The graph represents a network of 9,646 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 Saturday, 03 October 2020 at 09:28 UTC.
The requested start date was Saturday, 03 October 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 2-day, 1-hour, 15-minute period from Wednesday, 30 September 2020 at 02:05 UTC to Friday, 02 October 2020 at 03:21 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 : 9646
Unique Edges : 6817
Edges With Duplicates : 11710
Total Edges : 18527
Number of Edge Types : 5
Tweet : 2014
Retweet : 4857
MentionsInRetweet : 6664
Mentions : 3335
Replies to : 1657
Self-Loops : 2087
Reciprocated Vertex Pair Ratio : 0.0150567070786077
Reciprocated Edge Ratio : 0.0296667308803699
Connected Components : 1746
Single-Vertex Connected Components : 549
Maximum Vertices in a Connected Component : 3730
Maximum Edges in a Connected Component : 8443
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.557162
Graph Density : 0.000111591607820957
Modularity : 0.576509
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 9,646 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 Saturday, 03 October 2020 at 09:28 UTC.
The requested start date was Saturday, 03 October 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 2-day, 1-hour, 15-minute period from Wednesday, 30 September 2020 at 02:05 UTC to Friday, 02 October 2020 at 03:21 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:
[249] covid,19 [203] earlier,year [200] speaker,pelosi [200] pelosi,latest [200] latest,proposal [200] proposal,essentially [200] essentially,same [200] same,bloated [200] bloated,blueprint [200] blueprint,tried Top Word Pairs in Tweet in G1:
[171] travel,china [164] china,europe [161] ventilators,vaccines [159] vaccines,therapeutics [158] excellent,answer [158] answer,realdonaldtrump [158] realdonaldtrump,covid19 [158] covid19,ventilators [158] therapeutics,travel [157] kellyannepolls,excellent Top Word Pairs in Tweet in G2:
[83] joe,biden [64] chris,wallace [25] president,trump [21] name,one [18] white,supremacy [18] hunter,biden [18] proud,boys [17] antifa,idea [15] white,supremacist [15] donald,trump Top Word Pairs in Tweet in G3:
[35] covid,19 [19] protective,equipment [18] personal,protective [14] proper,ppe [11] full,ppe [11] masks,ppe [10] #mfg,#sme [10] #sme,#industrial [10] #industrial,#valves [10] #valves,#actuators Top Word Pairs in Tweet in G4:
[200] speaker,pelosi [200] pelosi,latest [200] latest,proposal [200] proposal,essentially [200] essentially,same [200] same,bloated [200] bloated,blueprint [200] blueprint,tried [200] tried,earlier [200] earlier,year Top Word Pairs in Tweet in G5:
[166] #kdppe,#perthtanapon [42] #perthtanapon,#kdppe [38] เพ,ร [34] น,าร [29] ร,ธ [28] ว,นน [28] perthppe,#kdppe [27] #wetvบ,งเอ [27] งเอ,ญlive [23] เอ,หล Top Word Pairs in Tweet in G6:
[153] ppe,shortage [151] dr,fauci [151] fauci,trump's [151] trump's,mask [151] mask,comments [151] comments,last [151] last,night [151] night,ppe [151] shortage,data [151] data,clear Top Word Pairs in Tweet in G7:
[58] health,care [57] frontline,health [57] care,workers [56] trump,administration [56] administration,abandoned [56] abandoned,nurses [56] nurses,leaving [56] leaving,frontline [56] workers,sick [56] sick,die Top Word Pairs in Tweet in G8:
[59] still,really [59] really,annoyed [59] annoyed,biden's [59] biden's,pretense [59] pretense,president [59] president,somehow [59] somehow,open [59] open,economy [59] economy,faster [59] faster,again Top Word Pairs in Tweet in G9:
[103] fact,check [103] check,true [103] true,ppe [103] ppe,ventilators [103] ventilators,right [103] right,away [103] away,took [103] took,months [103] months,told [103] told,states Top Word Pairs in Tweet in G10:
[88] 200,000 [88] 000,people [88] people,died [88] died,30 [88] 30,million [88] million,work [88] work,trump [88] trump,failed [88] failed,american [88] american,people Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G8:
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 G5:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G9:
Top Tweeters in G10: