The graph represents a network of 21,176 Twitter users whose recent tweets contained "viagra", 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 Thursday, 14 March 2019 at 01:22 UTC.
The tweets in the network were tweeted over the 7-day, 19-hour, 38-minute period from Wednesday, 06 March 2019 at 05:03 UTC to Thursday, 14 March 2019 at 00:41 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 : 21372
Unique Edges : 25704
Edges With Duplicates : 69704
Total Edges : 95408
Number of Edge Types : 4
Replies to : 11136
Tweet : 8479
Mentions : 66798
Retweet : 8995
Self-Loops : 8588
Reciprocated Vertex Pair Ratio : 0.0965331417280402
Reciprocated Edge Ratio : 0.176069720201822
Connected Components : 5398
Single-Vertex Connected Components : 2364
Maximum Vertices in a Connected Component : 6648
Maximum Edges in a Connected Component : 25519
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.404469
Graph Density : 6.68256171398946E-05
Modularity : 0.315911
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3370] massage,parlors [3360] viagra,rogain [3354] rogain,testosterone [3353] circumcised,show [3352] show,papers [3351] parlors,punishable [3350] women,make [3350] papers,penis [3349] make,laws [3349] bodies,viagra Top Word Pairs in Tweet in G1:
[3301] viagra,rogain [3300] rogain,testosterone [3300] massage,parlors [3297] testosterone,circumcised [3296] circumcised,show [3295] republicans,believe [3295] believe,ve [3295] ve,god [3295] god,given [3295] given,right Top Word Pairs in Tweet in G2:
[421] más,caro [420] vídeo,viagra [420] viagra,himalaya [420] himalaya,hongo [420] hongo,afrodisíaco [420] afrodisíaco,más [420] caro,oro [392] obat,kuat [303] hp,wa [302] wa,081321111004 Top Word Pairs in Tweet in G3:
[494] luismi,metio [494] metio,orgia [494] orgia,jelinek [494] jelinek,otro [494] otro,grupo [494] grupo,modelos [494] modelos,hotel [494] hotel,merca [494] merca,champu [494] champu,viagra Top Word Pairs in Tweet in G4:
[78] access,viagra [78] viagra,porn [77] gop,attacks [77] attacks,women's [77] women's,reproductive [77] reproductive,freedoms [77] 'testicular,bill [77] bill,rights' [77] restrict,men's [77] men's,access Top Word Pairs in Tweet in G5:
[106] georgia,lawmaker [97] lawmaker,proposes [97] requiring,permission [94] permission,viagra [93] proposes,requiring [93] viagra,criminalizing [93] criminalizing,vasectomies [92] vasectomies,rollingstone [79] gawinlist,naralga [77] bluestein,gawinlist Top Word Pairs in Tweet in G6:
[392] hj,tem [392] tem,nova [392] nova,formula [392] formula,da [392] da,viagra [392] viagra,meus [392] meus,cria [392] cria,disco [392] disco,djonga [392] djonga,logo Top Word Pairs in Tweet in G7:
[367] buy,viagra [367] porn,sex [366] unprotected,sex [365] consent,buy [365] buy,porn [365] sex,toys [364] mentally,unstable [364] unstable,georgia [364] georgia,democrat [364] democrat,dar'shun Top Word Pairs in Tweet in G8:
[302] 5,yr [302] yr,old [302] old,letter [302] letter,bags [302] bags,school [302] school,each [302] each,week [302] week,put [302] put,items [302] items,bag Top Word Pairs in Tweet in G9:
[131] erectile,dysfunction [124] permission,sexual [124] sexual,partner [124] partner,before [124] before,seeking [124] prescription,viagra [124] viagra,similar [124] dysfunction,drugs [123] proposed,law [123] law,make Top Word Pairs in Tweet in G10:
[231] manchester,united [231] united,win [231] win,without [231] without,using [231] using,viagra Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G7:
Top Mentioned in G9:
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: