The graph represents a network of 19,027 Twitter users whose recent tweets contained "Spotify", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 27 January 2022 at 22:20 UTC.
The tweets in the network were tweeted over the 22-minute period from Thursday, 27 January 2022 at 20:20 UTC to Thursday, 27 January 2022 at 20:43 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 19027
Unique Edges : 25356
Edges With Duplicates : 8556
Total Edges : 33912
Number of Edge Types : 5
Retweet : 10019
MentionsInRetweet : 6595
Tweet : 5861
Replies to : 3766
Mentions : 7671
Self-Loops : 5926
Reciprocated Vertex Pair Ratio : 0.0156714761376249
Reciprocated Edge Ratio : 0.030859340851473
Connected Components : 5625
Single-Vertex Connected Components : 3765
Maximum Vertices in a Connected Component : 9320
Maximum Edges in a Connected Component : 23450
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.139307
Graph Density : 6.31975504211786E-05
Modularity : 0.655885
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 19,027 Twitter users whose recent tweets contained "Spotify", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 27 January 2022 at 22:20 UTC.
The tweets in the network were tweeted over the 22-minute period from Thursday, 27 January 2022 at 20:20 UTC to Thursday, 27 January 2022 at 20:43 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : Spotify
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2736] neil,young [2037] joe,rogan [850] christmas,tree [786] streams,spotify [480] global,spotify [464] music,spotify [432] camp,nou [428] south,korea [422] apple,music [376] over,neil Top Word Pairs in Tweet in G1:
[154] neil,young [100] joe,rogan [44] apple,music [25] camp,nou [22] nou,spotify [21] flash,yungkhris [21] yungkhris,2real [20] cancel,spotify [20] spotify,premium [17] young,spotify Top Word Pairs in Tweet in G2:
[582] joe,rogan [549] neil,young [158] deleted,spotify [154] 100,million [141] paid,100 [140] spotify,down [136] down,more [136] more,25 [136] 25,joe [136] rogan,ramped Top Word Pairs in Tweet in G3:
[812] christmas,tree [454] global,spotify [424] south,korea [338] spotify,south [325] #1,spotify [321] streams,spotify [275] tree,bts_twt [238] #btsarmy,#bestfanarmy [234] #bestfanarmy,#iheartawards [204] monthly,listeners Top Word Pairs in Tweet in G4:
[951] neil,young [538] joe,rogan [213] over,neil [204] spotify,debacle [204] young,channel [203] siriusxm,steps [203] steps,spotify [203] debacle,add [203] add,neil [183] music,spotify Top Word Pairs in Tweet in G5:
[301] pre,save [218] contas,spotify [201] criar,contas [200] pré,save [128] sorteio,faça [128] faça,pre [128] save,bdc [128] bdc,concorra [128] concorra,obs [128] obs,vão Top Word Pairs in Tweet in G6:
[152] bueno,spotify [152] spotify,somos [152] somos,tú [45] tengo,mas [45] mas,ordenado [45] ordenado,spotify [45] spotify,vida [25] suspira,abre [25] abre,spotify [18] noches,somos Top Word Pairs in Tweet in G7:
[167] #flyaway,#bewithme [114] #dimashindubai,#dimashconcertdubai [112] dimash_official,#dimashindubai [112] #dimashconcertdubai,#flyaway [83] spotify,youtube [78] concierto,dubai [70] fly,away [63] dimash_official,spotify [49] canciones,#flyaway [48] dimash_official,#bewithme Top Word Pairs in Tweet in G8:
[73] thr,spotify [62] neil,young [52] joe,rogan [27] rob_sheridan,thr [20] wagtailfarm,thr [19] spotify,removing [19] mojolissa,rob_sheridan [18] removing,neil [18] open,letter [18] misinformation,coming Top Word Pairs in Tweet in G9:
[152] camp,nou [70] nou,spotify [43] barça,spotify [37] naming,rights [34] rights,camp [33] main,sponsor [26] 95,gerardromero [23] acuerdo,barça [23] spotify,cerrado [23] cerrado,95 Top Word Pairs in Tweet in G10:
[82] joe,rogan [78] barry,manilow [70] music,spotify [54] neil,young [41] delete,spotify [40] pulling,music [39] neil,young's [38] huge,fan [38] fan,applaud [38] applaud,barry Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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Top Replied-To in G5:
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:
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Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G7:
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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: