The graph represents a network of 5,642 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 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 09:25 UTC.
The tweets in the network were tweeted over the 1241-day, 13-hour, 21-minute period from Thursday, 26 September 2019 at 11:38 UTC to Sunday, 19 February 2023 at 00:59 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 : 5642
Unique Edges : 3061
Edges With Duplicates : 11150
Total Edges : 14211
Number of Edge Types : 9
Retweet : 3192
MentionsInRetweet : 4217
Tweet : 915
Replies to : 1705
MentionsInReplyTo : 3473
Mentions : 385
Quote : 152
MentionsInQuoteReply : 33
MentionsInQuote : 139
Self-Loops : 1159
Reciprocated Vertex Pair Ratio : 0.0280645630362076
Reciprocated Edge Ratio : 0.0545968882602546
Connected Components : 772
Single-Vertex Connected Components : 270
Maximum Vertices in a Connected Component : 3170
Maximum Edges in a Connected Component : 9072
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.479415
Graph Density : 0.000222141772198671
Modularity : 0.484113
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,642 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 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 09:25 UTC.
The tweets in the network were tweeted over the 1241-day, 13-hour, 21-minute period from Thursday, 26 September 2019 at 11:38 UTC to Sunday, 19 February 2023 at 00:59 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:
[456] ppe,contract [372] 25m,ppe [349] design,company [346] submitting,accounts [346] awarded,25m [346] struck,without [346] company,awarded [346] without,submitting [346] contract,applies [346] applies,struck Top Word Pairs in Tweet in G1:
[58] berlusconi,forza_italia [49] rinviabile,chiedo [49] non,sia [49] messo,subito [49] venga,messo [49] come,ppe [49] più,rinviabile [49] sia,più [49] ritengo,tema [49] chiedo,venga Top Word Pairs in Tweet in G2:
[243] #torycorruption,#generalelectionnow [243] #generalelectionnow,#nondom [243] #nondom,#greencard [242] #greencard,infosys [242] infosys,#russia [238] #russia,#moderna [238] #moderna,#gove [222] #gove,#michellemone [209] #michellemone,#ppe [196] #ppe,#fraud Top Word Pairs in Tweet in G3:
[117] ad,umiliarsi [117] mubarak,costringi [117] ti,diverti [117] umiliarsi,fai [117] col,bunga [117] caro,silvio [117] silvio,finchè [117] costringi,parlamento [117] bunga,ti [117] diverti,col Top Word Pairs in Tweet in G4:
[136] ppe,fraud [133] 14,9bn [129] costs,costs [129] johnson,cost [129] fraud,14 [129] truss,lost [129] costs,2bn [129] incarceration,costs [129] 2bn,year [129] including,incarceration Top Word Pairs in Tweet in G5:
[301] contract,applies [301] design,company [301] 25m,ppe [301] company,awarded [301] struck,without [301] applies,struck [301] submitting,accounts [301] ppe,contract [301] without,submitting [301] awarded,25m Top Word Pairs in Tweet in G6:
[27] forza,italia [24] vm2ppe,#섹트 [20] 성주출장안ㅁㅏ,아줌마 [20] ppe,berlusconi [19] vertice,napoli [18] 아줌마,성주유부녀 [18] 성주유부녀,vm2ppe [15] night,写真集電子書籍 [15] never,ending [15] ppe,ヤングガンガンデジタル限定写真集 Top Word Pairs in Tweet in G7:
[108] greg,hands [65] ppe,deal [44] broke,lockdown [44] rules,government [44] government,prescribed [44] lockdown,rules [44] prescribed,went [43] carolvorders,greg [42] went,make [42] make,mates Top Word Pairs in Tweet in G8:
[168] parlamentare,pres [168] decisione,non [168] dal,parlamento [168] presa,dal [168] autorizzare,audizione [168] non,stata [168] stata,presa [168] audizione,parlamentare [168] non,autorizzare [168] pres,ce Top Word Pairs in Tweet in G9:
[140] windfall,tax [137] ppe,suppliers [136] tax,ppe [133] ian,hislop [133] hislop,windfall [131] smirks,#bbcqt [131] suppliers,robert [131] robert,jenrick [131] jenrick,smirks [130] implausibleblog,ian Top Word Pairs in Tweet in G10:
[100] artist,po_ppe_ [99] ecchisama_,artist [8] ecchisama_,po_ppe_ [4] oh,istriku [4] dan,indah [4] dan,indahh [2] buahsusumu,begitu [2] istriku,sayangg [2] bagaikan,permata [2] sekksihh,dan 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 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: