Post on 05-Aug-2015
TWIMPACT 2011Real-Time Twitter Analysis
TWIMPACT analysis
~ 2 ms
data delivery
~ 1000 ms
1.3b tweets35.8m users
11 GB
/ da
y
1 day1 s 1 minute 1 hour
503000
180,0005M
3.3TB0.6 TB
© 2011 TWIMPACT UG (haftungsbeschränkt)in cooperation with Berlin University of Technology
880,000page links
2,500
400
14,500
102,000each day
5,400,000retweets
140,000 media links
TWIMPACT analyses the data by
1. parsing each JSON message2. extracting meta-data for users, tweets, location ...3. analyzing the tweet text language4. matching a retweet in previous tweets5. extracting mentions users, hashtags and links6. updating retweeted and mentioned user relations7. updating trend counts for all artifacts8. updating indices (full-text, users, all artifacts)9. removing irrelevant data from memory
retweet activity
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec0
12k
24k
36k
48k
60kiPad 2 Steve Jobs
iPad 2
Steve Jobsresigned
Steve Jobs died
0
600
1200
1800
2400
3000
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
Google Pluslaunched
retw
ee
ts /
we
ek
58
24
25 2426
38
37
31 33
29
292625
32
35
39
37 46
55
4945
43
36
3532
3229
31
3028
27
2624
94
106
11742
4
3
4
5 3
3
4 4
31
3742
31
33
35
32
28 34
27
30 27
27
5247
39
50
45
44
3738
38
30 23
28
3131
36
36
35
36
3033
3135 37
4
34
5
10
29
109
8471
55
57 51
16
4152
51
5249
4137 30
30
45 39
33
4540
43
3541
4245 49
45
50 47
50
5655
53
5355
5144 41
44
39 35
44
6557
53
4854
4742 49
47
40 4930 79
113128 119
90
90 86
60
7277
6859
59 61
59 58 49
46 57
62
6870
64
68
55 6156 61 56
50 488882
78 7578 91
93
95 99
8286
83 67
7267 66
5557
49
42 40
10972
66 5771
68 5853
5257
48 41
12
35
6063
7578
9388
8987
81 81
91
134 144158 164
146 147 138121
138124 127
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
damnitstrue
thenoteboook
justinbieberugglytruth
xstrologyihatequotes
metrotvmeatschool
radiogalaufmohteenquotes
teenlifefeel
lilduval
sextrology
lord_voldemort7
teenlovefeel
epictweets_
zodiacfacts
viatumblr retweetifs
revrunwisdom
top 20 impact most retweeted
Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec
@wendys RT for a good cause. Each Retweet sends 50¢ to help kids in foster care. #TreatItFwd
3k6k9k
12k15k
3k6k9k
12k15k
3k6k9k
12k15k
@mentionto #MentionTo your friend who's never be on time and lazy to do anything.
@justinbieber life has it's ups and downs but u guys r always there 4 me. i will make my mistakes but i promise 2 continue 2 grow with u and try 2 do rt
additional graphs and indices identify relations between users, retweets, mentions, languages and
many other artifacts 500,000user relations
15,000,000user/rt relations
1,000historic snapshots
every 8 hours
Mikio L. Braun, Matthias L. Jugel, Klaus-Robert Müller
http://twimpact.comhttp://beta.twimpact.com/ely/