The graph represents a network of 5,700 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 1/14/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 15 January 2023 at 09:24 UTC.
The tweets in the network were tweeted over the 1788-day, 16-hour, 34-minute period from Wednesday, 21 February 2018 at 08:25 UTC to Sunday, 15 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 : 5700
Unique Edges : 3083
Edges With Duplicates : 11385
Total Edges : 14468
Number of Edge Types : 9
Retweet : 3753
MentionsInRetweet : 4762
MentionsInReplyTo : 3547
Replies to : 1335
Tweet : 627
Mentions : 168
Quote : 124
MentionsInQuote : 71
MentionsInQuoteReply : 81
Self-Loops : 821
Reciprocated Vertex Pair Ratio : 0.026284348864994
Reciprocated Edge Ratio : 0.0512223515715949
Connected Components : 574
Single-Vertex Connected Components : 140
Maximum Vertices in a Connected Component : 3350
Maximum Edges in a Connected Component : 8608
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 4.802705
Graph Density : 0.00023799189146757
Modularity : 0.506278
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,700 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 1/14/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 15 January 2023 at 09:24 UTC.
The tweets in the network were tweeted over the 1788-day, 16-hour, 34-minute period from Wednesday, 21 February 2018 at 08:25 UTC to Sunday, 15 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:
[988] test,trace [905] private,sector [904] trace,programme [903] sector,test [903] 12,5bn [903] 37bn,private [903] difference,pandemic [903] programme,made [903] pandemic,12 [903] measurable,difference Top Word Pairs in Tweet in G1:
[815] test,trace [814] difference,pandemic [814] pandemic,12 [814] trace,programme [814] 37bn,private [814] made,measurable [814] programme,made [814] measurable,difference [814] sector,test [814] private,sector Top Word Pairs in Tweet in G2:
[408] tory,donor [321] 11million,deliver [321] deliver,ppe [319] mirrorpolitics,tory [300] firm,paid [300] getting,5million [300] paid,11million [300] donor,firm [300] 5million,incinerate [300] ppe,getting Top Word Pairs in Tweet in G3:
[261] 30p,lee [261] money,question [261] lee,tell [261] spending,money [261] tell,spending [261] acceptable,people [261] people,30p [260] question,lik [260] clairebubblepop,acceptable [38] pay,nurses Top Word Pairs in Tweet in G4:
[92] track,trace [56] ppe,contracts [29] dodgy,ppe [26] test,trace [22] useless,ppe [19] ppe,fraud [18] danielgoyal,ppe [17] tory,mates [17] trace,ppe [16] contracts,tory Top Word Pairs in Tweet in G5:
[108] tory,party [96] home,tory [96] corrupt,lies [96] partygate,turns [96] johnson,living [96] turns,rentgate [96] 20m,home [96] donor's,20m [96] rentgate,boris [96] party,morally Top Word Pairs in Tweet in G6:
[31] guidance,based [31] room,re [31] important,ruling [31] ruling,remains [31] remains,massive [31] based,ppe [31] re,appropriateness [31] very,important [31] massive,room [31] appropriateness,guidance Top Word Pairs in Tweet in G7:
[77] know,michelle [77] knowing,goodlawproject [77] goodlawproject,revealed [77] those,don [77] partner,heads [77] michelle,worth [77] revealed,partner [77] don,know [77] worth,knowing [76] marinapurkiss,those Top Word Pairs in Tweet in G8:
[64] conservative,peer [63] firm,linked [63] contract,firm [63] peer,helped [63] land,50m [63] helped,land [61] linked,fellow [60] fellow,tory [58] tory,health [57] note,scandal Top Word Pairs in Tweet in G9:
[308] อตฟ,ล [299] #เพ,ร [297] ppe,savage [289] ร,ธช [286] ธช,อตฟ [259] ล,ppe [145] #perthtanapon,#kdppe [143] savage,#perthtanapon [86] #kdppe,#perthtanapon [62] savage,#kdppe Top Word Pairs in Tweet in G10:
[27] never,ending [27] dmm,ppe [27] halloween,night [27] ppe,ヤングガンガンデジタル限定写真集 [27] ヤングガンガンデジタル限定写真集,never [27] night,写真集電子書籍 [27] ending,halloween [13] deliver,ppe [12] firm,paid [12] 11m,deliver 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 G8:
Top Replied-To in G9:
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: