The graph represents a network of 6,546 Twitter users whose recent tweets contained "COVID", 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 10:18 UTC.
The tweets in the network were tweeted over the 1935-day, 12-hour, 10-minute period from Sunday, 24 September 2017 at 12:50 UTC to Thursday, 12 January 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 : 6546
Unique Edges : 3064
Edges With Duplicates : 10678
Total Edges : 13742
Number of Edge Types : 9
Retweet : 3923
MentionsInRetweet : 4479
Tweet : 1278
Mentions : 343
MentionsInReplyTo : 2481
Replies to : 1094
Quote : 103
MentionsInQuoteReply : 21
MentionsInQuote : 20
Self-Loops : 1498
Reciprocated Vertex Pair Ratio : 0.0195129107981221
Reciprocated Edge Ratio : 0.038278889048784
Connected Components : 1168
Single-Vertex Connected Components : 292
Maximum Vertices in a Connected Component : 2772
Maximum Edges in a Connected Component : 7002
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 6.662227
Graph Density : 0.000162194700394948
Modularity : 0.521125
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,546 Twitter users whose recent tweets contained "COVID", 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 10:18 UTC.
The tweets in the network were tweeted over the 1935-day, 12-hour, 10-minute period from Sunday, 24 September 2017 at 12:50 UTC to Thursday, 12 January 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
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:
[861] covid,19 [436] contra,covid [384] covid,vaccine [358] vacinados,contra [328] em,brasília [327] covid,pandemic [324] presos,em [323] reveal,covid [319] pandemic,dod [319] dating,back Top Word Pairs in Tweet in G1:
[296] covid,pandemic [296] dod,operation [296] obama,pentagon [296] operation,dating [296] reveal,covid [296] bombshell,foia [296] foia,documents [296] documents,reveal [296] dating,back [296] pandemic,dod Top Word Pairs in Tweet in G2:
[78] covid,19 [13] long,covid [12] within,year [12] covid,symptoms [11] covid,vaccine [10] contra,covid [8] year,research [8] ease,within [8] research,finds [7] symptoms,ease Top Word Pairs in Tweet in G3:
[233] contra,covid [231] presos,em [230] brasília,são [230] vacinados,contra [230] em,brasília [228] sendo,vacinados [227] presídio,estão [227] são,levados [227] brasil,terroristas [227] levados,presídio Top Word Pairs in Tweet in G4:
[51] pfizer,board [51] lobbied,twitter [51] gottlieb,used [51] lawsuit,against [51] used,head [51] board,member [51] member,dr [51] scott,gottlieb [51] twitter,censor [51] dr,scott Top Word Pairs in Tweet in G5:
[93] taylor,lee [93] lee,us_fda [76] never,forget [74] abhorrent,comments [74] caught,undercover [74] lee,repeatedly [74] comments,taylor [74] repeatedly,joked [74] video,lee [74] us_fda,caught Top Word Pairs in Tweet in G6:
[46] covid,cult [40] hand,never [40] fell,covid [40] raise,hand [40] never,fell [39] petersweden7,raise [31] hospitalized,covid [29] nsw,australia [29] covid,nsw [28] massive,mrna Top Word Pairs in Tweet in G7:
[53] slander,lie [53] disparage,slander [53] lie,sister [53] opportunity,disparage [53] allow,mofo [53] mofo,opportunity [52] sister,proo [52] diamondandsilk,allow [49] mofo,calls [49] well,looks Top Word Pairs in Tweet in G8:
[32] covid,vaccine [31] covid,19 [17] 400,price [17] moderna,ceo [17] 'consistent,value' [17] vaccine,'consistent [17] ceo,400 [17] hike,covid [17] price,hike [16] slashdot,moderna Top Word Pairs in Tweet in G9:
[23] write,column [23] estado,1st [23] column,dishonored [23] newspaper,estado [23] student,write [23] 1st,student [23] dishonored,decent [23] decent,journalism [22] acharem,normal [22] olharem,acharem Top Word Pairs in Tweet in G10:
[30] many,vaccinated [30] vaccinated,people [29] randpaul,many [29] many,lies [29] still,covid [28] people,know [28] know,still [28] fauci,accountable [28] hold,fauci [28] covid,many Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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Top Replied-To in G6:
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Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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 G9:
Top Tweeters in G10: