Twittercensus_DK_2014_præsentation

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Præsentationen fra Twittercensus Launch Day 2014 d. 8. maj 2014 hos Bysted A/S. Har du spørgsmål eller kommentarer så skal du være velkommen til at kontakte @rasmushaukrogh eller @mikkelnoewesth -> på twitter ;-)

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Twittercensus_DK_2014_præsentation

  1. 1. #TCDK Wifi: Bysted Pass: qwerty123 TWITTERCENSUS LAUNCH DAY 2014 @bysted
  2. 2. @hampusbrynolf Twittercensus: an open data Scandinavian analysis of TwitterTwitter
  3. 3. We almost gave up! ! ! Twitter changed its API from 20,000 => 20 queries per hour
  4. 4. Get a new profile from the queue 1 Get 100 Tweets 2 Check language 3 Save Tweets & profile info 4 Get followers & friends 5 Save profiles in queue 6 Block
  5. 5. Get a new profile from the queue 1 Get 100 Tweets 2 Check language 3 Save Tweets & profile info 4 Get followers & friends 5 Save profiles in queue 6 Block
  6. 6. Get a new profile from the queue 1 Get 100 Tweets 2 Check language 3 Save Tweets & profile info 4 Get followers & friends 5 Save profiles in queue 6 Block
  7. 7. Get a new profile from the queue 1 Get 100 Tweets 2 Check language 3 Save Tweets & profile info 4 Get followers & friends 5 Save profiles in queue 6 Block
  8. 8. Get a new profile from the queue 1 Get 100 Tweets 2 Check language 3 Save Tweets & profile info 4 Get followers & friends 5 Save profiles in queue 6 Block
  9. 9. Get a new profile from the queue 1 Get 100 Tweets 2 Check language 3 Save Tweets & profile info 4 Get followers & friends 5 Save profiles in queue 6 Block
  10. 10. Get a new profile from the queue 1 Get 100 Tweets 2 Check language 3 Save Tweets & profile info 4 Get followers & friends 5 Save profiles in queue 6 Block
  11. 11. Get a new profile from the queue 1 Get 100 Tweets 2 Check language 3 Save Tweets & profile info 4 Get followers & friends 5 Save profiles in queue 6 Block
  12. 12. Profile data Twitter name Real name Description / bio Location (30%) Followers Following Creation date Profile image
  13. 13. Tweet data Up to 100 tweets per user (confidential) Time of creation Replies to user Source / platform Tweet text
  14. 14. Writing primarily in Danish At least one Tweet Followed by, or follows, at least one account identified as Danish   Excluded: No tweets Protected account No friends and followers Only Danish users!
  15. 15. N-gram-based text-categorization ! - Seeking three letter combinations in words - Checking on the last 75 Tweets - A method widely accepted - Have a weakness for very few tweets - We experienced trouble distinguishing DK and NO Method for language analysis
  16. 16. TAL!
  17. 17. Registrede brugere ! 222.505 * = Mindst ét tweet 406.250 641.746 153.746
  18. 18. Aktive brugere* ! 39.963 * = ét tweet seneste 30 dage (fra dataindsamlingstidspunktet) 118.809 243.312 52.316
  19. 19. Meget aktive brugere* ! 6.245 * = aktiv + mindst 1 tweet pr. dag registreret som bruger 32.812 84.805 9.735
  20. 20. 2013 92.594 Brugere
 28.251 Aktive 6.500 Meget aktive 2014 140%
 41% -4%
  21. 21. 79 % 3 % 18 %
  22. 22. 79 % 3 % 18 % Very active
  23. 23. 79 % 3 % 18 % Very active Active
  24. 24. 79 % 3 % 18 % Very active Active Inactive
  25. 25. Average DK followers and friends 64 89 *Twitter followers in general 208 http://expandedramblings.com/index.php/march-2013-by-the-numbers-a-few-amazing-twitter-stats/#.U1jDJuaSyqU
  26. 26. 0 75000 150000 225000 300000 2006 2007 2008 2009 2010 2011 2012 2013 Feb. 2014 Growth in DK
  27. 27. Number of tweets since profile created %ofregisteredTweeps222.505
  28. 28. Number of tweets since profile created %ofregisteredTweeps222.505
  29. 29. Number of tweets since profile created %ofregisteredTweeps222.505 Not very active. 64% of all registered have posted 1-9 tweets
  30. 30. Number of followers %ofregisteredTweeps222.505 Hvor mange følgere har vi?
  31. 31. 0 8,571 17,143 25,714 34,286 42,857 51,429 60 0 1-9 10-99 100-999 1000-9999 10.000-99.999100.000-999.999 Number of followers %ofregisteredTweeps222.505 Hvor mange følgere har vi?
  32. 32. 0 8,571 17,143 25,714 34,286 42,857 51,429 60 0 1-9 10-99 100-999 1000-9999 10.000-99.999100.000-999.999 Number of followers %ofregisteredTweeps222.505 Majority has few followers. Some of the explanation is that DK Twitter has doubled in two years Hvor mange følgere har vi?
  33. 33. RELATIONER!
  34. 34. Force Atlas 2 http://en.wikipedia.org/wiki/Force-based_algorithms_(graph_drawing)
  35. 35. Force Atlas 2 http://en.wikipedia.org/wiki/Force-based_algorithms_(graph_drawing)
  36. 36. Groups made with “Modularity” in Gephi ! http://gephi.org/ http://arxiv.org/pdf/0803.0476v2.pdf
  37. 37. Metholodical problem MetodekritikMetodekritik A B C D E F G
  38. 38. #TCDK
  39. 39. #TCDK
  40. 40. 2014 #
  41. 41. 2014 Communication/ SoMe/Tech/Start up Music/Teens/ Comedy Sport/Celebs Politics/Media Journalism/ Education #
  42. 42. Susanna @Rankenberg
  43. 43. 2013
  44. 44. 20132014
  45. 45. 2013 2014
  46. 46. 2013 2014
  47. 47. 2013 2014 Communication/ SoMe/Tech/Start up Music/Teens/ Comedy Sport/Celebs Politics/Media Journalism/ Education Politics/ media/journalists TeensSport Startup Education Famous
  48. 48. Det nordiske “fællesskab”
  49. 49. Sverige
  50. 50. Active Very active DK 18 % 3 % SWE 38 % 13 % NO 29 % 8 % FI 34 % 6 %
  51. 51. # of tweets DK 59.975.038 SWE 362.758.124 NO 155.139.852 FI 37.772.078
  52. 52. twittercensus.dk/graph2014/description/??? Descriptions
  53. 53. Profiles with “hates” in the bio Profiles with “love” in the bio
  54. 54. “Tech” in bio
  55. 55. “Journalist” in bio
  56. 56. “Single” in bio
  57. 57. twittercensus.dk/graph2014/location/??? Where do we live?
  58. 58. Location Rønne
  59. 59. Location Odense
  60. 60. Location København
  61. 61. Active, popular and first movers
  62. 62. Status count Most tweets Least tweets
  63. 63. Status count Most tweets Least tweets
  64. 64. Status count Most tweets Least tweets
  65. 65. Pagerank Most important Least important
  66. 66. Pagerank Most important Least important Lasserimmer Geocommedy LiamOConner SimonKvamm SaraFrost Andersmathesen JonatanSpang Fedeabe Thomasgaardsvig SimonJul
  67. 67. Pagerank Most important Least important
  68. 68. Pagerank Most important Least important Vestager DRBreaking DRNyheder berlingske Politiken Liberalalliance Sørenpind Oliverzahle
  69. 69. Pagerank Most important Least important
  70. 70. Nikolaj Sonne Ane Cortzen Anders Breinholt TV2breaking Kbh Politi DRP3
  71. 71. FollowersTweep
  72. 72. 2013 FollowersTweep
  73. 73. 2013 FollowersTweep Ravi er begyndt konsekvent at tweete på engelsk og er derfor ikke med. Har nu 68.2K følgere
  74. 74. 2013 FollowersTweep
  75. 75. Oprettet Oldest Newest
  76. 76. #jobdk
  77. 77. Kendis-effekten
  78. 78. @YouSeeDK
  79. 79. @YouSeeDK
  80. 80. @YouSeeDK
  81. 81. @YouSeeDK
  82. 82. @YouSeeDK
  83. 83. @AndersBreinholt
  84. 84. @AndersBreinholt
  85. 85. Iværksætter- netværket
  86. 86. Top entrepreneur in Danish media Influential on Amiro TV Tweets about entrepreneurship - and his own companies!
  87. 87. Accountant reaching
 out to community with 
 good advice
  88. 88. Martin Thorborg
  89. 89. #dkpol
  90. 90. #dkpol
  91. 91. #escdk
  92. 92. #seoghoer
  93. 93. Tak for i dag! ! Følg med på 3. og få en … mikkelnoewesth rasmushaukrogh rankenberg
  94. 94. Åben ikke link fra mig, er muligvis blevet hacket ! @Trinejr @TrineBHarrild Hej Trine og Trine - så fik jeg trykket på den knap.......lets see what happens Next :-) ! Julefrokost - KU-Netværket kalder igen.....! ;-) Var du KU'er i 75/85 +/-? ! Så kom jeg på Twitter ! @Scheelsbeck Du har min stemme men nyt lederskab søges! ! Er pisse træt af kulde. :) ! Har det herre varmt! ! Ja så kom jeg også på twitter. Så må vi se hvor meget jeg får det brugt.(28 juli 2013) ! på vej til kastrup - jeg tager sgu hjem. Til Grønland ! Det er statsministeren der bestemmer. Det siger hun selv ! @Leoparddrengen takker - fumler mig lidt frem.... #TCDK Tweets from profiles with only one Tweet

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