The graph represents a network of 8,541 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, 24 September 2021 at 08:10 UTC.
The requested start date was Friday, 24 September 2021 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, 3-hour, 53-minute period from Tuesday, 21 September 2021 at 08:26 UTC to Thursday, 23 September 2021 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 : 8541
Unique Edges : 5911
Edges With Duplicates : 11240
Total Edges : 17151
Number of Edge Types : 5
Retweet : 4804
MentionsInRetweet : 6520
Tweet : 1584
Replies to : 1504
Mentions : 2739
Self-Loops : 1625
Reciprocated Vertex Pair Ratio : 0.0136270491803279
Reciprocated Edge Ratio : 0.0268876983725867
Connected Components : 1409
Single-Vertex Connected Components : 492
Maximum Vertices in a Connected Component : 2030
Maximum Edges in a Connected Component : 4786
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 6.600359
Graph Density : 0.00013563176599332
Modularity : 0.584963
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,541 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, 24 September 2021 at 08:10 UTC.
The requested start date was Friday, 24 September 2021 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, 3-hour, 53-minute period from Tuesday, 21 September 2021 at 08:26 UTC to Thursday, 23 September 2021 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:
[483] industry,produced [483] produced,cost [483] cost,effective [469] full,ppe [457] ppe,contracts [400] tak,cukup [391] effective,diagnostic [384] diagnostic,kits [373] india,always [373] always,seen Top Word Pairs in Tweet in G1:
[26] plastic,waste [25] covid,19 [23] full,ppe [22] masks,find [22] find,life [22] life,fighting [21] fighting,plastic [16] ppe,masks [12] old,ppe [10] personal,protective Top Word Pairs in Tweet in G2:
[458] industry,produced [458] produced,cost [458] cost,effective [367] effective,diagnostic [360] diagnostic,kits [349] india,always [349] always,seen [349] seen,humanity [349] humanity,one [349] one,family Top Word Pairs in Tweet in G3:
[352] ppe,contracts [348] huge,thanks [348] thanks,goodlawproject [348] goodlawproject,dogged [348] dogged,pursuit [348] pursuit,truth [348] truth,behind [348] behind,government [348] government,awarding [348] awarding,ppe Top Word Pairs in Tweet in G4:
[113] mpumalanga,company [111] single,mpumalanga [108] ppe,tender [107] company,robbed [106] robbed,saps [103] covid,19 [102] hundreds,millions [102] millions,covid [102] 19,ppe [101] saps,hundreds Top Word Pairs in Tweet in G5:
[48] track,trace [32] johnson,maintaining [32] maintaining,universal [32] universal,credit [32] credit,uplift [32] uplift,mean [32] mean,tax [32] tax,hike [32] hike,royal [32] royal,boat Top Word Pairs in Tweet in G6:
[274] full,ppe [244] shifts,full [243] nurses,doctors [243] doctors,ones [243] ones,pulling [243] pulling,14 [243] 14,hour [243] hour,shifts [239] ppe,ones [239] ones,frontline Top Word Pairs in Tweet in G7:
[102] fxbellamy,damienabad [82] republicains_an,ppe_fr [78] lesrep_senat,republicains_an [77] damienabad,lesrep_senat [66] brunoretailleau,fxbellamy [33] republicains_an,lesrep_senat [25] lesrep_senat,fxbellamy [20] ppe_fr,republicains_an [17] damienabad,fxbellamy [16] brunoretailleau,ppe_fr Top Word Pairs in Tweet in G8:
[144] taxpayer's,money [144] money,companies [143] kwasikwarteng,think [143] think,right [143] right,inject [143] inject,taxpayer's [143] companies,badly [143] badly,run [143] run,government [142] karmaunc,kwasikwarteng Top Word Pairs in Tweet in G9:
[384] tak,cukup [192] laaaa,time [192] time,covid [192] covid,hospital [192] hospital,meratib [192] meratib,takda [192] takda,ppe [192] ppe,ventilator [192] ventilator,tak [192] cukup,rakyat Top Word Pairs in Tweet in G10:
[185] ppe,kits [184] building,world [184] world,class [184] class,defence [184] defence,infra [184] infra,promoting [184] promoting,idex [184] idex,becoming [184] becoming,world [184] world,2nd Top Replied-To in Entire Graph:
Top Replied-To in G1:
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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 Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: