The graph represents a network of 28,656 Twitter users whose recent tweets contained "kpop", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 30,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 1/9/2023 12:00:00 PM. The network was obtained from Twitter on Tuesday, 10 January 2023 at 14:51 UTC.
The tweets in the network were tweeted over the 3365-day, 7-hour, 48-minute period from Wednesday, 23 October 2013 at 12:11 UTC to Monday, 09 January 2023 at 19:59 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 : 28656
Unique Edges : 9326
Edges With Duplicates : 57435
Total Edges : 66761
Number of Edge Types : 9
Retweet : 22686
MentionsInRetweet : 25787
Quote : 1359
Tweet : 5455
Replies to : 4076
MentionsInReplyTo : 6125
Mentions : 1135
MentionsInQuote : 107
MentionsInQuoteReply : 31
Self-Loops : 6851
Reciprocated Vertex Pair Ratio : 0.0190154308343575
Reciprocated Edge Ratio : 0.0373211832892224
Connected Components : 4272
Single-Vertex Connected Components : 2374
Maximum Vertices in a Connected Component : 18394
Maximum Edges in a Connected Component : 45301
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.882841
Graph Density : 3.63507858998749E-05
Modularity : 0.456853
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 28,656 Twitter users whose recent tweets contained "kpop", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 30,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 1/9/2023 12:00:00 PM. The network was obtained from Twitter on Tuesday, 10 January 2023 at 14:51 UTC.
The tweets in the network were tweeted over the 3365-day, 7-hour, 48-minute period from Wednesday, 23 October 2013 at 12:11 UTC to Monday, 09 January 2023 at 19:59 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
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:
[1359] kpop,stans [1276] kpop,ctzen [1239] cowo,kpop [1208] ctzen,ssp [1142] kpop,girl [1027] cowo,fiksi [1023] kpophappenings_,kpop [979] mean,doll [979] doll,fuck [936] idol,doesn Top Word Pairs in Tweet in G1:
[74] kpop,stans [59] monsta,x [56] kpop,stan [50] kpop,group [45] wts,kpop [44] kpop,fans [43] stray,kids [40] photocard,ww [39] kpop,idol [38] kpop,industry Top Word Pairs in Tweet in G2:
[1274] kpop,ctzen [1206] ctzen,ssp [627] #ssp,#airdrop [624] 300,ssp [624] kpop_ctzen,google [624] ssp,follow [624] follow,kpop_ctzen [624] 500,people [624] #airdrop,kpop [624] ssp,round Top Word Pairs in Tweet in G3:
[349] last,24 [349] 24,hours [266] 수,11am [266] 클릭,'beautiful [266] 방법,#mubeat [266] #beautifulliar,#뮤직뱅크 [266] 마감,230111 [266] 팬투표,클릭 [266] 뮤빗,pop [266] 사전투표,안내 Top Word Pairs in Tweet in G4:
[964] cowo,kpop [953] cowo,fiksi [538] cewe,yang [510] kpop,kalo [509] ga,cowo [508] backingannya,pasti [508] pasti,cowo [508] yang,keliatan [508] keliatan,mentalnya [508] kalo,ga Top Word Pairs in Tweet in G5:
[961] kpophappenings_,kpop [915] kpop,girl [879] idol,doesn [879] doll,fuck [879] girl,idol [879] mean,doll [879] doesn,mean [63] kpop,boy [40] kpop,industry [27] free,attendees Top Word Pairs in Tweet in G6:
[201] kbs,kpop [175] 출처,kbs [170] 문빈,산하 [168] moonbin,sanha [164] 230106,출처 [160] choreography,musicbank [160] musicbank,kbs [160] tower,cam [160] chup',moonbin [160] cam,4k Top Word Pairs in Tweet in G7:
[873] know,song [868] kpop,stans [867] stans,know [866] bet,kpop [865] adorkablehyuk,bet [31] kpop,mega [18] mega,concert [18] kpop,fans [17] fans,nowadays [17] comfortable,having Top Word Pairs in Tweet in G8:
[146] kpop,abt [145] ichicuqui,kpop [83] kpop,song [82] kpop,group [67] exo,youngest [67] year,debut [67] win,ema [67] one,year [67] group,win [67] ema,one Top Word Pairs in Tweet in G9:
[240] kpop,soloist [228] soloist,history [228] win,vmas [228] lisa,kpop [228] history,win [228] vmas,mtvemas [227] slutformyselfxx,lisa [122] kpop,female [120] spotify,blackpink [109] monthly,listeners Top Word Pairs in Tweet in G10:
[478] kpop,artists [477] grammy,nominated [476] artists,first [476] working,grammy [476] time,career [476] many,kpop [476] first,time [476] worked,many [476] career,working [476] teddy,worked Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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: