How Data Visualisation Enhances
the Impact and Visibility of Science
Nikola Sander and Ramon Bauer
PAA, San Diego, April 2015
Why visualise data?
An important distinction:
1) to EXPLORE / ANALYSE a dataset
2) to COMMUNICATE results
Exploring a dataset
...using statistical indicators AND visualisation!
Anscombe's quartet:
4 datasets with almost identical statistical properties.
okay if the audience is
you and your co-authors
Communicating results effectively...
- ...is a matter of substance, of statistics, and design
- ...consists of complex ideas communicated with clarity, precision and efficiency
- ...gives the viewer the greatest insight in the shortest time with the least ink
Edward Tufte, 2001
Remixing Rosling, by Moritz Stefaner
Can you spot the reindeer?
Audience:
peers, policy makers
and the public
Data visualisation for science communication
“Scientists must learn to communicate with the public, be willing to do so and indeed consider it their duty to do so.”
Royal Society, 1985
Effective data visualisation can...
- ...express patterns and processes better than text
- ...engage a wider audience -> increase readership
- ...bring research to the front page
- ...bridge the gap between science and the public
- ...sometimes even increase a paper's chances of acceptance
Science communication through data visualisation requires...
- ...excellent research
- ...open access peer-reviewed publication
- ...awareness of what is a good visualisation
- ...understanding that it's not a gimmick or luxury
- ...time and skills
Rapid development of open-source tools!
Data visualisation requires a range of skills.
-> Teamwork!
Idea, design & implementation:
Nikola Sander and Ramon Bauer
d3.js coding: Null2 Berlin
Data: Guy J Abel
Web design: Elvira Stein
Financial support: Vienna Institute of Demography
Where it all began:
global international migration flows
196*196*4
Traditional migration flow map.
Guy Abel & Nikola Sander.
Published in Science on 28March 2014; Vol 343: 1520-1522.
Global migration flows stable at 0.6% of world population
More than 0.5 million visits since March 2014
Impact in:
- Science
- Policy
- Media/Public
- Education
Feedback via Twitter
"Fantastic visualization of global migration data. I'm on there if you zoom in a lot."
"#SomeoneTellMarineLePen African migrants aren't invading us, and here's the data to prove it."
Introduced to school curriculum in the German state of North Rhine-Westphalia
Wishlist for the future
- growing awareness that academic publishing is
"The Most Profitable Obsolete Technology in History" (Elsevier has higher operating profits than Apple)
- more incentives for science communication
- better institutional support
- more collaboration with coders and designers