The graph represents a network of 6,116 Twitter users whose tweets in the requested range contained "PPE", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 23 November 2022 at 08:58 UTC.
The requested start date was Wednesday, 23 November 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 1-day, 17-hour, 29-minute period from Sunday, 20 November 2022 at 18:52 UTC to Tuesday, 22 November 2022 at 12:21 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
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 : 6116
Unique Edges : 4478
Edges With Duplicates : 9938
Total Edges : 14416
Number of Edge Types : 5
Mentions : 2337
Replies to : 1541
Retweet : 3747
MentionsInRetweet : 4782
Tweet : 2009
Self-Loops : 2043
Reciprocated Vertex Pair Ratio : 0.0219094602437609
Reciprocated Edge Ratio : 0.0428794547777936
Connected Components : 943
Single-Vertex Connected Components : 370
Maximum Vertices in a Connected Component : 1709
Maximum Edges in a Connected Component : 4058
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.326413
Graph Density : 0.000188318831294884
Modularity : 0.511211
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,116 Twitter users whose tweets in the requested range contained "PPE", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 23 November 2022 at 08:58 UTC.
The requested start date was Wednesday, 23 November 2022 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 1-day, 17-hour, 29-minute period from Sunday, 20 November 2022 at 18:52 UTC to Tuesday, 22 November 2022 at 12:21 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
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:
[351] เพ,ร [321] dido,harding [297] ร,ธ [291] dodgy,ppe [287] michelle,mone [263] criminality,dodgy [263] ppe,scams [263] harding,johnson's [263] mone,investigation [263] coming,along Top Word Pairs in Tweet in G1:
[255] dido,harding [247] michelle,mone [246] mone,investigation [246] along,dido [246] coming,along [246] investigation,coming [246] ppe,scams [246] dodgy,ppe [246] harding,johnson's [246] scams,furlough Top Word Pairs in Tweet in G2:
[135] ppe,2022 [118] #galaxyaseries,5g [110] #awesomegeneration,#galaxyaseries [95] #awesomegamingseason,#awesomegeneration [31] #galaxy,a73 [29] #awesomegamingseason,ppe [28] pengen,punya [27] #galaxy,a33 [26] #galaxya53,5g [26] pake,#galaxy Top Word Pairs in Tweet in G3:
[104] gt,gt [60] をフォロー,この投稿をrt [54] いいね,応募締切 [54] 応募締切,11 [52] 抽選で当たるプレゼント,応募方法 [52] 11,22 [52] #毎日応募,gt [52] 本投稿リツイート,いいね [47] 締切,11 [45] こんばんは,応募させていただきましたー Top Word Pairs in Tweet in G4:
[24] 月,23 [19] 23,59まで [18] フォロー,rtで応募 [18] 11,21 [18] rtで応募,12月号クリスマスコフレをプレゼント [17] 21,月 [16] 1名様,応募方法は [15] フォロー,rtキャンペーン [13] 応募方法は,アカウントをフォローしてこちらのツイートをrt [12] 〆切は2022年11月21日,月 Top Word Pairs in Tweet in G5:
[6] year,old [6] track,trace [5] furlough,fraud [4] atteufel,thealch72850726 [4] mikehakata,perayahmet [4] ppe,contracts [4] 'confirms',hunter [4] biden,laptop [4] palmerboyz2,fred_guttenberg [4] hunter,biden Top Word Pairs in Tweet in G6:
[47] track,trace [15] care,homes [14] test,trace [13] useless,ppe [11] buckingham,palace [11] parliament,refurb [11] serco,test [11] trace,360m [11] lets,start [11] 37b,serco Top Word Pairs in Tweet in G7:
[350] เพ,ร [296] ร,ธ [250] ธ,ธนพนธ [220] ธนพนธ,#gmmtv2023 [211] #gmmtv2023,#gmmtv2023xperth [205] #perthtanapon,#kdppe [184] #gmmtv2023xperth,#perthtanapon [82] gmmtv,2023 [56] 11,22 [56] loveinppe,221122 Top Word Pairs in Tweet in G8:
[147] shredding,10k [145] til,hear [145] money,wait [145] potentially,shredding [145] hard,earned [145] mad,joelycett [145] joelycett,potentially [145] hear,brexit [145] 10k,hard [145] wait,til Top Word Pairs in Tweet in G9:
[135] ppe,contracts [133] 5billion,ppe [133] rachel,riley [133] contracts,given [133] gt,rachel [133] riley,5billion [133] carol,vorderman [133] given,friends [133] vorderman,gt [133] friends,conservative Top Word Pairs in Tweet in G10:
[42] track,trace [38] furlough,fraud [30] ppe,track [30] don,investigate [30] fraud,scandal [30] bbcscotnewspr,don [30] scandal,scots [30] scots,very [30] very,interested [30] investigate,ppe Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
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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:
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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:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: