Saturday, April 11, 2009

Top 100 Twitter Trends for March 2009

There are roughly 24x31 = 744 hours in March. Thus there are 744 opportunities to make an appearance on the Twitter Trends. A simple power law x**k with k = -0.68 does a good job of describing the distribution.









































































































Rank Trending Word Measured Power Law
1 iPhone 511 511
2 iPod 380 319
3 #sxsw 329 242
4 Apple 308 199
5 AIG 260 171
6 Watchmen 259 151
7 AT&T 202 136
8 Twilight 201 124
9 Goodnight 175 115
10 iTunes 170 107
11 Austin 165 100
12 Earth Hour 145 94
13 Texas 144 89
14 Spring 112 85
15 March Madness 111 81
16 BBC 110 78
17 NCAA 108 74
18 Jimmy Fallon 99 72
19 Ellen 92 69
20 Dollhouse 88 67
21 Diddy 87 64
22 Miami 83 62
23 Irish 79 61
24 Sydney 78 59
25 Vegas 75 57
26 American Idol 63 56
27 TGIF 62 54
28 Natasha Richardson 62 53
29 #mvp09 61 52
30 Easter 59 51
31 Starbucks 58 49
32 Comic Relief 57 48
33 SXSW 56 47
34 Social Media 52 46
35 #ncaa 52 46
36 IMAX 51 45
37 Spring Break 50 44
38 GDC 49 43
39 #musicmonday 47 42
40 Ireland 46 42
41 #bsg 44 41
42 Michael Jackson 44 40
43 #mix09 43 40
44 #drupalcon 43 39
45 Aliens 43 38
46 New York 42 38
47 #iphone 41 37
48 Jon Stewart 41 37
49 #phish 41 36
50 #watchmen 40 36
51 Daylight Savings 40 35
52 Melbourne 39 35
53 UConn 38 34
54 #iPhone 38 34
55 Spotify 37 33
56 DST 37 33
57 Duke 37 33
58 Kindle 37 32
59 My DBI 35 32
60 Paris 35 32
61 Celebrity Apprentice 34 31
62 Ipod 34 31
63 #skittles 34 31
64 IE8 34 30
65 Jim Cramer 32 30
66 Fargo 32 30
67 #earthhour 32 29
68 Green 32 29
69 Jesus 32 29
70 Florida 31 28
71 Heroes 31 28
72 Guinness 31 28
73 G20 31 28
74 SNL 30 27
75 Atlanta 30 27
76 Skype 30 27
77 Liverpool 29 27
78 BSG 29 26
79 #nascar 29 26
80 #sesny 29 26
81 Family Guy 29 26
82 Lord 28 26
83 Snow 28 25
84 #pycon 28 25
85 #SxSW 28 25
86 Wild Things Are 28 25
87 Saw Watchmen 27 25
88 Anoop 27 24
89 #socialmedia 27 24
90 #24 26 24
91 Resident Evil 5 26 24
92 iPhone OS 3 26 24
93 Conficker 25 23
94 Syracuse 25 23
95 Adam Lambert 25 23
96 UNC 25 23
97 Player Snapshot 25 23
98 TweetDeck 24 23
99 Paul Harvey 24 22
100 RE5 24 22

Power law distribution





So, Twitter trends are, not suprisingly, power law distributions.

Thus I really should be plotting them using log log axis:

Pareto strikes again




Fortunately I do not have access to a Windows/IE box to day so I can postpone checking on the IE issues ...

Welcome to Mexico, land of manana.

So I worked on the bar graphs for Twitter trend ranking. I rank the trends two ways: 1) by "points" where the points are in range [20,0] with 20 for the top ranking trend and 0 if the trend is not reported, and 2) by simple appearances where any appearance on the charts causes the total to be incremented by one.

I found remarkably close agreement between Twitter trends (key words) ranked by the two methods and a Pareto distribution with k = 0.76.

Tuesday, April 7, 2009

IE Javascript problems

OK, as suspected there is a problem with my IE Javascript.

I shall be travelling for a few days. I will resolve the IE issues when I return. Till then you should use Firefox, which works in my Linux environment.

Here we go

RealTimeTrender.com is developing numerical and graphical trending tools. Our initial effort is to provide a graphical display of real time trend data from Twitter.

Data for December, 2008
Data for January, 2009
Data for February, 2009
Data for March, 2009
Data for April, 2009

You should see the Twitter Top 20 trends displayed. At the bottom of each display you should see a box labeled "Uncheck All." Click on this box then display one or more trends by clicking on the check boxes in the table above.

This is a "Work in Progress." You are seeing the first public presentation of this display system. It may or may not work for you now. Stay tuned though and offer us your suggestions as to how to improve the site and what information you would like to see.

The software involved is Python/Django on the server side and JQuery/Flot for the client. All development is done under Linux using Firefox.

We have not done testing for Internet Explorer yet so all bets are of for IE. We would appreciate hearing from IE users: please send us screenshots and other reports.

Please send me your feedback,

BobLQ

Contact: realtimetrender at gmail.com