivia. “We didn’t realise what the story was going to be until sort of midway through.”

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Journalism *is* curation: tips on curation tools and techniques

Curation is a relatively new term in journalism, but the practice is as old as journalism itself. Every act of journalism is an act of curation: think of how a news report or feature selects and combines elements from a range of sources (first hand sources, background facts, first or second hand colour). Not only that: every act of publishing is, too: selecting and combining different types of content to ensure a news or content ‘mix’. 

Amazon’s Jeff Bezos’ in his talk to employees at the Washington Post said: “People will buy a package … they will not pay for a story.” Previously that package was limited to what your staff produced, and wire copy. But as more content becomes digitised, it is possible to combine more content from a wider variety of sources in a range of media – and on any one of a number of platforms.

Curation is nothing new – but it is becoming harder.

Choosing the tools

I’ve identified at least three distinct types of curation (you may think of more):

  1. Curation as distribution or relay: this is curation at the platform level: think of Twitter accounts that relay the most useful links and tweets from elsewhere. Or Tumblr blogs that pass on the best images, video and quotes. Or UsVsTh3m.
  2. Curation as aggregation or combination: seen in linkblogging and news roundups, or galleries, or news aggregators (even creating an algorithm or filter is a journalistic act of selection).
  3. Curation as filter or distillation: this often comes in the form of the list: Buzzfeed is a master of these, distilling conversations from Reddit and complementing them with images.

Buzzfeed lists

There are also a number of ways in which the journalist adds value (again, you may think of more):

  • Through illustrating (as Buzzfeed, above, does with images to liven up highlights from a text discussion)
  • Through contextualising
  • Through verification
  • Through following up

As a journalist operating online, you are both reporter and publisher, able to curate content both at the article level and that of ‘publication’ – whether that’s a Twitter stream, a Tumblr blog, or a Flipboard magazine. Here are some suggestions for tools and techniques:
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