The graph represents a network of 6,098 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 10:36 UTC.
The tweets in the network were tweeted over the 1074-day, 18-hour, 13-minute period from Sunday, 29 March 2020 at 06:46 UTC to Thursday, 09 March 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 : 6098
Unique Edges : 2829
Edges With Duplicates : 11136
Total Edges : 13965
Number of Edge Types : 9
Retweet : 3664
MentionsInRetweet : 4479
Tweet : 616
Replies to : 1388
MentionsInReplyTo : 3178
MentionsInQuote : 209
Mentions : 267
Quote : 127
MentionsInQuoteReply : 37
Self-Loops : 813
Reciprocated Vertex Pair Ratio : 0.0233697173243773
Reciprocated Edge Ratio : 0.0456720907972104
Connected Components : 595
Single-Vertex Connected Components : 144
Maximum Vertices in a Connected Component : 3173
Maximum Edges in a Connected Component : 7705
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.750861
Graph Density : 0.000196694383190567
Modularity : 0.497339
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 6,098 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 3/8/2023 5:00:33 PM. The network was obtained from Twitter on Thursday, 09 March 2023 at 10:36 UTC.
The tweets in the network were tweeted over the 1074-day, 18-hour, 13-minute period from Sunday, 29 March 2020 at 06:46 UTC to Thursday, 09 March 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:
[1886] climate,change [1885] rail,workers [1885] tough,nurses [1885] tories,tough [1885] refugees,rail [1885] nurses,refugees [1885] protestors,easy [1885] workers,climate [1885] change,protestors [1884] easy,tax Top Word Pairs in Tweet in G1:
[1830] rail,workers [1830] tough,nurses [1830] workers,climate [1830] climate,change [1830] nurses,refugees [1830] change,protestors [1830] tories,tough [1830] protestors,easy [1830] easy,tax [1830] evaders,ppe Top Word Pairs in Tweet in G2:
[105] #tory,peer [99] peer,#michellemone [98] #michellemone,jets [90] nca_uk,#tory [90] money,nca_uk [81] jets,lavish [81] lavish,7m [81] 7m,algarve [81] villa,bought [81] algarve,villa Top Word Pairs in Tweet in G3:
[297] ホロライブコラボ,表紙 [297] ppeが担当中だよ,getできるのは今日まで [297] ヤングジャンプ,ホロライブコラボ [297] getできるのは今日まで,ラストチャンス [297] ラストチャンス,逃さないでね [297] センターグラビアを,ppeが担当中だよ [297] 表紙,巻頭 [297] 巻頭,センターグラビアを [296] kokoro777pp,ヤングジャンプ [28] コラボのシールもついてくるよ,みんなとってもかわいいので Top Word Pairs in Tweet in G4:
[143] defrauding,treasury [143] billions,keep [143] sell,ppe [143] people,boats [143] friends,defrauding [143] boats,sell [143] ppe,contracts [143] contracts,friends [143] treasury,billions [142] emergencybod,people Top Word Pairs in Tweet in G5:
[11] ppe,fit [10] offshore,workers [10] fit,female [10] female,offshore [7] protective,equipment [7] personal,protective [7] use,ppe [5] equipment,ppe [4] learn,more [4] paid,full Top Word Pairs in Tweet in G6:
[13] jllacapelle,ppe [10] parti,politique [10] organise,parlement [10] européen,#lr [10] ppe,parti [10] parlement,événement [10] politique,européen [10] #lr,organise [10] aux,#migrants [10] l'aide,aux Top Word Pairs in Tweet in G7:
[96] ppe,socialistas [96] audiencia,pública [96] propuso,ecr [96] comunistas,bloquean [96] nombres,propuso [96] socialistas,verdes [96] bloquean,nombres [96] verdes,comunistas [96] ecr,audiencia [95] hermanntertsch,ppe Top Word Pairs in Tweet in G8:
[36] ppe,loan [34] loan,forgiven [32] 700,ppe [32] 998,700 [20] mullin,998 [20] markwayne,mullin [20] rep,markwayne [20] grifter,rep [20] len_future,grifter [19] kkn2jazzz,len_future Top Word Pairs in Tweet in G9:
[2] jjm_1994,scotfax [2] jeffbro47421173,07985bill [2] sensiblescots,dragonsinger52 [2] davidni61157349,littleguyfaux [2] martin19911950,eoghanoneill_w [2] nosaidfred,johnstuartwilso [2] fatval999,furlough [2] johnstuartwilso,antcol85 [2] tomlinjeanne,lesleygoldie2 [2] fgheel,scjohnston Top Word Pairs in Tweet in G10:
[87] foreign,interference [86] 2019,foreign [86] 12,redacted [86] publicly,examined [86] interference,review [86] report,global [86] examined,report [86] redacted,2019 [86] available,publicly [86] global,news 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 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: