The graph represents a network of 18,275 Twitter users whose recent tweets contained "insulin", 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 Friday, 12 August 2022 at 16:28 UTC.
The tweets in the network were tweeted over the 20-hour, 13-minute period from Thursday, 11 August 2022 at 19:35 UTC to Friday, 12 August 2022 at 15:48 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 : 18523
Unique Edges : 22962
Edges With Duplicates : 28198
Total Edges : 51160
Number of Edge Types : 5
Mentions : 23288
Replies to : 7785
Tweet : 4409
Retweet : 14278
MentionsInRetweet : 1400
Self-Loops : 4476
Reciprocated Vertex Pair Ratio : 0.0458791861293643
Reciprocated Edge Ratio : 0.087733242496499
Connected Components : 1448
Single-Vertex Connected Components : 634
Maximum Vertices in a Connected Component : 15157
Maximum Edges in a Connected Component : 42278
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.351072
Graph Density : 7.70105179736008E-05
Modularity : 0.479864
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 18,275 Twitter users whose recent tweets contained "insulin", 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 Friday, 12 August 2022 at 16:28 UTC.
The tweets in the network were tweeted over the 20-hour, 13-minute period from Thursday, 11 August 2022 at 19:35 UTC to Friday, 12 August 2022 at 15:48 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 : insulin
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:
[4444] afford,insulin [4250] health,insurance [4229] type,one [4226] one,diabetic [4226] diabetic,afford [4179] horror,movie [4178] wait,netflix [4178] netflix,rom [4178] rom,type [4178] insulin,marrys Top Word Pairs in Tweet in G1:
[4188] type,one [4188] one,diabetic [4188] diabetic,afford [4188] afford,insulin [4145] wait,netflix [4145] netflix,rom [4145] rom,type [4145] insulin,marrys [4145] marrys,man [4145] man,military Top Word Pairs in Tweet in G2:
[1592] voted,against [1589] baby,formula [1587] against,cheap [1587] cheap,baby [1584] rts,replies [1584] please,thank [1583] tweeps,gop [1583] gop,voted [1583] formula,banning [1583] banning,price Top Word Pairs in Tweet in G3:
[332] voted,against [148] cap,insulin [131] insulin,dependent [130] against,capping [130] dependent,diabetics [129] diabetics,much [128] price,insulin [128] hate,insulin [121] capping,insulin [117] vote,against Top Word Pairs in Tweet in G4:
[194] free,market [193] nycsouthpaw,reply [193] reply,went [193] went,jugular [193] jugular,stop [193] stop,insulin [107] stay,alive [102] buy,die [102] insulin,die [101] buy,insulin Top Word Pairs in Tweet in G5:
[763] inflation,reduction [763] reduction,act [761] cap,insulin [755] republicans,blocked [718] insulin,35 [704] 35,republicans [699] voting,today [698] reminder,reason [698] reason,inflation [698] act,re Top Word Pairs in Tweet in G6:
[90] vote,against [89] republicans,vote [86] insulin,bill [85] against,insulin [84] bill,price [84] price,soars [82] soars,dismaying [82] dismaying,diabetics [52] gt,gt [30] blood,sugar Top Word Pairs in Tweet in G7:
[154] president,trump [103] cap,insulin [86] donald,trump [74] blocked,35 [71] voted,against [64] insulin,prices [56] republicans,blocked [44] 35,cap [34] 35,month [34] social,security Top Word Pairs in Tweet in G8:
[355] insulin,costs [354] big,pharma [354] voted,against [337] private,insurance [334] life,saving [327] against,capping [307] million,americans [306] saving,insulin [305] capping,life [302] roughly,million Top Word Pairs in Tweet in G9:
[340] voted,against [330] cost,insulin [265] ted,budd [256] avg,cost [184] insulin,cap [172] cap,insulin [165] baby,formula [152] pay,more [143] vote,against [142] #demvoice1,#dems4usa Top Word Pairs in Tweet in G10:
[360] republicans,voted [351] voted,keep [322] cost,insulin [306] remember,november [305] right,cost [305] insulin,ranges [305] ranges,334 [305] 334,1000 [305] 1000,month [305] month,republicans Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G2:
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Top Mentioned in G7:
Top Mentioned in G8:
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Top Tweeters in Entire Graph:
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Top Tweeters in G9:
Top Tweeters in G10: