The graph represents a network of 8,811 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, 20 September 2021 at 08:45 UTC.
The requested start date was Monday, 20 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 3-day, 1-hour, 37-minute period from Thursday, 16 September 2021 at 10:44 UTC to Sunday, 19 September 2021 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 : 8811
Unique Edges : 4849
Edges With Duplicates : 11676
Total Edges : 16525
Number of Edge Types : 5
Retweet : 5210
MentionsInRetweet : 6251
Tweet : 1421
Replies to : 1431
Mentions : 2212
Self-Loops : 1466
Reciprocated Vertex Pair Ratio : 0.015976922223455
Reciprocated Edge Ratio : 0.0314513486949874
Connected Components : 1316
Single-Vertex Connected Components : 460
Maximum Vertices in a Connected Component : 2916
Maximum Edges in a Connected Component : 6329
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 7.38572
Graph Density : 0.000117964710039599
Modularity : 0.562021
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,811 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, 20 September 2021 at 08:45 UTC.
The requested start date was Monday, 20 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 3-day, 1-hour, 37-minute period from Thursday, 16 September 2021 at 10:44 UTC to Sunday, 19 September 2021 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:
[626] unusable,ppe [611] staggering,cost [609] between,18 [609] 18,22 [602] ppe,spending [600] 8bn,between [600] 22,value [600] value,total [600] total,ppe [599] woah,8bn Top Word Pairs in Tweet in G1:
[597] unusable,ppe [591] staggering,cost [590] between,18 [590] 18,22 [581] woah,8bn [581] 8bn,between [581] 22,value [581] value,total [581] total,ppe [581] ppe,spending Top Word Pairs in Tweet in G2:
[389] language,offends [389] offends,wait [389] wait,until [389] until,tell [389] tell,child [389] child,poverty [389] poverty,work [389] work,poverty [389] poverty,homelessness [389] homelessness,universal Top Word Pairs in Tweet in G3:
[22] full,ppe [20] covid,19 [17] walang,ppe [16] ด,ppe [16] sa,covid [15] ช,ด [12] ppe,worth [10] face,mask [10] care,homes [10] minister,admits Top Word Pairs in Tweet in G4:
[436] 地方の小児科医先生が前に載せてたすみっコぐらしスクラブが届いたので早速着てみた,でも午前中発熱対応でppe着けてたからか誰にも気付かれず [436] でも午前中発熱対応でppe着けてたからか誰にも気付かれず,ポケットのすみっこちゃんたちが可愛くないですか [435] fn0zyaq03en3ydw,地方の小児科医先生が前に載せてたすみっコぐらしスクラブが届いたので早速着てみた Top Word Pairs in Tweet in G5:
[238] full,ppe [164] shifts,full [164] 12,hour [163] hour,shifts [155] nurses,doctors [154] meanwhile,nurses [154] doctors,pulling [154] pulling,12 [153] _biancah,meanwhile [33] drs,nurses Top Word Pairs in Tweet in G6:
[24] care,home [21] track,trace [20] louise,ran [20] ran,care [19] first,wave [19] wave,ppe [18] ppe,oxygen [18] oxygen,testing [18] testing,read [17] #help,louise Top Word Pairs in Tweet in G7:
[17] dzbb,jhomer_apresto [15] ng,ppe [15] ang,mga [15] sa,mga [11] covid,ward [10] ng,mga [9] sa,covid [7] ppe,tutal [7] bigyan,ng [7] urgency,prompted Top Word Pairs in Tweet in G8:
[218] ช,ด [119] hang,dong [119] dong,rescue [119] rescue,club [86] ให,ก [72] trans,hang [72] club,thank [72] thank,donation [72] donation,behalf [72] behalf,bright Top Word Pairs in Tweet in G9:
[68] superior,ppe [67] school,boards [67] wear,superior [59] boards,telling [59] telling,employees [59] employees,wear [59] ppe,isn [59] isn,equitable [59] equitable,excuse [58] imgrund,school Top Word Pairs in Tweet in G10:
[141] gopers,people [141] people,free [141] free,vaccine [141] vaccine,end [141] end,covid [141] covid,pandemic [141] pandemic,people [141] people,sick [141] sick,dying [140] cj_isnowblue,gopers Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: