The graph represents a network of 5,116 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 3/16/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 17 March 2023 at 08:08 UTC.
The tweets in the network were tweeted over the 2466-day, 13-hour, 59-minute period from Tuesday, 14 June 2016 at 10:00 UTC to Friday, 17 March 2023 at 00:00 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 : 5116
Unique Edges : 2432
Edges With Duplicates : 10821
Total Edges : 13253
Number of Edge Types : 9
Tweet : 587
Retweet : 3512
MentionsInRetweet : 4427
Replies to : 1522
MentionsInReplyTo : 2641
MentionsInQuote : 60
Mentions : 315
Quote : 126
MentionsInQuoteReply : 63
Self-Loops : 764
Reciprocated Vertex Pair Ratio : 0.0252604988948532
Reciprocated Edge Ratio : 0.0492762550046196
Connected Components : 582
Single-Vertex Connected Components : 208
Maximum Vertices in a Connected Component : 2462
Maximum Edges in a Connected Component : 6878
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.842745
Graph Density : 0.000248162474195918
Modularity : 0.457261
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,116 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 3/16/2023 5:00:36 PM. The network was obtained from Twitter on Friday, 17 March 2023 at 08:08 UTC.
The tweets in the network were tweeted over the 2466-day, 13-hour, 59-minute period from Tuesday, 14 June 2016 at 10:00 UTC to Friday, 17 March 2023 at 00:00 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:
[922] michelle,mone [833] mone,ppe [828] bbc,report [828] arcuri,michelle [828] boris,johnson's [828] johnson's,affair [827] affiliated,media [827] state,affiliated [827] report,boris [827] affair,jennifer Top Word Pairs in Tweet in G1:
[715] michelle,mone [710] johnson's,affair [710] bbc,report [710] arcuri,michelle [709] jennifer,arcuri [709] state,affiliated [709] report,boris [709] affair,jennifer [709] mone,ppe [709] affiliated,media Top Word Pairs in Tweet in G2:
[637] #篠崎こころ,#白上フブキ [637] #白上フブキ,#宮本彩希 [537] #さくらみこ,#伊織もえ [537] #宮本彩希,#さくらみこ [537] #伊織もえ,#白銀ノエル [530] fc番組アーカイブ情報,#ホロテス [530] ホロコスしたppeモデル出演,#篠崎こころ [530] #白銀ノエル,ホロメンがとんでもないポーズをリクエストしちゃってます [530] ありがとうございました,ホロコスしたppeモデル出演 [530] #ホロテス,ありがとうございました Top Word Pairs in Tweet in G3:
[443] vip,lane [442] lane,ppe [409] tory,mp [406] mp,julia [406] julia,lopez [405] keen,distance [405] lopez,cagey [405] cagey,connection [405] contract,uniserve [405] ppe,contract Top Word Pairs in Tweet in G4:
[59] cost,living [59] much,money [58] government,gave [58] struggling,cost [58] money,government [57] remember,much [57] living,remember [41] greghands,struggling [38] jeremy_hunt,greghands [37] centralbylines,jeremy_hunt Top Word Pairs in Tweet in G5:
[223] tax,return [223] investigations,needed [223] needed,#sunakout [223] return,#johnsontheliar [223] #sunakout,tax [216] #partygate,#covid [201] #covid,inquiry [178] inquiry,#raab [162] vip,lane [154] covid,loan Top Word Pairs in Tweet in G6:
[62] domestic,ppe [61] ppe,market [60] rise,fall [47] fall,canada [47] canada,domestic [40] market,blamed [40] government,policy [40] blamed,government [13] canada's,domestic [12] fall,canada's Top Word Pairs in Tweet in G7:
[52] domestic,ppe [47] canadian,businesses [46] businesses,answered [46] build,domestic [46] sector,personal [46] domestic,sector [44] sad,story [44] personal,protective [39] story,cappem2 [39] here's,sad Top Word Pairs in Tweet in G8:
[116] ppe,loans [114] laurenboebert,pay [113] #gopliesabouteverything,#gopcorruptionovercountry [113] back,ppe [113] pay,back [113] loans,#gopliesabouteverything [112] vassallochan,laurenboebert [2] aprivateguy,laurenboebert [2] alexxz4nder,laurenboebert [2] vassallochan,aprivateguy Top Word Pairs in Tweet in G9:
[19] money,1b [19] tax,giveaway [19] 1b,tax [19] doctors,deserve [19] rise,government [19] deserve,decent [19] sorry,juniors [19] decent,pay [19] spent,money [19] juniors,doctors Top Word Pairs in Tweet in G10:
[61] jeremy,hunt [59] substandard,ppe [59] failed,prepare [59] pandemic,matt [59] prepare,pandemic [59] matt,hancock [59] hunt,failed [59] sent,work [59] work,substandard [59] hancock,sent 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 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: