The graph represents a network of 3,729 Twitter users whose recent tweets contained "employer vaccination", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 13 October 2021 at 18:25 UTC.
The tweets in the network were tweeted over the 8-day, 15-hour, 14-minute period from Tuesday, 05 October 2021 at 02:56 UTC to Wednesday, 13 October 2021 at 18:10 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 : 3729
Unique Edges : 3833
Edges With Duplicates : 351
Total Edges : 4184
Number of Edge Types : 5
Retweet : 2175
MentionsInRetweet : 376
Replies to : 543
Tweet : 421
Mentions : 669
Self-Loops : 430
Reciprocated Vertex Pair Ratio : 0.00306748466257669
Reciprocated Edge Ratio : 0.00611620795107034
Connected Components : 672
Single-Vertex Connected Components : 255
Maximum Vertices in a Connected Component : 450
Maximum Edges in a Connected Component : 450
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.198743
Graph Density : 0.000258745109954803
Modularity : 0.871781
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,729 Twitter users whose recent tweets contained "employer vaccination", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 13 October 2021 at 18:25 UTC.
The tweets in the network were tweeted over the 8-day, 15-hour, 14-minute period from Tuesday, 05 October 2021 at 02:56 UTC to Wednesday, 13 October 2021 at 18:10 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 : TwitterSearch
Graph Term : employer vaccination
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:
[700] company,policy [452] free,vaccination [450] employer,threatens [450] threatens,fire [450] fire,refuse [450] refuse,jab [450] jab,come [450] come,visit [450] visit,myers [450] myers,fletcher Top Word Pairs in Tweet in G1:
[450] employer,threatens [450] threatens,fire [450] fire,refuse [450] refuse,jab [450] jab,come [450] come,visit [450] visit,myers [450] myers,fletcher [450] fletcher,gordon [450] gordon,attorneys Top Word Pairs in Tweet in G2:
[700] company,policy [350] employer,adds [350] adds,vaccination [350] vaccination,requirement [350] requirement,company [350] policy,refuse [350] refuse,vaccinated [350] vaccinated,employer [350] employer,fire [350] fire,following Top Word Pairs in Tweet in G3:
[48] vaccination,rates [48] vaccine,mandates [46] covid,19 [38] rates,topping [38] topping,90 [31] 19,vaccination [26] vaccination,status [24] mandates,working [24] 90,npr [23] vaccination,card Top Word Pairs in Tweet in G4:
[189] given,jab [189] jab,orders [189] orders,employer [189] employer,tax [189] tax,advisor [189] advisor,works [189] works,home [189] home,wtaf [189] wtaf,stood [189] stood,down Top Word Pairs in Tweet in G5:
[133] vaccine,mandates [133] tyson,foods [133] foods,york [133] york,city [133] city,schools [133] vaccination,rates [133] rates,topping [133] topping,90 [132] quest,more [132] more,americans Top Word Pairs in Tweet in G6:
[102] wapo,yorker [102] yorker,david [102] david,kemp [102] kemp,charged [102] charged,under [102] under,york [102] york,law [102] law,felony [102] felony,possession [102] possession,forged Top Word Pairs in Tweet in G7:
[91] recall,cafreeland [91] cafreeland,mandatory [91] mandatory,#vaccination [91] #vaccination,news [91] news,conference [91] conference,last [91] last,week [91] week,canada [91] canada,largest [91] largest,federal Top Word Pairs in Tweet in G8:
[51] people,went [51] went,peed [51] peed,cup [51] cup,job [51] job,claim [51] claim,having [51] having,disclose [51] disclose,vaccination [51] vaccination,status [51] status,employer Top Word Pairs in Tweet in G9:
[2] around,long [2] jetson77,jay_sker [2] annie20554592,coxeanne [2] lifenyc2,anniecherokee [2] lee_whiten,waywardmegan15 [2] 2tall2fall4it,kellyring [2] kellyring,webguytv [2] webguytv,desnoyerrobert [2] desnoyerrobert,thereseosulliv2 [2] thereseosulliv2,jdw714 Top Word Pairs in Tweet in G10:
[47] eric25178848,remind [47] remind,employer [47] employer,vaccination [47] vaccination,clause [47] clause,contract [47] contract,try [47] try,terminate [47] terminate,employment [47] employment,under [47] under,refusing Top Replied-To in Entire Graph:
Top Replied-To in G3:
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 G3:
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: