The graph represents a network of 32,413 Twitter users whose recent tweets contained "Kpop OR K-pop", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 40,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 1/12/2023 12:15:52 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 21:26 UTC.
The tweets in the network were tweeted over the 3499-day, 21-hour, 12-minute period from Thursday, 13 June 2013 at 23:03 UTC to Thursday, 12 January 2023 at 20:15 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 32413
Unique Edges : 13154
Edges With Duplicates : 78513
Total Edges : 91667
Number of Edge Types : 9
Replies to : 4053
MentionsInReplyTo : 6039
Retweet : 32930
MentionsInRetweet : 40471
Tweet : 5187
Quote : 1644
Mentions : 1182
MentionsInQuoteReply : 44
MentionsInQuote : 117
Self-Loops : 6421
Reciprocated Vertex Pair Ratio : 0.0136389424713491
Reciprocated Edge Ratio : 0.0269108494156629
Connected Components : 3973
Single-Vertex Connected Components : 2133
Maximum Vertices in a Connected Component : 24451
Maximum Edges in a Connected Component : 78199
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.536091
Graph Density : 4.25159612091627E-05
Modularity : 0.455736
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 32,413 Twitter users whose recent tweets contained "Kpop OR K-pop", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 40,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 1/12/2023 12:15:52 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 21:26 UTC.
The tweets in the network were tweeted over the 3499-day, 21-hour, 12-minute period from Thursday, 13 June 2013 at 23:03 UTC to Thursday, 12 January 2023 at 20:15 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : Kpop OR K-pop
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[4225] popbase,blackpink [3893] act,nominated [3818] pop,act [3782] blackpink,pop [3678] nominated,2023 [3629] 2023,#brits [2197] kpop,act [2100] first,pop [1838] pop,soloist [1777] radio,music Top Word Pairs in Tweet in G1:
[4123] popbase,blackpink [3803] act,nominated [3704] blackpink,pop [3693] pop,act [3598] nominated,2023 [3550] 2023,#brits [1441] kpop,act [1290] female,korean [1127] pop,group [1094] group,nominated Top Word Pairs in Tweet in G2:
[652] kpop,stans [473] kpop,industry [473] entire,kpop [445] merit,award [445] cultural,merit [443] postponed,enlistment [443] enlistment,entire [443] bts,fleet [443] crazy,bts [443] fleet,cultural Top Word Pairs in Tweet in G3:
[78] kpop,stans [43] kpop,stan [39] kpop,idol [30] kpop,idols [29] kpop,group [29] vocalist,kpop [28] best,vocalist [28] fan,fancy [28] #twice,#정연 [28] vocals,beautiful Top Word Pairs in Tweet in G4:
[717] pop,soloist [696] radio,music [684] iheart,radio [684] first,pop [682] music,awards [682] becomes,first [673] nominated,iheart [667] history,nominated [667] soloist,history [664] jungkook,becomes Top Word Pairs in Tweet in G5:
[551] radio,music [521] pop,soloist [401] iheart,radio [378] music,awards [364] first,pop [359] soloist,nominated [291] nominated,iheart [284] becomes,first [284] michael,jackson [272] pop,star Top Word Pairs in Tweet in G6:
[338] pop,idol [334] first,pop [330] win,hallyu [330] hallyu,special [330] widen,gap [330] gap,suho [330] idol,soloist [330] wins,first [330] soloist,win [330] suho,wins Top Word Pairs in Tweet in G7:
[342] #rm,#jin [342] #jin,#suga [342] #jhope,#jimin [342] #suga,#jhope [341] 슈가,제이홉 [341] 정국까지,지금 [341] #뷔,#정국 [341] #jimin,#v [341] 뷔,정국까지 [341] 지민,뷔 Top Word Pairs in Tweet in G8:
[338] kpop,chanyeol [338] verse,freal [338] freal,love [338] love,hot [338] chanyeol,verse [337] jackieexoscbc,kpop [57] aren,selling [57] concerts,kpop [57] thinking,concerts [57] probably,wondering Top Word Pairs in Tweet in G9:
[442] pop,soloist [428] 1st,pop [325] soloist,nominated [302] #jungkook,becomes [294] history,#iheartradiomusicawards [292] becomes,1st [292] nominated,history [291] worldmusicaward,#jungkook [122] best,breakout [121] วย,best Top Word Pairs in Tweet in G10:
[174] ateez,slowly [174] noticed,ateez [174] slowly,transitioning [174] universal,kpop [174] kpop,world [174] ve,noticed [174] independent,universal [174] transitioning,independent [173] imthenamelessv,ve [173] world,ther Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: