Twittercensus_DK_2014_præsentation

1. #TCDK Wiﬁ: Bysted Pass: qwerty123 TWITTERCENSUS LAUNCH DAY 2014 @bysted

2. @hampusbrynolf Twittercensus: an open data Scandinavian analysis of TwitterTwitter

3. We almost gave up! ! ! Twitter changed its API from 20,000 => 20 queries per hour

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

12. Proﬁle data Twitter name Real name Description / bio Location (30%) Followers Following Creation date Proﬁle image

13. Tweet data Up to 100 tweets per user (conﬁdential) Time of creation Replies to user Source / platform Tweet text

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. 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. TAL!

17. Registrede brugere ! 222.505 * = Mindst ét tweet 406.250 641.746 153.746

18. Aktive brugere* ! 39.963 * = ét tweet seneste 30 dage (fra dataindsamlingstidspunktet) 118.809 243.312 52.316

19. Meget aktive brugere* ! 6.245 * = aktiv + mindst 1 tweet pr. dag registreret som bruger 32.812 84.805 9.735

20. 2013 92.594 Brugere  28.251 Aktive 6.500 Meget aktive 2014 140%  41% -4%

21. 79 % 3 % 18 %

22. 79 % 3 % 18 % Very active

23. 79 % 3 % 18 % Very active Active

24. 79 % 3 % 18 % Very active Active Inactive

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. 0 75000 150000 225000 300000 2006 2007 2008 2009 2010 2011 2012 2013 Feb. 2014 Growth in DK

27. Number of tweets since proﬁle created %ofregisteredTweeps222.505

28. Number of tweets since proﬁle created %ofregisteredTweeps222.505

29. Number of tweets since proﬁle created %ofregisteredTweeps222.505 Not very active. 64% of all registered have posted 1-9 tweets

30. Number of followers %ofregisteredTweeps222.505 Hvor mange følgere har vi?

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. 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. RELATIONER!

34. Force Atlas 2 http://en.wikipedia.org/wiki/Force-based_algorithms_(graph_drawing)

35. Force Atlas 2 http://en.wikipedia.org/wiki/Force-based_algorithms_(graph_drawing)

36. Groups made with “Modularity” in Gephi ! http://gephi.org/ http://arxiv.org/pdf/0803.0476v2.pdf

37. Metholodical problem MetodekritikMetodekritik A B C D E F G

38. #TCDK

39. #TCDK

40. 2014 #

41. 2014 Communication/ SoMe/Tech/Start up Music/Teens/ Comedy Sport/Celebs Politics/Media Journalism/ Education #

42. Susanna @Rankenberg

43. 2013

44. 20132014

45. 2013 2014

46. 2013 2014

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. Det nordiske “fællesskab”

49. Sverige

50. Active Very active DK 18 % 3 % SWE 38 % 13 % NO 29 % 8 % FI 34 % 6 %

51. # of tweets DK 59.975.038 SWE 362.758.124 NO 155.139.852 FI 37.772.078

52. twittercensus.dk/graph2014/description/??? Descriptions

53. Proﬁles with “hates” in the bio Proﬁles with “love” in the bio

54. “Tech” in bio

55. “Journalist” in bio

56. “Single” in bio

57. twittercensus.dk/graph2014/location/??? Where do we live?

58. Location Rønne

59. Location Odense

60. Location København

61. Active, popular and ﬁrst movers

62. Status count Most tweets Least tweets

65. Pagerank Most important Least important

66. Pagerank Most important Least important Lasserimmer Geocommedy LiamOConner SimonKvamm SaraFrost Andersmathesen JonatanSpang Fedeabe Thomasgaardsvig SimonJul

68. Pagerank Most important Least important Vestager DRBreaking DRNyheder berlingske Politiken Liberalalliance Sørenpind Oliverzahle

70. Nikolaj Sonne Ane Cortzen Anders Breinholt TV2breaking Kbh Politi DRP3

71. FollowersTweep

72. 2013 FollowersTweep

73. 2013 FollowersTweep Ravi er begyndt konsekvent at tweete på engelsk og er derfor ikke med. Har nu 68.2K følgere

74. 2013 FollowersTweep

75. Oprettet Oldest Newest

76. #jobdk

77. Kendis-effekten

78. @YouSeeDK

79. @YouSeeDK

80. @YouSeeDK

81. @YouSeeDK

82. @YouSeeDK

83. @AndersBreinholt

84. @AndersBreinholt

85. Iværksætter- netværket

86. Top entrepreneur in Danish media Inﬂuential on Amiro TV Tweets about entrepreneurship - and his own companies!

87. Accountant reaching  out to community with   good advice

88. Martin Thorborg

89. #dkpol

90. #dkpol

91. #escdk

92. #seoghoer

93. Tak for i dag! ! Følg med på 3. og få en … mikkelnoewesth rasmushaukrogh rankenberg

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