Date post: | 16-Apr-2017 |
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Data & Analytics |
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get your point across
for PLOTCON • Nov 16, 2016
the art of choosing the right visualization for your data
Mollie Pettit @MollzMPJess Freaner @jessfreaner
- iteration in action: a case study
agenda
- iterative design process
- storytelling techniques
- visualization fundamentals
- why visualize data?
why visualize data?
explore data
Same mean for x and ySame variance for x and ySame correlationSame best fit line
explore data
tell a story
Mona Chalabi mona_chalabi
visualizationfundamentals
tradeoffs
Randall Munroe - XKCD@xkcd
context matters
maps
Randall Munroe - XKCD@xkcd
maps
proxies for population density!
Randall Munroe - XKCD@xkcd
5 years of drought
John Nelson@John_M_Nelson
pie charts
Randall Munroe - XKCD@xkcd
pie charts
Randall Munroe - XKCD@xkcd
bar graphs
Randall Munroe - XKCD; @xkcd
line charts
Yes you are! And you’re sitting there! Hi, Kitty!
Randall Munroe - XKCD@xkcd
does it add anything?is it necessary?will it be missed?
revise
feedback
Randall Munroe - XKCD@xkcd
storytellingtechniques
5 years of drought
compare all medaliststhrough time
men’s 100-meter sprint
Kevin Quealy and Graham Roberts@KevinQ, @Grahaphics
simple choices
complex choice
Kevin Quealy and Graham Roberts@KevinQ, @Grahaphics
complex choice
Kevin Quealy and Graham Roberts@KevinQ, @Grahaphics
complex choice
Kevin Quealy and Graham Roberts@KevinQ, @Grahaphics
with complex stories…
Nate Cohn and Amanda Cox@Nate_Cohn, @amandacox
introduce idea
Nate Cohn and Amanda Cox@Nate_Cohn, @amandacox
Nate Cohn and Amanda Cox@Nate_Cohn, @amandacox
how do you do this?!
iterativedesignprocess
anticipate refining your solutiongenerate ideas
build prototype
iterative problem solving
evaluation
anticipate refining your solutiongenerate ideas
build prototype
iterative problem solving
evaluation
anticipate refining your solutiongenerate ideas
build prototype
iterative problem solving
evaluation
anticipate refining your solutiongenerate ideas
build prototype
iterative problem solving
evaluation
anticipate refining your solutiongenerate ideas
build prototype
iterative problem solving
evaluation
anticipate refining your solutiongenerate ideas
build prototype
iterative problem solving
evaluation
anticipate refining your solutiongenerate ideas
build prototype
iterative problem solving
evaluation
anticipate refining your solutiongenerate ideas
build prototype
iterative problem solving
evaluation
a walk throughthe process
backstory
> moveForward(100);
backstory
what is computer science?
I think you learn about computer safety.
:)
When you are a genis at electronics
:)
Using code and fixing and making computers.
:)
science on a computer
programming / coding
how computers work
how to use computers
studying computers
a website, program, or game
typing / testing
using computers to solve problems
engineering
someone good at computers
internet safetyexperiments / research / modeling
I like it!
class / learning / lessons
making apps, games, or websites
I don’t know
what’s inside a computer
brainstorm
bar charts
bar charts
bar charts
bar charts
“ribbon” bar
grouped view
programming
apps/games
VS
cell/treemap charts
cohort view
cohort view
keywords/phrases in free textword cloud
keywords/phrases in free textclusters
punctuation
emoticons
specific responses?
specific responses?
the verdict?
cohort view
like how u can control the angry birds like u make :)
Learning how computers work.:)
blurb list
like how u can control the angry birds like u make stuff move
:)
Learning how computers work.
:)
side blurbs
side blurbs
like how u can control the angry birds like u make stuff move
:)
Learning how computers work.
like how u can control the angry birds like u make stuff move
crowd blurbs
takeaways
- fundamentals / tradeoffs
- know when to follow / break them
- use context, audience, purpose to guide you
- fundamentals / tradeoffs
- iterate and be flexible
takeaways
- fundamentals / tradeoffs
- iterate and be flexible
- use context, audience, purpose to guide you
takeaways
Mollie Pettit @MollzMPJess Freaner @jessfreaner
Thanks!@DsAtweet
get your point acrossthe art of choosing the right visualization for your data