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Twittercensus_DK_2014_præsentation
The document discusses the launch of Twitter Census, a Scandinavian analysis project, detailing its challenges due to Twitter's API restrictions and its methodology for collecting and categorizing user data. It provides statistics on user activity, growth in Danish Twitter accounts, and analyses engagement through graphical representations. Additionally, it highlights common characteristics among Danish Twitter users, including their language use and follower counts.
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Twittercensus_DK_2014_præsentation
- 1. #TCDK Wifi: Bysted Pass: qwerty123 TWITTERCENSUS LAUNCHDAY 2014 @bysted
- 2. @hampusbrynolf Twittercensus: an open data Scandinavian analysisof TwitterTwitter
- 3. We almost gaveup! ! ! Twitter changed its API from 20,000 => 20 queries per hour
- 6. Get a newprofile 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 newprofile 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 newprofile 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 newprofile 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 newprofile 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 newprofile 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 newprofile 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 newprofile 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 Realname Description / bio Location (30%) Followers Following Creation date Profile image
- 15. Tweet data Up to100 tweets per user (confidential) Time of creation Replies to user Source / platform Tweet text
- 16. Writing primarily inDanish 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 ! - Seekingthree 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
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- 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 6.500Meget aktive 2014 140% 41% -4%
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- 27. Average DK followersand 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 20082009 2010 2011 2012 2013 Feb. 2014 Growth in DK
- 29. Number of tweetssince profile created %ofregisteredTweeps222.505
- 30. Number of tweetssince profile created %ofregisteredTweeps222.505
- 31. Number of tweetssince profile created %ofregisteredTweeps222.505 Not very active. 64% of all registered have posted 1-9 tweets
- 32. Number of followers %ofregisteredTweeps222.505 Hvormange følgere har vi?
- 33. 0 8,571 17,143 25,714 34,286 42,857 51,429 60 0 1-9 10-99100-999 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 10-99100-999 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?
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- 38. Groups made with “Modularity”in Gephi ! http://gephi.org/ http://arxiv.org/pdf/0803.0476v2.pdf
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- 59. Active Very active DK18 % 3 % SWE 38 % 13 % NO 29 % 8 % FI 34 % 6 %
- 60. # of tweets DK59.975.038 SWE 362.758.124 NO 155.139.852 FI 37.772.078
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- 62. Profiles with “hates”in the bio Profiles with “love” in the bio
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- 70. Active, popular andfirst movers
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- 79. Nikolaj Sonne Ane Cortzen AndersBreinholt TV2breaking Kbh Politi DRP3
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- 82. 2013 FollowersTweep Ravi erbegyndt konsekvent at tweete på engelsk og er derfor ikke med. Har nu 68.2K følgere
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- 95. Top entrepreneur in Danishmedia Influential on Amiro TV Tweets about entrepreneurship - and his own companies!
- 96. Accountant reaching out tocommunity with good advice
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- 110. Tak for idag! ! Følg med på 3. og få en … mikkelnoewesth rasmushaukrogh rankenberg
- 111. Åben ikke linkfra 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