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Polio_2021-07-29_18-43-51.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
July 30, 2021
Short Description:
Polio via NodeXL https://bit.ly/3icuJJr
@mhdksafa
@ledredman
@drericding
@pink1963dsw
@chicadeees
@cleavon_md
@richard90850020
@potus
@thehill
@robynbryant33

Top hashtags:
#souchon
#polio
#covid19
#vaccineswork
#poliofree
#salvini
#meloni
#vaccines
#pakistan
#sindh

Description:
Description
The graph represents a network of 11,646 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, 30 July 2021 at 01:55 UTC.

The requested start date was Friday, 30 July 2021 at 00:01 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, 4-hour, 21-minute period from Tuesday, 27 July 2021 at 07:41 UTC to Thursday, 29 July 2021 at 12:02 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 : 11646
Unique Edges : 7930
Edges With Duplicates : 9156
Total Edges : 17086
Number of Edge Types : 5
Retweet : 3957
MentionsInRetweet : 4924
Replies to : 3030
Tweet : 928
Mentions : 4247
Self-Loops : 959
Reciprocated Vertex Pair Ratio : 0.0207531979604616
Reciprocated Edge Ratio : 0.0406625186223819
Connected Components : 2227
Single-Vertex Connected Components : 418
Maximum Vertices in a Connected Component : 1855
Maximum Edges in a Connected Component : 3846
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 6.140823
Graph Density : 8.41409530188802E-05
Modularity : 0.672202
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 11,646 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, 30 July 2021 at 01:55 UTC.

The requested start date was Friday, 30 July 2021 at 00:01 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, 4-hour, 21-minute period from Tuesday, 27 July 2021 at 07:41 UTC to Thursday, 29 July 2021 at 12:02 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:
[57] https://www.thenews.com.pk/print/869375-pakistan-reports-no-polio-case-in-six-months
[31] https://cienciaysaludnatural.com/vacuna-contra-la-polio-la-verdadera-historia/
[12] https://www.theguardian.com/global-development/2020/sep/02/vaccine-derived-polio-spreads-in-africa-after-defeat-of-wild-virus
[12] https://www.geo.tv/latest/361973-pakistan-reports-no-new-cases-of-polio-in-first-six-months-of-2021-report
[11] https://www.forbes.com/sites/williamhaseltine/2021/03/08/lessons-from-the-past-and-present-for-controlling-covid-19-polio/?sh=5192d0884ee1
[7] https://www.nytimes.com/2021/07/29/briefing/mask-mandates-coronavirus.html?referringSource=articleShare
[6] https://www.amazon.com/Moth-Iron-Lung-Biography-Polio/dp/1717583679/ref=nodl_
[6] https://abcnews.go.com/Health/wireStory/polio-cases-now-caused-vaccine-wild-virus-67287290
[5] https://twitter.com/cathnjrn/status/1420619820333244416
[5] https://www.npr.org/sections/goatsandsoda/2017/06/28/534403083/mutant-strains-of-polio-vaccine-now-cause-more-paralysis-than-wild-polio

Top URLs in Tweet in G1:
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4024226/
[1] https://twitter.com/jochely3/status/1420532925209006081
[1] https://www.medrxiv.org/content/10.1101/2021.07.01.21259833v1
[1] https://en.wikipedia.org/wiki/Polio#History

Top URLs in Tweet in G2:
[3] https://twitter.com/robynbryant33/status/1419821565663797253
[3] https://www.bmj.com/content/374/bmj.n1818
[2] https://za.pairsonnalites.org/2021/07/lamu-herbalists-demand-ppes-training.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://en.dailypakistan.com.pk/27-Jul-2021/pakistan-reports-no-polio-case-in-six-months
[2] https://twitter.com/FJolivet36/status/1419690540921245703
[2] https://www.flipa.net/la-vacuna-contra-la-polio-y-el-origen-del-sida/
[2] https://www.geo.tv/latest/361973-pakistan-reports-no-new-cases-of-polio-in-first-six-months-of-2021-report
[2] https://twitter.com/pensezbibi/status/1420028681146277889
[2] https://twitter.com/enbyrogers/status/1420115550513029129
[2] https://www.huffpost.com/entry/mitch-mcconnell-covid-vaccines-ad_n_61016546e4b0f9b5a22ebf2f

Top URLs in Tweet in G4:
[1] https://twitter.com/mstratford/status/1420422062431215621
[1] https://abcnews.go.com/Health/wireStory/polio-cases-now-caused-vaccine-wild-virus-67287290

Top URLs in Tweet in G5:
[6] https://www.amazon.com/Moth-Iron-Lung-Biography-Polio/dp/1717583679/ref=nodl_
[2] https://www.amazon.com/Moth-Iron-Lung-Biography-Polio/dp/1717583679
[1] https://archive.org/details/b28771254_0001
[1] https://www.medicinenet.com/kochs_postulates/definition.htm
[1] https://pediatrics.aappublications.org/content/135/Supplement_1/S16.2
[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://jamanetwork.com/journals/jama/article-abstract/327642
[1] https://threadreaderapp.com/thread/1005127713848463361.html
[1] https://pubmed.ncbi.nlm.nih.gov/26604026/
[1] https://www.instagram.com/accounts/login/

Top URLs in Tweet in G7:
[4] https://www.thenews.com.pk/print/869375-pakistan-reports-no-polio-case-in-six-months
[3] https://www.quettavoice.com/2021/07/28/polio-eradication-is-inevitable-cs-balochistan/
[1] http://radio.gov.pk/29-07-2021/countrys-anti-polio-efforts-yielding-positive-results-faisal
[1] http://www.radio.gov.pk/29-07-2021/countrys-anti-polio-efforts-yielding-positive-results-faisal
[1] https://www.youtube.com/watch?v=xKLczqn3COU&feature=youtu.be

[1] https://gatesnot.es/3rmlutl
[1] https://www.urdupoint.com/en/pakistan/anti-polio-campaign-to-target-over-200000-c-1312748.html
[1] https://www.urdupoint.com/en/health/no-polio-case-reported-in-punjab-in-first-hal-1313336.html
[1] https://www.gatesnotes.com/Health/An-important-moment-in-the-fight-against-polio?WT.mc_id=20210726100000_PolioUpdate_BG-LI_&WT.tsrc=BGLI
[1] https://www.dawn.com/news/1637497

Top URLs in Tweet in G8:
[4] https://www.npr.org/sections/goatsandsoda/2017/06/28/534403083/mutant-strains-of-polio-vaccine-now-cause-more-paralysis-than-wild-polio
[1] https://twitter.com/drkate_miller/status/1419606442881871876
[1] https://trove.nla.gov.au/work/12095171

Top URLs in Tweet in G9:
[11] https://www.forbes.com/sites/williamhaseltine/2021/03/08/lessons-from-the-past-and-present-for-controlling-covid-19-polio/?sh=5192d0884ee1
[2] http://trib.al/03p4KHp
[2] https://twitter.com/DrEricDing/status/1418812448665214976
[1] https://www.smithsonianmag.com/smart-news/how-elvis-helped-america-eliminate-polio-180976614/
[1] https://www.dallasnews.com/business/health-care/2017/07/30/how-dallas-dealt-polio-a-massive-blow-by-vaccinating-900000-people-in-two-days/
[1] https://www.theguardian.com/society/2020/may/26/last-iron-lung-paul-alexander-polio-coronavirus?CMP=Share_iOSApp_Other
[1] https://www.cdc.gov/vaccines/vpd/polio/public/index.html

Top URLs in Tweet in G10:
[2] https://twitter.com/vierda/status/1420570485822156800

Top Domains
Top Domains in Tweet in Entire Graph:
[251] twitter.com
[64] com.pk
[31] cienciaysaludnatural.com
[15] theguardian.com
[14] dawn.com
[12] nytimes.com
[12] geo.tv
[12] forbes.com
[11] nih.gov
[11] youtube.com

Top Domains in Tweet in G1:
[1] nih.gov
[1] twitter.com
[1] medrxiv.org
[1] wikipedia.org

Top Domains in Tweet in G2:
[116] twitter.com
[6] dawn.com
[5] com.pk
[4] history.com
[3] news-medical.net
[3] bmj.com
[3] nytimes.com
[2] pairsonnalites.org
[2] flipa.net
[2] geo.tv

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

Top Domains in Tweet in G5:
[8] amazon.com
[1] archive.org
[1] medicinenet.com
[1] aappublications.org
[1] npr.org
[1] jamanetwork.com
[1] threadreaderapp.com
[1] nih.gov
[1] instagram.com

Top Domains in Tweet in G7:
[5] dawn.com
[4] com.pk
[3] quettavoice.com
[2] gov.pk
[2] urdupoint.com
[1] youtube.com
[1] gatesnot.es
[1] gatesnotes.com
[1] aljazeera.com
[1] twitter.com

Top Domains in Tweet in G8:
[4] npr.org
[1] twitter.com
[1] gov.au

Top Domains in Tweet in G9:
[11] forbes.com
[2] trib.al
[2] twitter.com
[1] smithsonianmag.com
[1] dallasnews.com
[1] theguardian.com
[1] cdc.gov

Top Domains in Tweet in G10:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[98] souchon
[80] polio
[35] covid19
[27] vaccineswork
[18] poliofree
[17] salvini
[17] meloni
[17] vaccines
[14] pakistan
[11] sindh



Top Hashtags in Tweet in G2:
[25] polio
[8] pakistan
[6] vax
[5] smallpox
[5] vaccineswork
[4] covid19
[4] antivaxxers
[3] vaccine
[3] getvaccinatednow
[3] vaccinated

Top Hashtags in Tweet in G3:
[1] misinformation
[1] polio
[1] vaccination

Top Hashtags in Tweet in G4:
[1] antivaxxers

Top Hashtags in Tweet in G6:
[98] souchon

Top Hashtags in Tweet in G7:
[15] poliofree
[14] polio
[11] sindh
[3] endpolio
[2] vaccineswork
[2] salampolioworker
[2] dho
[2] hyderabad
[1] askus
[1] contactus

Top Hashtags in Tweet in G8:
[1] thedrum

Top Hashtags in Tweet in G9:
[1] vaccineswork
[1] vaccinate

Top Words
Top Words in Tweet in Entire Graph:
[7524] polio
[1778] vaccine
[1676] vaccines
[1184] smallpox
[949] covid
[875] people
[793] never
[783] immunity
[755] eradicated
[744] measles

Top Words in Tweet in G1:
[567] polio
[542] mhdksafa
[523] smallpox
[517] eradicated
[514] vaccines
[512] herd
[512] immunity
[511] natural
[510] never
[509] reached

Top Words in Tweet in G2:
[458] polio
[116] vaccine
[76] covid
[71] vaccines
[59] measles
[52] people
[47] vaccinated
[36] vaccination
[31] smallpox
[27] many

Top Words in Tweet in G3:
[333] polio
[285] ledredman
[255] know
[251] child
[248] caught
[246] older
[246] always
[244] little
[243] limped
[242] colleague

Top Words in Tweet in G4:
[266] polio
[222] richard90850020
[218] school
[210] vaccines
[204] kids
[204] calipers
[203] wearing
[203] legs
[202] went
[202] see

Top Words in Tweet in G5:
[329] lied
[215] polio
[175] forrestmaready
[83] smallpox
[82] measles
[63] one
[57] story
[48] wrong
[47] learned
[47] misunderstood

Top Words in Tweet in G6:
[155] vaccination
[101] vaccin
[100] pensezbibi
[99] temps
[99] j'ai
[98] #souchon
[98] parle
[98] santé
[98] défende
[98] pkoi

Top Words in Tweet in G7:
[179] polio
[84] news
[73] eradication
[52] pakistan
[47] pakfightspolio
[46] great
[40] covid
[39] good
[39] progress
[38] larrybrilliant

Top Words in Tweet in G8:
[109] robynbryant33
[85] remember
[81] polio
[77] mum
[76] vaccine
[75] school
[71] 50s
[70] didn
[70] read
[68] anyone

Top Words in Tweet in G9:
[68] polio
[44] lung
[35] vaccines
[31] iron
[23] drericding
[21] vaccine
[18] keep
[16] machines
[16] before
[16] end

Top Words in Tweet in G10:
[113] karena
[113] vaksin
[113] polio
[78] kaga
[74] kalau
[74] mbak
[74] atau
[74] banyak
[74] orang
[74] asing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[741] polio,smallpox
[710] polio,vaccine
[702] herd,immunity
[567] eradicated,vaccines
[554] never,reached
[553] natural,herd
[549] reached,natural
[547] smallpox,never
[547] immunity,eradicated
[528] mhdksafa,polio

Top Word Pairs in Tweet in G1:
[513] polio,smallpox
[512] herd,immunity
[511] natural,herd
[509] smallpox,never
[509] never,reached
[509] reached,natural
[509] immunity,eradicated
[504] eradicated,vaccines
[503] mhdksafa,polio
[13] remember,time

Top Word Pairs in Tweet in G2:
[37] polio,vaccine
[20] polio,measles
[20] small,pox
[14] measles,polio
[14] covid,19
[13] pox,polio
[12] six,months
[12] polio,smallpox
[10] polio,vaccines
[10] measles,mumps

Top Word Pairs in Tweet in G3:
[246] caught,polio
[246] polio,child
[243] limped,caught
[242] colleague,work
[242] work,little
[242] little,bit
[242] bit,older
[242] older,always
[242] always,limped
[242] child,know

Top Word Pairs in Tweet in G4:
[203] legs,polio
[202] went,school
[202] school,kids
[202] kids,wearing
[202] wearing,calipers
[202] calipers,legs
[202] polio,see
[202] see,vaccines
[201] richard90850020,went
[19] sense,empathy

Top Word Pairs in Tweet in G5:
[82] lied,smallpox
[82] smallpox,lied
[82] lied,polio
[82] polio,lied
[82] lied,measles
[82] measles,lied
[81] forrestmaready,lied
[52] polio,story
[47] story,learned
[47] learned,wrong

Top Word Pairs in Tweet in G6:
[98] #souchon,parle
[98] parle,santé
[98] santé,défende
[98] défende,vaccination
[98] vaccination,pkoi
[98] pkoi,mais
[98] mais,argument
[98] argument,mon
[98] mon,temps
[98] temps,j'ai

Top Word Pairs in Tweet in G7:
[72] polio,eradication
[46] great,news
[38] good,news
[38] news,great
[38] news,pakistan
[38] pakistan,progress
[38] progress,polio
[38] eradication,middle
[38] middle,covid
[38] covid,19

Top Word Pairs in Tweet in G8:
[68] anyone,remember
[68] remember,50s
[68] 50s,60s
[68] 60s,brough
[68] brough,note
[68] note,home
[68] home,school
[68] school,vaccine
[68] vaccine,mum
[68] mum,didn

Top Word Pairs in Tweet in G9:
[31] iron,lung
[16] lung,machines
[13] lung,before
[13] before,polio
[13] polio,vaccines
[13] vaccines,iron
[13] machines,mechanical
[13] mechanical,lung
[13] lung,needed
[13] needed,keep

Top Word Pairs in Tweet in G10:
[74] kalau,mbak
[74] mbak,atau
[74] atau,banyak
[74] banyak,orang
[74] orang,asing
[74] asing,dan
[74] dan,ga
[74] ga,paham
[74] paham,sama
[74] sama,gambar

Top Replied-To
Top Replied-To in Entire Graph:
@ledredman
@robynbryant33
@richard90850020
@fjolivet36
@thatericalper
@mhdksafa
@firefly1379
@tedcruz
@gbtully
@lisamarieboothe

Top Replied-To in G1:
@mhdksafa
@sawyervanhorn17
@amatuzon
@bluejed05
@narikelint
@artemisgoog
@friendlywendyb
@omnisophos
@fencoul
@rebekahscanlan

Top Replied-To in G3:
@ledredman
@cathnjrn
@iamtedross
@roddy94272156
@lee_in_iowa
@frankboris1002
@petermbenglish
@lestroischenes

Top Replied-To in G4:
@richard90850020
@aberilious
@rumsey_susan
@susanelkinjourn
@gregclinker
@jacksonheath14

Top Replied-To in G5:
@jondutoit
@darlashine
@wlancsgp
@diamondhandsx
@__4014
@allisondhaynes
@scleroplex
@kirstiewrites
@atypicalpoliome
@govkristinoem

Top Replied-To in G6:
@pensezbibi
@alphanumrique2
@laurence0684

Top Replied-To in G7:
@asad_umar
@pshdept
@jhagra
@hyzaidi
@imrankhanpti
@saud_ansari
@dawn_com
@asadhashim
@larrybrilliant

Top Replied-To in G8:
@robynbryant33
@kon__k
@jennyweedon
@mhdksafa
@daleann1710
@sophiapl11
@billbowtell
@noisynanawarat1
@tony_lee_01
@nicola1charles

Top Replied-To in G9:
@thehill
@drericding
@leadermcconnell
@jgilberthoh
@kylegriffin1
@cleavon_md
@ky_statesman
@stevealldaylong
@gainesm
@gavinnewsom

Top Mentioned
Top Mentioned in Entire Graph:
@mhdksafa
@ledredman
@richard90850020
@forrestmaready
@pensezbibi
@robynbryant33
@ripponista
@parsifaler
@samthenightowl
@handikov

Top Mentioned in G1:
@mhdksafa
@electroboyusa
@cianhogan2
@davidowen22
@nickvwright1
@revbradshaw
@truenorthpoint
@roryhacz
@rebekahscanlan
@hagbarddd

Top Mentioned in G2:
@jimcarlson16
@jerasikehorn
@truthandvalues
@earnyourlife_
@pairsonnalitesn
@btsxari3
@imshaheedullah
@mwhi859716new
@rockytock2
@wqbelle

Top Mentioned in G3:
@ledredman
@timolarch
@petermbenglish
@mhdksafa
@45albannach
@lee_in_iowa
@roddy94272156
@frankboris1002
@isslater
@grymma

Top Mentioned in G4:
@richard90850020
@jaybefaunt
@redpeter99
@ledredman
@mhdksafa
@normaln7
@normanjam671
@izzykamikaze
@gregclinker
@marxuquera

Top Mentioned in G5:
@forrestmaready
@jondutoit
@cernovich
@oslersweb
@mefibromyalgia1
@cyruxime
@ezchili
@exceedhergrasp1
@julierehmeyer
@minadjenkins

Top Mentioned in G6:
@pensezbibi
@francoi92197219

Top Mentioned in G7:
@pakfightspolio
@larrybrilliant
@fslsltn
@pshdept
@jhagra
@billgates
@razadharijo
@imrankhanpti
@sindhhealthdpt
@radiopakistan

Top Mentioned in G8:
@robynbryant33
@alasnich
@mhdksafa
@noisynanawarat1
@joneshowdareyou
@kon__k
@denniallen
@smh
@billbowtell
@peter_fox59

Top Mentioned in G9:
@drericding
@gavinnewsom
@cleavon_md
@nicolearbour
@thehill
@kylegriffin1
@leadermcconnell
@callmesignaura
@nikkifried
@victoriancho

Top Mentioned in G10:
@handikov
@noiire_

Top Tweeters
Top Tweeters in Entire Graph:
@kompascom
@pairsonnalites
@tinamarie_80s
@becaes_
@_redfrog
@cipherequality
@collegemenfess
@caligirlleftie
@pckj3627
@tempodotco

Top Tweeters in G1:
@johnjoechad
@cotey_mary
@briangrnotabot
@janesepmeier
@catherinemginn
@laura78703
@shirleymcbrinn
@littlemore20
@gabe55gabe
@christoclifford

Top Tweeters in G2:
@pairsonnalites
@pairsonnalitesn
@gg3428
@mini_extra
@candelerociego
@quorumcall
@itsthebrandi
@clemstaldim
@pakistaninews
@infosmxit

Top Tweeters in G3:
@roadwarrior29
@tshep42
@marciaj64
@safarisara
@iloveautumn2
@jwahjwah
@lee_in_iowa
@meallyhen
@juliecuninghame
@robinpaulinman

Top Tweeters in G4:
@tartancobweb
@suegray834
@angiebeeb
@parsifel43
@shift_in2_turbo
@willshome
@dorothy90237074
@unspokenbond
@izzykamikaze
@trackntracer

Top Tweeters in G5:
@ex_lefty
@1artniece2
@tex_968
@carrie_kelly17
@cernovich
@samira1577
@mistierain
@donaghgordon
@englshgrl61
@uranian39

Top Tweeters in G6:
@katiaontheearth
@d5343313
@oldchris3
@marmotte96
@anne_morantin
@arcenetac
@ostff
@chantal_colland
@glenatandre
@pbadaboum

Top Tweeters in G7:
@eilonwy24
@radiopakistan
@harryjfriel28
@pakistanimn
@aerogelmaker
@salsikandar
@donaldverger
@dawn_com
@azad_shehri
@meharabbasi2

Top Tweeters in G8:
@3wombats
@angelakorras
@michaelpurvis64
@rodbamberry
@neric16
@bensab3
@jmarrmarr
@joneshowdareyou
@smh
@jenn1964hussey

Top Tweeters in G9:
@thehill
@princessbravato
@pink1963dsw
@urocklive1
@people
@deeenst
@anamilosevic7
@gainesm
@chicadeees
@msmithwriter

Top Tweeters in G10:
@auliaackckck
@akunusam
@larkspuretruby
@lenonghah
@inganggita
@catismylyfe
@lalunemoonlight
@edwinsaputra15
@taula_
@mariaandromeda


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