immunization, Twitter, 11/24/2022 8:12:35 PM, 284900


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immunization_2022-11-24_11-59-29.xlsx
immunization_2022-11-24_11-59-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 24, 2022
Short Description:
immunization via NodeXL https://bit.ly/3VkZxcp
@who
@unicef
@dr_srathod
@markusoff
@minofhealthug
@vera_tenacious
@medicaidcfp
@cdcgov
@nphcdang
@whouganda

Top hashtags:
#vaccineswork
#diedsuddenlydocumentary
#diedsuddenly
#immunization
#covid19
#flu
#cervicalcancer

Description:
Description
The graph represents a network of 4,365 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, 24 November 2022 at 20:05 UTC.

The requested start date was Thursday, 24 November 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 7-day, 8-hour, 40-minute period from Wednesday, 16 November 2022 at 01:40 UTC to Wednesday, 23 November 2022 at 10:21 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 : 4365
Unique Edges : 2694
Edges With Duplicates : 5365
Total Edges : 8059
Number of Edge Types : 5
Retweet : 2285
MentionsInRetweet : 3074
Mentions : 1292
Replies to : 523
Tweet : 885
Self-Loops : 902
Reciprocated Vertex Pair Ratio : 0.0164313816246239
Reciprocated Edge Ratio : 0.0323315118397086
Connected Components : 951
Single-Vertex Connected Components : 413
Maximum Vertices in a Connected Component : 613
Maximum Edges in a Connected Component : 1533
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.837953
Graph Density : 0.000230564978691638
Modularity : 0.569448
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,365 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, 24 November 2022 at 20:05 UTC.

The requested start date was Thursday, 24 November 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 7-day, 8-hour, 40-minute period from Wednesday, 16 November 2022 at 01:40 UTC to Wednesday, 23 November 2022 at 10:21 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:
[10] https://jamanetwork.com/journals/jama/fullarticle/2794753
[9] https://www.cdph.ca.gov/fightflu
[9] https://www.who.int/teams/immunization-vaccines-and-biologicals/strategies/ia2030
[8] https://jaypeebrothers.com/pgDetails.aspx?cat=s&book_id=9789354656491
[7] https://www.interiorhealth.ca/health-and-wellness/disease-outbreaks/covid-19/immunization-clinics
[7] https://twitter.com/search?q=%23COVID19WORLD&f=live
[7] https://www.documentcloud.org/documents/23180971-senator-rand-paul-letter-to-cdc-on-weber-shandwick
[7] https://www.pfizer.com/news/press-release/press-release-detail/pfizer-announces-positive-top-line-data-phase-3-global
[6] https://www.northernhealth.ca/health-topics/covid-19-immunization-clinics
[6] and

Top URLs in Tweet in G1:
[6] https://www.pfizer.com/news/press-release/press-release-detail/pfizer-announces-positive-top-line-data-phase-3-global
[5] https://www.documentcloud.org/documents/23180971-senator-rand-paul-letter-to-cdc-on-weber-shandwick
[4] https://tribune.net.ph/2022/11/23/138000-infants-inoculated/
[3] https://dailynewsreporters.com/anambra-state-government-to-introduce-rotavirus-vaccine-into-routine-immunization/
[3] https://www.who.int/teams/immunization-vaccines-and-biologicals/strategies/ia2030
[3] https://twitter.com/ednatjie_/status/1594593451663925250
[3] https://app.qid.io/peterlin
[3] https://app.therounds.com/peterlin
[2] https://www.youtube.com/watch?v=EYkyC6qoNgI&feature=youtu.be

[2] https://twitter.com/aaronhoyland/status/1592920555724079105

Top URLs in Tweet in G2:
[7] https://jaypeebrothers.com/pgDetails.aspx?cat=s&book_id=9789354656491
[3] https://www.unicef.org/indonesia/stories/maduras-historic-breakthrough-brings-hope-children?utm_source=twitter&utm_medium=organic-en&utm_campaign=routine-immunizations-general
[2] https://immunizationeconomics.org/news-submission
[1] https://www.usaid.gov/global-health/health-areas/maternal-and-child-health/technical-areas/immunization
[1] https://twitter.com/PostLive/status/1593314655803424769
[1] https://openwho.org/courses/inequality-monitoring-immunization
[1] https://river-eu.org/river-eu-webinar-improving-immunization-equity/
[1] https://twitter.com/rivereuproject/status/1591419396647436290
[1] https://twitter.com/tumutungire/status/1592555048407814145
[1] https://www.communitysystemsfoundation.org/stories/unicef-launches-immunization-costing-app

