SlideShare uma empresa Scribd logo
1 de 21
Baixar para ler offline
Mining Social Data



Scott Arenson
VP, Dialogue 
GolinHarris
sarenson@golinharris.com
213-438-8842
“Data is the New Oil”
                                    - Michael Palmer, 2006




Summerland, California (Santa Barbara County), before 1906
What is information?
“Information” can be defined as flows of data created "
by and delivered to people.

                                      •    In 2008 Americans consumed
                                           1.3 trillion hours of information
                                           averaging 12 hours per day"

                                      •    Consumption totaled 3.6
                                           zettabytes* of information"

How Much Information 2009"            •    An average person consumers
Report on American Consumers
              more that 100,000 words and
                                           34 gigabytes of information per
Global Information Industry Center
        day

                                      *1 zettabyte = one million gigabytes
“The Knowledge Rush”
“Unstructured information represents the
largest, most current and fastest growing
source of knowledge available to businesses
and governments world-wide.” 




                       “In these mounds of natural language artifacts
                       often lie the nuggets of knowledge critical for
                       realizing important trends, creating new
                       opportunities, solving problems or preventing
                       disasters.”
Analytics: From Information to Knowledge

•  Today – Human analysts sift through
   oceans of data looking for patterns such
   as correlations, associations, similarities,
   and dependencies which are the elements
   of decisions
•  Tomorrow – Web services surface
   patterns such as correlations,
   associations, similarities, and
   dependencies which are the elements of
   decisions
Why analytics? 
•  Avis analyzed history of
   'clicks' on an e-mail and
   transactional behavior of
   880,000 customers
•  Created a segmented
   customer loyalty database
   –  Communicate their “3 minute”
      promise
   –  Offer male 25 – 35 year-olds a
      convertible during summer
      months
•  Delivered tailor content to
   18 million email offers to
   880,000 customers
•  Avis cut marketing expenses
   by 50% and increased sales
Defining social data
Essential future skills

                          •  Skill #1: Statistics
“The sexy job in the
next ten years will be       (Studying)
statisticians… The
ability to take data—to   •  Skill #2: Data
be able to understand
it, to process it, to        Munging (Suffering)
extract value from it,
to visualize it, to       •  Skill #3:
communicate it—that’s
going to be a hugely
                             Visualization
important skill.”
- Hal Varian, Google
                             (Storytelling) 
Chief Economist
Where do I start?

                                          •  Define goals and
                                             objectives
                                          •  Select measures and
                                             metrics	
  
                                          •  Target data sources
                                          •  Leverage social
                                             analytics methods
                                          •  Deliver the insights
Give me a place to stand on, and I will
move the Earth. - Archimedes
                                             and storytelling
Goals and objectives
•  Understand clients
   marketing and
   communications
   goals and objectives
•  Top down or bottom
   up approach?
  –  Solving for X
  –  Gathering market
     data for insights
Select measures and metrics
                 •    Volume
                 •    Topics
                 •    Type
                 •    Reach
                 •    Sentiment
                 •    Opinion
                 •    Influence
Target data sources
•  Google
     –    Blog search
     –    Trends
     –    News
     –    Maps
•    Twitter search
•    Technorati
•    YouTube
•    Wikipedia
•    Flickr
•    Foursquare
•    LinkedData.org
•    Data.gov
Leverage social analytics
   methods and tools
Social media monitoring tools
Social Network Analysis
MentionMap
NodeXL
Deliver the insights
•  Dashboards
•  Reports and
   memos
•  Spreadsheets
•  Data widgets&
   gadgets
•  Rich Infographics
Dashboards, memos &
    spreadsheets
Data widgets & gadgets	
  
Infographic core components
•  Visual
    –  Color coding
    –  Graphics
    –  Reference icons
•  Content
    –  Time Frames
    –  Statistics
    –  References
•  Knowledge
    –  Facts
    –  Deductions

Mais conteúdo relacionado

Mais procurados (8)

Dr Ohad Barzilay
Dr Ohad BarzilayDr Ohad Barzilay
Dr Ohad Barzilay
 
Bigger and Better: Employing a Holistic Strategy for Big Data toward a Strong...
Bigger and Better: Employing a Holistic Strategy for Big Data toward a Strong...Bigger and Better: Employing a Holistic Strategy for Big Data toward a Strong...
Bigger and Better: Employing a Holistic Strategy for Big Data toward a Strong...
 
Big data
Big dataBig data
Big data
 
Big data
Big dataBig data
Big data
 
Big data and analytics
Big data and analyticsBig data and analytics
Big data and analytics
 
Big data ppt
Big data pptBig data ppt
Big data ppt
 
TPA
TPATPA
TPA
 
Big data
Big dataBig data
Big data
 

Semelhante a Mining Social Data

Introduction Data Science.pptx
Introduction Data Science.pptxIntroduction Data Science.pptx
Introduction Data Science.pptxAkhirulAminulloh2
 
Getting started in Data Science (April 2017, Los Angeles)
Getting started in Data Science (April 2017, Los Angeles)Getting started in Data Science (April 2017, Los Angeles)
Getting started in Data Science (April 2017, Los Angeles)Thinkful
 
3rd Socio-Cultural Data Summit
3rd Socio-Cultural Data Summit3rd Socio-Cultural Data Summit
3rd Socio-Cultural Data SummitDataCards
 
Getting Started in Data Science
Getting Started in Data ScienceGetting Started in Data Science
Getting Started in Data ScienceThinkful
 
Career in Data Science (July 2017, DTLA)
Career in Data Science (July 2017, DTLA)Career in Data Science (July 2017, DTLA)
Career in Data Science (July 2017, DTLA)Thinkful
 
Open analytics social media framework
Open analytics   social media frameworkOpen analytics   social media framework
Open analytics social media frameworkOpen Analytics
 
Generating Big Value from Big Data
Generating Big Value from Big DataGenerating Big Value from Big Data
Generating Big Value from Big DataBrendan Aldrich
 
Beyond the data buzzwords jonathan margulies
Beyond the data buzzwords   jonathan marguliesBeyond the data buzzwords   jonathan margulies
Beyond the data buzzwords jonathan marguliesAMDIA-Integra
 
Geoscape 2010 Census (Versailles 101008)
Geoscape   2010 Census (Versailles 101008)Geoscape   2010 Census (Versailles 101008)
Geoscape 2010 Census (Versailles 101008)Dan Austin
 
Mining the Social Web for Fun & Profit Within Your Organization
Mining the Social Web for Fun & Profit Within Your OrganizationMining the Social Web for Fun & Profit Within Your Organization
Mining the Social Web for Fun & Profit Within Your OrganizationDigital Reasoning
 
Crowdsourcing Approaches to Big Data Curation - Rio Big Data Meetup
Crowdsourcing Approaches to Big Data Curation - Rio Big Data MeetupCrowdsourcing Approaches to Big Data Curation - Rio Big Data Meetup
Crowdsourcing Approaches to Big Data Curation - Rio Big Data MeetupEdward Curry
 
Network Conference LMS Big Data Final 1.24.14
Network Conference LMS Big Data Final 1.24.14Network Conference LMS Big Data Final 1.24.14
Network Conference LMS Big Data Final 1.24.14LMSmith361
 
open-data-presentation.pptx
open-data-presentation.pptxopen-data-presentation.pptx
open-data-presentation.pptxDennicaRivera
 
Loras College 2014 Business Analytics Symposium | Gebhard Rainer: Building a ...
Loras College 2014 Business Analytics Symposium | Gebhard Rainer: Building a ...Loras College 2014 Business Analytics Symposium | Gebhard Rainer: Building a ...
Loras College 2014 Business Analytics Symposium | Gebhard Rainer: Building a ...Cartegraph
 
Interesting ways Big Data is used today
Interesting ways Big Data is used todayInteresting ways Big Data is used today
Interesting ways Big Data is used todayDaniel Sârbe
 
Data to Dollars™ - Practical Analytics in the Big Data Era Jaime Fitzgerald A...
Data to Dollars™ - Practical Analytics in the Big Data Era Jaime Fitzgerald A...Data to Dollars™ - Practical Analytics in the Big Data Era Jaime Fitzgerald A...
Data to Dollars™ - Practical Analytics in the Big Data Era Jaime Fitzgerald A...Fitzgerald Analytics, Inc.
 
Big data and development
Big data and developmentBig data and development
Big data and developmentSimone Sala
 

Semelhante a Mining Social Data (20)

Introduction Data Science.pptx
Introduction Data Science.pptxIntroduction Data Science.pptx
Introduction Data Science.pptx
 
Getting started in Data Science (April 2017, Los Angeles)
Getting started in Data Science (April 2017, Los Angeles)Getting started in Data Science (April 2017, Los Angeles)
Getting started in Data Science (April 2017, Los Angeles)
 
3rd Socio-Cultural Data Summit
3rd Socio-Cultural Data Summit3rd Socio-Cultural Data Summit
3rd Socio-Cultural Data Summit
 
Getting Started in Data Science
Getting Started in Data ScienceGetting Started in Data Science
Getting Started in Data Science
 
Career in Data Science (July 2017, DTLA)
Career in Data Science (July 2017, DTLA)Career in Data Science (July 2017, DTLA)
Career in Data Science (July 2017, DTLA)
 
Open analytics social media framework
Open analytics   social media frameworkOpen analytics   social media framework
Open analytics social media framework
 
Generating Big Value from Big Data
Generating Big Value from Big DataGenerating Big Value from Big Data
Generating Big Value from Big Data
 
Beyond the data buzzwords jonathan margulies
Beyond the data buzzwords   jonathan marguliesBeyond the data buzzwords   jonathan margulies
Beyond the data buzzwords jonathan margulies
 
Geoscape 2010 Census (Versailles 101008)
Geoscape   2010 Census (Versailles 101008)Geoscape   2010 Census (Versailles 101008)
Geoscape 2010 Census (Versailles 101008)
 
Mining the Social Web for Fun & Profit Within Your Organization
Mining the Social Web for Fun & Profit Within Your OrganizationMining the Social Web for Fun & Profit Within Your Organization
Mining the Social Web for Fun & Profit Within Your Organization
 
Ov big data
Ov big dataOv big data
Ov big data
 
Crowdsourcing Approaches to Big Data Curation - Rio Big Data Meetup
Crowdsourcing Approaches to Big Data Curation - Rio Big Data MeetupCrowdsourcing Approaches to Big Data Curation - Rio Big Data Meetup
Crowdsourcing Approaches to Big Data Curation - Rio Big Data Meetup
 
Network Conference LMS Big Data Final 1.24.14
Network Conference LMS Big Data Final 1.24.14Network Conference LMS Big Data Final 1.24.14
Network Conference LMS Big Data Final 1.24.14
 
open-data-presentation.pptx
open-data-presentation.pptxopen-data-presentation.pptx
open-data-presentation.pptx
 
Big Data World
Big Data WorldBig Data World
Big Data World
 
Loras College 2014 Business Analytics Symposium | Gebhard Rainer: Building a ...
Loras College 2014 Business Analytics Symposium | Gebhard Rainer: Building a ...Loras College 2014 Business Analytics Symposium | Gebhard Rainer: Building a ...
Loras College 2014 Business Analytics Symposium | Gebhard Rainer: Building a ...
 
Interesting ways Big Data is used today
Interesting ways Big Data is used todayInteresting ways Big Data is used today
Interesting ways Big Data is used today
 
Data to Dollars™ - Practical Analytics in the Big Data Era Jaime Fitzgerald A...
Data to Dollars™ - Practical Analytics in the Big Data Era Jaime Fitzgerald A...Data to Dollars™ - Practical Analytics in the Big Data Era Jaime Fitzgerald A...
Data to Dollars™ - Practical Analytics in the Big Data Era Jaime Fitzgerald A...
 
Big data and development
Big data and developmentBig data and development
Big data and development
 
Applications of Big Data
Applications of Big DataApplications of Big Data
Applications of Big Data
 

Mining Social Data

  • 1. Mining Social Data Scott Arenson VP, Dialogue GolinHarris sarenson@golinharris.com 213-438-8842
  • 2. “Data is the New Oil” - Michael Palmer, 2006 Summerland, California (Santa Barbara County), before 1906
  • 3. What is information? “Information” can be defined as flows of data created " by and delivered to people. •  In 2008 Americans consumed 1.3 trillion hours of information averaging 12 hours per day" •  Consumption totaled 3.6 zettabytes* of information" How Much Information 2009" •  An average person consumers Report on American Consumers more that 100,000 words and 34 gigabytes of information per Global Information Industry Center day *1 zettabyte = one million gigabytes
  • 4. “The Knowledge Rush” “Unstructured information represents the largest, most current and fastest growing source of knowledge available to businesses and governments world-wide.” “In these mounds of natural language artifacts often lie the nuggets of knowledge critical for realizing important trends, creating new opportunities, solving problems or preventing disasters.”
  • 5. Analytics: From Information to Knowledge •  Today – Human analysts sift through oceans of data looking for patterns such as correlations, associations, similarities, and dependencies which are the elements of decisions •  Tomorrow – Web services surface patterns such as correlations, associations, similarities, and dependencies which are the elements of decisions
  • 6. Why analytics? •  Avis analyzed history of 'clicks' on an e-mail and transactional behavior of 880,000 customers •  Created a segmented customer loyalty database –  Communicate their “3 minute” promise –  Offer male 25 – 35 year-olds a convertible during summer months •  Delivered tailor content to 18 million email offers to 880,000 customers •  Avis cut marketing expenses by 50% and increased sales
  • 8. Essential future skills •  Skill #1: Statistics “The sexy job in the next ten years will be (Studying) statisticians… The ability to take data—to •  Skill #2: Data be able to understand it, to process it, to Munging (Suffering) extract value from it, to visualize it, to •  Skill #3: communicate it—that’s going to be a hugely Visualization important skill.” - Hal Varian, Google (Storytelling)  Chief Economist
  • 9. Where do I start? •  Define goals and objectives •  Select measures and metrics   •  Target data sources •  Leverage social analytics methods •  Deliver the insights Give me a place to stand on, and I will move the Earth. - Archimedes and storytelling
  • 10. Goals and objectives •  Understand clients marketing and communications goals and objectives •  Top down or bottom up approach? –  Solving for X –  Gathering market data for insights
  • 11. Select measures and metrics •  Volume •  Topics •  Type •  Reach •  Sentiment •  Opinion •  Influence
  • 12. Target data sources •  Google –  Blog search –  Trends –  News –  Maps •  Twitter search •  Technorati •  YouTube •  Wikipedia •  Flickr •  Foursquare •  LinkedData.org •  Data.gov
  • 13. Leverage social analytics methods and tools
  • 18. Deliver the insights •  Dashboards •  Reports and memos •  Spreadsheets •  Data widgets& gadgets •  Rich Infographics
  • 19. Dashboards, memos & spreadsheets
  • 20. Data widgets & gadgets  
  • 21. Infographic core components •  Visual –  Color coding –  Graphics –  Reference icons •  Content –  Time Frames –  Statistics –  References •  Knowledge –  Facts –  Deductions