The graph represents a network of 5,671 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 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 09:48 UTC.
The tweets in the network were tweeted over the 1042-day, 10-hour, 23-minute period from Monday, 04 May 2020 at 13:36 UTC to Monday, 13 March 2023 at 00:00 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 : 5671
Unique Edges : 2992
Edges With Duplicates : 11139
Total Edges : 14131
Number of Edge Types : 9
Retweet : 3892
MentionsInRetweet : 5242
Replies to : 1367
MentionsInReplyTo : 2967
Tweet : 354
Quote : 90
Mentions : 160
MentionsInQuoteReply : 12
MentionsInQuote : 47
Self-Loops : 486
Reciprocated Vertex Pair Ratio : 0.022190314580342
Reciprocated Edge Ratio : 0.0434171880985826
Connected Components : 468
Single-Vertex Connected Components : 74
Maximum Vertices in a Connected Component : 3651
Maximum Edges in a Connected Component : 9657
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.061007
Graph Density : 0.00024354236427357
Modularity : 0.512404
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,671 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 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 09:48 UTC.
The tweets in the network were tweeted over the 1042-day, 10-hour, 23-minute period from Monday, 04 May 2020 at 13:36 UTC to Monday, 13 March 2023 at 00:00 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:
[1321] 10bn,ppe [1194] 12,5bn [1194] more,10bn [1192] total,spend [1192] spend,12 [1191] tories,wasted [1191] wasted,more [1191] ppe,total [1190] 5bn,perhaps [1190] forgotten,tories Top Word Pairs in Tweet in G1:
[1058] 10bn,ppe [1057] 12,5bn [1056] seems,forgotten [1056] spend,12 [1056] total,spend [1056] greg,seems [1056] 5bn,perhaps [1056] wasted,more [1056] tories,wasted [1056] forgotten,tories Top Word Pairs in Tweet in G2:
[731] human,rights [730] gary,lineker [730] marcus,rashford [730] rights,marcus [729] children,war [728] war,hero [728] rashford,feed [728] school,children [727] feed,school [727] speak,human Top Word Pairs in Tweet in G3:
[262] junior,doctors [254] cost,paying [254] figures,stevebarclay [254] paying,junior [254] inflated,figures [254] re,worth [254] stevebarclay,full [254] today,wildly [254] despite,today [254] doctors,re Top Word Pairs in Tweet in G4:
[232] conservatives,cchqpress [161] jeremy_hunt,conservatives [157] greghands,jeremy_hunt [72] greghands,conservatives [59] ppe,contracts [47] track,trace [34] public,finances [29] test,trace [28] 10bn,ppe [28] twocitiesnickie,conservatives Top Word Pairs in Tweet in G5:
[129] 10bn,ppe [113] ppe,written [113] kwarteng,cost [113] pre,pandemic [113] track,trace [113] truss,kwarteng [113] 74bn,test [113] trace,37bn [113] rises,understocked [113] ppe,price Top Word Pairs in Tweet in G6:
[109] michelle,mone [108] algarve,6m [108] partner,landed [108] private,jet [108] landed,7m [108] villa,algarve [108] 6m,private [108] 7m,villa [108] jet,villa [108] mone,partner Top Word Pairs in Tweet in G7:
[99] governments,cared [99] ppe,vax [99] pandemic,ppe [99] tests,etc [99] everything,involved [99] involved,pandemic [99] done,non [99] vax,tests [99] cared,everything [99] etc,done Top Word Pairs in Tweet in G8:
[34] remember,folks [34] havn,mentioned [34] attached,havn [33] folks,knock [33] door,mention [33] mention,attached [33] knock,door [32] ppe,mates [32] fighting,multiple [32] continual,lies Top Word Pairs in Tweet in G9:
[68] footwear,sharp [68] started,try [68] humans,wear [68] 1goodtern,started [68] try,explain [68] ppe,first [68] everything,humans [68] explain,everything [68] wear,started [68] first,footwear Top Word Pairs in Tweet in G10:
[15] rishisunak,tax [15] husband,millions [15] happened,michellemone [15] happened,rishisunak [15] tax,affairs [15] fraudster,husband [15] millions,happened [15] michellemone,fraudster [14] annief1,happened [14] boat,people 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: