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from data to insights
building accurate consumer insights from online conversations
francesco d’orazio - research director, head of social media, face
jake steadman - brand and social media insights, O2
the business context

 1. To plug social media monitoring into the heart of business
    and brand planning
 2. To help maximise the potential of executions in terms of
    Social Networking
 3. To understand how we can target media and seed better than
    today
 4. To help with gaining proactive insight – early discovery of
    emerging trends / issues / opportunities
 5. Brand reputation management of both consumers and the
    media
The overriding research objective was to utilise
one tool for Traditional media and Social media,
covering:

   1.   Media and consumer social media monitoring
   2.   Buzz monitoring and sentiment tracking
   3.   Brand reputation management and performance
   4.   Media performance
   5.   Messaging success
what social media means for research
first, understand what users want from the web
the web as...




    mirror      projector                 construction
                        from ‘Solipsistic Branding’ | Lawes Consulting | 2007
...now add ‘social data’



identity - who I am


                      contacts - who I know



                                              activities - what I like
ongoing conversations, rather then
   Q&A or one-off discussions
a window into
naturally occurring behaviors

     far less obtrusive

re-introduces social context
a real-time stream of data
this makes social media
the richest insights field ever
for the first time
          we can do
     qualitative research
      on a mass scale!




impressive...
but there are still some open challenges:


                 demographics
                  geography
                   sentiment
                    sources
                     spam
this is why social media analysis is all about...
partitioning




reducing complexity    hierarchy




                      independence
mining for patterns


decoding the shape of phenomena,
     rather then micro values
what we did
RTO2 is a social media monitoring and
analysis solution designed for O2.


                                           RTO2 it’s software +
                                           strategic consultancy


                 outputs:


                 1) bespoke dashboard
                 2) weekly reports
                 3) monthly conferencing
                 4) quarterly workshops
dashboard

                                   online DB


      web crawler


                                                                   A live interactive dashboard
                                                                     generates real-time data
                                                                   visualization and customized
                                                                               reports
                                               analytics



   A web crawler browses the
 World Wide Web searching for
    specific key-phrases in a
methodical, automated manner.
   It creates a copy of all the
                                         Software analytics tools and
relevant pages and stores them
                                         human analysts process the
 in an online database for later
                                         information harvested by the
           processing
                                            web crawler in real-time
the real-time dashboard
real-time tracking and measurement to enable
         adaptive brand management
visual mining and natural interaction with data
        to support pattern recognition
             and iterative thinking
volumes are nothing without weighting

     a channel-specific ‘visibility’
     algorithm takes into account
       reach, engagement and
      features of each message
        to assess its ‘influence’
human sentiment analysis is key:
     we crowd-sourced it
Analysts                                     Company




                 Benefits of this approach


a) access to a on-demand, 24/7, scalable workforce
b) volumes: thousands of messages analyzed in a few hours
c) lower cost per message coded
embedded KPIs tracking


       overall volumes
       volumes by day
      volumes by type
      overall sentiment
       overall visibility
       visibility by day
       visibility by type
     qualitative visibility
outputs
volumes/day
volumes/share of voice
volumes/channel
volumes/reactivity
visibility
visibility / bands
sentiment
qualitative visibility
topics/wordclouds
topics/treemaps
trending topics / strata
brand social graph
influencers
geography
from data to insights
the


analysis funnel             POLLS          packaging              PICTURE
                                           looks cool
                     CHAT                     but...                 love this
                            did you                                    ad...
                              hear                       saw
            BLOG              that..                    this on
                                                           fb     this is
                   VIDEO                                          cool.
                                        check                           .
                                       this out




                                                                                      on
    ac




                                                                                            FACE




                                                                                 acti
                              web scan
     tio
      n




                       targeted monitoring                                                  FACE
                                                                                            Human-coded
 feedback                                                                        feedback
                            noise reduction                                                 Software-coded
                                                                                            Human-coded
                           refined mentions
                                                                                            Software-coded

     feedback                  analysis                              feedback
                                                                                            FACE

                               reporting
step #1
landscape
summary of the most
important data for any
specific search
step #2
leads
identify the leads
that might be
pointing towards
relevant phenomena
step #3
drill-down
different types of
leads require
different types of
drill-down action
step #4
events
explain what
caused a specific
phenomenon
tactical
           “reactions show that speed is not the main concern and
           there is a solid audience for propositions that are
           tailored on usage levels”

step #5    “identify the most influential sources that have been
insights   discussing the topic and engage them about the launch
           of the new broadband packages”


           strategic
           “providing original research-based information which
           sources and users can embed within their contents
           drives high profile mentions and viral engagement”
bring together events + insights in a
          comprehensive trend that tells the story of
step #6   the brand over a specific period of time
trends
+
models
          identify recursive patters and suggest actions
          which will cause a trend to emerge again
it’s new and exciting,
and we are already using it:

  insight/innovation: topic-trend exploration
  brand/pr: brand reputation - share of voice
  brand/pr: wider landscape
  brand/advertising/pr: product/service/campaign tracking
  customer care: targeted customer engagement / social CRM
but there are immediate practical challenges:



              1) Key word search continuity
              2) Scale
              3) Education/training
thanks


                          @abc3d
         francesco@facegroup.co.uk

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From Data to Insights: how to build accurate customer insights from online conversations (Face / O2 UK Case study)

  • 1. from data to insights building accurate consumer insights from online conversations francesco d’orazio - research director, head of social media, face jake steadman - brand and social media insights, O2
  • 2. the business context 1. To plug social media monitoring into the heart of business and brand planning 2. To help maximise the potential of executions in terms of Social Networking 3. To understand how we can target media and seed better than today 4. To help with gaining proactive insight – early discovery of emerging trends / issues / opportunities 5. Brand reputation management of both consumers and the media
  • 3. The overriding research objective was to utilise one tool for Traditional media and Social media, covering: 1. Media and consumer social media monitoring 2. Buzz monitoring and sentiment tracking 3. Brand reputation management and performance 4. Media performance 5. Messaging success
  • 4. what social media means for research
  • 5. first, understand what users want from the web
  • 6. the web as... mirror projector construction from ‘Solipsistic Branding’ | Lawes Consulting | 2007
  • 7. ...now add ‘social data’ identity - who I am contacts - who I know activities - what I like
  • 8. ongoing conversations, rather then Q&A or one-off discussions
  • 9. a window into naturally occurring behaviors far less obtrusive re-introduces social context
  • 11. this makes social media the richest insights field ever
  • 12. for the first time we can do qualitative research on a mass scale! impressive...
  • 13. but there are still some open challenges: demographics geography sentiment sources spam
  • 14. this is why social media analysis is all about...
  • 15. partitioning reducing complexity hierarchy independence
  • 16. mining for patterns decoding the shape of phenomena, rather then micro values
  • 18. RTO2 is a social media monitoring and analysis solution designed for O2. RTO2 it’s software + strategic consultancy outputs: 1) bespoke dashboard 2) weekly reports 3) monthly conferencing 4) quarterly workshops
  • 19. dashboard online DB web crawler A live interactive dashboard generates real-time data visualization and customized reports analytics A web crawler browses the World Wide Web searching for specific key-phrases in a methodical, automated manner. It creates a copy of all the Software analytics tools and relevant pages and stores them human analysts process the in an online database for later information harvested by the processing web crawler in real-time
  • 21. real-time tracking and measurement to enable adaptive brand management
  • 22. visual mining and natural interaction with data to support pattern recognition and iterative thinking
  • 23. volumes are nothing without weighting a channel-specific ‘visibility’ algorithm takes into account reach, engagement and features of each message to assess its ‘influence’
  • 24. human sentiment analysis is key: we crowd-sourced it Analysts Company Benefits of this approach a) access to a on-demand, 24/7, scalable workforce b) volumes: thousands of messages analyzed in a few hours c) lower cost per message coded
  • 25. embedded KPIs tracking overall volumes volumes by day volumes by type overall sentiment overall visibility visibility by day visibility by type qualitative visibility
  • 41. from data to insights
  • 42. the analysis funnel POLLS packaging PICTURE looks cool CHAT but... love this did you ad... hear saw BLOG that.. this on fb this is VIDEO cool. check . this out on ac FACE acti web scan tio n targeted monitoring FACE Human-coded feedback feedback noise reduction Software-coded Human-coded refined mentions Software-coded feedback analysis feedback FACE reporting
  • 43. step #1 landscape summary of the most important data for any specific search
  • 44. step #2 leads identify the leads that might be pointing towards relevant phenomena
  • 45. step #3 drill-down different types of leads require different types of drill-down action
  • 46. step #4 events explain what caused a specific phenomenon
  • 47. tactical “reactions show that speed is not the main concern and there is a solid audience for propositions that are tailored on usage levels” step #5 “identify the most influential sources that have been insights discussing the topic and engage them about the launch of the new broadband packages” strategic “providing original research-based information which sources and users can embed within their contents drives high profile mentions and viral engagement”
  • 48. bring together events + insights in a comprehensive trend that tells the story of step #6 the brand over a specific period of time trends + models identify recursive patters and suggest actions which will cause a trend to emerge again
  • 49. it’s new and exciting, and we are already using it: insight/innovation: topic-trend exploration brand/pr: brand reputation - share of voice brand/pr: wider landscape brand/advertising/pr: product/service/campaign tracking customer care: targeted customer engagement / social CRM
  • 50. but there are immediate practical challenges: 1) Key word search continuity 2) Scale 3) Education/training
  • 51. thanks @abc3d francesco@facegroup.co.uk