The graph represents a network of 5,335 Twitter users whose recent tweets contained "PPE", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/28/2022 5:00:34 PM. The network was obtained from Twitter on Thursday, 29 December 2022 at 10:35 UTC.
The tweets in the network were tweeted over the 1176-day, 8-hour, 34-minute period from Wednesday, 09 October 2019 at 16:25 UTC to Thursday, 29 December 2022 at 00:59 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 5335
Unique Edges : 2570
Edges With Duplicates : 11208
Total Edges : 13778
Number of Edge Types : 9
Replies to : 1163
MentionsInReplyTo : 2687
Retweet : 3852
MentionsInRetweet : 4850
MentionsInQuote : 120
Mentions : 247
Tweet : 641
Quote : 138
MentionsInQuoteReply : 80
Self-Loops : 831
Reciprocated Vertex Pair Ratio : 0.0227731334678582
Reciprocated Edge Ratio : 0.044532130777903
Connected Components : 527
Single-Vertex Connected Components : 169
Maximum Vertices in a Connected Component : 3690
Maximum Edges in a Connected Component : 10428
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 4.759556
Graph Density : 0.00024935964541452
Modularity : 0.470863
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,335 Twitter users whose recent tweets contained "PPE", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 12/28/2022 5:00:34 PM. The network was obtained from Twitter on Thursday, 29 December 2022 at 10:35 UTC.
The tweets in the network were tweeted over the 1176-day, 8-hour, 34-minute period from Wednesday, 09 October 2019 at 16:25 UTC to Thursday, 29 December 2022 at 00:59 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : PPE
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:
[1085] sending,dick [1085] tory,minister [1085] minister,forced [1085] dick,pics [1085] brooks,newmark [1085] journo,posing [1085] newmark,tory [1085] pics,journo [1085] remember,brooks [1085] stand,down Top Word Pairs in Tweet in G1:
[878] forced,stand [878] dick,pics [878] pics,journo [878] brooks,newmark [878] remember,brooks [878] journo,posing [878] posing,tory [878] newmark,tory [878] sending,dick [878] stand,down Top Word Pairs in Tweet in G2:
[223] #generalstrikenow,force [223] need,public [222] force,#generalelectionn0w [222] public,inquiry [222] #generalelectionn0w,need [219] inquiry,#ppe [213] #ppe,profiteering [207] profiteering,force [198] force,#michellemoon [189] michaelgove,#sunakout61 Top Word Pairs in Tweet in G3:
[183] 18,million [175] ppe,fraud [172] sonofr,ppe [162] million,recovered [141] involved,fraud [141] far,problem [141] fraud,18 [141] recovered,far [141] fraud,massive [141] massive,won Top Word Pairs in Tweet in G4:
[124] matt,hancock [123] heart,warming [122] video,himself [122] himself,clapping [122] moment,matt [122] hancock,handed [122] someone,phone [122] warming,moment [122] phone,video [122] clapping,nhs Top Word Pairs in Tweet in G5:
[30] ppe,fraud [29] cash,ppe [29] fraud,branded [29] claw,back [29] efforts,claw [29] back,cash [28] branded,pitiful [28] ministers,efforts [9] never,ending [9] dmm,ppe Top Word Pairs in Tweet in G6:
[35] michelle,mone [25] ppe,contracts [23] carolvorders,michelle [17] publish,really [17] british,gov [17] strike,first [17] really,bad [17] time,history [17] first,time [17] important,things Top Word Pairs in Tweet in G7:
[104] million,pound [104] multi,million [98] being,awarded [98] pound,contracts [97] firms,history [97] lane,conservative [97] awarded,multi [97] conservative,politicians [97] politicians,saw [97] fast,lane Top Word Pairs in Tweet in G8:
[120] level,biohazards [119] rabies,monkeypox [119] biohazard,level [119] biohazards,include [119] sars,cov [119] level,biohazard [119] include,hiv [119] anthrax,rabies [119] tuberculosis,anthrax [119] cov,level Top Word Pairs in Tweet in G9:
[68] vip,lane [68] track,trace [66] lane,ppe [65] ppe,testing [65] acquisitions,vip [65] testing,services [65] enquiry,acquisitions [65] trace,contracts [65] services,track [65] public,enquiry Top Word Pairs in Tweet in G10:
[116] paid,himself [116] covid,ppe [116] ppe,went [116] went,unused [116] sunday,times [116] 13m,covid [116] boss,paid [116] times,sunday [116] himself,13m [116] unused,times Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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 Replied-To in G10:
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:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: