The graph represents a network of 4,819 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 09:21 UTC.
The tweets in the network were tweeted over the 1099-day, 19-hour, 13-minute period from Friday, 10 January 2020 at 05:47 UTC to Saturday, 14 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 : 4819
Unique Edges : 1864
Edges With Duplicates : 10917
Total Edges : 12781
Number of Edge Types : 9
Retweet : 4224
MentionsInRetweet : 5067
Quote : 125
Replies to : 776
MentionsInReplyTo : 1800
Tweet : 488
MentionsInQuoteReply : 136
MentionsInQuote : 13
Mentions : 152
Self-Loops : 640
Reciprocated Vertex Pair Ratio : 0.0159323687205332
Reciprocated Edge Ratio : 0.0313650184029445
Connected Components : 418
Single-Vertex Connected Components : 119
Maximum Vertices in a Connected Component : 3127
Maximum Edges in a Connected Component : 7452
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.927023
Graph Density : 0.000269145301508635
Modularity : 0.461919
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,819 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 1/13/2023 5:00:34 PM. The network was obtained from Twitter on Saturday, 14 January 2023 at 09:21 UTC.
The tweets in the network were tweeted over the 1099-day, 19-hour, 13-minute period from Friday, 10 January 2020 at 05:47 UTC to Saturday, 14 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:
[1771] test,trace [1743] trace,programme [1743] private,sector [1741] sector,test [1741] 12,5bn [1741] 37bn,private [1741] difference,pandemic [1741] programme,made [1741] pandemic,12 [1741] measurable,difference Top Word Pairs in Tweet in G1:
[1671] test,trace [1668] difference,pandemic [1668] pandemic,12 [1668] trace,programme [1668] 37bn,private [1668] made,measurable [1668] programme,made [1668] measurable,difference [1668] sector,test [1668] private,sector Top Word Pairs in Tweet in G2:
[30] track,trace [26] open,floodgates [26] considered,important [26] important,death [26] cases,considered [26] assume,decisions [26] the_tpa,rishisunak [26] floodgates,many [26] jacob_rees_mogg,the_tpa [26] lot,today Top Word Pairs in Tweet in G3:
[1048] อตฟ,ล [995] #เพ,ร [976] ร,ธช [973] ppe,savage [966] ธช,อตฟ [905] ล,ppe [461] savage,#perthtanapon [458] #perthtanapon,#kdppe [280] #kdppe,#perthtanapon [233] savage,#kdppe Top Word Pairs in Tweet in G4:
[99] boris,johnson [97] rentgate,boris [97] party,morally [97] morally,corrupt [97] corrupt,lies [97] home,tory [97] tory,party [97] turns,rentgate [97] donor's,20m [97] living,donor's Top Word Pairs in Tweet in G5:
[93] revealed,partner [93] michelle,worth [93] don,know [93] goodlawproject,revealed [93] those,don [93] knowing,goodlawproject [93] partner,heads [93] worth,knowing [93] know,michelle [92] marinapurkiss,those Top Word Pairs in Tweet in G6:
[176] oh,dear [88] contracts,costing [88] dear,oh [88] rejoiners,rave [88] eu,rejoiners [88] investigation,eu [88] billions,eu [88] vaccine,contracts [88] dear,investigation [88] costing,billions Top Word Pairs in Tweet in G7:
[82] masks,work [81] work,respirators [80] referencing,studies [80] studies,cloth [80] work,tired [80] maskers,referencing [80] seeing,anti [80] 100th,time [80] tired,seeing [80] time,masks Top Word Pairs in Tweet in G8:
[15] ppe,ヤングガンガンデジタル限定写真集 [14] never,ending [14] night,写真集電子書籍 [14] ヤングガンガンデジタル限定写真集,never [14] dmm,ppe [14] ending,halloween [14] halloween,night [4] human,species [4] contra,violencia [3] क,म Top Word Pairs in Tweet in G9:
[117] être,exclu [117] exclu,parlement [117] européen,demande [117] questions,#pfizer [117] pourrait,être [117] #pfizer,pourrait [117] répondre,questions [117] parlement,européen [117] suite,refus [117] venir,répondre Top Word Pairs in Tweet in G10:
[21] ppetoheros,pressprogress [15] kristynwongtam,dfisman [15] pressprogress,kristynwongtam [15] ontariondp,peter_tabuns [15] peter_tabuns,nickelbelt [15] jvipondmd,peeliwg [15] dfisman,beynate [15] peeliwg,ontariondp [15] beynate,jvipondmd [15] nickelbelt,johnfraseros 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 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: