The graph represents a network of 5,758 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 08:03 UTC.
The tweets in the network were tweeted over the 1069-day, 6-hour, 7-minute period from Friday, 03 April 2020 at 18:52 UTC to Thursday, 09 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 : 5758
Unique Edges : 2175
Edges With Duplicates : 9980
Total Edges : 12155
Number of Edge Types : 9
Replies to : 573
MentionsInReplyTo : 984
Retweet : 4257
MentionsInRetweet : 4927
Tweet : 871
Mentions : 374
Quote : 75
MentionsInQuote : 27
MentionsInQuoteReply : 67
Self-Loops : 1125
Reciprocated Vertex Pair Ratio : 0.00834863917181499
Reciprocated Edge Ratio : 0.0165590329524756
Connected Components : 884
Single-Vertex Connected Components : 277
Maximum Vertices in a Connected Component : 3173
Maximum Edges in a Connected Component : 7475
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.140491
Graph Density : 0.000182178507424973
Modularity : 0.496659
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,758 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 08:03 UTC.
The tweets in the network were tweeted over the 1069-day, 6-hour, 7-minute period from Friday, 03 April 2020 at 18:52 UTC to Thursday, 09 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:
[4361] covid,19 [1158] robert,redfield [1090] cdc,director [1087] former,cdc [793] gain,function [791] breaking,former [719] created,gain [661] director,robert [639] 19,virus [629] function,research Top Word Pairs in Tweet in G1:
[701] covid,19 [576] robert,redfield [563] former,cdc [563] cdc,director [550] breaking,former [511] gain,function [507] created,gain [507] function,research [404] virus,created [403] director,robert Top Word Pairs in Tweet in G2:
[483] covid,19 [418] years,covid [418] few,years [418] last,few [418] 19,jan [418] biggest,media [418] 'insurrection','safe [418] lies,last [418] jan,'insurrection' [418] 'safe,effective' Top Word Pairs in Tweet in G3:
[247] covid,19 [154] former,cdc [152] robert,redfield [150] cdc,director [129] dr,robert [125] director,dr [98] origins,covid [92] jim_jordan,fire [92] 19,former [92] hearing,congressman Top Word Pairs in Tweet in G4:
[278] covid,19 [24] 19,pandemic [14] 19,vaccine [12] cdc,director [12] former,cdc [12] 19,vaccines [11] robert,redfield [11] graphene,oxide [10] mental,health [9] contra,covid Top Word Pairs in Tweet in G5:
[230] covid,19 [78] ed,dowd [78] injection,experimental [78] wait',ed [78] experimental,vaccine [78] never,trusted [78] 19,injection [78] down,never [78] breaks,down [78] gonna,wait' Top Word Pairs in Tweet in G6:
[162] robert,redfield [160] exdirector,cdc [152] última,hora [141] usa,confiesa [141] plandemia,robert [141] pandemia,plandemia [141] cdc,usa [141] hora,oficial [141] redfield,exdirector [141] oficial,pandemia Top Word Pairs in Tweet in G7:
[175] covid,19 [149] research,created [149] funded,research [149] millions,blew [149] created,covid [149] 19,killed [149] blew,nordstream [149] nordstream,pipelines [149] govt,funded [149] pipelines,act Top Word Pairs in Tweet in G8:
[162] covid,19 [129] jim,jordan [127] anthony,fauci [126] dr,anthony [121] origins,covid [120] fauci,deceiving [120] jordan,rips [120] people,origins [120] rep,jim [120] rips,dr Top Word Pairs in Tweet in G9:
[102] covid,19 [96] director,robert [96] cdc,director [96] former,cdc [95] reveals,covid [95] breaking,former [95] created,gain [95] 19,virus [95] robert,redfield [95] virus,created Top Word Pairs in Tweet in G10:
[66] covid,19 [30] extremist,position [16] pandemic,over [15] wanting,more [15] over,extremist [15] 19,protections [15] protections,pandemic [15] position,extremist [15] more,covid [14] luckytran,wanting Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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 G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: