The graph represents a network of 9,504 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 Wednesday, 21 October 2020 at 07:56 UTC.
The requested start date was Wednesday, 21 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 3-day, 1-hour, 53-minute period from Saturday, 17 October 2020 at 01:30 UTC to Tuesday, 20 October 2020 at 03:23 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 : 9504
Unique Edges : 6320
Edges With Duplicates : 11970
Total Edges : 18290
Number of Edge Types : 5
Retweet : 5145
MentionsInRetweet : 6976
Replies to : 1702
Mentions : 2924
Tweet : 1543
Self-Loops : 1580
Reciprocated Vertex Pair Ratio : 0.010357177427161
Reciprocated Edge Ratio : 0.0205020118796704
Connected Components : 1432
Single-Vertex Connected Components : 419
Maximum Vertices in a Connected Component : 3492
Maximum Edges in a Connected Component : 7849
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 7.640036
Graph Density : 0.000115571336501569
Modularity : 0.583211
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 9,504 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 Wednesday, 21 October 2020 at 07:56 UTC.
The requested start date was Wednesday, 21 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 3-day, 1-hour, 53-minute period from Saturday, 17 October 2020 at 01:30 UTC to Tuesday, 20 October 2020 at 03:23 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:
[284] dr,fauci [283] covid,19 [265] medical,staff [254] hire,50 [254] 50,medical [254] staff,pay [254] pay,rm3 [254] rm3,000 [254] 000,month [254] month,using Top Word Pairs in Tweet in G1:
[71] ppe,china [61] thousands,dying [59] china,first [58] keep,safe [57] hide,china [57] first,agenda [57] agenda,trump [57] getting,infected [57] infected,thousands [57] day,shipped Top Word Pairs in Tweet in G2:
[32] covid,19 [12] election,day [11] vote,safely [11] safely,steps [11] steps,election [11] day,life [11] life,kit [9] wear,ppe [8] wearing,ppe [8] full,ppe Top Word Pairs in Tweet in G3:
[21] hunter,biden [16] covid,covid [9] exclusive,'it [9] 'it,outrageous [9] outrageous,regime [9] regime,gave [9] gave,pandemic [9] pandemic,mendacity [9] mendacity,irresponsibility [9] irresponsibility,failure Top Word Pairs in Tweet in G4:
[139] ppe,medpro [139] medpro,limited [127] contract,awarded [124] morning,government [124] government,published [124] published,details [124] details,further [124] further,81m [124] 81m,contract [124] awarded,ppe Top Word Pairs in Tweet in G5:
[248] hire,50 [248] 50,medical [248] medical,staff [248] staff,pay [248] pay,rm3 [248] rm3,000 [248] 000,month [248] month,using [248] using,month [248] month,salary Top Word Pairs in Tweet in G6:
[35] full,ppe [34] barely,stand [34] stand,having [34] having,mask [34] mask,15 [34] 15,minutes [34] minutes,store [34] store,doctor [34] doctor,dancing [34] dancing,full Top Word Pairs in Tweet in G7:
[61] god,re [61] re,alive [61] alive,chance [61] chance,yourselves [61] yourselves,favourite [61] favourite,tv [61] tv,studios [61] studios,talk [61] talk,billions [60] campbellclaret,god Top Word Pairs in Tweet in G8:
[136] trump,travel [136] travel,ban [136] ban,without [136] without,plan [136] plan,without [136] without,ppe [136] ppe,without [136] without,testing [136] testing,caused [136] caused,mass Top Word Pairs in Tweet in G9:
[198] salam,gais [198] gais,dapat [198] dapat,maklumat [198] maklumat,penjara [198] penjara,seberang [198] seberang,perai [198] perai,memerlukan [198] memerlukan,200 [198] 200,set [198] set,ppe Top Word Pairs in Tweet in G10:
[194] totally,useless [194] useless,maybe [194] maybe,harmful [194] harmful,based [194] based,data [194] data,science [194] science,please [194] please,stop [194] stop,save [193] dramarmoh,totally Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: