The graph represents a network of 5,921 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 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 08:04 UTC.
The tweets in the network were tweeted over the 1088-day, 9-hour, 6-minute period from Tuesday, 10 March 2020 at 15:54 UTC to Saturday, 04 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 : 5921
Unique Edges : 2271
Edges With Duplicates : 9873
Total Edges : 12144
Number of Edge Types : 9
Retweet : 4162
MentionsInRetweet : 4774
Tweet : 1097
MentionsInReplyTo : 945
Replies to : 569
Mentions : 416
Quote : 72
MentionsInQuote : 51
MentionsInQuoteReply : 58
Self-Loops : 1372
Reciprocated Vertex Pair Ratio : 0.0122077028885832
Reciprocated Edge Ratio : 0.0241209444538814
Connected Components : 997
Single-Vertex Connected Components : 332
Maximum Vertices in a Connected Component : 2609
Maximum Edges in a Connected Component : 5960
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 10.247666
Graph Density : 0.000167948940326917
Modularity : 0.513008
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,921 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 3/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 March 2023 at 08:04 UTC.
The tweets in the network were tweeted over the 1088-day, 9-hour, 6-minute period from Tuesday, 10 March 2020 at 15:54 UTC to Saturday, 04 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:
[3553] covid,19 [366] armas,biológicas [308] 26,laboratorios [308] tesoro,usa [308] usa,26 [308] laboratorios,armas [308] ex,subsecretaria [308] subsecretaria,tesoro [299] biológicas,ucrania [253] origen,covid Top Word Pairs in Tweet in G1:
[336] covid,19 [15] 19,pandemic [15] 19,vaccine [11] origen,covid [10] contra,covid [10] 19,vaccines [10] origins,covid [7] bill,gates [6] información,origen [6] respiratory,syncytial Top Word Pairs in Tweet in G2:
[299] subsecretaria,tesoro [299] ex,subsecretaria [299] usa,26 [299] 26,laboratorios [299] laboratorios,armas [299] tesoro,usa [290] armas,biológicas [290] biológicas,ucrania [176] urgente,confesión [176] confesión,ex Top Word Pairs in Tweet in G3:
[208] covid,19 [167] 19,#chávezcorazóndelospueblos [166] ironiza,credibilidad [166] hipótesis,fbi [166] ee,uu [166] origen,covid [166] pekín,ironiza [166] uu,hipótesis [166] credibilidad,ee [166] fbi,origen Top Word Pairs in Tweet in G4:
[114] covid,19 [88] os,26 [88] 26,laboratórios [88] ucrânia,eram [88] laboratórios,armas [67] 19,foi [66] eram,administrados [66] administrados,pelos [66] armas,biológicas [66] foi,fabricado Top Word Pairs in Tweet in G5:
[134] covid,19 [40] 19,protocols [36] harrelson,don [36] 'absurd',harrelson [36] sets,'absurd' [36] protocols,movie [36] harrelson,slams [36] slams,covid [36] feel,forced [36] don,feel Top Word Pairs in Tweet in G6:
[57] covid,19 [11] vigilantfox,dr [10] 19,vaccine [9] risch,professor [9] emeritus,epidemiology [9] leader,speaking [9] epidemiology,instrumental [9] professor,emeritus [9] instrumental,thought [9] thought,leader Top Word Pairs in Tweet in G7:
[136] covid,19 [62] 'muerto,estrangulado [62] científico,ruso [62] ayudó,crear [62] crear,vacuna [62] 19,encontrado [62] encontrado,'muerto [62] sputnik,covid [62] ruso,ayudó [62] vacuna,sputnik Top Word Pairs in Tweet in G8:
[127] wokeness,killed [127] nikki,haley [127] dangerous,pandemic [127] more,dangerous [127] pandemic,2020 [127] haley,wokeness [127] killed,people [127] wokeness,more [127] 2020,wokeness [126] aaronparnas,nikki Top Word Pairs in Tweet in G9:
[125] covid,19 [80] origins,covid [79] ahem,origins [79] oranges,ahem [79] debate,over [79] resurgence,debate [79] 19,hope [79] hope,helps [79] thoughts,resurgence [79] over,oranges Top Word Pairs in Tweet in G10:
[90] covid,19 [23] covid,death [23] death,shot [23] increase,aids [23] military,records [23] shot,rollout [23] 500,increase [23] appears,those [23] rollout,appears [23] aids,covid Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
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:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: