The graph represents a network of 18,169 Twitter users whose recent tweets contained "Cruz", 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 Wednesday, 12 May 2021 at 06:41 UTC.
The tweets in the network were tweeted over the 4-hour, 19-minute period from Wednesday, 12 May 2021 at 01:27 UTC to Wednesday, 12 May 2021 at 05:47 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 : 18169
Unique Edges : 23160
Edges With Duplicates : 13313
Total Edges : 36473
Number of Edge Types : 5
Retweet : 12356
Tweet : 3563
Replies to : 4197
Mentions : 9502
MentionsInRetweet : 6855
Self-Loops : 3637
Reciprocated Vertex Pair Ratio : 0.0183989385227775
Reciprocated Edge Ratio : 0.0361330669677756
Connected Components : 3175
Single-Vertex Connected Components : 1378
Maximum Vertices in a Connected Component : 7084
Maximum Edges in a Connected Component : 12211
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.78419
Graph Density : 6.97558048789875E-05
Modularity : 0.613983
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 18,169 Twitter users whose recent tweets contained "Cruz", 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 Wednesday, 12 May 2021 at 06:41 UTC.
The tweets in the network were tweeted over the 4-hour, 19-minute period from Wednesday, 12 May 2021 at 01:27 UTC to Wednesday, 12 May 2021 at 05:47 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 : Cruz
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:
[7080] ted,cruz [1584] cruz,azul [1371] amy,klobuchar [1301] sen,ted [1213] santa,cruz [980] super,pack [980] pack,gamer [899] cruz,tx [890] sen,amy [842] gun,violence Top Word Pairs in Tweet in G1:
[1642] ted,cruz [449] gun,violence [278] jim,crow [232] ghost,guns [224] gun,laws [216] guns,aren [216] aren,source [216] source,gun [216] violence,gun [211] vote,racist Top Word Pairs in Tweet in G2:
[259] ted,cruz [195] santa,cruz [122] cruz,azul [85] cruz,credo [37] pedra,cruz [36] voting,rights [27] cruz,verde [26] cruz,roja [25] martes,11 [25] 00,hrs Top Word Pairs in Tweet in G3:
[1398] ted,cruz [806] sen,ted [771] amy,klobuchar [743] cruz,tx [737] sen,amy [697] klobuchar,mn [500] watch,sen [498] tx,swipe [498] swipe,phone [498] phone,completely Top Word Pairs in Tweet in G4:
[543] ted,cruz [518] ghost,gun [284] gun,violence [259] sentedcruz,claimed [259] claimed,know [259] know,cases [259] cases,gun [259] violence,ghost [259] gun,gracie [259] gracie,muehlberger Top Word Pairs in Tweet in G5:
[833] ted,cruz [204] big,lie [198] josh,hawley [196] cruz,josh [196] against,country [194] hawley,still [194] still,haven't [194] haven't,held [194] held,accountable [194] accountable,big Top Word Pairs in Tweet in G6:
[946] super,pack [946] pack,gamer [614] cruz,azul [473] giveaway,celeste [473] celeste,gana [473] gana,super [473] gamer,cruz [473] azul,ps5 [473] ps5,jersey [473] jersey,balón Top Word Pairs in Tweet in G7:
[289] ted,cruz [188] cruz,still [188] still,suffering [187] suffering,sunstroke [187] sunstroke,cancun [187] cancun,escape [187] escape,come [187] come,something [187] something,disrespects [187] disrespects,people Top Word Pairs in Tweet in G8:
[374] ted,cruz [203] sen,ted [147] cruz,blasts [140] politicians,act [139] ilhan,omar [138] acting,press [138] press,secretary [138] secretary,hamas [128] blasts,ilhan [128] omar,member Top Word Pairs in Tweet in G9:
[285] lucas,villa [207] dilan,cruz [196] villa,metieron [196] metieron,balazos [196] balazos,elvis [196] elvis,vivas [196] vivas,mataron [196] mataron,golpes [196] cruz,volaron [196] volaron,cabeza Top Word Pairs in Tweet in G10:
[487] ted,cruz [252] amy,klobuchar [169] senator,ted [168] cruz,wrong [167] senator,amy [167] klobuchar,right [167] right,senator [167] wrong,divulging [167] divulging,names [167] names,big 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 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 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: