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Twitter Analytics A user’s guide to interpreting, reinterpreting and misinterpreting the social media service. Dr Stephen Dann School of Management  Marketing & International Business,  Australian National University @stephendann or stephen.dann@anu.edu.au Siêu thị điện máy Việt Long  www.vietlongplaza.com.vn
If you’re on Twitter Questions can be sent to @stephendann Siêu thị điện máy Việt Long  www.vietlongplaza.com.vn
Twitter.  ,[object Object],[object Object],Twitter in Plain English Siêu thị điện máy Việt Long  www.vietlongplaza.com.vn
For those who came in late ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],www.digiworldhanoi.vn
Twitter!  (What is it good for?) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Uses and usage ,[object Object],[object Object],[object Object],[object Object]
How to dissect a living medium? www.digiworldhanoi.vn
Raw Counts Tweetstats – www.tweetstats.com
Text Analysis Tweetstats – www.tweetstats.com Wordle – wordle.com
Leximancer Leximancer – www.leximancer.com
Coded Content Analysis Made up for this set of slides.
Same Data set… So many different ways to present the results
Coded Content Analysis
Social awareness streams ,[object Object],[object Object],[object Object],[object Object],[object Object],infolab.stanford.edu/~mor/research/naamanCSCW10.pdf
Prior Analysis
Analysis 1: Take the people out ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Analysis 2: Content Category ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Analysis 3: Insider Coding ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Analysis 4: Pear’s Babble ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Analysis 5: Where’s the party @? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Analysis 6: Rigor and Bass ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
The consistent theme ,[object Object],[object Object],[object Object],[object Object],[object Object]
What Twitter looks like… ,[object Object],Twitter – www.twitter.com
Recoding the Platform Let’s do it my way
Theory and Ideology ,[object Object],[object Object],[object Object],[object Object],Böhme, G (2006) Technical Gadgetry: Technological Development in the Aesthetic Economy, Thesis Eleven, 86 (1): 54-66
Method ,[object Object],[object Object],[object Object]
Sample ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Sample ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Categories and Results
Major Categories ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Results- @stephendann phatic
Minor Categories ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Results - @stephendann
Conversational  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Conversational Category N % Exemplar  Action 77 3% *waves at @USERNAME* Pass-along 66 2% @USERNAME Items under $1000 are exempt.  http://is.gd/AV7K Query 480 17% Invading Germany from France. Who's with me? Response 850 30% @USERNAME Beware the polar bears. Category N % Word Count Words/ Sentence >6 letters Dictionary Words Linguistic Inquiry Results Action 77 3% 958 14.74 23.80 67.75 Conjunctions, Inhibition, Inclusive Biological processes Pass-along 66 2% 1020 18.89 21.86 54.31 OtherP, Period Query 480 17% 7032 10.13 21.22 75.33 Impersonal pronouns, Auxiliary verbs, Tentative, Discrepancy, QMark Response 850 30% 13637 17.05 21.97 73.84 3rd pers plural
Conversational
Status (1 of 2) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Status (2 of 2) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Status activity 35 1% Playing with the internet in the name of science broadcast 140 5% Diplomacy is the art of saying "Nice doggy" until you find a big enough rock. Captaincy is the timely provision of large enough rocks. location 69 2% Standing in a lecture theatre talking about Marketing Management. mechanical 106 4% Well... I'm in trouble.  Used 3829.060MB (62.322%) of your 6GB. You have 22 days remaining personal 221 8% I liked Modest Mouse after they became famous. physical 37 1% It's freezing out there this morning temporal 170 6% Waiting for my 2pm performance review to start. work 196 7% Firing off e-mail after e-mail to clear my to do list (knowing that's a great way to regenerate to do list items doesn't stop me or help me) Category N % Word Count Words/ Sentence >6 letters Dictionary Words Linguistic Inquiry Results activity 35 1% 533 14.41 23.26 76.17 see, Ingestion,Achievement  broadcast 140 5% 2119 11.21 22.84 71.21 Friends, Quote location 69 2% 1115 12.67 22.96 78.12 Articles, space mechanical 106 4% 1985 13.88 22.02 70.43 Sadness  personal 221 8% 4121 19.35 19.05 80.71 Total function words, Common verbs, Past / Present tense, Adverbs, Cognitive processes,  physical 37 1% 658 16.87 23.10 81.91 Perceptual processes, feel, body, health temporal 170 6% 3160 14.11 19.84 79.05 Prepositions  work 196 7% 3881 16.59 23.96 80.19 Work
