The graph represents a network of 10,672 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 Wednesday, 30 November 2022 at 08:47 UTC.
The requested start date was Wednesday, 30 November 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 4-day, 0-hour, 4-minute period from Friday, 25 November 2022 at 12:15 UTC to Tuesday, 29 November 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 : 10672
Unique Edges : 5604
Edges With Duplicates : 12057
Total Edges : 17661
Number of Edge Types : 5
Retweet : 5425
MentionsInRetweet : 6159
Tweet : 2992
Replies to : 1193
Mentions : 1892
Self-Loops : 3053
Reciprocated Vertex Pair Ratio : 0.00402160174652419
Reciprocated Edge Ratio : 0.00801098649576562
Connected Components : 2831
Single-Vertex Connected Components : 795
Maximum Vertices in a Connected Component : 2051
Maximum Edges in a Connected Component : 4369
Maximum Geodesic Distance (Diameter) : 32
Average Geodesic Distance : 12.678224
Graph Density : 7.67292766324176E-05
Modularity : 0.556931
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 10,672 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 Wednesday, 30 November 2022 at 08:47 UTC.
The requested start date was Wednesday, 30 November 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 4-day, 0-hour, 4-minute period from Friday, 25 November 2022 at 12:15 UTC to Tuesday, 29 November 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:
[1399] covid,19 [422] zero,covid [188] covid,policy [158] contra,covid [148] enforcing,covid [143] xi,jinping [120] twitter,longer [120] long,covid [119] covid,lockdowns [118] matt,hancock Top Word Pairs in Tweet in G1:
[182] covid,19 [53] zero,covid [40] covid,covid [34] covid,policy [28] china,covid [19] casos,covid [18] xi,jinping [13] #covid,19 [13] covid,protests [13] china's,covid Top Word Pairs in Tweet in G2:
[63] diversas,vezes [63] tomou,várias [63] joelma,tomou [63] derrames,avcs [63] covid,diversas [63] teve,covid [63] teve,derrames [63] doses,teve [63] vezes,agora [63] várias,doses Top Word Pairs in Tweet in G3:
[25] covid,19 [25] free,speech [24] critic,covid [24] speech,advocate [24] lbrycom,elonmusk [24] yesterday,asked [24] elonmusk,free [24] advocate,critic [24] whether,thoughts [24] asked,elonmusk Top Word Pairs in Tweet in G4:
[42] covid,magnifique [42] change,sa [42] expression,covid [42] twitter,change [42] sa,politique [42] liberté,expression [42] instant,autorise [42] politique,instant [42] magnifique,victoire [42] nouveau,liberté Top Word Pairs in Tweet in G5:
[20] non,vaccinés [18] soignants,non [14] covid,19 [13] politique,obtient [13] international,quand [13] quand,mélange [13] mélange,sanitaire [13] cohen,grand [13] cyrille,cohen [13] grand,immunologue Top Word Pairs in Tweet in G6:
[59] covid,19 [53] policy,twitter [53] enforcing,covid [53] twitter,longer [53] 19,misinformation [53] misinformation,policy [53] longer,enforcing [53] reports,january [53] breaking,twitter [53] january,2020 Top Word Pairs in Tweet in G7:
[15] covid,19 [14] hell',covid [14] care,'cold [14] maybe,please [14] 'cold,hell' [14] genuinely,care [14] covid,maybe [14] give,people [14] please,give [13] 1goodtern,genuinely Top Word Pairs in Tweet in G8:
[38] covid,19 [35] misinformation,policy [35] 19,misinformation [30] twitter,stopped [30] november,23rd [30] stopped,enforcing [30] policy,november [30] enforcing,covid [29] breaking,twitter [28] alx,breaking Top Word Pairs in Tweet in G9:
[17] tests,yes [17] covid,tests [17] yes,freedom [15] xi,jinping [14] covid,19 [11] china,covid [11] ballouxfrancois,covid [11] covid,zero [10] looking,good [10] freedom,hours Top Word Pairs in Tweet in G10:
[116] covid,19 [64] vtvcanal8,#prevención [62] combate,covid [62] combinación,mascarilla [62] mascarilla,vacunas [62] #prevención,combate [62] mejor,combinación [62] 19,mejor [62] vacunas,sé [62] consciente,cuídate Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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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 G9:
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:
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Top Tweeters in G9:
Top Tweeters in G10: