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TrendConnectTM
Big Data Summary           Confidential and
                     Proprietary VDPFinder
                                  Inc., 2012


September 17, 2012
2

                                                                            Confidential and
                                                                      Proprietary VDPFinder
                                                                                   Inc., 2012




     Big Data TrendConnect Vertical
                                                                                                     IT
             Big Data Demographic Summary                                                       Professional     Data
                                                                                                    10%        Scientist/
                                                  Targeted                                                      Analyst
                                                 Community                                                        2%

                       Number of Members           188,312
                          Number Tweets            632,674
                                                                                                                    Media/
                Number Keywords Entered               130                                                           Press
               Number Keywords Extracted             1,436                                                           12%
                                                                   Unclassified
                  Number “IT Professionals”         19,112            36%                                             Industry
            “IT Professional” Incidence Rate     Medium; 10%                                                           Analyst
                                                                                                                         1%
                                 Start Date       1-June-2012
                                  End Date     17-September-2012
                                                                                                                    Potential IT
          “Reach” – Total Number Followers        107,325,975
                                                                                                                       10%
        Average “Follower/Following” Ratio            16.9                      Missing
Average “IT Pro” “Follower/Following” Ratio            7.0                       Info
                                                                                 15%                         Marketing
                                                                                                                7%
                                                                                                        Recruiters/
                                                                                    Swear-      Student    Jobs
                                                                                     Spam         2%        3%
                                                                                      2%
3

                                                  Confidential and
                                            Proprietary VDPFinder
                                                         Inc., 2012




Big Data IT Professionals by Title

 Developer/Programmer
              Engineer
   Technologist/IT Pro.
              Architect
 Systems Administrator
               CIO/VP
                  DBA
   IT Director/Manager
      Business Analyst

                          0   2000   4000         6000                8000   10000
4

                                                                             Confidential and
                                                                       Proprietary VDPFinder
                                                                                    Inc., 2012




Big Data Tweets
Top 30 Topics by Number of Tweets
    Big Data Community Tweets by Topic
                   big data
                  #bigdata                    136343
                                                       244320
                                                                • Tweets around verticals typically
                  analytics
            data analytics
                                          94543
                                      62472
                                                                  produce a “long tail” effect
                   hadoop
                 mongodb
                                      61415
                                   34928
                                                                   ▫   The top 10 topics account for almost two-
                      #io12       30692                                thirds of all topics
              data science        28558
       machine learning           26868                            ▫   Over time, new interest areas will emerge
       big data analytics        24188                                 and the order of topics will change to help
                cloud data       20813
                social data     17439                                  identify new industry trends or changes in
                  #hadoop       15414                                  the market
              hadoop data      13840
               mobile data
             data insights
                               12393
                               10847                            • Not surprisingly, references to big
     predictive analytics      10641
             data scientist   10239
                                                                  data and (especially) analytics
                      nosql   9824
                 real-time    7700
                                                                  dominate the social media
    artificial intelligence   6831
                  cloudera    6723
                                                                  conversation.
       business analytics
        social media data
                              6619
                              6506                              • Opensource and Nosql products are
                     #hana    6322
           data discovery     6269                                overwhelmingly mentioned in
             data analysis    6182
                    #nosql    6020                                conversation compared to
              data mining     5745
             hortonworks      5727                                commercial products
      real-time analytics     5589
5

                                                                                    Confidential and


Big Data Conversations
                                                                              Proprietary VDPFinder
                                                                                           Inc., 2012




Top 20 Topics by Type of Member
100%
                                                                                #nosql
                                                                                                        • Conversation of
90%
                                                                                cloudera                  interest differ
                                                                                real-time
                                                                                                          significantly by
                                                                                data scientist
80%                                                                                                       type of member
                                                                                mobile data


70%
                                                                                predictive analytics
                                                                                                        • IT Professionals
                                                                                data insights
                                                                                nosql                     tend to have very
60%                                                                             hadoop data               different
                                                                                machine learning
                                                                                                          conversations
50%                                                                             social data
                                                                                #hadoop                   relative to the rest
40%                                                                             data science              of the industry, at
                                                                                cloud data
                                                                                #io12
                                                                                                          the moment focused
30%
                                                                                big data analytics        on open-source
                                                                                mongodb
20%                                                                                                       solutions.
                                                                                hadoop
                                                                                data analytics
10%                                                                             analytics
                                                                                #bigdata
 0%                                                                             big data
       IT Professional         Data          Media/Press   Industry Analyst
                         Scientist/Analyst
6

                                                                                    Confidential and


Big Data Conversations
                                                                              Proprietary VDPFinder
                                                                                           Inc., 2012




Top 20 Topics by Type of Member
Normalized for “Big Data”
100%
                                                                                #nosql
                                                                                                        • Conversation of
90%                                                                             cloudera                  interest differ
                                                                                real-time                 significantly by
80%                                                                             data scientist
                                                                                                          type of member
                                                                                mobile data

70%                                                                             predictive analytics    • IT Professionals
                                                                                data insights             tend to have very
60%                                                                             nosql
                                                                                                          different
                                                                                hadoop data
                                                                                                          conversations
50%                                                                             machine learning
                                                                                social data               relative to the rest
40%                                                                             #hadoop                   of the industry, at
                                                                                data science
                                                                                                          the moment focused
30%                                                                             cloud data
                                                                                #io12
                                                                                                          on open-source
20%                                                                             big data analytics        solutions.
                                                                                mongodb
10%                                                                             hadoop
                                                                                data analytics
 0%                                                                             analytics
       IT Professional         Data          Media/Press   Industry Analyst
                         Scientist/Analyst
7

                                                Confidential and
                                          Proprietary VDPFinder

Big Data Conversations: ITPros and Data Scientists
                                                       Inc., 2012




Top 20 Topics by Month

100%                                          hadoop analytics       • Conversations among
                                              mapreduce                IT pros and Data
90%                                           social data              Scientists are among
                                              apache
                                                                       the most relevant to the
                                              data scientist
80%                                                                    overall Big Data
                                              predictive analytics
                                              hortonworks              industry
70%                                           10gen                  • Industry conference
                                              cloudera
60%                                           #nosql
                                                                       Google IO12 had a big
                                              data science
                                                                       impact on end-users
50%                                           hadoop data              conversations in June
                                              cloud data
                                                                     • Conversations around
                                              nosql
40%                                           machine learning
                                                                       Hadoop are beginning
                                              big data analytics
                                                                       to temper in
30%                                           #hadoop                  July/August as
                                              #io12                    analytics discussions
20%                                           data analytics
                                                                       become more topical
                                              analytics
                                              mongodb
10%
                                              hadoop
                                              #bigdata
 0%                                           big data

       JUNE   JULY   AUGUST   SEPTEMBER
8

                                                   Confidential and
                                             Proprietary VDPFinder


Big Data Conversations: ITPros and Data Scientists
                                                          Inc., 2012




Top 20 Topics by Month
Normalized for “Big Data”
100%                                             hadoop analytics       • Conversations among
                                                 mapreduce                IT pros and Data
90%                                              social data              Scientists are among
                                                 apache                   the most relevant to the
80%                                              data scientist           overall Big Data
                                                 predictive analytics
                                                                          industry
70%                                              hortonworks

                                                 10gen
                                                                        • Industry conference
60%                                              cloudera
                                                                          Google IO12 had a big
                                                 #nosql                   impact on end-users
50%                                              data science             conversations in June
                                                 hadoop data            • Conversations around
                                                 cloud data
40%                                                                       Hadoop are beginning
                                                 nosql
                                                                          to temper in
                                                 machine learning
30%
                                                 big data analytics
                                                                          July/August as
                                                 #hadoop
                                                                          analytics discussions
20%                                              #io12
                                                                          become more topical
                                                 data analytics
10%                                              analytics

                                                 mongodb

 0%                                              hadoop

       JUNE     JULY    AUGUST   SEPTEMBER
9

                                    Confidential and
                              Proprietary VDPFinder
                                           Inc., 2012

Big Data: Psychographic Profile of IT
professionals & Data Scientists:
-- Software Engineers, Architects, Developers
10

                                    Confidential and
                              Proprietary VDPFinder
                                           Inc., 2012

Big Data: Psychographic Profile of IT
professionals & Data Scientists:
-- Software Engineers, Architects, Developers
                                 •     Titles                    •   Descriptors
                                        ▫    SW Developer            ▫   Geek/Nerd
                                        ▫    Engineer                ▫   Hacker
                                        ▫    Architect               ▫   Father/Dad
                                        ▫    Sysadmin                ▫   Husband
                                        ▫    Consultant              ▫   Entrepreneur
                                 •     Major Qualifications          ▫   Founder
                                        ▫    Cloud               •   Likes
                                        ▫    Python                  ▫   Sports
                                        ▫    Hadoop                  ▫   Music
                                        ▫    Linux                   ▫   Photography
                                        ▫    Software                ▫   Gamer
                                        ▫    Web
                                        ▫    Ruby
                                        ▫    php
                                        ▫    Sql
                                        ▫    security
                                        ▫    Java
                                        ▫    Android/apple/iOS
                                        ▫    Network

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TrendConnectTM Big Data Summary

  • 1. 1 TrendConnectTM Big Data Summary Confidential and Proprietary VDPFinder Inc., 2012 September 17, 2012
  • 2. 2 Confidential and Proprietary VDPFinder Inc., 2012 Big Data TrendConnect Vertical IT Big Data Demographic Summary Professional Data 10% Scientist/ Targeted Analyst Community 2% Number of Members 188,312 Number Tweets 632,674 Media/ Number Keywords Entered 130 Press Number Keywords Extracted 1,436 12% Unclassified Number “IT Professionals” 19,112 36% Industry “IT Professional” Incidence Rate Medium; 10% Analyst 1% Start Date 1-June-2012 End Date 17-September-2012 Potential IT “Reach” – Total Number Followers 107,325,975 10% Average “Follower/Following” Ratio 16.9 Missing Average “IT Pro” “Follower/Following” Ratio 7.0 Info 15% Marketing 7% Recruiters/ Swear- Student Jobs Spam 2% 3% 2%
  • 3. 3 Confidential and Proprietary VDPFinder Inc., 2012 Big Data IT Professionals by Title Developer/Programmer Engineer Technologist/IT Pro. Architect Systems Administrator CIO/VP DBA IT Director/Manager Business Analyst 0 2000 4000 6000 8000 10000
  • 4. 4 Confidential and Proprietary VDPFinder Inc., 2012 Big Data Tweets Top 30 Topics by Number of Tweets Big Data Community Tweets by Topic big data #bigdata 136343 244320 • Tweets around verticals typically analytics data analytics 94543 62472 produce a “long tail” effect hadoop mongodb 61415 34928 ▫ The top 10 topics account for almost two- #io12 30692 thirds of all topics data science 28558 machine learning 26868 ▫ Over time, new interest areas will emerge big data analytics 24188 and the order of topics will change to help cloud data 20813 social data 17439 identify new industry trends or changes in #hadoop 15414 the market hadoop data 13840 mobile data data insights 12393 10847 • Not surprisingly, references to big predictive analytics 10641 data scientist 10239 data and (especially) analytics nosql 9824 real-time 7700 dominate the social media artificial intelligence 6831 cloudera 6723 conversation. business analytics social media data 6619 6506 • Opensource and Nosql products are #hana 6322 data discovery 6269 overwhelmingly mentioned in data analysis 6182 #nosql 6020 conversation compared to data mining 5745 hortonworks 5727 commercial products real-time analytics 5589
  • 5. 5 Confidential and Big Data Conversations Proprietary VDPFinder Inc., 2012 Top 20 Topics by Type of Member 100% #nosql • Conversation of 90% cloudera interest differ real-time significantly by data scientist 80% type of member mobile data 70% predictive analytics • IT Professionals data insights nosql tend to have very 60% hadoop data different machine learning conversations 50% social data #hadoop relative to the rest 40% data science of the industry, at cloud data #io12 the moment focused 30% big data analytics on open-source mongodb 20% solutions. hadoop data analytics 10% analytics #bigdata 0% big data IT Professional Data Media/Press Industry Analyst Scientist/Analyst
  • 6. 6 Confidential and Big Data Conversations Proprietary VDPFinder Inc., 2012 Top 20 Topics by Type of Member Normalized for “Big Data” 100% #nosql • Conversation of 90% cloudera interest differ real-time significantly by 80% data scientist type of member mobile data 70% predictive analytics • IT Professionals data insights tend to have very 60% nosql different hadoop data conversations 50% machine learning social data relative to the rest 40% #hadoop of the industry, at data science the moment focused 30% cloud data #io12 on open-source 20% big data analytics solutions. mongodb 10% hadoop data analytics 0% analytics IT Professional Data Media/Press Industry Analyst Scientist/Analyst
  • 7. 7 Confidential and Proprietary VDPFinder Big Data Conversations: ITPros and Data Scientists Inc., 2012 Top 20 Topics by Month 100% hadoop analytics • Conversations among mapreduce IT pros and Data 90% social data Scientists are among apache the most relevant to the data scientist 80% overall Big Data predictive analytics hortonworks industry 70% 10gen • Industry conference cloudera 60% #nosql Google IO12 had a big data science impact on end-users 50% hadoop data conversations in June cloud data • Conversations around nosql 40% machine learning Hadoop are beginning big data analytics to temper in 30% #hadoop July/August as #io12 analytics discussions 20% data analytics become more topical analytics mongodb 10% hadoop #bigdata 0% big data JUNE JULY AUGUST SEPTEMBER
  • 8. 8 Confidential and Proprietary VDPFinder Big Data Conversations: ITPros and Data Scientists Inc., 2012 Top 20 Topics by Month Normalized for “Big Data” 100% hadoop analytics • Conversations among mapreduce IT pros and Data 90% social data Scientists are among apache the most relevant to the 80% data scientist overall Big Data predictive analytics industry 70% hortonworks 10gen • Industry conference 60% cloudera Google IO12 had a big #nosql impact on end-users 50% data science conversations in June hadoop data • Conversations around cloud data 40% Hadoop are beginning nosql to temper in machine learning 30% big data analytics July/August as #hadoop analytics discussions 20% #io12 become more topical data analytics 10% analytics mongodb 0% hadoop JUNE JULY AUGUST SEPTEMBER
  • 9. 9 Confidential and Proprietary VDPFinder Inc., 2012 Big Data: Psychographic Profile of IT professionals & Data Scientists: -- Software Engineers, Architects, Developers
  • 10. 10 Confidential and Proprietary VDPFinder Inc., 2012 Big Data: Psychographic Profile of IT professionals & Data Scientists: -- Software Engineers, Architects, Developers • Titles • Descriptors ▫ SW Developer ▫ Geek/Nerd ▫ Engineer ▫ Hacker ▫ Architect ▫ Father/Dad ▫ Sysadmin ▫ Husband ▫ Consultant ▫ Entrepreneur • Major Qualifications ▫ Founder ▫ Cloud • Likes ▫ Python ▫ Sports ▫ Hadoop ▫ Music ▫ Linux ▫ Photography ▫ Software ▫ Gamer ▫ Web ▫ Ruby ▫ php ▫ Sql ▫ security ▫ Java ▫ Android/apple/iOS ▫ Network