The graph represents a network of 8,249 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, 17 December 2021 at 09:07 UTC.
The requested start date was Friday, 17 December 2021 at 01:01 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, 3-hour, 18-minute period from Tuesday, 14 December 2021 at 09:03 UTC to Thursday, 16 December 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 : 8249
Unique Edges : 4557
Edges With Duplicates : 12239
Total Edges : 16796
Number of Edge Types : 5
Retweet : 5665
MentionsInRetweet : 7274
Tweet : 1269
Mentions : 1454
Replies to : 1134
Self-Loops : 1293
Reciprocated Vertex Pair Ratio : 0.00907617504051864
Reciprocated Edge Ratio : 0.0179890780597494
Connected Components : 1133
Single-Vertex Connected Components : 368
Maximum Vertices in a Connected Component : 4201
Maximum Edges in a Connected Component : 9963
Maximum Geodesic Distance (Diameter) : 31
Average Geodesic Distance : 6.755944
Graph Density : 0.000137262030644399
Modularity : 0.541419
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,249 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, 17 December 2021 at 09:07 UTC.
The requested start date was Friday, 17 December 2021 at 01:01 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, 3-hour, 18-minute period from Tuesday, 14 December 2021 at 09:03 UTC to Thursday, 16 December 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:
[904] really,quite [904] quite,grim [904] grim,government [904] government,sued [904] sued,over [904] over,vip [904] vip,contracts [904] contracts,bullied [904] bullied,regulator [904] regulator,allow Top Word Pairs in Tweet in G1:
[781] really,quite [781] quite,grim [781] grim,government [781] government,sued [781] sued,over [781] over,vip [781] vip,contracts [781] contracts,bullied [781] bullied,regulator [781] regulator,allow Top Word Pairs in Tweet in G2:
[239] ppe,supplied [221] vip,lane [211] cost,taxpayer [211] during,first [211] first,wave [210] supplied,vip [210] lane,companies [210] companies,repeatedly [210] repeatedly,cleared [210] cleared,use Top Word Pairs in Tweet in G3:
[434] covid,19 [434] ppe,money [433] day,dd [433] dd,charge [433] charge,country [433] country,loadshedding [433] loadshedding,covid [433] 19,ppe [433] money,stolen [433] stolen,failed Top Word Pairs in Tweet in G4:
[16] covid,19 [16] റ,റ [12] ക,ക [11] #ppe,#ppesupplier [10] ppe,contracts [10] ppe,ക [10] ക,റ [10] ന,ന [9] personal,protective [9] protective,equipment Top Word Pairs in Tweet in G5:
[241] today,chris [241] chris,whitty [241] whitty,many [241] many,nhs [241] nhs,staff [241] staff,ill [241] ill,shortages [241] shortages,please [241] please,protect [241] protect,hcws Top Word Pairs in Tweet in G6:
[274] covid,19 [274] ppe,money [273] loadshedding,covid [273] 19,ppe [273] money,stolen [273] stolen,failed [261] day,david [261] david,mabuza [261] mabuza,charge [261] charge,south Top Word Pairs in Tweet in G7:
[101] hospital,workers [101] workers,england [101] england,being [101] being,told [101] told,lateral [101] lateral,flow [101] flow,devices [101] devices,despite [101] despite,being [101] being,expected Top Word Pairs in Tweet in G8:
[130] ppe,ones [130] ones,magnum [130] magnum,ice [130] ice,cream [129] robertmarawa,ppe [45] priorities,country [45] country,bizarre [45] bizarre,ppe [45] ppe,looters [45] looters,walking Top Word Pairs in Tweet in G9:
[125] #kdppe,#perthtanapon [39] ร,ธ [35] เพ,ร [29] #perthtanapon,#kdppe [22] 21,12 [20] ร,ว [20] ธ,ธนพนธ [20] ว,นน [19] งเอ,ญร [19] shows,mini Top Word Pairs in Tweet in G10:
[34] track,trace [18] ppe,contracts [17] timjames16,brianmoore666 [8] trace,ppe [8] nhs,staff [7] good,use [6] use,public [6] public,money [6] nhs,bed [6] bed,capacity 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 G7:
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: