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 ;-)

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

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. 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. 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. 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. 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. 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. 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

13. 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

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

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

16. 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!

17. 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

18. TAL!

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

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

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

22. 2013
92.594 Brugere
28.251 Aktive
6.500 Meget aktive
2014
140%
41%
-4%

23. 79 %
3 %
18 %

24. 79 %
3 %
18 %
Very active

25. 79 %
3 %
18 %
Very active
Active

26. 79 %
3 %
18 %
Very active
Active
Inactive

27. 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

28. 0
75000
150000
225000
300000
2006 2007 2008 2009 2010 2011 2012 2013 Feb. 2014
Growth in DK

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

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

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

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

33. 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?

34. 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?

35. RELATIONER!

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

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

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

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

42. #TCDK

43. #TCDK

44. 2014
#

45. 2014
Communication/
SoMe/Tech/Start up
Music/Teens/
Comedy
Sport/Celebs
Politics/Media
Journalism/
Education
#

47. Susanna @Rankenberg

50. 2013

51. 20132014

52. 2013 2014

53. 2013 2014

54. 2013 2014
Communication/
SoMe/Tech/Start up
Music/Teens/
Comedy
Sport/Celebs
Politics/Media
Journalism/
Education
Politics/
media/journalists
TeensSport
Startup
Education
Famous

55. Det nordiske
“fællesskab”

58. Sverige

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

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

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

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

63. “Tech” in bio

64. “Journalist” in bio

65. “Single” in bio

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

67. Location Rønne

68. Location Odense

69. Location København

70. Active, popular and first movers

71. Status count
Most tweets
Least tweets

72. Status count
Most tweets
Least tweets

73. Status count
Most tweets
Least tweets

74. Pagerank
Most important
Least important

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

76. Pagerank
Most important
Least important

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

78. Pagerank
Most important
Least important

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

80. FollowersTweep

81. 2013 FollowersTweep

82. 2013 FollowersTweep
Ravi er begyndt
konsekvent at tweete på
engelsk og er derfor ikke
med. Har nu 68.2K
følgere

83. 2013 FollowersTweep

84. Oprettet
Oldest
Newest

85. #jobdk

86. Kendis-effekten

87. @YouSeeDK

88. @YouSeeDK

89. @YouSeeDK

90. @YouSeeDK

91. @YouSeeDK

92. @AndersBreinholt

93. @AndersBreinholt

94. Iværksætter-
netværket

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

96. Accountant reaching
out to community with
good advice

97. Martin Thorborg

101. #dkpol

102. #dkpol

103. #escdk

104. #seoghoer

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

111. 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