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Immunisation_2022-04-21_13-25-17.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
April 21, 2022
Short Description:
Immunisation via NodeXL https://bit.ly/3OtVze7
@ballouxfrancois
@oxfordvacgroup
@albertoseverin7
@gavi
@real_ggoswami
@_davidlimbrick
@unicef
@ravenxv
@mug_modnar
@markbaric

Top hashtags:
#covid19
#pfizer
#australia
#tigray
#siddipet
#immunisation
#vaccinated

Description:
Description
The graph represents a network of 4,831 Twitter users whose tweets in the requested range contained "Immunisation", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 21 April 2022 at 20:29 UTC.

The requested start date was Thursday, 21 April 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 13-day, 22-hour, 43-minute period from Thursday, 07 April 2022 at 00:30 UTC to Wednesday, 20 April 2022 at 23:13 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 : 4831
Unique Edges : 1868
Edges With Duplicates : 7978
Total Edges : 9846
Number of Edge Types : 5
Retweet : 3307
MentionsInRetweet : 3796
Replies to : 448
Mentions : 1793
Tweet : 502
Self-Loops : 514
Reciprocated Vertex Pair Ratio : 0.0129204265791632
Reciprocated Edge Ratio : 0.0255112370925289
Connected Components : 635
Single-Vertex Connected Components : 229
Maximum Vertices in a Connected Component : 2329
Maximum Edges in a Connected Component : 6030
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 5.797279
Graph Density : 0.000211667830218315
Modularity : 0.496135
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,831 Twitter users whose tweets in the requested range contained "Immunisation", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 21 April 2022 at 20:29 UTC.

The requested start date was Thursday, 21 April 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 13-day, 22-hour, 43-minute period from Thursday, 07 April 2022 at 00:30 UTC to Wednesday, 20 April 2022 at 23:13 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 : Immunisation
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:
[14] https://www.gavi.org/news/media-room/nepal-introduces-typhoid-vaccine-routine-immunisation-across-country
[11] https://www.tvanouvelles.ca/2022/04/15/limmunisation-de-masse-oublions-ca
[10] https://www.theguardian.com/society/2022/apr/09/autism-charity-chief-has-links-to-anti-vaccine-movement
[9] https://www.health.gov.au/committees-and-groups/australian-technical-advisory-group-on-immunisation-atagi
[7] https://www.lshtm.ac.uk/research/centres/vaccine-centre/news/340751/world-immunisation-week-2022-0
[6] https://ilcuk.org.uk/vaccines-and-vacation-webinar/
[5] https://www.hse.ie/eng/health/immunisation/hcpinfo/ukraine/
[5] https://us02web.zoom.us/webinar/register/WN_P3EcBWR7QamV8cXRzeAu8g
[5] https://www.unicef.org/nepal/press-releases/nepal-introduces-typhoid-vaccine-routine-immunisation-across-country
[5] https://ici.radio-canada.ca/nouvelle/1877428/comite-immunisation-quebec-vaccin-anti-covid-arnm-pfizer-moderna-novavax?fromApp=appInfoIos&partageApp=appInfoiOS&accesVia=partage

Top URLs in Tweet in G1:
[1] https://twitter.com/FrChapleau/status/1516033202581917700
[1] https://twitter.com/jonkay/status/1515694626337873923

Top URLs in Tweet in G3:
[9] https://www.gavi.org/news/media-room/nepal-introduces-typhoid-vaccine-routine-immunisation-across-country
[7] https://www.lshtm.ac.uk/research/centres/vaccine-centre/news/340751/world-immunisation-week-2022-0
[5] https://www.unicef.org/nepal/press-releases/nepal-introduces-typhoid-vaccine-routine-immunisation-across-country
[5] https://us02web.zoom.us/webinar/register/WN_P3EcBWR7QamV8cXRzeAu8g
[4] https://www.linkedimmunisation.org/resources/linked-podcast-overcoming-immunisation-workforce-challenges-due-to-covid-19/
[3] https://www.gavi.org/vaccineswork/india-draws-lessons-polio-eradication-initiavtive
[3] https://www.gavi.org/vaccineswork/each-one-teach-one-importance-community-advancing-immunisation-and-tackling-disease
[2] https://www.gavi.org/vaccineswork/vaccine-reaches-nepals-provinces-just-time-typhoid-season
[2] https://us02web.zoom.us/signin
[2] https://twitter.com/LSHTM/status/1514244924526448642

Top URLs in Tweet in G4:
[7] https://www.theguardian.com/society/2022/apr/09/autism-charity-chief-has-links-to-anti-vaccine-movement
[4] https://www.healthandcare.scot/default.asp?page=story&story=3068
[4] https://ici.radio-canada.ca/nouvelle/1877428/comite-immunisation-quebec-vaccin-anti-covid-arnm-pfizer-moderna-novavax?fromApp=appInfoIos&partageApp=appInfoiOS&accesVia=partage
[3] https://thehimalayantimes.com/nepal/nepal-includes-typhoid-vax-into-routine-immunisation
[3] https://www.theguardian.com/society/2022/apr/11/heart-inflammation-after-covid-vaccine-no-more-common-than-after-other-jabs
[3] https://pcwhf.co.uk/pcwhf-events/webinar-lletz-talk-about-hpv/
[2] http://www.myhealth.gov.my/en/immunisation-schedule/
[2] http://www.myhealth.gov.my/en/mmr-mumps-measles-a-rubella/
[2] https://www.nepalnewsfeed.com
[2] https://linkinghub.elsevier.com/retrieve/pii/S0140673621028440

Top URLs in Tweet in G5:
[1] https://twitter.com/FeeRedfern/status/1511623852282896392?s=20&t=K3VF8Q1sYqhxECd4ZR7XiQ
[1] https://www.health.gov.au/health-topics/immunisation/health-professionals/reporting-and-managing-adverse-vaccination-events

Top URLs in Tweet in G6:
[1] https://www.goldcoastbulletin.com.au/breaking-news/victorias-vaccine-economy-likely-to-end-after-covid-peak/news-story/b702442d02430d3d8c382744b33e0e78
[1] https://twitter.com/KobieThatcher/status/1516696416995151875

Top URLs in Tweet in G7:
[1] https://www.nhs.uk/conditions/vaccinations/chickenpox-vaccine/

Top URLs in Tweet in G8:
[1] https://twitter.com/NickT4000/status/1515296453782302721?t=tPNT_vKYOFn6oO0Tj9fMeA&s=19
[1] https://twitter.com/RavenXV/status/1516742732785541121?t=bkVSEfIjnQpJKtryKkDBtQ&s=19
[1] https://www.gov.uk/government/publications/the-complete-routine-immunisation-schedule/the-complete-routine-immunisation-schedule-from-february-2022

Top URLs in Tweet in G10:
[1] https://www.sciencedirect.com/science/article/abs/pii/S1473309922000664
[1] https://www.health.gov.au/committees-and-groups/australian-technical-advisory-group-on-immunisation-atagi
[1] https://www.healthcareitnews.com/news/emea/nhs-england-announces-plans-240m-federated-data-platform
[1] https://www.bbc.co.uk/programmes/m0016f9q

Top Domains
Top Domains in Tweet in Entire Graph:
[62] twitter.com
[40] gov.au
[27] gavi.org
[18] theguardian.com
[13] hse.ie
[13] org.uk
[13] co.uk
[13] nhs.wales
[12] tvanouvelles.ca
[11] zoom.us

Top Domains in Tweet in G1:
[2] twitter.com

Top Domains in Tweet in G3:
[20] gavi.org
[8] zoom.us
[7] ac.uk
[5] unicef.org
[5] twitter.com
[4] linkedimmunisation.org
[1] coalitionagainsttyphoid.org
[1] healtheuropa.com
[1] bmj.com
[1] developmentdiaries.com

Top Domains in Tweet in G4:
[22] twitter.com
[13] theguardian.com
[11] gov.au
[7] radio-canada.ca
[6] nhs.uk
[5] co.uk
[5] nhs.wales
[4] gov.my
[4] tweetedtimes.com
[4] com.au

Top Domains in Tweet in G5:
[1] twitter.com
[1] gov.au

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

Top Domains in Tweet in G7:
[1] nhs.uk

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

Top Domains in Tweet in G10:
[1] sciencedirect.com
[1] gov.au
[1] healthcareitnews.com
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[153] covid19
[111] pfizer
[110] australia
[80] tigray
[65] siddipet
[46] immunisation
[27] vaccinated
[26] vaccine
[25] vaccines
[23] health



Top Hashtags in Tweet in G1:
[1] herdimmunity
[1] novaccinemandates

Top Hashtags in Tweet in G3:
[51] covid19
[27] vaccinated
[10] vaccineswork
[10] worldhealthday
[9] vaccine
[7] takeontyphoid
[7] nepal
[6] typhoid
[5] worldimmunizationweek
[4] malaria

Top Hashtags in Tweet in G4:
[15] immunisation
[13] covid19
[9] vaccine
[8] vaccination
[7] health
[6] covid
[6] healthcare
[6] vaccines
[5] omicron
[5] immunization

Top Hashtags in Tweet in G5:
[106] australia
[106] pfizer
[12] daen
[11] realnotrare
[1] omicron
[1] covid19aus
[1] vaccinesideeffects
[1] politics
[1] not
[1] health

Top Hashtags in Tweet in G6:
[3] australia
[3] pfizer

Top Hashtags in Tweet in G8:
[1] australia
[1] pfizer

Top Hashtags in Tweet in G9:
[80] tigray
[2] allowaccesstotigray
[2] tigraygenocide

Top Hashtags in Tweet in G10:
[1] data
[1] populationhealth
[1] carecoordination
[1] supplychain
[1] rebuildgp
[1] haroldhill
[1] immunisation
[1] vaccine
[1] london
[1] nelft

Top Words
Top Words in Tweet in Entire Graph:
[2809] immunisation
[1088] vaccine
[1045] ballouxfrancois
[723] more
[665] vaccines
[594] drugs
[591] better
[590] countries
[578] peak
[574] rich

Top Words in Tweet in G1:
[1032] ballouxfrancois
[604] immunisation
[586] drugs
[571] peak
[571] vaccine
[569] more
[568] better
[567] rich
[567] countries
[567] northern

Top Words in Tweet in G2:
[398] jens
[398] soltenberg
[398] gavi
[398] global
[398] alliance
[398] vaccines
[398] immunisation
[397] presidente
[397] finanziariamente
[397] sostenuta

Top Words in Tweet in G3:
[162] typhoid
[134] immunisation
[126] vaccine
[123] nepal
[106] gavi
[105] children
[76] conjugate
[75] unicef
[70] programme
[66] vaccines

Top Words in Tweet in G4:
[212] immunisation
[66] covid
[54] vaccine
[42] 19
[40] vaccines
[29] more
[27] vaccination
[26] health
[26] children
[21] national

Top Words in Tweet in G5:
[124] tga
[122] march
[118] 2022
[116] adverse
[107] date
[106] entry
[106] #australia
[106] daen
[106] 28th
[106] medicine

Top Words in Tweet in G6:
[110] immunisation
[104] records
[102] vaccine
[102] _davidlimbrick
[101] federal
[101] being
[101] used
[101] passports
[99] coalition
[99] stopped

Top Words in Tweet in G7:
[15] immunisation
[11] andylumm
[10] shared_facts
[10] kathmarval
[10] adverse
[8] case
[8] laughlandmorgan
[8] skepticsplinter
[8] frugalsues
[8] tierrahenson

Top Words in Tweet in G8:
[29] immunisation
[18] whykeepitup
[13] sars
[13] cov
[13] protocol
[12] people
[11] immunity
[11] initial
[10] vaccine
[10] know

Top Words in Tweet in G9:
[81] education
[80] children
[80] #tigray
[80] denied
[80] right
[80] immunisation
[80] food
[80] adequate
[80] healthcare
[80] over

Top Words in Tweet in G10:
[60] immunisation
[43] azeem_majeed
[38] england
[38] very
[37] qof
[37] practices
[36] indicators
[36] many
[35] proving
[35] difficult

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[581] vaccine,immunisation
[575] peak,vaccine
[575] immunisation,better
[573] rich,countries
[573] countries,northern
[573] northern,hemisphere
[573] hemisphere,peak
[573] better,drugs
[573] drugs,more
[572] ballouxfrancois,rich

Top Word Pairs in Tweet in G1:
[569] peak,vaccine
[569] vaccine,immunisation
[567] rich,countries
[567] countries,northern
[567] northern,hemisphere
[567] hemisphere,peak
[567] immunisation,better
[567] better,drugs
[567] drugs,more
[566] ballouxfrancois,rich

Top Word Pairs in Tweet in G2:
[398] jens,soltenberg
[398] gavi,global
[398] global,alliance
[398] alliance,vaccines
[398] vaccines,immunisation
[397] soltenberg,presidente
[397] presidente,gavi
[397] immunisation,finanziariamente
[397] finanziariamente,sostenuta
[390] qlexpipiens,jens

Top Word Pairs in Tweet in G3:
[72] typhoid,conjugate
[72] conjugate,vaccine
[55] routine,immunisation
[38] nepal,introducing
[35] being,vaccinated
[35] vaccinated,against
[35] first,time
[35] time,unicef
[34] against,typhoid
[33] little,pinch

Top Word Pairs in Tweet in G4:
[38] covid,19
[24] vaccines,immunisation
[14] immunisation,guardian
[12] advisory,group
[12] group,immunisation
[11] technical,advisory
[11] heart,inflammation
[11] inflammation,covid
[11] covid,vaccine
[11] vaccine,more

Top Word Pairs in Tweet in G5:
[106] entry,tga
[106] tga,#australia
[106] #australia,daen
[106] daen,date
[106] date,28th
[106] 28th,march
[106] march,2022
[106] 2022,medicine
[106] medicine,suspected
[106] suspected,#pfizer

Top Word Pairs in Tweet in G6:
[104] immunisation,records
[101] records,being
[101] being,used
[101] vaccine,passports
[99] federal,coalition
[99] coalition,stopped
[99] stopped,immunisation
[99] used,vaccine
[99] passports,chose
[98] _davidlimbrick,federal

Top Word Pairs in Tweet in G7:
[8] laughlandmorgan,skepticsplinter
[8] skepticsplinter,frugalsues
[8] frugalsues,tierrahenson
[8] tierrahenson,justplaying2win
[8] justplaying2win,robertw41590898
[7] adverse,event
[7] event,following
[7] following,immunisation
[7] year,old
[6] robertw41590898,vbalance03

Top Word Pairs in Tweet in G8:
[13] sars,cov
[9] reg,africa
[9] africa,dr
[9] dr,matshidiso
[9] matshidiso,moeti
[9] moeti,07
[9] 07,04
[9] 04,2022
[9] 2022,declare
[9] immunisation,protocol

Top Word Pairs in Tweet in G9:
[80] children,#tigray
[80] #tigray,denied
[80] denied,right
[80] right,education
[80] education,immunisation
[80] immunisation,food
[80] food,adequate
[80] adequate,healthcare
[80] healthcare,over
[78] ellenitesfu,children

Top Word Pairs in Tweet in G10:
[35] immunisation,qof
[35] qof,indicators
[35] indicators,england
[35] england,proving
[35] proving,very
[35] very,difficult
[35] difficult,achieve
[35] achieve,many
[35] many,general
[35] general,practices

Top Replied-To
Top Replied-To in Entire Graph:
@msamandasweet
@ballouxfrancois
@chris_f_carson
@caudigiervalett
@djbigjames
@spyvsspy20
@werone777
@arunimahimawan
@liberalvictoria
@c_a_gustave

Top Replied-To in G1:
@ballouxfrancois
@tah_sci
@sciencefirstok

Top Replied-To in G2:
@alertchannel

Top Replied-To in G3:
@villagereach
@unitedutilities
@immunopaedia
@lshtm_vaccines
@juanapaolabi
@anitazaidi
@ktmtwt
@janeruth_aceng

Top Replied-To in G5:
@benhopkinsaus
@feeredfern
@jikkyleaks
@theboon777
@luanagoriss
@zjustzed

Top Replied-To in G6:
@andrewhiggo
@kobiethatcher
@coatezkiki
@arthurscarfukin
@_davidlimbrick
@sanditoller

Top Replied-To in G7:
@chris_f_carson
@breezergalway
@frankgr90626724
@jimeeliberty
@andylumm
@provaxtexan
@jo_milne
@boonbroaus
@mvslake

Top Replied-To in G8:
@msamandasweet
@werone777
@spyvsspy20
@maddylovespare
@radiofreetom
@adam_boyle_
@rockydm77
@mrbean4freedom
@daloore
@iainmulady

Top Replied-To in G10:
@scottishphil83
@dr_f_khalil
@tracyagreen1
@qofdatabase
@leekurtiss
@jannermaid1
@azeem_majeed
@nelft

Top Mentioned
Top Mentioned in Entire Graph:
@ballouxfrancois
@qlexpipiens
@_davidlimbrick
@real_ggoswami
@gavi
@scottmorrisonmp
@ellenitesfu
@kobiethatcher
@pakfightspolio
@trsharish

Top Mentioned in G1:
@ballouxfrancois
@rhodan_77
@jaycurrie
@annbauerwriter
@esunachimba

Top Mentioned in G2:
@qlexpipiens
@athomicaaquila1

Top Mentioned in G3:
@gavi
@unicef
@unicef_nepal
@lshtm
@anitazaidi
@lshtm_vaccines
@oxfordvacgroup
@mohpnep
@preventtyphoid
@gaviseth

Top Mentioned in G4:
@epicwoman2
@sixandlaura

Top Mentioned in G5:
@real_ggoswami
@thiehz
@ausvstheagenda
@debbiegarratt
@fluoridepoison
@vaccining
@primodofficial
@_davidlimbrick
@ballouxfrancois
@theboon777

Top Mentioned in G6:
@_davidlimbrick
@scottmorrisonmp
@kobiethatcher
@real_ggoswami
@jonbruceharris
@6pacifica
@primodofficial
@ballouxfrancois
@100tomastery

Top Mentioned in G7:
@andylumm
@shared_facts
@kathmarval
@laughlandmorgan
@skepticsplinter
@frugalsues
@tierrahenson
@justplaying2win
@robertw41590898
@doritmi

Top Mentioned in G8:
@whykeepitup
@conkyan
@covidlarry
@factode305
@breezergalway
@oturisk
@iainmulady
@realdannyreddy
@enigma_2626
@krisacronin

Top Mentioned in G9:
@ellenitesfu
@gavi
@educannotwait

Top Mentioned in G10:
@azeem_majeed
@nhsengland
@kieranlincsgp
@bbcpointswest
@dhscgovuk
@rebuildgp
@bonomi_a
@sajidjavid
@bma_gp
@dr_f_khalil

Top Tweeters
Top Tweeters in Entire Graph:
@stigmabaseu
@lizditz
@jjauthor
@john1966olsen
@httweets
@cnbctv18live
@marino29b
@stigmabasen
@jjj5819
@floochowsky

Top Tweeters in G1:
@jjauthor
@maegan_laporte
@garthgodsman
@johnb78
@oude_lap
@fjeb88
@lsw12612672511
@drshahrul80
@davidbelle_
@illinidiva12

Top Tweeters in G2:
@marino29b
@dileguossi
@markorusso69
@spacettf
@a_meluzzi
@bobbio65m
@mamolkcsmamol
@anto_galli4
@testament73
@etherea_etherea

Top Tweeters in G3:
@john1966olsen
@jjj5819
@anas_erindra
@skyebright8
@blueravefinn
@p_staatz
@monitor_ph
@bbcworld
@lkafle
@gran2003

Top Tweeters in G4:
@stigmabaseu
@httweets
@stigmabasen
@strawberryng
@dal0028751
@hindustantimes
@mmnjug
@tian_a1
@miragenewscom
@nepal_news_en

Top Tweeters in G5:
@acuhealtcm
@tyrelle123
@truthseeker6761
@thisisraysblog
@gachemarcos
@byrnes_terence
@iabfe
@troothmonstah
@craigsobey
@wildnmild4u

Top Tweeters in G6:
@ladym3033
@davidmatheson27
@philomathyjen
@danrisky
@couchycraig
@cieloyla
@yarravilleemma
@conserv1951
@otrtd_nd
@placebokarl

Top Tweeters in G7:
@lizditz
@adevotedyogi
@doritmi
@tony__heller
@michaelbranniga
@monstercoyliar
@wjack76995
@mcfunny
@jsaholmes
@breezergalway

Top Tweeters in G8:
@radiofreetom
@ireland2020
@uberfacts
@ravenxv
@conkyan
@wodfan
@iainmulady
@ashtfe
@lizzy_lang7
@judysimpson222

Top Tweeters in G9:
@sntayehuaraya
@nigsti_tigray
@gg_gidey
@kingotdf
@siye33441398
@melitsegu
@meserehiluf
@aynalemberaki
@medhin22
@voiceoftigray22

Top Tweeters in G10:
@lmcjury
@annawatton
@beychain_putlee
@waldron_pj
@jrk47
@dochawking
@jannermaid1
@nhsengland
@darkavenger12a
@johnghughes3