user needs
DESCRIPTION
User Needs. Alan Smith OBE ONS Data Visualisation Centre, United Kingdom @theboysmithy. First, a little look at big data. 12 billion. The Big Data challenge. Back to user needs. User needs are not new. 1801. Societal challenges. - PowerPoint PPT PresentationTRANSCRIPT
Numeracy and statistical literacy
“I phoned Camelot and they fobbed me off with some story that -6 is
higher, not lower, than -8, but I’m not having it”
Tina Farrel, 23, Manchester
Numbers about people not liking numbers
In England, there is a ‘Skills for Life’ Survey, measuring levels of numeracy, literacy and IT skills in the working age population
In 2003, 46.9% of working age adults in England lacked
Level 1 numeracy skills.
In 2011, 49.1%of working age adults in England lacked
Level 1 numeracy skills.
The Data Mountains
• The global data supply reached 2.8 zettabytes (ZB) in 2012 (IDC Digital Universe study)
• 90% of the data in the world today has been created in the last two years alone (IBM)
• From now until 2020, the digital universe will about double every two years (IDC).
• From 2005 to 2020, the digital universe will grow by a factor of 300, from 130 exabytes to 40,000 exabytes, or 40 trillion gigabytes (more than 5,200 gigabytes for every man, woman, and child in 2020)(IDC).
Understand the implications
scaling is a statistical control
the remaining distanceto female domination
A cautionary story
• I conducted a survey which asked respondents just one closed question:
Q. Are you happy with the customer service you received today?
A. YES/NO
RESULTS:
85% said YES
15% said NO
Survey Results: 85% YES15% NO
TOTAL pixels: 76,523pixels ‘NO’: 11,579
=15%
TOTAL pixels: 61,621pixels ‘NO’: 7,557
TOTAL pixels: 29,002pixels ‘NO’: 2,154
=12% =7%
Bateman et al
“...people‘s accuracy in describing the embellished charts was no worse than for plain charts, and that their recall after a two-to-three-week gap was significantly better.”
“Although we are cautious about recommending that all charts be
produced in this style, our results question some of the
premises of the minimalist approach to chart design.