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interfaces for big data visualization

                           jonathan stray
                         overview project
                        associated press
Ben Fry,
Computational Information Design
visualization extends perception
“Visualization allows people to offload
cognition to the perceptual system, using
carefully designed images as a form of
external memory.

The human visual system is a very high-
bandwidth channel to the brain, Tamara Munzner
                                with a
significant amount of processing occurring in
parallel and at the pre-conscious level.”
a visualization
turns something you want to find
   into something you can see
clusters     outliers




extents    correlations
work with human perception
work with human senses
work with human memory
work with human cognition
you have never seen a violin.




perception involves interactively
   directing narrow attention
don’t show it all.
(you can’t anyway)
filter
summarize
categories =
               “distance metric” +
               clustering algorithm
d(x,   y) ≥ 0
d(x,   x) = 0
d(x,   y) = d(y, x)
d(x,   z) ≤ d(x, y) + d(y, z)

                                        k-means
                                       single link
                                      hierachical
annotate
snapshots    tags




  notes     history
demo

the overview project
  overview.ap.org
the world does not spring
  magically into our heads.

    neither does big data.

Interface extends perception. thanks
                      @jonathanstray

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