The graph represents a network of 9,313 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 18 May 2022 at 07:19 UTC.
The requested start date was Wednesday, 18 May 2022 at 00:01 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 2-day, 0-hour, 24-minute period from Sunday, 15 May 2022 at 11:53 UTC to Tuesday, 17 May 2022 at 12:17 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 : 9313
Unique Edges : 5074
Edges With Duplicates : 11721
Total Edges : 16795
Number of Edge Types : 5
Retweet : 5227
MentionsInRetweet : 6129
Tweet : 3033
Mentions : 1957
Replies to : 449
Self-Loops : 3142
Reciprocated Vertex Pair Ratio : 0.0060857179852389
Reciprocated Edge Ratio : 0.0120978120978121
Connected Components : 2745
Single-Vertex Connected Components : 1192
Maximum Vertices in a Connected Component : 756
Maximum Edges in a Connected Component : 1740
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 8.241945
Graph Density : 8.95959644040422E-05
Modularity : 0.529548
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,313 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 18 May 2022 at 07:19 UTC.
The requested start date was Wednesday, 18 May 2022 at 00:01 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 2-day, 0-hour, 24-minute period from Sunday, 15 May 2022 at 11:53 UTC to Tuesday, 17 May 2022 at 12:17 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-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:
[6167] covid,19 [294] 19,pandemic [252] contra,covid [237] 19,vaccine [186] grup,toplantımız [165] casos,covid [158] #covid19,#covid_19 [139] pandemi,covid [138] north,korea [129] résilier,contrat Top Word Pairs in Tweet in G1:
[1092] covid,19 [65] 19,pandemic [49] 19,vaccine [31] contra,covid [30] north,korea [25] #covid,19 [25] during,covid [21] mei,2022 [20] 19,deaths [19] kasus,covid Top Word Pairs in Tweet in G2:
[87] nytimes,coronavirus [71] coronavirus,cases [71] cases,spreading [71] spreading,alarming [71] alarming,rate [71] rate,particularly [71] particularly,northeast [71] northeast,midwest [71] midwest,average [58] covid,19 Top Word Pairs in Tweet in G3:
[83] covid,19 [75] résilier,contrat [67] curieuse,action [67] action,eu_commission [67] eu_commission,#valneva [67] #valneva,décide [67] décide,résilier [67] contrat,valnevase [67] valnevase,fourniture [66] v_joron,curieuse Top Word Pairs in Tweet in G4:
[178] grup,toplantımız [118] tbmm,grup [112] covid,19 [105] mhp,tbmm [89] salı,günü [89] günü,yarın [89] yarın,saat [89] saat,10 [89] 10,45'te [89] 45'te,yapılacaktır Top Word Pairs in Tweet in G5:
[72] covid,19 [21] million,people [13] 19,vaccine [13] served,puppet [13] puppet,chinese [13] chinese,communist [13] communist,party [13] party,helped [13] helped,communist [13] communist,china Top Word Pairs in Tweet in G6:
[137] covid,19 [62] wabunge,wa [49] adui,yetu [37] wa,covid [37] tumemaliza,kazi [37] kazi,yetu [35] kesi,mahakamani [34] mahakama,kuu [31] hawa,covid [30] 19,hawana Top Word Pairs in Tweet in G7:
[75] covid,19 [60] bbc,covering [60] covering,covid [60] 19,situation [60] situation,north [60] north,korea [59] paynieone,bbc [31] speaker,house [31] house,official [31] official,honor Top Word Pairs in Tweet in G8:
[48] incroyable,commission [48] commission,européenne [48] européenne,veut [48] veut,résilier [48] résilier,contrat [48] contrat,vaccins [48] vaccins,covid [48] covid,#valvena [48] #valvena,société [48] société,française Top Word Pairs in Tweet in G9:
[41] covid,19 [28] mentira,unam_mx [28] unam_mx,haya [28] haya,retirado [28] retirado,médicos [28] médicos,hospitales [28] hospitales,haya [28] haya,cooperado [28] cooperado,atender [28] atender,emergencia Top Word Pairs in Tweet in G10:
[78] covid,19 [74] djttracker,breaking [72] breaking,over [72] over,163 [72] 163,billion [72] billion,covid [72] 19,pandemic [72] pandemic,unemployment [72] unemployment,benefits [72] benefits,lost Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: