immunization, Twitter, 5/26/2022 7:20:17 PM, 277115


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immunization_2022-05-26_11-59-29.xlsx
immunization_2022-05-26_11-59-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 26, 2022
Short Description:
immunization via NodeXL https://bit.ly/3sZfwkd
@who
@p_mcculloughmd
@tpostmillennial
@washingtonpost
@boghuma
@willow_st
@picardonhealth
@govcanhealth
@jchilton666
@us_fda

Top hashtags:
#imagine
#monkeypox
#covid19
#ashaworkers
#immunization
#who
#cuba
#vaccine

Description:
Description
The graph represents a network of 7,775 Twitter users whose tweets in the requested range contained "immunization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 26 May 2022 at 19:08 UTC.

The requested start date was Thursday, 26 May 2022 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 7-day, 17-hour, 10-minute period from Wednesday, 18 May 2022 at 06:32 UTC to Wednesday, 25 May 2022 at 23:42 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 : 7775
Unique Edges : 3973
Edges With Duplicates : 12142
Total Edges : 16115
Number of Edge Types : 5
Retweet : 5601
MentionsInRetweet : 6772
Tweet : 1051
Replies to : 566
Mentions : 2125
Self-Loops : 1101
Reciprocated Vertex Pair Ratio : 0.0086442220200182
Reciprocated Edge Ratio : 0.0171402796571944
Connected Components : 1158
Single-Vertex Connected Components : 521
Maximum Vertices in a Connected Component : 3539
Maximum Edges in a Connected Component : 7937
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.123034
Graph Density : 0.000146717105497176
Modularity : 0.551825
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 7,775 Twitter users whose tweets in the requested range contained "immunization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 26 May 2022 at 19:08 UTC.

The requested start date was Thursday, 26 May 2022 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 7-day, 17-hour, 10-minute period from Wednesday, 18 May 2022 at 06:32 UTC to Wednesday, 25 May 2022 at 23:42 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 : immunization
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:
[32] https://www.canada.ca/en/public-health/services/publications/healthy-living/canadian-immunization-guide-part-4-active-vaccines/page-21-smallpox-vaccine.html
[19] https://psbalita.com/pagsasagawa-ng-immunization-sa-13-na-bata-sinigurong-ligtas-ng-rmfb-11-r-psb-sa-davao-city/
[16] https://www.dailymail.co.uk/news/article-10845925/U-S-Army-reports-97-immunization-rate-discharges-669-soldiers-unvaccinated.html?ito=social-twitter_dailymailus
[16] https://www.learning.foundation/immunization-agenda-2030
[13] https://www.reuters.com/world/europe/italian-study-shows-ventilation-can-cut-school-covid-cases-by-82-2022-03-22/
[13] https://www.youtube.com/watch?v=3UTHUhJhE_Q

[13] https://www.learning.foundation/immunization-agenda-2030-fr
[13] https://www.youtube.com/watch?v=cNjIGeulVqk

[13] https://www.canada.ca/en/public-health/services/reports-publications/canada-communicable-disease-report-ccdr/monthly-issue/2021-47/issue-4-april-2021/assessing-canada-public-health-immunization-programs.html
[11] https://www.alberta.ca/vaccines

Top URLs in Tweet in G1:
[3] https://www.who.int/teams/immunization-vaccines-and-biologicals/essential-programme-on-immunization/demand
[3] https://pubmed.ncbi.nlm.nih.gov/17867496/
[2] https://healthjournalism.internews.org/events/unpacking-immunity-a-global-media-dialogue/
[2] https://twitter.com/InternewsHJN/status/1527030652297691138
[2] https://www.canada.ca/en/public-health/services/publications/healthy-living/canadian-immunization-guide-part-4-active-vaccines/page-21-smallpox-vaccine.html
[1] https://twitter.com/who/status/1527258490716184576
[1] https://www.vaccineacceptance.org/home-page/varn2022-conference/
[1] https://twitter.com/WHO/status/1513533830447124480
[1] https://www.cdc.gov/vaccines/parents/schedules/reasons-follow-schedule.html
[1] https://twitter.com/GovCanHealth/status/1528760207559499776

Top URLs in Tweet in G2:
[1] https://beckernews.com/cornell-universitys-strict-covid-mandates-proven-useless-by-new-study-mask-mandates-failed-98-6-of-cases-were-breakthroughs-45071/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5854934/
[1] https://physiciansforinformedconsent.org/join/
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thrombosisresearch.com%2Farticle%2FS0049-3848%2822%2900016-0%2Ffulltext&rc=0

Top URLs in Tweet in G3:
[1] https://twitter.com/the_eastafrican/status/1527235035060903936

Top URLs in Tweet in G4:
[6] https://www.cvs.com/immunizations/covid-19-vaccine
[6] https://www.walgreens.com/findcare/vaccination/covid/19/landing
[4] https://docu.team/store.php
[4] https://trib.al/OxhqNw4
[4] https://www.washingtonpost.com/world/2022/05/24/monkeypox-vaccine-smallpox-cdc-who/
[3] https://www.lexisnexis.com/community/insights/legal/law-books/b/law-books/posts/latest-trends-in-covid-19-vaccines-vaccination-mandates-and-immunization-law-with-ahla?utm_source=twitter&utm_medium=social&utm_campaign=22-344_AHLA+Vax+blog&utm_term=mkt+print&utm_content=social_00pct_KO_content
[3] https://www.lexisnexis.com/community/insights/legal/law-books/b/law-books/posts/latest-trends-in-covid-19-vaccines-vaccination-mandates-and-immunization-law-with-ahla?utm_source=linkedin&utm_medium=social&utm_campaign=22-344_AHLA+Vax+blog&utm_term=mkt+print&utm_content=social_00pct_KO_content
[3] https://americasfrontlinedoctors.org/frontlinenew.s/immunization-expert-unvaccinated-people-are-not-dangerous-vaccinated-people-are-dangerous-for-others/
[3] https://www.plenglish.com/news/2022/05/23/medical-assembly-highlights-cubas-contributions-against-covid-19/
[3] https://somalijobs.com/jobs/mogadishu/11893273418008918/international-consultant---immunization-specialist-(polio)

Top URLs in Tweet in G5:
[12] https://www.reuters.com/world/europe/italian-study-shows-ventilation-can-cut-school-covid-cases-by-82-2022-03-22/
[1] https://twitter.com/matthewherper/status/1527339785739968515
[1] https://www.floridahealth.gov/programs-and-services/immunization/children-and-adolescents/school-immunization-requirements/index.html
[1] https://www.globenewswire.com/news-release/2020/11/12/2125193/0/en/Health-Canada-Extends-Approval-of-IMVAMUNE-to-Immunization-against-Monkeypox-and-Orthopox-Viruses.html

Top URLs in Tweet in G6:
[7] https://durham.ca/immunizationclinics
[7] https://www.toronto.ca/home/covid-19/covid-19-vaccines/covid-19-how-to-get-vaccinated/covid-19-pop-up-immunization-clinics/
[6] and
[4] https://www.toronto.ca/home/covid-19/covid-19-vaccines/covid-19-how-to-get-vaccinated/covid-19-pop-up-immunization-clinics/?accordion=victoria-day-long-weekend-vaccine-clinics
[3] https://caringforkids.cps.ca/handouts/immunization/vaccines-myths-and-facts
[3] https://www.peterboroughpublichealth.ca/your-health/diseases-infections-immunization/avian-influenza/
[3] https://immunize.ca/sites/default/files/Resource
[3] Product
[3] Uploads
[3] (PDFs)/Products

Top URLs in Tweet in G7:
[2] https://medium.com/usaid-2030/putting-people-at-the-center-of-usaid-immunization-programs-5e6c136f69c
[1] https://careers.jsi.com/JSIInternet/Careers/jobdescription.cfm?id=142187&intern=0
[1] https://www.jsi.com/strengthening-routine-immunization-services-in-ethiopia/
[1] https://careers.jsi.com/JSIInternet/Careers/jobdescription.cfm?id=142188&intern=0
[1] https://www.unicef.org/ukraine/media/19976/file/Ukraine
[1] Humanitarian
[1] Situation
[1] Report
[1] No.13,
[1] 17

Top URLs in Tweet in G9:
[1] https://thepostmillennial.com/medical-expert-says-cdc-panel-is-a-kangaroo-court-approves-vaccines-based-on-marketing
[1] https://twitter.com/CTVNews/status/1527658050017968130

Top Domains
Top Domains in Tweet in Entire Graph:
[117] twitter.com
[71] canada.ca
[51] who.int
[43] youtube.com
[30] learning.foundation
[23] co.uk
[22] cdc.gov
[19] psbalita.com
[15] washingtonpost.com
[15] theadvertiser.com

Top Domains in Tweet in G1:
[6] twitter.com
[5] who.int
[3] nih.gov
[2] internews.org
[2] canada.ca
[1] vaccineacceptance.org
[1] cdc.gov
[1] washingtonpost.com
[1] mdpi.com

Top Domains in Tweet in G2:
[1] beckernews.com
[1] nih.gov
[1] physiciansforinformedconsent.org
[1] elsevierhealth.com

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[32] twitter.com
[10] washingtonpost.com
[7] lexisnexis.com
[7] facebook.com
[7] who.int
[6] trib.al
[6] google.com
[6] cdc.gov
[6] cvs.com
[6] walgreens.com

Top Domains in Tweet in G5:
[12] reuters.com
[1] twitter.com
[1] floridahealth.gov
[1] globenewswire.com

Top Domains in Tweet in G6:
[12] toronto.ca
[11] canvax.ca
[8] canada.ca
[7] durham.ca
[6] cps.ca
[4] twitter.com
[4] peterboroughpublichealth.ca
[3] on.ca
[3] zoom.us
[3] immunize.ca

Top Domains in Tweet in G7:
[4] untalent.org
[3] jsi.com
[3] zoom.us
[3] who.int
[3] twitter.com
[2] medium.com
[1] unicef.org
[1] albd.org
[1] unicefusa.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1117] imagine
[482] monkeypox
[226] covid19
[152] ashaworkers
[116] immunization
[101] who
[91] cuba
[76] vaccine
[74] billgates
[63] vaccines



Top Hashtags in Tweet in G1:
[152] ashaworkers
[11] immunization
[9] wha75
[6] vaccineswork
[6] diphtheria
[6] tetanus
[6] pertussis
[5] immunity
[5] ashas
[4] covid19

Top Hashtags in Tweet in G2:
[1] physicians4informedconsent
[1] 1stdonoharm
[1] vaccines
[1] vaccination
[1] informedconsent
[1] science
[1] statistics

Top Hashtags in Tweet in G3:
[1117] imagine
[61] supporthr6600

Top Hashtags in Tweet in G4:
[42] immunization
[25] vaccines
[21] vaccine
[20] health
[20] covid19
[14] vaccination
[13] healthcare
[13] covid
[12] coronavirus
[11] pandemic

Top Hashtags in Tweet in G5:
[375] monkeypox
[1] inequity
[1] vaccine
[1] covidvaccines

Top Hashtags in Tweet in G6:
[62] covid19
[42] victoriaday
[26] covidvaccines
[22] teamtoronto
[19] covid19vaccine
[12] pregnancy
[11] vaccine
[8] icymi
[8] shopandvax
[8] rcdhu

Top Hashtags in Tweet in G7:
[15] covid19
[14] immunization
[10] manipur
[9] vaccines
[7] foreverychild
[6] asha
[6] hlfppt
[6] ukraine
[5] vaccination
[5] lifecourse

Top Words
Top Words in Tweet in Entire Graph:
[5344] immunization
[1833] children
[1422] health
[1191] due
[1174] control
[1160] vaccine
[1142] case
[1139] medicine
[1136] possible
[1119] lack

Top Words in Tweet in G1:
[552] health
[534] maternal
[452] immunization
[437] vaccine
[391] care
[391] children
[382] provide
[381] against
[377] workers
[376] asha

Top Words in Tweet in G2:
[1099] case
[550] monkeypox
[549] p_mcculloughmd
[549] rao
[549] mmwr
[549] dallas
[549] jul
[549] 2021
[549] treated
[549] tecovirimat

Top Words in Tweet in G3:
[1117] possible
[1117] control
[1117] delay
[1117] immunization
[1117] due
[1117] siege
[1117] lack
[1117] medicine
[1117] #imagine
[1117] children

Top Words in Tweet in G4:
[532] immunization
[111] vaccine
[109] covid
[88] 19
[86] health
[68] vaccines
[64] against
[58] vaccination
[57] children
[54] smallpox

Top Words in Tweet in G5:
[435] immunization
[376] outbreaks
[376] many
[376] countries
[375] ironic
[375] #monkeypox
[375] western
[375] see
[374] boghuma
[374] pop

Top Words in Tweet in G6:
[92] immunization
[74] weekend
[71] long
[65] clinics
[65] govcanhealth
[62] #covid19
[56] hosting
[48] vaccine
[45] mrna
[42] #victoriaday

Top Words in Tweet in G7:
[133] immunization
[70] routine
[36] health
[32] unicef
[32] usaid_nishtha
[31] session
[29] child
[27] children
[25] hwc
[24] anc

Top Words in Tweet in G8:
[140] eye
[140] care
[139] rwanda
[139] universal
[138] africafactszone
[138] set
[138] become
[138] world's
[138] first
[138] country

