The graph represents a network of 16,485 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 Sunday, 16 May 2021 at 22:32 UTC.
The tweets in the network were tweeted over the 4-day, 18-hour, 48-minute period from Wednesday, 12 May 2021 at 03:07 UTC to Sunday, 16 May 2021 at 21:56 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 : 16485
Unique Edges : 18530
Edges With Duplicates : 1872
Total Edges : 20402
Number of Edge Types : 5
Retweet : 14081
Tweet : 3596
MentionsInRetweet : 1359
Replies to : 382
Mentions : 984
Self-Loops : 3723
Reciprocated Vertex Pair Ratio : 0.00339736858360615
Reciprocated Edge Ratio : 0.00677173110071411
Connected Components : 2687
Single-Vertex Connected Components : 1977
Maximum Vertices in a Connected Component : 12016
Maximum Edges in a Connected Component : 15277
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.404321
Graph Density : 5.97780058890389E-05
Modularity : 0.755934
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 16,485 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 Sunday, 16 May 2021 at 22:32 UTC.
The tweets in the network were tweeted over the 4-day, 18-hour, 48-minute period from Wednesday, 12 May 2021 at 03:07 UTC to Sunday, 16 May 2021 at 21:56 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:
[4919] #gasshortage,better [4918] better,pick [4918] pick,couple [4918] couple,extra [4918] extra,bags [4902] shit,#gasshortage [4896] oh,shit [1529] #gasshortage2021,#gasshortage [1009] gas,shortage [840] millions,people Top Word Pairs in Tweet in G1:
[4727] oh,shit [4727] shit,#gasshortage [4726] #gasshortage,better [4726] better,pick [4726] pick,couple [4726] couple,extra [4726] extra,bags [10] fiendishlyyours,oh [7] #gasshortage,#gasshortage2021 [5] man,fuck Top Word Pairs in Tweet in G2:
[263] #gasshortage2021,#gasshortage [171] #gasshortage,#gasshortage2021 [102] gas,shortage [91] #gasshortage,#gaslines [73] toilet,paper [71] gas,stations [57] #gas,#gasshortage [56] #gasshortage,#gas [56] panic,buying [53] gas,lines Top Word Pairs in Tweet in G3:
[290] panic,buying [281] people,panic [252] buying,#gasshortage [237] started,going [237] going,#gasshortage [237] #gasshortage,#hoardersgoingtohoard [205] gas,stations [164] stations,#gasshortage [162] reason,#gasshortage [160] passing,gas Top Word Pairs in Tweet in G4:
[738] #gasshortage2021,#gasshortage [723] electric,car [723] car,owners [723] owners,right [723] right,#gasshortage2021 [108] #gasshortage,#gasshortage2021 [90] gas,#gasshortage [89] ima,once [89] once,officially [89] officially,run Top Word Pairs in Tweet in G5:
[798] marvel,media [798] media,ability [798] ability,make [798] make,millions [798] millions,people [798] people,act [798] act,way [798] way,against [798] against,best [798] best,interests Top Word Pairs in Tweet in G6:
[104] 100,days [81] #gasshortage,#bidengaslines [76] went,energy [76] gas,lines [75] energy,independent [75] days,#gasshortage [74] independent,gas [74] little,over [74] over,100 [73] lines,little Top Word Pairs in Tweet in G7:
[411] gas,shortage [411] shortage,couldn [411] couldn,gas [411] gas,today [411] today,please [411] please,explain [411] explain,joe [411] joe,biden [411] biden,popular [411] popular,president Top Word Pairs in Tweet in G8:
[305] point,naive [305] naive,#gasshortage [15] oh,shit [15] shit,#gasshortage [15] #gasshortage,better [15] better,pick [15] pick,couple [15] couple,extra [15] extra,bags [8] started,going Top Word Pairs in Tweet in G9:
[226] gas,#gasshortage [133] someone,thinks [133] thinks,gas [92] always,double [92] double,bag [92] bag,gas [92] #gasshortage,#gasshortage2021 [44] know,fucking [44] fucking,lying [44] lying,98 Top Word Pairs in Tweet in G10:
[41] #gasshortage2021,#gasshortage [40] gas,stations [37] #colonialpipeline,#gasshortage [30] #gasshortage,#gaslines [26] stations,fuel [25] colonial,pipeline [22] panic,buying [19] #ransomware,#colonialpipeline [19] #gasshortage,#fuelshortage [19] seems,ve 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 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 G5:
Top Mentioned in G6:
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: