Cialis, Twitter, 8/15/2019 7:34:57 PM, 206936


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Cialis_2019-08-15_08-24-41.xlsx
Cialis_2019-08-15_08-24-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 15, 2019
Short Description:
Cialis via NodeXL http://bit.ly/2YML5Au
@realdonaldtrump
@frenchf21711483
@cnn
@nosacredcow60
@cbp
@potuspress
@zobeida_j
@strategi_bisnis
@whathelookslike
@nytimes

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

Description:
Description
The graph represents a network of 6,565 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, 15 August 2019 at 15:26 UTC.

The requested start date was Wednesday, 14 August 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 60-day, 3-hour, 40-minute period from Friday, 14 June 2019 at 18:49 UTC to Tuesday, 13 August 2019 at 22:30 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 : 6565
Unique Edges : 5713
Edges With Duplicates : 1559
Total Edges : 7272
Number of Edge Types : 3
Replies to : 1652
Mentions : 3754
Tweet : 1866
Self-Loops : 1866
Reciprocated Vertex Pair Ratio : 0.0156154938146421
Reciprocated Edge Ratio : 0.0307507987220447
Connected Components : 2252
Single-Vertex Connected Components : 900
Maximum Vertices in a Connected Component : 403
Maximum Edges in a Connected Component : 550
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.425324
Graph Density : 0.000116214687141615
Modularity : 0.748414
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[50] http://pmmarketing.org/
[38] https://www.rxshipfree.com/mens_sexual_health.php
[22] https://viagra.best/viagra-and-cialis
[19] https://www.shoppakistan.pk/buy-product-cialis-tablets-pakistan
[17] https://lnkd.in/dw26i-Y
[17] https://farmacia-mx.com/pastillas/cialis-generico-20mg
[16] https://farmacia-mx.com/pastillas/cialis-original-20mg
[16] https://www.33drugs.store/
[15] https://farmacia-mx.com/pastillas/cialis-generico-40mg
[15] https://farmacia-mx.com/pastillas/cialis-generico-soft

Top URLs in Tweet in G1:
[22] https://viagra.best/viagra-and-cialis
[19] https://www.shoppakistan.pk/buy-product-cialis-tablets-pakistan
[17] https://farmacia-mx.com/pastillas/cialis-generico-20mg
[17] https://lnkd.in/dw26i-Y
[16] https://farmacia-mx.com/pastillas/cialis-original-20mg
[15] https://farmacia-mx.com/pastillas/cialis-generico-soft
[15] https://farmacia-mx.com/pastillas/cialis-generico-40mg
[11] https://www.shoppakistan.pk/buy-product-viagra-tablets-in-pakistan
[6] https://www.theguardian.com/science/2019/jun/09/race-to-replace-viagra-patents-erectile-dysfunction-drug-medical-research-cialis-eroxon
[6] https://www.fiercepharma.com/pharma/sanofi-eisai-join-eli-lilly-s-scotus-bid-to-protect-cialis-patent-bph

Top URLs in Tweet in G4:
[1] https://twitter.com/realdonaldtrump/status/1153648770883706880
[1] https://www.thedailybeast.com/jeffrey-epstein-arrested-for-sex-trafficking-of-minors-source
[1] https://www.theguardian.com/science/2019/jun/09/race-to-replace-viagra-patents-erectile-dysfunction-drug-medical-research-cialis-eroxon
[1] https://twitter.com/realDonaldTrump/status/1146178214819172355

Top URLs in Tweet in G5:
[1] https://twitter.com/StephenGutowski/status/1158779985051758592
[1] https://twitter.com/KimDamore/status/1151893855383560193
[1] https://twitter.com/democracystorm/status/1144001108676886528
[1] https://twitter.com/nytimes/status/1142058838545317888

Top URLs in Tweet in G8:
[2] https://www.cbp.gov/newsroom/local-media-release/busy-weekend-cbp-officers-western-new-york-border-crossings

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
[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://twitter.com/HCE__/status/1095233507163541504
[2] https://v.gd/TiRhWx
[1] https://twitter.com/HCE__/status/1144328750399668224
[1] https://twitter.com/fdr985__/status/1146936824109195264
[1] https://twitter.com/SkyTG24/status/1141712453941649409

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[356] cialis
[125] viagra
[109] sertleştirici
[66] ereksiyon
[63] 36saat
[38] ed
[35] erectiledysfunction
[25] tadalafil
[23] levitra
[22] виагры



Top Hashtags in Tweet in G1:
[172] cialis
[40] viagra
[22] виагры
[22] сиалиса
[21] erectiledysfunction
[17] tadalafil
[17] original
[17] generico
[16] ed
[16] obatkuat

Top Hashtags in Tweet in G4:
[1] tfw
[1] cialis
[1] grampsbiden
[1] trump
[1] grampjo
[1] rambo
[1] healthcare
[1] science
[1] erectiledysfunction
[1] menshealth

Top Hashtags in Tweet in G5:
[3] popcorn
[1] stampcollecting
[1] guns
[1] markmorgan
[1] fallonlive
[1] demdebate
[1] inews9k

Top Hashtags in Tweet in G7:
[1] viagra
[1] cialis
[1] levitra
[1] sadsadsalami

Top Hashtags in Tweet in G8:
[6] peacebridgepoe
[1] alwaysvigilant

Top Hashtags in Tweet in G10:
[1] scusagianni

Top Words
Top Words in Tweet in Entire Graph:
[2352] Words in Sentiment List#1: Positive
[1653] Words in Sentiment List#2: Negative
[15] Words in Sentiment List#3: Angry/Violent
[90401] Non-categorized Words
[94407] Total Words
[4108] cialis
[877] viagra
[395] dan
[386] yg
[385] terus

Top Words in Tweet in G1:
[1275] cialis
[253] viagra
[172] #cialis
[122] obat
[117] tadalafil
[117] kuat
[104] sex
[76] online
[76] tahan
[75] lama

Top Words in Tweet in G2:
[385] dan
[384] yg
[384] terus
[193] strategi_bisnis
[192] perang
[192] bisnis
[192] telah
[192] akan
[192] jadi
[192] legenda

Top Words in Tweet in G3:
[190] out
[189] jim
[189] nantz
[189] looks
[189] man
[189] skimming
[189] leaves
[189] pool
[189] slow
[189] motion

Top Words in Tweet in G4:
[119] cialis
[53] give
[53] tomhanks
[53] handful
[53] alert
[53] authorities
[48] realdonaldtrump
[22] viagra
[13] s
[11] cough

Top Words in Tweet in G5:
[55] cialis
[12] viagra
[9] cnn
[8] take
[8] chuckwoolery
[7] t
[6] commercial
[6] msnbc
[6] white
[6] male

Top Words in Tweet in G6:
[4] ghostoftick
[3] figawd
[3] hurricane_0ne
[3] apthomas624
[3] reaijfab
[3] thomsonsherin
[3] christmasland_
[3] sagarcher
[3] trumpmonger2020
[2] bggrsbnqt

Top Words in Tweet in G7:
[5] woutgorge
[5] keesaroo
[5] spikeunderfire
[5] spicypurritos
[5] heatherlinda11
[5] chronic_flkeys
[5] irishbrat1966
[5] angelsgal02
[5] roguewolf2001
[5] jennife90117914

Top Words in Tweet in G8:
[122] cbp
[65] fake
[65] cialis
[64] officers
[64] k9
[64] partners
[64] seized
[64] gt
[64] marijuana
[64] discovered

Top Words in Tweet in G9:
[65] cialis
[61] morninggloria
[61] helped
[60] mike
[60] pence
[59] favorite
[59] fact
[59] wife
[59] married
[59] once

Top Words in Tweet in G10:
[81] cialis
[41] di
[39] kong
[29] hong
[23] il
[20] godopoli
[17] e
[16] non
[12] da
[11] prendo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[490] viagra,cialis
[192] slow,motion
[192] perang,bisnis
[192] bisnis,yg
[192] yg,telah
[192] telah,dan
[192] dan,akan
[192] akan,terus
[192] terus,jadi
[192] jadi,legenda

Top Word Pairs in Tweet in G1:
[113] viagra,cialis
[112] obat,kuat
[75] tahan,lama
[71] cialis,tadalafil
[58] ejakulasi,dini
[57] kuat,sex
[56] tadalafil,obat
[56] sex,tahan
[56] lama,mengatasi
[56] mengatasi,ejakulasi

Top Word Pairs in Tweet in G2:
[192] perang,bisnis
[192] bisnis,yg
[192] yg,telah
[192] telah,dan
[192] dan,akan
[192] akan,terus
[192] terus,jadi
[192] jadi,legenda
[192] legenda,rivalitas
[192] rivalitas,abadi

Top Word Pairs in Tweet in G3:
[189] jim,nantz
[189] nantz,looks
[189] looks,man
[189] man,skimming
[189] skimming,leaves
[189] leaves,out
[189] out,pool
[189] pool,slow
[189] slow,motion
[189] motion,during

Top Word Pairs in Tweet in G4:
[53] give,tomhanks
[53] tomhanks,handful
[53] handful,cialis
[53] cialis,alert
[53] alert,authorities
[13] viagra,cialis
[4] cialis,viagra
[3] authorities,another
[3] up,viagra
[2] s,making

Top Word Pairs in Tweet in G5:
[11] viagra,cialis
[4] cialis,commercial
[4] white,male
[4] take,cialis
[4] cialis,induced
[4] induced,brain
[4] brain,hemorrhage
[4] cialis,before
[4] before,show
[4] cranky,guys

Top Word Pairs in Tweet in G6:
[3] figawd,hurricane_0ne
[3] hurricane_0ne,apthomas624
[3] apthomas624,reaijfab
[3] reaijfab,thomsonsherin
[3] thomsonsherin,christmasland_
[3] christmasland_,sagarcher
[3] sagarcher,trumpmonger2020
[3] trumpmonger2020,ghostoftick
[2] bggrsbnqt,figawd
[2] ghostoftick,_sassâ

Top Word Pairs in Tweet in G7:
[3] woutgorge,keesaroo
[3] keesaroo,spikeunderfire
[3] spikeunderfire,spicypurritos
[3] spicypurritos,whinymarf
[3] whinymarf,heatherlinda11
[3] heatherlinda11,ibdgirl76
[3] ibdgirl76,bogdenjo
[3] bogdenjo,skyjudge4nfl
[3] skyjudge4nfl,crazytinkers
[3] crazytinkers,chronic_flkeys

Top Word Pairs in Tweet in G8:
[65] fake,cialis
[64] cbp,officers
[64] k9,partners
[64] seized,gt
[64] marijuana,discovered
[64] discovered,180
[64] 180,fake
[60] cialis,pills
[58] officers,k9
[58] partners,peace

Top Word Pairs in Tweet in G9:
[60] mike,pence
[59] favorite,mike
[59] pence,fact
[59] fact,wife
[59] wife,married
[59] married,once
[59] once,before
[59] before,man
[59] man,helped
[59] helped,invent

Top Word Pairs in Tweet in G10:
[29] hong,kong
[24] kong,cialis
[15] cialis,di
[13] il,cialis
[11] di,hong
[9] prendo,il
[8] di,cialis
[8] richiamati,integratori
[8] integratori,contenenti
[8] contenenti,principi

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@stefanmolyneux
@good_shawny
@mjmckean
@bramz_cialis
@mysterysolvent
@mollyjongfast
@chuckwoolery
@stclairashley

Top Replied-To in G1:

Top Replied-To in G2:
@strategi_bisnis

Top Replied-To in G3:
@wpgfeasey
@mzkali

Top Replied-To in G4:
@realdonaldtrump
@mysterysolvent
@andyostroy
@wendimyb
@raxson2019
@finchhawkeye
@ryanhillmi
@chezzdog_al
@whitehouse
@rudygiuliani

Top Replied-To in G5:
@chuckwoolery
@cillizzacnn
@cnnpolitics
@cnn
@sebgorka
@latimes
@msnbc
@squatlobob
@jimomal77
@jc_christian

Top Replied-To in G6:
@figawd
@liamarb62325307

Top Replied-To in G7:
@soofriends
@rosesdaughter61
@mrpetesonality
@chronic_flkeys
@spicypurritos

Top Replied-To in G8:
@cbpbuffalo

Top Replied-To in G9:
@morninggloria
@c1tyoffl1nt5150

Top Replied-To in G10:
@giannivevo
@big__dandy
@notvitto
@matpedrini
@boni_castellane
@indiefake
@loiraffaele
@massimoboldi

Top Mentioned
Top Mentioned in Entire Graph:
@strategi_bisnis
@whathelookslike
@cbp
@morninggloria
@tomhanks
@windsormann
@finlanded
@page88
@realdonaldtrump
@maggie_brown67

Top Mentioned in G1:
@followb09312983
@ajeanhughes2
@sarahshevon
@niallsnipars
@evitamins1
@evitamins2
@twistbg
@adam4adam
@donbrancato

Top Mentioned in G2:
@strategi_bisnis
@pandji

Top Mentioned in G3:
@whathelookslike
@stilldabeast73

Top Mentioned in G4:
@tomhanks
@realdonaldtrump
@flotus
@cialis
@barackobama
@judgejeanine
@stevescalise
@19dumptrump
@lana91530669
@whitehouse

Top Mentioned in G5:
@cnn
@msnbc
@atree87571299
@realdonaldtrump
@marklevinshow
@repcummings
@foxnews
@nbc
@chuckwoolery
@cillizzacnn

Top Mentioned in G6:
@ghostoftick
@hurricane_0ne
@apthomas624
@reaijfab
@thomsonsherin
@christmasland_
@sagarcher
@bggrsbnqt
@figawd

Top Mentioned in G7:
@woutgorge
@keesaroo
@spikeunderfire
@heatherlinda11
@irishbrat1966
@angelsgal02
@roguewolf2001
@jennife90117914
@ladyag72
@anthony4242

Top Mentioned in G8:
@cbp
@cbpbuffalo
@tapd1404

Top Mentioned in G9:
@morninggloria
@torekelandpllc
@issabailot
@c1tyoffl1nt5150

Top Mentioned in G10:
@skytg24
@andyvivex
@fdr985__
@fdr985_
@hakimtdream
@logikseo
@big__dandy
@jantasoo
@massimoboldi

Top Tweeters
Top Tweeters in Entire Graph:
@xboxsupport
@zazoomblog
@noticias24
@lasillarota
@askmenfess
@infoitcultura
@engineersday
@myemoji
@vtvcanal8
@love_bug1016

Top Tweeters in G1:
@zazoomblog
@engineersday
@myemoji
@zazoomnews
@classicmetalrad
@infoitsalute
@denovofarms
@infopronetwork
@torich_tocare
@jrod813

Top Tweeters in G2:
@pandji
@fredieka
@feebeeeh
@atifpiazon
@dhamiloveyou
@tekoluweh
@iyas_andrias
@wepe20_
@strategi_bisnis
@arnggns

Top Tweeters in G3:
@mzkali
@georgefoster72
@stewartsmithtwt
@radmonovic
@gqsmooth981
@imnottron
@joshuamarlow5
@williambwest
@the_real_matt_m
@perditiondawgs

Top Tweeters in G4:
@guardian
@mailonline
@delphoxybot
@jeffreyguterman
@greninjthebot
@massimoinlove
@redsnoopystock
@calfirenews
@deanobeidallah
@theanabraga

Top Tweeters in G5:
@foxnews
@nytimes
@cnn
@stillgray
@latimes
@maggienyt
@msnbc
@dumptrump1234
@cnnpolitics
@wiselineprt

Top Tweeters in G6:
@vortexvixen45
@swettmanf
@sagarcher
@trumpstrucker
@ghostoftick
@loner00chick
@meandyuants
@wild_horses7781
@briandite
@idream_incolor9

Top Tweeters in G7:
@starvinlarry
@deeenst
@elianok10
@spicypurritos
@angelsgal02
@lelenapeacock
@woutgorge
@rosesdaughter61
@equalitycouple
@leannrehm

Top Tweeters in G8:
@israelnewslinks
@mkues65
@815wrldtrvlr
@classygal21
@4djt2016
@vetrepreneurone
@faisalshaikh113
@jimmyjjohnson99
@jamielynnlvn
@thundermarg

Top Tweeters in G9:
@vivbwoke
@beverlyfolkers
@_cykocurt_
@jwomack
@novembervivi
@visiblesoul
@ivyarchive
@analogmeat
@grouchomarx1011
@omyword

Top Tweeters in G10:
@infoitcultura
@blitzquotidiano
@vivodisogniebas
@skytg24
@vitellozzo
@dambrosismo3759
@dan_maze
@giannivevo
@m__m97_
@matador1337


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