SlideShare uma empresa Scribd logo
1 de 90
Baixar para ler offline
DATA + DESIGN
where math and art collide
Trina Chiasson, Infoactive | @trinachi | infoactive.co/data-design
This year, I did something new.
I worked with 80+ volunteer
contributors to write a
300-page ebook.
How do you write an
open source ebook?
It started with a message…
Hi Trina! Stats dork from Chicago here…
Do you have any plans to include tutorials
for basic data cleaning and data selection
techniques for users who may not have
any statistics background?
— Dyanna Gregory
This is what most statistics textbooks look like.
Most designers say…
This isn’t
for me
HAVE YOU EVER SEEN A BAD INFOGRAPHIC?
24.5%NO
84.5%
YES
Why do so many
infographics suck?
THEORY #1
Graphic Designers are evil.
They sacrifice
truthful data representation
for aesthetic gain.
THEORY #2
Marketers are evil.
They sacrifice
truthful data representation
for more clicks.
THEORY #3
Most people aren’t evil.
Good data visualization
is really hard to do.
Who has skills in programming,
design, and data analysis?
Not everyone is blessed with the innate ability
to make brilliant data visualizations.
What data collection looked like,
not too long ago
What data storage looked like,
not too long ago
What data collection
looks like today
1985: The birth of Excel
But what do we do
with all of this data?
The price of light is less
than the cost of darkness.
— Arthur C. Nielsen,
Market Researcher & Founder of ACNielsen
Let’s send our data to a designer
who can make it look pretty.
But most designers
are not trained in stats
How about a friendly
introduction to data?
But how do you write an
open source ebook?
There’s no
open source book
on how to write
an open source book.
Don’t underestimate the
awesomeness of strangers
on the internet.*
* Especially strangers who volunteer to
write books about data in their free time.
In six months,
we wrote and released the
English version.
Data + Design is now being
translated in Chinese, Russian,
Spanish, and French.
Is it true that
dataviz people
hate pie charts?
That’s a complex
question.
Arguments against
pie charts:
13% 100%
13%
A table is nearly always better than a dumb pie chart;
the only worse design than a pie chart is several of them,
for then the viewer is asked to compare quantities located
in spatial disarray both within and between charts […]
Given their low density and failure to
order numbers along a visual dimension,
pie charts should never be used.
Edward Tufte, "The Visual Display of Quantitative Information”
Graphical perception: Theory, Experimentation, and Application to the Development of Graphical Models
Meat Pies
& Color Theory
What Color
Is This Chart?
#TheChart
Hot Pie Cold Pie
Hot PieCold Pie
Men who cannot
read this chart
Men who can read
this chart
So you should use
monochromatic
color scales, right?
Monochromatic scales are
better for continuous data
Be careful with
multicolor scales
Red tends to stand out
against other colors
Can you find the red circle?
How about now?
Which is easier?
Finding boundaries in color vs. shapes
Adapted from: Healey, Christopher G., Kellogg S. Booth, and James T. Ennis. “High-Speed Visual Estimation Using
Preattentive Processing.” ACM Transactions on Computer-Human Interaction 3.2 (1996): 4.
So what colors
should I use?
It depends, but…
BLUE & ORANGE
More visual
trickery
Our brains look for
baselines to compare
distances
But the dark blue line
is measured on a
vertical scale.
Tricky, indeed.
Another example…
At first glance, you might think that the
dark blue line decreased in value.
More visual trickery!
Same data, different story.
How do we make data
more human?
US unemployment rate from 2007-2009
http://www.nytimes.com/interactive/2009/11/06/business/economy/unemployment-lines.html?_r=0
In 2008, the Sichuan Earthquake
killed over 60,000 people in China.
“For seven years she lived happily on this earth”
- Mother of an earthquake victim
How will you
share your data?
DATA + DESIGN
where math and art collide
Trina Chiasson, Infoactive | @trinachi | infoactive.co/data-design

Mais conteúdo relacionado

Mais procurados

The Future of Everything
The Future of EverythingThe Future of Everything
The Future of EverythingCharbel Zeaiter
 
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 SlideCrispy Presentations
 
10 Ways Your Boss Kills Employee Motivation
10 Ways Your Boss Kills Employee Motivation10 Ways Your Boss Kills Employee Motivation
10 Ways Your Boss Kills Employee MotivationOfficevibe
 
25 Need-to-Know Marketing Stats
25 Need-to-Know Marketing Stats25 Need-to-Know Marketing Stats
25 Need-to-Know Marketing Statscontently
 
4 Biggest Challenges for Creative Teams
4 Biggest Challenges for Creative Teams4 Biggest Challenges for Creative Teams
4 Biggest Challenges for Creative TeamsWrike
 
10 Shocking Stats About Disengaged Employees
10 Shocking Stats About Disengaged Employees10 Shocking Stats About Disengaged Employees
10 Shocking Stats About Disengaged EmployeesOfficevibe
 
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 PresentationsDigital Surgeons
 
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfAI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfmarketingartwork
 
Lightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika Aldaba
Lightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika AldabaLightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika Aldaba
Lightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika Aldabaux singapore
 
The 3 Secrets of Highly Successful Graduates
The 3 Secrets of Highly Successful GraduatesThe 3 Secrets of Highly Successful Graduates
The 3 Secrets of Highly Successful GraduatesReid Hoffman
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...RachelPearson36
 
How I got 2.5 Million views on Slideshare (by @nickdemey - Board of Innovation)
How I got 2.5 Million views on Slideshare (by @nickdemey - Board of Innovation)How I got 2.5 Million views on Slideshare (by @nickdemey - Board of Innovation)
How I got 2.5 Million views on Slideshare (by @nickdemey - Board of Innovation)Board of Innovation
 
How To Sell To Non-Believers - Turning Doubt Into Trust
How To Sell To Non-Believers - Turning Doubt Into TrustHow To Sell To Non-Believers - Turning Doubt Into Trust
How To Sell To Non-Believers - Turning Doubt Into TrustClose.io
 
Habits at Work - Merci Victoria Grace, Growth, Slack - 2016 Habit Summit
Habits at Work - Merci Victoria Grace, Growth, Slack - 2016 Habit SummitHabits at Work - Merci Victoria Grace, Growth, Slack - 2016 Habit Summit
Habits at Work - Merci Victoria Grace, Growth, Slack - 2016 Habit SummitHabit Summit
 
Staying Cool During Summer
Staying Cool During SummerStaying Cool During Summer
Staying Cool During SummerDeborah Davis
 
The Unintended Outcomes of Unconscious Bias in Performance Management
The Unintended Outcomes of Unconscious Bias in Performance ManagementThe Unintended Outcomes of Unconscious Bias in Performance Management
The Unintended Outcomes of Unconscious Bias in Performance ManagementInsideOut Development
 
Do You Struggle With Employee Recognition?
Do You Struggle With Employee Recognition?Do You Struggle With Employee Recognition?
Do You Struggle With Employee Recognition?Elodie A.
 
10 ways to build stronger, more successful teams. Be a better manager.
10 ways to build stronger, more successful teams. Be a better manager. 10 ways to build stronger, more successful teams. Be a better manager.
10 ways to build stronger, more successful teams. Be a better manager. Weekdone.com
 
Discover The Top 10 Types Of Colleagues Around You
Discover The Top 10 Types Of Colleagues Around YouDiscover The Top 10 Types Of Colleagues Around You
Discover The Top 10 Types Of Colleagues Around YouAnkur Tandon
 

Mais procurados (20)

The Future of Everything
The Future of EverythingThe Future of Everything
The Future of Everything
 
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
 
10 Ways Your Boss Kills Employee Motivation
10 Ways Your Boss Kills Employee Motivation10 Ways Your Boss Kills Employee Motivation
10 Ways Your Boss Kills Employee Motivation
 
25 Need-to-Know Marketing Stats
25 Need-to-Know Marketing Stats25 Need-to-Know Marketing Stats
25 Need-to-Know Marketing Stats
 
4 Biggest Challenges for Creative Teams
4 Biggest Challenges for Creative Teams4 Biggest Challenges for Creative Teams
4 Biggest Challenges for Creative Teams
 
10 Shocking Stats About Disengaged Employees
10 Shocking Stats About Disengaged Employees10 Shocking Stats About Disengaged Employees
10 Shocking Stats About Disengaged Employees
 
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
 
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdfAI Trends in Creative Operations 2024 by Artwork Flow.pdf
AI Trends in Creative Operations 2024 by Artwork Flow.pdf
 
Lightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika Aldaba
Lightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika AldabaLightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika Aldaba
Lightning Talk #9: How UX and Data Storytelling Can Shape Policy by Mika Aldaba
 
The 3 Secrets of Highly Successful Graduates
The 3 Secrets of Highly Successful GraduatesThe 3 Secrets of Highly Successful Graduates
The 3 Secrets of Highly Successful Graduates
 
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
Beginners Guide to TikTok for Search - Rachel Pearson - We are Tilt __ Bright...
 
How I got 2.5 Million views on Slideshare (by @nickdemey - Board of Innovation)
How I got 2.5 Million views on Slideshare (by @nickdemey - Board of Innovation)How I got 2.5 Million views on Slideshare (by @nickdemey - Board of Innovation)
How I got 2.5 Million views on Slideshare (by @nickdemey - Board of Innovation)
 
How To Sell To Non-Believers - Turning Doubt Into Trust
How To Sell To Non-Believers - Turning Doubt Into TrustHow To Sell To Non-Believers - Turning Doubt Into Trust
How To Sell To Non-Believers - Turning Doubt Into Trust
 
Design Your Career 2018
Design Your Career 2018Design Your Career 2018
Design Your Career 2018
 
Habits at Work - Merci Victoria Grace, Growth, Slack - 2016 Habit Summit
Habits at Work - Merci Victoria Grace, Growth, Slack - 2016 Habit SummitHabits at Work - Merci Victoria Grace, Growth, Slack - 2016 Habit Summit
Habits at Work - Merci Victoria Grace, Growth, Slack - 2016 Habit Summit
 
Staying Cool During Summer
Staying Cool During SummerStaying Cool During Summer
Staying Cool During Summer
 
The Unintended Outcomes of Unconscious Bias in Performance Management
The Unintended Outcomes of Unconscious Bias in Performance ManagementThe Unintended Outcomes of Unconscious Bias in Performance Management
The Unintended Outcomes of Unconscious Bias in Performance Management
 
Do You Struggle With Employee Recognition?
Do You Struggle With Employee Recognition?Do You Struggle With Employee Recognition?
Do You Struggle With Employee Recognition?
 
10 ways to build stronger, more successful teams. Be a better manager.
10 ways to build stronger, more successful teams. Be a better manager. 10 ways to build stronger, more successful teams. Be a better manager.
10 ways to build stronger, more successful teams. Be a better manager.
 
Discover The Top 10 Types Of Colleagues Around You
Discover The Top 10 Types Of Colleagues Around YouDiscover The Top 10 Types Of Colleagues Around You
Discover The Top 10 Types Of Colleagues Around You
 

Semelhante a Data Design: Where Math and Art Collide

Designing with Data: Creating Visualizations to Tell Your Story
Designing with Data: Creating Visualizations to Tell Your StoryDesigning with Data: Creating Visualizations to Tell Your Story
Designing with Data: Creating Visualizations to Tell Your StoryDominic Prestifilippo
 
Designing with data: Creating Visualizations to Tell Your Story
Designing with data: Creating Visualizations to Tell Your StoryDesigning with data: Creating Visualizations to Tell Your Story
Designing with data: Creating Visualizations to Tell Your StoryandCulture
 
Designing with Data: Creating Visualizations to Tell Your Story
Designing with Data: Creating Visualizations to Tell Your StoryDesigning with Data: Creating Visualizations to Tell Your Story
Designing with Data: Creating Visualizations to Tell Your StoryDominic Prestifilippo
 
Data Driven Marketing
Data Driven MarketingData Driven Marketing
Data Driven MarketingDemandSphere
 
Measurecamp 7 Workshop: Data Visualisation
Measurecamp 7 Workshop: Data VisualisationMeasurecamp 7 Workshop: Data Visualisation
Measurecamp 7 Workshop: Data VisualisationSean Burton
 
Data visualization & Story Telling with Data
Data visualization & Story Telling with DataData visualization & Story Telling with Data
Data visualization & Story Telling with DataDr Nisha Arora
 
Data is love data viz best practices
Data is love   data viz best practicesData is love   data viz best practices
Data is love data viz best practicesGregory Nelson
 
Measurecamp 6 Workshop: Data Visualisation
Measurecamp 6 Workshop: Data VisualisationMeasurecamp 6 Workshop: Data Visualisation
Measurecamp 6 Workshop: Data VisualisationSean Burton
 
The true meaning of data by Maciej Dabrowski
The true meaning of data by Maciej Dabrowski   The true meaning of data by Maciej Dabrowski
The true meaning of data by Maciej Dabrowski Altocloud
 
OMiG Digital Summit 2016 - Maciej Dabrowski - Altocloud
OMiG Digital Summit 2016 - Maciej Dabrowski  - AltocloudOMiG Digital Summit 2016 - Maciej Dabrowski  - Altocloud
OMiG Digital Summit 2016 - Maciej Dabrowski - AltocloudOnline Marketing in Galway
 
The true meaning of data
The true meaning of dataThe true meaning of data
The true meaning of datamdabrowski
 
5 errores de la visualización de datos en Qlik View
5 errores de la visualización de datos en Qlik View5 errores de la visualización de datos en Qlik View
5 errores de la visualización de datos en Qlik ViewBSolutions Group
 
Strategy 102 Research & Insights (Strategic Planners' Workshop- 4As/ 95%Academy)
Strategy 102 Research & Insights (Strategic Planners' Workshop- 4As/ 95%Academy)Strategy 102 Research & Insights (Strategic Planners' Workshop- 4As/ 95%Academy)
Strategy 102 Research & Insights (Strategic Planners' Workshop- 4As/ 95%Academy)Joseph de Leon
 
CommonAnalyticMistakes_v1.17_Unbranded
CommonAnalyticMistakes_v1.17_UnbrandedCommonAnalyticMistakes_v1.17_Unbranded
CommonAnalyticMistakes_v1.17_UnbrandedJim Parnitzke
 
Introduction to Data Visualization
Introduction to Data VisualizationIntroduction to Data Visualization
Introduction to Data VisualizationStephen Tracy
 
Data Storytelling: The Last Mile (A Curration)
Data Storytelling: The Last Mile (A Curration)Data Storytelling: The Last Mile (A Curration)
Data Storytelling: The Last Mile (A Curration)Brittne Kakulla, Ph.D.
 
Dashboard Design / IxDA
Dashboard Design / IxDADashboard Design / IxDA
Dashboard Design / IxDAAino Tuominen
 
Service Design Days 2016 - Keynote Kike Alonso
Service Design Days 2016 - Keynote Kike AlonsoService Design Days 2016 - Keynote Kike Alonso
Service Design Days 2016 - Keynote Kike AlonsoSERVICE DESIGN DAYS
 
Digital analytics: Dashboards, visualizations, and lying with data (Lectures ...
Digital analytics: Dashboards, visualizations, and lying with data (Lectures ...Digital analytics: Dashboards, visualizations, and lying with data (Lectures ...
Digital analytics: Dashboards, visualizations, and lying with data (Lectures ...Joni Salminen
 

Semelhante a Data Design: Where Math and Art Collide (20)

Designing with Data: Creating Visualizations to Tell Your Story
Designing with Data: Creating Visualizations to Tell Your StoryDesigning with Data: Creating Visualizations to Tell Your Story
Designing with Data: Creating Visualizations to Tell Your Story
 
Designing with data: Creating Visualizations to Tell Your Story
Designing with data: Creating Visualizations to Tell Your StoryDesigning with data: Creating Visualizations to Tell Your Story
Designing with data: Creating Visualizations to Tell Your Story
 
Designing with Data: Creating Visualizations to Tell Your Story
Designing with Data: Creating Visualizations to Tell Your StoryDesigning with Data: Creating Visualizations to Tell Your Story
Designing with Data: Creating Visualizations to Tell Your Story
 
diseñando datos
diseñando datosdiseñando datos
diseñando datos
 
Data Driven Marketing
Data Driven MarketingData Driven Marketing
Data Driven Marketing
 
Measurecamp 7 Workshop: Data Visualisation
Measurecamp 7 Workshop: Data VisualisationMeasurecamp 7 Workshop: Data Visualisation
Measurecamp 7 Workshop: Data Visualisation
 
Data visualization & Story Telling with Data
Data visualization & Story Telling with DataData visualization & Story Telling with Data
Data visualization & Story Telling with Data
 
Data is love data viz best practices
Data is love   data viz best practicesData is love   data viz best practices
Data is love data viz best practices
 
Measurecamp 6 Workshop: Data Visualisation
Measurecamp 6 Workshop: Data VisualisationMeasurecamp 6 Workshop: Data Visualisation
Measurecamp 6 Workshop: Data Visualisation
 
The true meaning of data by Maciej Dabrowski
The true meaning of data by Maciej Dabrowski   The true meaning of data by Maciej Dabrowski
The true meaning of data by Maciej Dabrowski
 
OMiG Digital Summit 2016 - Maciej Dabrowski - Altocloud
OMiG Digital Summit 2016 - Maciej Dabrowski  - AltocloudOMiG Digital Summit 2016 - Maciej Dabrowski  - Altocloud
OMiG Digital Summit 2016 - Maciej Dabrowski - Altocloud
 
The true meaning of data
The true meaning of dataThe true meaning of data
The true meaning of data
 
5 errores de la visualización de datos en Qlik View
5 errores de la visualización de datos en Qlik View5 errores de la visualización de datos en Qlik View
5 errores de la visualización de datos en Qlik View
 
Strategy 102 Research & Insights (Strategic Planners' Workshop- 4As/ 95%Academy)
Strategy 102 Research & Insights (Strategic Planners' Workshop- 4As/ 95%Academy)Strategy 102 Research & Insights (Strategic Planners' Workshop- 4As/ 95%Academy)
Strategy 102 Research & Insights (Strategic Planners' Workshop- 4As/ 95%Academy)
 
CommonAnalyticMistakes_v1.17_Unbranded
CommonAnalyticMistakes_v1.17_UnbrandedCommonAnalyticMistakes_v1.17_Unbranded
CommonAnalyticMistakes_v1.17_Unbranded
 
Introduction to Data Visualization
Introduction to Data VisualizationIntroduction to Data Visualization
Introduction to Data Visualization
 
Data Storytelling: The Last Mile (A Curration)
Data Storytelling: The Last Mile (A Curration)Data Storytelling: The Last Mile (A Curration)
Data Storytelling: The Last Mile (A Curration)
 
Dashboard Design / IxDA
Dashboard Design / IxDADashboard Design / IxDA
Dashboard Design / IxDA
 
Service Design Days 2016 - Keynote Kike Alonso
Service Design Days 2016 - Keynote Kike AlonsoService Design Days 2016 - Keynote Kike Alonso
Service Design Days 2016 - Keynote Kike Alonso
 
Digital analytics: Dashboards, visualizations, and lying with data (Lectures ...
Digital analytics: Dashboards, visualizations, and lying with data (Lectures ...Digital analytics: Dashboards, visualizations, and lying with data (Lectures ...
Digital analytics: Dashboards, visualizations, and lying with data (Lectures ...
 

Último

Unveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data AnalystUnveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data AnalystSamantha Rae Coolbeth
 
From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...Florian Roscheck
 
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...Suhani Kapoor
 
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptxEMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptxthyngster
 
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Callshivangimorya083
 
04242024_CCC TUG_Joins and Relationships
04242024_CCC TUG_Joins and Relationships04242024_CCC TUG_Joins and Relationships
04242024_CCC TUG_Joins and Relationshipsccctableauusergroup
 
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝soniya singh
 
VIP High Class Call Girls Bikaner Anushka 8250192130 Independent Escort Servi...
VIP High Class Call Girls Bikaner Anushka 8250192130 Independent Escort Servi...VIP High Class Call Girls Bikaner Anushka 8250192130 Independent Escort Servi...
VIP High Class Call Girls Bikaner Anushka 8250192130 Independent Escort Servi...Suhani Kapoor
 
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /WhatsappsBeautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsappssapnasaifi408
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Callshivangimorya083
 
{Pooja: 9892124323 } Call Girl in Mumbai | Jas Kaur Rate 4500 Free Hotel Del...
{Pooja:  9892124323 } Call Girl in Mumbai | Jas Kaur Rate 4500 Free Hotel Del...{Pooja:  9892124323 } Call Girl in Mumbai | Jas Kaur Rate 4500 Free Hotel Del...
{Pooja: 9892124323 } Call Girl in Mumbai | Jas Kaur Rate 4500 Free Hotel Del...Pooja Nehwal
 
Call Girls In Mahipalpur O9654467111 Escorts Service
Call Girls In Mahipalpur O9654467111  Escorts ServiceCall Girls In Mahipalpur O9654467111  Escorts Service
Call Girls In Mahipalpur O9654467111 Escorts ServiceSapana Sha
 
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdfKantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdfSocial Samosa
 
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service BhilaiLow Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service BhilaiSuhani Kapoor
 
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改atducpo
 
Best VIP Call Girls Noida Sector 39 Call Me: 8448380779
Best VIP Call Girls Noida Sector 39 Call Me: 8448380779Best VIP Call Girls Noida Sector 39 Call Me: 8448380779
Best VIP Call Girls Noida Sector 39 Call Me: 8448380779Delhi Call girls
 
Ukraine War presentation: KNOW THE BASICS
Ukraine War presentation: KNOW THE BASICSUkraine War presentation: KNOW THE BASICS
Ukraine War presentation: KNOW THE BASICSAishani27
 
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.pptdokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.pptSonatrach
 

Último (20)

Unveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data AnalystUnveiling Insights: The Role of a Data Analyst
Unveiling Insights: The Role of a Data Analyst
 
From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...From idea to production in a day – Leveraging Azure ML and Streamlit to build...
From idea to production in a day – Leveraging Azure ML and Streamlit to build...
 
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
VIP High Class Call Girls Jamshedpur Anushka 8250192130 Independent Escort Se...
 
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptxEMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM  TRACKING WITH GOOGLE ANALYTICS.pptx
EMERCE - 2024 - AMSTERDAM - CROSS-PLATFORM TRACKING WITH GOOGLE ANALYTICS.pptx
 
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
꧁❤ Greater Noida Call Girls Delhi ❤꧂ 9711199171 ☎️ Hard And Sexy Vip Call
 
04242024_CCC TUG_Joins and Relationships
04242024_CCC TUG_Joins and Relationships04242024_CCC TUG_Joins and Relationships
04242024_CCC TUG_Joins and Relationships
 
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
Call Girls in Defence Colony Delhi 💯Call Us 🔝8264348440🔝
 
VIP High Class Call Girls Bikaner Anushka 8250192130 Independent Escort Servi...
VIP High Class Call Girls Bikaner Anushka 8250192130 Independent Escort Servi...VIP High Class Call Girls Bikaner Anushka 8250192130 Independent Escort Servi...
VIP High Class Call Girls Bikaner Anushka 8250192130 Independent Escort Servi...
 
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
(PARI) Call Girls Wanowrie ( 7001035870 ) HI-Fi Pune Escorts Service
 
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /WhatsappsBeautiful Sapna Vip  Call Girls Hauz Khas 9711199012 Call /Whatsapps
Beautiful Sapna Vip Call Girls Hauz Khas 9711199012 Call /Whatsapps
 
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip CallDelhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
Delhi Call Girls Punjabi Bagh 9711199171 ☎✔👌✔ Whatsapp Hard And Sexy Vip Call
 
{Pooja: 9892124323 } Call Girl in Mumbai | Jas Kaur Rate 4500 Free Hotel Del...
{Pooja:  9892124323 } Call Girl in Mumbai | Jas Kaur Rate 4500 Free Hotel Del...{Pooja:  9892124323 } Call Girl in Mumbai | Jas Kaur Rate 4500 Free Hotel Del...
{Pooja: 9892124323 } Call Girl in Mumbai | Jas Kaur Rate 4500 Free Hotel Del...
 
Call Girls In Mahipalpur O9654467111 Escorts Service
Call Girls In Mahipalpur O9654467111  Escorts ServiceCall Girls In Mahipalpur O9654467111  Escorts Service
Call Girls In Mahipalpur O9654467111 Escorts Service
 
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdfKantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
Kantar AI Summit- Under Embargo till Wednesday, 24th April 2024, 4 PM, IST.pdf
 
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service BhilaiLow Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
Low Rate Call Girls Bhilai Anika 8250192130 Independent Escort Service Bhilai
 
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
代办国外大学文凭《原版美国UCLA文凭证书》加州大学洛杉矶分校毕业证制作成绩单修改
 
Best VIP Call Girls Noida Sector 39 Call Me: 8448380779
Best VIP Call Girls Noida Sector 39 Call Me: 8448380779Best VIP Call Girls Noida Sector 39 Call Me: 8448380779
Best VIP Call Girls Noida Sector 39 Call Me: 8448380779
 
E-Commerce Order PredictionShraddha Kamble.pptx
E-Commerce Order PredictionShraddha Kamble.pptxE-Commerce Order PredictionShraddha Kamble.pptx
E-Commerce Order PredictionShraddha Kamble.pptx
 
Ukraine War presentation: KNOW THE BASICS
Ukraine War presentation: KNOW THE BASICSUkraine War presentation: KNOW THE BASICS
Ukraine War presentation: KNOW THE BASICS
 
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.pptdokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
dokumen.tips_chapter-4-transient-heat-conduction-mehmet-kanoglu.ppt
 

Data Design: Where Math and Art Collide