The graph represents a network of 8,246 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 Tuesday, 21 June 2022 at 11:23 UTC.
The requested start date was Tuesday, 21 June 2022 at 00:01 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 4-day, 9-hour, 9-minute period from Thursday, 16 June 2022 at 03:11 UTC to Monday, 20 June 2022 at 12:20 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 : 8246
Unique Edges : 5167
Edges With Duplicates : 11748
Total Edges : 16915
Number of Edge Types : 5
Retweet : 5113
MentionsInRetweet : 6851
Mentions : 1856
Replies to : 1576
Tweet : 1519
Self-Loops : 1547
Reciprocated Vertex Pair Ratio : 0.0129039138317159
Reciprocated Edge Ratio : 0.025479048220678
Connected Components : 1043
Single-Vertex Connected Components : 337
Maximum Vertices in a Connected Component : 4668
Maximum Edges in a Connected Component : 10644
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 7.217711
Graph Density : 0.000139700568936377
Modularity : 0.559685
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,246 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 Tuesday, 21 June 2022 at 11:23 UTC.
The requested start date was Tuesday, 21 June 2022 at 00:01 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 4-day, 9-hour, 9-minute period from Thursday, 16 June 2022 at 03:11 UTC to Monday, 20 June 2022 at 12:20 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:
[1183] unsuitable,ppe [1181] government,burning [1180] 15,000 [1180] 000,pallets [1179] reminder,government [1179] burning,15 [1179] pallets,unsuitable [1179] ppe,month [1178] berniespofforth,reminder [1178] month,value Top Word Pairs in Tweet in G1:
[1130] unsuitable,ppe [1129] reminder,government [1129] government,burning [1129] burning,15 [1129] 15,000 [1129] 000,pallets [1129] pallets,unsuitable [1129] ppe,month [1128] month,value [1128] value,billion Top Word Pairs in Tweet in G2:
[107] track,trace [86] ve,front [86] front,hear [86] hear,dead [86] dead,cat [86] cat,bouncing [86] bouncing,fund [86] fund,nhs [86] nhs,years [86] years,give Top Word Pairs in Tweet in G3:
[349] ppe,loans [346] threepeaks74,davenewworld_2 [345] billions,ppe [344] wealthy,corporations [344] corporations,billions [343] davenewworld_2,makes [343] makes,valid [343] valid,point [343] point,wealthy [343] loans,inflation Top Word Pairs in Tweet in G4:
[10] ppe,contracts [9] สมเด,จพระกน [9] จพระกน,ษฐาธ [9] ษฐาธ,ราชเจ [9] ราชเจ,า [9] า,กรมสมเด [9] กรมสมเด,จพระเทพร [9] จพระเทพร,ตนราชส [9] ตนราชส,ดาฯ [9] ช,ด Top Word Pairs in Tweet in G5:
[17] format_ppe,а [7] grimucas,format_ppe [6] в,україну [6] в,україні [5] надання,україні [5] в,києві [5] format_ppe,та [5] як,і [5] format_ppe,я [4] можуть,бути Top Word Pairs in Tweet in G6:
[67] #michellemone,charged [67] charged,defrauding [67] defrauding,100millions [67] 100millions,useless [67] useless,fake [67] fake,ppe [66] bandraidoir,#michellemone [51] ppe,contracts [31] rule,breaking [31] breaking,rampant Top Word Pairs in Tweet in G7:
[203] far,many [203] many,countries [203] countries,abandoned [203] abandoned,public [203] public,health [203] health,measures [203] measures,masks [203] masks,indoors [203] indoors,distance [203] distance,invested Top Word Pairs in Tweet in G8:
[85] face,masks [84] 5000,plus [84] plus,pallets [84] pallets,ppe [84] ppe,nhs [84] nhs,face [84] masks,longer [84] longer,needed [84] needed,tax [84] tax,payers Top Word Pairs in Tweet in G9:
[60] annect64,youarelobbylud [58] youarelobbylud,work [58] work,anything [58] anything,less [58] less,fit [58] fit,tested [58] tested,n95 [58] n95,ppe [58] ppe,downgraded [58] downgraded,supply Top Word Pairs in Tweet in G10:
[141] money,literally [141] literally,going [141] going,smoke [141] smoke,right [141] right,billions [141] billions,ppe [141] ppe,unopened [141] unopened,pallets [141] pallets,being [141] being,burned 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 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: