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Hands-On Approaches to
Data Storytelling
Rahul Bhargava
rahulb@mit.edu
@rahulbot
2017.07.28
Agenda
• [30] Intro & Collective Critique
• [30] Going from Data to Story
• [25] Stories you can Tell
• [10] Break
• [25] Finding and Sketching Stories
• [25] Techniques you can Use
Intro & Collective Critique
The Problem
Organizations working for the social good don't feel
empowered to tell stories with their data.
Barriers
confidence technology process
Using Data
Improving Operations
Use data inside your organization to assess operational efficiency and
measure impact.
Spreading Your Message
Use data in your marketing and outreach materials to communicate the
impact of your work.
Bringing People Together
Use data to gather people from different sectors together and
strengthen partnerships.
How are you using data?
Chat with someone you don’t know for 5
minutes.
I mean it, just 5 minutes.
No, seriously. I will stop you with loud
clapping.
The Usual Inspirations
Tableau Software
Visual Explanations, Edward Tufte
Gun Deaths, Periscopic
A Richer Set of Inspirations
History Quilt, Elizabeth Peabody, 1856
Prudential Ribbons Experiment, 2014
Food security data on a cucumber, Rahul Bhargava, 2014
Black Cloud, WWF & Ogilvy, 2007
Opportunity
â—Ź Meet people where they are
â—Ź Make working with data fun
â—Ź Respect the "secondary" goals
Critique
take 10 mins to discuss in trios
1. What datasets are used?
2. How is data visually depicted?
3. What is the story?
4. Is it told well?
The Global State of Agriculture by Lemon.ly for USAID, 2011
Abelson’s MAGIC Criteria
• Magnitude - size of the claim
• Articulation - how precise is your claim
• Generality - is it valid in multiple contexts
• Interestingness - can this change beliefs in a way that
matters?
• Credibility - do you believe it?
Robert Abelson. 1995. Making Claims with Statistics. In Statistics as
Principled Argument. Hillsdale, NJ: Lawrence Erlbaum Associates, 1–16.
(PDF)
From Data to Story
A Process
Asking
questions
brainstorming,
hypothesis forming,
audience and goals
Gathering
data
Scraping, collecting,
cleaning
Finding a
story
Cleaning and analyzing
Telling
your story
Picking a technique
Trying it
out
Assessment
Asking Good Questions
wtfcsv.databasic.io
• 1 question to ask
• list of other datasets you'd need
• how you'd try to get those datasets
Stories You Can Tell
Story Archetypes
• Changes over Time
• Interesting Factoids
• Surprising Connections
•Personal Experiences
•Revealing Comparisons
Data: Trees in Somerville
Changes
over Time
Interesting
Factoids
Just one hazelnut
tree in the whole
town!
wikipedia.org
Surprising Connections
Personal
Experiences
You live on that
street? All 9 spruce
trees in town are on
that street.
Revealing Comparisons
Break!
Finding and Telling Stories
Sketching Stories
wordcounter.databasic.io
• Pick a sample or two
• Find a quick story
• Sketch how you'd tell that story
Techniques You Can Use
A Tool Belt of Techniques
• Personal Stories
• Traditional Charts
• Creative Charts
• Data Sculptures
•Traditional Maps
•Creative Maps
•Be The Data
Personal
Stories
Traditional
Charts
Choose the Right Chart
Andrew Abela
Creative
Charts
Data
Sculptures
Traditional
Maps
NPR Visuals Team
Creative
Maps
Julien Bousac
Be the Data Prudential Ribbon Experiment
Wrap-Up
Barriers
confidence technology process
The Problem
Organizations working for the social good don't feel
empowered to tell stories with their data.
Resources
datatherapy.org
databasic.io
bit.ly/datacultureproject
Hands-On Approaches to
Data Storytelling
Rahul Bhargava
rahulb@mit.edu
@rahulbot
2017.07.28

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