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Amanda Makulec
Program Manager & RME Associate
John Snow, Inc.
Passionate about
how visualizing data
effectively can
empower people to
make decisions.
This Summit has
been all about
collecting, sharing, quality-checking,
streamlining, improving, visualizing
data.
Data shows us
diversity.
Effective
visualizations help
stakeholders use
that information for
decisionmaking.
Designing
visualizations that
communicate clearly
doesn’t have to be
complicated.
A basic understanding
of design best
practices are all you
need to get started.
Disseminate
& share
Build your
chart
Find the
story in
your data
Identify
your
audience &
context
START
Who is your audience?
On the most common visualization mistakes
“Time isn’t adequately
spent on is just what is the
question that you’re trying
to answer and what does
your audience need
to know?”
Cole Naussbaumer
StorytellingwithData.com
From: http://cxcafe.maritzcx.com/storytelling-with-data-dashboarding-with-cole-nussbaumer/
Different
stakeholders
have different
data needs.
Consider your
stakeholders’
literacy,
numeric literacy,
and what data
they need to
make decisions.
For more complex data
analysis tools like dashboards,
it is especially important to
engage your end user to
understand their needs.
Image credit: Beth Kanter
Identify the story you want to tell &
consider additional available data.
The most important
question in visualization:
Read more at: http://stephanieevergreen.com/most-important-question/
Stephanie Evergreen
Evergreen Data
What’s your point?
Start with the data
you’ve collected.
Then, identify
additional data
available that would
help you tell your
story better visually.
Edit your data as
necessary to tell
your story.
e.g. create percentages
from raw numbers,
check quality, etc.
Design your chart or graph
Consider the kind of data
story you have.
Distribution Part to Whole Correlation
Time Series Compare
Categories
Ranking
Image credit: Column Five Media’s Visage Data Visualization 101
Consult with great resources for
choosing the right chart type.
The Graphic Continuum
Jon Schwabish & Severino Rebecca
policyviz.com/presentations/graphic-continuum-video
Chart Chooser
Juice Analytics
labs.juiceanalytics.com/chartchooser/index.html
Data Visualization 101
Visage | visage.co/data-visualization-
101-design-charts-graphs/l
And consider consulting
your colleagues
M&E Advisor
Graphic Designer
Technical Expert
Communications Expert
Plan for how you’ll share your
visualization when it’s complete.
In “about five to eight
seconds, someone’s
going to make the
decision of do they
devote any more time to
looking at what you’ve
got in front of them or
do they move on to the
next thing.”
Cole Naussbaumer
StorytellingwithData.com
From: http://cxcafe.maritzcx.com/storytelling-with-data-dashboarding-with-cole-nussbaumer/
Simple design
principles
or “leveraging our lizard brain”
“What really makes a
chart effective are font,
color, and design, and
the depth of critical
analysis displayed.”
Dona M. Wong
The Wall Street Journal Guide to
Information Graphics
Decluttering
Consider removing:
• Border
• Grid lines
• Background shading
• Axis (if you plan on
labeling the data points)
Does it enhance or
distract from your
data story?
Title & labels
Are you clear and
succinct (6-12 words),
telling your reader the key
takeaway & including
labels that are essential?
Recommendation of 6-12 words from the Data Visualization Checklist http://stephanieevergreen.com/dataviz-checklist/
Color
To add emphasis Or to create the
confusing effect of
Skittles on a page.
Practice with existing
graphs and charts
How could these charts
communicate more
effectively?
District 1
District 2
District 3
32%
District 4
24%
District 5
Year 1 Year 2 Year 3 Year 4 Year 5
District 4 was the only district where coverage
declined during the five year project.
Change in BMI status of women 20-49
years from 1980 to 2008 by region
1980 2008
Data table from: Black RE, Victora CG, Walker SP, Bhutta ZA, Christian P, de Onis M, Ezzati M, Grantham-McGregor S, Katz J, Martorell R,
Uauy R. Maternal and child undernutrition and overweight in low-income and middle-income countries” The Lancet 2013; (06 June
2013) DOI: 10.1016/S0140-6736(13)60937-X.
The proportion of women who are overweight has
increased in low and middle income countries.
Graph from https://www.urbanreproductivehealth.org/sites/mle/files/issu_mid-term_research_brief_english.pdf
Graph from https://www.urbanreproductivehealth.org/sites/mle/files/issu_mid-term_research_brief_english.pdf
Use of implants and injectables has increased
among women using family planning.
The proportion of family planning users
choosing implants & injectables has increased.
About our
activity today
A few resources for building your data viz skills
People & their blogs:
Cole Naussbaumer | Storytelling with Data
Alberto Cairo | The Functional Art
Stephanie Evergreen | Evergreen Data
Jon Schwabish | Policy Viz
Ann K. Emery | Emery Evaluation
Favorite posts & resources from these experts:
Decluttered Excel Templates from Cole
Excel Tutorials (video!) from Ann
Remakes of Visualizations from Jon
Communities around data viz:
Data Viz for Development at DataVizHub.co
HelpMeViz to crowdsource data viz expertise
Two online viz tools I recommend:
Piktochart (great for making icon matrices)
Visage
Books worth buying:
On basic visualization principles:
The Wall Street Journal Guide to
Information Graphics | Dona M. Wong
Show Me the Numbers | Stephen Few
On designing presentations with visual
content (including graphs & charts):
Slideology | Nancy Duarte
For the simple graph icons from the Visage Data Visualization 101 eBook and
allowing us to share their eBook during our activity today.
Visage was born out of Column Five, an industry-leading infographics and visual
content agency with offices in Irvine, CA and Brooklyn, NY. Visage is a simple
design platform that enables content marketers to create beautiful, on-brand
data visualizations and visual content. Our leadership team has been working
together for more than 5 years, and our focus is to help companies use
visualization and great design to communicate more effectively.
Thanks to…
For providing the space & time to host this workshop.
The Measurement and Accountability for Results in Health (#MA4Helath)
Summit brought together world leaders to construct a common agenda to
improve and sustain country measurement and accountability systems for
health results in the post-2015 era. Our thanks to USAID, WHO, and the
World Bank who lead the organization and coordination of the event.
DataVizHub.co
Amanda Makulec
amakulec@jsi.com
@abmakulec | More resources on Slideshare
CONNECT

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Data Visualization Design Best Practices Workshop

  • 1.
  • 2. Amanda Makulec Program Manager & RME Associate John Snow, Inc. Passionate about how visualizing data effectively can empower people to make decisions.
  • 3. This Summit has been all about collecting, sharing, quality-checking, streamlining, improving, visualizing data.
  • 4.
  • 6.
  • 7.
  • 8. Effective visualizations help stakeholders use that information for decisionmaking.
  • 9.
  • 11. A basic understanding of design best practices are all you need to get started.
  • 12. Disseminate & share Build your chart Find the story in your data Identify your audience & context START
  • 13. Who is your audience?
  • 14. On the most common visualization mistakes “Time isn’t adequately spent on is just what is the question that you’re trying to answer and what does your audience need to know?” Cole Naussbaumer StorytellingwithData.com From: http://cxcafe.maritzcx.com/storytelling-with-data-dashboarding-with-cole-nussbaumer/
  • 16. Consider your stakeholders’ literacy, numeric literacy, and what data they need to make decisions.
  • 17. For more complex data analysis tools like dashboards, it is especially important to engage your end user to understand their needs. Image credit: Beth Kanter
  • 18. Identify the story you want to tell & consider additional available data.
  • 19. The most important question in visualization: Read more at: http://stephanieevergreen.com/most-important-question/ Stephanie Evergreen Evergreen Data What’s your point?
  • 20. Start with the data you’ve collected.
  • 21. Then, identify additional data available that would help you tell your story better visually.
  • 22. Edit your data as necessary to tell your story. e.g. create percentages from raw numbers, check quality, etc.
  • 23. Design your chart or graph
  • 24. Consider the kind of data story you have. Distribution Part to Whole Correlation Time Series Compare Categories Ranking Image credit: Column Five Media’s Visage Data Visualization 101
  • 25. Consult with great resources for choosing the right chart type. The Graphic Continuum Jon Schwabish & Severino Rebecca policyviz.com/presentations/graphic-continuum-video Chart Chooser Juice Analytics labs.juiceanalytics.com/chartchooser/index.html Data Visualization 101 Visage | visage.co/data-visualization- 101-design-charts-graphs/l
  • 26. And consider consulting your colleagues M&E Advisor Graphic Designer Technical Expert Communications Expert
  • 27. Plan for how you’ll share your visualization when it’s complete.
  • 28. In “about five to eight seconds, someone’s going to make the decision of do they devote any more time to looking at what you’ve got in front of them or do they move on to the next thing.” Cole Naussbaumer StorytellingwithData.com From: http://cxcafe.maritzcx.com/storytelling-with-data-dashboarding-with-cole-nussbaumer/
  • 30. “What really makes a chart effective are font, color, and design, and the depth of critical analysis displayed.” Dona M. Wong The Wall Street Journal Guide to Information Graphics
  • 31. Decluttering Consider removing: • Border • Grid lines • Background shading • Axis (if you plan on labeling the data points) Does it enhance or distract from your data story?
  • 32. Title & labels Are you clear and succinct (6-12 words), telling your reader the key takeaway & including labels that are essential? Recommendation of 6-12 words from the Data Visualization Checklist http://stephanieevergreen.com/dataviz-checklist/
  • 33. Color To add emphasis Or to create the confusing effect of Skittles on a page.
  • 34. Practice with existing graphs and charts How could these charts communicate more effectively?
  • 35.
  • 36. District 1 District 2 District 3 32% District 4 24% District 5 Year 1 Year 2 Year 3 Year 4 Year 5 District 4 was the only district where coverage declined during the five year project.
  • 37. Change in BMI status of women 20-49 years from 1980 to 2008 by region 1980 2008 Data table from: Black RE, Victora CG, Walker SP, Bhutta ZA, Christian P, de Onis M, Ezzati M, Grantham-McGregor S, Katz J, Martorell R, Uauy R. Maternal and child undernutrition and overweight in low-income and middle-income countries” The Lancet 2013; (06 June 2013) DOI: 10.1016/S0140-6736(13)60937-X.
  • 38. The proportion of women who are overweight has increased in low and middle income countries.
  • 40.
  • 42. Use of implants and injectables has increased among women using family planning.
  • 43. The proportion of family planning users choosing implants & injectables has increased.
  • 45. A few resources for building your data viz skills People & their blogs: Cole Naussbaumer | Storytelling with Data Alberto Cairo | The Functional Art Stephanie Evergreen | Evergreen Data Jon Schwabish | Policy Viz Ann K. Emery | Emery Evaluation Favorite posts & resources from these experts: Decluttered Excel Templates from Cole Excel Tutorials (video!) from Ann Remakes of Visualizations from Jon Communities around data viz: Data Viz for Development at DataVizHub.co HelpMeViz to crowdsource data viz expertise Two online viz tools I recommend: Piktochart (great for making icon matrices) Visage Books worth buying: On basic visualization principles: The Wall Street Journal Guide to Information Graphics | Dona M. Wong Show Me the Numbers | Stephen Few On designing presentations with visual content (including graphs & charts): Slideology | Nancy Duarte
  • 46. For the simple graph icons from the Visage Data Visualization 101 eBook and allowing us to share their eBook during our activity today. Visage was born out of Column Five, an industry-leading infographics and visual content agency with offices in Irvine, CA and Brooklyn, NY. Visage is a simple design platform that enables content marketers to create beautiful, on-brand data visualizations and visual content. Our leadership team has been working together for more than 5 years, and our focus is to help companies use visualization and great design to communicate more effectively. Thanks to… For providing the space & time to host this workshop. The Measurement and Accountability for Results in Health (#MA4Helath) Summit brought together world leaders to construct a common agenda to improve and sustain country measurement and accountability systems for health results in the post-2015 era. Our thanks to USAID, WHO, and the World Bank who lead the organization and coordination of the event.
  • 47. DataVizHub.co Amanda Makulec amakulec@jsi.com @abmakulec | More resources on Slideshare CONNECT

Notas do Editor

  1. Donors? Program managers? Ministers of health? Your boss?
  2. Range between very low number literacy - understanding rates/ratios/percents – understanding regression, odds ratios, etc.
  3. What information are you collecting? How is it actionable? Is it real time? Will you be able to identify trends, interesting findings, etc that will help guide the path of a project? Can you contribute to the broader health movement? An advantage of collecting data using mobile phones or other forms of technology is that the data is often of higher quality and already in a format that facilitates visualization with simple tools.
  4. Secondary data can be a powerful addition to routine monitoring data or evaluation data, by providing information about the context and framing.
  5. Great resources on
  6. Your data viz team can be wide and varied. While involving additional people can mean added consultation and time, you benefit from additional expertise and opinions. Consider bringing in your