The graph represents a network of 8,370 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 September 2021 at 08:07 UTC.
The requested start date was Friday, 17 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 2-day, 5-hour, 24-minute period from Tuesday, 14 September 2021 at 06:58 UTC to Thursday, 16 September 2021 at 12:22 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 : 8370
Unique Edges : 3652
Edges With Duplicates : 12501
Total Edges : 16153
Number of Edge Types : 5
Retweet : 5747
MentionsInRetweet : 6742
Replies to : 946
Tweet : 1191
Mentions : 1527
Self-Loops : 1233
Reciprocated Vertex Pair Ratio : 0.0122873345935728
Reciprocated Edge Ratio : 0.0242763772175537
Connected Components : 1142
Single-Vertex Connected Components : 379
Maximum Vertices in a Connected Component : 2488
Maximum Edges in a Connected Component : 5245
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 5.102462
Graph Density : 0.000122315200618771
Modularity : 0.529546
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,370 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 September 2021 at 08:07 UTC.
The requested start date was Friday, 17 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 2-day, 5-hour, 24-minute period from Tuesday, 14 September 2021 at 06:58 UTC to Thursday, 16 September 2021 at 12:22 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:
[1424] unusable,ppe [1407] between,18 [1407] 18,22 [1386] total,ppe [1376] ppe,spending [1372] 8bn,between [1372] 22,value [1372] value,total [1371] woah,8bn [1371] spending,gone Top Word Pairs in Tweet in G1:
[1377] unusable,ppe [1369] between,18 [1369] 18,22 [1334] woah,8bn [1334] 8bn,between [1334] 22,value [1334] value,total [1334] total,ppe [1334] ppe,spending [1334] spending,gone Top Word Pairs in Tweet in G2:
[496] honoured,wear [496] wear,blue [496] blue,rcb [496] rcb,20th [496] 20th,september [496] september,pay [496] pay,tribute [496] tribute,frontline [496] frontline,warriors [496] warriors,worked Top Word Pairs in Tweet in G3:
[485] patrick_thfc,ในฐานะบ [485] ในฐานะบ,คลากรทางการแพทย [485] คลากรทางการแพทย,ด [485] ด,านหน [485] านหน,า [485] า,โรงพยาบาลช [485] โรงพยาบาลช,มพวง [485] มพวง,จ [485] จ,งหว [485] งหว,ดนครราชส Top Word Pairs in Tweet in G4:
[17] covid,19 [15] full,ppe [14] ด,ppe [12] ppe,kit [11] ช,ด [10] ng,ppe [9] face,masks [8] face,shield [8] personal,protective [8] protective,equipment Top Word Pairs in Tweet in G5:
[240] date,ppe [232] gps,fought [232] fought,covid [232] insufficient,date [232] none,everything [232] everything,keep [230] everydoctoruk,gps [184] covid,insufficient [184] ppe,none [183] keep,pat Top Word Pairs in Tweet in G6:
[185] wear,blue [175] rcb,wear [175] blue,jersey [167] jersey,kkr [167] kkr,20th [167] 20th,rcb [167] rcb,honoured [167] honoured,sport [167] sport,blue [167] blue,kit Top Word Pairs in Tweet in G7:
[206] 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 [206] 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 [205] 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 G8:
[303] ช,น [152] ช,ด [151] ขณะน,ทางโครงการของได [151] ทางโครงการของได,เราส [151] เราส,งมอบอ [151] งมอบอ,ปกรณ [151] ปกรณ,ทางการแพทย [151] ทางการแพทย,ช [151] ช,ดppe [151] ดppe,700 Top Word Pairs in Tweet in G9:
[20] face,masks [20] ps,dbm [18] procurement,face [18] masks,ppe's [18] ppe's,accordance [18] accordance,law [18] house,hearing [18] hearing,looking [18] looking,doh [18] doh,procurement Top Word Pairs in Tweet in G10:
[22] parlamentoue,europarl_es [21] parlement,européen [20] état,union [20] européen,strasbourg [19] discours,vonderleyen [19] vonderleyen,état [19] union,parlement [19] strasbourg,langue [19] langue,française [19] française,ppe_fr Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G5:
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: