The graph represents a network of 19,138 Twitter users whose recent tweets contained "OSHA", 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 Saturday, 11 September 2021 at 13:01 UTC.
The tweets in the network were tweeted over the 19-hour, 43-minute period from Friday, 10 September 2021 at 16:33 UTC to Saturday, 11 September 2021 at 12:17 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 : 19138
Unique Edges : 25057
Edges With Duplicates : 6911
Total Edges : 31968
Number of Edge Types : 5
Replies to : 6946
Tweet : 2374
Retweet : 10759
MentionsInRetweet : 3477
Mentions : 8412
Self-Loops : 2419
Reciprocated Vertex Pair Ratio : 0.0182926829268293
Reciprocated Edge Ratio : 0.0359281437125748
Connected Components : 2108
Single-Vertex Connected Components : 1035
Maximum Vertices in a Connected Component : 13779
Maximum Edges in a Connected Component : 23238
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 6.231361
Graph Density : 6.97649833387262E-05
Modularity : 0.751696
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 19,138 Twitter users whose recent tweets contained "OSHA", 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 Saturday, 11 September 2021 at 13:01 UTC.
The tweets in the network were tweeted over the 19-hour, 43-minute period from Friday, 10 September 2021 at 16:33 UTC to Saturday, 11 September 2021 at 12:17 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 : OSHA
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:
[1030] osha,mandate [930] osha,rule [846] vaccine,mandate [797] vaccine,mandates [756] 100,employees [556] osha,regulations [549] executive,order [516] work,around [505] tested,weekly [501] more,100 Top Word Pairs in Tweet in G1:
[228] ran,osha_dol [227] many,people [226] osha_dol,years [226] years,surprisingly [226] surprisingly,many [223] vaccination,requirement [222] enforced,osha [221] osha,inspectors [220] people,asking [220] asking,osha Top Word Pairs in Tweet in G2:
[85] vaccine,mandate [83] soon,osha [82] osha,issues [61] vaccine,mandates [46] biden's,vaccine [42] charlie,kirk [41] issues,rule [41] rule,sue [41] sue,win [40] win,charlie Top Word Pairs in Tweet in G3:
[129] gut,osha [99] wheel,chair [97] osha,mandates [95] repcawthorn,wheel [95] chair,safe [95] safe,fits [95] fits,doors [95] doors,osha [92] filing,bill [90] bill,gut Top Word Pairs in Tweet in G4:
[91] cek_ghue,raiderz_911 [91] raiderz_911,_why_yun_ [91] osha_ga,palt1r474 [65] #followfirst,list [29] baswirob,royjoesander [26] yangmi3pr,humaira_tita [26] osha_ga,sayaosha [26] sayaosha,nft_woi [26] nft_woi,najugul_sinaga [25] baswirob,cek_ghue Top Word Pairs in Tweet in G5:
[71] osha,deputize [71] deputize,bunch [71] bunch,citizen [71] citizen,bounty [71] bounty,hunters [71] hunters,kidding [71] kidding,dystopian [71] dystopian,tyranny [71] tyranny,nobody [71] nobody,try Top Word Pairs in Tweet in G6:
[324] 100,employees [323] osha,mandate [319] tested,weekly [318] order,osha [317] executive,order [316] important,postal [316] postal,workers [316] workers,required [316] required,vaccinated [316] vaccinated,tested Top Word Pairs in Tweet in G7:
[149] shock,libertarians [149] libertarians,federal [149] federal,government [149] government,regulating [149] regulating,against [149] against,workplace [149] workplace,spread [149] spread,airborne [149] airborne,disease [149] disease,1971 Top Word Pairs in Tweet in G8:
[275] lara,logan [240] side,effects [235] vaccine,side [192] adverse,vaccine [136] osha,nothing [131] nothing,tracking [128] tracking,adverse [127] logan,nuttier [127] nuttier,baby [127] baby,ruth Top Word Pairs in Tweet in G9:
[285] vaccine,mandates [279] osha,rule [273] federal,vaccine [269] wh,chief [269] chief,staff [267] staff,regret [267] regret,retweet [267] retweet,courts [267] courts,consider [267] consider,intent Top Word Pairs in Tweet in G10:
[325] legal,ground [324] president,firm [324] firm,legal [324] ground,mandate [324] mandate,vaccination [324] vaccination,workplaces [324] workplaces,osha [324] osha,wish [324] wish,didn [324] didn,way Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
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Top Tweeters in G10: