The graph represents a network of 3,456 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 09:47 UTC.
The tweets in the network were tweeted over the 1368-day, 17-hour, 56-minute period from Thursday, 16 May 2019 at 07:04 UTC to Monday, 13 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 : 3456
Unique Edges : 1703
Edges With Duplicates : 10732
Total Edges : 12435
Number of Edge Types : 9
Retweet : 4611
MentionsInRetweet : 5868
Quote : 54
Tweet : 337
MentionsInQuote : 44
Replies to : 434
MentionsInReplyTo : 1000
Mentions : 79
MentionsInQuoteReply : 8
Self-Loops : 403
Reciprocated Vertex Pair Ratio : 0.00359300996243671
Reciprocated Edge Ratio : 0.00716029292107404
Connected Components : 145
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 2956
Maximum Edges in a Connected Component : 11424
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.490195
Graph Density : 0.000514635927533902
Modularity : 0.33517
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,456 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 2/12/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 13 February 2023 at 09:47 UTC.
The tweets in the network were tweeted over the 1368-day, 17-hour, 56-minute period from Thursday, 16 May 2019 at 07:04 UTC to Monday, 13 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:
[1878] greg,hands [1270] ppe,contract [1141] 25,8m [1108] tory,chairman [1017] 8m,ppe [693] won,25 [625] tory,activist [615] 25m,vip [588] ppe,deal [567] firm,won Top Word Pairs in Tweet in G1:
[319] greg,hands [197] tory,ppe [195] guess,need [195] releasing,huge [195] further,stories [195] bank,further [195] need,start [195] start,releasing [195] ppe,sleaze [195] huge,bank Top Word Pairs in Tweet in G2:
[324] nadhim,zahawi [227] greg,hands [209] ppe,contract [204] 25,8m [202] 8m,ppe [189] michelle,mone [188] britain,rated [188] lost,64bn [188] rated,corrupt [188] corrupt,money Top Word Pairs in Tweet in G3:
[488] tory,chairman [286] greg,hands [257] ppe,deal [256] 25m,vip [245] mark,higton [244] luxe,lifestyle [236] greghands,tory [236] chairman,secret [236] deal,mate [236] company,never Top Word Pairs in Tweet in G4:
[217] ppe,contract [217] greg,hands [153] 25,8m [144] 8m,ppe [105] won,25 [103] #torycorruption,#generalelectionnow [102] #greencard,infosys [102] #nondom,#greencard [102] #enoughisenough,#nondom [102] #generalelectionnow,#enoughisenough Top Word Pairs in Tweet in G5:
[192] greg,hands [187] ppe,contract [184] 25,8m [172] 8m,ppe [158] won,25 [142] firm,won [91] tory,activist [86] approached,tory [83] hands,approached [83] contract,greg Top Word Pairs in Tweet in G6:
[185] 25,8m [181] greg,hands [178] won,25 [153] ppe,contract [146] 8m,ppe [142] tory,activist [141] hands,approached [141] firm,won [140] approached,tory [140] contract,greg Top Word Pairs in Tweet in G7:
[192] greg,hands [182] ppe,contract [121] 25,8m [120] 8m,ppe [115] tory,chairman [95] tory,activist [89] chairman,greg [86] win,25 [86] local,tory [86] contract,april Top Word Pairs in Tweet in G8:
[202] michelle,mone [99] trip,photo [99] photo,michelle [99] russia,trip [99] friends,russia [99] front,centre [99] involved,crime [99] probe,over [99] crime,probe [99] mone,front Top Word Pairs in Tweet in G9:
[151] greg,hands [120] chairman,greg [102] line,under [102] dodging,replaced [102] felt,important [102] tax,dodging [102] draw,line [102] nadhim,zahawi's [102] replaced,chairman [102] under,nadhim Top Word Pairs in Tweet in G10:
[2] sophiadahl1,michaelpbreton [2] nickhudsonct,barbarasghost1 [2] barbarasghost1,sophiadahl1 [2] kingston_truth,shabnampalesamo [2] michaelpbreton,kingston_truth [2] incrementallog1,nickhudsonct 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: