The graph represents a network of 16,568 Twitter users whose recent tweets contained "#GasShortage", 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, 13 May 2021 at 19:29 UTC.
The tweets in the network were tweeted over the 1-day, 17-hour, 1-minute period from Wednesday, 12 May 2021 at 02:11 UTC to Thursday, 13 May 2021 at 19:12 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 : 16568
Unique Edges : 18295
Edges With Duplicates : 1361
Total Edges : 19656
Number of Edge Types : 5
Retweet : 14651
Tweet : 3101
MentionsInRetweet : 768
Mentions : 810
Replies to : 326
Self-Loops : 3183
Reciprocated Vertex Pair Ratio : 0.00235323259846421
Reciprocated Edge Ratio : 0.00469541579142469
Connected Components : 2377
Single-Vertex Connected Components : 1736
Maximum Vertices in a Connected Component : 12653
Maximum Edges in a Connected Component : 15270
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.317979
Graph Density : 5.89692464268047E-05
Modularity : 0.755612
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 16,568 Twitter users whose recent tweets contained "#GasShortage", 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, 13 May 2021 at 19:29 UTC.
The tweets in the network were tweeted over the 1-day, 17-hour, 1-minute period from Wednesday, 12 May 2021 at 02:11 UTC to Thursday, 13 May 2021 at 19:12 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 : #GasShortage
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:
[5334] #gasshortage,better [5334] better,pick [5334] pick,couple [5334] couple,extra [5334] extra,bags [5305] shit,#gasshortage [5301] oh,shit [1270] #gasshortage2021,#gasshortage [1069] gas,shortage [894] marvel,media Top Word Pairs in Tweet in G1:
[5120] oh,shit [5120] shit,#gasshortage [5120] #gasshortage,better [5120] better,pick [5120] pick,couple [5120] couple,extra [5120] extra,bags [9] fiendishlyyours,oh [7] #gasshortage,#gasshortage2021 [5] man,fuck Top Word Pairs in Tweet in G2:
[323] panic,buying [312] people,panic [297] started,going [297] going,#gasshortage [296] #gasshortage,#hoardersgoingtohoard [280] buying,#gasshortage [223] gas,stations [188] shortage,#gasshortage [178] stations,#gasshortage [173] passing,gas Top Word Pairs in Tweet in G3:
[200] #gasshortage2021,#gasshortage [122] #gasshortage,#gasshortage2021 [88] gas,shortage [82] #gasshortage,#gaslines [65] toilet,paper [59] panic,buying [56] gas,stations [46] #gasshortage,#gas [41] hoarding,gas [40] #gas,#gasshortage Top Word Pairs in Tweet in G4:
[846] marvel,media [846] media,ability [846] ability,make [846] make,millions [846] millions,people [846] people,act [846] act,way [846] way,against [846] against,best [846] best,interests Top Word Pairs in Tweet in G5:
[729] #gasshortage2021,#gasshortage [714] electric,car [714] car,owners [714] owners,right [714] right,#gasshortage2021 [104] #gasshortage,#gasshortage2021 [82] gas,#gasshortage [80] ima,once [80] once,officially [80] officially,run Top Word Pairs in Tweet in G6:
[553] gas,shortage [553] shortage,couldn [553] couldn,gas [553] gas,today [553] today,please [553] please,explain [553] explain,joe [553] joe,biden [553] biden,popular [553] popular,president Top Word Pairs in Tweet in G7:
[81] 100,days [63] #gasshortage,#bidengaslines [59] gas,lines [58] went,energy [58] energy,independent [57] little,over [57] over,100 [57] days,#gasshortage [56] independent,gas [55] lines,little Top Word Pairs in Tweet in G8:
[372] point,naive [372] naive,#gasshortage [17] oh,shit [17] shit,#gasshortage [17] #gasshortage,better [17] better,pick [17] pick,couple [17] couple,extra [17] extra,bags [12] started,going Top Word Pairs in Tweet in G9:
[219] gas,#gasshortage [128] someone,thinks [128] thinks,gas [90] always,double [90] double,bag [90] bag,gas [90] #gasshortage,#gasshortage2021 [41] know,fucking [41] fucking,lying [41] lying,98 Top Word Pairs in Tweet in G10:
[146] #gasshortage,assorted [146] assorted,crisis [146] crisis,differing [146] differing,types [146] types,severity [146] severity,hit [146] hit,blueanon [146] blueanon,corporate [146] corporate,liberal [146] liberal,shills 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 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 G7:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: