The graph represents a network of 5,704 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 09:23 UTC.
The tweets in the network were tweeted over the 1128-day, 7-hour, 18-minute period from Friday, 07 February 2020 at 17:41 UTC to Sunday, 12 March 2023 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 : 5704
Unique Edges : 1764
Edges With Duplicates : 11065
Total Edges : 12829
Number of Edge Types : 9
Retweet : 4047
MentionsInRetweet : 4517
Replies to : 1224
MentionsInReplyTo : 2282
MentionsInQuoteReply : 53
Tweet : 340
Quote : 91
Mentions : 193
MentionsInQuote : 82
Self-Loops : 461
Reciprocated Vertex Pair Ratio : 0.0240720608790185
Reciprocated Edge Ratio : 0.0470124355474674
Connected Components : 429
Single-Vertex Connected Components : 56
Maximum Vertices in a Connected Component : 3814
Maximum Edges in a Connected Component : 8563
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.158205
Graph Density : 0.000202705743563032
Modularity : 0.476922
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,704 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 3/11/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 12 March 2023 at 09:23 UTC.
The tweets in the network were tweeted over the 1128-day, 7-hour, 18-minute period from Friday, 07 February 2020 at 17:41 UTC to Sunday, 12 March 2023 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:
[1955] gary,lineker [1932] human,rights [1930] marcus,rashford [1930] rights,marcus [1874] school,children [1872] feed,school [1872] rashford,feed [1871] speak,human [1871] lineker,speak [1871] war,hero Top Word Pairs in Tweet in G1:
[1806] war,hero [1805] feed,school [1805] rashford,feed [1805] school,children [1804] children,war [1804] human,rights [1804] gary,lineker [1804] marcus,rashford [1804] holte,gary [1804] speak,human Top Word Pairs in Tweet in G2:
[312] ppe,companies [312] nothing,away [312] russian,links [312] everything,nothing [312] eyes,everything [312] away,forgotten [312] forgotten,russian [312] companies,contracts [312] keep,eyes [312] money,ppe Top Word Pairs in Tweet in G3:
[392] abridgen,hancock [391] scientific,given [391] things,anti [391] hancock,accused [391] analysis,telegraph [391] sumption,analysis [391] accused,being [391] being,things [391] jonathan,sumption [391] anti,scientific Top Word Pairs in Tweet in G4:
[209] government,officials [209] corrupt,money [209] stolen,government [209] lost,64bn [209] officials,johnson [209] johnson,lost [209] britain,rated [209] rated,corrupt [209] money,stolen [208] 64bn,hancoc Top Word Pairs in Tweet in G5:
[50] ppe,deal [50] greg,hands [40] corruption,take [40] hands,ppe [40] illegal,corruption [40] take,place [40] place,one [40] deal,world [40] world,story [40] story,illegal Top Word Pairs in Tweet in G6:
[26] ppe,contracts [17] ppe,companies [16] stop,boats [14] tory,pals [14] paid,taxpayer [14] going,paid [14] money,stop [14] taxpayer,money [14] companies,before [14] type,tory Top Word Pairs in Tweet in G7:
[92] dumping,nca [92] bullied,fearful [92] judiciary,environment [92] condones,sewage [92] fearful,judiciary [92] nca,sfo [92] agency,condones [92] environment,agency [92] sewage,dumping [92] sfo,whose Top Word Pairs in Tweet in G8:
[28] ppe,mates [28] continual,lies [28] covid,ppe [28] mates,rates [27] folks,knock [27] door,mention [27] remember,folks [27] mention,attached [27] fighting,multiple [27] rates,deals Top Word Pairs in Tweet in G9:
[23] baroness,mone [22] mone,mayfair [19] dodgy,ppe [17] forget,behind [17] brexi,fash [17] dog,whistling [17] whistling,propaganda [17] fash,racist [17] today's,brexi [17] anti,asylum Top Word Pairs in Tweet in G10:
[82] emergencia,iii [82] convencion,contrato [82] firmar,contrato [82] vamos,firmar [82] iii,convencion [82] debe,declararse [82] declararse,emergencia [82] colectivo,vamos [82] contrato,colectivo [82] sector,educativo 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 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: