The graph represents a network of 5,911 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 1/12/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 13 January 2023 at 09:09 UTC.
The tweets in the network were tweeted over the 1192-day, 4-hour, 4-minute period from Tuesday, 08 October 2019 at 20:55 UTC to Friday, 13 January 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 : 5911
Unique Edges : 2813
Edges With Duplicates : 11106
Total Edges : 13919
Number of Edge Types : 9
Retweet : 3892
MentionsInRetweet : 5008
Tweet : 584
MentionsInReplyTo : 2873
Replies to : 1098
MentionsInQuote : 34
Mentions : 179
MentionsInQuoteReply : 161
Quote : 90
Self-Loops : 786
Reciprocated Vertex Pair Ratio : 0.0198991031390135
Reciprocated Edge Ratio : 0.0390217092607859
Connected Components : 604
Single-Vertex Connected Components : 174
Maximum Vertices in a Connected Component : 4097
Maximum Edges in a Connected Component : 10408
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.69016
Graph Density : 0.00020833565914706
Modularity : 0.499216
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,911 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 1/12/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 13 January 2023 at 09:09 UTC.
The tweets in the network were tweeted over the 1192-day, 4-hour, 4-minute period from Tuesday, 08 October 2019 at 20:55 UTC to Friday, 13 January 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:
[1245] parlement,européen [1244] pourrait,être [1244] être,exclu [1244] exclu,parlement [1243] venir,répondre [1243] questions,#pfizer [1243] suite,refus [1243] européen,demande [1243] répondre,questions [1243] refus,venir Top Word Pairs in Tweet in G1:
[1238] parlement,européen [1237] répondre,questions [1237] européen,demande [1237] refus,venir [1237] exclu,parlement [1237] suite,refus [1237] venir,répondre [1237] questions,#pfizer [1237] pourrait,être [1237] être,exclu Top Word Pairs in Tweet in G2:
[481] tory,party [479] rentgate,boris [479] morally,corrupt [479] johnson,living [479] 20m,home [479] partygate,turns [479] corrupt,lies [479] home,tory [479] living,donor's [479] party,morally Top Word Pairs in Tweet in G3:
[573] work,harder [572] tory,ministers [572] nurses,faces [572] wearing,ppe [572] saw,nurses [572] cut,long [572] faces,cut [572] shifts,wearing [572] nurses,work [572] ppe,saw Top Word Pairs in Tweet in G4:
[45] ppe,fraud [44] labour,always [44] rishi,sunak [42] sunak,rishisunak [42] money,rishi [42] rishisunak,ppe [42] run,people's [42] people's,money [42] always,run [42] old,labour Top Word Pairs in Tweet in G5:
[68] vip,ppe [68] ppe,lane [63] centralbylines,scottbentonmp [59] scottbentonmp,pay [58] keep,vip [58] pay,keep [58] lining,pockets [58] stop,lining [58] open,stop [58] pockets,those Top Word Pairs in Tweet in G6:
[18] never,ending [18] dmm,ppe [18] halloween,night [18] ppe,ヤングガンガンデジタル限定写真集 [18] ヤングガンガンデジタル限定写真集,never [18] night,写真集電子書籍 [18] ending,halloween [7] michelle,mone [5] ppe,contracts [4] pipe,fitter Top Word Pairs in Tweet in G7:
[53] track,trace [49] don,know [48] worth,knowing [48] those,don [48] partner,heads [48] know,michelle [48] goodlawproject,revealed [48] revealed,partner [48] michelle,worth [48] knowing,goodlawproject Top Word Pairs in Tweet in G8:
[40] case,admin [40] goes,admin [40] admin,doesn [40] admin,fighting [40] ashish,goes [40] fighting,prevent [40] hard,case [40] doesn,hard [39] ppetoheros,ashish [39] prevent,worke Top Word Pairs in Tweet in G9:
[96] stv,applying [96] ferries,scottish [96] forensics,resurrecting [96] tory,peer [96] husband,fled [96] peer,mone [96] mone,husband [96] scottish,tory [96] watergate,forensics [96] resurrecting,ferries Top Word Pairs in Tweet in G10:
[76] biological,sciences [67] best,educated [67] matthancock,ppe [67] discuss,vaccines [67] studied,biological [67] ppe,graduate [67] vaccines,matthancock [67] graduate,abridgen [67] abridgen,studied [67] educated,discuss Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
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: