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Phrasing
communicating data science through
gifs, tweets, & classic misdirection
Mara Averick
tidyverse developer advocate
@dataandme
h t t p : // b i t . l y /p h r a s i n g - d s
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r s t u d i o : : c o n f
Phrasing
communicating data science through gifs,
tweets, & classic misdirection
r s t u d i o : : c o n f
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Phrasing
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Mara Averick
TIDYVERSE DEV ADVOCATE, RSTUDIO
Not a Real Data Scientist™
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Mara Averick
TIDYVERSE DEV ADVOCATE, RSTUDIO
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Mara Averick
TIDYVERSE DEV ADVOCATE, RSTUDIO
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alternative titles 4
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alternative titles 4
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sci•o•list
n· a superficial pretender to
knowledge
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origins... 6
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✓ Basketball
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origins... 6
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✓ Basketball
✓ The Batpig
✓ @buffer
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leaRning out loud 7
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OMG I just learned a thing!! !
100% selfish
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but... 8
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but... 8
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things that are selfish things that are useful to other people
but... 9
things that are selfish things that are useful to other people
FOSS happy place
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ex•o•ter•ic 10
adj. understandable by outsiders
or the general public
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ex•o•ter•ic 10
adj. understandable by outsiders
or the general public
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ex•o•ter•ic 10
adj. understandable by outsiders
or the general public
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a•po•ri•a
n· patently insincere professings
(e.g. by a public speaker) of an
inability to know where to begin or
what to say
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hypotheses... 12
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hypotheses... 12
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untidy efforts... 13
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untidy efforts... 13
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other people's content... 14
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other people's content... 14
not necessarily new
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other people's content...
¯\_(ϑ)_/¯
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outcomes... 15
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outcomes... 15
Elijah Meeks, also valuable…
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made with tidytext
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made with tidytext
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outcomes... 17
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outcomes... 17
experts need n00bs
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tradecraft
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tweet anatomy 19
Your Name
@yourhandle
Cool tutorial using package-name:
"Title of the tutorial" by @author_handle
www.thelinktoit.com via @sitename
#relevanthashtag #maybeanother
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tweet anatomy 19
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tweet anatomy 19
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tweet anatomy 20
ATTRIBUTION
(e.g. @emaasit)
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the tweet != the content 21
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the tweet != the content 21
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the tweet != the content 21
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‣ Read (or run)
‣ Relatable
‣ Retrievable
‣ Relevant
‣ Real
tweet Rs 22
* completely arbitrary rules I made up
you do you
"#!
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classic misdirection? 23
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classic misdirection? 23
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photo cred: Sail Fish Scuba https://sailfishscuba.com/manowar/
Contributing to
FOSS
• “I can't write code.”
WHAT HOLDS PEOPLE BACK?
Pintscher, Lydia, Ed. 2012. Open Advice: Foss: What We Wish We Had Known When We Started.
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photo cred: Sail Fish Scuba https://sailfishscuba.com/manowar/
Contributing to
FOSS
• “I can't write code.”
• “I'm not really good at this.”
WHAT HOLDS PEOPLE BACK?
Pintscher, Lydia, Ed. 2012. Open Advice: Foss: What We Wish We Had Known When We Started.
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photo cred: Sail Fish Scuba https://sailfishscuba.com/manowar/
Contributing to
FOSS
• “I can't write code.”
• “I'm not really good at this.”
• “I'd just be a burden.”
WHAT HOLDS PEOPLE BACK?
Pintscher, Lydia, Ed. 2012. Open Advice: Foss: What We Wish We Had Known When We Started.
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photo cred: Sail Fish Scuba https://sailfishscuba.com/manowar/
Contributing to
FOSS
• “I can't write code.”
• “I'm not really good at this.”
• “I'd just be a burden.”
• “They already have enough people
smarter than me.”
WHAT HOLDS PEOPLE BACK?
Pintscher, Lydia, Ed. 2012. Open Advice: Foss: What We Wish We Had Known When We Started.
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you never know...
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you never know...
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Thank You
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http://bit.ly/phrasing-ds
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Thank You
http://bit.ly/phrasing-ds