The graph represents a network of 7,417 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 Friday, 25 November 2022 at 09:14 UTC.
The requested start date was Friday, 25 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 2-day, 7-hour, 24-minute period from Monday, 21 November 2022 at 04:57 UTC to Wednesday, 23 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 : 7417
Unique Edges : 5832
Edges With Duplicates : 12630
Total Edges : 18462
Number of Edge Types : 5
Replies to : 1952
Retweet : 4550
MentionsInRetweet : 5903
Tweet : 2664
Mentions : 3393
Self-Loops : 2699
Reciprocated Vertex Pair Ratio : 0.0228336568101381
Reciprocated Edge Ratio : 0.0446478401607322
Connected Components : 1162
Single-Vertex Connected Components : 471
Maximum Vertices in a Connected Component : 2281
Maximum Edges in a Connected Component : 6003
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.424589
Graph Density : 0.000162877665655985
Modularity : 0.503365
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 7,417 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 Friday, 25 November 2022 at 09:14 UTC.
The requested start date was Friday, 25 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 2-day, 7-hour, 24-minute period from Monday, 21 November 2022 at 04:57 UTC to Wednesday, 23 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:
[655] michelle,mone [628] dodgy,ppe [615] dido,harding [594] johnson's,criminality [594] harding,johnson's [594] scams,furlough [594] coming,along [594] ppe,scams [594] mone,investigation [594] along,dido Top Word Pairs in Tweet in G1:
[530] ppe,scams [530] dodgy,ppe [530] coming,along [530] criminality,dodgy [530] michelle,mone [530] harding,johnson's [530] investigation,coming [530] johnson's,criminality [530] along,dido [530] dido,harding Top Word Pairs in Tweet in G2:
[123] ppe,2022 [110] #galaxyaseries,5g [102] #awesomegeneration,#galaxyaseries [88] #awesomegamingseason,#awesomegeneration [33] never,ending [33] dmm,ppe [33] halloween,night [33] ppe,ヤングガンガンデジタル限定写真集 [33] ヤングガンガンデジタル限定写真集,never [33] night,写真集電子書籍 Top Word Pairs in Tweet in G3:
[116] gt,gt [68] 11,23 [62] いいね,応募締切 [62] 本投稿リツイート,いいね [58] 抽選で当たるプレゼント,応募方法 [58] #毎日応募,gt [50] 応募締切,11 [50] をフォロー,この投稿をrt [48] 11,24 [48] フォロー,rtで Top Word Pairs in Tweet in G4:
[18] フォロー,rtで応募 [18] rtで応募,12月号クリスマスコフレをプレゼント [16] 23,59まで [16] 11,23 [16] 1名様,応募方法は [14] 月,23 [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] をフォロー,この投稿をrt [12] 懸賞仲間募集中,懸賞垢さんと繋がりたい [12] 〆切は2022年11月21日,月 Top Word Pairs in Tweet in G5:
[449] เพ,ร [373] ร,ธ [298] ธ,ธนพนธ [289] #perthtanapon,#kdppe [258] #gmmtv2023,#gmmtv2023xperth [231] ธนพนธ,#gmmtv2023 [230] #gmmtv2023xperth,#perthtanapon [165] ม,อน [137] ร,ธช [137] ธช,ม Top Word Pairs in Tweet in G6:
[246] money,nhs [244] clairebubblepop,money [238] peer,private [238] firms,10 [238] private,sector [238] 10,5bill [238] tory,peer [238] 17bill,went [238] remember,17bill [238] nhs,remember Top Word Pairs in Tweet in G7:
[97] track,trace [43] furlough,fraud [31] ppe,track [28] bbcscotnewspr,don [28] investigate,ppe [28] trace,furlough [28] don,investigate [28] very,interested [28] scots,very [28] fraud,scandal Top Word Pairs in Tweet in G8:
[11] ukraine,energy [11] negotiations,migration [11] crisis,universal [11] ppe,procurement [11] universal,charger [11] procurement,vaccines [11] protocol,negotiations [11] migration,crisis [11] energy,protocol [11] vaccines,ukraine Top Word Pairs in Tweet in G9:
[33] shredding,10k [32] potentially,shredding [32] 10k,hard [32] money,wait [32] hear,brexit [32] joelycett,potentially [32] hard,earned [32] earned,money [32] wait,til [32] til,hear Top Word Pairs in Tweet in G10:
[69] michelle,mone [48] looking,forward [48] ppe,fraud [45] public,interest [43] bbcjamescook,reporting [43] leak,scandal [43] faslane,michelle [43] reporting,public [43] interest,stories [43] radiation,leak 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 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: