#polio, Twitter, 8/2/2021 3:22:33 AM, 259350


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#polio_2021-08-01_19-33-12.xlsx
#polio_2021-08-01_19-33-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 02, 2021
Short Description:
#polio via NodeXL https://bit.ly/2WLBOZm
@laurie_garrett
@postpolionews
@aseefabz
@cdcgov
@pakfightspolio
@elephunk101
@cleavon_md
@sarajean323
@wycked_yum
@drericding

Top hashtags:
#polio
#covid19
#vaccines
#vaccine
#pakistan
#sabin
#smallpox
#vaccineswork
#measles

Description:
Description
The graph represents a network of 3,057 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 Monday, 02 August 2021 at 02:38 UTC.

The requested start date was Monday, 02 August 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 12-day, 11-hour, 56-minute period from Monday, 19 July 2021 at 00:04 UTC to Saturday, 31 July 2021 at 12:01 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 : 3057
Unique Edges : 1226
Edges With Duplicates : 4769
Total Edges : 5995
Number of Edge Types : 5
Retweet : 2263
MentionsInRetweet : 2655
Tweet : 354
Replies to : 185
Mentions : 538
Self-Loops : 384
Reciprocated Vertex Pair Ratio : 0.00569620253164557
Reciprocated Edge Ratio : 0.0113278791692889
Connected Components : 377
Single-Vertex Connected Components : 186
Maximum Vertices in a Connected Component : 2079
Maximum Edges in a Connected Component : 4405
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.04287
Graph Density : 0.000340177123313244
Modularity : 0.509466
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,057 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 Monday, 02 August 2021 at 02:38 UTC.

The requested start date was Monday, 02 August 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 12-day, 11-hour, 56-minute period from Monday, 19 July 2021 at 00:04 UTC to Saturday, 31 July 2021 at 12:01 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:
[124] https://twitter.com/nowthisnews/status/1419010242013110272
[4] https://www.geo.tv/latest/361973-pakistan-reports-no-new-cases-of-polio-in-first-six-months-of-2021-report
[4] https://twitter.com/DrEricDing/status/1418812448665214976
[3] https://terrywiens.com/2021/07/17/preparing-the-garden-of-privilege/
[3] https://www.dawn.com/news/1637807
[3] https://twitter.com/firefly1379/status/1420685190658134018
[3] https://www.afro.who.int/news/meet-team-who-dr-fiona-braka-team-lead-emergency-operations
[3] https://www.bmj.com/content/374/bmj.n1818
[3] https://www.washingtonpost.com/health/2021/07/24/how-talk-vaccine-hesitant-friends-family-about-getting-shot/
[3] https://twitter.com/Cleavon_MD/status/1418678377133793283

Top URLs in Tweet in G1:
[116] https://twitter.com/nowthisnews/status/1419010242013110272
[1] https://www.palmerreport.com/community/these-loons-are-leaving-us-with-no-choice/40494/
[1] https://pubmed.ncbi.nlm.nih.gov/33587929/#&gid=article-figures&pid=fig-3-uid-3

Top URLs in Tweet in G2:
[3] https://www.dawn.com/news/1637807
[2] https://jang.com.pk/amp/963565
[1] https://twitter.com/AseefaBZ/status/1420959672580952076
[1] https://jang.com.pk/news/963565
[1] https://www.foreignaffairs.com/articles/pakistan/2021-06-21/women-are-key-vaccinating-world
[1] https://www.dawn.com/news/1637497

Top URLs in Tweet in G3:
[3] https://www.geo.tv/latest/361973-pakistan-reports-no-new-cases-of-polio-in-first-six-months-of-2021-report
[2] https://www.gatesnotes.com/Health/An-important-moment-in-the-fight-against-polio
[2] https://reliefweb.int/report/pakistan/polio-week-21-july-2021
[2] https://www.intravacc.nl/news/intravaccs-inactivated-polio-vaccine-out-licensed-to-sinovac-receives-market-authorization-in-china/
[2] https://womensenews.org/2021/07/disability-discrimination-innocent-but-blatant/
[2] https://www.afro.who.int/news/meet-team-who-dr-fiona-braka-team-lead-emergency-operations
[2] https://pakobserver.net/pakistan-reports-no-new-cases-of-polio-virus-in-six-months/
[2] https://twitter.com/WHOPolDirector/status/1415684847008247812
[1] https://www.facebook.com/watch/?v=417252489626964
[1] https://www.khaleejtimes.com/opinion-editorial/lets-embrace-the-challenges-we-face-to-eradicate-polio

Top URLs in Tweet in G4:
[5] https://twitter.com/nowthisnews/status/1419010242013110272
[3] https://twitter.com/Cleavon_MD/status/1418678377133793283
[3] https://twitter.com/DrEricDing/status/1418812448665214976
[2] https://abcnews.go.com/Health/wireStory/polio-cases-now-caused-vaccine-wild-virus-67287290
[2] https://www.bbc.com/news/world-africa-53887947?utm_campaign=meetedgar&utm_medium=social&utm_source=meetedgar.com
[2] https://twitter.com/hwinkler4real/status/1418696936719220744
[2] https://www.theguardian.com/society/2020/may/26/last-iron-lung-paul-alexander-polio-coronavirus
[2] https://epitracesentinelsolutions.com/blogs/news/when-a-new-polio-vaccine-faced-shortages-and-setbacks
[2] https://www.marymcmanus.com
[2] https://redirect.viglink.com?u=https%3A%2F%2Fwww.amazon.com%2FMary-McManus%2Fe%2FB0047OFIQ6%253Fref%3Ddbs_a_mng_rwt_scns_share&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false

Top URLs in Tweet in G5:
[1] https://twitter.com/bill_owen/status/1421071053623898116
[1] https://twitter.com/rameshferris/status/1420880797079425030
[1] http://vaccinated.It
[1] https://www.cnn.com/2021/07/29/politics/mitch-mcconnell-covid-19-ads/index.html
[1] https://ourworldindata.org/polio
[1] https://www.discovermagazine.com/health/the-deadly-polio-epidemic-and-why-it-matters-for-coronavirus
[1] https://twitter.com/nowthisnews/status/1419010242013110272
[1] https://www.msn.com/en-us/news/us/vaccines-conquered-smallpox-and-polio-but-covid-19-looks-like-a-tougher-battle/ar-BB1cA0YY
[1] https://www.rollingstone.com/music/music-news/eric-clapton-not-play-vaccine-shows-1200257/
[1] https://twitter.com/davidmweissman/status/1417120102424662016

Top URLs in Tweet in G6:
[1] https://hekint.org/2021/04/12/the-last-iron-lungs/
[1] https://twitter.com/nowthisnews/status/1419010242013110272

Top URLs in Tweet in G9:
[1] https://www.youtube.com/watch?v=6Nqq1LK9TRI&feature=youtu.be

[1] https://www.youtube.com/watch?v=CN_VNGcTu70&feature=youtu.be

[1] https://www.cnn.com/2021/07/16/politics/biden-facebook-covid-19/index.html?utm_medium=social&utm_source=twCNN&utm_content=2021-07-17T19:20:11
[1] https://twitter.com/sandrablythe14/status/1418367359593721856
[1] https://www.youtube.com/watch?v=Y8qOW2sP97Y&feature=youtu.be

[1] https://www.youtube.com/watch?v=NRWt2MooAeM&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[236] twitter.com
[12] youtube.com
[9] who.int
[7] terrywiens.com
[6] com.pk
[6] polioeradication.org
[5] bmj.com
[5] geo.tv
[5] thelancet.com
[5] washingtonpost.com

Top Domains in Tweet in G1:
[116] twitter.com
[1] palmerreport.com
[1] nih.gov

Top Domains in Tweet in G2:
[4] dawn.com
[3] com.pk
[1] twitter.com
[1] foreignaffairs.com

Top Domains in Tweet in G3:
[5] who.int
[5] twitter.com
[3] sciencedirect.com
[3] reliefweb.int
[3] urdupoint.com
[3] geo.tv
[3] pakobserver.net
[2] polioeradication.org
[2] oup.com
[2] gatesnotes.com

Top Domains in Tweet in G4:
[54] twitter.com
[3] bbc.com
[3] npr.org
[3] nytimes.com
[2] lemonde.fr
[2] youtube.com
[2] facebook.com
[2] geo.tv
[2] go.com
[2] theguardian.com

Top Domains in Tweet in G5:
[4] twitter.com
[1] vaccinated.it
[1] cnn.com
[1] ourworldindata.org
[1] discovermagazine.com
[1] msn.com
[1] rollingstone.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2037] polio
[984] covid19
[896] vaccines
[141] vaccine
[114] pakistan
[85] sabin
[71] smallpox
[57] vaccineswork
[50] measles
[49] vaccination



Top Hashtags in Tweet in G1:
[850] polio
[848] covid19
[847] vaccines
[2] smallpox
[1] loons
[1] unvaccinated
[1] covid
[1] deltavariant
[1] badchoices
[1] freedomlimitations

Top Hashtags in Tweet in G2:
[63] polio
[35] sindh
[5] pakistan
[2] sindhgovt
[1] worldpolioday
[1] covid19
[1] vaccination

Top Hashtags in Tweet in G3:
[204] polio
[72] pakistan
[30] endpolio
[23] covid19
[22] vaccineswork
[20] publichealth
[10] openaccess
[9] uae
[8] globalhealth
[6] gpei

Top Hashtags in Tweet in G4:
[226] polio
[32] covid19
[29] smallpox
[26] vaccine
[19] vaccines
[18] measles
[15] vaccination
[11] covid
[11] vaccineswork
[11] pakistan

Top Hashtags in Tweet in G5:
[43] polio
[8] vaccines
[7] vaccine
[7] covaxin
[6] covid19
[6] covid
[4] vaccineswork
[4] mrna
[3] getvaccinated
[3] measles

Top Hashtags in Tweet in G6:
[85] polio
[82] sabin
[82] vaccine
[3] covid19
[3] vaccines
[1] ironlungs

Top Hashtags in Tweet in G7:
[2] polio
[1] bubonicplague
[1] covidiots
[1] vaccinated
[1] covid
[1] antivaxxdumbasses
[1] sabin
[1] vaccine

Top Hashtags in Tweet in G8:
[39] demokratieunterricht
[3] polio
[2] pocken
[1] ignoranz
[1] impfpflicht
[1] demokratie
[1] justremember
[1] impfenwirkt

Top Hashtags in Tweet in G9:
[20] polio
[5] urticadioica
[5] disinfection
[5] virus
[5] corona
[5] dengue
[5] ebola
[5] zika
[5] hiv
[5] herpes

Top Hashtags in Tweet in G10:
[34] polio
[1] vaccin

Top Words
Top Words in Tweet in Entire Graph:
[2036] #polio
[984] #covid19
[896] #vaccines
[861] fully
[860] agree
[855] laurie_garrett
[666] health
[648] news
[644] efforts
[644] workers

Top Words in Tweet in G1:
[850] #polio
[848] #covid19
[847] fully
[847] agree
[847] #vaccines
[846] laurie_garrett
[2] #smallpox
[2] puts
[2] dead

Top Words in Tweet in G2:
[627] aseefabz
[624] news
[617] efforts
[616] workers
[614] lady
[614] health
[612] alhamdullillah
[612] salute
[611] sustained
[611] resulted

Top Words in Tweet in G3:
[204] #polio
[116] pakfightspolio
[72] #pakistan
[53] polio
[51] dr
[46] eradication
[42] punjab
[40] drive
[38] administered
[38] drops

Top Words in Tweet in G4:
[225] #polio
[55] polio
[38] vaccine
[32] #covid19
[29] #smallpox
[26] #vaccine
[19] #vaccines
[18] #measles
[15] more
[15] #vaccination

Top Words in Tweet in G5:
[43] #polio
[27] cleavon_md
[19] months
[19] bro
[18] affected
[18] adults
[18] late
[18] mother
[18] contracted
[18] six

Top Words in Tweet in G6:
[85] #polio
[82] #sabin
[82] oral
[82] #vaccine
[82] arrived
[82] late
[82] unfortunates
[82] whose
[82] chests
[82] expand

Top Words in Tweet in G7:
[3] thomoneil1
[3] michael_fisher_
[3] kristyshl
[3] ldogls
[3] doug_in_nc
[3] zazzybritches
[3] beltwaymap
[3] sugar1420
[3] gdthor1
[3] regvickers

Top Words in Tweet in G8:
[42] die
[41] punktpreradovic
[41] hbraun
[41] lauterbach
[41] markus_soeder
[41] regsprecher
[39] alle
[39] #demokratieunterricht
[39] geschlafen
[38] michaelpueckler

Top Words in Tweet in G9:
[20] #polio
[6] takes
[6] go
[5] potus
[5] use
[5] burning
[5] hairs
[5] stinging
[5] nettle
[5] #urticadioica

Top Words in Tweet in G10:
[34] avais
[34] arrière
[34] grand
[34] tante
[34] enfant
[34] avait
[34] eu
[34] #polio
[34] vivait
[34] allongée

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[864] #polio,#covid19
[858] agree,#polio
[858] #covid19,#vaccines
[856] fully,agree
[854] laurie_garrett,fully
[616] lady,health
[616] health,workers
[613] alhamdullillah,sustained
[613] sustained,efforts
[613] efforts,resulted

Top Word Pairs in Tweet in G1:
[847] fully,agree
[847] agree,#polio
[847] #polio,#covid19
[847] #covid19,#vaccines
[846] laurie_garrett,fully

Top Word Pairs in Tweet in G2:
[614] lady,health
[614] health,workers
[611] alhamdullillah,sustained
[611] sustained,efforts
[611] efforts,resulted
[611] resulted,phenomenal
[611] phenomenal,news
[611] news,salute
[611] salute,lady
[611] workers,leas

Top Word Pairs in Tweet in G3:
[38] administered,#polio
[38] #polio,drops
[37] drops,muhammad
[37] muhammad,shaheer
[37] shaheer,perfect
[37] perfect,volunteer
[37] volunteer,loves
[37] loves,horses
[37] horses,drive
[37] drive,protect

Top Word Pairs in Tweet in G4:
[11] #polio,#smallpox
[11] #smallpox,#measles
[10] #polio,#vaccine
[9] #polio,vaccine
[9] #whoopingcough,#polio
[8] polio,vaccine
[8] #antivaxxers,quickly
[8] quickly,forget
[8] forget,#vaccines
[8] #vaccines,controlled

Top Word Pairs in Tweet in G5:
[18] cleavon_md,affected
[18] affected,adults
[18] adults,late
[18] late,mother
[18] mother,contracted
[18] contracted,six
[18] six,months
[18] months,old
[18] old,bro
[18] bro,toddler

Top Word Pairs in Tweet in G6:
[82] #sabin,oral
[82] oral,#vaccine
[82] #vaccine,#polio
[82] #polio,arrived
[82] arrived,late
[82] late,unfortunates
[82] unfortunates,whose
[82] whose,chests
[82] chests,expand
[82] expand,inhale

Top Word Pairs in Tweet in G7:
[3] thomoneil1,michael_fisher_
[3] michael_fisher_,kristyshl
[3] kristyshl,ldogls
[3] ldogls,doug_in_nc
[3] doug_in_nc,zazzybritches
[3] zazzybritches,beltwaymap
[3] beltwaymap,sugar1420
[3] sugar1420,gdthor1
[3] gdthor1,regvickers
[2] ronnilaurie,thomoneil1

Top Word Pairs in Tweet in G8:
[41] punktpreradovic,hbraun
[41] hbraun,lauterbach
[41] lauterbach,markus_soeder
[41] markus_soeder,regsprecher
[39] regsprecher,alle
[39] alle,die
[39] die,#demokratieunterricht
[39] #demokratieunterricht,geschlafen
[38] michaelpueckler,punktpreradovic
[2] #pocken,#polio

Top Word Pairs in Tweet in G9:
[5] use,burning
[5] burning,hairs
[5] hairs,stinging
[5] stinging,nettle
[5] nettle,#urticadioica
[5] #urticadioica,innate
[5] innate,immune
[5] immune,response
[5] response,possible
[5] possible,free

Top Word Pairs in Tweet in G10:
[34] avais,arrière
[34] arrière,grand
[34] grand,tante
[34] tante,enfant
[34] enfant,avait
[34] avait,eu
[34] eu,#polio
[34] #polio,vivait
[34] vivait,allongée
[34] allongée,poumon

Top Replied-To
Top Replied-To in Entire Graph:
@aseefabz
@hwinkler4real
@cleavon_md
@potus
@clayprincess043
@tuckercarlson
@julianburnside
@joncoopertweets
@punktpreradovic
@jackie_french_

Top Replied-To in G2:
@aseefabz
@jsblpak

Top Replied-To in G3:
@drskazmi
@mdrechsler
@gatesfoundation

Top Replied-To in G5:
@cleavon_md
@tuckercarlson
@leadermcconnell
@drericding
@nowthisnews
@joncoopertweets
@guy_phish
@kilmeade
@reuters_health
@laurie_garrett

Top Replied-To in G7:
@thomoneil1

Top Replied-To in G8:
@punktpreradovic
@monalis88125391

Top Replied-To in G9:
@potus
@emmanuelmacron
@simongeschke
@nenaofficial
@arora4people
@vp
@conservblue2020
@jessicam6946
@nih

Top Mentioned
Top Mentioned in Entire Graph:
@laurie_garrett
@aseefabz
@pakfightspolio
@hekint
@hbraun
@lauterbach
@markus_soeder
@regsprecher
@punktpreradovic
@michaelpueckler

Top Mentioned in G1:
@laurie_garrett
@palmerreport
@wikipedia

Top Mentioned in G2:
@aseefabz
@lumosnotnox
@razadharijo
@sindhhealthdpt
@azrapechuho
@amjadazardari
@bbhuttozardari
@bakhtawarbz
@jang_akhbar
@eocsindh

Top Mentioned in G3:
@pakfightspolio
@faisalaminkhan
@dr_hamidjafari
@dr_yasminrashid
@dcislamabad
@hamzashafqaat
@who
@unicefpolio
@whopakistan
@fslsltn

Top Mentioned in G4:
@wqbelle
@jimcarlson16
@timbarrus
@theadvocateisin
@simonihay
@asiabiospectrum
@lubowarotary
@allentien
@imshaheedullah
@noelmharris

Top Mentioned in G5:
@cleavon_md
@coalbucketlist
@leadermcconnell
@foxnews
@gop
@cdcgov
@rameshferris
@cnn
@seanhannity
@drericding

Top Mentioned in G6:
@hekint
@laurie_garrett

Top Mentioned in G7:
@michael_fisher_
@kristyshl
@ldogls
@doug_in_nc
@zazzybritches
@beltwaymap
@sugar1420
@gdthor1
@regvickers
@ronnilaurie

Top Mentioned in G8:
@hbraun
@lauterbach
@markus_soeder
@regsprecher
@punktpreradovic
@michaelpueckler

Top Mentioned in G9:
@youtube
@vp
@potus
@j_mei21
@meidastouch
@out5p0ken
@emmanuelmacron
@flotus
@cdc
@naruhito_japan

Top Mentioned in G10:
@isafil

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@kayemenner
@abbtakk
@nblackthorne
@7b73f39b85e1415
@janromes
@airtel_ke
@lehimesa
@stockguy61
@mellowcello1

Top Tweeters in G1:
@scott1984fp
@viralvideovlogs
@jjj5819
@gpwriter
@miss_placed_
@little_vuddy
@meomy1236
@thestephenralph
@squirrel1110
@blubdha

Top Tweeters in G2:
@zeeshan_shah_dc
@a_proudcivilian
@ali_aijazk
@bashirnichari1
@humairiqbal1
@aajeel_dars
@rabnbaloch
@salsikandar
@salmangopi
@usmancomrade

Top Tweeters in G3:
@margymayell
@washingtonpost
@karachikings19s
@ayaz_khan007
@alirazatweets
@nawaiwaqt_
@rldi_lamy
@ptiofficial
@ranaomer
@mdrechsler

Top Tweeters in G4:
@abbtakk
@otiose94
@allentien
@jrehnj
@watchdogsniffer
@rojorurba002
@maqsoodasi
@92newschannel
@kate_eviva
@boiarski

Top Tweeters in G5:
@7b73f39b85e1415
@betterw05759703
@tam_resist
@victory1261
@thr
@zsarrina
@ochreblue
@foxnews
@geoff9cow
@eilonwy24

Top Tweeters in G6:
@lehimesa
@awelab1956
@shirley10090505
@sba1211
@janesepmeier
@kcolaizzo
@laurahennesse11
@inforenique
@longfellowjean
@ruffusmd

Top Tweeters in G7:
@kerirn
@mfrance923
@ronnilaurie
@62walterp
@michael_fisher_
@beansi50
@cunningsq16
@impinkestgirl
@gangstamimi
@bernadettentf

Top Tweeters in G8:
@wahlborn
@littlewisehen
@wiese_r
@tomatinata
@meanthing63
@konradsybille
@swiftpfote
@purschejoachim
@kallper
@netsociology

Top Tweeters in G9:
@davidmweissman
@beaute_du_noir_
@out5p0ken
@angiestone_
@jessicam6946
@doyouevenlif
@jakelobin
@redfireblueice
@morningfog1
@meidastouch

Top Tweeters in G10:
@rousseauagnes
@zehavoc
@isafil
@isabellegurgey
@valerielemaire9
@livredoc
@juliencart
@xavierlaplaze
@eli_ana_ma
@cassubiethierry


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