The graph represents a network of 5,738 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 3/2/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 03 March 2023 at 08:06 UTC.
The tweets in the network were tweeted over the 1056-day, 21-hour, 24-minute period from Friday, 10 April 2020 at 03:36 UTC to Friday, 03 March 2023 at 01:00 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 : 5738
Unique Edges : 2288
Edges With Duplicates : 9383
Total Edges : 11671
Number of Edge Types : 9
Retweet : 3959
MentionsInRetweet : 4351
Tweet : 1133
Replies to : 585
MentionsInReplyTo : 1057
Mentions : 482
Quote : 65
MentionsInQuote : 28
MentionsInQuoteReply : 11
Self-Loops : 1405
Reciprocated Vertex Pair Ratio : 0.00859444941808415
Reciprocated Edge Ratio : 0.0170424285460678
Connected Components : 961
Single-Vertex Connected Components : 320
Maximum Vertices in a Connected Component : 2612
Maximum Edges in a Connected Component : 5841
Maximum Geodesic Distance (Diameter) : 31
Average Geodesic Distance : 8.362682
Graph Density : 0.000171117472737399
Modularity : 0.509524
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,738 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 3/2/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 03 March 2023 at 08:06 UTC.
The tweets in the network were tweeted over the 1056-day, 21-hour, 24-minute period from Friday, 10 April 2020 at 03:36 UTC to Friday, 03 March 2023 at 01:00 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:
[3788] covid,19 [379] covid,death [378] death,shot [373] aids,covid [373] 500,increase [373] records,500 [373] military,records [373] rollout,appears [373] increase,aids [373] appears,those Top Word Pairs in Tweet in G1:
[352] covid,death [352] death,shot [347] increase,aids [347] military,records [347] shot,rollout [347] 500,increase [347] appears,those [347] rollout,appears [347] aids,covid [347] records,500 Top Word Pairs in Tweet in G2:
[325] covid,19 [19] 19,pandemic [16] during,covid [15] 19,vaccine [13] lab,leak [12] 19,origins [12] 19,vaccines [10] wuhan,lab [9] #covid,19 [8] senate,votes Top Word Pairs in Tweet in G3:
[201] covid,19 [186] creation,covid [186] complicit,creation [181] government,complicit [180] repthomasmassie,government [6] shocking,collusion [6] uncovered,investigation [6] between,called [6] christian,leaders [6] leaders,fauci's Top Word Pairs in Tweet in G4:
[172] covid,19 [117] creation,covid [116] thomas,massie [114] government,being [114] rep,thomas [112] proudelephantus,rep [110] being,fully [110] involved,creation [110] fully,involved [110] accusing,government Top Word Pairs in Tweet in G5:
[119] bajes,guardia [119] #covid_19,bajes [119] usa,tapabocas [119] centinelas,patria [119] pandemia,aún [119] guardia,centinelas [119] aún,terminado [119] tapabocas,pandemia [119] patria,recomiendan [119] recomiendan,usa Top Word Pairs in Tweet in G6:
[128] em,nome [127] quem,perdeu [127] randolfeap,em [127] amigos,impunidade [127] hipótese,isso [127] morreram,quem [127] familiares,amigos [127] uma,hipótese [127] impunidade,não [127] nome,morreram Top Word Pairs in Tweet in G7:
[158] covid,19 [78] cientistas,pedem [78] contra,covid [78] documentar,toxinas [78] vacinas,contra [78] 19,após [78] danificam,sangue [78] estranhas,danificam [78] pedem,fim [78] mais,60 Top Word Pairs in Tweet in G8:
[149] covid,19 [97] origins,covid [68] united,states [67] passed,legislation [67] declassify,origins [67] states,senate [67] senate,successfully [67] successfully,passed [67] legislation,declassify [66] marshablackburn,united Top Word Pairs in Tweet in G9:
[99] covid,19 [84] 19,vaccine [42] countries,click [42] card,without [42] rebecca,whatsapp [42] vaccine,passport [42] vaccine,card [42] whatsapp,link [42] contact,dr [42] vaccine,covid Top Word Pairs in Tweet in G10:
[128] covid,19 [62] origins,covid [60] related,origins [55] declassify,intelligence [55] intelligence,related [32] drsimonegold,breaking [30] senate,declassify [30] breaking,bill [30] bill,passed [30] passes,bill Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: