The graph represents a network of 8,037 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 Sunday, 04 July 2021 at 08:12 UTC.
The requested start date was Sunday, 04 July 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, 0-hour, 41-minute period from Wednesday, 30 June 2021 at 11:41 UTC to Friday, 02 July 2021 at 12:23 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 : 8037
Unique Edges : 3123
Edges With Duplicates : 13372
Total Edges : 16495
Number of Edge Types : 5
Retweet : 6090
MentionsInRetweet : 7081
Tweet : 1120
Mentions : 1434
Replies to : 770
Self-Loops : 1147
Reciprocated Vertex Pair Ratio : 0.0108174554394591
Reciprocated Edge Ratio : 0.0214033807612793
Connected Components : 1024
Single-Vertex Connected Components : 350
Maximum Vertices in a Connected Component : 1715
Maximum Edges in a Connected Component : 3538
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 3.552405
Graph Density : 0.000127319930785523
Modularity : 0.498376
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,037 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 Sunday, 04 July 2021 at 08:12 UTC.
The requested start date was Sunday, 04 July 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, 0-hour, 41-minute period from Wednesday, 30 June 2021 at 11:41 UTC to Friday, 02 July 2021 at 12:23 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:
[1715] dalam,ppe [1651] ppe,thank [1650] hero,sebenar [1650] sebenar,adalah [1650] adalah,those [1650] those,yang [1650] yang,dalam [1650] thank,beria [1650] beria,betul [1650] betul,yang Top Word Pairs in Tweet in G1:
[1713] dalam,ppe [1648] hero,sebenar [1648] sebenar,adalah [1648] adalah,those [1648] those,yang [1648] yang,dalam [1648] ppe,thank [1648] thank,beria [1648] beria,betul [1648] betul,yang Top Word Pairs in Tweet in G2:
[943] จากคนทำงาน,ย [943] ย,คไข [943] คไข,หว [943] หว,ดนก [943] ดนก,ช [943] ช,ดppe [943] ดppe,อ [943] อ,ปกรณ [943] ปกรณ,การแพทย [943] การแพทย,ท Top Word Pairs in Tweet in G3:
[117] prime,minister [115] happens,prime [115] minister,isn [115] isn,wearing [115] wearing,mask [115] mask,correct [115] correct,way [115] way,give [115] give,enhanced [115] enhanced,protection Top Word Pairs in Tweet in G4:
[155] vip,lane [112] test,trace [89] ppe,vip [89] lane,steroids [89] steroids,three [89] three,times [89] times,much [89] much,spent [89] spent,testing [89] testing,given Top Word Pairs in Tweet in G5:
[15] full,ppe [15] covid,19 [14] ppe,kit [13] ด,ppe [12] pakai,ppe [11] wear,ppe [11] ppe,kits [8] wear,capes [7] masks,ppe [7] one,toughest Top Word Pairs in Tweet in G6:
[86] #kdppe,#perthtanapon [61] ร,ธ [40] gt,gt [39] #perthtanapon,#kdppe [33] เพ,ร [31] ค,น [29] บเพ,ร [28] ว,นน [27] #เจ,บวนไปก [27] บวนไปก,บเพ Top Word Pairs in Tweet in G7:
[155] เป,ดคล [155] ดคล,ปด [155] ปด,วยความม [155] วยความม,อส [155] อส,น [155] น,ว [155] ว,คน [155] คน,ทำงานเหน [155] ทำงานเหน,อยมาก [155] อยมาก,ต Top Word Pairs in Tweet in G8:
[43] healthcare,workers [42] workers,car [42] car,factories [42] factories,higher [42] higher,grade [42] grade,ppe [42] ppe,doctors [42] doctors,nurses [42] nurses,healthcare [42] workers,making Top Word Pairs in Tweet in G9:
[51] time,compatriots [51] compatriots,proudly [51] proudly,stand [51] stand,shoulder [51] shoulder,shoulder [51] shoulder,india [51] india,medicos [51] medicos,officials [51] officials,health [50] rohanduat02,time Top Word Pairs in Tweet in G10:
[74] ppe,contracts [70] everybody,within [70] within,orbit [70] orbit,conservative [70] conservative,party [70] party,seems [70] seems,rewarded [70] rewarded,enormously [70] enormously,lucrative [70] lucrative,ppe Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: