Polio, Twitter, 12/17/2021 3:18:00 AM, 268473


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Polio_2021-12-16_18-43-51.xlsx
Polio_2021-12-16_18-43-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 17, 2021
Short Description:
Polio via NodeXL https://bit.ly/3IWJ7Rn
@andrewshuk2112
@megan_fearon
@iam_sed_i
@rainnwilson
@therealkaz01
@pakfightspolio
@lizlindsayibiza
@fillmorewhite
@kobypacman
@kelewishhh

Top hashtags:
#polio
#pakistan
#pakistanmovingforward
#vaccineswork
#covid19
#covid

Description:
Description
The graph represents a network of 11,221 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, 17 December 2021 at 02:52 UTC.

The requested start date was Friday, 17 December 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, 6-hour, 44-minute period from Tuesday, 14 December 2021 at 05:18 UTC to Thursday, 16 December 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 : 11221
Unique Edges : 7158
Edges With Duplicates : 10425
Total Edges : 17583
Number of Edge Types : 5
Retweet : 4442
MentionsInRetweet : 5172
Replies to : 2520
Mentions : 4664
Tweet : 785
Self-Loops : 818
Reciprocated Vertex Pair Ratio : 0.0215621365303749
Reciprocated Edge Ratio : 0.0422140479943948
Connected Components : 1798
Single-Vertex Connected Components : 350
Maximum Vertices in a Connected Component : 2916
Maximum Edges in a Connected Component : 5992
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.385691
Graph Density : 9.06912983534025E-05
Modularity : 0.646408
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 11,221 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, 17 December 2021 at 02:52 UTC.

The requested start date was Friday, 17 December 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, 6-hour, 44-minute period from Tuesday, 14 December 2021 at 05:18 UTC to Thursday, 16 December 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:
[22] https://www.bbc.com/news/world-middle-east-29251329.amp
[10] https://www1.folha.uol.com.br/equilibrioesaude/2021/12/como-brasil-entrou-em-lista-de-alto-risco-de-volta-da-polio.shtml?utm_source=twitter&utm_medium=social&utm_campaign=twfolha
[7] https://odishatv.in/news/national/ttp-intensifies-attacks-in-pakistan-166117
[6] https://abcnews.go.com/Health/wireStory/polio-cases-now-caused-vaccine-wild-virus-67287290
[6] https://www.bbc.com/portuguese/brasil-59646001
[5] https://www.flipa.net/la-vacuna-contra-la-polio-y-el-origen-del-sida/
[5] https://twitter.com/megan_fearon/status/1470829842715353094
[4] https://www.theguardian.com/global-development/2020/sep/02/vaccine-derived-polio-spreads-in-africa-after-defeat-of-wild-virus
[4] https://www.aljazeera.com/news/2021/12/11/pakistani-taliban-kill-police-officer-guarding-polio-jab-team
[4] https://www.theguardian.com/global-development/2020/sep/02/vaccine-derived-polio-spreads-in-africa-after-defeat-of-wild-virus?ref=hvper.com

Top URLs in Tweet in G1:
[1] https://pubmed.ncbi.nlm.nih.gov/34873910/
[1] https://www.youtube.com/watch?v=AKHYkHTRTnM&feature=youtu.be


Top URLs in Tweet in G2:
[1] https://twitter.com/megan_fearon/status/1470829842715353094

Top URLs in Tweet in G3:
[7] https://odishatv.in/news/national/ttp-intensifies-attacks-in-pakistan-166117
[5] https://www.bbc.com/portuguese/brasil-59646001
[5] https://www.flipa.net/la-vacuna-contra-la-polio-y-el-origen-del-sida/
[4] https://twitter.com/rainnwilson/status/1470455758584119297
[4] https://twitter.com/AndrewShuk2112/status/1470726520465510405
[2] https://www.aljazeera.com/news/2021/12/11/pakistani-taliban-kill-police-officer-guarding-polio-jab-team
[2] https://www.corbettreport.com/fact-check-polio-vaccines-tetanus-vaccines-and-the-gates-foundation/
[2] https://twitter.com/efiaodo1/status/1470677672716128257
[2] https://twitter.com/folha/status/1470713211964084226
[2] https://twitter.com/jeremycorbyn/status/1470822969010184192

Top URLs in Tweet in G4:
[1] https://twitter.com/DoctorReign/status/1471360046722338816
[1] https://twitter.com/NyamburaKamotho/status/1471334324893007875
[1] https://twitter.com/NyamburaKamotho/status/1471352786424147970

Top URLs in Tweet in G5:
[2] https://twitter.com/efiaodo1/status/1470677672716128257
[1] https://twitter.com/akuaboat09/status/1471087091975180289
[1] https://theconversation.com/the-deadly-polio-epidemic-and-why-it-matters-for-coronavirus-133976?utm_source=twitter&utm_medium=bylinetwitterbutton

Top URLs in Tweet in G6:
[1] https://www.cdc.gov/vaccines/vpd/polio/public/index.html#possible-side-effects
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/allergic-reaction.html?s_cid=11346:%2Bcovid%20%2Bvaccine%20%2Banaphylaxis:sem.b:p:RG:GM:gen:PTN:FY21

Top URLs in Tweet in G7:
[2] http://www.emro.who.int/afg/afghanistan-news/december-polio-vaccination-begins.html
[1] https://www.unicef.org/afghanistan/press-releases/polio-vaccination-campaign-december-2021
[1] https://gh.bmj.com/content/6/11/e006397
[1] https://twitter.com/PakFightsPolio/status/1465931872140247040
[1] https://twitter.com/Rotary/status/1469223863808573441
[1] https://nation.com.pk/14-Dec-2021/cm-kicks-off-anti-polio-drive-to-vaccinate-17m-children
[1] https://nation.com.pk/16-Dec-2021/387-000-children-vaccinated-against-polio-in-two-days
[1] https://twitter.com/MayoPCCM/status/1470500562009571342
[1] https://www.unicef.org/pakistan/press-releases/japan-announces-new-us-435-million-grant-support-polio-programme-pakistan
[1] https://www.nawaiwaqt.com.pk/14-Dec-2021/1466934

Top URLs in Tweet in G8:
[22] https://www.bbc.com/news/world-middle-east-29251329.amp

Top URLs in Tweet in G9:
[1] https://www.theguardian.com/global-development/2019/nov/28/polio-outbreaks-in-four-african-countries-caused-by-mutation-of-strain-in-vaccine

Top URLs in Tweet in G10:
[1] https://www.news18.com/news/world/from-smallpox-animal-product-fear-to-polio-jab-conspiracy-theory-vaccine-hesitancy-irks-since-18th-century-4054301.html
[1] https://www.historyofvaccines.org/content/articles/history-anti-vaccination-movements
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1383764/

Top Domains
Top Domains in Tweet in Entire Graph:
[220] twitter.com
[30] bbc.com
[21] com.br
[18] cdc.gov
[15] youtube.com
[11] theguardian.com
[10] com.pk
[7] nih.gov
[7] go.com
[7] odishatv.in

Top Domains in Tweet in G1:
[1] nih.gov
[1] youtube.com

Top Domains in Tweet in G2:
[1] twitter.com

Top Domains in Tweet in G3:
[114] twitter.com
[8] youtube.com
[7] odishatv.in
[6] com.pk
[6] proiqra.com
[5] bbc.com
[5] flipa.net
[4] com.br
[3] einnews.com
[2] aljazeera.com

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

Top Domains in Tweet in G5:
[3] twitter.com
[1] theconversation.com

Top Domains in Tweet in G6:
[2] cdc.gov

Top Domains in Tweet in G7:
[4] twitter.com
[3] com.pk
[2] who.int
[2] unicef.org
[1] bmj.com

Top Domains in Tweet in G8:
[22] bbc.com

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

Top Domains in Tweet in G10:
[1] news18.com
[1] historyofvaccines.org
[1] nih.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[143] polio
[52] pakistan
[40] pakistanmovingforward
[33] vaccineswork
[20] covid19
[19] covid
[17] worldpolioday
[17] poliofree
[15] foreverychild
[15] measles



Top Hashtags in Tweet in G2:
[2] vaccineswork
[1] vaccinesaresafe
[1] applesandpears

Top Hashtags in Tweet in G3:
[24] polio
[10] pakistan
[8] wewillendpolio
[7] rotaryinternational
[7] rotaryclublahorehaleem
[4] covid
[3] japan
[3] children
[3] poliofreepakistan
[3] vaccination

Top Hashtags in Tweet in G5:
[1] saynotomandatoryvaccination

Top Hashtags in Tweet in G7:
[52] polio
[30] pakistan
[22] vaccineswork
[17] poliofree
[15] foreverychild
[10] punjab
[6] afghanistan
[5] day3
[4] covid19
[4] poliofreepakistan

Top Words
Top Words in Tweet in Entire Graph:
[7685] polio
[1605] vaccine
[1316] measles
[1137] vaccinated
[1130] against
[1105] diseases
[1098] vaccines
[1028] covid
[1012] many
[988] mumps

Top Words in Tweet in G1:
[877] polio
[859] andrewshuk2112
[811] vaccinated
[808] measles
[807] against
[804] diseases
[804] mumps
[804] rubella
[804] chickenpox
[803] life

Top Words in Tweet in G2:
[772] polio
[737] megan_fearon
[683] year
[681] died
[680] granny
[679] two
[677] uncle
[677] 1957
[677] beloved
[677] bury

Top Words in Tweet in G3:
[386] polio
[94] vaccine
[58] vaccines
[40] covid
[34] people
[32] one
[32] measles
[30] vaccinated
[29] pakistan
[26] never

Top Words in Tweet in G4:
[344] polio
[329] vaccines
[322] covid
[317] tests
[317] free
[317] zizungushwe
[317] kwa
[317] estate
[317] kama
[317] za

Top Words in Tweet in G5:
[205] polio
[147] iam_sed_i
[130] disease
[129] malaria
[117] vaccine
[110] take
[102] come
[102] wey
[102] wear
[102] bikini

Top Words in Tweet in G6:
[399] polio
[205] rainnwilson
[184] grandfather
[182] crippled
[182] during
[182] depression
[182] proud
[182] medical
[182] technology
[182] brought

Top Words in Tweet in G7:
[181] polio
[122] pakfightspolio
[86] campaign
[57] national
[54] children
[52] #polio
[44] child
[38] vaccination
[36] health
[35] teams

Top Words in Tweet in G8:
[162] polio
[160] partisangirl
[160] vaccine
[159] trust
[159] science
[159] edition
[137] 1955
[22] 2014
[22] syria

Top Words in Tweet in G9:
[15] polio
[12] vaccine
[7] breaking911
[7] famoussheymus
[6] getting
[5] thecenterstripe
[5] angryfleas
[5] fighterth
[5] pootdibou
[5] pamelaedwards

Top Words in Tweet in G10:
[274] polio
[270] still
[270] around
[138] wolven
[134] internet
[134] existed
[3] swiftonsecurity
[2] yes
[2] know
[2] endemic

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[918] measles,mumps
[889] vaccinated,against
[878] mumps,rubella
[840] rubella,polio
[833] polio,chickenpox
[829] many,diseases
[826] chickenpox,hepatitis
[822] against,many
[821] diseases,measles
[820] throughout,life

Top Word Pairs in Tweet in G1:
[807] vaccinated,against
[804] polio,chickenpox
[803] mumps,rubella
[802] measles,mumps
[802] rubella,polio
[801] throughout,life
[801] chickenpox,hepatitis
[800] life,vaccinated
[800] against,many
[800] many,diseases

Top Word Pairs in Tweet in G2:
[678] died,polio
[677] uncle,died
[677] polio,1957
[677] 1957,beloved
[677] beloved,granny
[677] granny,bury
[677] bury,two
[677] two,year
[677] year,old
[677] old,sat

Top Word Pairs in Tweet in G3:
[35] polio,vaccine
[14] polio,vaccines
[14] measles,mumps
[13] polio,vaccination
[10] polio,drops
[10] polio,smallpox
[9] anti,polio
[9] brasil,entrou
[9] entrou,em
[9] em,lista

Top Word Pairs in Tweet in G4:
[317] covid,tests
[317] tests,free
[317] free,vaccines
[317] vaccines,zizungushwe
[317] zizungushwe,kwa
[317] kwa,estate
[317] estate,kama
[317] kama,za
[317] za,polio
[316] inde_fatigable,covid

Top Word Pairs in Tweet in G5:
[113] polio,vaccine
[103] iam_sed_i,polio
[102] vaccine,come
[102] come,wey
[102] wey,wear
[102] wear,bikini
[102] bikini,take
[102] take,sit
[102] sit,floor
[102] floor,plus

Top Word Pairs in Tweet in G6:
[182] grandfather,crippled
[182] crippled,polio
[182] polio,during
[182] during,depression
[182] depression,proud
[182] proud,medical
[182] medical,technology
[182] technology,brought
[182] brought,polio
[181] rainnwilson,grandfather

Top Word Pairs in Tweet in G7:
[38] polio,campaign
[27] national,#polio
[27] make,sure
[26] polio,drops
[25] #polio,immunization
[25] immunization,campaign
[24] vitamin,given
[24] given,addition
[24] addition,polio
[24] drops,ensures

Top Word Pairs in Tweet in G8:
[160] polio,vaccine
[159] trust,science
[159] vaccine,edition
[157] partisangirl,trust
[137] science,1955
[137] 1955,polio
[22] science,2014
[22] 2014,syria
[22] syria,polio

Top Word Pairs in Tweet in G9:
[6] polio,vaccine
[4] jvangent1001,septrose70
[4] septrose70,pamelaedwards
[4] pamelaedwards,deusxmach1na
[4] deusxmach1na,infoguru16
[4] infoguru16,tellingnort
[4] tellingnort,cl1ntonserver
[4] cl1ntonserver,realdoctort
[4] realdoctort,john_iwas_
[4] john_iwas_,crenwot

Top Word Pairs in Tweet in G10:
[270] polio,still
[270] still,around
[134] internet,existed
[134] existed,polio
[134] around,polio
[133] wolven,internet
[3] wolven,swiftonsecurity
[2] yes,know
[2] know,polio
[2] around,endemic

Top Replied-To
Top Replied-To in Entire Graph:
@megan_fearon
@rainnwilson
@andrewshuk2112
@sarahsayswhatev
@nyamburakamotho
@jokitugasfess
@chemistrykrypto
@utlauncensored
@getnorthern
@jfergie_photo

Top Replied-To in G1:
@andrewshuk2112
@barbaraceliacl1
@sillyzoousa
@bolly1710
@stefkoola
@gone47466799
@kevoncrypto1
@schrodsc
@paulstrecker
@kshayy_

Top Replied-To in G2:
@megan_fearon
@bandygit
@44tunafish
@vickydenhome
@chemickas
@harriettmooreb2
@andrewshuk2112
@ianzakwilliams1
@truth_seeker71
@wwakeuptime

Top Replied-To in G4:
@nyamburakamotho
@joe_okiri
@olindpaul
@e_odeo
@hilla254
@hithenameskatie

Top Replied-To in G5:
@iam_sed_i
@omarjigital
@aisiri__
@kwakurafiki2
@cheesquire
@todikro
@_arthurmannn
@aaaafrika

Top Replied-To in G6:
@rainnwilson
@lpcs43c
@reptenney
@turbokitty
@chismosa
@extrasetsrozema
@vikingpolitical
@danielwettstei3
@brelaamg
@kprukristen

Top Replied-To in G7:
@ar888
@traforreal
@ctvtoronto
@allergictobetas
@dcgrw

Top Replied-To in G8:
@partisangirl

Top Replied-To in G9:
@tesseract72
@minnesotaexpat
@jonrfleming
@henry_le74
@markbatin
@breaking911
@jamesjay2
@sanityends
@covidianchurch
@sig_new

Top Replied-To in G10:
@wolven
@bobbyshafto10

Top Mentioned
Top Mentioned in Entire Graph:
@andrewshuk2112
@megan_fearon
@inde_fatigable
@rainnwilson
@partisangirl
@iam_sed_i
@wolven
@pakfightspolio
@maxcroser
@katzen_jammer

Top Mentioned in G1:
@andrewshuk2112
@barbaraceliacl1
@wodentoad
@missporter16
@annjarvis13
@dogrob
@schrodsc
@kevoncrypto1
@rsskeptic
@cernusson

Top Mentioned in G2:
@megan_fearon
@telfordvillan
@bandygit
@andrewshuk2112
@de_prudhoe
@origato
@franzitzka
@jamabing
@southwelljan
@sandy_titch

Top Mentioned in G3:
@bahamastech
@bradpomerance
@surveyorx
@feedynewsbr
@teatrucking
@nodwellsheila
@lselibrary
@toor_sajjad

Top Mentioned in G4:
@inde_fatigable
@moh_kenya
@nyamburakamotho
@supremegream
@konemoheavy
@surgical_tm
@joe_okiri
@wajiru_
@joykareyy
@ben_kunga

Top Mentioned in G5:
@iam_sed_i
@maayaa_o
@justnanaama
@mrtooncart
@cheesquire
@_arthurmannn
@kwesimawusi
@__sedinam
@prem_peh
@andrewshuk2112

Top Mentioned in G6:
@rainnwilson
@pghgreenleft
@hotleadenema
@enlightenment4s
@megan_fearon
@frackhazreveal
@reptenney
@sweetart2517

Top Mentioned in G7:
@pakfightspolio
@whoafghanistan
@pshdept
@dr_hamidjafari
@govtofpunjabpk
@usmanakbuzdar
@dr_yasminrashid
@who
@saminalvi
@dcrawalpindi

Top Mentioned in G8:
@partisangirl
@msmvictim1

Top Mentioned in G9:
@famoussheymus
@breaking911
@thecenterstripe
@angryfleas
@fighterth
@pootdibou
@pamelaedwards
@jvangent1001
@septrose70
@deusxmach1na

Top Mentioned in G10:
@wolven
@swiftonsecurity

Top Tweeters
Top Tweeters in Entire Graph:
@geonews_urdu
@abbtakk
@odio_nao
@chris_1791
@greynblues
@vivacoid
@collegemenfess
@evankirstel
@john1966olsen
@viralvideovlogs

Top Tweeters in G1:
@_tomacns
@luqmannyamiin
@jcmarbury
@aclaysuper
@brettaapplebaum
@kemaaayyyy
@holawhunmee
@barbiewithatude
@aspiemum
@chicasa

Top Tweeters in G2:
@roadwarrior29
@yagbebi
@parsifel43
@dementedbonxie
@robertgedge
@bastiongray
@treekahlo
@davidwcummins
@juliecuninghame
@icky_84

Top Tweeters in G3:
@abbtakk
@sindonews
@vonivar
@lizardogramcko
@la_excusa_
@valijainterna
@newsonepk
@martinas013
@genotipado
@migueliiiiiiito

Top Tweeters in G4:
@tusk8rman
@brianmbunde
@mothoni_
@bennytothedj
@terrikibiriti
@konemoheavy
@shecyclesnbi
@themaxyne
@hilla254
@gitonga_qui

Top Tweeters in G5:
@kedem2134
@iamjehova
@okwasiabinti
@driz_04
@1realkidd
@royal_ryder
@augyog
@mike_nkansah
@oi_penelope
@iamopele

Top Tweeters in G6:
@aprylsmithts
@frackhazreveal
@roxamp
@donnathorson
@marcosarellano
@freddyatton
@molliekatie
@bambiii26
@dianeraucher
@joyfulng

Top Tweeters in G7:
@cotey_mary
@wstrohmacher
@nawaiwaqt_
@azad_shehri
@cp24
@the_nation
@dufferistan
@thenews_intl
@garnet_2203
@ctvtoronto

Top Tweeters in G8:
@sandoly
@albi2103
@aerwaves_
@refust
@max970
@obscureshadow3
@hairymarx1
@mpreobrazenskij
@yasthetwit
@abidmariner

Top Tweeters in G9:
@thereseosulliv2
@eturleye
@vincegottalotta
@jimaw63
@hrt6017
@mariana057
@trevors241
@virtualgstorm
@famoussheymus
@gerard39delaney

Top Tweeters in G10:
@zombiesarebad
@arthurwyatt
@sponson
@bulbafren
@gombang
@iwatch_tv
@docfreeride
@bitemyapp
@gabrielpeev
@wolven


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