even more ways to generate self log missed opportunities data lost - - PowerPoint PPT Presentation

even more ways to generate self log
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even more ways to generate self log missed opportunities data lost - - PowerPoint PPT Presentation

even more ways to generate self log missed opportunities data lost forever different modes of self logging keep calm and thank google what i did cant you tell i was falling in love? how i did it timestamp | sender | message chat


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even more ways to generate self log

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SLIDE 3

missed opportunities

data lost forever

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SLIDE 4

different modes of self logging

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SLIDE 5

keep calm

and

thank google

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SLIDE 6

what i did can’t you tell i was falling in love?

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SLIDE 7

how i did it

timestamp | sender | message

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SLIDE 8

from Oct 2008 to Dec 2013 1917 days of data 68 people 29,729,798 words typed

chat log summary

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SLIDE 9

when did my husband appear

Nov 2009 Nov 2010 Nov 2011 Nov 2012

begun dating

# of mentions of the name

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how many messages?

Friend002 Friend003 Brother Husband Colleague001 Friend001

2009 2010 2011 2012 2013 Number of messages exchanged

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no game playing here

delay in response caused by me (min) delay in response caused by SO (min) 5 4 3 2 1 5 4 3 2 1

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no game playing here

delay in response caused by me (min) delay in response caused by SO (min) 5 4 3 2 1 5 4 3 2 1

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but we may have gotten comfortable

2010 2011 2012 2013 response delay (min)

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2010 2013 2011 2012

when do we chat

23 12

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2010 2013 2011 2012

when do we chat

23 12

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when do i chat

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words I use infrequently with Colleague words I use frequently with Colleague words I use frequently with SO words I use infrequently with SO

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words I use infrequently with Colleague words I use frequently with Colleague words I use frequently with SO words I use infrequently with SO

“baby” “dude” “parameters” “the model” “tofu” “garlic”

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words that divide

masters at tomoki as far primers the model more specific suggesting parameter estimation wonder if that

  • h look

babe tofu luna

  • hayo

pie lunch break socks tomatoes sleep tight my experiment

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SLIDE 21
  • ver the years

my vocabulary remained consistent

2009 2010 2011 2012 2013 against other years

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  • ver the years

what about unique words each year?

2009 2010 2011 2012 2013 against other years

kiss x-mas eve kotatsu pocky I was shot h1n1 I know and right now its manual after the meeting group meeting at done with work cuz I want goal goal goal picked it up I really tried number of sensors

  • ur camping trip

tumblr hope you are my place and chu chu chu at the library for dinner to crossfit today your team leader in an argument I want chocolate uw surplus store the train station

swine flu new car year after worldcup general exam new gym

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SLIDE 23

how do you measure love?

2009 2010 2011 2012 2013

SO Colleague Friend003

  • rel. frequency
  • f the word ‘love’
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SLIDE 24

what is love

2009 2010 2011 2012 2013

SO Colleague Friend003

  • rel. frequency
  • f the word ‘love’

3 occasions of referring to “what is love” affection for non-human things “i love 4 day weeks” LOADS of sarcasm “cytometer needs love too”

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context matters

2009 2010 2011 2012 2013

SO Colleague Friend003

  • rel. frequency
  • f the word ‘love’

actual # of context-relevant phrases SO: 8 (2 in 2011, 4 in 2012, 2 in 2013) 1 each for two of my friends

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SLIDE 26

measuring affection in data

?

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SLIDE 27

data archaeology

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SLIDE 28

thank you shelly.jang@gmail.com @shellyjang

Disclaimer The data and views expressed on this slides are my own and do not reflect those of my employer