The graph represents a network of 5,435 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, 31 July 2020 at 07:42 UTC.
The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 0-hour, 47-minute period from Wednesday, 29 July 2020 at 11:30 UTC to Thursday, 30 July 2020 at 12:17 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 : 5435
Unique Edges : 2657
Edges With Duplicates : 8422
Total Edges : 11079
Number of Edge Types : 5
Retweet : 3987
MentionsInRetweet : 4594
Replies to : 486
Mentions : 1079
Tweet : 933
Self-Loops : 976
Reciprocated Vertex Pair Ratio : 0.00704709522172568
Reciprocated Edge Ratio : 0.0139955623826592
Connected Components : 880
Single-Vertex Connected Components : 262
Maximum Vertices in a Connected Component : 1996
Maximum Edges in a Connected Component : 4327
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.567632
Graph Density : 0.00019838293696813
Modularity : 0.53871
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 5,435 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, 31 July 2020 at 07:42 UTC.
The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 0-hour, 47-minute period from Wednesday, 29 July 2020 at 11:30 UTC to Thursday, 30 July 2020 at 12:17 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:
[1088] স,ব [1065] ব,স [1065] স,থ [993] ppe,supplies [940] school,district [939] fema,confiscated [938] district,ordered [938] ordered,ppe [938] clorox,wipes [936] supplies,clorox Top Word Pairs in Tweet in G1:
[971] ppe,supplies [926] school,district [925] district,ordered [925] ordered,ppe [925] supplies,clorox [925] clorox,wipes [925] wipes,1000s [925] 1000s,large [925] large,district [925] district,fema Top Word Pairs in Tweet in G2:
[296] ppe,contract [294] nomvula,mokonyane [294] mokonyane,daughter [294] daughter,katleho [294] katleho,company [294] company,called [294] called,tuwo [294] tuwo,rhodesia [294] rhodesia,scored [294] scored,r2 Top Word Pairs in Tweet in G3:
[964] স,ব [940] ব,স [940] স,থ [652] থ,যকর [652] যকর,ম [652] ম,দ [652] দ,র [638] র,জ [588] ন,য [444] ত,র Top Word Pairs in Tweet in G4:
[66] ব,স [66] স,থ [65] স,ব [48] ন,য [44] থ,যকর [44] যকর,ম [44] ম,দ [44] দ,র [44] ত,র [44] র,জ Top Word Pairs in Tweet in G5:
[8] trump,sent [8] sent,18 [8] 18,tons [8] tons,ppe [7] need,more [6] johnjharwood,trump [5] pandemic,time [5] time,worse [5] worse,spiraled [5] spiraled,control Top Word Pairs in Tweet in G6:
[98] need,effective [98] effective,coordinated [98] coordinated,nationwide [98] nationwide,testing [98] testing,tracing [98] tracing,program [98] program,need [98] need,more [98] more,ppe [98] ppe,health Top Word Pairs in Tweet in G7:
[77] exactly,national [77] national,newspapers [77] newspapers,journalists [77] journalists,gone [77] gone,hour [77] hour,need [77] need,need [77] need,more [77] more,puff [77] puff,pieces Top Word Pairs in Tweet in G8:
[101] meet,'covid [101] 'covid,hunter' [101] hunter',houston [101] houston,coronavirus [101] coronavirus,unit [101] unit,wore [101] wore,layers [101] layers,ppe [101] ppe,masks [101] masks,gloves Top Word Pairs in Tweet in G9:
[14] criminally,negligent [13] 441,512 [13] 512,549 [13] 549,those [13] those,numbers [13] numbers,sink [13] sink,criminally [13] negligent,put [13] put,hcw [13] hcw,lives Top Word Pairs in Tweet in G10:
[16] procurement,ppe [15] department,health [13] health,mec [12] van1go,makhura [12] cyril,ppe [12] ppe,business [12] business,ve [12] ve,thought [11] treasury,centralised [11] centralised,procurement Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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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 G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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 G7:
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Top Tweeters in G9:
Top Tweeters in G10: