The graph represents a network of 13 086 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 12:01 UTC.
The tweets in the network were tweeted over the 19-hour, 35-minute period from Wednesday, 26 January 2022 at 15:03 UTC to Thursday, 27 January 2022 at 10:38 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 Fruchterman-Reingold layout algorithm.
Author Description
Vertices : 13086
Unique Edges : 19662
Edges With Duplicates : 17884
Total Edges : 37546
Number of Edge Types : 5
Retweet : 10941
MentionsInRetweet : 11015
Tweet : 4762
Mentions : 4904
Replies to : 5924
Self-Loops : 4985
Reciprocated Vertex Pair Ratio : 0,0180199622336121
Reciprocated Edge Ratio : 0,035401982087021
Connected Components : 3497
Single-Vertex Connected Components : 2602
Maximum Vertices in a Connected Component : 5957
Maximum Edges in a Connected Component : 14841
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5,954845
Graph Density : 0,000110196611803132
Modularity : 0,507146
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 13 086 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 12:01 UTC.
The tweets in the network were tweeted over the 19-hour, 35-minute period from Wednesday, 26 January 2022 at 15:03 UTC to Thursday, 27 January 2022 at 10:38 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 Fruchterman-Reingold 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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[4514] #dimashindubai,#dimashconcertdubai [3798] #dimashconcertdubai,#flyaway [3792] listen,#spotify [3784] #spotify,#dimashindubai [3771] dimash_official,listen [1297] neil,young [1074] https,t [1074] t,co [878] joe,rogan [799] for,the Top Word Pairs in Tweet in G1:
[438] neil,young [239] joe,rogan [163] #neilyoung,#spotify [132] #spotify,#neilyoung [107] in,the [93] listen,to [93] new,music [90] #spotify,#joerogan [83] #neilyoung,#joerogan [80] i,need Top Word Pairs in Tweet in G2:
[216] neil,young [152] joe,rogan [139] #neilyoung,#spotify [126] #spotify,#neilyoung [102] spotify,#spotify [96] misinformation,over [86] time,to [73] if,you [72] link,here [71] my,account Top Word Pairs in Tweet in G3:
[815] https,t [815] t,co [468] #spotify,で今すぐcheck [468] で今すぐcheck,https [455] 待望の日本デビュー,10人組k [455] 10人組k,popボーイズグループ [455] popボーイズグループ,#goldenchild [455] #goldenchild,gncdjp_official [455] gncdjp_official,が [455] が,日本デビュー曲 Top Word Pairs in Tweet in G4:
[686] the,rumored [686] rumored,#fcbarcelona [686] #fcbarcelona,kits [686] kits,for [686] for,next [686] next,season [686] season,featuring [686] featuring,#spotify [686] likes,and [686] and,retweets Top Word Pairs in Tweet in G5:
[124] #spotify,#music [80] #music,#playlist [73] please,#rt [73] #rt,#supportmusic [69] #supportmusic,#wednesdaywisdom [69] #wednesdaywisdom,#spotify [55] #music,#spotify [47] check,out [45] thank,you [40] listen,to Top Word Pairs in Tweet in G6:
[61] of,#spotify [57] #spotify,maybe [47] out,of [42] canceled,and [42] and,deleted [40] deleted,fuck [40] fuck,#spotify [39] they,would [38] other,artists [37] pull,out Top Word Pairs in Tweet in G7:
[4514] #dimashindubai,#dimashconcertdubai [3798] #dimashconcertdubai,#flyaway [3784] #spotify,#dimashindubai [3771] dimash_official,listen [3771] listen,#spotify [714] #flyaway,dimash_official [714] #dimashconcertdubai,смотрим [714] смотрим,и [714] и,слушаем [714] слушаем,димаша Top Word Pairs in Tweet in G8:
[123] neil,young [81] his,music [80] joe,rogan [69] anti,vaxxer [57] young,s [57] s,music [56] rogan,s [55] headline,should [55] should,be [55] be,#spotify Top Word Pairs in Tweet in G9:
[151] streams,#spotify [149] million,streams [147] #mycelebs,'christmas [147] 'christmas,tree' [147] tree',by [147] by,#bts [147] #bts,s [147] s,#v [147] #v,is [147] is,the Top Word Pairs in Tweet in G10:
[110] billion,streams [109] 1,billion [102] is,the [102] the,1st [100] #justinbieber,is [100] 1st,artist [100] artist,in [100] in,#spotify [100] #spotify,history [100] history,to Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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 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: