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#brandwatchtips 
Conferencia/ 
1 
Big Data = Big Marketing 
¿Por qué el big data esta transformando el marketing y los negocios? 
MercadExpo 2014 - let’s talk digital … marketing 3.0, big data, analytics & social intelligence 
Santo Domingo, 19 noviembre 2014 
Rafael Igual 
CEO & Founder, D2I Institute | RE:THINK Lab | SocialBizFactory | Donna&Mobile 
rafa@d2ipanama.co 
(+507) 6563-7628 
@rafaigual | rafaigual.com 
pa.linkedin.com/in/rafaeligual 
@rafaigual
@d2ipanama #red2ipty 
Don’t be shy/ 
Nos gusta su participación 
• Ask questions in the 
session chat 
• Tweet about our 
discussion 
@mercadexpo 
@unibeenlinea 
#Mercadexpo14 
#LetsTalkDigital 
2 © 2014 rafaigual.com
4 
Big Data, Hype Technology? 
Source: chart from Google Trends / Explore
5 
5 fuerzas de Michael Porter (customer centricity) 
Source: October 10, 2013, “Competitive Strategy In The Age Of The Customer” Forrester report
6 
Estamos de lleno en la era del “prosumer & loyalty 3.0” 
Source: October 10, 2013, “Competitive Strategy In The Age Of The Customer” Forrester report
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
7 How much data? The internet in realtime – 11/19/2014 10:45AM http://pennystocks.la/internet-in-real-time/
Customer experience and marketing need to move in the 
same direction.
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
9 
8 
¿Qué es Big Data? 
Volumen Velocidad Variedad Veracidad 
Datos en Reposo 
Deben procesarse 
TB-EB 
Datos en Movimiento 
Datos en “streaming”, 
no almacenados, 
decision necesaria en 
ms 
Datos con múltiples 
formatos 
Estructurados, no 
estructurados, 
texto, multimedia 
Datos ruidosos 
Fiabilidad de los datos: 
desfasados, incom-pletos, 
conflictivos, 
irónicos, equivocados, 
vagos, erróneos 
Grande 
App Clásicas 
Tiempo Real 
M2M 
No estructurados 
Docs Corporativos 
Calidad 
Social Media
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
10 
4 
instrumentado 
interconectado 
inteligente 
Hasta 
10.000x 
más 
volumen 
Analítica Compleja 
Hasta 10.000x 
más rápido 
Datos en 
reposo 
Mexcla (no)estructurados 
Data Warehouse 
traditional e Inteligencia 
de Negocio 
Data Scale 
Volumen 
Datos en 
movimiento 
año mes sem día hora min seg … ms 
Hexa 
Peta 
Tera 
Giga 
Mega 
Kilo 
ocasionalmente frecuentemente tiempo real 
Velocidad Tiempo esperado de decisión
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
11 
6 
no tradicionales 
Datos transaccionales 
y de aplicación 
Datos Máquina 
(M2M) 
Datos Sociales 
• Volumen 
• Estructurado 
• Throughput 
• Velocidad 
• Semiestructurados 
• Ingestión 
• Variedad 
• Altamente 
desestructurados 
• Veracidad 
Contenido 
Empresarial 
• Variedad 
• Altamente 
desestructurados 
• Volumen
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
12 
“It’s impossible to overstress 
this: 80% of the work in any 
data project is in cleaning the 
data.” 
“It’s not information overload. 
It’s filter failure.” - Clay Shirky. 
- DJ Patil, former LinkedIn Chief Scientist
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
13
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
14
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
15 
¿Para qué utilizar Big Data & Social Analytics? 
Use Case Percentage over CMOs surveyed 
Brand/reputation management 80% 
Finding influencers/advocates 55% 
Market research 50% 
Campaign 45% 
Crisis management 44% 
Community management 26% 
PR 25% 
Customer services 21% 
SEO 10% 
Lead generation 8% 
Other 4% 
Source: Forrester report 2013
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
16 
“If you’ve got the 
data, great, let’s 
look at it, but if 
we’re going on 
opinion then let’s 
go with mine.” 
Marissa Mayer 
CEO Yahoo
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
17
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
18 
Evolución del Social Marketing Analytics 
Sentiment Author 
Segmentation 
Thematic Category 
Analysis 
Sentiment 
Drivers 
Volume & 
Share 
me my competition my category my real consumer
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
19 
CX+Social+Marketing: convergencia estratégica 
Marketing 
Social CX
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
20 
Social Data Insights: impacto cross-enterprise 
Operations 
& Distribution 
Demand forecasting 
Predictive analysis 
Segmentation 
Personalisation 
Product 
Development 
Customer insights 
Consumer insights 
Review Data 
Market Research 
Sales & 
Marketing 
Social selling 
Consumer insights 
Marketing campaigns 
Reputation management 
Customer 
Service 
Social CRM 
Social Customer Care 
Social Intelligence 
Social Loyalty 
Business 
Support 
Social Support 
Social recruitment 
Employee issues 
Open Innovation
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
21 
Retail examples
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
22
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
23
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
24
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
25 
http://youtu.be/vlnjXlm2sm0
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
26
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
27 
RTeotuarili semxa emxpalmeples
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
28
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
29
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
30
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
31 
RFeotoadil eexxaammppllees
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
32
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
33
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
34
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
35 
News example
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
One day of Twitter (each white speck is one tweet) 
36 http://gfycat.com/GlaringAmusingAmericanbittern#?speed=0.5
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
37 
Conversación sobre Venezuela en Twitter, Febrero 2014 
https://srogers.cartodb.com/viz/303423dc-9f30-11e3-b420-0ed66c7bc7f3/public_map
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
Beyonce releases her new album online 
38 https://srogers.cartodb.com/viz/337d9194-6458-11e3-85b5-e5e70547d141/public_map
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
39 https://www.mapbox.com/labs/twitter-gnip/brands/#5/37.996/-94.988
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
40 
Sports example
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
41 
http://cartodb.github.io/lisbon-2014/#/2/23.9/-6.7/0
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
42 
http://cartodb.com/v/worldcup/match/?TC=x&vis=30acae6a-0a51-11e4-8918-0e73339ffa50&h=t&t=Germany,B40903|Argentina,5CA2D1&m=7%2F13%2F2014%2016:00:00%20GMT,7%2F12%2F2014%2018:35:00GMT&g=147|#/2/-11.7/-8.6/0
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
43 
World Cup Sponsors: social media behaviours 
tournament, 
the most 
selected by 50% 
three countries 
other biggest 
Adidas (36%), 
Budweiser (26%). 
partners were 
lowest levels 
less globally 
provider Yingli 
Recognition Levels for World Cup 
Sponsors at End of Tournament 
When we analyze this at a sector-by-sector level, the power of sponsorship is patently clear: in each case, the World Cup partner tops 
the list. 2IILFLDODVVRFLDWLRQZLWKWKHWRXUQDPHQWGRHVWKHUHIRUHKDYHDGLUHFWLPSDFWRQDXGLHQFHDZDUHQHVV 
Recognition Levels for Sponsors vs Competitors, by Sector 
Question: Which of the following brands is an official sponsor of the 2014 FIFA World-Cup Brazil? /// Source: GlobalWebIndex Real-Time Panel, July 2014/// Base:
¿Cómo enfrentarse al consumidor 3.0: social, mobile, 
hyperlocal, wearable  real-time con Big Data? 
© 2014 Forrester Research, Inc. Reproduction Prohibited #forocapital 44
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
46 
Myths big data  engage one-to-one marketing
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
47 
Chief Data Officer 
Es un líder de negocio que crea y ejecuta datos y 
estrategia de análisis Marketing 
para generar valor en su negocio 
Es responsible de definir, desarrollar e implantar la 
estrategia y los métodos por los que la organización 
adquiere, gestiona, analiza y gobierna sus datos. 
También se hace cargo de identificar nuevas 
Social CX 
32 
Chief Data Officer 
oportunidades de negocio mediante un uso creativo de 
los datos corporativos 
Fuente: IBM Institute for Business Value, “The New Hero of Big Data and Analytics, The Chief Data Officer”, June 2014
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
48 
Chief Data Officer 
Marketing 
Social CX 
33 
Cinco maneras en las que los CDO 
conducen crecimiento e innovación
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
49 
CLIENTES  PERFILES SOCIALES 
LISTENING PLATFORM 
Marketing 
ANALYTICS Social REPORTING/ALERTS CX 
DASHBOARDS 
Clustering 
Text Mining 
Predictive Analytics Models 
SoLoMo 
BBDD de 
conversaciones en SM 
normalizadas y 
categorizadas. 
¿Es cliente? 
CLIENTES SOCIAL MEDIA 
PROFILES 
MONITORIZACIÓN 
SOCIAL CRM CONVERSACIONES 
BBDD clientes con sus 
perfiles sociales FB/TW/… 
Comentarios 
Branding 
Reputación 
Informes 
Alertas 
Exportaciones datos 
BACKBONE ANALÍTICO BASADO EN BIG DATA y CLOUD 
SERVICIO DE INTELIGENCIA DE CLIENTE DIGITAL 
Dashboards ejecutivos 
Métricas y KPI’s 
Best practices library 
Y nos obliga a mezclar datos estáticos, con conversaciones
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
50 
Welcome to the Social Big Data Economy! 
Fueling an Analytics Revolution 
from 
Transactions to 
Interactions Customers 
Marketing 
Purchases #Social 
Social CX 
Engagement 
Interests 
Opinions 
Profiles
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
51 
Thank you! 
Gracias! 
Obrigado! 
Merci! 
Grazie! 
Arigatô! 
Vielen Danke! 
Terima Kasi!
© 2014 rafaigual.com 
@d2ipanama #red2ipty 
52 
Si quedó con ganas, con gusto conversemos: 
rafaigual.com | d2ipanama.co | socialbizfactory.com/rethink 
rafa@d2ipanama.co 
facebook.com/d2ipanama 
@rafaigual 
plus.google.com/+rafaeligual

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Conferencia MercadExpo14 UNIBE Big Data = Big Marketing

  • 1. #brandwatchtips Conferencia/ 1 Big Data = Big Marketing ¿Por qué el big data esta transformando el marketing y los negocios? MercadExpo 2014 - let’s talk digital … marketing 3.0, big data, analytics & social intelligence Santo Domingo, 19 noviembre 2014 Rafael Igual CEO & Founder, D2I Institute | RE:THINK Lab | SocialBizFactory | Donna&Mobile rafa@d2ipanama.co (+507) 6563-7628 @rafaigual | rafaigual.com pa.linkedin.com/in/rafaeligual @rafaigual
  • 2. @d2ipanama #red2ipty Don’t be shy/ Nos gusta su participación • Ask questions in the session chat • Tweet about our discussion @mercadexpo @unibeenlinea #Mercadexpo14 #LetsTalkDigital 2 © 2014 rafaigual.com
  • 3.
  • 4. 4 Big Data, Hype Technology? Source: chart from Google Trends / Explore
  • 5. 5 5 fuerzas de Michael Porter (customer centricity) Source: October 10, 2013, “Competitive Strategy In The Age Of The Customer” Forrester report
  • 6. 6 Estamos de lleno en la era del “prosumer & loyalty 3.0” Source: October 10, 2013, “Competitive Strategy In The Age Of The Customer” Forrester report
  • 7. © 2014 rafaigual.com @d2ipanama #red2ipty 7 How much data? The internet in realtime – 11/19/2014 10:45AM http://pennystocks.la/internet-in-real-time/
  • 8. Customer experience and marketing need to move in the same direction.
  • 9. © 2014 rafaigual.com @d2ipanama #red2ipty 9 8 ¿Qué es Big Data? Volumen Velocidad Variedad Veracidad Datos en Reposo Deben procesarse TB-EB Datos en Movimiento Datos en “streaming”, no almacenados, decision necesaria en ms Datos con múltiples formatos Estructurados, no estructurados, texto, multimedia Datos ruidosos Fiabilidad de los datos: desfasados, incom-pletos, conflictivos, irónicos, equivocados, vagos, erróneos Grande App Clásicas Tiempo Real M2M No estructurados Docs Corporativos Calidad Social Media
  • 10. © 2014 rafaigual.com @d2ipanama #red2ipty 10 4 instrumentado interconectado inteligente Hasta 10.000x más volumen Analítica Compleja Hasta 10.000x más rápido Datos en reposo Mexcla (no)estructurados Data Warehouse traditional e Inteligencia de Negocio Data Scale Volumen Datos en movimiento año mes sem día hora min seg … ms Hexa Peta Tera Giga Mega Kilo ocasionalmente frecuentemente tiempo real Velocidad Tiempo esperado de decisión
