VaccinesWork, Twitter, 3/7/2022 4:14:33 AM, 272672


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VaccinesWork_2022-03-06_19-19-14.xlsx
VaccinesWork_2022-03-06_19-19-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 07, 2022
Short Description:
VaccinesWork via NodeXL https://bit.ly/3pIQRP8
@jossreimer
@gavi
@randaloulton
@postpolionews
@chimera414
@meganranney
@minsapcuba
@fredfunkfumb
@lizditz
@robertsonki

Top hashtags:
#vaccineswork
#covid19
#vaccinesideeffects
#eeuu
#vaccinessavelives
#vaccineinjuries

Description:
Description
The graph represents a network of 7,025 Twitter users whose tweets in the requested range contained "VaccinesWork", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 07 March 2022 at 03:26 UTC.

The requested start date was Monday, 07 March 2022 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 8-day, 17-hour, 38-minute period from Wednesday, 23 February 2022 at 17:57 UTC to Friday, 04 March 2022 at 11:35 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 : 7025
Unique Edges : 2762
Edges With Duplicates : 12845
Total Edges : 15607
Number of Edge Types : 5
Retweet : 5906
MentionsInRetweet : 6956
Mentions : 1358
Replies to : 339
Tweet : 1048
Self-Loops : 1079
Reciprocated Vertex Pair Ratio : 0.0130555189239087
Reciprocated Edge Ratio : 0.0257745378807602
Connected Components : 703
Single-Vertex Connected Components : 327
Maximum Vertices in a Connected Component : 5184
Maximum Edges in a Connected Component : 12795
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.745442
Graph Density : 0.000155683817151566
Modularity : 0.471644
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,025 Twitter users whose tweets in the requested range contained "VaccinesWork", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 07 March 2022 at 03:26 UTC.

The requested start date was Monday, 07 March 2022 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 8-day, 17-hour, 38-minute period from Wednesday, 23 February 2022 at 17:57 UTC to Friday, 04 March 2022 at 11:35 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 : VaccinesWork
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:
[55] and
[35] https://immunize.ca/sites/default/files/Resource
[35] Product
[35] Uploads
[24] https://www.learning.foundation/immunization-agenda-2030
[20] (PDFs)/Products
[18] https://www.gavi.org/vaccineswork/long-view-deadly-alliance-war-and-pandemic-influenza-1918
[13] https://www.learning.foundation/iwd
[13] https://www.gavi.org/vaccineswork/long-view-100-years-and-counting-mask-wearing-japan
[12] https://dhhr.wv.gov/COVID-19/Pages/Vaccine.aspx

Top URLs in Tweet in G1:
[1] https://www.washingtonpost.com/opinions/2022/02/22/coronavirus-vaccine-misinformation-still-erodes-confidence/?tid=ss_tw

Top URLs in Tweet in G2:
[4] https://www.gavi.org/vaccineswork/nurses-lagos-are-going-against-all-odds-improve-neonatal-and-infant-health-care
[4] https://www.gavi.org/vaccineswork/what-zero-covid-countries-can-teach-rest-world
[4] https://www.gavi.org/vaccineswork/how-cameroon-tamed-yellow-fever
[4] https://www.gavi.org/vaccineswork/necessary-rise-africas-health-tech
[3] https://www.who.int/news-room/feature-stories/detail/manufacturing-safety-and-quality-control
[3] https://www.gavi.org/vaccineswork/vietnam-vaccinates-90-its-population-against-covid-19
[3] https://www.gavi.org/vaccineswork/social-media-helps-boost-vaccine-coverage-kenya
[2] https://www.gavi.org/vaccineswork/could-mrna-vaccines-protect-against-hiv
[2] https://www.gavi.org/vaccineswork/study-shows-scaling-mrna-vaccines-lower-income-countries-affordable-and-could-save
[2] https://www.gavi.org/vaccineswork/pandemic-preparedness-preparing-worst-hoping-best

Top URLs in Tweet in G3:
[3] https://twitter.com/jossreimer/status/1498332370826629125
[2] https://www.youtube.com/watch?v=sv0dQfRRrEQ&feature=youtu.be

[2] https://www.youtube.com/watch?v=hFIMIdB84yg&feature=youtu.be

[2] https://wisestera.com/food-poisoning-symptoms-causes-and-treatment-and-prevention/
[2] https://www.gavi.org/vaccineswork/the-women-who-made-modern-vaccines-work
[2] https://www.vaccines.gov/
[2] https://childrenshealthdefense.org/defender/how-governments-suppressed-effective-covid-treatments/
[2] https://www.pbs.org/kenburns/unum/playlist/innovation?q=benjamin-franklin-inoculation
[1] https://twitter.com/nathaliejacoby1/status/1496510477211422723
[1] https://twitter.com/bobzombie15/status/1496347342517194755

Top URLs in Tweet in G4:
[1] https://www.cnbc.com/2022/01/13/why-cubas-extraordinary-covid-vaccine-success-could-provide-the-best-hope-for-the-global-south.html?__source=sharebar|twitter&par=sharebar
[1] https://www.nbcnews.com/news/latino/cuba-children-2-are-vaccinated-covid-19-rcna18147
[1] https://twitter.com/FinlayInstituto/status/1498772013401399302

Top URLs in Tweet in G6:
[1] https://twitter.com/unicefdjibouti/status/1499018673033564163
[1] https://www.endpolio.com.pk/faqs/
[1] https://twitter.com/pakfightspolio/status/1498191519290990594

Top URLs in Tweet in G7:
[2] https://www.gavi.org/vaccineswork/long-view-100-years-and-counting-mask-wearing-japan
[1] https://twitter.com/LongCovidSOS/status/1499363406121521159
[1] https://twitter.com/MatthewNewell67/status/1499560283597156365
[1] https://www.gavi.org/vaccineswork/there-are-four-types-covid-19-vaccines-heres-how-they-work
[1] https://coronavirus.health.ny.gov/covid-19-breakthrough-data

Top URLs in Tweet in G8:
[1] https://twitter.com/MichaelPSenger/status/1499525335762620416

Top URLs in Tweet in G9:
[1] https://twitter.com/thedailybeast/status/1498802449380954117
[1] https://twitter.com/longtimeamy/status/1497010663629410304

Top URLs in Tweet in G10:
[1] https://phmpt.org/wp-content/uploads/2021/11/5.3.6-postmarketing-experience.pdf
[1] https://www.openvaers.com/index.php

Top Domains
Top Domains in Tweet in Entire Graph:
[309] twitter.com
[137] gavi.org
[58] learning.foundation
[48] youtube.com
[40] immunize.ca
[18] skepticalraptor.com
[13] vaccinestoday.eu
[12] wv.gov
[10] who.int
[9] williamquincybelle.com

Top Domains in Tweet in G1:
[1] washingtonpost.com

Top Domains in Tweet in G2:
[53] gavi.org
[11] twitter.com
[5] who.int
[3] unicef.org
[3] mdpi.com
[2] mediccreview.org
[2] org.cn
[2] reliefweb.int
[1] reuters.com
[1] springer.com

Top Domains in Tweet in G3:
[112] twitter.com
[10] gavi.org
[7] youtube.com
[4] google.com
[4] cdc.gov
[3] co.uk
[3] ctvnews.ca
[3] childrenshealthdefense.org
[2] vox.com
[2] nytimes.com

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

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

Top Domains in Tweet in G7:
[3] gavi.org
[2] twitter.com
[1] ny.gov

Top Domains in Tweet in G8:
[1] twitter.com

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

Top Domains in Tweet in G10:
[1] phmpt.org
[1] openvaers.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2374] vaccineswork
[630] covid19
[394] vaccinesideeffects
[273] eeuu
[160] vaccinessavelives
[156] vaccineinjuries
[156] polio
[136] endpolio
[130] vaccine
[130] vaccines



Top Hashtags in Tweet in G1:
[55] covid19vaccines
[8] vaccineswork
[2] getvaccinatedandboosted
[1] scienceupfirst

Top Hashtags in Tweet in G2:
[209] vaccineswork
[110] covid19
[91] polio
[48] endpolio
[37] covid19vaccine
[26] vaccination
[23] vcch
[22] getvaccinated
[19] publichealth
[19] ippi_2022

Top Hashtags in Tweet in G3:
[362] vaccineswork
[82] covid19
[39] vaccinessavelives
[39] vaccinesideeffects
[37] vaccines
[31] covid
[26] vaccine
[21] vaccination
[21] poliofree
[18] covid_19

Top Hashtags in Tweet in G4:
[273] eeuu
[8] vaccineswork
[7] cuba
[5] covid19
[4] soberana02
[1] maskswork
[1] cubaviva
[1] cubavive
[1] cubaporlasalud
[1] cubasalvavidas

Top Hashtags in Tweet in G5:
[1] covid19
[1] vaccineswork

Top Hashtags in Tweet in G6:
[57] vaccineswork
[37] endpolio
[22] day3
[19] 1daytogo
[19] day1
[18] 3daystogo
[16] 2daystogo
[15] poliofree
[15] nid
[15] day2

Top Hashtags in Tweet in G7:
[29] vaccineswork
[13] covid19
[12] thisisourshot
[6] vaccinessavelives
[2] maskswork
[2] covidiots
[1] longcovid
[1] longcovidkids
[1] sackflsurgeongeneral
[1] covid19usa

Top Hashtags in Tweet in G8:
[4] vaccineswork
[1] vaccinesideeffects
[1] vaccines

Top Hashtags in Tweet in G9:
[113] fresh
[113] wtpblue
[113] onev1
[9] vaccineswork
[4] vaccinessavelives
[1] getvaxxed
[1] rejectfascism
[1] voteblue
[1] ny19

Top Hashtags in Tweet in G10:
[113] vaccinesideeffects
[7] vaccineswork
[2] vaccinepassports
[2] vaccinemandate
[1] vaccinessavelives

Top Words
Top Words in Tweet in Entire Graph:
[2394] jossreimer
[2366] #vaccineswork
[2355] twitter
[2344] anyone
[2341] bots
[2340] massive
[2340] russia
[2337] antivaxx
[2335] noticed
[2335] sudden

Top Words in Tweet in G1:
[2366] jossreimer
[2309] russia
[2308] anyone
[2308] noticed
[2308] sudden
[2308] absence
[2308] antivaxx
[2308] bots
[2308] twitter
[2308] restricted

Top Words in Tweet in G2:
[209] #vaccineswork
[158] vaccines
[110] #covid19
[100] gavi
[95] polio
[91] #polio
[79] vaccine
[76] children
[69] health
[68] unicef

Top Words in Tweet in G3:
[362] #vaccineswork
[82] #covid19
[59] covid
[49] vaccines
[47] vaccine
[39] #vaccinessavelives
[39] #vaccinesideeffects
[37] more
[37] #vaccines
[31] #covid

Top Words in Tweet in G4:
[282] nbcnews
[278] finlayinstituto
[273] dr
[273] vicente
[273] vérez
[273] resaltó
[273] cadena
[273] #eeuu
[273] cuba
[273] única

Top Words in Tweet in G5:
[181] vaccines
[181] cases
[180] effect
[180] despite
[180] having
[180] identical
[180] population
[180] size
[180] daily
[180] massachusetts

Top Words in Tweet in G6:
[540] pakfightspolio
[310] polio
[274] پولیو
[256] campaign
[242] national
[200] immunisation
[184] سے
[175] children
[141] کے
[138] million

Top Words in Tweet in G7:
[29] #vaccineswork
[16] vaccines
[13] #covid19
[12] continue
[12] hold
[12] against
[12] severe
[12] disease
[12] ny
[12] #thisisourshot

Top Words in Tweet in G8:
[141] days
[139] nsw
[139] deaths
[138] last
[138] covid
[138] effective
[136] aka_spk_
[136] people
[135] 52
[135] died

Top Words in Tweet in G9:
[115] longtimeamy
[114] polio
[113] #fresh
[113] #wtpblue
[113] #onev1
[113] today
[113] history
[113] 1954
[113] first
[113] mass

Top Words in Tweet in G10:
[119] effects
[114] side
[113] #vaccinesideeffects
[112] happybiggrin
[111] nothing
[111] see
[111] folks
[111] means
[111] working
[110] #vaccinepassp

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2335] anyone,noticed
[2335] noticed,sudden
[2335] sudden,absence
[2335] absence,antivaxx
[2335] antivaxx,bots
[2335] bots,twitter
[2335] twitter,restricted
[2335] restricted,russia
[2335] russia,massive
[2334] jossreimer,anyone

Top Word Pairs in Tweet in G1:
[2308] anyone,noticed
[2308] noticed,sudden
[2308] sudden,absence
[2308] absence,antivaxx
[2308] antivaxx,bots
[2308] bots,twitter
[2308] twitter,restricted
[2308] restricted,russia
[2308] russia,massive
[2307] jossreimer,anyone

Top Word Pairs in Tweet in G2:
[37] contre,#polio
[36] #vaccineswork,safety
[36] safety,net
[36] net,immune
[36] immune,system
[36] system,taking
[36] taking,#covid19vaccine
[36] #covid19vaccine,important
[36] important,step
[35] covid,19

Top Word Pairs in Tweet in G3:
[23] covid,19
[21] #vaccineswork,#vaccinessavelives
[18] #vaccines,#vaccineswork
[15] #covid19,#vaccineswork
[14] #vaccinesideeffects,#vaccineswork
[14] #vaccine,#vaccineswork
[8] learn,more
[8] #vaccineswork,#vaccines
[8] #endpolio,#polionafidiékh
[8] #polionafidiékh,#vaccineswork

Top Word Pairs in Tweet in G4:
[273] dr,vicente
[273] vicente,vérez
[273] vérez,resaltó
[273] resaltó,cadena
[273] cadena,#eeuu
[273] #eeuu,nbcnews
[273] nbcnews,cuba
[273] cuba,única
[273] única,nación
[273] nación,mundo

Top Word Pairs in Tweet in G5:
[180] effect,vaccines
[180] vaccines,despite
[180] despite,having
[180] having,identical
[180] identical,population
[180] population,size
[180] size,daily
[180] daily,cases
[180] cases,massachusetts
[180] massachusetts,far

Top Word Pairs in Tweet in G6:
[199] national,immunisation
[188] immunisation,campaign
[135] million,children
[116] pakfightspolio,national
[91] پولیو,سے
[82] against,polio
[81] vaccinated,against
[80] children,vaccinated
[75] سے,بچاؤ
[75] بچاؤ,کے

Top Word Pairs in Tweet in G7:
[12] vaccines,continue
[12] continue,hold
[12] hold,against
[12] against,severe
[12] severe,disease
[12] disease,ny
[12] ny,#covid19
[12] #covid19,#vaccineswork
[12] #vaccineswork,#thisisourshot
[12] #thisisourshot,source

Top Word Pairs in Tweet in G8:
[138] last,days
[135] days,52
[135] 52,people
[135] people,died
[135] died,covid
[135] covid,nsw
[135] nsw,19
[135] 19,23
[135] 23,none
[135] none,37

Top Word Pairs in Tweet in G9:
[113] #fresh,#wtpblue
[113] #wtpblue,#onev1
[113] #onev1,today
[113] today,history
[113] history,1954
[113] 1954,first
[113] first,mass
[113] mass,inoculation
[113] inoculation,children
[113] children,against

Top Word Pairs in Tweet in G10:
[114] side,effects
[111] nothing,see
[111] see,folks
[111] folks,side
[111] effects,means
[111] means,working
[111] working,#vaccinesideeffects
[110] happybiggrin,nothing
[110] #vaccinesideeffects,#vaccinepassp
[5] injections,far

Top Replied-To
Top Replied-To in Entire Graph:
@revmeshoe
@rogermarshallmd
@alfrede84
@nathaliejacoby1
@tobyandamie
@mlive
@jossreimer
@shotatlife
@imgrund
@trspartyonline

Top Replied-To in G1:
@jossreimer

Top Replied-To in G2:
@who
@bpathakbhanu
@unicefgambia
@gujhfwdept

Top Replied-To in G4:
@nbcnews
@finlayinstituto

Top Replied-To in G6:
@asifch_muhammad

Top Replied-To in G7:
@evandonovan
@nige_110
@dimps84
@shufchgr_ggsyvk
@earthdriver
@sabresf45653245
@zekefromberea
@butterednoodie
@heartattackvax
@f250roush

Top Replied-To in G9:
@longtimeamy

Top Mentioned
Top Mentioned in Entire Graph:
@jossreimer
@pakfightspolio
@nbcnews
@finlayinstituto
@gbosslet
@aka_spk_
@longtimeamy
@happybiggrin
@gavi
@fredfunkfumb

Top Mentioned in G1:
@jossreimer
@larsoncl
@1staidfornurses

Top Mentioned in G2:
@gavi
@yednetworkke
@unicef
@malawiunicef
@who
@mohfw_india
@moh_kenya
@oms_senegal
@unicefghana
@amref_kenya

Top Mentioned in G3:
@_tomfreda
@lolsantiago651
@noreenkhushi
@karenmoscato

Top Mentioned in G4:
@nbcnews
@finlayinstituto
@biocubafarma
@diazcanelb
@dagmargarciacub
@japortalmiranda
@drrobertomojeda
@edmartbcf
@go91fenix
@jorgeluis

Top Mentioned in G5:
@gbosslet
@jossreimer

Top Mentioned in G6:
@pakfightspolio
@nationalparty_
@drmalikbalochnp
@yousaf1788
@muradalishahppp
@azrapechuho
@chiefsecretary
@eocbalochistan
@cs_punjab
@whopakistan

Top Mentioned in G7:
@drnicolec
@wfla
@lukes_a_star
@mcfunny
@doritmi
@skepticalmutant
@monstercoyliar
@lewbloch
@erictopol
@plhartungrn

Top Mentioned in G8:
@aka_spk_
@danielandrewsmp

Top Mentioned in G9:
@longtimeamy
@zigster01
@tcrg2012
@indivisible19ny
@trishinpa2
@jossreimer

Top Mentioned in G10:
@happybiggrin
@woofonthehoof
@lowfreqfilms

Top Tweeters
Top Tweeters in Entire Graph:
@rk70534
@mr_stixx
@lizditz
@httweets
@sandradunn1955
@jfsebastian146
@monty_chadha
@joannecangal
@88lamaga
@katcapps

Top Tweeters in G1:
@sandradunn1955
@monty_chadha
@joannecangal
@katcapps
@jjj5819
@paulstewartii
@ansisegle
@ken_crichlow
@adekleine
@ksp_libs

Top Tweeters in G2:
@httweets
@paulpaul49
@dailypostngr
@magarya
@conjja
@starcolombo
@gran2003
@thoughtpillow
@bagaluesunab
@afronola

Top Tweeters in G3:
@88lamaga
@cancercurenow
@theflowernurse
@kathevans2
@coachdefitness
@kathybuckworth
@xavierabadmdg
@metarantz
@sorchafcasey
@cundurraga

Top Tweeters in G4:
@carloso28859673
@alelross198
@nbcnews
@sturtsilva
@yanetro50139443
@chamo_arias
@alfonsoramrezl2
@amandaasubiar
@cipicuba
@sophiashouse

Top Tweeters in G5:
@dianeeugenio
@beth4158
@pfaffsc
@kenwarnock
@mdaware
@dakablink
@wordsleadmeon
@tio_stephen
@rnelson0
@dahlingitsme

Top Tweeters in G6:
@ranaomer
@mohammad_kam786
@tanwiraalam
@sraza381
@azad_shehri
@razarumi
@partageleen
@arsalanh_khan
@jawadhaider
@tuahasohail

Top Tweeters in G7:
@brontyman
@doritmi
@scepticalaussie
@wfla
@monstercoyliar
@kath2cats
@mcfunny
@chimera414
@frankdelia7
@godzillo_

Top Tweeters in G8:
@tyrelle123
@thisisraysblog
@troothmonstah
@happypanda826
@csigmashow
@merusfelix
@tim_hidden
@maximum_q
@phandwright
@kattrejones

Top Tweeters in G9:
@beverlyfolkers
@allentien
@areck0001
@ancientbob
@sherrysmolders
@rojorurba002
@equi_noctis
@amandanonumbers
@chirprn
@resistersis20

Top Tweeters in G10:
@ladym3033
@griffinjesdes
@swhotmess
@happybiggrin
@thebluevi
@redsreporter
@mandystake
@happykat9
@ffsgiovinco
@woofonthehoof


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