The graph represents a network of 8,351 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, 12 December 2021 at 09:15 UTC.
The requested start date was Sunday, 12 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 3-day, 1-hour, 39-minute period from Wednesday, 08 December 2021 at 10:41 UTC to Saturday, 11 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 : 8351
Unique Edges : 4570
Edges With Duplicates : 12442
Total Edges : 17012
Number of Edge Types : 5
Tweet : 1523
Retweet : 5418
MentionsInRetweet : 6528
Replies to : 1253
Mentions : 2290
Self-Loops : 1572
Reciprocated Vertex Pair Ratio : 0.012921038100497
Reciprocated Edge Ratio : 0.0255124291321413
Connected Components : 1173
Single-Vertex Connected Components : 388
Maximum Vertices in a Connected Component : 3982
Maximum Edges in a Connected Component : 9461
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.453519
Graph Density : 0.000131534320892403
Modularity : 0.53801
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,351 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, 12 December 2021 at 09:15 UTC.
The requested start date was Sunday, 12 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 3-day, 1-hour, 39-minute period from Wednesday, 08 December 2021 at 10:41 UTC to Saturday, 11 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:
[1100] procurement,decision [558] michael,gove [556] ppe,procurement [554] 150,000 [554] decision,went [551] went,stage [547] single,ppe [546] gove,single [546] stage,procurement [546] decision,lying Top Word Pairs in Tweet in G1:
[981] procurement,decision [492] michael,gove [492] ppe,procurement [492] decision,went [489] gove,single [489] single,ppe [489] went,stage [489] stage,procurement [489] decision,lying [488] withorpe,michael Top Word Pairs in Tweet in G2:
[394] 150,000 [393] nearly,150 [393] 000,people [393] people,died [393] died,covid [393] covid,uk [393] uk,hundreds [393] hundreds,local [393] local,businesses [393] businesses,forced Top Word Pairs in Tweet in G3:
[406] tory,ministers [406] ministers,mps [406] mps,lords [406] lords,accused [406] accused,lying [406] lying,ppe [406] ppe,shortages [406] shortages,care [406] care,worker [406] worker,frontline Top Word Pairs in Tweet in G4:
[270] utter,crap [270] crap,taught [270] taught,classrooms [270] classrooms,last [270] last,year [270] year,everyone [270] everyone,wearing [270] wearing,mask [270] mask,problems [270] problems,being Top Word Pairs in Tweet in G5:
[19] ppe,contracts [15] #denim,#camouflage [15] #camouflage,#scrubs [15] #scrubs,09e [15] 09e,#intalgarments [15] #intalgarments,#scrubsuit [15] #scrubsuit,#doctor [15] #doctor,#nurse [15] #nurse,#physician [15] #physician,#dentist Top Word Pairs in Tweet in G6:
[26] track,trace [18] shaun_qureshi,borisjohnson [18] borisjohnson,absolutely [18] absolutely,need [18] need,covid [18] covid,inquiry [18] inquiry,many [18] many,policies [18] policies,caused [18] caused,harm Top Word Pairs in Tweet in G7:
[156] shoutout,teachers [156] teachers,melbourne [156] melbourne,who've [156] who've,showing [156] showing,work [156] work,day [156] day,exposed [156] exposed,without [156] without,high [155] drkate_miller,shoutout Top Word Pairs in Tweet in G8:
[131] ˆà,ˆà [105] #kdppe,#perthtanapon [62] ˆà,šà [57] µà,ˆà [49] šà,ˆà [44] ˆà,ªà [43] ˆà,µà [34] #perthtanapon,#kdppe [33] #à,šà [31] šà,šà Top Word Pairs in Tweet in G9:
[234] œfollowed,rulesâ [122] barnard,castle [121] boris,johnson [121] johnson,barnard [121] xmas,party [121] ministerial,bullying [120] nazirafzal,boris [117] castle,œfollowed [117] rulesâ,xmas [117] party,œfollowed Top Word Pairs in Tweet in G10:
[105] お知らせ,12月13日 [105] 12月13日,月 [105] 月,発売のヤングキング [105] 発売のヤングキング,表紙 [105] 表紙,巻頭 [105] 巻頭,巻中ppeジャックに [105] 巻中ppeジャックに,篠原みなみも登場します [105] 篠原みなみも登場します,これからの季節にぴったりな [105] これからの季節にぴったりな,虎クリスマスグラビアだよ [105] 虎クリスマスグラビアだよ,ppeメンバーになった私の初めての1冊 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 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: