The graph represents a network of 5,488 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 2/16/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 17 February 2023 at 09:09 UTC.
The tweets in the network were tweeted over the 1280-day, 16-hour, 16-minute period from Friday, 16 August 2019 at 08:43 UTC to Friday, 17 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 : 5488
Unique Edges : 2445
Edges With Duplicates : 11502
Total Edges : 13947
Number of Edge Types : 9
Retweet : 3638
MentionsInRetweet : 4335
Replies to : 1500
MentionsInReplyTo : 3276
Tweet : 587
Quote : 140
MentionsInQuoteReply : 48
MentionsInQuote : 166
Mentions : 257
Self-Loops : 837
Reciprocated Vertex Pair Ratio : 0.0240945597817851
Reciprocated Edge Ratio : 0.0470553418171057
Connected Components : 570
Single-Vertex Connected Components : 142
Maximum Vertices in a Connected Component : 3490
Maximum Edges in a Connected Component : 9429
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 4.905559
Graph Density : 0.000224423909999835
Modularity : 0.454094
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,488 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 2/16/2023 5:00:35 PM. The network was obtained from Twitter on Friday, 17 February 2023 at 09:09 UTC.
The tweets in the network were tweeted over the 1280-day, 16-hour, 16-minute period from Friday, 16 August 2019 at 08:43 UTC to Friday, 17 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:
[936] michelle,mone [836] 133,6m [832] nadhim,zahawi [830] stand,trial [829] never,133 [829] 7m,fraud [829] trial,7m [829] never,stand [829] curious,nadhim [829] zahawi,never Top Word Pairs in Tweet in G1:
[730] michelle,mone [718] 133,6m [717] nadhim,zahawi [714] zahawi,never [714] stand,trial [714] trial,7m [714] never,stand [714] mone,never [714] 6m,fraud [714] curious,nadhim Top Word Pairs in Tweet in G2:
[326] greg,hands [317] ppe,deal [251] carolvorders,greg [249] one,highest [249] deal,world [249] illegal,corruption [249] world,story [249] place,one [249] take,place [249] hands,ppe Top Word Pairs in Tweet in G3:
[349] pension,fund [349] dodged,7m [349] looted,pension [349] bill,sold [349] jeremy,corbyn [349] sold,122m [349] 7m,tax [349] tax,bill [349] corbyn,never [349] fund,dodged Top Word Pairs in Tweet in G4:
[141] #generalelectionnow,#nondom [141] #torycorruption,#generalelectionnow [137] #greencard,infosys [137] #nondom,#greencard [135] infosys,#russia [135] #russia,#moderna [135] #moderna,#gove [129] #gove,#michellemone [125] #michellemone,#ppe [122] #ppe,#fraud Top Word Pairs in Tweet in G5:
[260] windfall,tax [258] tax,ppe [258] ppe,suppliers [255] robert,jenrick [254] ian,hislop [252] suppliers,robert [251] smirks,#bbcqt [251] hislop,windfall [251] jenrick,smirks [251] implausibleblog,ian Top Word Pairs in Tweet in G6:
[50] energy,prices [49] brexit,corruption [49] corruption,nhs [49] rwanda,sewage [49] lying,brexit [49] vote,tory [49] strikes,inflation [49] inflation,energy [49] bullying,rwanda [49] tory,lying Top Word Pairs in Tweet in G7:
[6] wear,ppe [6] ヤングガンガンデジタル限定写真集,never [6] ending,halloween [6] never,ending [6] dmm,ppe [6] halloween,night [6] ppe,ヤングガンガンデジタル限定写真集 [6] night,写真集電子書籍 [5] ppe,suppliers [5] windfall,tax Top Word Pairs in Tweet in G8:
[134] 122m,worth [134] unusable,ppe [134] worth,unusable [122] fund,dodged [122] 7m,tax [122] looted,pension [122] sold,122m [122] corbyn,never [122] bill,sold [122] pension,fund Top Word Pairs in Tweet in G9:
[19] steph_sejourne,ppe_fr [9] coup,vonderleyen [9] cette,résolution [9] c'est,manfredweber [9] rappel,élections [9] vonderleyen,tous [9] élections,européennes [9] européennes,c'est [9] infliger,coup [9] manfredweber,voulu Top Word Pairs in Tweet in G10:
[8] format_ppe,а [7] format_ppe,не [6] не,бачу [6] ray17ukrnet,format_ppe [6] самі,себе [6] едельвейс,квітка [5] квітка,що [5] 128,мій [5] єдельвейчиками,в [5] символом,є 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 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: