The graph represents a network of 5,767 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 3/9/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 10 March 2023 at 09:09 UTC.
The tweets in the network were tweeted over the 3217-day, 13-hour, 37-minute period from Sunday, 18 May 2014 at 11:22 UTC to Friday, 10 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 : 5767
Unique Edges : 3139
Edges With Duplicates : 11042
Total Edges : 14181
Number of Edge Types : 9
Retweet : 3217
MentionsInRetweet : 4362
Replies to : 1862
MentionsInReplyTo : 3280
Tweet : 754
MentionsInQuote : 138
Mentions : 330
Quote : 195
MentionsInQuoteReply : 43
Self-Loops : 1014
Reciprocated Vertex Pair Ratio : 0.0302556818181818
Reciprocated Edge Ratio : 0.0587343168344133
Connected Components : 753
Single-Vertex Connected Components : 198
Maximum Vertices in a Connected Component : 2752
Maximum Edges in a Connected Component : 7578
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.442171
Graph Density : 0.00021811879411733
Modularity : 0.486743
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,767 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 3/9/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 10 March 2023 at 09:09 UTC.
The tweets in the network were tweeted over the 3217-day, 13-hour, 37-minute period from Sunday, 18 May 2014 at 11:22 UTC to Friday, 10 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:
[584] tax,return [583] investigations,needed [574] russia,fraud [530] easy,tax [530] rail,workers [530] tough,nurses [530] tories,tough [530] refugees,rail [530] nurses,refugees [530] protestors,easy Top Word Pairs in Tweet in G1:
[504] rail,workers [504] tough,nurses [504] workers,climate [504] climate,change [504] nurses,refugees [504] change,protestors [504] tories,tough [504] protestors,easy [504] easy,tax [504] evaders,ppe Top Word Pairs in Tweet in G2:
[68] tory,mps [66] mps,cheerleaders [66] garylineker,member [66] more,upset [66] upset,tweet [66] member,lords [66] telling,tory [66] cheerleaders,more [66] tweet,garylineker [65] carryonkeith,telling Top Word Pairs in Tweet in G3:
[290] johnson,russia [290] needed,sunak [290] fraud,partygate [290] return,johnson [290] partygate,inquiry [290] covid,murdering [290] tax,return [290] russia,fraud [290] sunak,tax [290] list,investigations Top Word Pairs in Tweet in G4:
[244] tax,return [244] investigations,needed [242] #sunakout,tax [242] needed,#sunakout [241] return,#johnsontheliar [235] russia,fraud [234] #johnsontheliar,russia [232] fraud,#partygate [231] #partygate,#covid [222] loan,fraud Top Word Pairs in Tweet in G5:
[38] conservatives,priority [35] money,back [31] energy,prices [30] tory,lies [30] lies,brexit [30] strikes,inflation [30] vote,tory [30] food,shortages [30] corruption,nhs [30] brexit,corruption Top Word Pairs in Tweet in G6:
[15] poe,poe [7] learn,more [7] ppe,women [6] lack,proper [6] proper,ppe [6] size,fit [6] one,size [6] women,dangerous [6] fit,lack [5] personal,protective Top Word Pairs in Tweet in G7:
[96] michelle,mone [65] dido,harding [65] resources,dido [65] legal,fees [65] fees,mps [65] finite,resources [65] mone,ppe [65] expenses,cronyism [65] mps,expenses [65] jenrick,finite Top Word Pairs in Tweet in G8:
[175] defrauding,treasury [175] billions,keep [175] sell,ppe [175] people,boats [175] friends,defrauding [175] boats,sell [175] ppe,contracts [175] contracts,friends [175] treasury,billions [174] emergencybod,people Top Word Pairs in Tweet in G9:
[6] agenda,environnemental [6] agissent,explique [6] derrière,agenda [6] explique,fxbellamy [6] fxbellamy,député [6] environnemental,intérêts [6] intérêts,extrêmement [6] extrêmement,puissants [6] puissants,agissent [5] rejects,hostile Top Word Pairs in Tweet in G10:
[138] ホロライブコラボ,表紙 [138] ppeが担当中だよ,getできるのは今日まで [138] ヤングジャンプ,ホロライブコラボ [138] getできるのは今日まで,ラストチャンス [138] ラストチャンス,逃さないでね [138] センターグラビアを,ppeが担当中だよ [138] 表紙,巻頭 [138] 巻頭,センターグラビアを [137] kokoro777pp,ヤングジャンプ [83] laslogh,kokoro777pp 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: