The graph represents a network of 5,377 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 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 12:19 UTC.
The tweets in the network were tweeted over the 2846-day, 23-hour, 54-minute period from Thursday, 23 April 2015 at 01:06 UTC to Tuesday, 07 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 : 5377
Unique Edges : 3512
Edges With Duplicates : 10413
Total Edges : 13925
Number of Edge Types : 9
Retweet : 4326
MentionsInRetweet : 6812
Replies to : 701
MentionsInReplyTo : 1413
Tweet : 311
Quote : 84
Mentions : 160
MentionsInQuote : 88
MentionsInQuoteReply : 30
Self-Loops : 436
Reciprocated Vertex Pair Ratio : 0.0147058823529412
Reciprocated Edge Ratio : 0.0289855072463768
Connected Components : 347
Single-Vertex Connected Components : 78
Maximum Vertices in a Connected Component : 4242
Maximum Edges in a Connected Component : 11693
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.691639
Graph Density : 0.000284051283243444
Modularity : 0.461483
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,377 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 2/6/2023 5:00:35 PM. The network was obtained from Twitter on Tuesday, 07 February 2023 at 12:19 UTC.
The tweets in the network were tweeted over the 2846-day, 23-hour, 54-minute period from Thursday, 23 April 2015 at 01:06 UTC to Tuesday, 07 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:
[2230] hedge,fund [2228] sees,pandemic [2228] profits,soar [2228] linked,hedge [2228] sunak,linked [2228] soar,109m [2228] pandemic,profits [2228] fund,sees [2227] report,goodlawproject [2227] 109m,report Top Word Pairs in Tweet in G1:
[2078] hedge,fund [2077] soar,109m [2077] sees,pandemic [2077] sunak,linked [2077] linked,hedge [2077] profits,soar [2077] fund,sees [2077] pandemic,profits [2076] report,goodlawproject [2076] ahem,sunak Top Word Pairs in Tweet in G2:
[369] unused,ppe [367] 25,40 [367] ppe,paid [367] around,25 [367] 40,hospitals [367] 14,9b [367] withorpe,14 [367] squandered,unused [367] paid,around [367] tories,intention Top Word Pairs in Tweet in G3:
[415] 19,wards [415] staff,working [415] working,covid [415] covid,19 [409] addenbrooke,hospital [409] cambridge,upgraded [409] upgraded,face [409] filtering,face [409] face,masks [409] face,piece Top Word Pairs in Tweet in G4:
[360] ffp3,respirators [359] big,surprise [359] once,ffp3 [359] introduced,number [359] respirators,introduced [359] surprise,physics [359] number,cases [359] physics,once [358] blakemmurdoch,big [358] cases,att Top Word Pairs in Tweet in G5:
[53] #ppe,#torylies [53] #torylies,#torytaxevasion [53] #torytaxevasion,#brexitbritain [53] #brexitbritain,conservatives [53] #torycriminals,#ppe [52] #brexit,#torybrexitdisaster [52] #torybrexitdisaster,#torycriminals [51] conservatives,#toryhypocrisy [51] #toryhypocrisy,#brexitausterity [50] #brexitausterity,#brexitlies Top Word Pairs in Tweet in G6:
[165] 19,wards [165] covid,19 [164] working,covid [164] staff,working [153] upgrading,ppe [151] yaneerbaryam,upgrading [149] acquired,infections [149] infections,dramatically [149] ppe,staff [149] wards,cut Top Word Pairs in Tweet in G7:
[126] id,snp [126] adams,phone [126] rabb,being [126] corruption,rabb [126] phone,self [126] being,bully [126] self,id [126] phone,tory [126] miss,phone [126] tory,corruption Top Word Pairs in Tweet in G8:
[10] never,ending [10] dmm,ppe [10] halloween,night [10] ppe,ヤングガンガンデジタル限定写真集 [10] ヤングガンガンデジタル限定写真集,never [10] night,写真集電子書籍 [10] ending,halloween [5] covid,19 [4] 19,wards [4] ffp3,respirators Top Word Pairs in Tweet in G9:
[18] michelle,mone [12] address,85 [12] ones,address [12] skinny,wee [12] 85,great [12] london,w1 [12] street,london [12] wee,building [12] w1,ppe [12] ppe,medpro Top Word Pairs in Tweet in G10:
[10] job,boys [10] sleaze,cronyism [10] gravy,train [10] conservative,gravy [10] train,corruption [10] during,ppe [10] cronyism,job [10] donors,matés [10] matés,perfected [10] perfected,during 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 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: