The graph represents a network of 7,482 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, 08 June 2022 at 07:58 UTC.
The requested start date was Wednesday, 08 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, 3-hour, 41-minute period from Friday, 03 June 2022 at 08:40 UTC to Tuesday, 07 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 : 7482
Unique Edges : 4495
Edges With Duplicates : 13013
Total Edges : 17508
Number of Edge Types : 5
Replies to : 1307
Mentions : 1838
Retweet : 5631
MentionsInRetweet : 7745
Tweet : 987
Self-Loops : 1010
Reciprocated Vertex Pair Ratio : 0.00751252086811352
Reciprocated Edge Ratio : 0.0149130074565037
Connected Components : 709
Single-Vertex Connected Components : 252
Maximum Vertices in a Connected Component : 2432
Maximum Edges in a Connected Component : 5860
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.387375
Graph Density : 0.000172512233700765
Modularity : 0.525495
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,482 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, 08 June 2022 at 07:58 UTC.
The requested start date was Wednesday, 08 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, 3-hour, 41-minute period from Friday, 03 June 2022 at 08:40 UTC to Tuesday, 07 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:
[1665] hamilton,ndlovu [1084] ppe,tenders [986] declared,invalid [978] tenders,worth [976] invalid,unlawful [964] worth,r172m [964] r172m,awarded [964] awarded,nhls [964] ndlovu,associated [963] nhls,hamilton Top Word Pairs in Tweet in G1:
[1636] hamilton,ndlovu [1076] ppe,tenders [984] declared,invalid [975] tenders,worth [972] invalid,unlawful [962] awarded,nhls [962] nhls,hamilton [961] worth,r172m [961] r172m,awarded [961] ndlovu,associated Top Word Pairs in Tweet in G2:
[376] cm,himantabiswa [370] ppe,kit [337] people,assam [337] assam,suffering [337] suffering,owing [337] owing,pandemic [337] pandemic,cm [336] himantabiswa,filling [336] filling,pockets [336] pockets,kith Top Word Pairs in Tweet in G3:
[216] track,trace [122] ppe,contracts [116] care,homes [77] 37,billion [66] test,trace [66] big,calls [61] ministerial,code [59] mr,penrose [59] penrose,choose [59] choose,ignore Top Word Pairs in Tweet in G4:
[266] anti,corruption [236] corruption,tsar [236] covid,contracts [235] things,penrose [235] penrose,didn [235] didn,resign [235] resign,over [235] over,anti [235] tsar,covid [235] contracts,worth Top Word Pairs in Tweet in G5:
[19] ppe,contracts [15] hamilton,ndlovu [14] care,homes [10] test,trace [9] useless,ppe [8] big,calls [7] pay,back [7] ndlovu,ordered [6] ãƒ,ム[6] ì,ì Top Word Pairs in Tweet in G6:
[438] ppe,kits [220] assam,cm [219] cm,himanta [219] himanta,sarma's [219] sarma's,wife's [219] wife's,firm [219] firm,record [219] record,supplying [219] supplying,ppe [219] kits,received Top Word Pairs in Tweet in G7:
[89] care,homes [67] dodgy,ppe [63] bodies,pile [63] pile,high [63] high,cronyism [63] ppe,deals [62] nadinedorries,care [62] homes,#deathgate [62] #deathgate,bodies [62] cronyism,corruption Top Word Pairs in Tweet in G8:
[150] test,trace [148] health,minister [148] minister,during [148] during,pandemic [148] pandemic,wasted [148] wasted,billions [148] billions,pounds [148] pounds,botched [148] botched,test [148] trace,system Top Word Pairs in Tweet in G9:
[59] big,calls [59] calls,right [59] highest,death [59] death,toll [59] toll,europe [59] europe,second [58] we've,taken [58] taken,tough [58] tough,decisions [58] decisions,we've Top Word Pairs in Tweet in G10:
[57] 大事なお知らせ,この度ppe41が [57] この度ppe41が,tifにアイドルグループとして [57] tifにアイドルグループとして,出演することが決まりました [57] 出演することが決まりました,ねえ信じられる [57] ねえ信じられる,私信じられないよおおお [57] 私信じられないよおおお,今までいちばんアツーーーい夏 [57] 今までいちばんアツーーーい夏,どうか一緒にすごしてください [56] snhr_minami,大事なお知らせ [56] どうか一緒にすごしてください,ht [51] お知らせ,この度 Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: