The graph represents a network of 5,632 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 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 08:55 UTC.
The tweets in the network were tweeted over the 1217-day, 8-hour, 35-minute period from Wednesday, 09 October 2019 at 16:25 UTC to Wednesday, 08 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 : 5632
Unique Edges : 3553
Edges With Duplicates : 10889
Total Edges : 14442
Number of Edge Types : 9
Retweet : 3923
MentionsInRetweet : 6018
Replies to : 1055
MentionsInReplyTo : 2313
Tweet : 490
Quote : 187
MentionsInQuote : 188
Mentions : 226
MentionsInQuoteReply : 42
Self-Loops : 673
Reciprocated Vertex Pair Ratio : 0.0225298930144745
Reciprocated Edge Ratio : 0.0440669620876416
Connected Components : 503
Single-Vertex Connected Components : 118
Maximum Vertices in a Connected Component : 3762
Maximum Edges in a Connected Component : 10446
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.41098
Graph Density : 0.000256166150046012
Modularity : 0.50661
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,632 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 2/7/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 08 February 2023 at 08:55 UTC.
The tweets in the network were tweeted over the 1217-day, 8-hour, 35-minute period from Wednesday, 09 October 2019 at 16:25 UTC to Wednesday, 08 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:
[1375] report,goodlawproject [1375] sees,pandemic [1375] 109m,report [1375] profits,soar [1375] linked,hedge [1375] hedge,fund [1375] sunak,linked [1375] soar,109m [1375] pandemic,profits [1375] fund,sees Top Word Pairs in Tweet in G1:
[1309] report,goodlawproject [1309] soar,109m [1309] hedge,fund [1309] sees,pandemic [1309] sunak,linked [1309] linked,hedge [1309] profits,soar [1309] 109m,report [1309] fund,sees [1309] pandemic,profits Top Word Pairs in Tweet in G2:
[441] covid,19 [425] 19,wards [425] working,covid [425] staff,working [418] masks,staff [418] filtering,face [418] wards,filtering [418] hospital,cambridge [418] face,piece [418] face,masks Top Word Pairs in Tweet in G3:
[382] 122,million [382] entirely,company [382] run,microsoft [382] ppe,entirely [382] mate,122 [382] microsoft,excel [382] run,mate [382] company,run [382] trace,run [382] million,pounds Top Word Pairs in Tweet in G4:
[255] innovation,technology [255] science,innovation [254] department,science [253] history,broke [253] george,freeman [253] freeman,history [253] minister,department [253] technology,george [251] broke,minis [236] gemmagould,minister Top Word Pairs in Tweet in G5:
[102] #torycriminals,#ppe [102] #torycorruption,#brexit [102] #torybrexitdisaster,#torycriminals [102] conservatives,#toryhypocrisy [102] #brexit,#torybrexitdisaster [102] #torysleaze,#torycorruption [101] #ppe,#torylies [101] #torylies,#torytaxevasion [101] #torytaxevasion,#brexitbritain [101] #brexitbritain,conservatives Top Word Pairs in Tweet in G6:
[92] respirators,same [92] seems,physics [92] both,sides [92] oh,hey [92] same,both [92] sides,pond [92] hey,seems [92] aerosol,trapping [92] trapping,respirators [92] pond,upgrading Top Word Pairs in Tweet in G7:
[122] ppe,list [122] bio,chem [122] chem,ppe [122] founding,australia [122] ukraine,includes [122] aid,ukraine [122] list,items [122] fuck,founding [122] includes,bio [122] available,gov Top Word Pairs in Tweet in G8:
[9] never,ending [9] dmm,ppe [9] halloween,night [9] ppe,ヤングガンガンデジタル限定写真集 [9] ヤングガンガンデジタル限定写真集,never [9] night,写真集電子書籍 [9] ending,halloween [8] res,stock [8] getty,images [8] high,res Top Word Pairs in Tweet in G9:
[98] ffp3,respirators [97] big,surprise [97] once,ffp3 [97] introduced,number [97] respirators,introduced [97] surprise,physics [97] number,cases [97] physics,once [96] blakemmurdoch,big [96] cases,att Top Word Pairs in Tweet in G10:
[21] prenderci,giro [21] irlandese,continua [21] ampia,gruppi [21] flessibilità,prevista [21] verde,irlandese [21] non,affatto [21] affatto,ampia [21] cui,fanno [21] giro,flessibilità [21] gruppi,cui 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 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: