SlideShare a Scribd company logo
1 of 66
Thinking
Machines
Data Science
Title Text
✦ Body Level One
✦ Body Level Two
✦ Body Level Three
✦ Body Level Four
✦ Body Level Five
From Info to Insight:
Data Storytelling
for Organizations
Thinking
Machines
Data Science
Pia Faustino
Content Strategist, Thinking Machines
@piafaustino
Thinking
Machines
Data Science
What we’ll talk about
01
02
03
Introductions
What makes a good data story?
How do you turn data into a story?
Thinking
Machines
Data Science
About Thinking Machines
We are a team of
data scientists engineers
statisticians storytellers
+ +
+
Data StrategyWe do
Data Engineering
Data Science
Data Storytelling
Thinking
Machines
Data Science
Our Experience
Thinking
Machines
Data Science
Who am I?
Thinking
Machines
Data Science
Thinking
Machines
Data Science
Thinking
Machines
Data Science
Why is an
ex-journalist
talking at an event
about
artificial intelligence?
Thinking
Machines
Data Science
Artificial intelligence
is the science of
making computers
that can do tasks that
normally require

human intelligence.
Thinking
Machines
Data Science
AI example: iPhone’s Siri
Thinking
Machines
Data Science
AI example: iPhone’s Siri
Thinking
Machines
Data Science
AI Example: FB Facial Recognition
Thinking
Machines
Data Science
Both artificial intelligence
and data storytelling rely on
recognizing patterns in data.

Thinking
Machines
Data Science
Organizations interested in
using artificial intelligence
must first have a
data-driven culture.
Thinking
Machines
Data Science
Data storytelling is an
accessible starting point for
any organization.
Thinking
Machines
Data Science
What makes a
good (data) story?
Thinking
Machines
Data Science
Emotional engagement
+
Intellectual insight
Thinking
Machines
Data Science
Types of data stories
01
02
03
04
05
Change over time
Macro to Micro (and vice versa)
Correlation and Causation
Comparisons and Contrasts
Outliers
Thinking
Machines
Data Science
“This is How Fast America
Changes Its Mind”
Bloomberg, June 2015
http://www.bloomberg.com/graphics/
2015-pace-of-social-change/
US states legalising same-sex marriage
2004-2016
Change over Time
Thinking
Machines
Data Science
Change over Time
What’s really warming the world?
Bloomberg News, June 2015
http://www.bloomberg.com/graphics/2015-whats-warming-the-world/
Thinking
Machines
Data Science
Correlation and Causation
A woman’s age vs.
the age of men who
look best to her
Source: OK Cupid
Thinking
Machines
Data Science
… and Contrast / Comparison
A man’s age vs. the
age of women who
look best to him
OK Cupid, 2013
Thinking
Machines
Data Science
Comparison and Contrast
“How that Map You Saw on 538 Underrepresents Minorities”
by Joshua Tauberer, posted on Medium
https://medium.com/@joshuatauberer
Thinking
Machines
Data Science
Macro to Micro (and VV)
Are you in the Global Middle Class?

Pew Research, July 2015
http://www.pewglobal.org/2015/07/08/a-global-middle-class-is-more-promise-than-reality/
Thinking
Machines
Data Science
Micro to Macro (and VV)
1052 mass shootings in 1066 days | The Guardian, Dec 2015
http://www.theguardian.com/us-news/ng-interactive/2015/oct/02/mass-shootings-america-gun-violence
Thinking
Machines
Data Science
Outliers
“Ronda Rousey fights
like an outlier”
FiveThirtyEight, July 2015
http://fivethirtyeight.com/datalab/ronda-
rousey-fights-like-an-outlier/
Rousey
Thinking
Machines
Data Science
Who is using data storytelling?
M E D I A G OV ’ T & C I V I L S O C I E T Y B U S I N E S S
Thinking
Machines
Data Science
How do you get from raw data…
Thinking
Machines
Data Science
… to a meaningful story?
Thinking
Machines
Data Science
Our Experience:
The Data Storytelling Process
Thinking
Machines
Data Science
Our Data Storytelling Process
01
02
03
04
05
Get the data
Choose your questions
Interview the data
Curate your findings
Communicate and visualize
Thinking
Machines
Data Science
Case Study:
Looking for Dubious Digits
in National Election Data
Thinking
Machines
Data Science
Thinking Machines collaborated with
Philippine Center for Investigative Journalism
to analyze voter registration and turnout data for a
series of stories on the Philippine elections.
Thinking
Machines
Data Science
6,928 rows x 9 columns
Voter registration & turnout
4 national elections
1,644 Towns + Cities
Source: COMELEC / PCIJ
Filetype: CSV
About the data:
Thinking
Machines
Data Science
Garbage in.
Garbage out.
Data Sanity Check
Thinking
Machines
Data Science
Good data analysis
begins with asking
good questions.
Thinking
Machines
Data Science
Where could unusual/outlier voting patterns be
found?
Where were voter turnout rates unusually high?
Are poorer places more likely to have high voter
turnout?
Questions
Thinking
Machines
Data Science
Interviewing the Data
Where were voter turnout rates unusually high?
Our tools: iPython Notebook, Pandas Library
voter_stats[‘turnout_rate’] =
voter_stats[‘voter_turnout’] /
voter_stats[‘registered_voters']
Thinking
Machines
Data Science
What’s the
voter turnout
rate per town? Has it always
been this
way?
What’s
normal?
Has it always
been this way
in Luzon?… in the
Visayas?
… Mindanao?
… in Basilan?
… in Antique?
… in San
Juan?
What’s
considered
high / low?
???
???
???
???
???
Thinking
Machines
Data Science
Now you have answers.
What matters?
Curate.
Thinking
Machines
Data Science
Who cares?
What’s useful?
What’s surprising?
What’s sound and truthful?
Thinking
Machines
Data Science
Insight:

There are places where
voter turnout rates were
almost impossibly high
— a possible sign of
vote padding.
Thinking
Machines
Data Science
In some towns, for example …
Town 1 124%
Town 2 98.8%
Town 3 98.4%
3-Election Voter Turnout Rate
Thinking
Machines
Data Science
Challenge:
How do you efficiently
show patterns in data
for 1,644 towns/cities?
Thinking
Machines
Data Science
98.8%
44.5%
Voter Turnout Rates for All Cities/Towns
100%
80%
40%
124%
Thinking
Machines
Data Science
Insight:

There were places
where voter turnout
changed in
very weird ways.
Thinking
Machines
Data Science
In one town, for example …
2007 2010 2013
10,051 1,337 3,045
Voter Turnout
Thinking
Machines
Data Science
Challenge:
How do you efficiently
show change over time
for 1,644 towns/cities?
Most towns/cities grew
voter turnout by:
✦Around 14%

from 2007 to 2010
✦Around 21%

from 2007 to 2013
2007 2010 2013
0
100
40
20
-20
-40
60
80
Town 1
2007: 9,342
2010: 11,470
2013: 42,698
Town 2
2007: 2,749
2010: 8,377
2013: 9,165
Town 3
2007: 10,051
2010: 1,337
2013: 3,045
+350%
-100%
2007 2010 2013


Are there patterns in where the
“normal” vs “outliers” are
distributed?
What if we break it down by
island group?
2007 2010 2013
+350%
-100%
Luzon
2007 2010 2013
+350%
-100%
Visayas
2007 2010 2013
+350%
-100%
Mindanao
How about by region?
2007 2010 2013
+350%
-100%
NCR
2007 2010 2013
+350%
-100%
Cagayan Valley
2007 2010 2013
+350%
-100%
Western Visayas
2007 2010 2013
+350%
-100%
ARMM
What if we break things
down by province?
Cebu Eastern Samar
Pampanga Marinduque
Bukidnon Maguindanao
Often, the data can tell
us what happened.
But not why.
What untapped data does your
organization have?
What stories can you tell?
Why will it matter?
And to whom?
Got a story to tell with data?
Contact us at:
hello@thinkingmachin.es.
thinkdatasci

More Related Content

What's hot

Introduction To Data Science
Introduction To Data ScienceIntroduction To Data Science
Introduction To Data ScienceSpotle.ai
 
Data stories - how to combine the power storytelling with effective data visu...
Data stories - how to combine the power storytelling with effective data visu...Data stories - how to combine the power storytelling with effective data visu...
Data stories - how to combine the power storytelling with effective data visu...Coincidencity
 
Journey data driven organization
Journey data driven organizationJourney data driven organization
Journey data driven organizationInbalraanan
 
Introduction to Data Science
Introduction to Data ScienceIntroduction to Data Science
Introduction to Data ScienceANOOP V S
 
Data Visualization: Impact, Intrigue, Value Add for APLIC 2014
Data Visualization: Impact, Intrigue, Value Add for APLIC 2014Data Visualization: Impact, Intrigue, Value Add for APLIC 2014
Data Visualization: Impact, Intrigue, Value Add for APLIC 2014Amanda Makulec
 
The Future Of Data Visualization
The Future Of Data VisualizationThe Future Of Data Visualization
The Future Of Data VisualizationFITC
 
Data Analytics For Beginners | Introduction To Data Analytics | Data Analytic...
Data Analytics For Beginners | Introduction To Data Analytics | Data Analytic...Data Analytics For Beginners | Introduction To Data Analytics | Data Analytic...
Data Analytics For Beginners | Introduction To Data Analytics | Data Analytic...Edureka!
 
Brief introduction to data visualization
Brief introduction to data visualizationBrief introduction to data visualization
Brief introduction to data visualizationZach Gemignani
 
Data visualization
Data visualizationData visualization
Data visualizationHoang Nguyen
 
Data Science Training | Data Science Tutorial | Data Science Certification | ...
Data Science Training | Data Science Tutorial | Data Science Certification | ...Data Science Training | Data Science Tutorial | Data Science Certification | ...
Data Science Training | Data Science Tutorial | Data Science Certification | ...Edureka!
 
Visualizing Health Data
Visualizing Health DataVisualizing Health Data
Visualizing Health DataSchema
 
Becoming a Data-Driven Organization - Aligning Business & Data Strategy
Becoming a Data-Driven Organization - Aligning Business & Data StrategyBecoming a Data-Driven Organization - Aligning Business & Data Strategy
Becoming a Data-Driven Organization - Aligning Business & Data StrategyDATAVERSITY
 
What Is Data Science? | Introduction to Data Science | Data Science For Begin...
What Is Data Science? | Introduction to Data Science | Data Science For Begin...What Is Data Science? | Introduction to Data Science | Data Science For Begin...
What Is Data Science? | Introduction to Data Science | Data Science For Begin...Simplilearn
 
How to Become a Data Scientist
How to Become a Data ScientistHow to Become a Data Scientist
How to Become a Data Scientistryanorban
 
Business Intelligence
Business IntelligenceBusiness Intelligence
Business IntelligenceSukirti Garg
 

What's hot (20)

Introduction To Data Science
Introduction To Data ScienceIntroduction To Data Science
Introduction To Data Science
 
Data Visualization
Data VisualizationData Visualization
Data Visualization
 
Data stories - how to combine the power storytelling with effective data visu...
Data stories - how to combine the power storytelling with effective data visu...Data stories - how to combine the power storytelling with effective data visu...
Data stories - how to combine the power storytelling with effective data visu...
 
Journey data driven organization
Journey data driven organizationJourney data driven organization
Journey data driven organization
 
Introduction to Data Science
Introduction to Data ScienceIntroduction to Data Science
Introduction to Data Science
 
Data Visualization: Impact, Intrigue, Value Add for APLIC 2014
Data Visualization: Impact, Intrigue, Value Add for APLIC 2014Data Visualization: Impact, Intrigue, Value Add for APLIC 2014
Data Visualization: Impact, Intrigue, Value Add for APLIC 2014
 
DATA VISUALIZATION
DATA VISUALIZATIONDATA VISUALIZATION
DATA VISUALIZATION
 
The Future Of Data Visualization
The Future Of Data VisualizationThe Future Of Data Visualization
The Future Of Data Visualization
 
Data Analytics For Beginners | Introduction To Data Analytics | Data Analytic...
Data Analytics For Beginners | Introduction To Data Analytics | Data Analytic...Data Analytics For Beginners | Introduction To Data Analytics | Data Analytic...
Data Analytics For Beginners | Introduction To Data Analytics | Data Analytic...
 
Brief introduction to data visualization
Brief introduction to data visualizationBrief introduction to data visualization
Brief introduction to data visualization
 
Data visualization
Data visualizationData visualization
Data visualization
 
Data analytics
Data analyticsData analytics
Data analytics
 
Data Science Training | Data Science Tutorial | Data Science Certification | ...
Data Science Training | Data Science Tutorial | Data Science Certification | ...Data Science Training | Data Science Tutorial | Data Science Certification | ...
Data Science Training | Data Science Tutorial | Data Science Certification | ...
 
Visualizing Health Data
Visualizing Health DataVisualizing Health Data
Visualizing Health Data
 
Becoming a Data-Driven Organization - Aligning Business & Data Strategy
Becoming a Data-Driven Organization - Aligning Business & Data StrategyBecoming a Data-Driven Organization - Aligning Business & Data Strategy
Becoming a Data-Driven Organization - Aligning Business & Data Strategy
 
Data visualization
Data visualizationData visualization
Data visualization
 
Creating a Data Driven Culture
Creating a Data Driven Culture Creating a Data Driven Culture
Creating a Data Driven Culture
 
What Is Data Science? | Introduction to Data Science | Data Science For Begin...
What Is Data Science? | Introduction to Data Science | Data Science For Begin...What Is Data Science? | Introduction to Data Science | Data Science For Begin...
What Is Data Science? | Introduction to Data Science | Data Science For Begin...
 
How to Become a Data Scientist
How to Become a Data ScientistHow to Become a Data Scientist
How to Become a Data Scientist
 
Business Intelligence
Business IntelligenceBusiness Intelligence
Business Intelligence
 

Viewers also liked

Machine Learning and the Smart City
Machine Learning and the Smart CityMachine Learning and the Smart City
Machine Learning and the Smart CityErika Fille Legara
 
The State of Artificial Intelligence and What It Means for the Philippines
The State of Artificial Intelligence and What It Means for the PhilippinesThe State of Artificial Intelligence and What It Means for the Philippines
The State of Artificial Intelligence and What It Means for the PhilippinesThinking Machines
 
Hybrid Intelligence: The New Paradigm
Hybrid Intelligence: The New ParadigmHybrid Intelligence: The New Paradigm
Hybrid Intelligence: The New ParadigmClare Corthell
 
Storytelling with Data - Approach | Skills
Storytelling with Data - Approach | SkillsStorytelling with Data - Approach | Skills
Storytelling with Data - Approach | SkillsAmit Kapoor
 
Data storytelling. Warsztaty 12. Kongres Public Relations i Komunikacji
Data storytelling. Warsztaty 12. Kongres Public Relations i KomunikacjiData storytelling. Warsztaty 12. Kongres Public Relations i Komunikacji
Data storytelling. Warsztaty 12. Kongres Public Relations i KomunikacjiPiotr Arak
 
Data storytelling with personas, Utrecht
Data storytelling with personas, UtrechtData storytelling with personas, Utrecht
Data storytelling with personas, UtrechtCREATIVE COMPANION
 
Open Data Learning Summit: Storytelling with Data - Visual Analytics and Libr...
Open Data Learning Summit: Storytelling with Data - Visual Analytics and Libr...Open Data Learning Summit: Storytelling with Data - Visual Analytics and Libr...
Open Data Learning Summit: Storytelling with Data - Visual Analytics and Libr...dwestbrook
 
Storytelling with data think broad, mine deep, explain simply
Storytelling with data   think broad, mine deep, explain simplyStorytelling with data   think broad, mine deep, explain simply
Storytelling with data think broad, mine deep, explain simplyLuciano Pesci, PhD
 
Alana Range, Principal and Creative Director at Radish Lab - "Storytelling wi...
Alana Range, Principal and Creative Director at Radish Lab - "Storytelling wi...Alana Range, Principal and Creative Director at Radish Lab - "Storytelling wi...
Alana Range, Principal and Creative Director at Radish Lab - "Storytelling wi...Dataconomy Media
 
Storytelling with Dashboards and Vizia - Doing More With Social
Storytelling with Dashboards and Vizia - Doing More With Social Storytelling with Dashboards and Vizia - Doing More With Social
Storytelling with Dashboards and Vizia - Doing More With Social Brandwatch
 
Machine Learning Challenges For Automated Prompting In Smart Homes
Machine Learning Challenges For Automated Prompting In Smart HomesMachine Learning Challenges For Automated Prompting In Smart Homes
Machine Learning Challenges For Automated Prompting In Smart HomesBarnan Das
 
Fighting the Dark Side of Data-Driven (Form, Function & Class Web Design Conf...
Fighting the Dark Side of Data-Driven (Form, Function & Class Web Design Conf...Fighting the Dark Side of Data-Driven (Form, Function & Class Web Design Conf...
Fighting the Dark Side of Data-Driven (Form, Function & Class Web Design Conf...Angela Obias
 
Wireframe Exercise: Entertainment Publisher Homepages
Wireframe Exercise: Entertainment Publisher HomepagesWireframe Exercise: Entertainment Publisher Homepages
Wireframe Exercise: Entertainment Publisher HomepagesAngela Obias
 
Wireframe Exercise: Good Magazine site
Wireframe Exercise: Good Magazine siteWireframe Exercise: Good Magazine site
Wireframe Exercise: Good Magazine siteAngela Obias
 
Usability Basics - For E-commerce sites (Feb 2012 Internal Presentation)
Usability Basics - For E-commerce sites (Feb 2012 Internal Presentation)Usability Basics - For E-commerce sites (Feb 2012 Internal Presentation)
Usability Basics - For E-commerce sites (Feb 2012 Internal Presentation)Angela Obias
 
Wireframe Exercise: Boston Magazine
Wireframe Exercise: Boston MagazineWireframe Exercise: Boston Magazine
Wireframe Exercise: Boston MagazineAngela Obias
 
Wireframe exercise: E-Commerce Homepages (Circa 2012)
Wireframe exercise: E-Commerce Homepages (Circa 2012)Wireframe exercise: E-Commerce Homepages (Circa 2012)
Wireframe exercise: E-Commerce Homepages (Circa 2012)Angela Obias
 
Figuring Out What Clients Want - Basic Client Facilitation Workshop
Figuring Out What Clients Want - Basic Client Facilitation WorkshopFiguring Out What Clients Want - Basic Client Facilitation Workshop
Figuring Out What Clients Want - Basic Client Facilitation WorkshopAngela Obias
 
Data storytelling demo
Data storytelling   demoData storytelling   demo
Data storytelling demoSandra Becker
 

Viewers also liked (20)

Machine Learning and the Smart City
Machine Learning and the Smart CityMachine Learning and the Smart City
Machine Learning and the Smart City
 
The State of Artificial Intelligence and What It Means for the Philippines
The State of Artificial Intelligence and What It Means for the PhilippinesThe State of Artificial Intelligence and What It Means for the Philippines
The State of Artificial Intelligence and What It Means for the Philippines
 
Hybrid Intelligence: The New Paradigm
Hybrid Intelligence: The New ParadigmHybrid Intelligence: The New Paradigm
Hybrid Intelligence: The New Paradigm
 
Storytelling with Data - Approach | Skills
Storytelling with Data - Approach | SkillsStorytelling with Data - Approach | Skills
Storytelling with Data - Approach | Skills
 
Data storytelling. Warsztaty 12. Kongres Public Relations i Komunikacji
Data storytelling. Warsztaty 12. Kongres Public Relations i KomunikacjiData storytelling. Warsztaty 12. Kongres Public Relations i Komunikacji
Data storytelling. Warsztaty 12. Kongres Public Relations i Komunikacji
 
Data storytelling with personas, Utrecht
Data storytelling with personas, UtrechtData storytelling with personas, Utrecht
Data storytelling with personas, Utrecht
 
Storytelling with Data
Storytelling with DataStorytelling with Data
Storytelling with Data
 
Open Data Learning Summit: Storytelling with Data - Visual Analytics and Libr...
Open Data Learning Summit: Storytelling with Data - Visual Analytics and Libr...Open Data Learning Summit: Storytelling with Data - Visual Analytics and Libr...
Open Data Learning Summit: Storytelling with Data - Visual Analytics and Libr...
 
Storytelling with data think broad, mine deep, explain simply
Storytelling with data   think broad, mine deep, explain simplyStorytelling with data   think broad, mine deep, explain simply
Storytelling with data think broad, mine deep, explain simply
 
Alana Range, Principal and Creative Director at Radish Lab - "Storytelling wi...
Alana Range, Principal and Creative Director at Radish Lab - "Storytelling wi...Alana Range, Principal and Creative Director at Radish Lab - "Storytelling wi...
Alana Range, Principal and Creative Director at Radish Lab - "Storytelling wi...
 
Storytelling with Dashboards and Vizia - Doing More With Social
Storytelling with Dashboards and Vizia - Doing More With Social Storytelling with Dashboards and Vizia - Doing More With Social
Storytelling with Dashboards and Vizia - Doing More With Social
 
Machine Learning Challenges For Automated Prompting In Smart Homes
Machine Learning Challenges For Automated Prompting In Smart HomesMachine Learning Challenges For Automated Prompting In Smart Homes
Machine Learning Challenges For Automated Prompting In Smart Homes
 
Fighting the Dark Side of Data-Driven (Form, Function & Class Web Design Conf...
Fighting the Dark Side of Data-Driven (Form, Function & Class Web Design Conf...Fighting the Dark Side of Data-Driven (Form, Function & Class Web Design Conf...
Fighting the Dark Side of Data-Driven (Form, Function & Class Web Design Conf...
 
Wireframe Exercise: Entertainment Publisher Homepages
Wireframe Exercise: Entertainment Publisher HomepagesWireframe Exercise: Entertainment Publisher Homepages
Wireframe Exercise: Entertainment Publisher Homepages
 
Wireframe Exercise: Good Magazine site
Wireframe Exercise: Good Magazine siteWireframe Exercise: Good Magazine site
Wireframe Exercise: Good Magazine site
 
Usability Basics - For E-commerce sites (Feb 2012 Internal Presentation)
Usability Basics - For E-commerce sites (Feb 2012 Internal Presentation)Usability Basics - For E-commerce sites (Feb 2012 Internal Presentation)
Usability Basics - For E-commerce sites (Feb 2012 Internal Presentation)
 
Wireframe Exercise: Boston Magazine
Wireframe Exercise: Boston MagazineWireframe Exercise: Boston Magazine
Wireframe Exercise: Boston Magazine
 
Wireframe exercise: E-Commerce Homepages (Circa 2012)
Wireframe exercise: E-Commerce Homepages (Circa 2012)Wireframe exercise: E-Commerce Homepages (Circa 2012)
Wireframe exercise: E-Commerce Homepages (Circa 2012)
 
Figuring Out What Clients Want - Basic Client Facilitation Workshop
Figuring Out What Clients Want - Basic Client Facilitation WorkshopFiguring Out What Clients Want - Basic Client Facilitation Workshop
Figuring Out What Clients Want - Basic Client Facilitation Workshop
 
Data storytelling demo
Data storytelling   demoData storytelling   demo
Data storytelling demo
 

Similar to From Information to Insight: Data Storytelling for Organizations

A Glimpse Into the Future of Data Science - What's Next for AI, Big Data & Ma...
A Glimpse Into the Future of Data Science - What's Next for AI, Big Data & Ma...A Glimpse Into the Future of Data Science - What's Next for AI, Big Data & Ma...
A Glimpse Into the Future of Data Science - What's Next for AI, Big Data & Ma...Pangea.ai
 
Research & Business about Artificial Intelligence: A Point of View
Research & Business about Artificial Intelligence: A Point of ViewResearch & Business about Artificial Intelligence: A Point of View
Research & Business about Artificial Intelligence: A Point of ViewPietro Leo
 
Copy of getting into ai event slides (PDF)
Copy of getting into ai   event slides (PDF)Copy of getting into ai   event slides (PDF)
Copy of getting into ai event slides (PDF)Matthew Miller
 
Thinkful - Intro to Data Science - Washington DC
Thinkful - Intro to Data Science - Washington DCThinkful - Intro to Data Science - Washington DC
Thinkful - Intro to Data Science - Washington DCTJ Stalcup
 
What-Do-We-Do-with-All-This-Big-Data-Altimeter-Group
What-Do-We-Do-with-All-This-Big-Data-Altimeter-GroupWhat-Do-We-Do-with-All-This-Big-Data-Altimeter-Group
What-Do-We-Do-with-All-This-Big-Data-Altimeter-GroupSusan Etlinger
 
Big Data Analytics - The New Cold War
Big Data Analytics - The New Cold WarBig Data Analytics - The New Cold War
Big Data Analytics - The New Cold WarKunal Dutta
 
Thinkful DC - Intro to Data Science
Thinkful DC - Intro to Data Science Thinkful DC - Intro to Data Science
Thinkful DC - Intro to Data Science TJ Stalcup
 
Getting comfortable with Data
Getting comfortable with DataGetting comfortable with Data
Getting comfortable with DataRitvvij Parrikh
 
Big Data and the Future of Journalism (Futurist Keynote Speaker Gerd Leonhard...
Big Data and the Future of Journalism (Futurist Keynote Speaker Gerd Leonhard...Big Data and the Future of Journalism (Futurist Keynote Speaker Gerd Leonhard...
Big Data and the Future of Journalism (Futurist Keynote Speaker Gerd Leonhard...Gerd Leonhard
 
Supertoys Last All Summer Long Analysis
Supertoys Last All Summer Long AnalysisSupertoys Last All Summer Long Analysis
Supertoys Last All Summer Long AnalysisCrystal Nelson
 
The Field Guide to Data Science
The Field Guide to Data ScienceThe Field Guide to Data Science
The Field Guide to Data ScienceEMC
 
[Report] What Do We Do With All This Big Data? Fostering Insight and Trust i...
[Report]  What Do We Do With All This Big Data? Fostering Insight and Trust i...[Report]  What Do We Do With All This Big Data? Fostering Insight and Trust i...
[Report] What Do We Do With All This Big Data? Fostering Insight and Trust i...Altimeter, a Prophet Company
 
Intro to Data Science
Intro to Data ScienceIntro to Data Science
Intro to Data ScienceTJ Stalcup
 
Data Scientist - Good Rebels -
Data Scientist - Good Rebels -Data Scientist - Good Rebels -
Data Scientist - Good Rebels -Good Rebels
 
Big Data, Republicans and 2016
Big Data, Republicans and 2016Big Data, Republicans and 2016
Big Data, Republicans and 2016steveparkhurst
 

Similar to From Information to Insight: Data Storytelling for Organizations (20)

A Glimpse Into the Future of Data Science - What's Next for AI, Big Data & Ma...
A Glimpse Into the Future of Data Science - What's Next for AI, Big Data & Ma...A Glimpse Into the Future of Data Science - What's Next for AI, Big Data & Ma...
A Glimpse Into the Future of Data Science - What's Next for AI, Big Data & Ma...
 
Talk_AI_in_Africa
Talk_AI_in_AfricaTalk_AI_in_Africa
Talk_AI_in_Africa
 
CKX: The Dark Side of Data
CKX: The Dark Side of DataCKX: The Dark Side of Data
CKX: The Dark Side of Data
 
Research & Business about Artificial Intelligence: A Point of View
Research & Business about Artificial Intelligence: A Point of ViewResearch & Business about Artificial Intelligence: A Point of View
Research & Business about Artificial Intelligence: A Point of View
 
The field-guide-to-data-science
The field-guide-to-data-scienceThe field-guide-to-data-science
The field-guide-to-data-science
 
Copy of getting into ai event slides (PDF)
Copy of getting into ai   event slides (PDF)Copy of getting into ai   event slides (PDF)
Copy of getting into ai event slides (PDF)
 
Data driven organizations
Data driven organizationsData driven organizations
Data driven organizations
 
Thinkful - Intro to Data Science - Washington DC
Thinkful - Intro to Data Science - Washington DCThinkful - Intro to Data Science - Washington DC
Thinkful - Intro to Data Science - Washington DC
 
What-Do-We-Do-with-All-This-Big-Data-Altimeter-Group
What-Do-We-Do-with-All-This-Big-Data-Altimeter-GroupWhat-Do-We-Do-with-All-This-Big-Data-Altimeter-Group
What-Do-We-Do-with-All-This-Big-Data-Altimeter-Group
 
The Field Guide to Data Science
The Field Guide to Data ScienceThe Field Guide to Data Science
The Field Guide to Data Science
 
Big Data Analytics - The New Cold War
Big Data Analytics - The New Cold WarBig Data Analytics - The New Cold War
Big Data Analytics - The New Cold War
 
Thinkful DC - Intro to Data Science
Thinkful DC - Intro to Data Science Thinkful DC - Intro to Data Science
Thinkful DC - Intro to Data Science
 
Getting comfortable with Data
Getting comfortable with DataGetting comfortable with Data
Getting comfortable with Data
 
Big Data and the Future of Journalism (Futurist Keynote Speaker Gerd Leonhard...
Big Data and the Future of Journalism (Futurist Keynote Speaker Gerd Leonhard...Big Data and the Future of Journalism (Futurist Keynote Speaker Gerd Leonhard...
Big Data and the Future of Journalism (Futurist Keynote Speaker Gerd Leonhard...
 
Supertoys Last All Summer Long Analysis
Supertoys Last All Summer Long AnalysisSupertoys Last All Summer Long Analysis
Supertoys Last All Summer Long Analysis
 
The Field Guide to Data Science
The Field Guide to Data ScienceThe Field Guide to Data Science
The Field Guide to Data Science
 
[Report] What Do We Do With All This Big Data? Fostering Insight and Trust i...
[Report]  What Do We Do With All This Big Data? Fostering Insight and Trust i...[Report]  What Do We Do With All This Big Data? Fostering Insight and Trust i...
[Report] What Do We Do With All This Big Data? Fostering Insight and Trust i...
 
Intro to Data Science
Intro to Data ScienceIntro to Data Science
Intro to Data Science
 
Data Scientist - Good Rebels -
Data Scientist - Good Rebels -Data Scientist - Good Rebels -
Data Scientist - Good Rebels -
 
Big Data, Republicans and 2016
Big Data, Republicans and 2016Big Data, Republicans and 2016
Big Data, Republicans and 2016
 

Recently uploaded

The Universal GTM - how we design GTM and dataLayer
The Universal GTM - how we design GTM and dataLayerThe Universal GTM - how we design GTM and dataLayer
The Universal GTM - how we design GTM and dataLayerPavel Šabatka
 
Persuasive E-commerce, Our Biased Brain @ Bikkeldag 2024
Persuasive E-commerce, Our Biased Brain @ Bikkeldag 2024Persuasive E-commerce, Our Biased Brain @ Bikkeldag 2024
Persuasive E-commerce, Our Biased Brain @ Bikkeldag 2024Guido X Jansen
 
MEASURES OF DISPERSION I BSc Botany .ppt
MEASURES OF DISPERSION I BSc Botany .pptMEASURES OF DISPERSION I BSc Botany .ppt
MEASURES OF DISPERSION I BSc Botany .pptaigil2
 
Elements of language learning - an analysis of how different elements of lang...
Elements of language learning - an analysis of how different elements of lang...Elements of language learning - an analysis of how different elements of lang...
Elements of language learning - an analysis of how different elements of lang...PrithaVashisht1
 
ChistaDATA Real-Time DATA Analytics Infrastructure
ChistaDATA Real-Time DATA Analytics InfrastructureChistaDATA Real-Time DATA Analytics Infrastructure
ChistaDATA Real-Time DATA Analytics Infrastructuresonikadigital1
 
5 Ds to Define Data Archiving Best Practices
5 Ds to Define Data Archiving Best Practices5 Ds to Define Data Archiving Best Practices
5 Ds to Define Data Archiving Best PracticesDataArchiva
 
Cash Is Still King: ATM market research '2023
Cash Is Still King: ATM market research '2023Cash Is Still King: ATM market research '2023
Cash Is Still King: ATM market research '2023Vladislav Solodkiy
 
Virtuosoft SmartSync Product Introduction
Virtuosoft SmartSync Product IntroductionVirtuosoft SmartSync Product Introduction
Virtuosoft SmartSync Product Introductionsanjaymuralee1
 
Master's Thesis - Data Science - Presentation
Master's Thesis - Data Science - PresentationMaster's Thesis - Data Science - Presentation
Master's Thesis - Data Science - PresentationGiorgio Carbone
 
YourView Panel Book.pptx YourView Panel Book.
YourView Panel Book.pptx YourView Panel Book.YourView Panel Book.pptx YourView Panel Book.
YourView Panel Book.pptx YourView Panel Book.JasonViviers2
 
AI for Sustainable Development Goals (SDGs)
AI for Sustainable Development Goals (SDGs)AI for Sustainable Development Goals (SDGs)
AI for Sustainable Development Goals (SDGs)Data & Analytics Magazin
 
Strategic CX: A Deep Dive into Voice of the Customer Insights for Clarity
Strategic CX: A Deep Dive into Voice of the Customer Insights for ClarityStrategic CX: A Deep Dive into Voice of the Customer Insights for Clarity
Strategic CX: A Deep Dive into Voice of the Customer Insights for ClarityAggregage
 
SFBA Splunk Usergroup meeting March 13, 2024
SFBA Splunk Usergroup meeting March 13, 2024SFBA Splunk Usergroup meeting March 13, 2024
SFBA Splunk Usergroup meeting March 13, 2024Becky Burwell
 
Mapping the pubmed data under different suptopics using NLP.pptx
Mapping the pubmed data under different suptopics using NLP.pptxMapping the pubmed data under different suptopics using NLP.pptx
Mapping the pubmed data under different suptopics using NLP.pptxVenkatasubramani13
 
TINJUAN PEMROSESAN TRANSAKSI DAN ERP.pptx
TINJUAN PEMROSESAN TRANSAKSI DAN ERP.pptxTINJUAN PEMROSESAN TRANSAKSI DAN ERP.pptx
TINJUAN PEMROSESAN TRANSAKSI DAN ERP.pptxDwiAyuSitiHartinah
 
How is Real-Time Analytics Different from Traditional OLAP?
How is Real-Time Analytics Different from Traditional OLAP?How is Real-Time Analytics Different from Traditional OLAP?
How is Real-Time Analytics Different from Traditional OLAP?sonikadigital1
 
CI, CD -Tools to integrate without manual intervention
CI, CD -Tools to integrate without manual interventionCI, CD -Tools to integrate without manual intervention
CI, CD -Tools to integrate without manual interventionajayrajaganeshkayala
 

Recently uploaded (17)

The Universal GTM - how we design GTM and dataLayer
The Universal GTM - how we design GTM and dataLayerThe Universal GTM - how we design GTM and dataLayer
The Universal GTM - how we design GTM and dataLayer
 
Persuasive E-commerce, Our Biased Brain @ Bikkeldag 2024
Persuasive E-commerce, Our Biased Brain @ Bikkeldag 2024Persuasive E-commerce, Our Biased Brain @ Bikkeldag 2024
Persuasive E-commerce, Our Biased Brain @ Bikkeldag 2024
 
MEASURES OF DISPERSION I BSc Botany .ppt
MEASURES OF DISPERSION I BSc Botany .pptMEASURES OF DISPERSION I BSc Botany .ppt
MEASURES OF DISPERSION I BSc Botany .ppt
 
Elements of language learning - an analysis of how different elements of lang...
Elements of language learning - an analysis of how different elements of lang...Elements of language learning - an analysis of how different elements of lang...
Elements of language learning - an analysis of how different elements of lang...
 
ChistaDATA Real-Time DATA Analytics Infrastructure
ChistaDATA Real-Time DATA Analytics InfrastructureChistaDATA Real-Time DATA Analytics Infrastructure
ChistaDATA Real-Time DATA Analytics Infrastructure
 
5 Ds to Define Data Archiving Best Practices
5 Ds to Define Data Archiving Best Practices5 Ds to Define Data Archiving Best Practices
5 Ds to Define Data Archiving Best Practices
 
Cash Is Still King: ATM market research '2023
Cash Is Still King: ATM market research '2023Cash Is Still King: ATM market research '2023
Cash Is Still King: ATM market research '2023
 
Virtuosoft SmartSync Product Introduction
Virtuosoft SmartSync Product IntroductionVirtuosoft SmartSync Product Introduction
Virtuosoft SmartSync Product Introduction
 
Master's Thesis - Data Science - Presentation
Master's Thesis - Data Science - PresentationMaster's Thesis - Data Science - Presentation
Master's Thesis - Data Science - Presentation
 
YourView Panel Book.pptx YourView Panel Book.
YourView Panel Book.pptx YourView Panel Book.YourView Panel Book.pptx YourView Panel Book.
YourView Panel Book.pptx YourView Panel Book.
 
AI for Sustainable Development Goals (SDGs)
AI for Sustainable Development Goals (SDGs)AI for Sustainable Development Goals (SDGs)
AI for Sustainable Development Goals (SDGs)
 
Strategic CX: A Deep Dive into Voice of the Customer Insights for Clarity
Strategic CX: A Deep Dive into Voice of the Customer Insights for ClarityStrategic CX: A Deep Dive into Voice of the Customer Insights for Clarity
Strategic CX: A Deep Dive into Voice of the Customer Insights for Clarity
 
SFBA Splunk Usergroup meeting March 13, 2024
SFBA Splunk Usergroup meeting March 13, 2024SFBA Splunk Usergroup meeting March 13, 2024
SFBA Splunk Usergroup meeting March 13, 2024
 
Mapping the pubmed data under different suptopics using NLP.pptx
Mapping the pubmed data under different suptopics using NLP.pptxMapping the pubmed data under different suptopics using NLP.pptx
Mapping the pubmed data under different suptopics using NLP.pptx
 
TINJUAN PEMROSESAN TRANSAKSI DAN ERP.pptx
TINJUAN PEMROSESAN TRANSAKSI DAN ERP.pptxTINJUAN PEMROSESAN TRANSAKSI DAN ERP.pptx
TINJUAN PEMROSESAN TRANSAKSI DAN ERP.pptx
 
How is Real-Time Analytics Different from Traditional OLAP?
How is Real-Time Analytics Different from Traditional OLAP?How is Real-Time Analytics Different from Traditional OLAP?
How is Real-Time Analytics Different from Traditional OLAP?
 
CI, CD -Tools to integrate without manual intervention
CI, CD -Tools to integrate without manual interventionCI, CD -Tools to integrate without manual intervention
CI, CD -Tools to integrate without manual intervention
 

From Information to Insight: Data Storytelling for Organizations