The graph represents a network of 13,032 Twitter users whose recent tweets contained "#DeltaVariant", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 15 June 2021 at 00:19 UTC.
The tweets in the network were tweeted over the 10-hour, 16-minute period from Monday, 14 June 2021 at 11:30 UTC to Monday, 14 June 2021 at 21:46 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 : 13032
Unique Edges : 19113
Edges With Duplicates : 7147
Total Edges : 26260
Number of Edge Types : 5
Retweet : 15160
MentionsInRetweet : 7038
Tweet : 2255
Replies to : 646
Mentions : 1161
Self-Loops : 2374
Reciprocated Vertex Pair Ratio : 0.00126794137039103
Reciprocated Edge Ratio : 0.00253267146185797
Connected Components : 1407
Single-Vertex Connected Components : 998
Maximum Vertices in a Connected Component : 10442
Maximum Edges in a Connected Component : 23183
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 3.751118
Graph Density : 0.000116252508126369
Modularity : 0.577645
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 13,032 Twitter users whose recent tweets contained "#DeltaVariant", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 15 June 2021 at 00:19 UTC.
The tweets in the network were tweeted over the 10-hour, 16-minute period from Monday, 14 June 2021 at 11:30 UTC to Monday, 14 June 2021 at 21:46 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 : TwitterSearch
Graph Term : #DeltaVariant
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:
[2676] 16,patients [2558] patients,healthcare [2232] dose,vaccinated [1660] more,severe [1620] 90,96 [1611] 96,#covid19 [1610] caused,#deltavariant [1610] #deltavariant,32 [1607] delta,cases [1607] cases,visiting Top Word Pairs in Tweet in G1:
[2023] 16,patients [1941] patients,healthcare [1583] dose,vaccinated [1349] 90,96 [1344] 96,#covid19 [1344] #deltavariant,32 [1343] #covid19,caused [1343] caused,#deltavariant [1343] 32,delta [1343] delta,cases Top Word Pairs in Tweet in G2:
[417] boris,johnson [260] calling,#deltavariant [252] flights,india [243] raging,covid [240] fuck,calling [240] #deltavariant,know [240] know,reason [240] reason,re [240] re,being [240] being,overwhelmed Top Word Pairs in Tweet in G3:
[68] delta,variant [44] #deltavariant,#covid19 [43] #covid19,#deltavariant [43] #พราวม,กep9 [38] #smoothlikebutter,#deltavariant [36] #deltavariant,#cheguevara [34] daily,dose [34] #lockdownextension,#พราวม [34] กep9,#جادة_يد_بيد [34] #جادة_يد_بيد,#تبرع_بالدم Top Word Pairs in Tweet in G4:
[639] boris,johnson [622] freedom,day [619] delay,freedom [618] day,covid [618] covid,restrictions [618] restrictions,entirely [618] entirely,fault [618] fault,boris [618] johnson,decided [618] decided,bring Top Word Pairs in Tweet in G5:
[342] published,thelancet [341] thelancet,#deltavariant [341] #deltavariant,experience [341] experience,scotland [341] scotland,#vaccineswork [341] #vaccineswork,az [341] az,appeared [341] appeared,less [341] less,effective [341] effective,pfizer Top Word Pairs in Tweet in G6:
[537] fully,vaccinated [526] #deltavariant,still [526] still,wearing [526] wearing,mask [526] mask,public [526] public,despite [526] despite,being [526] being,fully [526] vaccinated,covid [526] covid,over Top Word Pairs in Tweet in G7:
[577] more,severe [514] vickigsp,independentsage [499] ht,vickigsp [487] video,part [485] hospitalization,risk [479] vaccine,efficacy [478] neutralization,dose [478] dose,enough [477] risk,lower [476] biggest,worry Top Word Pairs in Tweet in G8:
[465] whcos,ronaldklain [459] everyone,12 [329] dose,vaccinated [302] dose,vaccine [277] fully,vaccinated [244] dose,isn [244] isn,enough [243] #deltavariant,keeps [243] keeps,awake [243] awake,night Top Word Pairs in Tweet in G9:
[191] covid,variant [191] variant,dangerous [191] dangerous,political [191] political,variant [191] variant,#deltavariant [120] covid,restrictions [106] literally,nobody [106] nobody,live [106] live,under [106] under,covid Top Word Pairs in Tweet in G10:
[121] wollte,sagen [121] sagen,#corona [121] #corona,vorbei [121] vorbei,#deltavariant [121] #deltavariant,braucht [121] braucht,vollständige [121] vollständige,impfung [121] impfung,gewissen [121] gewissen,schutz [121] schutz,selbst Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
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:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G9:
Top Tweeters in G10: