The graph represents a network of 6,026 Twitter users whose recent tweets contained "COVID-19", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 March 2023 at 07:05 UTC.
The tweets in the network were tweeted over the 1098-day, 8-hour, 6-minute period from Tuesday, 10 March 2020 at 15:54 UTC to Tuesday, 14 March 2023 at 00:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 6026
Unique Edges : 2673
Edges With Duplicates : 10415
Total Edges : 13088
Number of Edge Types : 9
Retweet : 3843
MentionsInRetweet : 4502
Replies to : 1020
MentionsInReplyTo : 1804
Tweet : 1242
Mentions : 458
Quote : 123
MentionsInQuote : 62
MentionsInQuoteReply : 34
Self-Loops : 1559
Reciprocated Vertex Pair Ratio : 0.0139429312581064
Reciprocated Edge Ratio : 0.0275023984649824
Connected Components : 1054
Single-Vertex Connected Components : 325
Maximum Vertices in a Connected Component : 2587
Maximum Edges in a Connected Component : 6764
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.161908
Graph Density : 0.000172254945030731
Modularity : 0.499407
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,026 Twitter users whose recent tweets contained "COVID-19", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 March 2023 at 07:05 UTC.
The tweets in the network were tweeted over the 1098-day, 8-hour, 6-minute period from Tuesday, 10 March 2020 at 15:54 UTC to Tuesday, 14 March 2023 at 00:00 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : COVID-19
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:
[4335] covid,19 [418] 19,vaccines [401] pandemia,covid [360] estado,alarma [312] contra,covid [304] vaccines,covid [301] 19,digital [300] digital,qr [300] qr,certificate [300] paper,card Top Word Pairs in Tweet in G1:
[500] covid,19 [194] 19,vaccines [178] vaccines,covid [177] taking,vaccine [176] exemption,letters [176] vaccine,click [176] 19,digital [176] paper,card [176] certificate,paper [176] digital,qr Top Word Pairs in Tweet in G2:
[462] covid,19 [317] estado,alarma [316] pandemia,covid [165] gracias,respuesta [157] respuesta,oportuna [157] 19,declaramos [157] declaramos,estado [157] alarma,gracias [156] nicolasmaduro,pandemia [154] alarma,pandemia Top Word Pairs in Tweet in G3:
[299] covid,19 [27] 19,vaccine [21] contra,covid [15] 19,pandemic [8] public,health [8] three,years [7] vaccine,case [7] case,discovery [7] #covid,19 [7] request,moderna Top Word Pairs in Tweet in G4:
[247] sucharit,bhakdi [200] dr,sucharit [193] hero's,welcome [193] legacy,media [193] germany,legacy [193] bhakdi,receives [193] receives,standing [193] welcome,hometown [193] standing,ovation [193] ovation,hero's Top Word Pairs in Tweet in G5:
[329] covid,19 [161] 19,vaccines [109] vaccines,covid [108] digital,qr [108] certificate,paper [108] card,boosters [108] 19,digital [108] paper,card [108] boosters,exemption [108] qr,certificate Top Word Pairs in Tweet in G6:
[118] covid,19 [67] fetal,brain [41] evidence,virus [41] virus,fetal [41] brain,tissue [39] meetjess,covid [30] 19,cause [28] recorded,noted [28] sure,being [28] noted,before Top Word Pairs in Tweet in G7:
[86] covid,19 [85] contra,covid [84] estaba,seguro [84] 19,hijo [84] eficacia,remdesivir [84] salud,decía [84] remdesivir,contra [84] mientras,subsecretario [84] decía,estaba [84] subsecretario,salud Top Word Pairs in Tweet in G8:
[85] covid,19 [84] 19,lockdowns [84] governor,admits [84] lockdowns,went [84] admits,covid [84] went,far [84] michigan,governor [83] zerohedge,michigan [2] morally,imperative [2] covid,origins Top Word Pairs in Tweet in G9:
[87] covid,19 [56] contra,covid [35] dose,reforço [34] retomada,vacinação [34] #vacinaparatodos,governo [34] federal,anuncia [34] garantia,dose [34] 19,garantia [34] governo,federal [34] anuncia,retomada Top Word Pairs in Tweet in G10:
[79] covid,19 [26] 19,pandemic [24] pandemic,global [24] ongoing,covid [24] well,aware [24] preaching,choir [24] aware,preaching [24] choir,couple [24] global,workforce [24] workforce,well 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 G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: