The graph represents a network of 4,379 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 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 12:17 UTC.
The tweets in the network were tweeted over the 732-day, 3-hour, 46-minute period from Thursday, 11 February 2021 at 21:13 UTC to Tuesday, 14 February 2023 at 01:00 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 : 4379
Unique Edges : 1446
Edges With Duplicates : 10659
Total Edges : 12105
Number of Edge Types : 9
Retweet : 4594
MentionsInRetweet : 5365
Tweet : 257
Replies to : 498
MentionsInReplyTo : 1132
Quote : 53
MentionsInQuote : 64
Mentions : 137
MentionsInQuoteReply : 5
Self-Loops : 324
Reciprocated Vertex Pair Ratio : 0.00763110894625751
Reciprocated Edge Ratio : 0.015146632291331
Connected Components : 217
Single-Vertex Connected Components : 33
Maximum Vertices in a Connected Component : 3578
Maximum Edges in a Connected Component : 10445
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.749226
Graph Density : 0.000323713691879022
Modularity : 0.418145
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,379 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 2/13/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 14 February 2023 at 12:17 UTC.
The tweets in the network were tweeted over the 732-day, 3-hour, 46-minute period from Thursday, 11 February 2021 at 21:13 UTC to Tuesday, 14 February 2023 at 01:00 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:
[1223] ppe,contract [990] dodgy,ppe [971] test,trace [939] spent,dodgy [939] billions,spent [938] ppe,tests [938] funding,includes [938] nhs,funding [938] tests,test [938] includes,billions Top Word Pairs in Tweet in G1:
[737] dodgy,ppe [732] includes,billions [732] test,trace [732] reminder,record [732] billions,spent [732] tests,test [732] record,nhs [732] ppe,tests [732] trace,contracts [732] spent,dodgy Top Word Pairs in Tweet in G2:
[668] ppe,contract [636] matt,hancock [629] gave,ppe [629] hancock,gave [629] contract,sisters [629] company,owned [629] denied,confronted [629] 20,denied [629] confronted,covered [629] owned,20 Top Word Pairs in Tweet in G3:
[348] greg,hands [312] tory,chairman [307] ppe,deal [304] land,25m [301] helped,land [301] 25m,ppe [273] deal,firm [262] chairman,greg [242] hands,helped [236] investigation,found Top Word Pairs in Tweet in G4:
[264] tory,chairman [210] greg,hands [135] ppe,deal [118] luxe,lifestyle [116] ppe,contract [113] mark,higton [107] lifestyle,company [104] covid,ppe [102] 25m,covid [102] company,never Top Word Pairs in Tweet in G5:
[147] scale,paying [147] paying,children [147] made,catastrophe [147] failed,tory [147] brexit,failed [147] children,pay [147] tory,made [147] catastrophe,epic [147] epic,scale [146] snb19692,brexit Top Word Pairs in Tweet in G6:
[194] taxpayers,money [190] due,diligence [190] vip,lanes [190] hands,without [190] private,hands [190] diligence,using [190] using,vip [190] ppe,didn [190] money,private [190] transfer,taxpayers Top Word Pairs in Tweet in G7:
[179] ppe,contract [150] greg,hands [138] 25,8m [138] 8m,ppe [135] won,25 [135] firm,won [134] tory,activist [133] company,employees [133] ppe,company [133] contract,tory Top Word Pairs in Tweet in G8:
[83] alone,scared [83] people,dying [83] emergency,people [83] tories',first [83] dying,alone [83] tens,thousands [83] many,tories' [83] time,national [83] national,emergency [83] thousands,many Top Word Pairs in Tweet in G9:
[4] shawnhereth,skepticalmutant [4] drdavidmoore11,lummhandy [4] sjs856,ogilville1 [4] dense_evi,sasquatch4eva [4] jaytee116james,jkelleyk [4] monstercoyliar,pouldeau61 [4] trumpbangskids,docdeezwhat [4] theroyalrant,doom37455413 [4] docdeezwhat,drdavidmoore11 [4] giannmi,saluce65 Top Word Pairs in Tweet in G10:
[3] republicains_an,deputesdem [3] deputesre,republicains_an [2] eppgroup,pompiersfr [2] olivierfalorni,christophebechu [2] ppe_fr,eppgroup [2] mlp_officiel,j_bardella [2] #chasse,olivierfalorni [2] ppe_fr,mlp_officiel [2] deputesdem,deputespcf [2] massacre,#chasse 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 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: