The graph represents a network of 6,006 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 3/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 March 2023 at 08:04 UTC.
The tweets in the network were tweeted over the 1095-day, 9-hour, 6-minute period from Tuesday, 10 March 2020 at 15:54 UTC to Saturday, 11 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 : 6006
Unique Edges : 2523
Edges With Duplicates : 9835
Total Edges : 12358
Number of Edge Types : 9
Replies to : 605
Tweet : 1387
Retweet : 4011
MentionsInRetweet : 4522
MentionsInReplyTo : 1213
Mentions : 406
Quote : 95
MentionsInQuoteReply : 46
MentionsInQuote : 73
Self-Loops : 1651
Reciprocated Vertex Pair Ratio : 0.0112690707350902
Reciprocated Edge Ratio : 0.0222869878278759
Connected Components : 1200
Single-Vertex Connected Components : 424
Maximum Vertices in a Connected Component : 2625
Maximum Edges in a Connected Component : 6275
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.77899
Graph Density : 0.000161731135919312
Modularity : 0.506603
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,006 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 3/10/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 11 March 2023 at 08:04 UTC.
The tweets in the network were tweeted over the 1095-day, 9-hour, 6-minute period from Tuesday, 10 March 2020 at 15:54 UTC to Saturday, 11 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:
[3655] covid,19 [344] house,voted [321] breaking,house [310] director,national [303] national,intelligence [295] intelligence,declassify [279] declassify,info [260] voted,419 [241] bill,requires [240] origins,covid Top Word Pairs in Tweet in G1:
[425] covid,19 [53] spring,covid [52] 19,boosters [48] boosters,available [48] available,soon [48] virus,baru [48] announces,spring [48] virus,virus [25] pandemi,covid [24] bermunculan,dari Top Word Pairs in Tweet in G2:
[231] covid,19 [190] 19,#chávezinmortal [129] orígenes,covid [129] rastreo,orígenes [129] ee,uu [129] política,rastreo [129] uu,detener [129] insta,nuevo [129] nuevo,ee [129] detener,manipulación Top Word Pairs in Tweet in G3:
[110] covid,19 [96] tony,fauci [96] fauci,francis [95] jay,bhattacharya [95] talking,tony [95] bhattacharya,nbc [95] stanford,prof [95] nbc,talking [95] collins,controlling [95] science,covid Top Word Pairs in Tweet in G4:
[195] covid,19 [46] 19,vaccines [44] exemption,letters [44] vaccine,click [44] paper,card [44] taking,vaccine [44] 19,digital [44] boosters,exemption [44] qr,certificate [44] without,taking Top Word Pairs in Tweet in G5:
[225] house,voted [223] breaking,house [219] intelligence,declassify [219] declassify,info [219] director,national [219] national,intelligence [218] bill,requires [218] 419,pass [218] pass,bill [218] voted,419 Top Word Pairs in Tweet in G6:
[126] covid,19 [80] proyecto,ley [76] última,hora [57] ley,requiere [56] requiere,director [55] eduardomenoni,última [54] vota,419 [54] hora,derriba [54] 419,proyecto [54] plandemia,congreso Top Word Pairs in Tweet in G7:
[173] formula,kills [173] removed,market [173] baby,formula [173] couple,babies [173] babies,entire [173] kills,couple [173] entire,product [173] product,removed [172] vacsafety,baby [34] covid,19 Top Word Pairs in Tweet in G8:
[135] covid,19 [29] declassify,information [24] 19,origin [24] origin,act [24] biden,administration [18] passed,bill [17] 聚焦武毒所,国会通过新冠溯源情报解密法案并送交拜登总统签署 [17] administration,declassify [16] voachinese,聚焦武毒所 [15] origins,covid Top Word Pairs in Tweet in G9:
[93] covid,19 [72] contracted,covid [52] last,week [51] already,know [51] someone,visited [51] visited,home [51] know,contracted [51] students,already [51] 19,last [51] colleagues,students Top Word Pairs in Tweet in G10:
[116] covid,19 [41] 19,vaccine [28] 19,origins [26] voted,419 [26] house,voted [26] breaking,house [25] last,step [25] origins,last [25] 419,favor [25] favor,declassification Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: