The graph represents a network of 5,326 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 09:34 UTC.
The tweets in the network were tweeted over the 1083-day, 11-hour, 6-minute period from Friday, 27 March 2020 at 12:53 UTC to Thursday, 16 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 : 5326
Unique Edges : 2524
Edges With Duplicates : 10898
Total Edges : 13422
Number of Edge Types : 9
Retweet : 3863
MentionsInRetweet : 5084
Tweet : 480
MentionsInReplyTo : 2322
Replies to : 1185
Mentions : 233
MentionsInQuote : 74
Quote : 84
MentionsInQuoteReply : 97
Self-Loops : 611
Reciprocated Vertex Pair Ratio : 0.0205508776937348
Reciprocated Edge Ratio : 0.0402740875402042
Connected Components : 484
Single-Vertex Connected Components : 108
Maximum Vertices in a Connected Component : 2932
Maximum Edges in a Connected Component : 8152
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.203046
Graph Density : 0.000252142470544887
Modularity : 0.491043
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,326 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 3/15/2023 5:00:36 PM. The network was obtained from Twitter on Thursday, 16 March 2023 at 09:34 UTC.
The tweets in the network were tweeted over the 1083-day, 11-hour, 6-minute period from Friday, 27 March 2020 at 12:53 UTC to Thursday, 16 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:
[852] jeremy,hunt [845] matt,hancock [837] substandard,ppe [835] work,substandard [835] prepare,pandemic [835] pandemic,matt [835] failed,prepare [835] sent,work [835] nurseborisbash,jeremy [835] hunt,failed Top Word Pairs in Tweet in G1:
[675] jeremy,hunt [673] substandard,ppe [672] matt,hancock [672] hunt,failed [672] pandemic,matt [672] sent,work [672] work,substandard [672] failed,prepare [672] nurseborisbash,jeremy [672] hancock,sent Top Word Pairs in Tweet in G2:
[148] greghands,jeremy_hunt [103] greghands,conservatives [102] conservatives,cchqpress [88] greg,hands [81] luxe,lifestyle [78] hands,helped [72] jeremy_hunt,forget [71] forget,greg [71] closely,associated [71] company,closely Top Word Pairs in Tweet in G3:
[206] michelle,mone [200] tip,gigantic [200] fund,tip [200] 14,900m [200] took,220m [200] gigantic,fraudberg [200] 900m,wasted [200] 220m,14 [200] ppe,fund [200] mone,took Top Word Pairs in Tweet in G4:
[264] michelle,mone [206] drs,demands [206] truss,johnsons [206] mone,mps [206] really,kwarteng [206] govt,drs [206] legal,fees [206] unaffordable,oh [206] fees,michelle [206] johnsons,legal Top Word Pairs in Tweet in G5:
[214] ppeも使用します,全然割に合いません [214] 全然割に合いません,あとコロナ病床一つ確保するのに [214] pcrしようものなら数千円かかるんですが,さらに別の導線を確保し [214] 3000円するし,pcrしようものなら数千円かかるんですが [214] あとコロナ病床一つ確保するのに,一般病床3床ほど潰します [214] さらに別の導線を確保し,ppeも使用します [214] 発熱外来で使用する医療用の抗原検査キットは2000,3000円するし [213] mikito_777,発熱外来で使用する医療用の抗原検査キットは2000 [6] ppeでは感覚が鈍る,働きたくナス [6] 働きたくナス,フルppe二重手袋でbmi60の採血とれます Top Word Pairs in Tweet in G6:
[156] active,tory [156] tory,enquiries [156] report,partygate [156] russia,report [156] anyone,list [156] partygate,brexit [156] list,active [156] campbellclaret,anyone [156] enquiries,tweet [156] tweet,russia Top Word Pairs in Tweet in G7:
[140] living,remember [140] remember,much [140] struggling,cost [140] cost,living [140] government,gave [140] much,money [140] money,government [136] gave,friends [133] friends,whi [133] centralbylines,struggling Top Word Pairs in Tweet in G8:
[174] vip,lane [172] lane,ppe [92] tory,mp [90] julia,lopez [90] mp,julia [89] ppe,contract [89] cagey,connection [89] lopez,cagey [89] uniserve,keen [89] keen,distance Top Word Pairs in Tweet in G9:
[175] #篠崎こころ,#白上フブキ [175] #宮本彩希,#さくらみこ [175] #さくらみこ,#伊織もえ [175] #白上フブキ,#宮本彩希 [175] #伊織もえ,#白銀ノエル [102] #ひろがるホロライブ,expo直前 [102] ppeモデルさんをお迎えして,expo情報をおさらい [102] イベントを楽しむためには見逃せない,出演者 [102] 公式番組情報,#ひろがるホロライブ [102] 出演者,#篠崎こころ Top Word Pairs in Tweet in G10:
[110] doctors,civil [110] teachers,junior [110] civil,servants [110] junior,doctors [109] money,teachers [109] enough,money [108] goodlawproject,enough [15] matt,hancock [10] jeremy,hunt [10] 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 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: