The graph represents a network of 5,695 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 10:34 UTC.
The tweets in the network were tweeted over the 1191-day, 3-hour, 52-minute period from Tuesday, 08 October 2019 at 21:07 UTC to Thursday, 12 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 : 5695
Unique Edges : 3074
Edges With Duplicates : 10935
Total Edges : 14009
Number of Edge Types : 9
Retweet : 4049
MentionsInRetweet : 5487
Quote : 83
Tweet : 438
Replies to : 968
MentionsInReplyTo : 2717
Mentions : 210
MentionsInQuoteReply : 14
MentionsInQuote : 43
Self-Loops : 572
Reciprocated Vertex Pair Ratio : 0.0149558992713793
Reciprocated Edge Ratio : 0.0294710327455919
Connected Components : 481
Single-Vertex Connected Components : 120
Maximum Vertices in a Connected Component : 3839
Maximum Edges in a Connected Component : 10191
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.768022
Graph Density : 0.000244855188509199
Modularity : 0.502648
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,695 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 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 10:34 UTC.
The tweets in the network were tweeted over the 1191-day, 3-hour, 52-minute period from Tuesday, 08 October 2019 at 21:07 UTC to Thursday, 12 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:
[1777] boris,johnson [1774] tory,party [1767] partygate,turns [1767] living,donor's [1767] home,tory [1767] morally,corrupt [1767] donor's,20m [1767] rentgate,boris [1767] corrupt,lies [1767] party,morally Top Word Pairs in Tweet in G1:
[1580] rentgate,boris [1580] party,morally [1580] morally,corrupt [1580] corrupt,lies [1580] home,tory [1580] tory,party [1580] turns,rentgate [1580] donor's,20m [1580] living,donor's [1580] partygate,turns Top Word Pairs in Tweet in G2:
[630] ppe,fraud [628] rishisunak,ppe [624] people's,money [624] always,run [623] sunak,rishisunak [623] money,rishi [623] labour,always [623] run,people's [623] old,labour [623] rishi,sunak Top Word Pairs in Tweet in G3:
[155] victoria,atkins [148] burned,4bn [148] mp,victoria [148] responsibility,government [148] fiscal,responsibility [148] everything,underscored [148] tory,mp [148] atkins,everything [148] government,burned [148] underscored,fiscal Top Word Pairs in Tweet in G4:
[40] mone,mayfair [40] baroness,mone [39] vip,ppe [38] day,storing [38] ppe,lane [38] still,open [38] 1m,day [38] open,spend [38] spend,1m [38] lane,still Top Word Pairs in Tweet in G5:
[149] know,michelle [149] don,know [149] michelle,worth [149] knowing,goodlawproject [149] those,don [149] goodlawproject,revealed [149] revealed,partner [149] worth,knowing [149] partner,heads [148] marinapurkiss,those Top Word Pairs in Tweet in G6:
[140] ppe,fraud [128] loan,ppe [128] covid,loan [128] nhs,5bn [128] 5bn,covid [128] fraud,120bn [128] amazon,murdoch [128] money,nhs [128] shell,amazon [128] 120bn,shell Top Word Pairs in Tweet in G7:
[12] never,ending [12] dmm,ppe [12] halloween,night [12] ppe,ヤングガンガンデジタル限定写真集 [12] ヤングガンガンデジタル限定写真集,never [12] night,写真集電子書籍 [12] ending,halloween [5] personal,protective [4] safety,glasses [4] learn,more Top Word Pairs in Tweet in G8:
[8] lost,billions [8] banks,lowest [8] highest,bills [8] billions,ppe [8] public,sectors [8] millions,using [8] tories,government [8] using,food [8] live,uk [8] millions,extra Top Word Pairs in Tweet in G9:
[35] administration,announced [35] warned,limited [35] same,day [35] limited,stock [35] february,2020 [35] stock,ppe [35] trump,administration [35] ppe,same [35] 2020,warned [35] day,trump Top Word Pairs in Tweet in G10:
[21] ppe,contracts [21] dodgy,ppe [18] amount,lost [18] media,last [18] lost,due [18] contracts,included [18] chatter,social [18] last,night [18] saying,amount [18] night,saying 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: