The graph represents a network of 7,454 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, 03 June 2022 at 08:12 UTC.
The requested start date was Friday, 03 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 2-day, 6-hour, 31-minute period from Tuesday, 31 May 2022 at 05:50 UTC to Thursday, 02 June 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 : 7454
Unique Edges : 4515
Edges With Duplicates : 12416
Total Edges : 16931
Number of Edge Types : 5
Retweet : 5280
MentionsInRetweet : 7061
Tweet : 1405
Mentions : 1877
Replies to : 1308
Self-Loops : 1433
Reciprocated Vertex Pair Ratio : 0.0169990933816863
Reciprocated Edge Ratio : 0.0334299086249164
Connected Components : 950
Single-Vertex Connected Components : 344
Maximum Vertices in a Connected Component : 3107
Maximum Edges in a Connected Component : 7839
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 6.442334
Graph Density : 0.000161534598122476
Modularity : 0.52144
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,454 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, 03 June 2022 at 08:12 UTC.
The requested start date was Friday, 03 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 2-day, 6-hour, 31-minute period from Tuesday, 31 May 2022 at 05:50 UTC to Thursday, 02 June 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:
[1323] tory,peer [1203] vip,ppe [1044] another,tory [771] ppe,deals [769] being,investigated [766] peer,being [766] investigated,looks [766] looks,profiting [766] profiting,vip [765] jolyonmaugham,another Top Word Pairs in Tweet in G1:
[914] tory,peer [710] vip,ppe [699] another,tory [692] ppe,deals [691] peer,being [691] being,investigated [691] investigated,looks [691] looks,profiting [691] profiting,vip [690] jolyonmaugham,another Top Word Pairs in Tweet in G2:
[301] assam,govt [170] thewire_in,exclusive [162] ppe,kits [138] thewire_in,himantabiswa [134] emergency,medical [126] lockdown,assam [125] before,lockdown [124] govt,gave [124] gave,'urgent' [124] 'urgent',ppe Top Word Pairs in Tweet in G3:
[48] congrès,ppe [29] rotterdam,congrès [21] élection,tête [19] notre,famille [17] ppe,félicitations [17] félicitations,manfredweber [17] manfredweber,élection [17] tête,ppe [17] ppe,notre [16] chjacob77,rotterdam Top Word Pairs in Tweet in G4:
[15] congresso,ppe [14] ppe,contracts [12] ppe,rotterdam [12] covid,19 [11] festa,monza [10] lords,standards [9] personal,protective [9] protective,equipment [9] standards,watchdog [9] watchdog,investigates Top Word Pairs in Tweet in G5:
[234] tory,peer [198] lords,standards [185] standards,watchdog [185] watchdog,investigates [156] lord,chadlington [150] peer,lord [142] second,tory [142] firm,won [140] chadlington,director [136] investigates,second Top Word Pairs in Tweet in G6:
[290] vip,ppe [277] another,tory [248] nhs,staff [247] tory,politician [247] politician,under [247] under,investigation [247] investigation,over [247] over,ministers [247] ministers,unlawful [247] unlawful,vip Top Word Pairs in Tweet in G7:
[57] track,trace [52] ppe,contracts [27] lbc,danniboxall [25] dodgy,ppe [20] test,trace [16] 37,billion [16] useless,ppe [13] failed,track [11] ppe,track [10] trace,system Top Word Pairs in Tweet in G8:
[201] rtük,kelimesi [201] kelimesi,kadınları [201] kadınları,içermektedir [201] içermektedir,yani [201] yani,durmadan [201] durmadan,konu [201] konu,komşu [201] komşu,sokak [201] sokak,gezen [201] gezen,evinde Top Word Pairs in Tweet in G9:
[180] book,'a [180] 'a,nation [180] nation,protect [180] protect,priyam [180] priyam,gandhi [180] gandhi,mody [180] mody,complete [180] complete,justice [180] justice,india's [180] india's,response Top Word Pairs in Tweet in G10:
[232] according,reports [232] reports,tigray [232] tigray,ayder [232] ayder,hospital [232] hospital,#tigray [232] #tigray,35 [232] 35,53 [232] 53,staffers [232] staffers,tested [232] tested,positive 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 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: