SlideShare a Scribd company logo
Ways to understand 
fans II. - Facebook 
6. 9. 2014 Babelcamp 
Josef Šlerka (@stunome, @socialbakers)
Questions 
who am I? 
who are you? 
who are yours friends? 
(on Facebook, of course)
Answers 
Facebook Audience Insights 
Facebook Graph Search 
Social media researches 
(right answer: all together now, case study)
FB Audience Insights 
Tell me..
FB Audience Insights 
time for real-time demo: 
https://www.facebook.com/ads/audience_insights/ 
people
FB Audience Insights 
pros: ? 
cons: ?
FB Graph Search 
Semantic search for dummies
FB Graph Search 
time for real-time demo: 
https://www.facebook.com/ads/audience_insights/ 
people
Examples 
My friends, My friends who like Ulice, My friends who like Ulice and are over 40 
years old 
Photos taken in Prague, Czech Republic , Photos taken in Prague, Czech 
Republic by Miloš Zeman - prezident České republiky, Photos taken in Prague, 
Czech Republic of Prague, Czech Republic by people who are student, Photos 
taken in Prague, Czech Republic of Prague, Czech Republic by people who are 
students and are fans of Legalizace 
People who are fans of Přátelé Novoruska, Pages liked by people who like 
Přátelé Novoruska, Favorite pages of people who are in Přátelé Ruska v České 
republice 
Photos uploaded by people who are fans of Přátelé Novoruska, Photos uploaded 
by people who are fans of Žít Brno RIP, Photos uploaded by people who are fans 
of 4chan and live in Czech republic
FB Graph Search 
pros: ? 
cons: ?
Social meda research 
some things from our kitchen
Our researches 
FND - Facebook normalized distance 
This analysis can be used to understand what users 
who “like” your content also “like”. This information can 
be used for marketing and ad targeting, strategic 
partnerships and sponsorships, etc.
FND formula 
m = log10(number of all accounts from current country); 
fx = log10(number of likers on page X); 
fy = log10(number of likers on page Y); 
fxy = log10(number of common co-likers); 
FND = ((max(fx,fy) - fxy) / (m - min(fx,fy)) 
This methodology is based on the Google Similarity 
Distance and information based distance, which is an 
extension of the Kolmogorov complexity.
Distance matrix 
The Fox News Page has a strong tie to ABC News and CNN, a 
significant tie to Ford, and no tie to Audi and BMW. Therefore, users 
who “like” Fox content have the strongest tendency to “like” content 
on other news station, but also have a significant tendency to “like” 
Ford content.
UK media
How to verify? 
correlation between clusters from Facebook and real 
party voting 
we analyze correlation between election results in 
cities and build correlation matrix 
than we correlate both matrix (Facebook and real 
elections)
How to verify? 
Czech republic 0.71 
Poland 0.79 
Slovak 0.67 
Germany 0.71 
well done!
Segmentations 
NE Bruselu 
Dělnická strana sociální spravedlnosti 
czech extrem right-wings parties 
case study of internal segmentation
Strange? So... 
... let’s talk food: MIXIT!
Who is close to... 
small insights into current affairs...
Big players 
TV and finance industry
Political party 
some insights
Watch TV! 
greens vs neonazi, kdu vs top 09
All together now! 
Fox News and automotive industry
All together now 
What we know: 
The Fox News Page has a strong tie to ABC News 
and CNN, a significant tie to Ford, and no tie to Audi 
and BMW etc. 
Therefore, users who “like” Fox content have the 
strongest tendency to “like” content on other news 
station, but also have a significant tendency to “like” 
Ford content.
Fox News 
With enriched Facebook Ads data, clients are able to 
gather some key insights to improve the targeting of 
Facebook campaigns, for example 
Fox News can recognize that they have the most Fan 
Overlap with Toyota and Ford. Fox News and Ford 
have the closest relationship in terms of a user’s 
tendency to “like” content. 
Therefore, Fox News can assume that Ford Fans 
would be most receptive to Fox News content.
Fox News
Recommendations 
Based on this data we are able better: 
Target Custom Audiences - you can find rigths interest 
for campaigns, you can find better keywords for PPC 
campaigns and for off-line advertasing 
Create Engaging Content 
Grow the Brand’s Fan Base
That’s all folks! Thnx 
@josefslerka

More Related Content

What's hot

2017 Romanian protests - Insight data
2017 Romanian protests - Insight data2017 Romanian protests - Insight data
2017 Romanian protests - Insight data
Point_conference
 
Russia and Europe in times of uncertainty. Conference Report
Russia and Europe in times of uncertainty. Conference ReportRussia and Europe in times of uncertainty. Conference Report
Russia and Europe in times of uncertainty. Conference Report
Russian Council
 
Information presentation
Information presentationInformation presentation
Information presentation
AGgirl97
 
When Cambridge Analytica Met Facebook: A Story of Dark UX and Shitty Business...
When Cambridge Analytica Met Facebook: A Story of Dark UX and Shitty Business...When Cambridge Analytica Met Facebook: A Story of Dark UX and Shitty Business...
When Cambridge Analytica Met Facebook: A Story of Dark UX and Shitty Business...
Daniel Harvey
 
The answers is in the SERPs
The answers is in the SERPsThe answers is in the SERPs
The answers is in the SERPs
Gianluca Fiorelli
 
Social Fresh WEST
Social Fresh WESTSocial Fresh WEST
Social Fresh WEST
Zena Weist
 
Social Fresh West Content Marketing: Good To Great
Social Fresh West Content Marketing: Good To Great Social Fresh West Content Marketing: Good To Great
Social Fresh West Content Marketing: Good To Great
Zena Weist
 
Affordable logo design for only $15
Affordable logo design for only $15Affordable logo design for only $15
Affordable logo design for only $15
Design with taste
 
Washington Redskins
Washington RedskinsWashington Redskins
Washington Redskins
SwitchPitch
 
Blog to Basket, Moda Exhibiton NEC Birmingham Aug 2014
Blog to Basket, Moda Exhibiton NEC Birmingham Aug 2014Blog to Basket, Moda Exhibiton NEC Birmingham Aug 2014
Blog to Basket, Moda Exhibiton NEC Birmingham Aug 2014
Jonny Ross
 

What's hot (10)

2017 Romanian protests - Insight data
2017 Romanian protests - Insight data2017 Romanian protests - Insight data
2017 Romanian protests - Insight data
 
Russia and Europe in times of uncertainty. Conference Report
Russia and Europe in times of uncertainty. Conference ReportRussia and Europe in times of uncertainty. Conference Report
Russia and Europe in times of uncertainty. Conference Report
 
Information presentation
Information presentationInformation presentation
Information presentation
 
When Cambridge Analytica Met Facebook: A Story of Dark UX and Shitty Business...
When Cambridge Analytica Met Facebook: A Story of Dark UX and Shitty Business...When Cambridge Analytica Met Facebook: A Story of Dark UX and Shitty Business...
When Cambridge Analytica Met Facebook: A Story of Dark UX and Shitty Business...
 
The answers is in the SERPs
The answers is in the SERPsThe answers is in the SERPs
The answers is in the SERPs
 
Social Fresh WEST
Social Fresh WESTSocial Fresh WEST
Social Fresh WEST
 
Social Fresh West Content Marketing: Good To Great
Social Fresh West Content Marketing: Good To Great Social Fresh West Content Marketing: Good To Great
Social Fresh West Content Marketing: Good To Great
 
Affordable logo design for only $15
Affordable logo design for only $15Affordable logo design for only $15
Affordable logo design for only $15
 
Washington Redskins
Washington RedskinsWashington Redskins
Washington Redskins
 
Blog to Basket, Moda Exhibiton NEC Birmingham Aug 2014
Blog to Basket, Moda Exhibiton NEC Birmingham Aug 2014Blog to Basket, Moda Exhibiton NEC Birmingham Aug 2014
Blog to Basket, Moda Exhibiton NEC Birmingham Aug 2014
 

Viewers also liked

Just metadata
Just metadataJust metadata
Just metadata
Josef Šlerka
 
Informační etika
Informační etikaInformační etika
Informační etika
Josef Šlerka
 
Data, informace, zákony a indexy
Data, informace, zákony a indexyData, informace, zákony a indexy
Data, informace, zákony a indexy
Josef Šlerka
 
Fingerprinting
FingerprintingFingerprinting
Fingerprinting
Josef Šlerka
 
Nová média se starým obsahem
Nová média se starým obsahemNová média se starým obsahem
Nová média se starým obsahem
Josef Šlerka
 
Svět viděný kompresním algoritmem
Svět viděný kompresním algoritmemSvět viděný kompresním algoritmem
Svět viděný kompresním algoritmem
Josef Šlerka
 
We need to go deeper!
We need to go deeper!We need to go deeper!
We need to go deeper!
Josef Šlerka
 
Jak se žije v Matrixu
Jak se žije v MatrixuJak se žije v Matrixu
Jak se žije v Matrixu
Josef Šlerka
 
Big Social Data
Big Social DataBig Social Data
Big Social Data
Josef Šlerka
 
Domácí Instagram léto 2015 - pár dat
Domácí Instagram léto 2015 - pár datDomácí Instagram léto 2015 - pár dat
Domácí Instagram léto 2015 - pár dat
Josef Šlerka
 
New Media, Big Data, IoT aneb jak to je?!
New Media, Big Data, IoT aneb jak to je?!New Media, Big Data, IoT aneb jak to je?!
New Media, Big Data, IoT aneb jak to je?!
Josef Šlerka
 
Malý velký svět bublin na Facebooku
Malý velký svět bublin na FacebookuMalý velký svět bublin na Facebooku
Malý velký svět bublin na Facebooku
Josef Šlerka
 
The Nature of Data
The Nature of DataThe Nature of Data
The Nature of Data
Josef Šlerka
 
Měření v sociálních sítích v teorii a praxi
Měření v sociálních sítích v teorii a praxiMěření v sociálních sítích v teorii a praxi
Měření v sociálních sítích v teorii a praxi
Josef Šlerka
 
Rebélie 2.0
Rebélie 2.0Rebélie 2.0
Rebélie 2.0
Josef Šlerka
 
Nebojte se sociálních sítí (15. října 2014, konference KyberPSYCHO)
Nebojte se sociálních sítí (15. října 2014, konference KyberPSYCHO)Nebojte se sociálních sítí (15. října 2014, konference KyberPSYCHO)
Nebojte se sociálních sítí (15. října 2014, konference KyberPSYCHO)
Daniel Dočekal
 
Google+ jako město duchů? Možná, ale spíš ne
Google+ jako město duchů? Možná, ale spíš neGoogle+ jako město duchů? Možná, ale spíš ne
Google+ jako město duchů? Možná, ale spíš ne
Daniel Dočekal
 
Co znamená, že Google o nás ví víc než my sami; aneb zaprodáme duši vyhledáva...
Co znamená, že Google o nás ví víc než my sami; aneb zaprodáme duši vyhledáva...Co znamená, že Google o nás ví víc než my sami; aneb zaprodáme duši vyhledáva...
Co znamená, že Google o nás ví víc než my sami; aneb zaprodáme duši vyhledáva...
Daniel Dočekal
 
Proč být na sociálních sítích
Proč být na sociálních sítíchProč být na sociálních sítích
Proč být na sociálních sítíchZdeněk Klusák
 
Once upon a time...
Once upon a time...Once upon a time...
Once upon a time...
Josef Šlerka
 

Viewers also liked (20)

Just metadata
Just metadataJust metadata
Just metadata
 
Informační etika
Informační etikaInformační etika
Informační etika
 
Data, informace, zákony a indexy
Data, informace, zákony a indexyData, informace, zákony a indexy
Data, informace, zákony a indexy
 
Fingerprinting
FingerprintingFingerprinting
Fingerprinting
 
Nová média se starým obsahem
Nová média se starým obsahemNová média se starým obsahem
Nová média se starým obsahem
 
Svět viděný kompresním algoritmem
Svět viděný kompresním algoritmemSvět viděný kompresním algoritmem
Svět viděný kompresním algoritmem
 
We need to go deeper!
We need to go deeper!We need to go deeper!
We need to go deeper!
 
Jak se žije v Matrixu
Jak se žije v MatrixuJak se žije v Matrixu
Jak se žije v Matrixu
 
Big Social Data
Big Social DataBig Social Data
Big Social Data
 
Domácí Instagram léto 2015 - pár dat
Domácí Instagram léto 2015 - pár datDomácí Instagram léto 2015 - pár dat
Domácí Instagram léto 2015 - pár dat
 
New Media, Big Data, IoT aneb jak to je?!
New Media, Big Data, IoT aneb jak to je?!New Media, Big Data, IoT aneb jak to je?!
New Media, Big Data, IoT aneb jak to je?!
 
Malý velký svět bublin na Facebooku
Malý velký svět bublin na FacebookuMalý velký svět bublin na Facebooku
Malý velký svět bublin na Facebooku
 
The Nature of Data
The Nature of DataThe Nature of Data
The Nature of Data
 
Měření v sociálních sítích v teorii a praxi
Měření v sociálních sítích v teorii a praxiMěření v sociálních sítích v teorii a praxi
Měření v sociálních sítích v teorii a praxi
 
Rebélie 2.0
Rebélie 2.0Rebélie 2.0
Rebélie 2.0
 
Nebojte se sociálních sítí (15. října 2014, konference KyberPSYCHO)
Nebojte se sociálních sítí (15. října 2014, konference KyberPSYCHO)Nebojte se sociálních sítí (15. října 2014, konference KyberPSYCHO)
Nebojte se sociálních sítí (15. října 2014, konference KyberPSYCHO)
 
Google+ jako město duchů? Možná, ale spíš ne
Google+ jako město duchů? Možná, ale spíš neGoogle+ jako město duchů? Možná, ale spíš ne
Google+ jako město duchů? Možná, ale spíš ne
 
Co znamená, že Google o nás ví víc než my sami; aneb zaprodáme duši vyhledáva...
Co znamená, že Google o nás ví víc než my sami; aneb zaprodáme duši vyhledáva...Co znamená, že Google o nás ví víc než my sami; aneb zaprodáme duši vyhledáva...
Co znamená, že Google o nás ví víc než my sami; aneb zaprodáme duši vyhledáva...
 
Proč být na sociálních sítích
Proč být na sociálních sítíchProč být na sociálních sítích
Proč být na sociálních sítích
 
Once upon a time...
Once upon a time...Once upon a time...
Once upon a time...
 

Similar to Ways understand fans II. - Facebook

iCitizen 2010: Adaptive Brand Marketing with David Cooperstein from Forrester...
iCitizen 2010: Adaptive Brand Marketing with David Cooperstein from Forrester...iCitizen 2010: Adaptive Brand Marketing with David Cooperstein from Forrester...
iCitizen 2010: Adaptive Brand Marketing with David Cooperstein from Forrester...
Resource/Ammirati
 
Adapting Marketing for a New Era
 Adapting Marketing for a New Era Adapting Marketing for a New Era
Adapting Marketing for a New EraGeronimo Marketing
 
Social Media for Business
Social Media for BusinessSocial Media for Business
Social Media for Business
ClearPivot
 
Facebook PR Campaign (IMC 618) Week 9 Campaign
Facebook PR Campaign (IMC 618) Week 9 CampaignFacebook PR Campaign (IMC 618) Week 9 Campaign
Facebook PR Campaign (IMC 618) Week 9 CampaignColin Haas
 
Discover Your Audience Insights Through Paid Media
Discover Your Audience Insights Through Paid MediaDiscover Your Audience Insights Through Paid Media
Discover Your Audience Insights Through Paid Media
Koozai
 
Putting ROI to Work: Ford Spotlight (B2C)
Putting ROI to Work: Ford Spotlight (B2C)Putting ROI to Work: Ford Spotlight (B2C)
Putting ROI to Work: Ford Spotlight (B2C)
Falcon.io
 
Facebook paid social - The basics
Facebook paid social - The basics Facebook paid social - The basics
Facebook paid social - The basics
Ian Adams
 
Marketing Mix Facebook
Marketing Mix FacebookMarketing Mix Facebook
Marketing Mix Facebook
MusaPehlari
 
Keynote Speaker: Florian Haarhaus, Germany
Keynote Speaker: Florian Haarhaus, GermanyKeynote Speaker: Florian Haarhaus, Germany
Keynote Speaker: Florian Haarhaus, Germany
Markedu - Innovative Marketing Education
 
How to Use Facebook Pages to Build Brand Enthusiasm and Attract Customers - h...
How to Use Facebook Pages to Build Brand Enthusiasm and Attract Customers - h...How to Use Facebook Pages to Build Brand Enthusiasm and Attract Customers - h...
How to Use Facebook Pages to Build Brand Enthusiasm and Attract Customers - h...
Chris Heiler
 
Social Media and Tourism
Social Media and TourismSocial Media and Tourism
Social Media and Tourism
Alex Gibson FMII ISHC
 
Social Media and Tourism
Social Media and TourismSocial Media and Tourism
Social Media and Tourism
Alex Gibson FMII ISHC
 
Social Media and Tourism
Social Media and TourismSocial Media and Tourism
Social Media and Tourism
Alex Gibson FMII ISHC
 
09 Fsd007218 Facebook For Business Seminar May 2009
09 Fsd007218 Facebook For Business Seminar May 200909 Fsd007218 Facebook For Business Seminar May 2009
09 Fsd007218 Facebook For Business Seminar May 2009John Dye ( dyejo, inc. )
 
People interest analysis on Facebook.
People interest analysis on Facebook.People interest analysis on Facebook.
People interest analysis on Facebook.
Sotrender
 
Klarity report - Automobile
Klarity report - AutomobileKlarity report - Automobile
Klarity report - Automobile
NDN Group
 
Facebook and the Cinema_ Research Abstract
Facebook and the Cinema_ Research AbstractFacebook and the Cinema_ Research Abstract
Facebook and the Cinema_ Research Abstract
Florence Poirel
 
Digital dealer aaol presentation aaisp
Digital dealer aaol presentation aaispDigital dealer aaol presentation aaisp
Digital dealer aaol presentation aaispRalph Paglia
 
European Union Essay Topics. Major Policies in the European Union Essay Examp...
European Union Essay Topics. Major Policies in the European Union Essay Examp...European Union Essay Topics. Major Policies in the European Union Essay Examp...
European Union Essay Topics. Major Policies in the European Union Essay Examp...
Amanda Harris
 

Similar to Ways understand fans II. - Facebook (20)

iCitizen 2010: Adaptive Brand Marketing with David Cooperstein from Forrester...
iCitizen 2010: Adaptive Brand Marketing with David Cooperstein from Forrester...iCitizen 2010: Adaptive Brand Marketing with David Cooperstein from Forrester...
iCitizen 2010: Adaptive Brand Marketing with David Cooperstein from Forrester...
 
Adapting Marketing for a New Era
 Adapting Marketing for a New Era Adapting Marketing for a New Era
Adapting Marketing for a New Era
 
Social Media for Business
Social Media for BusinessSocial Media for Business
Social Media for Business
 
Facebook PR Campaign (IMC 618) Week 9 Campaign
Facebook PR Campaign (IMC 618) Week 9 CampaignFacebook PR Campaign (IMC 618) Week 9 Campaign
Facebook PR Campaign (IMC 618) Week 9 Campaign
 
Discover Your Audience Insights Through Paid Media
Discover Your Audience Insights Through Paid MediaDiscover Your Audience Insights Through Paid Media
Discover Your Audience Insights Through Paid Media
 
Putting ROI to Work: Ford Spotlight (B2C)
Putting ROI to Work: Ford Spotlight (B2C)Putting ROI to Work: Ford Spotlight (B2C)
Putting ROI to Work: Ford Spotlight (B2C)
 
Facebook paid social - The basics
Facebook paid social - The basics Facebook paid social - The basics
Facebook paid social - The basics
 
Marketing Mix Facebook
Marketing Mix FacebookMarketing Mix Facebook
Marketing Mix Facebook
 
Keynote Speaker: Florian Haarhaus, Germany
Keynote Speaker: Florian Haarhaus, GermanyKeynote Speaker: Florian Haarhaus, Germany
Keynote Speaker: Florian Haarhaus, Germany
 
How to Use Facebook Pages to Build Brand Enthusiasm and Attract Customers - h...
How to Use Facebook Pages to Build Brand Enthusiasm and Attract Customers - h...How to Use Facebook Pages to Build Brand Enthusiasm and Attract Customers - h...
How to Use Facebook Pages to Build Brand Enthusiasm and Attract Customers - h...
 
Social Media and Tourism
Social Media and TourismSocial Media and Tourism
Social Media and Tourism
 
Social Media and Tourism
Social Media and TourismSocial Media and Tourism
Social Media and Tourism
 
Social Media and Tourism
Social Media and TourismSocial Media and Tourism
Social Media and Tourism
 
09 Fsd007218 Facebook For Business Seminar May 2009
09 Fsd007218 Facebook For Business Seminar May 200909 Fsd007218 Facebook For Business Seminar May 2009
09 Fsd007218 Facebook For Business Seminar May 2009
 
People interest analysis on Facebook.
People interest analysis on Facebook.People interest analysis on Facebook.
People interest analysis on Facebook.
 
Klarity report - Automobile
Klarity report - AutomobileKlarity report - Automobile
Klarity report - Automobile
 
Facebook and the Cinema_ Research Abstract
Facebook and the Cinema_ Research AbstractFacebook and the Cinema_ Research Abstract
Facebook and the Cinema_ Research Abstract
 
Digital dealer aaol presentation aaisp
Digital dealer aaol presentation aaispDigital dealer aaol presentation aaisp
Digital dealer aaol presentation aaisp
 
Social media sentinel
Social media sentinelSocial media sentinel
Social media sentinel
 
European Union Essay Topics. Major Policies in the European Union Essay Examp...
European Union Essay Topics. Major Policies in the European Union Essay Examp...European Union Essay Topics. Major Policies in the European Union Essay Examp...
European Union Essay Topics. Major Policies in the European Union Essay Examp...
 

More from Josef Šlerka

Znaky, znaky, modely
Znaky, znaky, modelyZnaky, znaky, modely
Znaky, znaky, modely
Josef Šlerka
 
LLM a mixed methods v humanitních vědách
LLM a mixed methods v humanitních vědáchLLM a mixed methods v humanitních vědách
LLM a mixed methods v humanitních vědách
Josef Šlerka
 
Vliv AI na mediální trh
Vliv AI na mediální trhVliv AI na mediální trh
Vliv AI na mediální trh
Josef Šlerka
 
Informační věda - Pravděpodobnosti
Informační věda - PravděpodobnostiInformační věda - Pravděpodobnosti
Informační věda - Pravděpodobnosti
Josef Šlerka
 
Informacni veda: Pocitace
Informacni veda: PocitaceInformacni veda: Pocitace
Informacni veda: Pocitace
Josef Šlerka
 
Inforamační věda: Algoritmus
Inforamační věda: AlgoritmusInforamační věda: Algoritmus
Inforamační věda: Algoritmus
Josef Šlerka
 
Co je to datova novinarina
Co je to datova novinarinaCo je to datova novinarina
Co je to datova novinarina
Josef Šlerka
 
Algoritmy a sociální sítě - stručný úvod
Algoritmy a sociální sítě - stručný úvodAlgoritmy a sociální sítě - stručný úvod
Algoritmy a sociální sítě - stručný úvod
Josef Šlerka
 
Atlas konspirací
Atlas konspiracíAtlas konspirací
Atlas konspirací
Josef Šlerka
 
Parallel Polis Revisited: Way from concept of Parallel Polis to Distributed R...
Parallel Polis Revisited: Way from concept of Parallel Polis to Distributed R...Parallel Polis Revisited: Way from concept of Parallel Polis to Distributed R...
Parallel Polis Revisited: Way from concept of Parallel Polis to Distributed R...
Josef Šlerka
 
Dezinformační weby a zpravodajství v ČR
Dezinformační weby a zpravodajství v ČRDezinformační weby a zpravodajství v ČR
Dezinformační weby a zpravodajství v ČR
Josef Šlerka
 
INFOWAR IN CZECH REPUBLIC
INFOWAR IN CZECH REPUBLICINFOWAR IN CZECH REPUBLIC
INFOWAR IN CZECH REPUBLIC
Josef Šlerka
 
Česká média dnes aneb Pokus o kontext k aktuální debatě
Česká média dnes aneb Pokus o kontext k aktuální debatěČeská média dnes aneb Pokus o kontext k aktuální debatě
Česká média dnes aneb Pokus o kontext k aktuální debatě
Josef Šlerka
 
Svět viděný cizíma očima
Svět viděný cizíma očimaSvět viděný cizíma očima
Svět viděný cizíma očima
Josef Šlerka
 
Do Birds of a Feather Flock Together?
Do Birds of a Feather Flock Together?Do Birds of a Feather Flock Together?
Do Birds of a Feather Flock Together?
Josef Šlerka
 
Projekt Navigátor - datová část
Projekt Navigátor - datová částProjekt Navigátor - datová část
Projekt Navigátor - datová část
Josef Šlerka
 
AI a žurnalistika
AI a žurnalistikaAI a žurnalistika
AI a žurnalistika
Josef Šlerka
 
Stručná zpráva o jednom experimentu
Stručná zpráva o jednom experimentuStručná zpráva o jednom experimentu
Stručná zpráva o jednom experimentu
Josef Šlerka
 
Volba a metoda
Volba a metodaVolba a metoda
Volba a metoda
Josef Šlerka
 
Wikipedie ve službách zla?!
Wikipedie ve službách zla?!Wikipedie ve službách zla?!
Wikipedie ve službách zla?!
Josef Šlerka
 

More from Josef Šlerka (20)

Znaky, znaky, modely
Znaky, znaky, modelyZnaky, znaky, modely
Znaky, znaky, modely
 
LLM a mixed methods v humanitních vědách
LLM a mixed methods v humanitních vědáchLLM a mixed methods v humanitních vědách
LLM a mixed methods v humanitních vědách
 
Vliv AI na mediální trh
Vliv AI na mediální trhVliv AI na mediální trh
Vliv AI na mediální trh
 
Informační věda - Pravděpodobnosti
Informační věda - PravděpodobnostiInformační věda - Pravděpodobnosti
Informační věda - Pravděpodobnosti
 
Informacni veda: Pocitace
Informacni veda: PocitaceInformacni veda: Pocitace
Informacni veda: Pocitace
 
Inforamační věda: Algoritmus
Inforamační věda: AlgoritmusInforamační věda: Algoritmus
Inforamační věda: Algoritmus
 
Co je to datova novinarina
Co je to datova novinarinaCo je to datova novinarina
Co je to datova novinarina
 
Algoritmy a sociální sítě - stručný úvod
Algoritmy a sociální sítě - stručný úvodAlgoritmy a sociální sítě - stručný úvod
Algoritmy a sociální sítě - stručný úvod
 
Atlas konspirací
Atlas konspiracíAtlas konspirací
Atlas konspirací
 
Parallel Polis Revisited: Way from concept of Parallel Polis to Distributed R...
Parallel Polis Revisited: Way from concept of Parallel Polis to Distributed R...Parallel Polis Revisited: Way from concept of Parallel Polis to Distributed R...
Parallel Polis Revisited: Way from concept of Parallel Polis to Distributed R...
 
Dezinformační weby a zpravodajství v ČR
Dezinformační weby a zpravodajství v ČRDezinformační weby a zpravodajství v ČR
Dezinformační weby a zpravodajství v ČR
 
INFOWAR IN CZECH REPUBLIC
INFOWAR IN CZECH REPUBLICINFOWAR IN CZECH REPUBLIC
INFOWAR IN CZECH REPUBLIC
 
Česká média dnes aneb Pokus o kontext k aktuální debatě
Česká média dnes aneb Pokus o kontext k aktuální debatěČeská média dnes aneb Pokus o kontext k aktuální debatě
Česká média dnes aneb Pokus o kontext k aktuální debatě
 
Svět viděný cizíma očima
Svět viděný cizíma očimaSvět viděný cizíma očima
Svět viděný cizíma očima
 
Do Birds of a Feather Flock Together?
Do Birds of a Feather Flock Together?Do Birds of a Feather Flock Together?
Do Birds of a Feather Flock Together?
 
Projekt Navigátor - datová část
Projekt Navigátor - datová částProjekt Navigátor - datová část
Projekt Navigátor - datová část
 
AI a žurnalistika
AI a žurnalistikaAI a žurnalistika
AI a žurnalistika
 
Stručná zpráva o jednom experimentu
Stručná zpráva o jednom experimentuStručná zpráva o jednom experimentu
Stručná zpráva o jednom experimentu
 
Volba a metoda
Volba a metodaVolba a metoda
Volba a metoda
 
Wikipedie ve službách zla?!
Wikipedie ve službách zla?!Wikipedie ve službách zla?!
Wikipedie ve službách zla?!
 

Recently uploaded

The approach at University of Liverpool.pptx
The approach at University of Liverpool.pptxThe approach at University of Liverpool.pptx
The approach at University of Liverpool.pptx
Jisc
 
Synthetic Fiber Construction in lab .pptx
Synthetic Fiber Construction in lab .pptxSynthetic Fiber Construction in lab .pptx
Synthetic Fiber Construction in lab .pptx
Pavel ( NSTU)
 
The Accursed House by Émile Gaboriau.pptx
The Accursed House by Émile Gaboriau.pptxThe Accursed House by Émile Gaboriau.pptx
The Accursed House by Émile Gaboriau.pptx
DhatriParmar
 
CACJapan - GROUP Presentation 1- Wk 4.pdf
CACJapan - GROUP Presentation 1- Wk 4.pdfCACJapan - GROUP Presentation 1- Wk 4.pdf
CACJapan - GROUP Presentation 1- Wk 4.pdf
camakaiclarkmusic
 
Best Digital Marketing Institute In NOIDA
Best Digital Marketing Institute In NOIDABest Digital Marketing Institute In NOIDA
Best Digital Marketing Institute In NOIDA
deeptiverma2406
 
Language Across the Curriculm LAC B.Ed.
Language Across the  Curriculm LAC B.Ed.Language Across the  Curriculm LAC B.Ed.
Language Across the Curriculm LAC B.Ed.
Atul Kumar Singh
 
Model Attribute Check Company Auto Property
Model Attribute  Check Company Auto PropertyModel Attribute  Check Company Auto Property
Model Attribute Check Company Auto Property
Celine George
 
Supporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptxSupporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptx
Jisc
 
Biological Screening of Herbal Drugs in detailed.
Biological Screening of Herbal Drugs in detailed.Biological Screening of Herbal Drugs in detailed.
Biological Screening of Herbal Drugs in detailed.
Ashokrao Mane college of Pharmacy Peth-Vadgaon
 
Overview on Edible Vaccine: Pros & Cons with Mechanism
Overview on Edible Vaccine: Pros & Cons with MechanismOverview on Edible Vaccine: Pros & Cons with Mechanism
Overview on Edible Vaccine: Pros & Cons with Mechanism
DeeptiGupta154
 
Lapbook sobre os Regimes Totalitários.pdf
Lapbook sobre os Regimes Totalitários.pdfLapbook sobre os Regimes Totalitários.pdf
Lapbook sobre os Regimes Totalitários.pdf
Jean Carlos Nunes Paixão
 
Welcome to TechSoup New Member Orientation and Q&A (May 2024).pdf
Welcome to TechSoup   New Member Orientation and Q&A (May 2024).pdfWelcome to TechSoup   New Member Orientation and Q&A (May 2024).pdf
Welcome to TechSoup New Member Orientation and Q&A (May 2024).pdf
TechSoup
 
Group Presentation 2 Economics.Ariana Buscigliopptx
Group Presentation 2 Economics.Ariana BuscigliopptxGroup Presentation 2 Economics.Ariana Buscigliopptx
Group Presentation 2 Economics.Ariana Buscigliopptx
ArianaBusciglio
 
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
siemaillard
 
Embracing GenAI - A Strategic Imperative
Embracing GenAI - A Strategic ImperativeEmbracing GenAI - A Strategic Imperative
Embracing GenAI - A Strategic Imperative
Peter Windle
 
special B.ed 2nd year old paper_20240531.pdf
special B.ed 2nd year old paper_20240531.pdfspecial B.ed 2nd year old paper_20240531.pdf
special B.ed 2nd year old paper_20240531.pdf
Special education needs
 
A Strategic Approach: GenAI in Education
A Strategic Approach: GenAI in EducationA Strategic Approach: GenAI in Education
A Strategic Approach: GenAI in Education
Peter Windle
 
TESDA TM1 REVIEWER FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...
TESDA TM1 REVIEWER  FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...TESDA TM1 REVIEWER  FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...
TESDA TM1 REVIEWER FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...
EugeneSaldivar
 
Mule 4.6 & Java 17 Upgrade | MuleSoft Mysore Meetup #46
Mule 4.6 & Java 17 Upgrade | MuleSoft Mysore Meetup #46Mule 4.6 & Java 17 Upgrade | MuleSoft Mysore Meetup #46
Mule 4.6 & Java 17 Upgrade | MuleSoft Mysore Meetup #46
MysoreMuleSoftMeetup
 
How libraries can support authors with open access requirements for UKRI fund...
How libraries can support authors with open access requirements for UKRI fund...How libraries can support authors with open access requirements for UKRI fund...
How libraries can support authors with open access requirements for UKRI fund...
Jisc
 

Recently uploaded (20)

The approach at University of Liverpool.pptx
The approach at University of Liverpool.pptxThe approach at University of Liverpool.pptx
The approach at University of Liverpool.pptx
 
Synthetic Fiber Construction in lab .pptx
Synthetic Fiber Construction in lab .pptxSynthetic Fiber Construction in lab .pptx
Synthetic Fiber Construction in lab .pptx
 
The Accursed House by Émile Gaboriau.pptx
The Accursed House by Émile Gaboriau.pptxThe Accursed House by Émile Gaboriau.pptx
The Accursed House by Émile Gaboriau.pptx
 
CACJapan - GROUP Presentation 1- Wk 4.pdf
CACJapan - GROUP Presentation 1- Wk 4.pdfCACJapan - GROUP Presentation 1- Wk 4.pdf
CACJapan - GROUP Presentation 1- Wk 4.pdf
 
Best Digital Marketing Institute In NOIDA
Best Digital Marketing Institute In NOIDABest Digital Marketing Institute In NOIDA
Best Digital Marketing Institute In NOIDA
 
Language Across the Curriculm LAC B.Ed.
Language Across the  Curriculm LAC B.Ed.Language Across the  Curriculm LAC B.Ed.
Language Across the Curriculm LAC B.Ed.
 
Model Attribute Check Company Auto Property
Model Attribute  Check Company Auto PropertyModel Attribute  Check Company Auto Property
Model Attribute Check Company Auto Property
 
Supporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptxSupporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptx
 
Biological Screening of Herbal Drugs in detailed.
Biological Screening of Herbal Drugs in detailed.Biological Screening of Herbal Drugs in detailed.
Biological Screening of Herbal Drugs in detailed.
 
Overview on Edible Vaccine: Pros & Cons with Mechanism
Overview on Edible Vaccine: Pros & Cons with MechanismOverview on Edible Vaccine: Pros & Cons with Mechanism
Overview on Edible Vaccine: Pros & Cons with Mechanism
 
Lapbook sobre os Regimes Totalitários.pdf
Lapbook sobre os Regimes Totalitários.pdfLapbook sobre os Regimes Totalitários.pdf
Lapbook sobre os Regimes Totalitários.pdf
 
Welcome to TechSoup New Member Orientation and Q&A (May 2024).pdf
Welcome to TechSoup   New Member Orientation and Q&A (May 2024).pdfWelcome to TechSoup   New Member Orientation and Q&A (May 2024).pdf
Welcome to TechSoup New Member Orientation and Q&A (May 2024).pdf
 
Group Presentation 2 Economics.Ariana Buscigliopptx
Group Presentation 2 Economics.Ariana BuscigliopptxGroup Presentation 2 Economics.Ariana Buscigliopptx
Group Presentation 2 Economics.Ariana Buscigliopptx
 
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa
 
Embracing GenAI - A Strategic Imperative
Embracing GenAI - A Strategic ImperativeEmbracing GenAI - A Strategic Imperative
Embracing GenAI - A Strategic Imperative
 
special B.ed 2nd year old paper_20240531.pdf
special B.ed 2nd year old paper_20240531.pdfspecial B.ed 2nd year old paper_20240531.pdf
special B.ed 2nd year old paper_20240531.pdf
 
A Strategic Approach: GenAI in Education
A Strategic Approach: GenAI in EducationA Strategic Approach: GenAI in Education
A Strategic Approach: GenAI in Education
 
TESDA TM1 REVIEWER FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...
TESDA TM1 REVIEWER  FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...TESDA TM1 REVIEWER  FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...
TESDA TM1 REVIEWER FOR NATIONAL ASSESSMENT WRITTEN AND ORAL QUESTIONS WITH A...
 
Mule 4.6 & Java 17 Upgrade | MuleSoft Mysore Meetup #46
Mule 4.6 & Java 17 Upgrade | MuleSoft Mysore Meetup #46Mule 4.6 & Java 17 Upgrade | MuleSoft Mysore Meetup #46
Mule 4.6 & Java 17 Upgrade | MuleSoft Mysore Meetup #46
 
How libraries can support authors with open access requirements for UKRI fund...
How libraries can support authors with open access requirements for UKRI fund...How libraries can support authors with open access requirements for UKRI fund...
How libraries can support authors with open access requirements for UKRI fund...
 

Ways understand fans II. - Facebook

  • 1. Ways to understand fans II. - Facebook 6. 9. 2014 Babelcamp Josef Šlerka (@stunome, @socialbakers)
  • 2. Questions who am I? who are you? who are yours friends? (on Facebook, of course)
  • 3. Answers Facebook Audience Insights Facebook Graph Search Social media researches (right answer: all together now, case study)
  • 5. FB Audience Insights time for real-time demo: https://www.facebook.com/ads/audience_insights/ people
  • 6. FB Audience Insights pros: ? cons: ?
  • 7. FB Graph Search Semantic search for dummies
  • 8. FB Graph Search time for real-time demo: https://www.facebook.com/ads/audience_insights/ people
  • 9. Examples My friends, My friends who like Ulice, My friends who like Ulice and are over 40 years old Photos taken in Prague, Czech Republic , Photos taken in Prague, Czech Republic by Miloš Zeman - prezident České republiky, Photos taken in Prague, Czech Republic of Prague, Czech Republic by people who are student, Photos taken in Prague, Czech Republic of Prague, Czech Republic by people who are students and are fans of Legalizace People who are fans of Přátelé Novoruska, Pages liked by people who like Přátelé Novoruska, Favorite pages of people who are in Přátelé Ruska v České republice Photos uploaded by people who are fans of Přátelé Novoruska, Photos uploaded by people who are fans of Žít Brno RIP, Photos uploaded by people who are fans of 4chan and live in Czech republic
  • 10. FB Graph Search pros: ? cons: ?
  • 11. Social meda research some things from our kitchen
  • 12. Our researches FND - Facebook normalized distance This analysis can be used to understand what users who “like” your content also “like”. This information can be used for marketing and ad targeting, strategic partnerships and sponsorships, etc.
  • 13. FND formula m = log10(number of all accounts from current country); fx = log10(number of likers on page X); fy = log10(number of likers on page Y); fxy = log10(number of common co-likers); FND = ((max(fx,fy) - fxy) / (m - min(fx,fy)) This methodology is based on the Google Similarity Distance and information based distance, which is an extension of the Kolmogorov complexity.
  • 14. Distance matrix The Fox News Page has a strong tie to ABC News and CNN, a significant tie to Ford, and no tie to Audi and BMW. Therefore, users who “like” Fox content have the strongest tendency to “like” content on other news station, but also have a significant tendency to “like” Ford content.
  • 16.
  • 17.
  • 18.
  • 19. How to verify? correlation between clusters from Facebook and real party voting we analyze correlation between election results in cities and build correlation matrix than we correlate both matrix (Facebook and real elections)
  • 20.
  • 21. How to verify? Czech republic 0.71 Poland 0.79 Slovak 0.67 Germany 0.71 well done!
  • 22. Segmentations NE Bruselu Dělnická strana sociální spravedlnosti czech extrem right-wings parties case study of internal segmentation
  • 23.
  • 24.
  • 25.
  • 26.
  • 27. Strange? So... ... let’s talk food: MIXIT!
  • 28.
  • 29.
  • 30. Who is close to... small insights into current affairs...
  • 31.
  • 32.
  • 33.
  • 34.
  • 35.
  • 36. Big players TV and finance industry
  • 37.
  • 38.
  • 39.
  • 41.
  • 42. Watch TV! greens vs neonazi, kdu vs top 09
  • 43.
  • 44.
  • 45.
  • 46.
  • 47. All together now! Fox News and automotive industry
  • 48. All together now What we know: The Fox News Page has a strong tie to ABC News and CNN, a significant tie to Ford, and no tie to Audi and BMW etc. Therefore, users who “like” Fox content have the strongest tendency to “like” content on other news station, but also have a significant tendency to “like” Ford content.
  • 49. Fox News With enriched Facebook Ads data, clients are able to gather some key insights to improve the targeting of Facebook campaigns, for example Fox News can recognize that they have the most Fan Overlap with Toyota and Ford. Fox News and Ford have the closest relationship in terms of a user’s tendency to “like” content. Therefore, Fox News can assume that Ford Fans would be most receptive to Fox News content.
  • 51. Recommendations Based on this data we are able better: Target Custom Audiences - you can find rigths interest for campaigns, you can find better keywords for PPC campaigns and for off-line advertasing Create Engaging Content Grow the Brand’s Fan Base
  • 52. That’s all folks! Thnx @josefslerka