Top Words in Tweet in G9:
[157] immunization
[152] dr
[152] marty
[152] makary
[152] advisory
[152] committee
[152] practices
[152] acip
[152] kangaroo
[152] court

Top Words in Tweet in G10:
[128] anganwadi
[128] centre
[128] focal
[128] point
[128] delivery
[128] basic
[128] health
[128] care
[128] supplementary
[128] nutrition

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1117] possible,control
[1117] control,delay
[1117] delay,immunization
[1117] immunization,due
[1117] due,siege
[1117] siege,lack
[1117] lack,medicine
[1117] medicine,#imagine
[1117] #imagine,children
[593] children,tigray

Top Word Pairs in Tweet in G1:
[383] maternal,care
[383] care,immunization
[382] provide,maternal
[380] immunization,children
[378] children,against
[376] asha,means
[376] means,'hope'
[376] health,workers
[376] workers,provide
[375] against,vaccine

Top Word Pairs in Tweet in G2:
[549] rao,mmwr
[549] mmwr,monkeypox
[549] monkeypox,case
[549] case,dallas
[549] dallas,jul
[549] jul,2021
[549] 2021,treated
[549] treated,tecovirimat
[549] tecovirimat,extensive
[549] extensive,case

Top Word Pairs in Tweet in G3:
[1117] possible,control
[1117] control,delay
[1117] delay,immunization
[1117] immunization,due
[1117] due,siege
[1117] siege,lack
[1117] lack,medicine
[1117] medicine,#imagine
[1117] #imagine,children
[593] children,tigray

Top Word Pairs in Tweet in G4:
[84] covid,19
[30] immunization,records
[21] 19,vaccine
[19] routine,immunization
[19] committee,immunization
[19] immunization,practices
[19] mass,immunization
[18] advisory,committee
[17] gt,gt
[14] 19,immunization

Top Word Pairs in Tweet in G5:
[375] ironic,#monkeypox
[375] #monkeypox,outbreaks
[375] outbreaks,many
[375] many,western
[375] western,countries
[375] countries,see
[375] see,immunization
[374] boghuma,ironic
[374] immunization,pop
[30] national,immunization

Top Word Pairs in Tweet in G6:
[66] long,weekend
[41] #victoriaday,long
[38] highly,effective
[38] effective,preventing
[38] preventing,severe
[38] severe,illness
[37] #covid19,vaccinations
[35] covid,19
[27] pregnancy,complications
[26] answer,true

Top Word Pairs in Tweet in G7:
[61] routine,immunization
[19] immunization,session
[18] child,immunization
[12] hwc,awang
[12] awang,wabagai
[12] health,wellness
[12] wellness,centre
[12] centre,nimarkhedi
[12] session,collection
[12] collection,blood

Top Word Pairs in Tweet in G8:
[140] eye,care
[139] universal,eye
[138] rwanda,set
[138] set,become
[138] become,world's
[138] world's,first
[138] first,country
[138] country,eliminate
[138] eliminate,cervical
[138] cervical,cancer

Top Word Pairs in Tweet in G9:
[152] dr,marty
[152] marty,makary
[152] makary,advisory
[152] advisory,committee
[152] committee,immunization
[152] immunization,practices
[152] practices,acip
[152] acip,kangaroo
[152] kangaroo,court
[151] tpostmillennial,dr

Top Word Pairs in Tweet in G10:
[128] anganwadi,centre
[128] centre,focal
[128] focal,point
[128] point,delivery
[128] delivery,basic
[128] basic,health
[128] health,care
[128] care,supplementary
[128] supplementary,nutrition
[128] nutrition,pre

Top Replied-To
Top Replied-To in Entire Graph:
@bigboobs_milf
@dayoamusa
@siwonchoi
@magoo72810763
@glen_mcgregor
@haileykerrigann
@drericding
@rahulgandhi
@who
@cdcgov

Top Replied-To in G1:
@who
@flantasy__flan
@narendramodi
@kate_l_obrien
@enirenberg

Top Replied-To in G2:
@p_mcculloughmd

Top Replied-To in G5:
@enemyinastate
@vaccines4under5
@vonhonkington
@hibblebee
@x3r0gxx
@smacmillanmd
@drlindadykes

Top Replied-To in G6:
@anon_academic
@anaritaesilva
@senegalboy24
@acdsphinx
@liam13135
@govcanhealth
@therealgavin1

Top Replied-To in G7:
@manojshukul
@who
@usaid_india
@rosemarymburu

Top Replied-To in G8:
@casanova_ayo

Top Replied-To in G9:
@okaysteve

Top Mentioned
Top Mentioned in Entire Graph:
@who
@p_mcculloughmd
@boghuma
@tpostmillennial
@tajindersts
@africafactszone
@brhanlove3
@12_baje
@selamaw02924351
@yemane_birhan

Top Mentioned in G1:
@who
@tajindersts
@kate_l_obrien
@sabinvaccine
@jyduclos
@internewshjn
@govcanhealth
@equitylist
@meaindia
@internews

Top Mentioned in G2:
@p_mcculloughmd
@picphysicians
@kathmlee1
@griercoppins
@owenshroyer
@tpostmillennial

Top Mentioned in G3:
@brhanlove3
@selamaw02924351
@yemane_birhan
@dsiraj8
@wediraya7
@usambun
@powerusaid
@bradsherman
@chriscoons
@senatormenendez

Top Mentioned in G4:
@vaccineflstate
@covid_evidence
@tonyfauci2
@thewechu
@sffaudio
@sixandlaura
@brvathletics
@tanyaarseneault
@nyspha

Top Mentioned in G5:
@boghuma
@downtownrob88
@ethicselizabeth
@leahathome13
@jben8696
@govcanhealth
@enemyinastate
@nonymousteacher
@cathleen28
@x3r0gxx

Top Mentioned in G6:
@govcanhealth
@topublichealth
@torontosmayor
@cpho_canada
@durhamhealth
@immunizedotca
@16pigozzo
@who
@ptbohealth
@thisiscanvax

Top Mentioned in G7:
@usaid_nishtha
@unicef
@unicefindia
@who
@jsihealth
@ranita28433204
@mohfw_india
@uzmakhanashu
@ayushmanhwcs
@usaid_india

Top Mentioned in G8:
@africafactszone
@aesonkoncepts
@realolaudah

Top Mentioned in G9:
@tpostmillennial
@p_mcculloughmd
@melissambarki
@jjcouey
@okaysteve

Top Mentioned in G10:
@12_baje
@cmo_odisha
@surekhabada1

Top Tweeters
Top Tweeters in Entire Graph:
@rashidaldosari
@myfavoritescene
@yuuji_k1
@gambiste1
@andyvermaut
@newsoneplace
@stigmabaseu
@crweworld
@dpiloncita
@dhruvbhim

Top Tweeters in G1:
@dhruvbhim
@monty_chadha
@navroopsingh_
@rajendr76194898
@ksp_libs
@nileshpotbhare
@nikhil_p_b
@gops33
@viralvm69
@irfannkpcc

Top Tweeters in G2:
@docwashburn
@princessofwails
@norejj
@lewtonserena5
@taniahop3
@mariancantwellf
@mpls55418
@dahart66
@ryan102857
@roosterpisces

Top Tweeters in G3:
@gamarraya
@nigsti_tigray
@romhai_h
@kirosawitr
@great_tgray
@kusuweyenti
@ferwinib
@tsrha_kw
@netsigual
@sabaalem6_sabi

Top Tweeters in G4:
@andyvermaut
@newsoneplace
@stigmabaseu
@crweworld
@newsfilterio
@flashalert_me
@stigmabasen
@chronlaw
@frontendla
@new_narrative

Top Tweeters in G5:
@wildwalkerwoman
@dianneathome
@laurahennesse11
@pecunium
@kathy73921688
@gmarie55
@ppiixx
@monasmitte
@kingking3107
@whtabtpineapple

Top Tweeters in G6:
@johangreg
@jmhamiltonblog
@brlanray
@hopealdridge
@ghostcatbce
@forgerat
@saultgirldonna
@susanchubb1
@ottawacitizen
@tboneator64

Top Tweeters in G7:
@khuze_elikhulu
@anas_erindra
@vijayraghavsing
@polishchukvlady
@berlinaffaires
@gosaviptashant
@jpsrivastavabjp
@dzrufus
@bhvollepore
@mohfw_india

Top Tweeters in G8:
@keekee_boy
@needle_of_arya
@realolaudah
@leslie_kkay
@paa_kow__7
@dromodavid
@adwoatwosteps
@machomoja
@_kyriekevin
@bigfredoe

Top Tweeters in G9:
@vhalen67
@__sassafras_
@ravenhawk4
@adeyemoadekunl2
@julios1580
@msmagnolia0913
@y_pendraig
@capcube
@coyne_sheryl
@melissa80074227

Top Tweeters in G10:
@cmo_odisha
@bharatirao13
@jitendrakhila1
@dash66278990
@chittar33041399
@gobaerdhan
@bagh_laxmi
@sunadharkirsan2
@ashishk59983703
@umeshbag13


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