Status
Pass along ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Pass Along Category N % Exemplar  Pass along endorsement 108 4% I'm looking myself up on Publish or Perish (http://rurl.org/iw4) to find a reference to a paper that cited me because I want to cite them RT 48 2% L4D Survivors in Rockband2 singing L7 Pretend We're Dead. http://is.gd/BsVE (HT to @LesbianGamers ). It's seriously amazing. Ugc 122 4% http://twitpic.com/2o1c1 - Bus Slogan Generator Time -  http://is.gd/hU2Q Category N % Word Count Words/ Sentence >6 letters Dictionary Words Linguistic Inquiry Results endorsement 108 4% 1777 30.12 21.05 55.71 Parenth, Dash RT 48 2% 893 16.85 24.75 54.31 SemiC Ugc 122 4% 1679 39.98 20.61 52.89 Numbers, leisure
Pass Along
News ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
News Category N % Exemplar  News Event 13 0% Between NASA's satellite and autoanalysis of imagery, and Google Map data, scientific proof where there's smoke, there's fires #bcc2 Sport - - - Headlines - - - Category N % Word Count Words/ Sentence >6 letters Dictionary Words Linguistic Inquiry Results News Event 13 0% 192 10.67 22.92 65.62 Negative emotion, Anger Certainty Perceptual processes
Phatic ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Phatic Category N % Exemplar  Phatic Action 30 1% *wanders through his twitter follower list, blocking all of the automated/spam follower accounts* Fourth wall 49 2% Note to self: Just because you're carrying tiny vials of hypercaffeine is no reason to start calculating remote delivery systems for them. Greeting 17 1% Good morning Twitterverse. How's the world outside? Unclassifiable 7 0% AAAAAAAAAAAAAAARGH Category N % Word Count Words/ Sentence >6 letters Dictionary Words Linguistic Inquiry Results Action 30 1% 456 22.80 26.75 75.22 Anxiety, hear, motion Fourthwall 49 2% 836 12.29 20.69 76.44 Negations, Quantifiers, Social processes, Humans, Affective processes, Causation, Exclusive  Greeting 17 1% 208 7.70 29.33 78.37 Future tense, Positive emotion Relativity, time Unclassifiable 7 0% 6 3.00 33.33 33.33 NIL
Phatic
Findings ,[object Object],[object Object],[object Object],[object Object],[object Object]
Implications ,[object Object],[object Object],[object Object],[object Object]
Future research The Public Timeline versus  the Classification Scheme
Questions [email_address]   Or @stephendann www.digiworldhanoi.vn
References ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
References ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],www.digiworldhanoi.vn

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Twitter analytics

  • 1. Twitter Analytics A user’s guide to interpreting, reinterpreting and misinterpreting the social media service. Dr Stephen Dann School of Management Marketing & International Business, Australian National University @stephendann or stephen.dann@anu.edu.au Siêu thị điện máy Việt Long www.vietlongplaza.com.vn
  • 2. If you’re on Twitter Questions can be sent to @stephendann Siêu thị điện máy Việt Long www.vietlongplaza.com.vn
  • 3.
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  • 7. How to dissect a living medium? www.digiworldhanoi.vn
  • 8. Raw Counts Tweetstats – www.tweetstats.com
  • 9. Text Analysis Tweetstats – www.tweetstats.com Wordle – wordle.com
  • 10. Leximancer Leximancer – www.leximancer.com
  • 11. Coded Content Analysis Made up for this set of slides.
  • 12. Same Data set… So many different ways to present the results
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  • 24. Recoding the Platform Let’s do it my way
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  • 35. Conversational Category N % Exemplar Action 77 3% *waves at @USERNAME* Pass-along 66 2% @USERNAME Items under $1000 are exempt. http://is.gd/AV7K Query 480 17% Invading Germany from France. Who's with me? Response 850 30% @USERNAME Beware the polar bears. Category N % Word Count Words/ Sentence >6 letters Dictionary Words Linguistic Inquiry Results Action 77 3% 958 14.74 23.80 67.75 Conjunctions, Inhibition, Inclusive Biological processes Pass-along 66 2% 1020 18.89 21.86 54.31 OtherP, Period Query 480 17% 7032 10.13 21.22 75.33 Impersonal pronouns, Auxiliary verbs, Tentative, Discrepancy, QMark Response 850 30% 13637 17.05 21.97 73.84 3rd pers plural
  • 37.
  • 38.
  • 39. Status activity 35 1% Playing with the internet in the name of science broadcast 140 5% Diplomacy is the art of saying "Nice doggy" until you find a big enough rock. Captaincy is the timely provision of large enough rocks. location 69 2% Standing in a lecture theatre talking about Marketing Management. mechanical 106 4% Well... I'm in trouble. Used 3829.060MB (62.322%) of your 6GB. You have 22 days remaining personal 221 8% I liked Modest Mouse after they became famous. physical 37 1% It's freezing out there this morning temporal 170 6% Waiting for my 2pm performance review to start. work 196 7% Firing off e-mail after e-mail to clear my to do list (knowing that's a great way to regenerate to do list items doesn't stop me or help me) Category N % Word Count Words/ Sentence >6 letters Dictionary Words Linguistic Inquiry Results activity 35 1% 533 14.41 23.26 76.17 see, Ingestion,Achievement broadcast 140 5% 2119 11.21 22.84 71.21 Friends, Quote location 69 2% 1115 12.67 22.96 78.12 Articles, space mechanical 106 4% 1985 13.88 22.02 70.43 Sadness personal 221 8% 4121 19.35 19.05 80.71 Total function words, Common verbs, Past / Present tense, Adverbs, Cognitive processes, physical 37 1% 658 16.87 23.10 81.91 Perceptual processes, feel, body, health temporal 170 6% 3160 14.11 19.84 79.05 Prepositions work 196 7% 3881 16.59 23.96 80.19 Work
  • 41.
  • 42. Pass Along Category N % Exemplar Pass along endorsement 108 4% I'm looking myself up on Publish or Perish (http://rurl.org/iw4) to find a reference to a paper that cited me because I want to cite them RT 48 2% L4D Survivors in Rockband2 singing L7 Pretend We're Dead. http://is.gd/BsVE (HT to @LesbianGamers ). It's seriously amazing. Ugc 122 4% http://twitpic.com/2o1c1 - Bus Slogan Generator Time - http://is.gd/hU2Q Category N % Word Count Words/ Sentence >6 letters Dictionary Words Linguistic Inquiry Results endorsement 108 4% 1777 30.12 21.05 55.71 Parenth, Dash RT 48 2% 893 16.85 24.75 54.31 SemiC Ugc 122 4% 1679 39.98 20.61 52.89 Numbers, leisure
  • 44.
  • 45. News Category N % Exemplar News Event 13 0% Between NASA's satellite and autoanalysis of imagery, and Google Map data, scientific proof where there's smoke, there's fires #bcc2 Sport - - - Headlines - - - Category N % Word Count Words/ Sentence >6 letters Dictionary Words Linguistic Inquiry Results News Event 13 0% 192 10.67 22.92 65.62 Negative emotion, Anger Certainty Perceptual processes
  • 46.
  • 47. Phatic Category N % Exemplar Phatic Action 30 1% *wanders through his twitter follower list, blocking all of the automated/spam follower accounts* Fourth wall 49 2% Note to self: Just because you're carrying tiny vials of hypercaffeine is no reason to start calculating remote delivery systems for them. Greeting 17 1% Good morning Twitterverse. How's the world outside? Unclassifiable 7 0% AAAAAAAAAAAAAAARGH Category N % Word Count Words/ Sentence >6 letters Dictionary Words Linguistic Inquiry Results Action 30 1% 456 22.80 26.75 75.22 Anxiety, hear, motion Fourthwall 49 2% 836 12.29 20.69 76.44 Negations, Quantifiers, Social processes, Humans, Affective processes, Causation, Exclusive Greeting 17 1% 208 7.70 29.33 78.37 Future tense, Positive emotion Relativity, time Unclassifiable 7 0% 6 3.00 33.33 33.33 NIL
  • 49.
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  • 51. Future research The Public Timeline versus the Classification Scheme
  • 52. Questions [email_address] Or @stephendann www.digiworldhanoi.vn
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