The graph represents a network of 4,899 Twitter users whose tweets in the requested range contained "sackler", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 26 May 2019 at 12:39 UTC.
The requested start date was Sunday, 26 May 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 8-day, 19-hour, 40-minute period from Thursday, 16 May 2019 at 04:46 UTC to Saturday, 25 May 2019 at 00:26 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 : 4899
Unique Edges : 5600
Edges With Duplicates : 759
Total Edges : 6359
Number of Edge Types : 3
Mentions : 4729
Tweet : 1351
Replies to : 279
Self-Loops : 1351
Reciprocated Vertex Pair Ratio : 0.00676532769556025
Reciprocated Edge Ratio : 0.0134397312053759
Connected Components : 1160
Single-Vertex Connected Components : 825
Maximum Vertices in a Connected Component : 2636
Maximum Edges in a Connected Component : 3879
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 5.4115
Graph Density : 0.000198455514333597
Modularity : 0.770303
NodeXL Version : 1.0.1.412
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1619] sackler,family [775] opioid,crisis [468] purdue,pharma [403] going,viral [403] viral,soundcloud [403] soundcloud,promote [403] promote,middle [403] middle,opioid [403] crisis,heroin [402] iamshanemorris,going Top Word Pairs in Tweet in G1:
[313] sackler,family [141] opioid,crisis [90] sackler,money [89] over,opioid [86] metropolitan,museum [81] money,amid [78] turn,down [75] down,sackler [74] museum,art [74] met,turn Top Word Pairs in Tweet in G2:
[119] complicit,silence [105] deeply,complicit [99] nonprofit,working [89] wrote,thing [89] thing,nytopinion [89] nytopinion,deeply [89] silence,nonprofits [89] nonprofits,last [89] last,breaking [88] anandwrites,wrote Top Word Pairs in Tweet in G3:
[401] going,viral [401] viral,soundcloud [401] soundcloud,promote [401] promote,middle [401] middle,opioid [401] opioid,crisis [401] crisis,heroin [400] iamshanemorris,going [3] sackler,family [2] family,being Top Word Pairs in Tweet in G4:
[136] glad,see [136] see,institutions [136] institutions,metmuseum [136] metmuseum,holding [136] holding,sacklers [136] sacklers,accountable [136] accountable,go [136] go,further [136] further,under [135] ewarren,glad Top Word Pairs in Tweet in G5:
[117] kink,people [117] people,absolutely [117] absolutely,never [117] never,agree [117] agree,interviewed [117] interviewed,agree [117] agree,interview [116] mekosoff,kink [18] town,country [17] article,town Top Word Pairs in Tweet in G6:
[114] purdue,pharma [53] against,purdue [46] sackler,family [38] pharma,sackler [37] lawsuit,against [37] fight,justice [37] justice,behalf [37] behalf,wisconsin [37] wisconsin,communities [37] communities,affected Top Word Pairs in Tweet in G7:
[129] sackler,family [64] new,york's [64] york's,metropolitan [64] metropolitan,museum [64] museum,art [64] art,longer [64] longer,take [64] take,donations [64] donations,sackler [64] family,principal Top Word Pairs in Tweet in G8:
[108] sackler,family [60] years,sackler [60] family,both [60] both,deceptively [60] deceptively,marketed [60] marketed,purdue [60] purdue,s [60] s,opioids [60] opioids,minnesotans [60] minnesotans,personally Top Word Pairs in Tweet in G9:
[18] sackler,family [16] metropolitan,museum [16] museum,art [16] art,longer [15] longer,accept [15] accept,gifts [15] gifts,sackler [14] thelastword,metropolitan [12] sruhle,alivelshi [9] big,pharma Top Word Pairs in Tweet in G10:
[44] incredible,angry [44] angry,rich [44] rich,people [44] people,little [44] little,pushback [44] pushback,ability [44] ability,precisely [44] precisely,wish [43] amandamull,incredible [43] wish,times Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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