SlideShare ist ein Scribd-Unternehmen logo
1 von 29
Downloaden Sie, um offline zu lesen
"I've always felt [data analytics] was overrated, Obama
got the votes much more so than his data processing
machine. And I think the same is true with me."
President trump, May 2016
The Power of Big Data and
Psychographics in the Electoral Process
Giorgi Tabidze
Tokah Tekturmanidze
The dangers of big data and invisible manipulators of your mind
"Pretty much every message that Trump
put out was data-driven" 

Alexander Nix, CEO Cambridge Analytica
Data-driven campaigns
RESEARCH
DATA INTEGRATION
AUDIENCE SEGMENTATION
TARGETED ADVERTISING
EVALUATION
Data-driven services
“With up to 5,000 data points on over 230 million American voters, we
build your custom target audience, then use this crucial information to
engage, persuade, and motivate them to act”, Ca-political.com 2017
Profile individuals, and use these profiles to personalize political messaging
to engage, persuade, and motivate them to act.
Data-driven
behavior change
In other worlds
Behavioral
Science
Addressable
Ad Tech
Data Analytics
Tree core competencies/Methodology
Behavioral Communications
Behavioral Science
Behavioral Communications
(Informational communication, seeks to
inform attitudes)
(Behavioral communication, seeks to probe
and altogether deeper motivation)
Behavioral Science
Behavioral Research
“Demographics, geographics, media consumption, consumer and
lifestyle attributes will influence the way that someone sees the world
but personality or psychographics is key, because it informs us about
decision making and what drives it.”
- Alexander Nix, CEO Cambridge Analytica
Behavioral Science
The ocean five-factor personally model defines different traits in personality
OCEAN: Personality traits
Behavioral Science
Similar but different
People who may look similar on the surface often want and
respond to completely different things.
Male
40-35 Years Old
Married
Has Children
High Income,
USA Today readers
Male
40-35 Years Old
Married
Has Children
High Income,
USA Today readers
O C E A N O C E A N
Behavioral Science
• Highly conscientious people are rational
and detail oriented.
• Agreeable people tend to put community
and society needs ahead of their own
• An rational, fact-based argument
OCEAN Insight
• Highly extraverted people often seek to
engage with experiences and tend to
respond to excitement and attention
• An emotional, experimental argument
OCEAN Insight
Similar but different
People who may look similar on the surface often want and
respond to completely different things.
Behavioral Science
https://applymagicsauce.com/
Behavioral
Science
Addressable
Ad Tech
Data Analytics
Tree core competencies/Methodology
1960’s: Creative-led Communication
Top down
2010's Audience-led communication
Bottom up
Communication changing
Data analytics
Demographics/Geographics
What is big data?
(Factual)
Psychographics
(Attitudinal)
Personality
(Behavioral)
Age
Gender
Ethnicity
Religion
Education
Solo-economic status
Geographic factors
Adv resonance
Automotive data
Consumer data
Lifestyle Data
Buying Styles/Patterns
Civic/Polit engagement
Psychology
* Openness
* Conscientiousness
* Extraversion
* Agreeableness
* Neuroticism
Persuasion
* Reciprocity
* Scarcity
* Authority
* Fear
* Social proof
Data analytics
The Power of Big Data
Data analytics
The Power of Big Data
Data analytics
The Power of Big Data
Data analytics
The Power of Big Data
Data analytics
The Power of Big Data
Data analytics
The Power of Big Data
Data analytics
Kosinski's Research
* Private traits and attributes are predictable from digital records of human behavior
* Computer-based personality judgments are more accurate than those made by humans
Method Effects and the need of Cognition Scale
The Power of Big Data
Data analytics
The Power of Big Data
Data analytics
Behavioral
Science
Addressable
Ad Tech
Data Analytics
Tree core competencies/Methodology
Addressable Ad Tech
Audience engagement is changing
Invisible Manipulators of Your Mind
Addressable
Advertising
Technology
Consumer &
Lifestyle Data
Client Data
Quantitative
(behavioral)
Research
Modeling Engine
“I thought once everybody could speak freely and
exchange information and ideas, the world is
automatically going to be a better place, I was
wrong about that.”
Ev Williams - Blogger, Medium, Twitter.
The power of Big Data is clear, but humans
are humans, what if it is used to manipulate
your mind? aka. through FAKE NEWS
Well, till now we are unprotected from invisible manipulators
The Power of Big Data and
Psychographics in the Electoral Process
Giorgi Tabidze
Tokah Tekturmanidze
The dangers of big data and invisible manipulators of your mind
QUESTIONS?

Weitere ähnliche Inhalte

Was ist angesagt?

Data Visualization
Data VisualizationData Visualization
Data Visualizationgzargary
 
Analytics & Data Strategy 101 by Deko Dimeski
Analytics & Data Strategy 101 by Deko DimeskiAnalytics & Data Strategy 101 by Deko Dimeski
Analytics & Data Strategy 101 by Deko DimeskiDeko Dimeski
 
Best Practices for Killer Data Visualization
Best Practices for Killer Data VisualizationBest Practices for Killer Data Visualization
Best Practices for Killer Data VisualizationQualtrics
 
Working With Big Data
Working With Big DataWorking With Big Data
Working With Big DataSeth Familian
 
Visualization For Data Science
Visualization For Data ScienceVisualization For Data Science
Visualization For Data ScienceAngela Zoss
 
Power BI Tutorial For Beginners | Power BI Tutorial | Power BI Demo | Power B...
Power BI Tutorial For Beginners | Power BI Tutorial | Power BI Demo | Power B...Power BI Tutorial For Beginners | Power BI Tutorial | Power BI Demo | Power B...
Power BI Tutorial For Beginners | Power BI Tutorial | Power BI Demo | Power B...Edureka!
 
Data Strategy - Executive MBA Class, IE Business School
Data Strategy - Executive MBA Class, IE Business SchoolData Strategy - Executive MBA Class, IE Business School
Data Strategy - Executive MBA Class, IE Business SchoolGam Dias
 
DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...
DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...
DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...DATAVERSITY
 
What Is Data Visualization, and Why Is It Important?
What Is Data Visualization, and Why Is It Important?What Is Data Visualization, and Why Is It Important?
What Is Data Visualization, and Why Is It Important?Edology
 
Big data and Social Media Analytics
Big data and Social Media AnalyticsBig data and Social Media Analytics
Big data and Social Media AnalyticsSimplify360
 
Mapping Data Flows Training deck Q1 CY22
Mapping Data Flows Training deck Q1 CY22Mapping Data Flows Training deck Q1 CY22
Mapping Data Flows Training deck Q1 CY22Mark Kromer
 
Data visualization introduction
Data visualization introductionData visualization introduction
Data visualization introductionManokamnaKochar1
 
The Importance of Data Visualization
The Importance of Data VisualizationThe Importance of Data Visualization
The Importance of Data VisualizationCenterline Digital
 
[모비데이즈] 디지털 트렌드 2022 금융 서비스_마이데이터편.pdf
[모비데이즈] 디지털 트렌드 2022 금융 서비스_마이데이터편.pdf[모비데이즈] 디지털 트렌드 2022 금융 서비스_마이데이터편.pdf
[모비데이즈] 디지털 트렌드 2022 금융 서비스_마이데이터편.pdfMobidays Research Team
 
Is the traditional data warehouse dead?
Is the traditional data warehouse dead?Is the traditional data warehouse dead?
Is the traditional data warehouse dead?James Serra
 

Was ist angesagt? (20)

Data Visualization
Data VisualizationData Visualization
Data Visualization
 
Analytics & Data Strategy 101 by Deko Dimeski
Analytics & Data Strategy 101 by Deko DimeskiAnalytics & Data Strategy 101 by Deko Dimeski
Analytics & Data Strategy 101 by Deko Dimeski
 
Best Practices for Killer Data Visualization
Best Practices for Killer Data VisualizationBest Practices for Killer Data Visualization
Best Practices for Killer Data Visualization
 
Working With Big Data
Working With Big DataWorking With Big Data
Working With Big Data
 
Visualization For Data Science
Visualization For Data ScienceVisualization For Data Science
Visualization For Data Science
 
Power BI Tutorial For Beginners | Power BI Tutorial | Power BI Demo | Power B...
Power BI Tutorial For Beginners | Power BI Tutorial | Power BI Demo | Power B...Power BI Tutorial For Beginners | Power BI Tutorial | Power BI Demo | Power B...
Power BI Tutorial For Beginners | Power BI Tutorial | Power BI Demo | Power B...
 
Data Strategy - Executive MBA Class, IE Business School
Data Strategy - Executive MBA Class, IE Business SchoolData Strategy - Executive MBA Class, IE Business School
Data Strategy - Executive MBA Class, IE Business School
 
DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...
DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...
DAS Slides: Building a Data Strategy - Practical Steps for Aligning with Busi...
 
What Is Data Visualization, and Why Is It Important?
What Is Data Visualization, and Why Is It Important?What Is Data Visualization, and Why Is It Important?
What Is Data Visualization, and Why Is It Important?
 
Big data and Social Media Analytics
Big data and Social Media AnalyticsBig data and Social Media Analytics
Big data and Social Media Analytics
 
Power BI Overview
Power BI OverviewPower BI Overview
Power BI Overview
 
Mapping Data Flows Training deck Q1 CY22
Mapping Data Flows Training deck Q1 CY22Mapping Data Flows Training deck Q1 CY22
Mapping Data Flows Training deck Q1 CY22
 
Power BI Overview
Power BI Overview Power BI Overview
Power BI Overview
 
Data analytics and powerbi intro
Data analytics and powerbi introData analytics and powerbi intro
Data analytics and powerbi intro
 
Data visualization introduction
Data visualization introductionData visualization introduction
Data visualization introduction
 
The Importance of Data Visualization
The Importance of Data VisualizationThe Importance of Data Visualization
The Importance of Data Visualization
 
3 data visualization
3 data visualization3 data visualization
3 data visualization
 
[모비데이즈] 디지털 트렌드 2022 금융 서비스_마이데이터편.pdf
[모비데이즈] 디지털 트렌드 2022 금융 서비스_마이데이터편.pdf[모비데이즈] 디지털 트렌드 2022 금융 서비스_마이데이터편.pdf
[모비데이즈] 디지털 트렌드 2022 금융 서비스_마이데이터편.pdf
 
Is the traditional data warehouse dead?
Is the traditional data warehouse dead?Is the traditional data warehouse dead?
Is the traditional data warehouse dead?
 
Data analytics
Data analyticsData analytics
Data analytics
 

Ähnlich wie The Power of Big Data and Psychographics in the Electoral Process

Big Data, Republicans and 2016
Big Data, Republicans and 2016Big Data, Republicans and 2016
Big Data, Republicans and 2016steveparkhurst
 
Big Data Analytics: Facts and Feelings
Big Data Analytics: Facts and FeelingsBig Data Analytics: Facts and Feelings
Big Data Analytics: Facts and FeelingsSeth Grimes
 
Cloudcroft-S Persuasion and the Presidency PREDICT402-56 W2015
Cloudcroft-S Persuasion and the Presidency PREDICT402-56 W2015Cloudcroft-S Persuasion and the Presidency PREDICT402-56 W2015
Cloudcroft-S Persuasion and the Presidency PREDICT402-56 W2015Sheila Cloudcroft
 
1. Data Science overview - part1.pptx
1. Data Science overview - part1.pptx1. Data Science overview - part1.pptx
1. Data Science overview - part1.pptxRahulTr22
 
Amplification and Personalization: The impact of metrics, analytics, and algo...
Amplification and Personalization: The impact of metrics, analytics, and algo...Amplification and Personalization: The impact of metrics, analytics, and algo...
Amplification and Personalization: The impact of metrics, analytics, and algo...Nicole Blanchett
 
Accessing and Using Big Data to Advance Social Science Knowledge
Accessing and Using Big Data to Advance Social Science KnowledgeAccessing and Using Big Data to Advance Social Science Knowledge
Accessing and Using Big Data to Advance Social Science KnowledgeJosh Cowls
 
The Essential Data Ingredient
The Essential Data IngredientThe Essential Data Ingredient
The Essential Data IngredientRich Cooper
 
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
 
How is Data Made? From Dataset Literacy to Data Infrastructure Literacy
How is Data Made? From Dataset Literacy to Data Infrastructure LiteracyHow is Data Made? From Dataset Literacy to Data Infrastructure Literacy
How is Data Made? From Dataset Literacy to Data Infrastructure LiteracyJonathan Gray
 
Alice Andreuzzi, Catchy Srl - "Catchy: Social Data Intelligence"
Alice Andreuzzi, Catchy Srl - "Catchy: Social Data Intelligence"Alice Andreuzzi, Catchy Srl - "Catchy: Social Data Intelligence"
Alice Andreuzzi, Catchy Srl - "Catchy: Social Data Intelligence"Data Driven Innovation
 
Matt sadler infomagination
Matt sadler infomaginationMatt sadler infomagination
Matt sadler infomaginationmattsadler
 
Algorithms & Analytics as Gatekeepers
Algorithms & Analytics as GatekeepersAlgorithms & Analytics as Gatekeepers
Algorithms & Analytics as GatekeepersNicole Blanchett
 
Injustice_Harm_Digital_Infrastructures.pptx
Injustice_Harm_Digital_Infrastructures.pptxInjustice_Harm_Digital_Infrastructures.pptx
Injustice_Harm_Digital_Infrastructures.pptxMusfiqJony
 
Ai, social media and political polarization
Ai, social media and political polarizationAi, social media and political polarization
Ai, social media and political polarizationJim Isaak
 
Fake news and the economy of emotions
Fake news and the economy of emotionsFake news and the economy of emotions
Fake news and the economy of emotionsVian Bakir
 
Social media and health care november 14, 2013
Social media and health care november 14, 2013Social media and health care november 14, 2013
Social media and health care november 14, 2013ArCompany
 
Lecture 10 Inferential Data Analysis, Personality Quizes and Fake News...
Lecture 10 Inferential Data Analysis, Personality Quizes and Fake News...Lecture 10 Inferential Data Analysis, Personality Quizes and Fake News...
Lecture 10 Inferential Data Analysis, Personality Quizes and Fake News...Marcus Leaning
 
Big data march2016 ipsos mori
Big data march2016 ipsos moriBig data march2016 ipsos mori
Big data march2016 ipsos moriChris Guthrie
 
Making Decisions in a World Awash in Data: We’re going to need a different bo...
Making Decisions in a World Awash in Data: We’re going to need a different bo...Making Decisions in a World Awash in Data: We’re going to need a different bo...
Making Decisions in a World Awash in Data: We’re going to need a different bo...Micah Altman
 

Ähnlich wie The Power of Big Data and Psychographics in the Electoral Process (20)

Big Data, Republicans and 2016
Big Data, Republicans and 2016Big Data, Republicans and 2016
Big Data, Republicans and 2016
 
Big Data Analytics: Facts and Feelings
Big Data Analytics: Facts and FeelingsBig Data Analytics: Facts and Feelings
Big Data Analytics: Facts and Feelings
 
Cloudcroft-S Persuasion and the Presidency PREDICT402-56 W2015
Cloudcroft-S Persuasion and the Presidency PREDICT402-56 W2015Cloudcroft-S Persuasion and the Presidency PREDICT402-56 W2015
Cloudcroft-S Persuasion and the Presidency PREDICT402-56 W2015
 
1. Data Science overview - part1.pptx
1. Data Science overview - part1.pptx1. Data Science overview - part1.pptx
1. Data Science overview - part1.pptx
 
Amplification and Personalization: The impact of metrics, analytics, and algo...
Amplification and Personalization: The impact of metrics, analytics, and algo...Amplification and Personalization: The impact of metrics, analytics, and algo...
Amplification and Personalization: The impact of metrics, analytics, and algo...
 
Accessing and Using Big Data to Advance Social Science Knowledge
Accessing and Using Big Data to Advance Social Science KnowledgeAccessing and Using Big Data to Advance Social Science Knowledge
Accessing and Using Big Data to Advance Social Science Knowledge
 
The Essential Data Ingredient
The Essential Data IngredientThe Essential Data Ingredient
The Essential Data Ingredient
 
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
 
How is Data Made? From Dataset Literacy to Data Infrastructure Literacy
How is Data Made? From Dataset Literacy to Data Infrastructure LiteracyHow is Data Made? From Dataset Literacy to Data Infrastructure Literacy
How is Data Made? From Dataset Literacy to Data Infrastructure Literacy
 
Alice Andreuzzi, Catchy Srl - "Catchy: Social Data Intelligence"
Alice Andreuzzi, Catchy Srl - "Catchy: Social Data Intelligence"Alice Andreuzzi, Catchy Srl - "Catchy: Social Data Intelligence"
Alice Andreuzzi, Catchy Srl - "Catchy: Social Data Intelligence"
 
Matt sadler infomagination
Matt sadler infomaginationMatt sadler infomagination
Matt sadler infomagination
 
Algorithms & Analytics as Gatekeepers
Algorithms & Analytics as GatekeepersAlgorithms & Analytics as Gatekeepers
Algorithms & Analytics as Gatekeepers
 
Injustice_Harm_Digital_Infrastructures.pptx
Injustice_Harm_Digital_Infrastructures.pptxInjustice_Harm_Digital_Infrastructures.pptx
Injustice_Harm_Digital_Infrastructures.pptx
 
Ai, social media and political polarization
Ai, social media and political polarizationAi, social media and political polarization
Ai, social media and political polarization
 
Fake news and the economy of emotions
Fake news and the economy of emotionsFake news and the economy of emotions
Fake news and the economy of emotions
 
Social media and health care november 14, 2013
Social media and health care november 14, 2013Social media and health care november 14, 2013
Social media and health care november 14, 2013
 
Lecture 10 Inferential Data Analysis, Personality Quizes and Fake News...
Lecture 10 Inferential Data Analysis, Personality Quizes and Fake News...Lecture 10 Inferential Data Analysis, Personality Quizes and Fake News...
Lecture 10 Inferential Data Analysis, Personality Quizes and Fake News...
 
Big data march2016 ipsos mori
Big data march2016 ipsos moriBig data march2016 ipsos mori
Big data march2016 ipsos mori
 
Making Decisions in a World Awash in Data: We’re going to need a different bo...
Making Decisions in a World Awash in Data: We’re going to need a different bo...Making Decisions in a World Awash in Data: We’re going to need a different bo...
Making Decisions in a World Awash in Data: We’re going to need a different bo...
 
Digital Strategy in Presidential Elections
Digital Strategy in Presidential ElectionsDigital Strategy in Presidential Elections
Digital Strategy in Presidential Elections
 

Kürzlich hochgeladen

Pests of castor_Binomics_Identification_Dr.UPR.pdf
Pests of castor_Binomics_Identification_Dr.UPR.pdfPests of castor_Binomics_Identification_Dr.UPR.pdf
Pests of castor_Binomics_Identification_Dr.UPR.pdfPirithiRaju
 
GenBio2 - Lesson 1 - Introduction to Genetics.pptx
GenBio2 - Lesson 1 - Introduction to Genetics.pptxGenBio2 - Lesson 1 - Introduction to Genetics.pptx
GenBio2 - Lesson 1 - Introduction to Genetics.pptxBerniceCayabyab1
 
Call Girls in Majnu Ka Tilla Delhi 🔝9711014705🔝 Genuine
Call Girls in Majnu Ka Tilla Delhi 🔝9711014705🔝 GenuineCall Girls in Majnu Ka Tilla Delhi 🔝9711014705🔝 Genuine
Call Girls in Majnu Ka Tilla Delhi 🔝9711014705🔝 Genuinethapagita
 
Good agricultural practices 3rd year bpharm. herbal drug technology .pptx
Good agricultural practices 3rd year bpharm. herbal drug technology .pptxGood agricultural practices 3rd year bpharm. herbal drug technology .pptx
Good agricultural practices 3rd year bpharm. herbal drug technology .pptxSimeonChristian
 
Topic 9- General Principles of International Law.pptx
Topic 9- General Principles of International Law.pptxTopic 9- General Principles of International Law.pptx
Topic 9- General Principles of International Law.pptxJorenAcuavera1
 
Bioteknologi kelas 10 kumer smapsa .pptx
Bioteknologi kelas 10 kumer smapsa .pptxBioteknologi kelas 10 kumer smapsa .pptx
Bioteknologi kelas 10 kumer smapsa .pptx023NiWayanAnggiSriWa
 
User Guide: Capricorn FLX™ Weather Station
User Guide: Capricorn FLX™ Weather StationUser Guide: Capricorn FLX™ Weather Station
User Guide: Capricorn FLX™ Weather StationColumbia Weather Systems
 
User Guide: Orion™ Weather Station (Columbia Weather Systems)
User Guide: Orion™ Weather Station (Columbia Weather Systems)User Guide: Orion™ Weather Station (Columbia Weather Systems)
User Guide: Orion™ Weather Station (Columbia Weather Systems)Columbia Weather Systems
 
REVISTA DE BIOLOGIA E CIÊNCIAS DA TERRA ISSN 1519-5228 - Artigo_Bioterra_V24_...
REVISTA DE BIOLOGIA E CIÊNCIAS DA TERRA ISSN 1519-5228 - Artigo_Bioterra_V24_...REVISTA DE BIOLOGIA E CIÊNCIAS DA TERRA ISSN 1519-5228 - Artigo_Bioterra_V24_...
REVISTA DE BIOLOGIA E CIÊNCIAS DA TERRA ISSN 1519-5228 - Artigo_Bioterra_V24_...Universidade Federal de Sergipe - UFS
 
The dark energy paradox leads to a new structure of spacetime.pptx
The dark energy paradox leads to a new structure of spacetime.pptxThe dark energy paradox leads to a new structure of spacetime.pptx
The dark energy paradox leads to a new structure of spacetime.pptxEran Akiva Sinbar
 
Base editing, prime editing, Cas13 & RNA editing and organelle base editing
Base editing, prime editing, Cas13 & RNA editing and organelle base editingBase editing, prime editing, Cas13 & RNA editing and organelle base editing
Base editing, prime editing, Cas13 & RNA editing and organelle base editingNetHelix
 
BIOETHICS IN RECOMBINANT DNA TECHNOLOGY.
BIOETHICS IN RECOMBINANT DNA TECHNOLOGY.BIOETHICS IN RECOMBINANT DNA TECHNOLOGY.
BIOETHICS IN RECOMBINANT DNA TECHNOLOGY.PraveenaKalaiselvan1
 
BUMI DAN ANTARIKSA PROJEK IPAS SMK KELAS X.pdf
BUMI DAN ANTARIKSA PROJEK IPAS SMK KELAS X.pdfBUMI DAN ANTARIKSA PROJEK IPAS SMK KELAS X.pdf
BUMI DAN ANTARIKSA PROJEK IPAS SMK KELAS X.pdfWildaNurAmalia2
 
Environmental Biotechnology Topic:- Microbial Biosensor
Environmental Biotechnology Topic:- Microbial BiosensorEnvironmental Biotechnology Topic:- Microbial Biosensor
Environmental Biotechnology Topic:- Microbial Biosensorsonawaneprad
 
Behavioral Disorder: Schizophrenia & it's Case Study.pdf
Behavioral Disorder: Schizophrenia & it's Case Study.pdfBehavioral Disorder: Schizophrenia & it's Case Study.pdf
Behavioral Disorder: Schizophrenia & it's Case Study.pdfSELF-EXPLANATORY
 
Davis plaque method.pptx recombinant DNA technology
Davis plaque method.pptx recombinant DNA technologyDavis plaque method.pptx recombinant DNA technology
Davis plaque method.pptx recombinant DNA technologycaarthichand2003
 
OECD bibliometric indicators: Selected highlights, April 2024
OECD bibliometric indicators: Selected highlights, April 2024OECD bibliometric indicators: Selected highlights, April 2024
OECD bibliometric indicators: Selected highlights, April 2024innovationoecd
 
Pests of Blackgram, greengram, cowpea_Dr.UPR.pdf
Pests of Blackgram, greengram, cowpea_Dr.UPR.pdfPests of Blackgram, greengram, cowpea_Dr.UPR.pdf
Pests of Blackgram, greengram, cowpea_Dr.UPR.pdfPirithiRaju
 

Kürzlich hochgeladen (20)

Pests of castor_Binomics_Identification_Dr.UPR.pdf
Pests of castor_Binomics_Identification_Dr.UPR.pdfPests of castor_Binomics_Identification_Dr.UPR.pdf
Pests of castor_Binomics_Identification_Dr.UPR.pdf
 
GenBio2 - Lesson 1 - Introduction to Genetics.pptx
GenBio2 - Lesson 1 - Introduction to Genetics.pptxGenBio2 - Lesson 1 - Introduction to Genetics.pptx
GenBio2 - Lesson 1 - Introduction to Genetics.pptx
 
Call Girls in Majnu Ka Tilla Delhi 🔝9711014705🔝 Genuine
Call Girls in Majnu Ka Tilla Delhi 🔝9711014705🔝 GenuineCall Girls in Majnu Ka Tilla Delhi 🔝9711014705🔝 Genuine
Call Girls in Majnu Ka Tilla Delhi 🔝9711014705🔝 Genuine
 
Good agricultural practices 3rd year bpharm. herbal drug technology .pptx
Good agricultural practices 3rd year bpharm. herbal drug technology .pptxGood agricultural practices 3rd year bpharm. herbal drug technology .pptx
Good agricultural practices 3rd year bpharm. herbal drug technology .pptx
 
Volatile Oils Pharmacognosy And Phytochemistry -I
Volatile Oils Pharmacognosy And Phytochemistry -IVolatile Oils Pharmacognosy And Phytochemistry -I
Volatile Oils Pharmacognosy And Phytochemistry -I
 
Topic 9- General Principles of International Law.pptx
Topic 9- General Principles of International Law.pptxTopic 9- General Principles of International Law.pptx
Topic 9- General Principles of International Law.pptx
 
Bioteknologi kelas 10 kumer smapsa .pptx
Bioteknologi kelas 10 kumer smapsa .pptxBioteknologi kelas 10 kumer smapsa .pptx
Bioteknologi kelas 10 kumer smapsa .pptx
 
Hot Sexy call girls in Moti Nagar,🔝 9953056974 🔝 escort Service
Hot Sexy call girls in  Moti Nagar,🔝 9953056974 🔝 escort ServiceHot Sexy call girls in  Moti Nagar,🔝 9953056974 🔝 escort Service
Hot Sexy call girls in Moti Nagar,🔝 9953056974 🔝 escort Service
 
User Guide: Capricorn FLX™ Weather Station
User Guide: Capricorn FLX™ Weather StationUser Guide: Capricorn FLX™ Weather Station
User Guide: Capricorn FLX™ Weather Station
 
User Guide: Orion™ Weather Station (Columbia Weather Systems)
User Guide: Orion™ Weather Station (Columbia Weather Systems)User Guide: Orion™ Weather Station (Columbia Weather Systems)
User Guide: Orion™ Weather Station (Columbia Weather Systems)
 
REVISTA DE BIOLOGIA E CIÊNCIAS DA TERRA ISSN 1519-5228 - Artigo_Bioterra_V24_...
REVISTA DE BIOLOGIA E CIÊNCIAS DA TERRA ISSN 1519-5228 - Artigo_Bioterra_V24_...REVISTA DE BIOLOGIA E CIÊNCIAS DA TERRA ISSN 1519-5228 - Artigo_Bioterra_V24_...
REVISTA DE BIOLOGIA E CIÊNCIAS DA TERRA ISSN 1519-5228 - Artigo_Bioterra_V24_...
 
The dark energy paradox leads to a new structure of spacetime.pptx
The dark energy paradox leads to a new structure of spacetime.pptxThe dark energy paradox leads to a new structure of spacetime.pptx
The dark energy paradox leads to a new structure of spacetime.pptx
 
Base editing, prime editing, Cas13 & RNA editing and organelle base editing
Base editing, prime editing, Cas13 & RNA editing and organelle base editingBase editing, prime editing, Cas13 & RNA editing and organelle base editing
Base editing, prime editing, Cas13 & RNA editing and organelle base editing
 
BIOETHICS IN RECOMBINANT DNA TECHNOLOGY.
BIOETHICS IN RECOMBINANT DNA TECHNOLOGY.BIOETHICS IN RECOMBINANT DNA TECHNOLOGY.
BIOETHICS IN RECOMBINANT DNA TECHNOLOGY.
 
BUMI DAN ANTARIKSA PROJEK IPAS SMK KELAS X.pdf
BUMI DAN ANTARIKSA PROJEK IPAS SMK KELAS X.pdfBUMI DAN ANTARIKSA PROJEK IPAS SMK KELAS X.pdf
BUMI DAN ANTARIKSA PROJEK IPAS SMK KELAS X.pdf
 
Environmental Biotechnology Topic:- Microbial Biosensor
Environmental Biotechnology Topic:- Microbial BiosensorEnvironmental Biotechnology Topic:- Microbial Biosensor
Environmental Biotechnology Topic:- Microbial Biosensor
 
Behavioral Disorder: Schizophrenia & it's Case Study.pdf
Behavioral Disorder: Schizophrenia & it's Case Study.pdfBehavioral Disorder: Schizophrenia & it's Case Study.pdf
Behavioral Disorder: Schizophrenia & it's Case Study.pdf
 
Davis plaque method.pptx recombinant DNA technology
Davis plaque method.pptx recombinant DNA technologyDavis plaque method.pptx recombinant DNA technology
Davis plaque method.pptx recombinant DNA technology
 
OECD bibliometric indicators: Selected highlights, April 2024
OECD bibliometric indicators: Selected highlights, April 2024OECD bibliometric indicators: Selected highlights, April 2024
OECD bibliometric indicators: Selected highlights, April 2024
 
Pests of Blackgram, greengram, cowpea_Dr.UPR.pdf
Pests of Blackgram, greengram, cowpea_Dr.UPR.pdfPests of Blackgram, greengram, cowpea_Dr.UPR.pdf
Pests of Blackgram, greengram, cowpea_Dr.UPR.pdf
 

The Power of Big Data and Psychographics in the Electoral Process

  • 1. "I've always felt [data analytics] was overrated, Obama got the votes much more so than his data processing machine. And I think the same is true with me." President trump, May 2016
  • 2. The Power of Big Data and Psychographics in the Electoral Process Giorgi Tabidze Tokah Tekturmanidze The dangers of big data and invisible manipulators of your mind
  • 3. "Pretty much every message that Trump put out was data-driven" 
 Alexander Nix, CEO Cambridge Analytica
  • 4. Data-driven campaigns RESEARCH DATA INTEGRATION AUDIENCE SEGMENTATION TARGETED ADVERTISING EVALUATION Data-driven services “With up to 5,000 data points on over 230 million American voters, we build your custom target audience, then use this crucial information to engage, persuade, and motivate them to act”, Ca-political.com 2017
  • 5. Profile individuals, and use these profiles to personalize political messaging to engage, persuade, and motivate them to act. Data-driven behavior change In other worlds
  • 8. Behavioral Communications (Informational communication, seeks to inform attitudes) (Behavioral communication, seeks to probe and altogether deeper motivation) Behavioral Science
  • 9. Behavioral Research “Demographics, geographics, media consumption, consumer and lifestyle attributes will influence the way that someone sees the world but personality or psychographics is key, because it informs us about decision making and what drives it.” - Alexander Nix, CEO Cambridge Analytica Behavioral Science
  • 10. The ocean five-factor personally model defines different traits in personality OCEAN: Personality traits Behavioral Science
  • 11. Similar but different People who may look similar on the surface often want and respond to completely different things. Male 40-35 Years Old Married Has Children High Income, USA Today readers Male 40-35 Years Old Married Has Children High Income, USA Today readers O C E A N O C E A N Behavioral Science
  • 12. • Highly conscientious people are rational and detail oriented. • Agreeable people tend to put community and society needs ahead of their own • An rational, fact-based argument OCEAN Insight • Highly extraverted people often seek to engage with experiences and tend to respond to excitement and attention • An emotional, experimental argument OCEAN Insight Similar but different People who may look similar on the surface often want and respond to completely different things. Behavioral Science
  • 15. 1960’s: Creative-led Communication Top down 2010's Audience-led communication Bottom up Communication changing Data analytics
  • 16. Demographics/Geographics What is big data? (Factual) Psychographics (Attitudinal) Personality (Behavioral) Age Gender Ethnicity Religion Education Solo-economic status Geographic factors Adv resonance Automotive data Consumer data Lifestyle Data Buying Styles/Patterns Civic/Polit engagement Psychology * Openness * Conscientiousness * Extraversion * Agreeableness * Neuroticism Persuasion * Reciprocity * Scarcity * Authority * Fear * Social proof Data analytics
  • 17. The Power of Big Data Data analytics
  • 18. The Power of Big Data Data analytics
  • 19. The Power of Big Data Data analytics
  • 20. The Power of Big Data Data analytics
  • 21. The Power of Big Data Data analytics
  • 22. The Power of Big Data Data analytics Kosinski's Research * Private traits and attributes are predictable from digital records of human behavior * Computer-based personality judgments are more accurate than those made by humans Method Effects and the need of Cognition Scale
  • 23. The Power of Big Data Data analytics
  • 24. The Power of Big Data Data analytics
  • 26. Addressable Ad Tech Audience engagement is changing Invisible Manipulators of Your Mind Addressable Advertising Technology Consumer & Lifestyle Data Client Data Quantitative (behavioral) Research Modeling Engine
  • 27. “I thought once everybody could speak freely and exchange information and ideas, the world is automatically going to be a better place, I was wrong about that.” Ev Williams - Blogger, Medium, Twitter.
  • 28. The power of Big Data is clear, but humans are humans, what if it is used to manipulate your mind? aka. through FAKE NEWS Well, till now we are unprotected from invisible manipulators
  • 29. The Power of Big Data and Psychographics in the Electoral Process Giorgi Tabidze Tokah Tekturmanidze The dangers of big data and invisible manipulators of your mind QUESTIONS?