SlideShare ist ein Scribd-Unternehmen logo
1 von 99
Downloaden Sie, um offline zu lesen
How
UX&Data
Storytelling
Can Shape Policy
Thinking Machines is a full 
stack data science consultancy, 
with offices in Manila Philippines,
and San Francisco, California. 
We solve business problems 
with data.
About Me

SCALE:
1 circle = 1 hour
1 column = 1 week
Graphic Design
Data Visualization
UX Design
Web Design
Motion Graphics
Today:

01 Meet the Policy Makers
02 The Long Journey of Design Policy 
in the Philippines
03 How UX Fits Into Data Storytelling
04 Case Study 1: Road Safety
Designing as a Citizen
05 Case Study 2: Road Budget Tracking
Designing with the Government
01
Meet the
Policy Makers
David Yap
The road to hell is paved
with bad data.
Reina Reyes
02
The Long Journey 
of Design Policy
In the Philippines
Design
Design
"A way of thinking and a problem-
solving process that is user-
centered, collaborative, multi-
disciplinary and makes ideas
tangible, whether in the form of
products, services or
experiences."
RA
10557
The City of
Good Design
1239 km
The road to good design is
full of red tape
03
How UX Fits Into
Data Storytelling
=
=
It’s not just about making it pretty
People feel threatened by
very large numbers
Facts + Feelings = 
Data Storytelling
Visualization Analysis Framework
problem
driven work
Anthropology/
Ethnography/
Psychology

Design
Computer Science
Tamara Munzner, Information Visualization
What kind of data is relevant to our users?
04
Case Study: 
Road Safety
Designing as a Citizen
Get the most bang
for your data
02 Road Danger Story Part 1
Road Danger Story Part 1
02 Road Danger Story Part 1
02 Road Danger Story Part 1
02 Road Danger Story Part 1
02 Road Danger Story Part 1
02 Road Danger Story Part 1
02 Road Danger Story Part 1
Road Danger Story Part 2
02 Road Danger Story Part 2
02 Road Danger Story Part 2
02 Road Danger Story Part 2
02 Road Danger Story Part 2
02 Road Danger Story Part 2
02 Road Danger Story Part 3
Road Danger Story Part 3
02 Road Danger Story Part 3
02 Road Danger Story Part 3
02 Road Danger Story Part 3
It’s not just a graph, 
it’s a graphic
NATHAN YAU
05
Case Study: 
Road Budget Tracking
Designing with the Government
Roads are the arteries
of a country
The Philippines will
spend P766.5 billion
on roads this year
Are the roads being built?
Multiple Agencies 
+
Multiple Databases
+
No Unique ID
How do you follow 

one project from the first
database to the last?
algorithm
The Matching Algorithm

✦ Text Normalization
the process of transforming text into a single canonical form that it
might not have had before
✦ Text Vectorization
an algebraic model for representing text documents as vectors of
identifiers, such as, for example, index terms
✦ tf-idf 
short for term frequency–inverse document frequency, is a numerical
statistic that is intended to reflect how important a word is to a
Your idea is only as good
as how you present it
The Matching Algorithm
The Matching Algorithm
The Matching Algorithm
Initial User Testing
Insights
✦ Personas: Government Officials, Employees, 

Accountants, Journalists
✦ Officials: Importance of Budget Integrity and Faithfulness
Feature: Dashboard to look at the big picture
✦ Employees: Checking on Individual Projects
Feature: More pictures
✦ Journalists: Looking for stories for their beat
Feature: Maps
The City of
Good Design
1239 km
In Summary
✦ Data Visualisation isn’t just about making pretty charts, 

it has its own language.
✦ Making your visualisation more accessible and seen by
more people is good. But if it miscommunicates, it can be
worse than not being seen at all.
✦ Data can be cold, add emotion to humanise your story.
✦ Design should happen before data is processed.
✦ Who, What, Why, How?
#makefactscoolagain
Read more data
stories on our blog
stories.thinkingmachin.es
Follow Us
/thinkdatasci
@thinkdatasci
✦
✦

Weitere ähnliche Inhalte

Was ist angesagt?

Five Killer Ways to Design The Same Slide
Five Killer Ways to Design The Same SlideFive Killer Ways to Design The Same Slide
Five Killer Ways to Design The Same Slide
Crispy Presentations
 
Why Content Marketing Fails
Why Content Marketing FailsWhy Content Marketing Fails
Why Content Marketing Fails
Rand Fishkin
 

Was ist angesagt? (20)

Open Source Creativity
Open Source CreativityOpen Source Creativity
Open Source Creativity
 
The Science of Story: How Brands Can Use Storytelling To Get More Customers
The Science of Story: How Brands Can Use Storytelling To Get More CustomersThe Science of Story: How Brands Can Use Storytelling To Get More Customers
The Science of Story: How Brands Can Use Storytelling To Get More Customers
 
Design for Startups - Build Better Products, Not More Features
Design for Startups - Build Better Products, Not More FeaturesDesign for Startups - Build Better Products, Not More Features
Design for Startups - Build Better Products, Not More Features
 
Car Dealership Micro-Content Critiques
Car Dealership Micro-Content CritiquesCar Dealership Micro-Content Critiques
Car Dealership Micro-Content Critiques
 
The Art of the Presentation
The Art of the PresentationThe Art of the Presentation
The Art of the Presentation
 
Steal this presentation
Steal this presentationSteal this presentation
Steal this presentation
 
24 Awesome Infographic Ideas to Inspire Your Next Beautiful Creation
24 Awesome Infographic Ideas to Inspire Your Next Beautiful Creation24 Awesome Infographic Ideas to Inspire Your Next Beautiful Creation
24 Awesome Infographic Ideas to Inspire Your Next Beautiful Creation
 
28 Pitching Essentials
28 Pitching Essentials28 Pitching Essentials
28 Pitching Essentials
 
WTF - Why the Future Is Up to Us - pptx version
WTF - Why the Future Is Up to Us - pptx versionWTF - Why the Future Is Up to Us - pptx version
WTF - Why the Future Is Up to Us - pptx version
 
Fight for Yourself: How to Sell Your Ideas and Crush Presentations
Fight for Yourself: How to Sell Your Ideas and Crush PresentationsFight for Yourself: How to Sell Your Ideas and Crush Presentations
Fight for Yourself: How to Sell Your Ideas and Crush Presentations
 
The Hierarchy of Engagement
The Hierarchy of EngagementThe Hierarchy of Engagement
The Hierarchy of Engagement
 
The Build Trap
The Build TrapThe Build Trap
The Build Trap
 
Five Killer Ways to Design The Same Slide
Five Killer Ways to Design The Same SlideFive Killer Ways to Design The Same Slide
Five Killer Ways to Design The Same Slide
 
How to Use Photography for Great Presentations
How to Use Photography for Great PresentationsHow to Use Photography for Great Presentations
How to Use Photography for Great Presentations
 
Why Content Marketing Fails
Why Content Marketing FailsWhy Content Marketing Fails
Why Content Marketing Fails
 
24 Design Tips from Real Designers
24 Design Tips from Real Designers24 Design Tips from Real Designers
24 Design Tips from Real Designers
 
Crap. The Content Marketing Deluge.
Crap. The Content Marketing Deluge.Crap. The Content Marketing Deluge.
Crap. The Content Marketing Deluge.
 
The Shift: UX Designer as Business Consultant (2016)
The Shift: UX Designer as Business Consultant (2016)The Shift: UX Designer as Business Consultant (2016)
The Shift: UX Designer as Business Consultant (2016)
 
Inspired Storytelling: Engaging People & Moving Them To Action
Inspired Storytelling: Engaging People & Moving Them To ActionInspired Storytelling: Engaging People & Moving Them To Action
Inspired Storytelling: Engaging People & Moving Them To Action
 
10 Things your Audience Hates About your Presentation
10 Things your Audience Hates About your Presentation10 Things your Audience Hates About your Presentation
10 Things your Audience Hates About your Presentation
 

Andere mochten auch

Dispatches From The New Economy: The Five Faces Of The On-Demand Economy
Dispatches From The New Economy: The Five Faces Of The On-Demand EconomyDispatches From The New Economy: The Five Faces Of The On-Demand Economy
Dispatches From The New Economy: The Five Faces Of The On-Demand Economy
Intuit Inc.
 

Andere mochten auch (20)

10 Color Banner Design Inspiration
10 Color Banner Design Inspiration10 Color Banner Design Inspiration
10 Color Banner Design Inspiration
 
How NOT to Run Your Company – Lessons Learned
How NOT to Run Your Company – Lessons LearnedHow NOT to Run Your Company – Lessons Learned
How NOT to Run Your Company – Lessons Learned
 
Clickbait: A Guide To Writing Un-Ignorable Headlines
Clickbait: A Guide To Writing Un-Ignorable HeadlinesClickbait: A Guide To Writing Un-Ignorable Headlines
Clickbait: A Guide To Writing Un-Ignorable Headlines
 
How a Strong Brand Boosts B2B Demand
How a Strong Brand Boosts B2B DemandHow a Strong Brand Boosts B2B Demand
How a Strong Brand Boosts B2B Demand
 
10 Engagement Lessons Learned From 1 Million Survey Answers
10 Engagement Lessons Learned From 1 Million Survey Answers10 Engagement Lessons Learned From 1 Million Survey Answers
10 Engagement Lessons Learned From 1 Million Survey Answers
 
Prototyping is an attitude
Prototyping is an attitudePrototyping is an attitude
Prototyping is an attitude
 
Get Featured: So You Want to be on the Front Page of SlideShare?
Get Featured: So You Want to be on the Front Page of SlideShare?Get Featured: So You Want to be on the Front Page of SlideShare?
Get Featured: So You Want to be on the Front Page of SlideShare?
 
Tips from Calvin and Hobbes on how to be a good customer
Tips from Calvin and Hobbes on how to be a good customerTips from Calvin and Hobbes on how to be a good customer
Tips from Calvin and Hobbes on how to be a good customer
 
500 Demo Day Batch 19: Gluwa
500 Demo Day Batch 19: Gluwa500 Demo Day Batch 19: Gluwa
500 Demo Day Batch 19: Gluwa
 
Dispatches From The New Economy: The Five Faces Of The On-Demand Economy
Dispatches From The New Economy: The Five Faces Of The On-Demand EconomyDispatches From The New Economy: The Five Faces Of The On-Demand Economy
Dispatches From The New Economy: The Five Faces Of The On-Demand Economy
 
Designing Teams for Emerging Challenges
Designing Teams for Emerging ChallengesDesigning Teams for Emerging Challenges
Designing Teams for Emerging Challenges
 
38 Employee Engagement Ideas Your Team Will Love
38 Employee Engagement Ideas Your Team Will Love38 Employee Engagement Ideas Your Team Will Love
38 Employee Engagement Ideas Your Team Will Love
 
The Sketchnote Mini-Workshop
The Sketchnote Mini-WorkshopThe Sketchnote Mini-Workshop
The Sketchnote Mini-Workshop
 
Top Productivity Working Hacks by Jan Rezab
Top Productivity Working Hacks by Jan RezabTop Productivity Working Hacks by Jan Rezab
Top Productivity Working Hacks by Jan Rezab
 
Learn BEM: CSS Naming Convention
Learn BEM: CSS Naming ConventionLearn BEM: CSS Naming Convention
Learn BEM: CSS Naming Convention
 
10 Best Practices of a Best Company to Work For
10 Best Practices of a Best Company to Work For10 Best Practices of a Best Company to Work For
10 Best Practices of a Best Company to Work For
 
How to Land that First Customer
How to Land that First CustomerHow to Land that First Customer
How to Land that First Customer
 
Towards Greatness
Towards GreatnessTowards Greatness
Towards Greatness
 
Mobile Is Eating the World (2016)
Mobile Is Eating the World (2016)Mobile Is Eating the World (2016)
Mobile Is Eating the World (2016)
 
The ABC’s of Living a Healthy Life
The ABC’s of Living a Healthy LifeThe ABC’s of Living a Healthy Life
The ABC’s of Living a Healthy Life
 

Ähnlich wie Lightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika Aldaba

2 hours agoEsha Reddy Pulakurthi Week 8COLLAPSETop of Fo.docx
2 hours agoEsha Reddy Pulakurthi Week 8COLLAPSETop of Fo.docx2 hours agoEsha Reddy Pulakurthi Week 8COLLAPSETop of Fo.docx
2 hours agoEsha Reddy Pulakurthi Week 8COLLAPSETop of Fo.docx
lorainedeserre
 
Experian Discussion Paper_Managing data as a strategic asset in Local Go...
Experian Discussion Paper_Managing data as a strategic asset in Local Go...Experian Discussion Paper_Managing data as a strategic asset in Local Go...
Experian Discussion Paper_Managing data as a strategic asset in Local Go...
Martin Soley
 

Ähnlich wie Lightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika Aldaba (20)

Connecting the Dots: Early Insights from Customer Journey Mapping with Graphs...
Connecting the Dots: Early Insights from Customer Journey Mapping with Graphs...Connecting the Dots: Early Insights from Customer Journey Mapping with Graphs...
Connecting the Dots: Early Insights from Customer Journey Mapping with Graphs...
 
2 hours agoEsha Reddy Pulakurthi Week 8COLLAPSETop of Fo.docx
2 hours agoEsha Reddy Pulakurthi Week 8COLLAPSETop of Fo.docx2 hours agoEsha Reddy Pulakurthi Week 8COLLAPSETop of Fo.docx
2 hours agoEsha Reddy Pulakurthi Week 8COLLAPSETop of Fo.docx
 
Datavores of Local Government
Datavores of Local GovernmentDatavores of Local Government
Datavores of Local Government
 
Optimizing Local Government Management through Performance and Data Analytics
Optimizing Local Government Management through Performance and Data AnalyticsOptimizing Local Government Management through Performance and Data Analytics
Optimizing Local Government Management through Performance and Data Analytics
 
How to Deliver Data Insights by Fmr Google Sr Analytical Lead
How to Deliver Data Insights by Fmr Google Sr Analytical LeadHow to Deliver Data Insights by Fmr Google Sr Analytical Lead
How to Deliver Data Insights by Fmr Google Sr Analytical Lead
 
Promote Data Management & Utilization in METI, Japan
Promote Data Management & Utilization in METI, JapanPromote Data Management & Utilization in METI, Japan
Promote Data Management & Utilization in METI, Japan
 
Strategic use of digital information in Government - Rwanda-CMU-2014
Strategic use of digital information in Government - Rwanda-CMU-2014Strategic use of digital information in Government - Rwanda-CMU-2014
Strategic use of digital information in Government - Rwanda-CMU-2014
 
Go Code Colorado: Inspiring Innovation & Opening Data
Go Code Colorado: Inspiring Innovation & Opening DataGo Code Colorado: Inspiring Innovation & Opening Data
Go Code Colorado: Inspiring Innovation & Opening Data
 
State of Minnesota IT Innovation Program update
State of Minnesota IT Innovation Program updateState of Minnesota IT Innovation Program update
State of Minnesota IT Innovation Program update
 
Spotdy BigAI for Government
Spotdy BigAI for GovernmentSpotdy BigAI for Government
Spotdy BigAI for Government
 
Webinar: How Penton Uses MongoDB As an Analytics Platform within their Drupal...
Webinar: How Penton Uses MongoDB As an Analytics Platform within their Drupal...Webinar: How Penton Uses MongoDB As an Analytics Platform within their Drupal...
Webinar: How Penton Uses MongoDB As an Analytics Platform within their Drupal...
 
Experian Discussion Paper_Managing data as a strategic asset in Local Go...
Experian Discussion Paper_Managing data as a strategic asset in Local Go...Experian Discussion Paper_Managing data as a strategic asset in Local Go...
Experian Discussion Paper_Managing data as a strategic asset in Local Go...
 
Local plans alpha - weeknotes w/e 10 April
Local plans alpha - weeknotes w/e 10 AprilLocal plans alpha - weeknotes w/e 10 April
Local plans alpha - weeknotes w/e 10 April
 
Webinar the rise of nearshore outsourcing after covid 8 7-2020
Webinar the rise of nearshore outsourcing after covid 8 7-2020Webinar the rise of nearshore outsourcing after covid 8 7-2020
Webinar the rise of nearshore outsourcing after covid 8 7-2020
 
10TH ANNUAL CFO ​LEADERSHIP CONFERENCE: The Rise of Finance Outsourcing in a ...
10TH ANNUAL CFO ​LEADERSHIP CONFERENCE: The Rise of Finance Outsourcing in a ...10TH ANNUAL CFO ​LEADERSHIP CONFERENCE: The Rise of Finance Outsourcing in a ...
10TH ANNUAL CFO ​LEADERSHIP CONFERENCE: The Rise of Finance Outsourcing in a ...
 
Next Generation of Traveler Information
Next Generation of Traveler InformationNext Generation of Traveler Information
Next Generation of Traveler Information
 
Transforming City with Internet of Things
Transforming City with Internet of ThingsTransforming City with Internet of Things
Transforming City with Internet of Things
 
From AI to Analytics
From AI to AnalyticsFrom AI to Analytics
From AI to Analytics
 
From AI to Analytics
From AI to AnalyticsFrom AI to Analytics
From AI to Analytics
 
Public Engagement Planning
Public Engagement PlanningPublic Engagement Planning
Public Engagement Planning
 

Mehr von ux singapore

Mehr von ux singapore (20)

Lightning Talk #15: Beyond Usability: Elements of Great Modern User Experienc...
Lightning Talk #15: Beyond Usability: Elements of Great Modern User Experienc...Lightning Talk #15: Beyond Usability: Elements of Great Modern User Experienc...
Lightning Talk #15: Beyond Usability: Elements of Great Modern User Experienc...
 
Lightning Talk #14: Blueprint for change by Ally Reeves
Lightning Talk #14: Blueprint for change by Ally ReevesLightning Talk #14: Blueprint for change by Ally Reeves
Lightning Talk #14: Blueprint for change by Ally Reeves
 
Lightning Talk #13: Anticipatory Design: Invisible Interfaces and Predictive ...
Lightning Talk #13: Anticipatory Design: Invisible Interfaces and Predictive ...Lightning Talk #13: Anticipatory Design: Invisible Interfaces and Predictive ...
Lightning Talk #13: Anticipatory Design: Invisible Interfaces and Predictive ...
 
Lightning Talk #12:7 cognitive biases we shouldn’t ignore in research by Ruth...
Lightning Talk #12:7 cognitive biases we shouldn’t ignore in research by Ruth...Lightning Talk #12:7 cognitive biases we shouldn’t ignore in research by Ruth...
Lightning Talk #12:7 cognitive biases we shouldn’t ignore in research by Ruth...
 
Lightning Talk #11: Designer spaces by Alastair Simpson
Lightning Talk #11: Designer spaces by Alastair SimpsonLightning Talk #11: Designer spaces by Alastair Simpson
Lightning Talk #11: Designer spaces by Alastair Simpson
 
Lightning Talk #10: Creating a Design-Centered Culture in Organizations: Lear...
Lightning Talk #10: Creating a Design-Centered Culture in Organizations: Lear...Lightning Talk #10: Creating a Design-Centered Culture in Organizations: Lear...
Lightning Talk #10: Creating a Design-Centered Culture in Organizations: Lear...
 
Lightning Talk #8: Digital Transformation in Asia – The Real Deal by Kanika A...
Lightning Talk #8: Digital Transformation in Asia – The Real Deal by Kanika A...Lightning Talk #8: Digital Transformation in Asia – The Real Deal by Kanika A...
Lightning Talk #8: Digital Transformation in Asia – The Real Deal by Kanika A...
 
Lightning Talk #7: Outwards and Inwards Experiential Transformation: A KASKUS...
Lightning Talk #7: Outwards and Inwards Experiential Transformation: A KASKUS...Lightning Talk #7: Outwards and Inwards Experiential Transformation: A KASKUS...
Lightning Talk #7: Outwards and Inwards Experiential Transformation: A KASKUS...
 
Lightning Talk #6: UX Coaching for Organisational Transformation by Jodine St...
Lightning Talk #6: UX Coaching for Organisational Transformation by Jodine St...Lightning Talk #6: UX Coaching for Organisational Transformation by Jodine St...
Lightning Talk #6: UX Coaching for Organisational Transformation by Jodine St...
 
Lightning Talk #5: User Onboarding: Patterns and Anti-Patterns Explored by Pa...
Lightning Talk #5: User Onboarding: Patterns and Anti-Patterns Explored by Pa...Lightning Talk #5: User Onboarding: Patterns and Anti-Patterns Explored by Pa...
Lightning Talk #5: User Onboarding: Patterns and Anti-Patterns Explored by Pa...
 
Lightning Talk #2: Sustaining Transformation in Government Agencies by Gerry ...
Lightning Talk #2: Sustaining Transformation in Government Agencies by Gerry ...Lightning Talk #2: Sustaining Transformation in Government Agencies by Gerry ...
Lightning Talk #2: Sustaining Transformation in Government Agencies by Gerry ...
 
Workshop #14: Behaviour, government policy and me: applying behavioural insig...
Workshop #14: Behaviour, government policy and me: applying behavioural insig...Workshop #14: Behaviour, government policy and me: applying behavioural insig...
Workshop #14: Behaviour, government policy and me: applying behavioural insig...
 
Workshop #13: Scenario Based Design_handoutsB
Workshop #13: Scenario Based Design_handoutsBWorkshop #13: Scenario Based Design_handoutsB
Workshop #13: Scenario Based Design_handoutsB
 
Workshop #13: Scenario Based Design_handoutsA
Workshop #13: Scenario Based Design_handoutsAWorkshop #13: Scenario Based Design_handoutsA
Workshop #13: Scenario Based Design_handoutsA
 
Workshop #13: Scenario Based Design by Shane Morris
Workshop #13: Scenario Based Design by Shane MorrisWorkshop #13: Scenario Based Design by Shane Morris
Workshop #13: Scenario Based Design by Shane Morris
 
Workshop #12: Research toolbox: Exploring innovation opportunities, emotion a...
Workshop #12: Research toolbox: Exploring innovation opportunities, emotion a...Workshop #12: Research toolbox: Exploring innovation opportunities, emotion a...
Workshop #12: Research toolbox: Exploring innovation opportunities, emotion a...
 
Workshop #11: What is Right and Wrong Mindfulness by Venerable Chuan Guan
Workshop #11: What is Right and Wrong Mindfulness by Venerable Chuan GuanWorkshop #11: What is Right and Wrong Mindfulness by Venerable Chuan Guan
Workshop #11: What is Right and Wrong Mindfulness by Venerable Chuan Guan
 
Workshop #7: Get Strategic: Learn To Embed UX More Deeply Into Your Organizat...
Workshop #7: Get Strategic: Learn To Embed UX More Deeply Into Your Organizat...Workshop #7: Get Strategic: Learn To Embed UX More Deeply Into Your Organizat...
Workshop #7: Get Strategic: Learn To Embed UX More Deeply Into Your Organizat...
 
Workshop #6: UX In The Jungle by DJ (Der-Jeng) Lin & Mike Chou
Workshop #6: UX In The Jungle by DJ (Der-Jeng) Lin & Mike ChouWorkshop #6: UX In The Jungle by DJ (Der-Jeng) Lin & Mike Chou
Workshop #6: UX In The Jungle by DJ (Der-Jeng) Lin & Mike Chou
 
Workshop #5: Phygital - The Future of Seating by L+W
Workshop #5: Phygital - The Future of Seating by L+WWorkshop #5: Phygital - The Future of Seating by L+W
Workshop #5: Phygital - The Future of Seating by L+W
 

Kürzlich hochgeladen

Abortion pill for sale in Muscat (+918761049707)) Get Cytotec Cash on deliver...
Abortion pill for sale in Muscat (+918761049707)) Get Cytotec Cash on deliver...Abortion pill for sale in Muscat (+918761049707)) Get Cytotec Cash on deliver...
Abortion pill for sale in Muscat (+918761049707)) Get Cytotec Cash on deliver...
instagramfab782445
 
Brookefield Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Brookefield Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Brookefield Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Brookefield Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
amitlee9823
 
Jigani Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bangal...
Jigani Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bangal...Jigani Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bangal...
Jigani Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bangal...
amitlee9823
 
Verified Trusted Call Girls Adugodi💘 9352852248 Good Looking standard Profil...
Verified Trusted Call Girls Adugodi💘 9352852248  Good Looking standard Profil...Verified Trusted Call Girls Adugodi💘 9352852248  Good Looking standard Profil...
Verified Trusted Call Girls Adugodi💘 9352852248 Good Looking standard Profil...
kumaririma588
 
Escorts Service Nagavara ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Nagavara ☎ 7737669865☎ Book Your One night Stand (Bangalore)Escorts Service Nagavara ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Nagavara ☎ 7737669865☎ Book Your One night Stand (Bangalore)
amitlee9823
 
Whitefield Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Ba...
Whitefield Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Ba...Whitefield Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Ba...
Whitefield Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Ba...
amitlee9823
 
Editorial design Magazine design project.pdf
Editorial design Magazine design project.pdfEditorial design Magazine design project.pdf
Editorial design Magazine design project.pdf
tbatkhuu1
 
Recommendable # 971589162217 # philippine Young Call Girls in Dubai By Marina...
Recommendable # 971589162217 # philippine Young Call Girls in Dubai By Marina...Recommendable # 971589162217 # philippine Young Call Girls in Dubai By Marina...
Recommendable # 971589162217 # philippine Young Call Girls in Dubai By Marina...
home
 
VVIP CALL GIRLS Lucknow 💓 Lucknow < Renuka Sharma > 7877925207 Escorts Service
VVIP CALL GIRLS Lucknow 💓 Lucknow < Renuka Sharma > 7877925207 Escorts ServiceVVIP CALL GIRLS Lucknow 💓 Lucknow < Renuka Sharma > 7877925207 Escorts Service
VVIP CALL GIRLS Lucknow 💓 Lucknow < Renuka Sharma > 7877925207 Escorts Service
aroranaina404
 
Anamika Escorts Service Darbhanga ❣️ 7014168258 ❣️ High Cost Unlimited Hard ...
Anamika Escorts Service Darbhanga ❣️ 7014168258 ❣️ High Cost Unlimited Hard  ...Anamika Escorts Service Darbhanga ❣️ 7014168258 ❣️ High Cost Unlimited Hard  ...
Anamika Escorts Service Darbhanga ❣️ 7014168258 ❣️ High Cost Unlimited Hard ...
nirzagarg
 

Kürzlich hochgeladen (20)

Sector 104, Noida Call girls :8448380779 Model Escorts | 100% verified
Sector 104, Noida Call girls :8448380779 Model Escorts | 100% verifiedSector 104, Noida Call girls :8448380779 Model Escorts | 100% verified
Sector 104, Noida Call girls :8448380779 Model Escorts | 100% verified
 
Abortion pill for sale in Muscat (+918761049707)) Get Cytotec Cash on deliver...
Abortion pill for sale in Muscat (+918761049707)) Get Cytotec Cash on deliver...Abortion pill for sale in Muscat (+918761049707)) Get Cytotec Cash on deliver...
Abortion pill for sale in Muscat (+918761049707)) Get Cytotec Cash on deliver...
 
Q4-W4-SCIENCE-5 power point presentation
Q4-W4-SCIENCE-5 power point presentationQ4-W4-SCIENCE-5 power point presentation
Q4-W4-SCIENCE-5 power point presentation
 
Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Hy...
Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Hy...Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Hy...
Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Hy...
 
Brookefield Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Brookefield Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...Brookefield Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
Brookefield Call Girls: 🍓 7737669865 🍓 High Profile Model Escorts | Bangalore...
 
Jigani Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bangal...
Jigani Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bangal...Jigani Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bangal...
Jigani Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Bangal...
 
UI:UX Design and Empowerment Strategies for Underprivileged Transgender Indiv...
UI:UX Design and Empowerment Strategies for Underprivileged Transgender Indiv...UI:UX Design and Empowerment Strategies for Underprivileged Transgender Indiv...
UI:UX Design and Empowerment Strategies for Underprivileged Transgender Indiv...
 
Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Gi...
Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Gi...Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Gi...
Pooja 9892124323, Call girls Services and Mumbai Escort Service Near Hotel Gi...
 
❤Personal Whatsapp Number 8617697112 Samba Call Girls 💦✅.
❤Personal Whatsapp Number 8617697112 Samba Call Girls 💦✅.❤Personal Whatsapp Number 8617697112 Samba Call Girls 💦✅.
❤Personal Whatsapp Number 8617697112 Samba Call Girls 💦✅.
 
HiFi Call Girl Service Delhi Phone ☞ 9899900591 ☜ Escorts Service at along wi...
HiFi Call Girl Service Delhi Phone ☞ 9899900591 ☜ Escorts Service at along wi...HiFi Call Girl Service Delhi Phone ☞ 9899900591 ☜ Escorts Service at along wi...
HiFi Call Girl Service Delhi Phone ☞ 9899900591 ☜ Escorts Service at along wi...
 
Verified Trusted Call Girls Adugodi💘 9352852248 Good Looking standard Profil...
Verified Trusted Call Girls Adugodi💘 9352852248  Good Looking standard Profil...Verified Trusted Call Girls Adugodi💘 9352852248  Good Looking standard Profil...
Verified Trusted Call Girls Adugodi💘 9352852248 Good Looking standard Profil...
 
Case Study of Hotel Taj Vivanta, Pune
Case Study of Hotel Taj Vivanta, PuneCase Study of Hotel Taj Vivanta, Pune
Case Study of Hotel Taj Vivanta, Pune
 
VIP Model Call Girls Kalyani Nagar ( Pune ) Call ON 8005736733 Starting From ...
VIP Model Call Girls Kalyani Nagar ( Pune ) Call ON 8005736733 Starting From ...VIP Model Call Girls Kalyani Nagar ( Pune ) Call ON 8005736733 Starting From ...
VIP Model Call Girls Kalyani Nagar ( Pune ) Call ON 8005736733 Starting From ...
 
Escorts Service Nagavara ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Nagavara ☎ 7737669865☎ Book Your One night Stand (Bangalore)Escorts Service Nagavara ☎ 7737669865☎ Book Your One night Stand (Bangalore)
Escorts Service Nagavara ☎ 7737669865☎ Book Your One night Stand (Bangalore)
 
Hire 💕 8617697112 Meerut Call Girls Service Call Girls Agency
Hire 💕 8617697112 Meerut Call Girls Service Call Girls AgencyHire 💕 8617697112 Meerut Call Girls Service Call Girls Agency
Hire 💕 8617697112 Meerut Call Girls Service Call Girls Agency
 
Whitefield Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Ba...
Whitefield Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Ba...Whitefield Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Ba...
Whitefield Call Girls Service: 🍓 7737669865 🍓 High Profile Model Escorts | Ba...
 
Editorial design Magazine design project.pdf
Editorial design Magazine design project.pdfEditorial design Magazine design project.pdf
Editorial design Magazine design project.pdf
 
Recommendable # 971589162217 # philippine Young Call Girls in Dubai By Marina...
Recommendable # 971589162217 # philippine Young Call Girls in Dubai By Marina...Recommendable # 971589162217 # philippine Young Call Girls in Dubai By Marina...
Recommendable # 971589162217 # philippine Young Call Girls in Dubai By Marina...
 
VVIP CALL GIRLS Lucknow 💓 Lucknow < Renuka Sharma > 7877925207 Escorts Service
VVIP CALL GIRLS Lucknow 💓 Lucknow < Renuka Sharma > 7877925207 Escorts ServiceVVIP CALL GIRLS Lucknow 💓 Lucknow < Renuka Sharma > 7877925207 Escorts Service
VVIP CALL GIRLS Lucknow 💓 Lucknow < Renuka Sharma > 7877925207 Escorts Service
 
Anamika Escorts Service Darbhanga ❣️ 7014168258 ❣️ High Cost Unlimited Hard ...
Anamika Escorts Service Darbhanga ❣️ 7014168258 ❣️ High Cost Unlimited Hard  ...Anamika Escorts Service Darbhanga ❣️ 7014168258 ❣️ High Cost Unlimited Hard  ...
Anamika Escorts Service Darbhanga ❣️ 7014168258 ❣️ High Cost Unlimited Hard ...
 

Lightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika Aldaba