The graph represents a network of 4,884 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 2/14/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 15 February 2023 at 08:54 UTC.
The tweets in the network were tweeted over the 1021-day, 3-hour, 51-minute period from Wednesday, 29 April 2020 at 21:08 UTC to Wednesday, 15 February 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 : 4884
Unique Edges : 1202
Edges With Duplicates : 10413
Total Edges : 11615
Number of Edge Types : 9
Retweet : 4494
MentionsInRetweet : 5001
Replies to : 553
MentionsInReplyTo : 967
Tweet : 318
Mentions : 156
MentionsInQuote : 57
Quote : 63
MentionsInQuoteReply : 6
Self-Loops : 414
Reciprocated Vertex Pair Ratio : 0.0106420097697139
Reciprocated Edge Ratio : 0.0210598998791645
Connected Components : 313
Single-Vertex Connected Components : 87
Maximum Vertices in a Connected Component : 3584
Maximum Edges in a Connected Component : 9173
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.636785
Graph Density : 0.000242907625664128
Modularity : 0.439309
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 4,884 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 2/14/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 15 February 2023 at 08:54 UTC.
The tweets in the network were tweeted over the 1021-day, 3-hour, 51-minute period from Wednesday, 29 April 2020 at 21:08 UTC to Wednesday, 15 February 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:
[1752] creme,eggs [1752] 200,000 [1308] 000,000 [1304] cadbury,creme [1304] 000,cadbury [1301] going,jail [1300] cream,eggs [1300] eggs,jail [1300] 000,cream [1297] mone,steals Top Word Pairs in Tweet in G1:
[1101] 000,000 [1098] 000,cream [1098] cream,eggs [1097] eggs,jail [1095] steals,334 [1095] creme,eggs [1095] 200,000 [1095] 334,000 [1095] 000,cadbury [1095] cadbury,creme Top Word Pairs in Tweet in G2:
[492] dodgy,ppe [490] trace,contracts [490] record,nhs [490] spent,dodgy [490] reminder,record [490] tests,test [490] nhs,funding [490] ppe,tests [490] funding,includes [490] test,trace Top Word Pairs in Tweet in G3:
[125] greg,hands [78] tory,chairman [68] ppe,deal [63] 25m,ppe [62] land,25m [60] helped,land [58] #torycorruption,#generalelectionnow [58] #greencard,infosys [58] #russia,#moderna [58] infosys,#russia Top Word Pairs in Tweet in G4:
[244] 200,000 [244] creme,eggs [214] 000,creme [207] steal,200 [207] prison,sentence [207] 122m,worth [207] unusable,ppe [207] eggs,prison [207] sentence,sell [207] nhs,122m Top Word Pairs in Tweet in G5:
[256] creme,eggs [256] 200,000 [188] greg,hands [187] 000,creme [186] story,'vip [186] guy,stealing [186] scandals,likes [186] lane',scandals [186] stealing,200 [186] eggs,newsworthy Top Word Pairs in Tweet in G6:
[76] greghands,twocitiesnickie [45] greg,hands [34] tory,chairman [26] well,well [24] mark,higton [23] ppe,contract [20] chairman,greg [17] ppe,deal [16] ppe,contracts [16] ppe,corruption Top Word Pairs in Tweet in G7:
[102] ppe,contract [79] struck,without [79] byline,times [78] design,company [78] company,awarded [78] applies,struck [78] submitting,accounts [78] without,submitting [78] contract,applies [78] 25m,ppe Top Word Pairs in Tweet in G8:
[97] manufacturing,hub [94] northumbria,healthcare [94] nhs,amazing [94] visit,northumbria [94] inspiring,visit [94] hub,today [94] amazing,hubs [94] healthcare,manufacturing [94] see,ppe [94] today,see Top Word Pairs in Tweet in G9:
[82] matt,hancock [77] ppe,contract [74] contract,sister's [74] sister's,company [74] today's,tory [74] corruption,matt [74] tory,corruption [74] hancock,awarded [74] 20,interest [74] awarded,ppe Top Word Pairs in Tweet in G10:
[128] ppe更衣室,更新 [113] 更新,'ˎˊ [113] 今回は,バレンタイン動画だよ [113] 'ˏˋ,ppe更衣室 [113] コゲ臭い匂いや悲鳴,が聞こえてきた [113] 'ˎˊ,今回は [113] バレンタイン動画だよ,レシピ見ないで私のためにケーキ作ってくれたんだけど [113] レシピ見ないで私のためにケーキ作ってくれたんだけど,コゲ臭い匂いや悲鳴 [112] enako_cos,'ˏˋ [15] えなこちゃんの為にレシピを見ずに,お菓子を作ってみたけど 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 G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: