The graph represents a network of 5,555 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 09:48 UTC.
The tweets in the network were tweeted over the 1097-day, 5-hour, 44-minute period from Tuesday, 04 February 2020 at 19:15 UTC to Monday, 06 February 2023 at 00:59 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 : 5555
Unique Edges : 1951
Edges With Duplicates : 11263
Total Edges : 13214
Number of Edge Types : 9
Retweet : 3919
MentionsInRetweet : 4516
Replies to : 1311
MentionsInReplyTo : 2571
Tweet : 473
Quote : 98
Mentions : 137
MentionsInQuote : 113
MentionsInQuoteReply : 76
Self-Loops : 678
Reciprocated Vertex Pair Ratio : 0.0312597686777118
Reciprocated Edge Ratio : 0.0606244316459533
Connected Components : 543
Single-Vertex Connected Components : 106
Maximum Vertices in a Connected Component : 3040
Maximum Edges in a Connected Component : 7801
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.360671
Graph Density : 0.000213856459466616
Modularity : 0.471262
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,555 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 09:48 UTC.
The tweets in the network were tweeted over the 1097-day, 5-hour, 44-minute period from Tuesday, 04 February 2020 at 19:15 UTC to Monday, 06 February 2023 at 00:59 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:
[741] 000,000 [696] michelle,mone [506] tory,mp [493] grant,shapps [492] people,money [492] look,people [491] responsible,innately [491] shapps,ve [491] conservative,look [491] mp,grant Top Word Pairs in Tweet in G1:
[416] shapps,ve [416] look,people [416] innately,conservative [416] grant,shapps [416] conservative,look [416] tory,mp [416] mp,grant [416] responsible,innately [416] ve,responsible [416] people,money Top Word Pairs in Tweet in G2:
[428] 医師達はフルppeとマスクで武装し,設備もいい [428] 設備もいい,教師は非武装 [428] 生徒を感染者扱いできない,一人で30 [428] 距離とれない,生徒を感染者扱いできない [428] 学校の先生は,新型コロナ治療にあたる病院の医師たちよりも過酷な状況に置かれている [428] 新型コロナ治療にあたる病院の医師たちよりも過酷な状況に置かれている,医師達はフルppeとマスクで武装し [428] 40人を相手にする,換気設備も貧弱 [428] 教師は非武装,距離とれない [428] 一人で30,40人を相手にする [427] yfuruse,学校の先生は Top Word Pairs in Tweet in G3:
[269] tax,havens [269] 7bn,ppe [269] linked,tory [269] ppe,contracts [269] handed,7bn [269] tory,party [269] havens,companies [269] companies,linked [269] received,contracts [269] party,received Top Word Pairs in Tweet in G4:
[338] 000,000 [335] unused,ppe [334] wasted,unused [334] ppe,enough [325] 000,wasted [324] money,give [324] household,uk [324] give,household [324] 14,900 [324] 900,000 Top Word Pairs in Tweet in G5:
[335] michelle,mone [333] mone,ppe [323] tory,cronies [318] 000,000 [317] company,days [317] 'firm',203 [317] 000,company [317] 203,000 [317] ppe,'firm' [317] cronies,gave Top Word Pairs in Tweet in G6:
[137] 14,9bn [135] matt,hancock [134] tax,payers [133] 9bn,stolen [133] payers,14 [133] hancock,tax [133] ppe,scheme [133] scheme,relatives [133] 40,000 [133] anybody,hate Top Word Pairs in Tweet in G7:
[172] women,fines [172] weren,issued [172] ppe,corruption [172] fines,weren [172] pregnant,women [172] corruption,instead [172] chase,pregnant [172] issued,right [172] ignore,ppe [172] instead,chase Top Word Pairs in Tweet in G8:
[81] staggering,14 [81] dhsc's,annual [81] accounts,#ppescandal [81] billion,according [81] rise,staggering [81] 14,billion [81] according,dhsc's [81] losses,rise [81] revealed,ppe [81] annual,accounts Top Word Pairs in Tweet in G9:
[21] suellabraverman,conservatives [19] democracy,day [19] abused,democracy [19] mad,abused [19] voted,brexit [19] electorate,voted [19] day,37 [19] conservatives,mad [19] 37,electorate [18] audouin1b,suellabraverman Top Word Pairs in Tweet in G10:
[13] never,ending [13] dmm,ppe [13] halloween,night [13] ppe,ヤングガンガンデジタル限定写真集 [13] ヤングガンガンデジタル限定写真集,never [13] night,写真集電子書籍 [13] ending,halloween [5] auto,electrician [4] ppe,#苹果id [4] main,mercun Top Replied-To in Entire Graph:
Top Replied-To in G1:
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: