Cialis, Twitter, 7/11/2019 11:43:42 PM, 202852


FAQ | Problem?

Cialis_2019-07-11_13-36-23.xlsx
Cialis_2019-07-11_13-36-23.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 11, 2019
Short Description:
Cialis via NodeXL http://bit.ly/2NO9u3v
@realdonaldtrump
@gop
@amoneyresists
@mikalsalaam
@frenchf21711483
@trini0268
@chileman55
@linlee76822176
@aoc
@jorg3leiner

Top hashtags:
#cialis
#viagra
#sertleştirici
#levitra
#ed
#ereksiyon
#36saat
#erectiledysfunction
#aga

Description:
Description
The graph represents a network of 6,041 Twitter users whose tweets in the requested range contained "Cialis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 11 July 2019 at 20:38 UTC.

The requested start date was Thursday, 11 July 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 56-day, 4-hour, 7-minute period from Wednesday, 15 May 2019 at 19:40 UTC to Wednesday, 10 July 2019 at 23:48 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


Overall Graph Metrics
Vertices : 6041
Unique Edges : 5194
Edges With Duplicates : 1527
Total Edges : 6721
Number of Edge Types : 3
Tweet : 1962
Replies to : 1512
Mentions : 3247
Self-Loops : 1962
Reciprocated Vertex Pair Ratio : 0.016173752310536
Reciprocated Edge Ratio : 0.0318326512050932
Connected Components : 2130
Single-Vertex Connected Components : 935
Maximum Vertices in a Connected Component : 597
Maximum Edges in a Connected Component : 773
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 5.715127
Graph Density : 0.000120533967118728
Modularity : 0.720193
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[64] https://www.theguardian.com/science/2019/jun/09/race-to-replace-viagra-patents-erectile-dysfunction-drug-medical-research-cialis-eroxon
[43] https://www.theguardian.com/science/2019/jun/09/race-to-replace-viagra-patents-erectile-dysfunction-drug-medical-research-cialis-eroxon?CMP=share_btn_tw
[22] https://viagra.best/viagra-and-cialis
[18] https://twitter.com/jonvoight/status/1132094914026770432
[17] https://www.theguardian.com/science/2019/jun/09/race-to-replace-viagra-patents-erectile-dysfunction-drug-medical-research-cialis-eroxon?utm_term=Autofeed&CMP=twt_gu&utm_medium=&utm_source=Twitter#Echobox=1560063440
[16] https://www.theguardian.com/science/2019/jun/09/race-to-replace-viagra-patents-erectile-dysfunction-drug-medical-research-cialis-eroxon?CMP=Share_iOSApp_Other
[15] https://www.theguardian.com/science/2019/jun/09/race-to-replace-viagra-patents-erectile-dysfunction-drug-medical-research-cialis-eroxon?utm_source=dlvr.it&utm_medium=twitter
[14] https://twitter.com/yashar/status/1147268625910439936
[13] http://pmmarketing.org/
[13] https://numanangeles.com/

Top URLs in Tweet in G1:
[52] https://www.theguardian.com/science/2019/jun/09/race-to-replace-viagra-patents-erectile-dysfunction-drug-medical-research-cialis-eroxon
[35] https://www.theguardian.com/science/2019/jun/09/race-to-replace-viagra-patents-erectile-dysfunction-drug-medical-research-cialis-eroxon?CMP=share_btn_tw
[22] https://viagra.best/viagra-and-cialis
[10] https://www.theguardian.com/science/2019/jun/09/race-to-replace-viagra-patents-erectile-dysfunction-drug-medical-research-cialis-eroxon?CMP=Share_iOSApp_Other
[10] https://darazshop.com/product/cialis-20mg-available-in-pakistan/
[7] http://tweetedtimes.com/#!/media/guardian/science
[7] https://www.shoppakistan.pk/buy-product-cialis-tablets-pakistan
[7] https://www.33drugs.store/
[6] https://blogandrewsnoreen.blogspot.com
[6] https://blogmckinneysibyl.blogspot.com

Top URLs in Tweet in G3:
[1] https://www.thedailybeast.com/jeffrey-epstein-arrested-for-sex-trafficking-of-minors-source
[1] https://twitter.com/realDonaldTrump/status/1146178214819172355
[1] https://twitter.com/thehill/status/1138970753766952960
[1] http://www.google.com/

Top URLs in Tweet in G7:
[1] https://twitter.com/yashar/status/1147268625910439936

Top URLs in Tweet in G10:
[8] https://tg24.sky.it/salute-e-benessere/2019/06/20/integratori-principi-attivi-viagra-cialis-ritiro.html?social=twitter_skytg24_photo_null
[4] https://twitter.com/Dang3rouskid/status/1137644538212835328
[3] https://twitter.com/HCE__/status/1095233507163541504
[2] https://twitter.com/PagineRomaniste/status/1148239288284459008
[2] https://www.blitzquotidiano.it/pagina5-gossip/fabrizio-corona-cialis-viagra-2984936/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.superstarz.com/fabrizio-corona-spiega-perche-prende-il-cialis/
[2] https://www.informazione.it/a/848A3FB1-9688-4B9C-95C4-B02E51231345/Fabrizio-Corona-Prendo-il-Cialis-il-pene-non-vuole-pensieri
[2] https://v.gd/TiRhWx
[1] https://twitter.com/HCE__/status/1144328750399668224
[1] https://twitter.com/fdr985__/status/1146936824109195264

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[305] cialis
[175] viagra
[86] sertleştirici
[78] levitra
[72] ed
[61] ereksiyon
[48] 36saat
[43] erectiledysfunction
[28] aga
[23] tokyonight



Top Hashtags in Tweet in G1:
[100] cialis
[46] viagra
[22] виагры
[22] сиалиса
[16] erectiledysfunction
[15] tadalafil
[15] ereksiyon
[14] levitra
[13] ed
[13] google

Top Hashtags in Tweet in G3:
[3] cialis
[2] crazyracistoldman
[2] alexjones
[2] voteoutgop
[1] kag2020
[1] rev2
[1] cockedandloaded
[1] shriveled
[1] dotard
[1] whathannitymeanttosay

Top Hashtags in Tweet in G7:
[1] stampcollecting
[1] demdebate
[1] sexism

Top Hashtags in Tweet in G9:
[1] waronwomen
[1] impotent
[1] cialis

Top Words
Top Words in Tweet in Entire Graph:
[2175] Words in Sentiment List#1: Positive
[2253] Words in Sentiment List#2: Negative
[13] Words in Sentiment List#3: Angry/Violent
[90012] Non-categorized Words
[94441] Total Words
[3802] cialis
[1285] viagra
[313] male
[305] #cialis
[294] out

Top Words in Tweet in G1:
[1390] cialis
[536] viagra
[148] generic
[127] obat
[121] sex
[118] tadalafil
[116] kuat
[102] replace
[100] #cialis
[99] race

Top Words in Tweet in G2:
[172] jim
[172] nantz
[172] looks
[172] man
[172] skimming
[172] leaves
[172] out
[172] pool
[172] slow
[172] motion

Top Words in Tweet in G3:
[79] cialis
[54] realdonaldtrump
[18] s
[17] old
[17] year
[16] viagra
[14] over
[14] rudygiuliani
[11] oh
[11] colludy

Top Words in Tweet in G4:
[112] male
[112] child
[111] abortion
[111] murder
[111] masturbation
[111] genocide
[111] blowjobs
[111] cannibalism
[111] ultrasounds
[110] amoneyresists

Top Words in Tweet in G5:
[200] hope
[100] dragon
[99] wait
[99] shit
[99] over
[99] worst
[99] ending
[99] time
[99] garfield's
[98] danozzi

Top Words in Tweet in G6:
[82] male
[82] child
[81] abortion
[81] murder
[81] masturbation
[81] genocide
[81] blowjobs
[81] cannibalism
[81] ultrasounds
[81] pornography

Top Words in Tweet in G7:
[42] cialis
[8] mollyjongfast
[8] up
[7] ad
[6] show
[6] viagra
[6] guys
[5] 2
[5] take
[5] msnbc

Top Words in Tweet in G8:
[71] cialis
[69] adultswim
[68] dance
[68] re
[68] commercial
[12] youâ

Top Words in Tweet in G9:
[37] cialis
[30] viagra
[19] aoc
[10] s
[9] stop
[9] men
[8] meds
[8] pay
[7] ed
[7] williamclarke59

Top Words in Tweet in G10:
[80] cialis
[50] il
[44] kong
[42] di
[33] non
[31] dopo
[30] hong
[30] godopoli
[28] più
[25] cazzo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[571] viagra,cialis
[265] male,masturbation
[265] masturbation,genocide
[261] abortion,murder
[260] blowjobs,cannibalism
[255] ultrasounds,child
[235] murder,male
[234] child,pornography
[231] genocide,blowjobs
[225] cannibalism,ultrasounds

Top Word Pairs in Tweet in G1:
[134] viagra,cialis
[111] obat,kuat
[97] race,replace
[94] replace,viagra
[73] tahan,lama
[68] cialis,tadalafil
[57] ejakulasi,dini
[57] viagra,viagra
[55] mengatasi,ejakulasi
[54] tlpn,wa

Top Word Pairs in Tweet in G2:
[172] jim,nantz
[172] nantz,looks
[172] looks,man
[172] man,skimming
[172] skimming,leaves
[172] leaves,out
[172] out,pool
[172] pool,slow
[172] slow,motion
[172] motion,during

Top Word Pairs in Tweet in G3:
[14] year,old
[11] viagra,cialis
[11] rudygiuliani,realdonaldtrump
[11] realdonaldtrump,oh
[11] oh,colludy
[11] colludy,75
[11] 75,call
[11] call,78
[11] 78,year
[11] old,over

Top Word Pairs in Tweet in G4:
[111] abortion,murder
[111] male,masturbation
[111] masturbation,genocide
[111] blowjobs,cannibalism
[111] ultrasounds,child
[110] amoneyresists,abortion
[107] murder,male
[107] genocide,blowjobs
[107] cannibalism,ultrasounds
[107] child,pornography

Top Word Pairs in Tweet in G5:
[99] wait,dragon
[99] dragon,shit
[99] shit,over
[99] over,hope
[99] hope,worst
[99] worst,ending
[99] ending,time
[99] time,hope
[99] hope,garfield's
[98] danozzi,wait

Top Word Pairs in Tweet in G6:
[81] abortion,murder
[81] murder,male
[81] male,masturbation
[81] masturbation,genocide
[81] genocide,blowjobs
[81] blowjobs,cannibalism
[81] cannibalism,ultrasounds
[81] ultrasounds,child
[81] child,pornography
[80] henrrirosee,abortion

Top Word Pairs in Tweet in G7:
[6] viagra,cialis
[5] cialis,ad
[4] cialis,before
[4] before,show
[4] cranky,guys
[3] depends,joe
[3] joe,bernie
[3] bernie,take
[3] take,cialis
[3] show,2

Top Word Pairs in Tweet in G8:
[68] re,cialis
[68] cialis,commercial
[67] adultswim,dance
[56] dance,re
[12] dance,youâ
[12] youâ,re

Top Word Pairs in Tweet in G9:
[22] viagra,cialis
[6] erectile,dysfunction
[5] stop,government
[5] government,funding
[5] funding,viagra
[5] cialis,ed
[5] ed,meds
[5] meds,erectile
[5] dysfunction,god
[5] god,s

Top Word Pairs in Tweet in G10:
[30] hong,kong
[24] dopo,il
[24] kong,cialis
[22] italietta,spiace
[22] spiace,dirlo
[22] dirlo,spina
[22] spina,dorsale
[22] dorsale,praticamente
[22] praticamente,inesistente
[22] inesistente,chiellini

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@hunterdrewtfa
@godopoli
@good_shawny
@aoc
@bramz_cialis
@dallasbestplace
@stclairashley
@mysterysolvent
@chuckwoolery

Top Replied-To in G1:

Top Replied-To in G3:
@realdonaldtrump
@rudygiuliani
@loudobbs
@donaldjtrumpjr
@vp
@theanabraga
@jbadomics
@amarakhbaranth1
@andyostroy
@ostlundgary

Top Replied-To in G4:
@realdonaldtrump

Top Replied-To in G7:
@mollyjongfast
@charliekirk11
@cnnpolitics
@latimes
@time
@cillizzacnn
@yashar
@msnbc
@thisweekabc
@jojofromjerz

Top Replied-To in G8:
@adultswim

Top Replied-To in G9:
@aoc
@tedcruz
@williamclarke59
@joyannreid
@hikinddov
@usnavymompa
@davematt88
@mdcfbba
@bluepirate_
@lovenassau

Top Replied-To in G10:
@godopoli
@jantasoo
@massimoboldi
@antoniusjody86
@big__dandy
@notvitto
@trapmoney00
@santixvi
@rolandismo

Top Mentioned
Top Mentioned in Entire Graph:
@whathelookslike
@amoneyresists
@danozzi
@henrrirosee
@adultswim
@shinjukuwestcl
@tomhanks
@realdonaldtrump
@shibuyawestcl
@windsormann

Top Mentioned in G1:
@ajeanhughes2
@followb09312983
@obatkuatjogja1
@sapphirefiery
@zuhrevi_felc
@merlinsscience
@cmencke
@londonnetworker
@sekssshop_masor

Top Mentioned in G2:
@whathelookslike

Top Mentioned in G3:
@realdonaldtrump
@leslieoo7
@rudygiuliani
@vp
@gop
@whitehouse
@trumpstore
@foxnews
@tuckercarlson
@loudobbs

Top Mentioned in G4:
@amoneyresists

Top Mentioned in G5:
@danozzi

Top Mentioned in G6:
@henrrirosee

Top Mentioned in G7:
@mollyjongfast
@msnbc
@cnn
@jstarhenry
@cnnpolitics
@jojofromjerz
@yashar
@realdonaldtrump
@salnopp
@annannche

Top Mentioned in G8:
@adultswim

Top Mentioned in G9:
@aoc
@williamclarke59
@repaoc
@patrici79222892
@greta_oshea
@spitfirehill
@chileman55
@bubosaur
@tedcruz
@kstreet111

Top Mentioned in G10:
@giannivevo
@godopoli
@fdr985__
@skytg24
@fdr985_
@andyvivex
@ric9dot
@tottimitico
@hakimtdream
@jantasoo

Top Tweeters
Top Tweeters in Entire Graph:
@zazoomblog
@geonews_urdu
@tomthunkitsmind
@noticias24
@lasillarota
@infoitcultura
@theboydp
@commonpatriot
@edinburghwatch
@mattmurph24

Top Tweeters in G1:
@zazoomblog
@engineersday
@zazoomnews
@marketcurrents
@2am_eu
@twiterhero
@infoitsalute
@red__rover
@drpatfarrell
@denovofarms

Top Tweeters in G2:
@stewartsmithtwt
@radmonovic
@joshuamarlow5
@williambwest
@the_real_matt_m
@perditiondawgs
@xg4qx
@oafe
@michelleym
@eric_j_thompson

Top Tweeters in G3:
@foxnews
@hermit_thrush
@mailonline
@hardhouz13
@foxbusiness
@jeffreyguterman
@mattytalks
@greta
@calfirenews
@ryanjharmon

Top Tweeters in G4:
@goryandglore
@nailaj
@amoneyresists
@downey1950_w
@michellehillie7
@sonjahern
@sakuzmum
@kankaym
@nubianqueeniam
@antoinefrz

Top Tweeters in G5:
@diymikes
@psamp
@lurgee_
@meh957
@westcoastwinter
@ahearnia
@shutupdavidt
@urban_achieving
@intyler_wetrust
@wdavidwork

Top Tweeters in G6:
@andre01525
@rociokrystaal
@__acostafa
@nadvibess
@miralys_morales
@abdreliz_naimar
@309navi
@henrrirosee
@oterovale
@andavid041d

Top Tweeters in G7:
@time
@stillgray
@cnn
@latimes
@msnbc
@mollyjongfast
@cnnpolitics
@cillizzacnn
@yashar
@bloombergtv

Top Tweeters in G8:
@2nandope
@crazyc_cc
@stefanjasper_
@pillowtalkpapi
@whoabudchill
@darth_sweydr
@drugsxhomework
@more_cowbell_15
@gettobird
@slowdeck

Top Tweeters in G9:
@kstreet111
@davematt88
@joyannreid
@debbie_dease
@piersmorgan
@spitfirehill
@charlotterawl12
@demodogsandcats
@bethlynch2020
@booksanescape

Top Tweeters in G10:
@infoitcultura
@blitzquotidiano
@vivodisogniebas
@skytg24
@morsmordraco
@giannivevo
@tottimitico
@kondorob
@xueza_00
@methood_