  • 11. © 2014 rafaigual.com @d2ipanama #red2ipty 11 6 no tradicionales Datos transaccionales y de aplicación Datos Máquina (M2M) Datos Sociales • Volumen • Estructurado • Throughput • Velocidad • Semiestructurados • Ingestión • Variedad • Altamente desestructurados • Veracidad Contenido Empresarial • Variedad • Altamente desestructurados • Volumen
  • 12. © 2014 rafaigual.com @d2ipanama #red2ipty 12 “It’s impossible to overstress this: 80% of the work in any data project is in cleaning the data.” “It’s not information overload. It’s filter failure.” - Clay Shirky. - DJ Patil, former LinkedIn Chief Scientist
  • 13. © 2014 rafaigual.com @d2ipanama #red2ipty 13
  • 14. © 2014 rafaigual.com @d2ipanama #red2ipty 14
  • 15. © 2014 rafaigual.com @d2ipanama #red2ipty 15 ¿Para qué utilizar Big Data & Social Analytics? Use Case Percentage over CMOs surveyed Brand/reputation management 80% Finding influencers/advocates 55% Market research 50% Campaign 45% Crisis management 44% Community management 26% PR 25% Customer services 21% SEO 10% Lead generation 8% Other 4% Source: Forrester report 2013
  • 16. © 2014 rafaigual.com @d2ipanama #red2ipty 16 “If you’ve got the data, great, let’s look at it, but if we’re going on opinion then let’s go with mine.” Marissa Mayer CEO Yahoo
  • 17. © 2014 rafaigual.com @d2ipanama #red2ipty 17
  • 18. © 2014 rafaigual.com @d2ipanama #red2ipty 18 Evolución del Social Marketing Analytics Sentiment Author Segmentation Thematic Category Analysis Sentiment Drivers Volume & Share me my competition my category my real consumer
  • 19. © 2014 rafaigual.com @d2ipanama #red2ipty 19 CX+Social+Marketing: convergencia estratégica Marketing Social CX
  • 20. © 2014 rafaigual.com @d2ipanama #red2ipty 20 Social Data Insights: impacto cross-enterprise Operations & Distribution Demand forecasting Predictive analysis Segmentation Personalisation Product Development Customer insights Consumer insights Review Data Market Research Sales & Marketing Social selling Consumer insights Marketing campaigns Reputation management Customer Service Social CRM Social Customer Care Social Intelligence Social Loyalty Business Support Social Support Social recruitment Employee issues Open Innovation
  • 21. © 2014 rafaigual.com @d2ipanama #red2ipty 21 Retail examples
  • 22. © 2014 rafaigual.com @d2ipanama #red2ipty 22
  • 23. © 2014 rafaigual.com @d2ipanama #red2ipty 23
  • 24. © 2014 rafaigual.com @d2ipanama #red2ipty 24
  • 25. © 2014 rafaigual.com @d2ipanama #red2ipty 25 http://youtu.be/vlnjXlm2sm0
  • 26. © 2014 rafaigual.com @d2ipanama #red2ipty 26
  • 27. © 2014 rafaigual.com @d2ipanama #red2ipty 27 RTeotuarili semxa emxpalmeples
  • 28. © 2014 rafaigual.com @d2ipanama #red2ipty 28
  • 29. © 2014 rafaigual.com @d2ipanama #red2ipty 29
  • 30. © 2014 rafaigual.com @d2ipanama #red2ipty 30
  • 31. © 2014 rafaigual.com @d2ipanama #red2ipty 31 RFeotoadil eexxaammppllees
  • 32. © 2014 rafaigual.com @d2ipanama #red2ipty 32
  • 33. © 2014 rafaigual.com @d2ipanama #red2ipty 33
  • 34. © 2014 rafaigual.com @d2ipanama #red2ipty 34
  • 35. © 2014 rafaigual.com @d2ipanama #red2ipty 35 News example
  • 36. © 2014 rafaigual.com @d2ipanama #red2ipty One day of Twitter (each white speck is one tweet) 36 http://gfycat.com/GlaringAmusingAmericanbittern#?speed=0.5
  • 37. © 2014 rafaigual.com @d2ipanama #red2ipty 37 Conversación sobre Venezuela en Twitter, Febrero 2014 https://srogers.cartodb.com/viz/303423dc-9f30-11e3-b420-0ed66c7bc7f3/public_map
  • 38. © 2014 rafaigual.com @d2ipanama #red2ipty Beyonce releases her new album online 38 https://srogers.cartodb.com/viz/337d9194-6458-11e3-85b5-e5e70547d141/public_map
  • 39. © 2014 rafaigual.com @d2ipanama #red2ipty 39 https://www.mapbox.com/labs/twitter-gnip/brands/#5/37.996/-94.988
  • 40. © 2014 rafaigual.com @d2ipanama #red2ipty 40 Sports example
  • 41. © 2014 rafaigual.com @d2ipanama #red2ipty 41 http://cartodb.github.io/lisbon-2014/#/2/23.9/-6.7/0
  • 42. © 2014 rafaigual.com @d2ipanama #red2ipty 42 http://cartodb.com/v/worldcup/match/?TC=x&vis=30acae6a-0a51-11e4-8918-0e73339ffa50&h=t&t=Germany,B40903|Argentina,5CA2D1&m=7%2F13%2F2014%2016:00:00%20GMT,7%2F12%2F2014%2018:35:00GMT&g=147|#/2/-11.7/-8.6/0
  • 43. © 2014 rafaigual.com @d2ipanama #red2ipty 43 World Cup Sponsors: social media behaviours tournament, the most selected by 50% three countries other biggest Adidas (36%), Budweiser (26%). partners were lowest levels less globally provider Yingli Recognition Levels for World Cup Sponsors at End of Tournament When we analyze this at a sector-by-sector level, the power of sponsorship is patently clear: in each case, the World Cup partner tops the list. 2IILFLDODVVRFLDWLRQZLWKWKHWRXUQDPHQWGRHVWKHUHIRUHKDYHDGLUHFWLPSDFWRQDXGLHQFHDZDUHQHVV Recognition Levels for Sponsors vs Competitors, by Sector Question: Which of the following brands is an official sponsor of the 2014 FIFA World-Cup Brazil? /// Source: GlobalWebIndex Real-Time Panel, July 2014/// Base:
  • 44. ¿Cómo enfrentarse al consumidor 3.0: social, mobile, hyperlocal, wearable real-time con Big Data? © 2014 Forrester Research, Inc. Reproduction Prohibited #forocapital 44
  • 45.
  • 46. © 2014 rafaigual.com @d2ipanama #red2ipty 46 Myths big data engage one-to-one marketing
  • 47. © 2014 rafaigual.com @d2ipanama #red2ipty 47 Chief Data Officer Es un líder de negocio que crea y ejecuta datos y estrategia de análisis Marketing para generar valor en su negocio Es responsible de definir, desarrollar e implantar la estrategia y los métodos por los que la organización adquiere, gestiona, analiza y gobierna sus datos. También se hace cargo de identificar nuevas Social CX 32 Chief Data Officer oportunidades de negocio mediante un uso creativo de los datos corporativos Fuente: IBM Institute for Business Value, “The New Hero of Big Data and Analytics, The Chief Data Officer”, June 2014
  • 48. © 2014 rafaigual.com @d2ipanama #red2ipty 48 Chief Data Officer Marketing Social CX 33 Cinco maneras en las que los CDO conducen crecimiento e innovación
  • 49. © 2014 rafaigual.com @d2ipanama #red2ipty 49 CLIENTES PERFILES SOCIALES LISTENING PLATFORM Marketing ANALYTICS Social REPORTING/ALERTS CX DASHBOARDS Clustering Text Mining Predictive Analytics Models SoLoMo BBDD de conversaciones en SM normalizadas y categorizadas. ¿Es cliente? CLIENTES SOCIAL MEDIA PROFILES MONITORIZACIÓN SOCIAL CRM CONVERSACIONES BBDD clientes con sus perfiles sociales FB/TW/… Comentarios Branding Reputación Informes Alertas Exportaciones datos BACKBONE ANALÍTICO BASADO EN BIG DATA y CLOUD SERVICIO DE INTELIGENCIA DE CLIENTE DIGITAL Dashboards ejecutivos Métricas y KPI’s Best practices library Y nos obliga a mezclar datos estáticos, con conversaciones
  • 50. © 2014 rafaigual.com @d2ipanama #red2ipty 50 Welcome to the Social Big Data Economy! Fueling an Analytics Revolution from Transactions to Interactions Customers Marketing Purchases #Social Social CX Engagement Interests Opinions Profiles
  • 51. © 2014 rafaigual.com @d2ipanama #red2ipty 51 Thank you! Gracias! Obrigado! Merci! Grazie! Arigatô! Vielen Danke! Terima Kasi!
  • 52. © 2014 rafaigual.com @d2ipanama #red2ipty 52 Si quedó con ganas, con gusto conversemos: rafaigual.com | d2ipanama.co | socialbizfactory.com/rethink rafa@d2ipanama.co facebook.com/d2ipanama @rafaigual plus.google.com/+rafaeligual