The graph represents a network of 10,449 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 Monday, 20 December 2021 at 08:26 UTC.
The requested start date was Monday, 20 December 2021 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 2-day, 0-hour, 4-minute period from Wednesday, 15 December 2021 at 12:13 UTC to Friday, 17 December 2021 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 : 10449
Unique Edges : 5386
Edges With Duplicates : 11873
Total Edges : 17259
Number of Edge Types : 5
Retweet : 5351
MentionsInRetweet : 6055
Tweet : 3441
Replies to : 481
Mentions : 1931
Self-Loops : 3479
Reciprocated Vertex Pair Ratio : 0.00547467960681846
Reciprocated Edge Ratio : 0.0108897413686425
Connected Components : 3196
Single-Vertex Connected Components : 1197
Maximum Vertices in a Connected Component : 1645
Maximum Edges in a Connected Component : 3477
Maximum Geodesic Distance (Diameter) : 32
Average Geodesic Distance : 11.487093
Graph Density : 7.40213861625276E-05
Modularity : 0.546066
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,449 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 Monday, 20 December 2021 at 08:26 UTC.
The requested start date was Monday, 20 December 2021 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 2-day, 0-hour, 4-minute period from Wednesday, 15 December 2021 at 12:13 UTC to Friday, 17 December 2021 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:
[6440] covid,19 [307] positive,covid [279] 19,cases [256] contra,covid [238] 19,vaccine [209] 19,vaccines [203] tested,positive [157] 19,vaccination [153] omicron,variant [130] public,health Top Word Pairs in Tweet in G1:
[972] covid,19 [51] 19,vaccine [40] contra,covid [31] 19,cases [25] omicron,variant [22] positive,covid [19] 19,pandemic [17] 19,omicron [16] 19,booster [15] 19,vaccination Top Word Pairs in Tweet in G2:
[56] covid,19 [10] sans,test [10] olivier,véran [8] #covid19,#noël [8] risque,majeur [8] trop,nombreux [8] nombreux,table [8] table,sans [8] test,vaccin [8] prévient,olivier Top Word Pairs in Tweet in G3:
[125] covid,19 [98] members,know [98] hard,time [87] know,fans [87] fans,having [87] having,hard [87] time,wasn [87] wasn,covid [87] 19,ve [87] ve,met Top Word Pairs in Tweet in G4:
[54] covid,19 [38] délivrance,d'ivermectine [38] d'ivermectine,d'antibios [38] d'antibios,empêchée [38] empêchée,parce [38] parce,accord [38] accord,conclu [38] conclu,ue [38] ue,pfizer [38] pfizer,stipule Top Word Pairs in Tweet in G5:
[101] positive,covid [96] covid,19 [71] three,more [62] players,test [62] test,positive [57] more,players [47] chelsea,three [36] tested,positive [33] covid,top [33] top,kovacic Top Word Pairs in Tweet in G6:
[79] covid,19 [28] 19,cases [27] dozens,republican [27] republican,democratic [27] democratic,lawmakers [27] lawmakers,capitol [27] capitol,hill [27] hill,invested [27] invested,companies [27] companies,direct Top Word Pairs in Tweet in G7:
[113] covid,19 [84] dr,peter [84] peter,mccullough [83] 19,dr [82] bigger,public [82] public,health [82] health,crisis [82] crisis,censorship [82] censorship,covid [82] mccullough,joe Top Word Pairs in Tweet in G8:
[6] covid,19 [3] booster,vaccines [3] vaccines,work [3] work,protect [3] protect,people [3] people,against [3] against,omicron [3] omicron,variant [3] variant,currently [3] currently,need Top Word Pairs in Tweet in G9:
[91] covid,19 [75] omicron,wave [62] bloomberg,south [62] south,africa [62] africa,hospitalization [62] hospitalization,rate [62] rate,plunges [62] plunges,omicron [62] wave,identified [62] identified,covid Top Word Pairs in Tweet in G10:
[100] covid,19 [43] 19,vaccines [28] millions,migrants [25] tens,millions [25] migrants,denied [25] denied,covid [25] vaccines,global [25] global,program [25] program,major [25] major,manufacturers Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: