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Finding &
Gatheringrelevant
Data Literacy Webinar #3
Wednesday, February 13 at 12pm PST
Thank You for Joining!
We’re on a mission to help people learn the language of data. This bi-
weekly webinar series is dedicated to just that. Thanks for joining, and
look out for the recording to be published to YouTube soon. Feel free
to send to anyone you think would benefit from the ideas and
conversation.
Find all of the links we’ll touch on in this webinar:
http://bit.ly/DLWebinar3Links
Make an
observation
Ask a worthwhile
question
Form a falsifiable
hypothesis
Do you
have
relevant
data?
Consider its potential
shortcomings
Is it ready
for
analysis?
Explore its contours
and shape
Analyze it to see what
it’s saying & not saying
Determine both the
practical & the
statistical significance
Did you
answer
your
question?
Listen to your
audience’s feedback
Do new
questions
arise that
change
things?
Get more data, fix
issues, and/or re-
analyze
Enact any
appropriate changes
or decisions
WONDER SEEK DISCOVER MATURE
Y
N N
Y Y
N
Y
N
Clean and
structure it
for analysis
Craft & deliver a
notable message
input output
Find & gather
data or create it
yourself
Find another question
START
PROCESS
DEC-
ISION
DATA
PREPARE
DOCUMENT
SHAPE KEY
Make an
observation
Ask a worthwhile
question
Form a falsifiable
hypothesis
Do you
have
relevant
data?
Consider its potential
shortcomings
Is it ready
for
analysis?
Explore its contours
and shape
Analyze it to see what
it’s saying & not saying
Determine both the
practical & the
statistical significance
Did you
answer
your
question?
Listen to your
audience’s feedback
Do new
questions
arise that
change
things?
Get more data, fix
issues, and/or re-
analyze
Enact any
appropriate changes
or decisions
WONDER SEEK DISCOVER MATURE
Y
N N
Y Y
N
Y
N
Clean and
structure it
for analysis
Craft & deliver a
notable message
input output
Find & gather
data or create it
yourself
Find another question
START
PROCESS
DEC-
ISION
DATA
PREPARE
DOCUMENT
SHAPE KEY
© 2018 Data Literacy. All rights reserved. 10
First, you follow
along while I show
you using a training
data set
Then, you do a
similar exercise with
another provided
data set
Finally, you go home
and repeat it using
your own data set
My Data Our Data Your Data
Persona
Proprietar
y
Public
Part 1: Public Data – finding
fascinating data about your world
© 2018 Data Literacy. All rights reserved. 13
Different Kinds of “Search”
https://toolbox.google.com/datasetsearch
https://usafacts.org/
© 2018 Data Literacy. All rights reserved. 26
Different Kinds of “Search”
https://tinyletter.com/data-is-plural/archive
https://github.com/awesomedata/awesome-public-datasets
Patrick McGarry
Director of Community for Data.World
Part 2: Proprietary Data - gathering
useful and valuable company data
Curator (noun):
A person who organizes and
arranges a showing of art or other
objects of interest
Data curation is the organization and
integration of data collected from
various sources. It involves annotation,
publication and presentation of the data
such that the value of the data is
maintained over time, and the data
remains available for reuse and
preservation.
https://en.wikipedia.org/wiki/Data_curation
© 2018 Data Literacy. All rights reserved. 38
Where does the Data Curator role fit?
© 2018 Data Literacy. All rights reserved. 39
For Existing Employees:
Lunch and Learn sessions
to train employees on
high value data sets
For New Employees:
Incorporate data set
training into first week
orientation sessions
Part 3: Personal Data – creating your own
data sets about topics that are interesting to YOU
Persona
Proprietar
y
Public
© 2018 Data Literacy. All rights reserved. 60
Thank You!
Q&A
Data Literacy Webinar #4
Wednesday, February 27 at 12pm PST
Exploring the Contours
of Your Data

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Data Literacy Webinar 003 - Finding & Gathering Data

  • 1. Finding & Gatheringrelevant Data Literacy Webinar #3 Wednesday, February 13 at 12pm PST
  • 2. Thank You for Joining! We’re on a mission to help people learn the language of data. This bi- weekly webinar series is dedicated to just that. Thanks for joining, and look out for the recording to be published to YouTube soon. Feel free to send to anyone you think would benefit from the ideas and conversation.
  • 3. Find all of the links we’ll touch on in this webinar: http://bit.ly/DLWebinar3Links
  • 4.
  • 5.
  • 6.
  • 7.
  • 8. Make an observation Ask a worthwhile question Form a falsifiable hypothesis Do you have relevant data? Consider its potential shortcomings Is it ready for analysis? Explore its contours and shape Analyze it to see what it’s saying & not saying Determine both the practical & the statistical significance Did you answer your question? Listen to your audience’s feedback Do new questions arise that change things? Get more data, fix issues, and/or re- analyze Enact any appropriate changes or decisions WONDER SEEK DISCOVER MATURE Y N N Y Y N Y N Clean and structure it for analysis Craft & deliver a notable message input output Find & gather data or create it yourself Find another question START PROCESS DEC- ISION DATA PREPARE DOCUMENT SHAPE KEY
  • 9. Make an observation Ask a worthwhile question Form a falsifiable hypothesis Do you have relevant data? Consider its potential shortcomings Is it ready for analysis? Explore its contours and shape Analyze it to see what it’s saying & not saying Determine both the practical & the statistical significance Did you answer your question? Listen to your audience’s feedback Do new questions arise that change things? Get more data, fix issues, and/or re- analyze Enact any appropriate changes or decisions WONDER SEEK DISCOVER MATURE Y N N Y Y N Y N Clean and structure it for analysis Craft & deliver a notable message input output Find & gather data or create it yourself Find another question START PROCESS DEC- ISION DATA PREPARE DOCUMENT SHAPE KEY
  • 10. © 2018 Data Literacy. All rights reserved. 10 First, you follow along while I show you using a training data set Then, you do a similar exercise with another provided data set Finally, you go home and repeat it using your own data set My Data Our Data Your Data
  • 12. Part 1: Public Data – finding fascinating data about your world
  • 13. © 2018 Data Literacy. All rights reserved. 13 Different Kinds of “Search”
  • 15.
  • 16.
  • 17.
  • 18.
  • 19.
  • 20.
  • 21.
  • 22.
  • 23.
  • 24.
  • 26. © 2018 Data Literacy. All rights reserved. 26 Different Kinds of “Search”
  • 29.
  • 30.
  • 31.
  • 32.
  • 33. Patrick McGarry Director of Community for Data.World
  • 34. Part 2: Proprietary Data - gathering useful and valuable company data
  • 35.
  • 36. Curator (noun): A person who organizes and arranges a showing of art or other objects of interest
  • 37. Data curation is the organization and integration of data collected from various sources. It involves annotation, publication and presentation of the data such that the value of the data is maintained over time, and the data remains available for reuse and preservation. https://en.wikipedia.org/wiki/Data_curation
  • 38. © 2018 Data Literacy. All rights reserved. 38 Where does the Data Curator role fit?
  • 39. © 2018 Data Literacy. All rights reserved. 39
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  • 41. For Existing Employees: Lunch and Learn sessions to train employees on high value data sets For New Employees: Incorporate data set training into first week orientation sessions
  • 42. Part 3: Personal Data – creating your own data sets about topics that are interesting to YOU
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  • 60. © 2018 Data Literacy. All rights reserved. 60 Thank You! Q&A
  • 61. Data Literacy Webinar #4 Wednesday, February 27 at 12pm PST Exploring the Contours of Your Data