The graph represents a network of 5,471 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 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 09:22 UTC.
The tweets in the network were tweeted over the 2374-day, 1-hour, 44-minute period from Thursday, 18 August 2016 at 23:16 UTC to Saturday, 18 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 : 5471
Unique Edges : 2253
Edges With Duplicates : 10523
Total Edges : 12776
Number of Edge Types : 9
Retweet : 3602
MentionsInRetweet : 4488
Tweet : 774
Replies to : 1104
MentionsInReplyTo : 2005
Mentions : 255
Quote : 127
MentionsInQuote : 145
MentionsInQuoteReply : 276
Self-Loops : 930
Reciprocated Vertex Pair Ratio : 0.0245585874799358
Reciprocated Edge Ratio : 0.0479398402005327
Connected Components : 625
Single-Vertex Connected Components : 235
Maximum Vertices in a Connected Component : 1955
Maximum Edges in a Connected Component : 4868
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.519814
Graph Density : 0.000213290151795891
Modularity : 0.48391
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,471 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 2/17/2023 5:00:36 PM. The network was obtained from Twitter on Saturday, 18 February 2023 at 09:22 UTC.
The tweets in the network were tweeted over the 2374-day, 1-hour, 44-minute period from Thursday, 18 August 2016 at 23:16 UTC to Saturday, 18 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:
[767] windfall,tax [765] ian,hislop [762] ppe,suppliers [757] tax,ppe [753] hislop,windfall [748] robert,jenrick [746] jenrick,smirks [742] smirks,#bbcqt [742] suppliers,robert [741] implausibleblog,ian Top Word Pairs in Tweet in G1:
[676] windfall,tax [673] ppe,suppliers [671] ian,hislop [671] robert,jenrick [670] tax,ppe [667] suppliers,robert [667] smirks,#bbcqt [667] hislop,windfall [667] jenrick,smirks [666] implausibleblog,ian Top Word Pairs in Tweet in G2:
[322] government,officials [322] corrupt,money [322] stolen,government [322] lost,64bn [322] officials,johnson [322] johnson,lost [322] britain,rated [322] rated,corrupt [322] money,stolen [320] 64bn,hancoc Top Word Pairs in Tweet in G3:
[388] non,stata [388] ce,non [388] decisione,non [388] non,autorizzare [388] autorizzare,audizione [388] parlamentare,pres [388] audizione,parlamentare [388] presa,dal [388] parlamento,invece [388] dal,parlamento Top Word Pairs in Tweet in G4:
[153] parole,berlusconi [130] ppe,cancella [125] cancella,summit [118] summit,napoli [112] seguito,alle [112] alle,parole [107] ultimora_pol,#ue [107] berlusconi,sull'ucraina [104] sull'ucraina,ultimora_pol [104] napoli,seguito Top Word Pairs in Tweet in G5:
[43] messo,subito [43] chiedo,venga [43] più,rinviabile [43] rinviabile,chiedo [43] non,sia [43] ritengo,tema [43] sia,più [43] venga,messo [43] come,ppe [42] ppe,ritengo Top Word Pairs in Tweet in G6:
[77] #torycorruption,#generalelectionnow [75] #generalelectionnow,#nondom [75] #greencard,infosys [75] #nondom,#greencard [75] infosys,#russia [74] #moderna,#gove [74] #russia,#moderna [73] #gove,#michellemone [66] #michellemone,#ppe [54] greg,hands Top Word Pairs in Tweet in G7:
[75] dopo,parole [67] parole,berlusconi [56] napoli,dopo [45] vertice,napoli [36] berlusconi,zelensky [30] ppe,annulla [29] annulla,vertice [29] tavolo,pace [29] weber,annulla [28] ppe,weber Top Word Pairs in Tweet in G8:
[171] c19,positive [171] before,proceeding [171] ppe,before [171] proceeding,section [171] prayer,full [171] remember,saying [171] lord,prayer [171] full,ppe [171] saying,lord [171] fooled,remember Top Word Pairs in Tweet in G9:
[125] greg,hands [101] big,story [101] last,week [101] hands,sunday [101] story,coming [101] chair,greg [101] week,promised [101] newly,appointed [101] coming,newly [101] appointed,tory Top Word Pairs in Tweet in G10:
[115] adelante,buen [115] españa,adelante [115] celebra,leyen [115] buen,trabajo [115] lado,celebra [115] trabajo,comisión [115] comisión,lado [115] enhorabuena,españa [111] leyen,bru [111] beanavarro,enhorabuena 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 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: