The graph represents a network of 8,431 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 Monday, 03 August 2020 at 07:52 UTC.
The requested start date was Monday, 03 August 2020 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, 0-hour, 38-minute period from Wednesday, 29 July 2020 at 11:39 UTC to Sunday, 02 August 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 : 8431
Unique Edges : 3892
Edges With Duplicates : 13111
Total Edges : 17003
Number of Edge Types : 5
Retweet : 6223
MentionsInRetweet : 7373
Mentions : 1515
Replies to : 750
Tweet : 1142
Self-Loops : 1183
Reciprocated Vertex Pair Ratio : 0.00658039043649923
Reciprocated Edge Ratio : 0.0130747439529309
Connected Components : 1109
Single-Vertex Connected Components : 320
Maximum Vertices in a Connected Component : 4157
Maximum Edges in a Connected Component : 10146
Maximum Geodesic Distance (Diameter) : 38
Average Geodesic Distance : 8.73192
Graph Density : 0.000129134233614775
Modularity : 0.545125
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 8,431 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 Monday, 03 August 2020 at 07:52 UTC.
The requested start date was Monday, 03 August 2020 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, 0-hour, 38-minute period from Wednesday, 29 July 2020 at 11:39 UTC to Sunday, 02 August 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:
[1000] ppe,supplies [940] school,district [939] fema,confiscated [938] district,ordered [938] ordered,ppe [938] clorox,wipes [936] supplies,clorox [936] wipes,1000s [936] 1000s,large [936] large,district Top Word Pairs in Tweet in G1:
[949] ppe,supplies [904] school,district [903] district,ordered [903] ordered,ppe [903] supplies,clorox [903] clorox,wipes [903] wipes,1000s [903] 1000s,large [903] large,district [903] district,fema Top Word Pairs in Tweet in G2:
[646] nationwide,testing [553] enhanced,unemployment [553] unemployment,benefits [552] benefits,expired [552] expired,millions [552] millions,overnight [552] overnight,don [552] don,effective [552] effective,nationwide [552] testing,program Top Word Pairs in Tweet in G3:
[291] ppe,contract [289] nomvula,mokonyane [289] mokonyane,daughter [289] daughter,katleho [289] katleho,company [289] company,called [289] called,tuwo [289] tuwo,rhodesia [289] rhodesia,scored [289] scored,r2 Top Word Pairs in Tweet in G4:
[406] reporting,yesterday [406] yesterday,vanity [406] vanity,fair [406] fair,jared [406] jared,solution [406] solution,keeping [406] keeping,father [406] father,law [406] law,power [406] power,covid Top Word Pairs in Tweet in G5:
[54] স,ব [53] ব,স [53] স,থ [39] ন,য [36] থ,যকর [36] যকর,ম [36] ম,দ [36] দ,র [36] ত,র [36] র,জ Top Word Pairs in Tweet in G6:
[633] স,ব [617] ব,স [617] স,থ [424] থ,যকর [424] যকর,ম [424] ম,দ [424] দ,র [421] র,জ [400] ন,য [288] ত,র Top Word Pairs in Tweet in G7:
[119] dramatic,federal [119] federal,failures [119] failures,seizure [119] seizure,resale [119] resale,profit [119] profit,ppe [119] ppe,strategic [119] strategic,political [119] political,decision [119] decision,scrap Top Word Pairs in Tweet in G8:
[9] health,care [9] care,workers [7] workers,adequate [7] adequate,gloves [7] gloves,gowns [7] gowns,face [7] face,masks [7] masks,still [7] still,times [7] times,risk Top Word Pairs in Tweet in G9:
[40] department,health [40] royal,bhaca [39] gauteng,department [37] health,paid [37] paid,royal [37] bhaca,projects [37] projects,r80 [37] r80,million [24] ppe,services [23] personal,protective Top Word Pairs in Tweet in G10:
[134] res,ipsa [134] ipsa,loquitor [134] loquitor,two [134] two,exhausted [134] exhausted,healthcare [134] healthcare,workers [134] workers,one [134] one,hospitals [134] hospitals,metro [134] metro,manila Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: