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Polio_2021-11-25_18-43-51.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
November 26, 2021
Short Description:
Polio via NodeXL https://bit.ly/3xnxZYB
@who
@rwmalonemd
@koushikmahanta
@bbg2301
@barbiesway
@lukewearechange
@billybostickson
@threadreaderapp
@thealiceroberts
@59733borntofren

Top hashtags:
#tigrayissuffering
#polio
#cacciari
#covid19
#darpa
#covidvaccine

Description:
Description
The graph represents a network of 11,637 Twitter users whose tweets in the requested range contained "Polio", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 26 November 2021 at 02:51 UTC.

The requested start date was Friday, 26 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 10-hour, 2-minute period from Tuesday, 23 November 2021 at 02:01 UTC to Thursday, 25 November 2021 at 12:03 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 : 11637
Unique Edges : 9582
Edges With Duplicates : 9493
Total Edges : 19075
Number of Edge Types : 5
Replies to : 3160
Mentions : 7175
Tweet : 916
Retweet : 3350
MentionsInRetweet : 4474
Self-Loops : 969
Reciprocated Vertex Pair Ratio : 0.0225803939889434
Reciprocated Edge Ratio : 0.0441635574506967
Connected Components : 2056
Single-Vertex Connected Components : 427
Maximum Vertices in a Connected Component : 2382
Maximum Edges in a Connected Component : 5832
Maximum Geodesic Distance (Diameter) : 46
Average Geodesic Distance : 15.175888
Graph Density : 9.69882665540353E-05
Modularity : 0.686839
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 11,637 Twitter users whose tweets in the requested range contained "Polio", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 26 November 2021 at 02:51 UTC.

The requested start date was Friday, 26 November 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 10-hour, 2-minute period from Tuesday, 23 November 2021 at 02:01 UTC to Thursday, 25 November 2021 at 12:03 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : Polio
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[341] https://reports.unocha.org/en/country/ethiopia/
[16] https://www.rnz.co.nz/news/te-manu-korihi/456309/it-takes-everything-to-overcome-this-fight-polio-survivors-urge-whanau-to-get-vaccinated
[15] https://abcnews.go.com/Health/wireStory/polio-cases-now-caused-vaccine-wild-virus-67287290
[7] https://reziznews2030.tumblr.com/post/668681507762798592/reziznews-radioresistencia-c0vid1984#_=_
[7] https://www.theguardian.com/global-development/2020/sep/02/vaccine-derived-polio-spreads-in-africa-after-defeat-of-wild-virus
[7] https://www.flipa.net/la-vacuna-contra-la-polio-y-el-origen-del-sida/
[6] https://www.afropages.fr/africanews/gambie-la-mefiance-autour-du-vaccin-anti-covid-ralentit-la-campagne-contre-la-polio
[4] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1383764/
[4] https://mainichi.jp/english/articles/20211124/p2a/00m/0na/016000c
[4] https://pr.grandsummoners.com/mushokutensei-quiz/index.html

Top URLs in Tweet in G1:
[7] https://www.flipa.net/la-vacuna-contra-la-polio-y-el-origen-del-sida/
[6] https://www.afropages.fr/africanews/gambie-la-mefiance-autour-du-vaccin-anti-covid-ralentit-la-campagne-contre-la-polio
[4] https://twitter.com/zei_squirrel/status/1463161503775928327
[3] http://celebritygig.com
[2] https://www.youtube.com/watch?v=TCvZtjRxE1w&feature=youtu.be

[2] https://www.ip.gov.py/ip/salud-proseguira-vacunacion-casa-por-casa-ante-satisfactorio-resultado/
[2] https://twitter.com/DattyRuble/status/1463551014003527683
[2] https://twitter.com/dianamcblue/status/1463599544789344260
[2] https://www.thenews.com.pk/print/911512-no-polio-case-reported-in-last-10-months
[2] https://twitter.com/johnmeussner/status/1463669369322360835

Top URLs in Tweet in G2:
[341] https://reports.unocha.org/en/country/ethiopia/
[3] https://reports.unocha.org/en/country/ethiopia
[1] https://twitter.com/tvbempt/status/1462870466302033921
[1] https://twitter.com/intent/tweet?text=UNOCHA%3A%20%22Lack%20of%20access%20for%20medicines%20and%20medical%20supplies%20has%20resulted%20in%20the%20suspension%20of%20the%20integrated%20measles%20%26%20polio%20campaigns%20until%20vaccines%2C%20cash%20%26%20fuel%20are%20available.%22%20%23TigrayIsSuffering%20%40RepScottPerry%20%40GerryConnolly%20%40RepKarenBass%20https%3A%2F%2Freports.unocha.org%2Fen%2Fcountry%2Fethiopia%2F&original_referer=https://tigraihub.com
[1] https://reports.unocha.org/en/country/ethiopia/@Schwarzenegger
[1] https://twitter.com/Great_tgray/status/1463045350298693634

Top URLs in Tweet in G3:
[4] https://www.quettavoice.com/2021/11/23/polio-a-national-issue-cs-balochistan/
[2] https://westniletodaynews.com/hoima-ready-for-mass-polio-vaccination/
[1] https://www.who.int/news-room/feature-stories/detail/the-race-for-a-covid-19-vaccine-explained
[1] https://bitly.com/
[1] https://pakistantimestoday.com/no-polio-case-reported-in-last-10-months/
[1] https://us6.campaign-archive.com/?e=6f96379515&u=95e83788aeb08130bfe19a3a9&id=f2234a2fa4
[1] https://us6.campaign-archive.com/?e=6f96379515&u=95e83788aeb08130bfe19a3a9&id=7ad9177bab
[1] https://twitter.com/kakape/status/1453356924880236546
[1] https://tribune.com.pk/story/2330644/polio-vaccinators-to-conduct-social-survey%3Famp=1
[1] https://www.nhs.uk/conditions/vaccinations/3-in-1-booster-questions-answers/

Top URLs in Tweet in G4:
[2] https://www.youtube.com/watch?v=zQTFTq5Zc8o

[1] https://twitter.com/_davidlimbrick/status/1463497228312403968

Top URLs in Tweet in G6:
[1] https://twitter.com/exceedhergrasp1/status/1462488862815440899

Top URLs in Tweet in G7:
[10] https://abcnews.go.com/Health/wireStory/polio-cases-now-caused-vaccine-wild-virus-67287290
[2] https://twitter.com/ExitEUbefree/status/1291754613188759554?s=20

Top URLs in Tweet in G8:
[2] https://threadreaderapp.com/thread/1463443026605264900.html
[1] http://pediatrics.aappublications.org/content/135/Supplement_1/S16.2
[1] https://archive.org/details/b28771254_0001
[1] https://www.amazon.com/Moth-Iron-Lung-Biography-Polio/dp/1717583679
[1] https://www.medicinenet.com/kochs_postulates/definition.htm
[1] https://www.npr.org/sections/goatsandsoda/2017/06/28/534403083/mutant-strains-of-polio-vaccine-now-cause-more-paralysis-than-wild-polio
[1] https://web.archive.org/web/20140113024546/http://www.dod.mil/pubs/foi/operation_and_plans/NuclearChemicalBiologicalMatters/884.pdf
[1] https://www.gizmodo.com.au/2016/03/the-10-maddest-of-the-mad-science-projects-funded-by-darpa/
[1] https://wmdcenter.ndu.edu/Portals/97/Documents/Publications/Articles/Biosecurity_Implications_for_the_Synthesis_of_Horsepox.pdf?ver=2017-11-03-102542-867
[1] https://www.cidrap.umn.edu/news-perspective/2018/01/step-step-horsepox-study-stokes-dual-use-controversy

Top URLs in Tweet in G9:
[1] https://www.cdc.gov/polio/what-is-polio/index.htm

Top Domains
Top Domains in Tweet in Entire Graph:
[345] unocha.org
[250] twitter.com
[19] co.nz
[15] go.com
[12] youtube.com
[11] cdc.gov
[10] tumblr.com
[9] wikipedia.org
[8] nih.gov
[7] theguardian.com

Top Domains in Tweet in G1:
[122] twitter.com
[7] flipa.net
[6] afropages.fr
[6] youtube.com
[4] com.pk
[3] gov.py
[3] celebritygig.com
[2] reliefweb.int
[2] com.au
[2] people.com

Top Domains in Tweet in G2:
[345] unocha.org
[3] twitter.com

Top Domains in Tweet in G3:
[6] twitter.com
[4] quettavoice.com
[2] campaign-archive.com
[2] westniletodaynews.com
[1] who.int
[1] bitly.com
[1] pakistantimestoday.com
[1] com.pk
[1] nhs.uk
[1] cdc.gov

Top Domains in Tweet in G4:
[2] youtube.com
[1] twitter.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[10] go.com
[2] twitter.com

Top Domains in Tweet in G8:
[5] threadreaderapp.com
[2] archive.org
[2] unrollthread.com
[1] aappublications.org
[1] amazon.com
[1] medicinenet.com
[1] npr.org
[1] com.au
[1] ndu.edu
[1] umn.edu

Top Domains in Tweet in G9:
[1] cdc.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[346] tigrayissuffering
[92] polio
[73] cacciari
[52] covid19
[39] darpa
[34] covidvaccine
[30] fairshare
[29] endpolio
[27] vaccine
[25] arquivobbc



Top Hashtags in Tweet in G1:
[23] polio
[6] pakistan
[4] impfpflicht
[4] covid19
[3] vaccine
[3] mycaremedical
[3] getvaccinated
[2] orthotics
[2] zonauang
[2] jasatugas

Top Hashtags in Tweet in G2:
[346] tigrayissuffering
[3] endtigraysiege
[2] allowaccesstotigray
[2] stoptigrayfamine
[1] tigray
[1] tigraygenocide

Top Hashtags in Tweet in G3:
[28] endpolio
[22] covid19
[20] polio
[18] rotary
[13] vaccinated
[13] influenza
[7] vaccineswork
[6] vaccine
[5] pakistan
[5] sindhgovt

Top Hashtags in Tweet in G5:
[1] goawelcomesnaddaji

Top Hashtags in Tweet in G6:
[7] longcovid

Top Hashtags in Tweet in G8:
[39] darpa
[2] emergencyusevaccine
[1] covaxin
[1] science
[1] vaccine
[1] covid19
[1] covid
[1] coronavirus
[1] nomandates

Top Words
Top Words in Tweet in Entire Graph:
[6709] polio
[1496] vaccine
[1474] vaccines
[1374] measles
[815] covid
[663] medical
[635] medicines
[635] access
[628] lack
[623] integrated

Top Words in Tweet in G1:
[465] polio
[86] vaccine
[62] covid
[39] vaccines
[34] vaccinated
[31] virus
[30] flu
[28] smallpox
[28] people
[28] against

Top Words in Tweet in G2:
[624] lack
[624] access
[624] medicines
[623] integrated
[616] medical
[616] supplies
[556] resulted
[550] measles
[547] unocha
[546] suspension

Top Words in Tweet in G3:
[148] polio
[63] vaccination
[53] against
[50] child
[41] vaccine
[37] tremendous
[36] pakfightspolio
[28] #endpolio
[26] pakistan
[24] team

Top Words in Tweet in G4:
[236] _davidlimbrick
[235] never
[234] still
[234] amazed
[234] labelled
[234] anti
[234] vaxxer
[234] ve
[234] negative
[234] thing

Top Words in Tweet in G5:
[228] polio
[214] india's
[213] drops
[213] invented
[213] 1955
[213] included
[213] universal
[213] immunization
[213] programme
[213] 1985

Top Words in Tweet in G6:
[21] polio
[10] mcfunny
[10] kathmarval
[7] carlsmythe
[7] mdrisette
[7] ghoppe
[7] #longcovid
[6] vaccine
[6] debilitating
[6] treated

Top Words in Tweet in G7:
[127] polio
[124] alec_zeck
[116] vaccines
[112] people
[111] right
[110] opt
[110] see
[110] happens
[110] pharma
[110] die

Top Words in Tweet in G8:
[185] polio
[76] virus
[62] billybostickson
[61] synthetic
[57] darpa
[50] vaccine
[50] vaccines
[46] use
[43] created
[42] thread

Top Words in Tweet in G9:
[92] polio
[34] vaccines
[26] jamesmelville
[26] vaccine
[25] smallpox
[23] covid
[21] ctvnews
[20] vaccinated
[15] people
[14] berniespofforth

Top Words in Tweet in G10:
[127] polio
[116] mattjcan
[113] measles
[108] diphtheria
[107] mikecarlton01
[107] smallpox
[104] tetanus
[102] rip
[102] re
[101] pneumonia

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[624] lack,access
[624] access,medicines
[616] medicines,medical
[616] medical,supplies
[591] polio,vaccine
[579] measles,polio
[549] integrated,measles
[548] supplies,resulted
[546] unocha,lack
[546] resulted,suspension

Top Word Pairs in Tweet in G1:
[39] polio,vaccine
[17] end,polio
[16] against,polio
[12] polio,smallpox
[12] polio,eradication
[11] vaccinated,against
[11] contra,polio
[10] vacuna,contra
[10] covid,19
[9] contre,polio

Top Word Pairs in Tweet in G2:
[624] lack,access
[624] access,medicines
[616] medicines,medical
[616] medical,supplies
[549] integrated,measles
[548] supplies,resulted
[546] unocha,lack
[546] resulted,suspension
[546] suspension,integrated
[398] measles,polio

Top Word Pairs in Tweet in G3:
[34] against,polio
[20] meeting,chaired
[20] chaired,prime
[20] prime,minister
[20] minister,imrankhanpti
[20] imrankhanpti,highlighted
[20] highlighted,pakistan
[20] pakistan,achieved
[20] achieved,tremendous
[20] tremendous,success

Top Word Pairs in Tweet in G4:
[234] still,amazed
[234] amazed,labelled
[234] labelled,anti
[234] anti,vaxxer
[234] vaxxer,ve
[234] ve,never
[234] never,negative
[234] negative,thing
[234] thing,vaccines
[234] vaccines,father

Top Word Pairs in Tweet in G5:
[213] polio,drops
[213] drops,invented
[213] invented,1955
[213] 1955,included
[213] included,india's
[213] india's,universal
[213] universal,immunization
[213] immunization,programme
[213] programme,1985
[212] 1985,hepatitis

Top Word Pairs in Tweet in G6:
[6] #longcovid,debilitating
[6] debilitating,polio
[6] polio,treated
[6] treated,same
[6] same,respect
[6] respect,ms
[6] ms,patient
[5] antikanueva,#longcovid
[4] herd,immunity
[3] chrisjohnsonmd,stanford_lands

Top Word Pairs in Tweet in G7:
[110] people,opt
[110] opt,vaccines
[110] vaccines,see
[110] see,happens
[110] happens,pharma
[110] pharma,right
[110] right,die
[110] die,measles
[110] measles,polio
[110] polio,etc

Top Word Pairs in Tweet in G8:
[60] synthetic,polio
[44] polio,virus
[40] human,use
[39] thread,#darpa
[39] #darpa,history
[39] history,synthetic
[39] virus,created
[39] created,under
[37] under,darpa
[37] darpa,biological

Top Word Pairs in Tweet in G9:
[12] polio,vaccine
[8] smallpox,polio
[8] theo_tj_jordan,andy_utoronto
[8] andy_utoronto,jamesmelville
[8] jamesmelville,berniespofforth
[6] vaccinated,polio
[6] polio,vaccines
[5] polio,smallpox
[5] fullsendtrades,ctvnews
[5] ctvnews,polio

Top Word Pairs in Tweet in G10:
[103] polio,measles
[102] mikecarlton01,mattjcan
[101] mattjcan,diphtheria
[101] diphtheria,pneumonia
[101] pneumonia,polio
[101] measles,smallpox
[101] smallpox,tetanus
[101] tetanus,yep
[101] yep,em
[101] em,rip

Top Replied-To
Top Replied-To in Entire Graph:
@henry901230
@bertieallsort96
@johnmeussner
@mattjcan
@sacdefromage
@quigonchill
@michaelrperth
@gamechangin
@cy_coleman
@giabella1

Top Replied-To in G1:

Top Replied-To in G2:
@johnny_liar
@great_tgray

Top Replied-To in G3:
@repthomasmassie
@us_fda
@blaw
@nihdirector
@billstewart415
@boulware_dr
@dcislamabad
@jackson06835111
@jeanettesieja
@saraell12418750

Top Replied-To in G4:
@_davidlimbrick
@maradevine
@sally07
@yimeng15
@youcantbeserio6

Top Replied-To in G5:
@dlmakad
@bjp4india
@jpnadda

Top Replied-To in G6:
@tierrahenson
@stoichastich
@xx202qxx
@andersjonita
@melissa94307909
@indyymac
@kolyin
@alan777774
@exceedhergrasp1
@scenesolife

Top Replied-To in G7:
@alec_zeck
@ikn0ihcas0
@margauxker
@garretkramer
@birdie2115
@delo1973

Top Replied-To in G8:
@quigonchill
@ivarezniel
@my3sunsets
@lizb_2010
@bass4life5
@seyrup
@suzy_1776
@momdukendanoke
@rwmalonemd
@ebrolly1

Top Replied-To in G9:
@jamesmelville
@traderess
@antic2000
@kathleenganley
@ctvnews
@jan_c_behrends
@miroslavminchev
@brewcrew4949
@andyrad29
@waynetreasury

Top Replied-To in G10:
@mattjcan
@sallylawry
@nedzelic
@mikecarlton01
@sarah77414568
@colonelhogans
@qwerty90673
@quewb
@snarky_gnome

Top Mentioned
Top Mentioned in Entire Graph:
@repscottperry
@gerryconnolly
@repkarenbass
@_davidlimbrick
@bjp4india
@alec_zeck
@thealiceroberts
@mikecarlton01
@mattjcan
@elevisconti

Top Mentioned in G1:
@bimpepereira
@marillion13
@amask_w
@erlesen
@pearls0424

Top Mentioned in G2:
@repscottperry
@gerryconnolly
@repkarenbass
@edenbfkn
@realhaulegluck
@yemane_belom
@tirhas82181979
@demewoztm
@bepositive76
@great_tgray

Top Mentioned in G3:
@pakfightspolio
@imrankhanpti
@drnausheenpti
@eltourdetucson
@johnhewko
@shekhar_rotary
@us_fda
@cdcgov
@nihdirector
@who

Top Mentioned in G4:
@_davidlimbrick
@drafzalniaz3
@teatoast9
@maradevine
@k_mahlburg
@charmie13
@onestopaloeshop
@wellcamp_inmate
@greyhaired07
@iamfrew

Top Mentioned in G5:
@bjp4india
@bjplive
@jpnadda
@deepthanki_bjp
@incindia

Top Mentioned in G6:
@mcfunny
@kathmarval
@carlsmythe
@mdrisette
@ghoppe
@takethatct
@maureenstroud
@antikanueva
@provaxtexan
@_mamadeb

Top Mentioned in G7:
@alec_zeck
@ak_1981_2021
@k81691558
@garretkramer
@look_up_now1
@alisonblunt
@claire47531076
@hettingclaus
@plistinova
@5djindji

Top Mentioned in G8:
@billybostickson
@forrestmaready
@lukewearechange
@barbiesway
@doctor_oxford
@rwmalonemd
@pierrekory
@momdukendanoke
@darpa
@suzy_1776

Top Mentioned in G9:
@jamesmelville
@ctvnews
@berniespofforth
@theo_tj_jordan
@andy_utoronto
@rachelnotley
@chrissaccoccia1
@ericbunnyblair
@jkenney
@fullsendtrades

Top Mentioned in G10:
@mikecarlton01
@mattjcan
@scottmorrisonmp
@sallylawry
@mumabear13
@sharonp63550637
@brianleahy99
@evoke_studio
@quentindempster
@tonywalker1

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@afropages
@greynblues
@freiewelteu
@56perumal
@pparzival
@commonpatriot
@collegemenfess
@dhruvbhim
@iartg

Top Tweeters in G1:
@afropages
@freiewelteu
@rcdewinter
@penultimah
@la_excusa_
@increscendo99
@_newspaperboys_
@lamoleculad
@omentando
@bonobix

Top Tweeters in G2:
@bekatigray
@ruftaaraya
@letebrhangebre1
@meditigray
@abebahialu
@bepositive76
@awtash4
@mussietesfaye4
@elshada37075062
@un

Top Tweeters in G3:
@rosenchild
@rolex7michael
@wavehit
@abc7ny
@hubbucket
@ranaomer
@kafias
@azad_shehri
@abcworldnews
@insafpk

Top Tweeters in G4:
@ladym3033
@gil00006
@davidmatheson27
@mkpadovani
@danrisky
@kibikafarm
@beesting
@toomuchfandango
@916_stevo
@dogduffy

Top Tweeters in G5:
@56perumal
@dhruvbhim
@vishnus47793080
@dewbispeaks
@manishupreti9
@ihardikshah
@rajksharma093
@student4_life
@rajbhagwadhari
@bjp4india

Top Tweeters in G6:
@lizditz
@adevotedyogi
@doritmi
@scepticalaussie
@_mamadeb
@tony__heller
@michaelbranniga
@denutrients
@jds44894884
@monstercoyliar

Top Tweeters in G7:
@osiris_era
@ohioyallers
@sagdecwho
@getaclue77
@saraart4
@adriennem5
@kayjoe00
@lisaannwersing1
@wendylee21742
@mirrormandan

Top Tweeters in G8:
@threadreaderapp
@barbiesway
@rookieuserim
@politicalwilli
@mikihart415
@realadamb1
@jamesbott007
@econnol
@wellnessfr
@newmumonline

Top Tweeters in G9:
@torontostar
@islandlife2014
@ctvnews
@vancouverboomer
@charliebadger99
@ctvvancouver
@janjancsmith
@theo_tj_jordan
@antic2000
@barryonash

Top Tweeters in G10:
@guytaur
@joneshowdareyou
@robotbum
@iainmac9
@obrijo
@susan29191404
@hannj666
@colonelhogans
@annaclarity1
@kaetrin67


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