Polio, Twitter, 4/3/2020 3:34:04 AM, 224307


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Polio_2020-04-02_18-48-06.xlsx
Polio_2020-04-02_18-48-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 03, 2020
Short Description:
Polio via NodeXL https://bit.ly/3bL0hjv
@helenbranswell
@spookybun
@kakape
@sneweyy
@postpolionews
@keithbaldrey
@zfrmrza
@mustafaujjan
@who
@mcfunny

Top hashtags:
#covid19
#polio
#endpolio
#coronavirus
#covid_19
#vaccine
#gpei
#fairshare
#smallpox
#measles

Description:
Description
The graph represents a network of 6,260 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, 03 April 2020 at 01:51 UTC.

The requested start date was Friday, 03 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 10-hour, 4-minute period from Monday, 30 March 2020 at 12:12 UTC to Tuesday, 31 March 2020 at 22:17 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 : 6260
Unique Edges : 6472
Edges With Duplicates : 3479
Total Edges : 9951
Number of Edge Types : 4
Replies to : 1552
MentionsInRetweet : 3205
Tweet : 832
Mentions : 4362
Self-Loops : 832
Reciprocated Vertex Pair Ratio : 0.0415984277759581
Reciprocated Edge Ratio : 0.079874213836478
Connected Components : 1320
Single-Vertex Connected Components : 426
Maximum Vertices in a Connected Component : 1282
Maximum Edges in a Connected Component : 2987
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 7.506806
Graph Density : 0.000162322166623194
Modularity : 0.641811
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 6,260 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, 03 April 2020 at 01:51 UTC.

The requested start date was Friday, 03 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 10-hour, 4-minute period from Monday, 30 March 2020 at 12:12 UTC to Tuesday, 31 March 2020 at 22:17 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:
[129] https://www.thenews.com.pk/print/636530-polio-in-a-pandemic
[21] https://marcgrossberg.com/2019/10/03/what-it-was-really-like-to-have-polio/
[20] https://twitter.com/washingtonpost/status/1245033750217588744
[17] https://wattsupwiththat.com/2020/03/30/unintended-consequences-polio-and-covid-19/
[13] https://www.flipa.net/la-vacuna-contra-la-polio-y-el-origen-del-sida/
[7] https://vimeo.com/73791736
[6] https://www.telegraph.co.uk/global-health/science-and-disease/measles-polio-may-come-roaring-back-global-vaccination-programmes/
[6] https://www.independent.co.uk/life-style/health-and-families/dame-jean-macnamara-google-doodle-polio-doctor-scientist-australia-paralysis-death-a9438521.html?utm_medium=Social&utm_source=Twitter#Echobox=1585669203
[5] https://twitter.com/mattwalshblog/status/1244954275706474498
[5] https://www.bbc.co.uk/news/uk-northern-ireland-52067370

Top URLs in Tweet in G1:
[13] https://www.flipa.net/la-vacuna-contra-la-polio-y-el-origen-del-sida/
[13] https://twitter.com/washingtonpost/status/1245033750217588744
[3] https://www.bbc.co.uk/news/uk-northern-ireland-52067370
[3] https://wattsupwiththat.com/2020/03/30/unintended-consequences-polio-and-covid-19/
[2] https://www.cbc.ca/news/canada/manitoba/covid-19-is-threatening-to-us-past-epidemic-leaves-survivors-at-risk-1.5510947?__vfz=medium%3Dsharebar
[2] https://malayalam.oneindia.com/news/international/new-polio-cases-report-in-pakistan-amid-coronavirus-outbreak-244870.html
[2] https://nyti.ms/2UGkMqR
[2] https://www.facebook.com/groups/208828832965695/
[2] https://www.telegraph.co.uk/global-health/science-and-disease/measles-polio-may-come-roaring-back-global-vaccination-programmes/
[2] https://www.pbs.org/wgbh/americanexperience/films/polio/

Top URLs in Tweet in G2:
[1] https://www.scientificamerican.com/article/hidden-threat-that-could-prevent-polio-global-eradication/
[1] https://www.bloomberg.com/news/articles/2020-03-31/coronavirus-in-sewage-portended-covid-19-outbreak-in-dutch-city
[1] https://www.theatlantic.com/international/archive/2011/08/finland-looks-for-a-mystery-person-spreading-poliovirus/243604/

Top URLs in Tweet in G3:
[5] https://www.independent.co.uk/life-style/health-and-families/dame-jean-macnamara-google-doodle-polio-doctor-scientist-australia-paralysis-death-a9438521.html?utm_medium=Social&utm_source=Twitter#Echobox=1585669203
[3] http://endpol.io/rtyc19
[2] https://www.telegraph.co.uk/global-health/science-and-disease/measles-polio-may-come-roaring-back-global-vaccination-programmes/
[2] https://bit.ly/2wTdGqZ
[2] https://twitter.com/markcha/status/1244721175542009858
[2] https://torontosun.com/news/world/more-than-18m-people-walking-today-thanks-to-polio-virus-who-director/
[1] https://bit.ly/2QYCsg8
[1] https://bit.ly/3bBvfKV
[1] https://bit.ly/33YzD4b
[1] https://bit.ly/3awWgPt

Top URLs in Tweet in G4:
[1] https://twitter.com/mawish_m/status/1245053528294469632

Top URLs in Tweet in G6:
[127] https://www.thenews.com.pk/print/636530-polio-in-a-pandemic
[1] https://twitter.com/AseefaBZ/status/1244524588786241537

Top URLs in Tweet in G9:
[1] https://twitter.com/robshaw_vansun/status/1244734098058301440

Top URLs in Tweet in G10:
[5] https://fda.gov/media/94583/download
[3] http://vaccineimpact.com/2016/dr-humphries-acute-flaccid-paralysis-used-to-be-called-polio/
[2] https://www.ebiomedicine.com/article/S2352-3964(17)30046-4/fulltext
[1] https://www.ncbi.nlm.nih.gov/pubmed/18976924
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=http%3A%2F%2Fwww.ebiomedicine.com%2Farticle%2FS2352-3964%2817%2930046-4%2Ffulltext&rc=0&code=ebiom-site
[1] https://academic.oup.com/jid/article/192/12/2033/838973
[1] https://wayback.archive-it.org/7993/20190425010445/https://www.fda.gov/downloads/BiologicsBloodVaccines/Vaccines/ApprovedProducts/UCM474387.pdf
[1] https://amhistory.si.edu/polio/timeline/index.htm
[1] https://twitter.com/etweeetz/status/1050122074650492930?s=21
[1] https://twitter.com/etweeetz/status/1050122074650492930

Top Domains
Top Domains in Tweet in Entire Graph:
[200] twitter.com
[130] com.pk
[27] bit.ly
[22] co.uk
[21] marcgrossberg.com
[17] wattsupwiththat.com
[13] pbs.org
[13] flipa.net
[9] youtube.com
[9] endpol.io

Top Domains in Tweet in G1:
[87] twitter.com
[13] flipa.net
[7] pbs.org
[7] co.uk
[6] bit.ly
[4] dlvr.it
[3] youtube.com
[3] wattsupwiththat.com
[2] cbc.ca
[2] apple.news

Top Domains in Tweet in G2:
[1] scientificamerican.com
[1] bloomberg.com
[1] theatlantic.com

Top Domains in Tweet in G3:
[13] bit.ly
[7] co.uk
[4] endpol.io
[3] twitter.com
[2] torontosun.com
[2] jstor.org
[1] nature.com
[1] rotary.org
[1] polioeradication.org
[1] dawn.com

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

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

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[5] fda.gov
[3] vaccineimpact.com
[2] ebiomedicine.com
[2] twitter.com
[1] nih.gov
[1] elsevierhealth.com
[1] oup.com
[1] archive-it.org
[1] si.edu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[391] covid19
[314] polio
[51] endpolio
[28] coronavirus
[27] covid_19
[26] vaccine
[24] gpei
[24] fairshare
[21] smallpox
[20] measles



Top Hashtags in Tweet in G1:
[21] polio
[9] covid19
[9] coronavirus
[6] pakistan
[5] covid_19
[3] vaccination
[3] pandemic
[3] vaccine
[3] medicine
[3] mycaremedical

Top Hashtags in Tweet in G2:
[35] polio
[23] covid19

Top Hashtags in Tweet in G3:
[43] polio
[18] endpolio
[18] covid19
[18] vaccine
[17] rotary
[14] vaccineswork
[8] publichealth
[5] coronavirus
[5] pakistan
[5] fakenews

Top Hashtags in Tweet in G4:
[3] tigerforce
[1] coronarelieftigerforce
[1] covid
[1] covid19
[1] polio
[1] coronavirustruth
[1] socialdistancing
[1] corona
[1] karachi
[1] covid_19

Top Hashtags in Tweet in G5:
[7] cursoacme

Top Hashtags in Tweet in G6:
[124] polio
[4] kp
[1] endpolio
[1] covid_19
[1] ik

Top Hashtags in Tweet in G7:
[116] covid19
[3] mecfs
[1] recovery
[1] rehabiliation

Top Hashtags in Tweet in G8:
[124] covid19

Top Hashtags in Tweet in G9:
[1] covid19

Top Hashtags in Tweet in G10:
[10] vaccines
[6] flu
[6] polio
[3] vaccine
[3] paralysis
[3] afp
[2] flushot
[2] doctorsspeakup
[1] study
[1] vaccination

Top Words
Top Words in Tweet in Entire Graph:
[2407] Words in Sentiment List#1: Positive
[4298] Words in Sentiment List#2: Negative
[25] Words in Sentiment List#3: Angry/Violent
[126922] Non-categorized Words
[133627] Total Words
[3444] polio
[696] vaccine
[590] virus
[419] people
[391] #covid19

Top Words in Tweet in G1:
[434] polio
[90] ø
[63] vaccine
[43] ù
[36] ú
[34] û
[31] virus
[30] covid
[28] years
[28] ãƒ

Top Words in Tweet in G2:
[260] sewage
[255] helenbranswell
[224] early
[224] warning
[224] system
[223] checking
[223] sars
[223] cov
[223] presence
[223] virus

Top Words in Tweet in G3:
[107] polio
[48] eradication
[48] rotary
[44] 19
[43] #polio
[43] covid
[41] ask
[40] recognize
[40] emergency
[40] affect

Top Words in Tweet in G4:
[135] polio
[74] force
[55] workers
[42] imrankhanpti
[37] tiger
[32] use
[28] teams
[24] team
[24] data
[24] know

Top Words in Tweet in G5:
[146] alexny_85
[146] impresiona
[146] ver
[146] estã
[146] haciendo
[146] nosotros
[146] virus
[146] tenemos
[146] vacuna
[146] os

Top Words in Tweet in G6:
[127] pandemic
[124] aseefabz
[124] #polio
[35] polio
[16] health
[15] workers
[14] threatens
[14] more
[14] work
[14] schedule

Top Words in Tweet in G7:
[232] patients
[126] polio
[120] nickhartthorax
[117] illness
[116] #covid19
[116] generation's
[116] mild
[116] moderate
[116] severe
[116] large

Top Words in Tweet in G8:
[125] vaccine
[124] imagine
[124] available
[124] right
[124] #covid19
[123] jenheemstra
[123] forâ

Top Words in Tweet in G9:
[121] specialist
[121] front
[121] lines
[121] fighting
[121] ebola
[121] sars
[121] polio
[121] blame
[121] being
[120] keithbaldrey

Top Words in Tweet in G10:
[35] polio
[30] lotusoak2
[18] vaccine
[14] case
[13] last
[12] thatâ
[12] killer
[12] schedule
[12] hep
[12] sexually

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[255] polio,vaccine
[231] sars,cov
[229] early,warning
[228] checking,sewage
[228] sewage,sars
[228] cov,early
[228] warning,system
[228] system,presence
[228] presence,virus
[228] virus,community

Top Word Pairs in Tweet in G1:
[35] ø,ø
[24] polio,vaccine
[23] covid,19
[16] polio,epidemic
[15] polio,crusade
[14] contra,polio
[14] ãƒ,ãƒ
[13] ù,ø
[13] polio,workers
[13] vacuna,contra

Top Word Pairs in Tweet in G2:
[224] early,warning
[223] checking,sewage
[223] sewage,sars
[223] sars,cov
[223] cov,early
[223] warning,system
[223] system,presence
[223] presence,virus
[223] virus,community
[223] community,infected

Top Word Pairs in Tweet in G3:
[43] covid,19
[43] polio,eradication
[40] recognize,covid
[40] 19,emergency
[40] emergency,affect
[40] affect,aspects
[40] aspects,polio
[40] eradication,program
[40] program,ask
[23] ask,rotary

Top Word Pairs in Tweet in G4:
[40] polio,workers
[37] tiger,force
[22] polio,teams
[15] please,use
[15] use,teacher
[15] teacher,force
[15] force,tiger
[15] force,support
[15] support,polio
[15] polio,force

Top Word Pairs in Tweet in G5:
[146] impresiona,ver
[146] ver,estã
[146] estã,haciendo
[146] haciendo,nosotros
[146] nosotros,virus
[146] virus,tenemos
[146] tenemos,vacuna
[146] vacuna,os
[146] os,imaginã
[146] imaginã,mundo

Top Word Pairs in Tweet in G6:
[124] #polio,pandemic
[123] aseefabz,#polio
[15] health,workers
[14] polio,threatens
[14] threatens,more
[14] more,polio
[14] polio,health
[14] workers,work
[14] work,schedule
[14] schedule,people

Top Word Pairs in Tweet in G7:
[116] #covid19,generation's
[116] generation's,polio
[116] polio,patients
[116] patients,mild
[116] mild,moderate
[116] moderate,severe
[116] severe,illness
[116] illness,large
[116] large,numbers
[116] numbers,patients

Top Word Pairs in Tweet in G8:
[124] imagine,vaccine
[124] vaccine,available
[124] available,right
[124] right,#covid19
[123] jenheemstra,imagine
[123] #covid19,forâ

Top Word Pairs in Tweet in G9:
[121] specialist,front
[121] front,lines
[121] lines,fighting
[121] fighting,ebola
[121] ebola,sars
[121] sars,polio
[121] polio,blame
[121] blame,being
[120] keithbaldrey,specialist
[120] being,frustraâ

Top Word Pairs in Tweet in G10:
[12] lotusoak2,thatâ
[12] thatâ,killer
[12] killer,schedule
[12] schedule,hep
[12] hep,sexually
[12] sexually,transmitted
[12] transmitted,disease
[12] disease,last
[12] last,wild
[12] wild,case

Top Replied-To
Top Replied-To in Entire Graph:
@polio_la
@oficial_resaca
@gastro_original
@defensadelsi
@cuarentenahijos
@plasmodium_
@mattwalshblog
@realdonaldtrump
@mawish_m
@saleemkhansafi

Top Replied-To in G1:

Top Replied-To in G2:
@helenbranswell

Top Replied-To in G3:
@billgates
@ali_naka
@doctorhumano
@drependiente
@iuitdd
@angiocito
@amakaly
@heavenwaits1
@mrisife

Top Replied-To in G4:
@saleemkhansafi
@imrankhanpti
@malickviews
@rehamkhan1
@sindhcmhouse
@sikanderbakhts
@rabnbaloch
@realhamza45
@chnaveedhafeezk
@raheelbukhari10

Top Replied-To in G5:
@alexny_85

Top Replied-To in G6:
@aseefabz

Top Replied-To in G7:
@nickhartthorax
@dremmafrans

Top Replied-To in G10:
@lotusoak2
@weaponizedword1
@urbanx_f
@vilethepro
@avgnewyorkerli
@michelelee_1
@ste_blackparent

Top Mentioned
Top Mentioned in Entire Graph:
@helenbranswell
@polio_la
@pestenegrisma
@avacunas
@ecolioficial
@herpes_oficial
@defensadelsi
@alexny_85
@plasmodium_
@fiebreafricana

Top Mentioned in G1:
@gwdocs
@tnnenglish

Top Mentioned in G2:
@helenbranswell

Top Mentioned in G3:
@rotary
@who
@gavi
@endpolionow
@doctorhumano
@gatesfoundation
@billgates
@sneweyy
@unicef
@rotaract

Top Mentioned in G4:
@imrankhanpti
@usmanakbuzdar
@arsched
@rameshjaipal
@ptiofficial
@pid_gov
@muradalishahppp
@pakpmo
@radiopakistan

Top Mentioned in G5:
@alexny_85
@elprofedefisica
@cptn_pastanaga

Top Mentioned in G6:
@aseefabz
@taimoormaheraly
@hinamaharn
@srehmanoffice

Top Mentioned in G7:
@nickhartthorax
@vankelhane
@dremmafrans
@exceedhergrasp1
@helenbranswell

Top Mentioned in G8:
@jenheemstra

Top Mentioned in G9:
@keithbaldrey

Top Mentioned in G10:
@lotusoak2
@kenholt13
@admutum
@sheeple101
@med1cinewoman
@etweeetz
@ste_blackparent
@golfergirl2018
@just4thecause
@governorperry

Top Tweeters
Top Tweeters in Entire Graph:
@geonews_urdu
@jurylady5
@kompascom
@judehaste_write
@independent
@janromes
@teshawnedmonds
@threadreaderapp
@cota3143
@yojudenz

Top Tweeters in G1:
@cota3143
@analyticaglobal
@dailynation
@nofearnofavors4
@zonacien
@sioxielegend
@elgrajovuela
@infreakworld
@incomparable_m
@sprbrighting

Top Tweeters in G2:
@theresamax
@cwharlow
@boerneaj
@sandoly
@raemadema
@scopedbylarry
@electricboyo
@watchdogsniffer
@solon594bce
@cecalli_helper

Top Tweeters in G3:
@independent
@indianexpress
@viralvm69
@segalink
@telegraph
@vicentelozadab
@whitehatguy
@justbementalist
@mikesimap
@pib_india

Top Tweeters in G4:
@geonews_urdu
@a_proudcivilian
@radiopakistan
@rabnbaloch
@ptiofficial
@siasatpk
@abbasnasir59
@murtazasolangi
@sadat_younis
@drsfashraf

Top Tweeters in G5:
@emulenews
@calsojorn
@mixpelirroja
@cescept
@niha
@rideretw
@l_dmaria
@luthienaragon
@yupiyum
@fali_mz

Top Tweeters in G6:
@syedihusain
@humairiqbal1
@salmangopi
@gqabbasi
@naveedmemon83
@titojourno
@shahzadshafi007
@seema7766
@qurbanalaghari
@imranalikeerio

Top Tweeters in G7:
@snyggois
@morpheo
@carolinekvitter
@vankelhane
@joy_pops
@cstolth
@robyeldham
@granejane
@autiegethernow
@alm_anja

Top Tweeters in G8:
@dt2phillips
@premeddork
@playboycardii
@aliyamn_
@kirielson
@maggieogs
@yatevasamejorar
@divercity10
@jossemargt
@josefernanderz

Top Tweeters in G9:
@janniaragon
@charlierichmond
@scooterissima
@theslimdude
@kcorr54
@megloops
@geekyjules
@velianaylor
@rodmickleburgh
@polkameister

Top Tweeters in G10:
@eddarrell
@svagdis
@booniekane
@danielcoetzee12
@qlover18
@_mamadeb
@doritmi
@sheeple101
@beckyjohnson222
@zarnie50


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