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viagra Twitter NodeXL SNA Map and Report for Thursday, 14 March 2019 at 00:42 UTC (experimental version)
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From:
Marc_Smith
Uploaded on:
March 15, 2019
Description:
Description
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


Overall Graph Metrics
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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[307] https://grandesmedios.com/viagra-del-himalaya/
[297] https://www.grandesmedios.com/viagra-del-himalaya/
[136] https://www.rollingstone.com/politics/politics-news/georgia-testicular-bill-of-rights-804180/
[118] http://tokovimaxoriginal.com/viagra-usa/
[40] https://twitter.com/MurderBryan/status/1105623595408072709
[36] https://www.rawstory.com/2019/03/testicular-bill-rights-restrict-mens-access-viagra/
[36] https://twitter.com/cher/status/1104230766009999361
[32] http://wasap.my/6282313257899
[26] http://www.caverstem.com/
[21] https://outline.com/zLgtP9?platform=hootsuite

Top URLs in Tweet in G1:
[5] https://www.rawstory.com/2019/03/testicular-bill-rights-restrict-mens-access-viagra/
[2] https://www.rawstory.com/2019/03/testicular-bill-rights-restrict-mens-access-viagra/#.XIgj-vbNIb4.twitter
[1] https://www.rawstory.com/2019/03/testicular-bill-rights-restrict-mens-access-viagra/#.XIgj_SLoJxY.twitter
[1] https://www.nytimes.com/2019/03/09/well/oregon-child-tetanus-vaccine.html
[1] https://www.bbc.com/news/world-us-canada-40741785
[1] https://www.inquisitr.com/4053164/viagra-government-funded-pregnancy-birth-control-sildenafil/
[1] https://twitter.com/RoKhanna/status/1103313536518897664
[1] https://twitter.com/realdonaldtrump/status/1104503216111321089
[1] https://twitter.com/ChloeLeshner/status/1103668818151395328
[1] https://twitter.com/joncoopertweets/status/1104393448143142913

Top URLs in Tweet in G2:
[216] https://grandesmedios.com/viagra-del-himalaya/
[204] https://www.grandesmedios.com/viagra-del-himalaya/
[118] http://tokovimaxoriginal.com/viagra-usa/
[32] http://wasap.my/6282313257899
[24] https://www.rollingstone.com/politics/politics-news/georgia-testicular-bill-of-rights-804180/
[19] https://twitter.com/cher/status/1104230766009999361
[14] https://hipertextual.com/2019/03/veneno-arana-viagra?utm_medium=feed&utm_source=feedpress.me&utm_campaign=Feed:+hipertextual
[11] https://hipertextual.com/2019/03/veneno-arana-viagra
[11] https://www.unidru.com/viagra-100?afid=pigepon&token=iY3Aoq8
[10] https://menstab.com/catalog/viagra

Top URLs in Tweet in G4:
[3] https://www.commondreams.org/news/2019/03/12/gop-attacks-womens-reproductive-freedoms-testicular-bill-rights-would-restrict-mens
[2] https://www.eurekalert.org/pub_releases/2019-03/uotw-asc030519.php
[2] https://dailycaller.com/2019/03/12/georgia-lawmaker-regulate-mens-balls/
[2] https://thehill.com/homenews/state-watch/433824-georgia-legislator-to-introduce-testicular-bill-of-rights
[1] https://twitter.com/timrunshismouth/status/1103028675904196613
[1] https://trib.al/4lQZeAI
[1] https://trib.al/dFzeFRe
[1] https://twitter.com/billnye/status/1104542157883432960
[1] https://twitter.com/YousefMunayyer/status/1102918993093029889
[1] https://twitter.com/thehill/status/1104189821633863682

Top URLs in Tweet in G5:
[95] https://www.rollingstone.com/politics/politics-news/georgia-testicular-bill-of-rights-804180/
[9] https://www.alternet.org/2019/03/testicular-bill-of-rights-would-restrict-mens-access-to-viagra-and-porn/
[6] https://ir.shareaholic.com/e?a=1&u=https://www.commondreams.org/news/2019/03/12/gop-attacks-womens-reproductive-freedoms-testicular-bill-rights-would-restrict-mens?utm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[3] https://www.commondreams.org/news/2019/03/12/gop-attacks-womens-reproductive-freedoms-testicular-bill-rights-would-restrict-mens
[3] https://twitter.com/DarshunKendrick/status/1105510439281143813
[3] https://www.huffpost.com/entry/georgia-vasectomy-ban-abortion-bill_n_5c86c4d6e4b0d936162aea4d?ncid=engmodushpmg00000004
[2] https://www.nbcnews.com/think/opinion/elon-musk-trying-marijuana-isn-t-shocking-our-hypocritical-response-ncna908321
[2] https://twitter.com/DarshunKendrick/status/1105199100784459777
[2] https://www.rawstory.com/2019/03/testicular-bill-rights-restrict-mens-access-viagra/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.nydailynews.com/news/politics/ny-news-testicular-bill-or-rights-abortion-condoms-viagra-20190312-story.html

Top URLs in Tweet in G7:
[1] https://twitter.com/Paintking/status/1105683751013634048
[1] https://www.breitbart.com/entertainment/2019/03/11/cher-calls-for-laws-to-control-mens-bodies-must-be-circumcised-show-papers-or-penis/amp/?__twitter_impression=true
[1] https://twitter.com/NOMERCY604/status/1105218633486069760
[1] https://www.lifenews.com/2019/03/11/abortion-activists-bill-would-make-men-contact-police-when-they-release-sperm-from-their-testicles/

Top URLs in Tweet in G9:
[26] http://www.caverstem.com/
[12] https://www.facebook.com/FemCelz/
[7] https://www.facebook.com/UrologyUpdates/
[7] https://twitter.com/carldinnen/status/1103603410929098752
[4] https://investorshub.advfn.com/boards/read_msg.aspx?message_id=147457939
[1] https://www.facebook.com/LosAngelesBlade/posts/
[1] https://twitter.com/MdFacep/status/1105848327080312832
[1] https://twitter.com/donttreadonmass/status/1105518299750809601
[1] https://twitter.com/everytown/status/1104745227447922689
[1] https://www.istandwithpp.org/no-gag-rule?utm_source=istandwith&utm_medium=toolkit&utm_campaign=toolkitshare&utm_content=titlex-4

Top Domains
Top Domains in Tweet in Entire Graph:
[1253] twitter.com
[604] grandesmedios.com
[143] rollingstone.com
[129] co.th
[118] tokovimaxoriginal.com
[112] youtube.com
[60] rawstory.com
[50] alternet.org
[48] facebook.com
[44] co.uk

Top Domains in Tweet in G1:
[8] rawstory.com
[4] twitter.com
[1] nytimes.com
[1] bbc.com
[1] inquisitr.com
[1] literature.com

Top Domains in Tweet in G2:
[420] grandesmedios.com
[358] twitter.com
[118] tokovimaxoriginal.com
[32] wasap.my
[31] alternet.org
[29] hipertextual.com
[28] rollingstone.com
[19] facebook.com
[18] youtube.com
[17] actu.fr

Top Domains in Tweet in G4:
[29] twitter.com
[5] trib.al
[5] thehill.com
[3] commondreams.org
[3] dailycaller.com
[2] eurekalert.org
[2] co.uk
[2] advocate.com
[1] go.com
[1] speaker.gov

Top Domains in Tweet in G5:
[98] rollingstone.com
[15] twitter.com
[12] alternet.org
[6] shareaholic.com
[5] huffingtonpost.com
[3] commondreams.org
[3] huffpost.com
[3] rawstory.com
[2] nbcnews.com
[2] reddit.com

Top Domains in Tweet in G7:
[2] twitter.com
[1] breitbart.com
[1] lifenews.com

Top Domains in Tweet in G9:
[26] caverstem.com
[20] facebook.com
[20] twitter.com
[6] trib.al
[4] advfn.com
[2] foxnews.com
[2] menshealth.com
[2] womenshealthmag.com
[2] cnn.com
[1] istandwithpp.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[454] viagra
[297] curiosidades
[242] สวิงกิ้ง
[149] เกย์
[139] ควย
[137] swapproductslogans
[136] เย็ดเด็ก
[135] เย็ดหี
[134] เอากัน
[130] เย็ด



Top Hashtags in Tweet in G1:
[2] viagra

Top Hashtags in Tweet in G2:
[204] curiosidades
[100] viagra
[27] obatkuat
[22] swapproductslogans
[20] erectiledysfunction
[19] manjakanmama
[16] sexualhealth
[16] viagraasli
[12] ยาปลุกเซ็กส์ชาย
[11] sex

Top Hashtags in Tweet in G4:
[5] viagra
[5] maga
[3] transmilitaryban
[3] trump
[3] prolife
[2] protecttranstroops
[2] endinfanticide
[2] csw63
[2] hillaryclinton
[2] bebest

Top Hashtags in Tweet in G5:
[6] viagra
[3] awesomeactivism
[3] erectiledysfunction
[3] ovariesofsteel
[3] testicularbillofrights
[3] hb481
[2] titlex
[2] giantovaries
[2] georgia
[1] leavemyovariesalone

Top Hashtags in Tweet in G9:
[53] viagra
[35] femcelz
[14] internationalwomensday
[12] iwd2019
[7] viagrabill
[5] erectiledysfunction
[5] biotech
[5] tesla
[4] womenshealth
[4] biotechnology

Top Words
Top Words in Tweet in Entire Graph:
[12403] Words in Sentiment List#1: Positive
[14468] Words in Sentiment List#2: Negative
[230] Words in Sentiment List#3: Angry/Violent
[757356] Non-categorized Words
[784233] Total Words
[18107] viagra
[10522] 2
[6803] bodies
[4041] women
[3919] make

Top Words in Tweet in G1:
[9894] 2
[6594] bodies
[3388] viagra
[3316] women
[3316] testosterone
[3315] control
[3310] circumcised
[3309] rogain
[3306] take
[3304] massage

Top Words in Tweet in G2:
[3377] viagra
[527] más
[510] obat
[482] kuat
[423] caro
[420] vídeo
[420] himalaya
[420] hongo
[420] afrodisíaco
[420] oro

Top Words in Tweet in G3:
[988] sigue
[988] ir
[501] viagra
[494] luismi
[494] metio
[494] orgia
[494] jelinek
[494] otro
[494] grupo
[494] modelos

Top Words in Tweet in G4:
[359] viagra
[179] gop
[164] realdonaldtrump
[121] bill
[111] s
[108] military
[89] show
[89] woman
[86] body
[83] reproductive

Top Words in Tweet in G5:
[382] viagra
[126] georgia
[123] darshunkendrick
[123] permission
[111] vasectomies
[110] lawmaker
[102] bill
[101] requiring
[98] proposes
[97] rollingstone

Top Words in Tweet in G6:
[784] djonga
[784] pau
[392] hj
[392] tem
[392] nova
[392] formula
[392] da
[392] viagra
[392] meus
[392] cria

Top Words in Tweet in G7:
[735] sex
[732] buy
[382] viagra
[368] porn
[367] assault
[366] consent
[366] unprotected
[365] mentally
[365] bill
[365] ban

Top Words in Tweet in G8:
[906] 5
[604] letter
[604] each
[604] week
[303] viagra
[302] yr
[302] old
[302] bags
[302] school
[302] put

Top Words in Tweet in G9:
[276] viagra
[142] make
[131] erectile
[131] dysfunction
[128] sex
[125] without
[125] permission
[125] partner
[125] before
[125] seeking

Top Words in Tweet in G10:
[233] viagra
[231] manchester
[231] united
[231] win
[231] without
[231] using
[3] 2
[2] bodies

Top Word Pairs
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
Top Replied-To in Entire Graph:
@jesusms_97
@99anama
@malkabethwendy
@cher
@melodicdevilry
@natasha79378489
@johnnyangelkitt
@darshunkendrick
@terrydappel
@realjameswoods

Top Replied-To in G1:
@cher
@valtitude
@retiringart
@eafitz343
@rick3932
@tranny_bane
@patgallagher01
@erickholland85
@emilyslist
@stucam7771

Top Replied-To in G2:

Top Replied-To in G4:
@realdonaldtrump
@corybooker
@timelyavenger
@pimp_blake
@thehill
@darthblount47
@flomeglou
@michaell34057
@jamesea61908089
@jburt73

Top Replied-To in G5:
@darshunkendrick
@realjameswoods
@demwrite
@solemn_salmon
@pattymurray
@cher
@sassysculptor
@alexis_north_sd
@immabiolog
@senschumer

Top Replied-To in G7:
@paintking
@teaboots
@tekhnoxic
@nomercy604
@silver_fox9

Top Replied-To in G9:
@cnn
@elonmusk
@bichonbeaches
@gymnat545
@kimkardashian
@alyssa_milano
@waynek3rr
@menshealthuk
@womenshealthmag
@sji2783

Top Replied-To in G10:
@patohshanqueels

Top Mentioned
Top Mentioned in Entire Graph:
@jack
@fab_nhc
@smallaxe2016
@tacocalamitous
@baebae3017
@skink007
@whiskerscrowley
@gregory_pecked
@goindependant

Top Mentioned in G1:
@cher
@pqlaurie
@kjguin
@ofarrelltalent
@valtitude
@ellstar
@patgallagher01
@pooshdotcom
@sethmacfarlane
@katemiller57

Top Mentioned in G2:
@asiong77238119
@osservatoriosen
@tribunmedan
@plumberparts
@aloecadabra

Top Mentioned in G4:
@realdonaldtrump
@gop
@aoc
@nytimes
@thehill
@joeysalads
@corybooker
@errollouis
@ny1
@dailycaller

Top Mentioned in G5:
@rollingstone
@gawinlist
@naralga
@bluestein
@ppse_advocates
@wabenews
@darshunkendrick
@huffpostpol
@joejoecrow1456
@commondreams

Top Mentioned in G7:
@edisbackkag2020
@lauderdaleagent
@teaboots
@cparham65
@irwbpk
@jillrteamxrp
@chrisrowland9
@alpipkin
@yojudenz
@doingright1

Top Mentioned in G9:
@cnn
@femcelz
@alyssa_milano
@cnnbusiness
@dmregister
@ingrahamangle
@realjameswoods
@bichonbeaches
@sji2783
@gershmanmdla

Top Tweeters
Top Tweeters in Entire Graph:
@tropicalisimany
@americanair
@tomthunkitsmind
@tecnovedosos
@grandesmedios
@clubeditorial
@lecturas24h
@repartodigital
@temaglobal
@difusion365

Top Tweeters in G1:
@drocktrot
@lehimesa
@cindy_52s
@sherrilee7
@davidlance3
@libertea2012
@lindacollins11
@sophialamar1
@enrico056
@rodeodance

Top Tweeters in G2:
@tropicalisimany
@clubeditorial
@lecturas24h
@repartodigital
@difusion365
@apunteindicado
@infotextual
@guardiadigital
@agendaonline
@lacronologia

Top Tweeters in G3:
@deepestpurple81
@vane_valdez_
@michomora
@dookiemosh
@victxr1912
@hopecas16
@fofi1989
@gurudeportivo1
@lilielli
@ulisesabraham

Top Tweeters in G4:
@thehill
@lrozen
@chholte
@patrioticcindy
@nytimes
@lindasuhler
@sevenbowie
@sylviaz1913
@kkalmes2
@washingtonpost

Top Tweeters in G5:
@crewislife
@lavenderblue27
@heyjdey
@jeannie_hartley
@drpatfarrell
@thejoshuablog
@owlwoman911_
@tallyannae
@redot2005
@safetypindaily

Top Tweeters in G6:
@pellifabuloso
@taldefefeco
@karladelmiro
@vidovixx
@taaai_sn
@laniswave
@vitorjoao__
@willamislilo
@alehpontepp
@smecboy

Top Tweeters in G7:
@debrammason1
@yojudenz
@winegirl73
@sofiegeorge
@whosfibbing
@craybo23
@kathy101252
@gbroh10
@real_stephanie
@lorajaneperkin3

Top Tweeters in G8:
@emaneous
@engkuliyana
@jwhite0316
@yvyvivy
@raquellykelly
@kayleidogyn
@shafiqah_zain
@nuyenggg
@amierulikhwann
@mchanif

Top Tweeters in G9:
@real_infinity95
@britonanddane
@southbeachsheed
@redeemcrier
@uscgamecockboy
@letat_lechat
@bayareahausfrau
@neontaster
@barricko_bama
@sherazkhantt

Top Tweeters in G10:
@patohshanqueels
@eezzyy01
@uncensorediii
@3y3_calling
@marc1705
@ukemeukut
@solomonkibz
@abiodunford
@walejobbs
@archievax