The graph represents a network of 10,398 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 26 December 2022 at 09:41 UTC.
The requested start date was Monday, 26 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 0-hour, 4-minute period from Thursday, 22 December 2022 at 12:15 UTC to Sunday, 25 December 2022 at 12:19 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 10398
Unique Edges : 5768
Edges With Duplicates : 11823
Total Edges : 17591
Number of Edge Types : 5
Retweet : 5340
MentionsInRetweet : 6115
Replies to : 1150
Mentions : 1968
Tweet : 3018
Self-Loops : 3076
Reciprocated Vertex Pair Ratio : 0.00346580406654344
Reciprocated Edge Ratio : 0.00690766751093714
Connected Components : 2823
Single-Vertex Connected Components : 890
Maximum Vertices in a Connected Component : 2428
Maximum Edges in a Connected Component : 5324
Maximum Geodesic Distance (Diameter) : 29
Average Geodesic Distance : 11.935612
Graph Density : 8.03455758863964E-05
Modularity : 0.555711
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 10,398 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 26 December 2022 at 09:41 UTC.
The requested start date was Monday, 26 December 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 0-hour, 4-minute period from Thursday, 22 December 2022 at 12:15 UTC to Sunday, 25 December 2022 at 12:19 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[1619] covid,19 [225] manuelrico,hoy [185] aprobó,protocolo [185] días,gobierno [185] protocolo,impedía [185] trasladar,hospital [185] impedía,trasladar [184] hospital,residentes [182] gobierno,ayuso [182] ayuso,aprobó Top Word Pairs in Tweet in G1:
[218] covid,19 [19] covin,tía [19] chula,bicho [19] comadre,covid [19] don,edgarito [19] mamá,comadre [19] covid,cuidarnos [19] fiebre,mamá [19] edgarito,covin [19] anda,full Top Word Pairs in Tweet in G2:
[50] covid,19 [45] स,थ [38] त,र [36] health,ministers [35] व,स [34] र,य [33] state,health [32] need,panic [31] meeting,state [28] review,meeting Top Word Pairs in Tweet in G3:
[225] manuelrico,hoy [185] aprobó,protocolo [185] días,gobierno [185] trasladar,hospital [185] impedía,trasladar [185] protocolo,impedía [184] hospital,residentes [182] ayuso,aprobó [182] gobierno,ayuso [164] residentes,vulner Top Word Pairs in Tweet in G4:
[22] covid,19 [19] effets,indésirables [18] maladie,allemande [18] l'assurance,maladie [18] allemande,été [18] dévoiler,effets [18] droit,l'information [18] nom,droit [18] été,obligée [18] l'information,dévoiler Top Word Pairs in Tweet in G5:
[28] top,white [28] zoom,call [28] white,house [28] dr,jha [28] advisor,dr [28] covid,19 [28] recent,zoom [28] covid,advisor [28] house,covid [26] covidians,top Top Word Pairs in Tweet in G6:
[103] covid,19 [83] many,families [83] fully,recover [83] families,fully [83] effects,covid [83] tigray,many [83] devastating,effects [83] recover,devastating [83] 19,pandemic [81] pandemic,top Top Word Pairs in Tweet in G7:
[12] réponse,cette [12] ursula,leyen [12] laquelle,exigeons [12] exigeons,toujours [12] toujours,réponse [12] fin,2022 [12] 2022,pourquoi [12] question,laquelle [12] cette,fin [12] pourquoi,ursula Top Word Pairs in Tweet in G8:
[45] breaking,news [43] covid,vaccines [43] warn,world [43] doctors,warn [43] news,doctors [42] spartajustice,breaking [37] toxic,lethal [37] world,stop [37] stop,taking [37] vaccines,toxic Top Word Pairs in Tweet in G9:
[30] climate,change [21] mask,never [21] juice,travelled [21] family,guess [21] hugged,kissed [21] wore,mask [21] never,wore [21] never,isolated [21] never,took [21] throughout,hugged Top Word Pairs in Tweet in G10:
[52] grand,jury [52] supreme,court [52] investigate,mrna [52] jury,investigate [52] florida,supreme [42] mrna,covid [32] covid,19 [26] vaccine,manufacturers [26] 19,vaccine [24] desantis,grand Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G7:
Top Replied-To in G8:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: