Cialis, Twitter, 4/25/2019 11:45:45 PM, 194904


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Cialis_2019-04-25_13-36-23.xlsx
Cialis_2019-04-25_13-36-23.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 25, 2019
Short Description:
Cialis via NodeXL http://bit.ly/2L5OUuj
@bryanbehar
@johnlyontweets
@rickblainephoto
@rabidrackoon
@realdonaldtrump
@colmorrisdavis
@airlift1300
@azpa2017
@doctormccoy2020
@omgshuddup

Top hashtags:
#cialis
#viagra
#erectiledysfunction
#ed
#levitra
#fda
#impotence

Description:
Description
The graph represents a network of 5,901 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, 25 April 2019 at 20:37 UTC.

The requested start date was Thursday, 25 April 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 45-day, 2-hour, 50-minute period from Sunday, 10 March 2019 at 20:55 UTC to Wednesday, 24 April 2019 at 23:45 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 : 5901
Unique Edges : 5359
Edges With Duplicates : 1315
Total Edges : 6674
Number of Edge Types : 3
Mentions : 3777
Tweet : 1572
Replies to : 1325
Self-Loops : 1572
Reciprocated Vertex Pair Ratio : 0.0137280137280137
Reciprocated Edge Ratio : 0.0270842149809564
Connected Components : 1799
Single-Vertex Connected Components : 797
Maximum Vertices in a Connected Component : 1025
Maximum Edges in a Connected Component : 1083
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.598499
Graph Density : 0.00013574257738562
Modularity : 0.753263
NodeXL Version : 1.0.1.411

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[53] https://twitter.com/JoeBiden/status/1113515882960052224
[48] https://www.rezeptfreie-apotheke.com/potenzmittel/cialis-original-rezeptfrei-kaufen
[35] https://www.rezeptfreie-apotheke.com/potenzmittel/cialis-generika-rezeptfrei-kaufen
[22] https://www.thetimes.co.uk/article/the-magazine-interview-imran-khan-the-former-playboy-cricketer-and-would-be-pm-of-pakistan-lswtpthpz
[16] http://sildenafilcitrate.cheap
[15] http://sildenafilcitrate.cheap/
[12] https://twitter.com/officialmcafee/status/1114600345311879170
[12] https://apotekalung.com
[11] https://cialiscanada.ca/
[10] https://www.redaccionmedica.com/secciones/sanidad-hoy/sanidad-retira-8-complementos-alimenticios-por-contener-viagra-y-cialis-8199

Top URLs in Tweet in G1:
[48] https://www.rezeptfreie-apotheke.com/potenzmittel/cialis-original-rezeptfrei-kaufen
[35] https://www.rezeptfreie-apotheke.com/potenzmittel/cialis-generika-rezeptfrei-kaufen
[12] https://apotekalung.com
[10] http://sildenafilcitrate.cheap
[9] https://twitter.com/officialmcafee/status/1114600345311879170
[6] https://www.apotikviagrapfizer.com/obat-kuat-paten-cialis-tadalafil-80mg-murah-082243326944/
[5] https://www.specialapoteket.se/collections/bastsaljare/products/tadalafil-apcalis-sx-oral-jelly-cialis-gel
[4] https://sexypills.biz/cialis-20
[4] https://www.ed1.red/cialis/4900/
[4] https://www.youtube.com/watch?v=0ibAZKeLW7E&feature=youtu.be


Top URLs in Tweet in G3:
[1] https://twitter.com/crewsett/status/1111953640351326208

Top URLs in Tweet in G5:
[1] https://www.panamaamerica.com.pa/judicial/expresidente-ricardo-martinelli-explica-en-twitter-para-que-usa-el-medicamento-cialis

Top URLs in Tweet in G6:
[1] https://m.panamaamerica.com.pa/judicial/violentan-privacidad-sobre-el-estado-de-salud-de-ricardo-martinelli-1130530?amp&__twitter_impression=true
[1] https://www.panamaamerica.com.pa/judicial/expresidente-ricardo-martinelli-explica-en-twitter-para-que-usa-el-medicamento-cialis
[1] https://twitter.com/kwcontinente/status/1109144009333628928
[1] https://twitter.com/asturias081/status/1108496115282989057

Top URLs in Tweet in G7:
[4] https://soundcloud.com/user-411331532/episode-1-the-code-in-hockey-concussions-jungle-tries-cialis
[1] https://open.spotify.com/show/5mthoDxpBJKETlYwD02ZHP
[1] https://www.stitcher.com/podcast/tony-greco/the-steve-warne-project
[1] https://open.spotify.com/episode/3WOvQMWkH9zy90ZimiKK98?si=ZH2zpWQ5QxW3c-qTSSYxzA

Top URLs in Tweet in G9:
[3] https://www.miaminewtimes.com/news/ex-miami-cop-accused-of-misconduct-runs-for-commission-11112947

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[181] cialis
[123] viagra
[44] erectiledysfunction
[42] ed
[25] levitra
[21] fda
[21] impotence
[19] tadalafil
[16] cbp
[15] obatkuat



Top Hashtags in Tweet in G1:
[83] cialis
[59] viagra
[23] erectiledysfunction
[22] ed
[14] tadalafil
[13] levitra
[8] obatkuat
[8] youtube
[8] sildenafil
[7] winstrol

Top Hashtags in Tweet in G5:
[1] ricardomartinelli

Top Hashtags in Tweet in G6:
[1] políticapa
[1] casomartinelli

Top Hashtags in Tweet in G7:
[1] thestevewarneproject

Top Words
Top Words in Tweet in Entire Graph:
[3146] Words in Sentiment List#1: Positive
[1244] Words in Sentiment List#2: Negative
[15] Words in Sentiment List#3: Angry/Violent
[94433] Non-categorized Words
[98824] Total Words
[4137] cialis
[773] out
[705] viagra
[695] taking
[690] date

Top Words in Tweet in G1:
[962] cialis
[193] viagra
[138] obat
[121] tadalafil
[118] kuat
[94] mg
[83] #cialis
[75] wa
[73] sex
[64] generic

Top Words in Tweet in G2:
[672] cialis
[670] bryanbehar
[660] date
[657] taking
[655] out
[654] finding
[653] cancelled
[652] indictments
[652] trump
[652] donald

Top Words in Tweet in G3:
[182] cialis
[174] chadwick_moore
[174] doctor
[173] ask
[173] right
[3] tactical_review
[2] robprovince
[2] someone

Top Words in Tweet in G4:
[242] tv
[149] m
[143] even
[123] sees
[123] ad
[121] turns
[121] broadcast
[121] wow
[121] actually
[121] watching

Top Words in Tweet in G5:
[84] rmartinelli
[79] corazón
[78] mal
[78] pensados
[78] llenos
[78] odio
[78] mente
[78] enferma
[78] venganza
[78] obsesión

Top Words in Tweet in G6:
[91] cialis
[91] martinelli
[76] asturias081
[61] dijo
[60] quién
[40] médico
[40] estos
[40] manes
[40] unos
[39] saben

Top Words in Tweet in G7:
[170] first
[100] junglejerome
[98] together
[97] tsnsteve
[95] podcast
[93] today
[93] show
[78] episode
[73] spotify
[73] stitcher

Top Words in Tweet in G8:
[162] tweet
[162] opsec
[81] things
[81] love
[81] ridiculous
[81] transparency
[81] plan
[81] protecting
[81] massive
[81] amount

Top Words in Tweet in G9:
[68] caught
[67] ex
[67] cop
[67] allegedly
[67] covering
[67] up
[67] fatal
[54] selling
[53] arrested
[51] miamipd

Top Words in Tweet in G10:
[25] ______rx_cialis
[11] 23zumo
[11] alhsun77
[11] uuuyyyyc_ayman
[11] malakkk1990
[11] sa__86__iraq
[11] mohamad_ali___
[11] usama_alziadi88
[11] i4ynyg9l6txtbt9
[11] lavender_odor

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[684] taking,cialis
[665] finding,out
[664] cialis,finding
[663] out,date
[661] date,cancelled
[660] indictments,trump
[660] trump,donald
[660] donald,jr
[660] jr,jared
[660] jared,taking

Top Word Pairs in Tweet in G1:
[110] obat,kuat
[103] viagra,cialis
[85] cialis,tadalafil
[54] tahan,lama
[48] ejakulasi,dini
[46] mengatasi,ejakulasi
[46] tlpn,wa
[45] tadalafil,obat
[45] kuat,sex
[45] sex,tahan

Top Word Pairs in Tweet in G2:
[657] taking,cialis
[654] cialis,finding
[654] finding,out
[654] out,date
[653] date,cancelled
[652] indictments,trump
[652] trump,donald
[652] donald,jr
[652] jr,jared
[652] jared,taking

Top Word Pairs in Tweet in G3:
[174] doctor,cialis
[173] ask,doctor
[173] cialis,right
[172] chadwick_moore,ask
[2] tactical_review,cialis

Top Word Pairs in Tweet in G4:
[121] turns,broadcast
[121] broadcast,tv
[121] tv,wow
[121] wow,m
[121] m,actually
[121] actually,watching
[121] watching,tv
[121] tv,airs
[121] airs,even
[121] even,anymore

Top Word Pairs in Tweet in G5:
[78] mal,pensados
[78] pensados,llenos
[78] llenos,odio
[78] odio,corazón
[78] corazón,mente
[78] mente,enferma
[78] enferma,venganza
[78] venganza,obsesión
[78] obsesión,conmigo
[78] conmigo,les

Top Word Pairs in Tweet in G6:
[60] quién,dijo
[40] estos,manes
[40] manes,unos
[39] saben,cialis
[39] cialis,aquí
[39] aquí,dejo
[39] dejo,esto
[39] esto,fue
[39] fue,receto
[39] receto,médico

Top Word Pairs in Tweet in G7:
[93] junglejerome,first
[93] first,show
[93] show,together
[77] first,episode
[73] spotify,stitcher
[72] episode,podcast
[72] podcast,available
[72] available,today
[72] today,spotify
[72] stitcher,junglejerome

Top Word Pairs in Tweet in G8:
[81] things,love
[81] love,tweet
[81] tweet,ridiculous
[81] ridiculous,transparency
[81] transparency,opsec
[81] opsec,plan
[81] plan,tweet
[81] tweet,protecting
[81] protecting,opsec
[81] opsec,massive

Top Word Pairs in Tweet in G9:
[67] cop,allegedly
[67] allegedly,caught
[67] caught,covering
[67] covering,up
[67] up,fatal
[51] fatal,police
[51] police,beating
[50] ex,miamipd
[50] miamipd,cop
[50] beating,handcuffed

Top Word Pairs in Tweet in G10:
[11] uuuyyyyc_ayman,malakkk1990
[11] usama_alziadi88,i4ynyg9l6txtbt9
[11] i4ynyg9l6txtbt9,lavender_odor
[11] lavender_odor,rayes313
[11] rayes313,rmh3744_
[11] rmh3744_,yazahraa1234
[11] yazahraa1234,______rx_cialis
[11] ______rx_cialis,ganoubi_3ameli
[10] alhsun77,uuuyyyyc_ayman
[10] malakkk1990,sa__86__iraq

Top Replied-To
Top Replied-To in Entire Graph:
@officialmcafee
@bryanbehar
@independent
@______rx_cialis
@cnn
@bramz_cialis
@23zumo
@paquito_lenon
@realdonaldtrump
@huorelensarr

Top Replied-To in G1:

Top Replied-To in G2:
@bryanbehar

Top Replied-To in G3:
@tactical_review
@chadwick_moore
@robprovince
@wwg_1wga_
@politeracy

Top Replied-To in G4:
@swole____patrol
@hapasareasian
@occupied_stall

Top Replied-To in G5:
@rmartinelli
@prensacom
@montipanama
@rosendoriverab
@jackyeisenmann
@tvnnoticias
@congolandia_pty
@paulaflores05
@pedroz507

Top Replied-To in G6:
@asturias081
@prensacom
@olivernehe
@nexnoticias
@pacastr
@lindabran1
@arivera2457
@bernidic
@pachifula
@jovancio

Top Replied-To in G7:
@tsnsteve

Top Replied-To in G9:
@thatmustacheman
@jerryiannelli

Top Replied-To in G10:
@______rx_cialis
@23zumo
@alialiali199330
@alimarooof
@sa__86__iraq

Top Mentioned
Top Mentioned in Entire Graph:
@bryanbehar
@chadwick_moore
@johnlyontweets
@junglejerome
@tsnsteve
@rmartinelli
@hexadecim8
@asturias081
@gmpaiella
@miamipd

Top Mentioned in G1:
@asiong77238119
@erectiledys_bio
@genericsdrugs
@juice_isloose69
@cialisengland
@joshcrewsreally
@doctorpedidos
@humppythewhale

Top Mentioned in G2:
@bryanbehar
@jackposobiec
@joelytrumpshate

Top Mentioned in G3:
@chadwick_moore
@jewtastic
@robprovince

Top Mentioned in G4:
@johnlyontweets
@rowdyforsheriff
@occupied_stall
@winemummy
@bryanbehar

Top Mentioned in G5:
@rmartinelli
@pgn_panama
@alvaroalvaradoc
@treporta
@rmentirelli
@montipanama
@jhrubio
@elnuevoherald
@herreranos
@afpespanol

Top Mentioned in G6:
@asturias081
@dorispty16
@alfpre
@manuelro14
@prensacom
@bernidic
@nexnoticias
@panamaamerica
@olivernehe
@gregoriodel

Top Mentioned in G7:
@junglejerome
@tsnsteve
@arvinstokes
@macmanfr

Top Mentioned in G8:
@hexadecim8

Top Mentioned in G9:
@miamipd
@billycorben
@jerryiannelli
@cityofmiami
@miaminewtimes
@grantstern

Top Mentioned in G10:
@______rx_cialis
@alhsun77
@uuuyyyyc_ayman
@malakkk1990
@mohamad_ali___
@usama_alziadi88
@i4ynyg9l6txtbt9
@lavender_odor
@rayes313
@rmh3744_

Top Tweeters
Top Tweeters in Entire Graph:
@eyalfeed
@alllibertynews
@theboydp
@drphildontehue
@n_carvalheira
@cnbctv18live
@independent
@sharneal
@love_bug1016
@panamaamerica

Top Tweeters in G1:
@eyalfeed
@remontkvartir
@jhamby
@zorro_7cu
@fn_en
@hotelierportal
@sincerelykahn
@_shayclemons
@badwebsites
@tuphlos

Top Tweeters in G2:
@sharneal
@cindy_52s
@russelltim151
@enrico056
@conservativegm
@casey2513
@jcmarbury
@caffreyej
@dawnarickelz
@thomas_195813

Top Tweeters in G3:
@trotalex
@jeffswarens
@jimw_in_nm
@marisoltexas
@pipandbaby
@jsmith6919
@wwg_1wga_
@epeterd916
@ben_techpro
@tedcornwell

Top Tweeters in G4:
@love_bug1016
@sexytothenorth
@gildermike
@cantwaittonap
@hatfieldanne
@vodkatiem
@lmwortho
@darksidedeb
@crazzzyken
@heatherpeno

Top Tweeters in G5:
@tvnnoticias
@treporta
@srlouis7206
@elnuevoherald
@elohimyeshua777
@reyneriov
@afpespanol
@pattycarnevalic
@alvaroalvaradoc
@montipanama

Top Tweeters in G6:
@panamaamerica
@prensacom
@pachifula
@milanpty
@nexnoticias
@dorispty16
@sarmiento_ibell
@arivera2457
@elizardomorales
@antivicista

Top Tweeters in G7:
@tvmoviedan
@vickaric
@jimwatsonottawa
@fastrunner2b
@nanradio
@the_rae_girl
@jhyellowknife
@gliterfaery
@anthonybreton77
@thoughtspctrum

Top Tweeters in G8:
@ayshamoolla
@discreetsecure
@torikh
@wanza_
@ravensergei
@panther_modern
@paperghost
@rosyna
@_elizbieber
@micheinnz

Top Tweeters in G9:
@theangryindian
@brokepimpstyles
@kimtompkins14
@ptothed1
@snarkyredhd
@teaandmagnolias
@btptechsearch
@kebrightbill
@ernestoorsetti
@drpatois

Top Tweeters in G10:
@zhret_ah1899
@shosho777ss_
@b_a_tt
@fitni__salam
@rmh3744_
@alhsun77
@uuuyyyyc_ayman
@smd_996
@23zumo
@yazahraa1234


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