twittercensus_dk_2014_præsentation

#TCDK Wifi: Bysted Pass: qwerty123

TWITTERCENSUS LAUNCH DAY 2014

@bysted

@hampusbrynolf

Twittercensus: an open data Scandinavian

analysis of TwitterTwitter

We almost gave up! !

!

Twitter changed its API from 20,000 => 20 queries per hour

Get a new profile from the queue1

Get 100 Tweets

2

Check language

3Save Tweets &

profile info

4Get followers &

friends

5

Save profiles in queue6

Block

Profile data

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

Tweet data

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

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!

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

Registrede brugere !

222.505

* = Mindst ét tweet

406.250

641.746

153.746

Aktive brugere* !

39.963

* = ét tweet seneste 30 dage (fra dataindsamlingstidspunktet)

118.809

243.312

52.316

Meget aktive brugere* !

6.245

* = aktiv + mindst 1 tweet pr. dag registreret som bruger

32.812

84.805

9.735

2013 92.594 Brugere28.251 Aktive 6.500 Meget aktive

2014 140%

41% -4%

79 %

3 %

18 %

79 %

3 %

18 %Very active

79 %

3 %

18 %Very active

Active

79 %

3 %

18 %Very active

Active

Inactive

Average DK followers and friends64 89

*Twitter followers in general 208

http://expandedramblings.com/index.php/march-2013-by-the-numbers-a-few-amazing-twitter-stats/#.U1jDJuaSyqU

0

75000

150000

225000

300000

2006 2007 2008 2009 2010 2011 2012 2013 Feb. 2014

Growth in DK

Number of tweets since profile created

% of registered Tw

eeps 222.505

Number of tweets since profile created

% of registered Tw

eeps 222.505

Not very active. 64% of all registered have

posted 1-9 tweets

Number of followers

% of registered Tw

eeps 222.505Hvor mange følgere har vi?

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

% of registered Tw

eeps 222.505Hvor mange følgere har vi?

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

% of registered Tw

eeps 222.505

Majority has few followers. Some of the explanation is that DK Twitter has

doubled in two years

Hvor mange følgere har vi?

RELATIONER!

Force Atlas 2

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

Groups made with “Modularity” in Gephi

!http://gephi.org/ http://arxiv.org/pdf/0803.0476v2.pdf

Metholodical problem

Metodekritik Metodekritik

A

B

C

DE

F

G

2014

#

2014

Communication/SoMe/Tech/Start up

Music/Teens/Comedy

Sport/Celebs

Politics/MediaJournalism/

Education

#

Susanna @Rankenberg

20132014

2013 2014

2013 2014

Communication/ SoMe/Tech/Start up

Music/Teens/ ComedySport/Celebs

Politics/Media Journalism/

Education

Politics/ media/journalists

TeensSport

Startup

Education

Famous

Det nordiske “fællesskab”

Sverige

Active Very active

DK 18 % 3 %

SWE 38 % 13 %

NO 29 % 8 %

FI 34 % 6 %

# of tweets

DK 59.975.038

SWE 362.758.124

NO 155.139.852

FI 37.772.078

twittercensus.dk/graph2014/description/???

Descriptions

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

“Tech” in bio

“Journalist” in bio

“Single” in bio

twittercensus.dk/graph2014/location/???

Where do we live?

Location Rønne

Location Odense

Location København

Active, popular and first movers

Status count

Most tweetsLeast tweets

Pagerank

Most importantLeast important

Pagerank


LasserimmerGeocommedy

LiamOConner

SimonKvamm

SaraFrost

AndersmathesenJonatanSpang

Fedeabe

Thomasgaardsvig

SimonJul

Pagerank


Pagerank


Vestager

DRBreaking

DRNyheder

berlingske

Politiken

Liberalalliance

Sørenpind

Oliverzahle

Pagerank


Nikolaj Sonne

Ane Cortzen

Anders Breinholt

TV2breaking

Kbh Politi

DRP3

FollowersTweep

2013 FollowersTweep

2013 FollowersTweep

Ravi er begyndt konsekvent at tweete på engelsk og er derfor ikke

med. Har nu 68.2K følgere

2013 FollowersTweep

Oprettet

OldestNewest

#jobdk

Kendis-effekten

@YouSeeDK

@AndersBreinholt

Iværksætter-netværket

Top entrepreneur in Danish media

Influential on Amiro TV

Tweets about entrepreneurship

- and his own companies!

Accountant reachingout to community with good advice

Martin Thorborg

#dkpol

#escdk

#seoghoer

Tak for i dag! !

Følg med på 3. og få en …

mikkelnoewesth rasmushaukrogh rankenberg

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

twittercensus_dk_2014_præsentation

Data & Analytics