Top URLs in Tweet in G3:
[2] https://twitter.com/ashishdr2/status/1592897712571441154
[2] https://bit.ly/3tryr6T
[1] https://www.firstpost.com/opinion-news-expert-views-news-analysis-firstpost-viewpoint/covid-19-vaccinations-indias-efforts-to-immunise-visually-impaired-people-11484821.html
[1] https://twitter.com/avatans/status/1595034023839109121?s=20&t=nWr17ru0vvmTOybwXok5iA
[1] https://twitter.com/apoorva_nyc/status/1595085372224151556
[1] https://apps.who.int/iris/handle/10665/364527
[1] https://apps.who.int/iris/handle/10665/364529
[1] https://apps.who.int/iris/handle/10665/364528
[1] https://www.youtube.com/watch?v=i5Dh_0kZFA0&feature=youtu.be

[1] https://twitter.com/nhm_up/status/1593564984948031488

Top URLs in Tweet in G4:
[10] https://jamanetwork.com/journals/jama/fullarticle/2794753
[1] https://twitter.com/thereal_truther/status/1586431003312107522?s=20&t=kI9eN5z2Zph-kU4G5jPRiQ

Top URLs in Tweet in G6:
[1] https://www.hhs.gov/immunization/basics/types/index.html

Top URLs in Tweet in G7:
[3] https://www.cdc.gov/vaccines/imz-managers/coverage/covidvaxview/interactive/adults.html
[1] https://twitter.com/FinchTH/status/1595074930865061892

Top URLs in Tweet in G9:
[5] http://ws-jp.co.jp/2020/12/05/coronavirus-20-vaccines-us-130-massachusetts-4-newyork-5-pharmaceutical-corporations-moderna-pfizer-biontech/
[3] https://www.cdc.gov/vaccines/acip/members/index.html
[1] https://www.hhs.gov/immunization/basics/work/index.html#:~:text=Vaccines%20are%20very%20effective%20%E2%80%94%20and,(protection)%20against%20the%20disease
[1] https://www.regulations.gov/commenton/CDC-2022-0111-0001
[1] https://www.uvpediatrics.com/health-topics/immunization-sched/
[1] https://react19.org/kids
[1] https://reports.statnews.com/products/future-of-mrna

Top URLs in Tweet in G10:
[7] https://www.interiorhealth.ca/health-and-wellness/disease-outbreaks/covid-19/immunization-clinics
[6] https://www.northernhealth.ca/health-topics/covid-19-immunization-clinics
[1] https://immunizebc.ca/ask-us/questions/will-influenza-nasal-spray-be-available-kids-year
[1] https://data.unicef.org/topic/child-health/immunization/
[1] https://www.interiorhealth.ca/health-and-wellness/immunization-and-vaccines/influenza-flu-vaccines?fbclid=IwAR13RCsHPe2qc8y9budCT8rpYayp_Ur5nmkgrF-6ty-AVknJE6drNb1gBpo

Top Domains
Top Domains in Tweet in Entire Graph:
[96] twitter.com
[33] who.int
[33] amazon.com
[30] cdc.gov
[17] ca.gov
[16] nih.gov
[16] youtube.com
[15] blogspot.com
[13] toronto.ca
[11] jamanetwork.com

Top Domains in Tweet in G1:
[37] twitter.com
[33] amazon.com
[9] who.int
[8] documentsdelivered.com
[7] cdc.gov
[7] blogspot.com
[6] pfizer.com
[5] documentcloud.org
[4] youtube.com
[4] globaldiasporanews.com

Top Domains in Tweet in G2:
[7] jaypeebrothers.com
[4] unicef.org
[4] immunizationeconomics.org
[4] untalent.org
[3] twitter.com
[3] who.int
[1] usaid.gov
[1] openwho.org
[1] river-eu.org
[1] communitysystemsfoundation.org

Top Domains in Tweet in G3:
[6] twitter.com
[4] bit.ly
[3] who.int
[3] project-syndicate.org
[1] firstpost.com
[1] youtube.com

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

Top Domains in Tweet in G6:
[1] hhs.gov

Top Domains in Tweet in G7:
[3] cdc.gov
[1] twitter.com

Top Domains in Tweet in G9:
[5] co.jp
[3] cdc.gov
[1] hhs.gov
[1] regulations.gov
[1] uvpediatrics.com
[1] react19.org
[1] statnews.com

Top Domains in Tweet in G10:
[8] interiorhealth.ca
[6] northernhealth.ca
[1] immunizebc.ca
[1] unicef.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[201] vaccineswork
[133] diedsuddenlydocumentary
[133] diedsuddenly
[125] immunization
[90] covid19
[72] flu
[60] cervicalcancer
[37] hpv
[36] nvintroductionug
[33] vaccine



Top Hashtags in Tweet in G1:
[26] immunization
[18] communityradio
[18] youngindia
[18] iycf
[9] covid19
[9] healthcare
[7] vaccine
[5] vaccination
[4] polio
[4] vaccines

Top Hashtags in Tweet in G2:
[42] vaccineswork
[35] nvintroductionug
[8] covid
[7] immunization
[7] vaccinework
[7] vaccinated
[5] worldantimicrobialawarenessweek
[4] worldchildrensday
[4] vaccinessavelives
[4] vaccinations

Top Hashtags in Tweet in G3:
[21] immunization
[14] gorakhpur
[9] quality
[6] vaccineswork
[6] vaccination
[5] rsv
[4] fullyimmunizeeverychild
[4] covid19
[4] communityradio4change
[4] communityradio

Top Hashtags in Tweet in G4:
[132] diedsuddenlydocumentary
[132] diedsuddenly
[132] vaccineswork

Top Hashtags in Tweet in G7:
[1] bcpoli
[1] publichealth
[1] immunization

Top Hashtags in Tweet in G10:
[10] quesnel
[7] fraserlake
[5] hudsonshope
[5] invermere
[5] cityofpg
[5] cranbrookbc
[5] fortnelson
[5] ashcroftbc
[4] fernie
[4] penticton

Top Words
Top Words in Tweet in Entire Graph:
[2579] immunization
[758] vaccine
[536] covid
[526] health
[369] people
[333] 19
[307] children
[275] vaccination
[273] flu
[267] today

Top Words in Tweet in G1:
[473] immunization
[115] vaccine
[99] health
[73] covid
[72] cdc
[62] vaccination
[54] card
[48] community
[45] children
[44] 19

Top Words in Tweet in G2:
[239] immunization
[90] routine
[57] children
[54] vaccines
[48] health
[47] minofhealthug
[44] doses
[42] #vaccineswork
[39] child
[35] #nvintroductionug

Top Words in Tweet in G3:
[137] immunization
[49] health
[43] routine
[42] model
[30] centre
[28] vaccination
[26] established
[24] workers
[23] vaccinate4life
[22] children

Top Words in Tweet in G4:
[145] han_francis
[132] people
[132] essentially
[132] list
[132] #diedsuddenly
[132] #vaccineswork
[132] #diedsuddenlydocumentary
[132] rumble
[132] video
[19] immunization

Top Words in Tweet in G5:
[113] markusoff
[113] past
[111] danielle
[111] somehow
[111] being
[111] smith
[111] held
[111] person
[111] innoculate
[111] accountable

Top Words in Tweet in G6:
[95] bennyjohnson
[94] legally
[94] family
[94] country
[94] work
[94] come
[94] visa
[94] worked
[94] asses
[94] applied

Top Words in Tweet in G7:
[80] booking
[80] shot
[79] novavax
[79] vera_tenacious
[79] once
[78] vile
[78] good
[78] 10
[78] lamented
[78] few

Top Words in Tweet in G8:
[78] immunization
[77] found
[77] old
[77] tetanus
[77] parents
[77] well
[77] polio
[77] ve
[77] record
[77] vaccine

Top Words in Tweet in G9:
[26] immunization
[15] cdc
[13] covid
[11] add
[11] schedule
[10] 19
[10] mrna
[9] betting
[9] children's
[9] scientists

Top Words in Tweet in G10:
[74] vaccine
[72] covid
[68] clinic
[64] 19
[62] open
[61] adriandix
[59] today
[56] eligible
[55] book
[47] ages

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[321] covid,19
[164] routine,immunization
[149] 19,vaccine
[133] essentially,list
[133] rumble,essentially
[133] video,rumble
[133] #diedsuddenly,#vaccineswork
[133] #diedsuddenlydocumentary,#diedsuddenly
[133] list,people
[133] #vaccineswork,video

Top Word Pairs in Tweet in G1:
[42] covid,19
[28] routine,immunization
[27] card,protector
[23] immunization,record
[20] unit,cdc
[20] vaccination,card
[18] breast,feeding
[18] 89,murudabad
[18] community,people
[18] radio,sampark

Top Word Pairs in Tweet in G2:
[37] routine,immunization
[30] #nvintroductionug,#vaccineswork
[20] more,doses
[20] child,immunization
[20] minofhealthug,#nvintroductionug
[19] omwiisiki,know
[19] immunization,schedule
[17] existing,vaccines
[17] immunization,agenda
[16] adding,more

Top Word Pairs in Tweet in G3:
[41] routine,immunization
[40] model,immunization
[23] health,workers
[20] immunization,centre
[14] #gorakhpur,model
[14] centre,established
[14] provides,routine
[14] uphc,basantpur
[14] universal,immunization
[14] aiims,gorakhpur

Top Word Pairs in Tweet in G4:
[132] rumble,essentially
[132] #diedsuddenlydocumentary,#diedsuddenly
[132] #diedsuddenly,#vaccineswork
[132] essentially,list
[132] #vaccineswork,video
[132] video,rumble
[132] list,people
[130] han_francis,#diedsuddenlydocumentary
[10] cardiac,event
[10] lessened,immunization

Top Word Pairs in Tweet in G5:
[111] media,person
[111] innoculate,being
[111] held,accountable
[111] danielle,smith
[111] smith,saying
[111] person,anymore
[111] somehow,innoculate
[111] saying,media
[111] being,held
[111] accountable,past

Top Word Pairs in Tweet in G6:
[94] applied,work
[94] visa,waited
[94] family,worked
[94] legally,applied
[94] asses,come
[94] come,country
[94] worked,asses
[94] country,legally
[94] bennyjohnson,family
[94] work,visa

Top Word Pairs in Tweet in G7:
[78] lamented,waste
[78] doses,vile
[78] vile,good
[78] good,12h
[78] shot,today
[78] 12h,once
[78] novavax,shot
[78] opened,few
[78] once,opened
[78] pharmacist,lamented

Top Word Pairs in Tweet in G8:
[77] well,parents
[77] polio,tetanus
[77] found,old
[77] record,ve
[77] tetanus,vaccine
[77] parents,found
[77] immunization,record
[77] old,immunization
[77] ve,polio
[75] liz_churchill7,well

Top Word Pairs in Tweet in G9:
[11] immunization,schedule
[11] add,covid
[10] covid,19
[9] being,tested
[9] launched,scientists
[9] scientists,biotech
[9] 19,shots
[9] unanimously,voted
[9] biotech,bigwigs
[9] betting,potential

Top Word Pairs in Tweet in G10:
[64] covid,19
[62] vaccine,clinic
[62] clinic,open
[57] open,today
[54] 19,vaccine
[45] adriandix,covid
[42] eligible,book
[32] today,ages
[25] centre,eligible
[21] health,centre

Top Replied-To
Top Replied-To in Entire Graph:
@marshablackburn
@ednatjie_
@potus
@gregabbott_tx
@jameseku2
@moanerleaser
@drmercurymsn
@the_picketfence
@nphcdang
@cartire85

Top Replied-To in G1:
@tompkinshealth

Top Replied-To in G2:
@drtedros
@minofhealthug
@who
@govuganda
@mrjordanposts
@usaidgh

Top Replied-To in G3:
@usaid_momentum
@balu_sastry
@nhm_up
@manojshukul
@cmofficeup
@gauravp75864791
@findingpneumo

Top Replied-To in G5:
@markusoff

Top Replied-To in G6:
@bennyjohnson
@heathenofthecr1
@rjericsson

Top Replied-To in G7:
@dawnbazely
@sdbaral
@ohbeing
@leighfromcanada
@vera_tenacious

Top Replied-To in G8:
@3thoeil

Top Replied-To in G9:
@spyvsspy20
@reuters
@thatalexxxx
@jeff_skrentner
@pasdegayici
@repmtg
@wavtec1
@galden24
@slikrik2003
@michaelguimarin

Top Replied-To in G10:
@protect_bc
@adriandix
@cdcofbc
@nathalie_k1
@susandavidsonm2
@wendibloomenth1
@lidsville
@graeme_0
@bonniechevrier
@chantz_y

Top Mentioned
Top Mentioned in Entire Graph:
@han_francis
@markusoff
@bennyjohnson
@kat1012_
@vera_tenacious
@liz_churchill7
@uwemon
@adriandix
@topublichealth
@lionadvocacy

Top Mentioned in G1:
@dunbarhsdc
@brianvastag
@darwindesious
@guygadboisguyg1
@monoeides

Top Mentioned in G2:
@minofhealthug
@who
@akmartos1
@unicef
@rita_arinaitwe
@omwiisiki
@whoghana
@immuhubs
@chic_qa
@gaviseth

Top Mentioned in G3:
@vaccinate4life
@mohfw_india
@ashishdr2
@manojshukul
@nhm_up
@findingpneumo
@jsihealth
@unicefindia
@haseent15569176
@gatesfoundation

Top Mentioned in G4:
@han_francis

Top Mentioned in G5:
@markusoff
@sipiysis
@2beer1mouth
@onepopularguy

Top Mentioned in G6:
@bennyjohnson
@kat1012_
@abikhalil_t
@magalie45908647
@lucas10294
@redsebastian201

Top Mentioned in G7:
@vera_tenacious
@wsbgnl
@prescientx1
@markusoff
@ammaunited
@cappem2
@djdynamicnc
@adamgolding
@thecanuckcommie
@shawnmicallef

Top Mentioned in G8:
@liz_churchill7

Top Mentioned in G9:
@react19org
@rosemaryhgraves
@elonmusk
@verge
@bosbizjournal
@fiercebiotech
@wsjp_insight
@mar
@p_mcculloughmd
@repmtg

Top Mentioned in G10:
@adriandix
@interior_health
@slym
@noreens60453986
@debraj43
@lacouvee
@tbrandmueller
@drbrendahardie
@wendibloomenth1
@northern_health

Top Tweeters
Top Tweeters in Entire Graph:
@ecodaren
@s9tmt
@jude_mugabi
@citrus_kyoto
@lizditz
@inquirerdotnet
@vonrosenchild
@jjj5819
@life_sciences_
@abscbnnews

Top Tweeters in G1:
@ancalerts
@stigmabase
@radarstrend
@dzmmteleradyo
@briefingcom
@kirkmurphy
@muhabarishaji
@akhbaralyawm
@deagleonline
@dwiz882

Top Tweeters in G2:
@jude_mugabi
@anas_erindra
@hiringcare
@osoroke
@imanimulungi
@fonseca_pinto
@jobsviatweet
@zimrirosas
@die_primel
@beewol

Top Tweeters in G3:
@milleroval
@pierre018
@avatans
@prosyn
@upgovt
@mohfw_india
@drm_mb
@smritiirani
@cmofficeup
@pibbengaluru

Top Tweeters in G4:
@cathymcrorie
@pecunium
@peradventur3
@cadetkb
@abholymoly
@morselya
@bereftofthedial
@beyerstein
@doctorscience
@spayrechaynge

Top Tweeters in G5:
@ksp_libs
@frazzling
@chuckw12
@anniegirl1138
@mes200000
@bee2216
@starmediaguy
@thegentyyc
@meeganreadcbc
@papaschase2

Top Tweeters in G6:
@maegan_laporte
@ailsaforshaw
@emgfind
@jannykmak
@josephvrabec
@churchsecurityi
@contriteship89
@cross19841
@gcanderson57
@carolab25084572

Top Tweeters in G7:
@inforenique
@joejaggi
@shawnmicallef
@teambernie27001
@djdynamicnc
@kathleenmarrio4
@silvipastured
@cindian1
@garrettshorr
@sandyhi2244

Top Tweeters in G8:
@gesanda
@norejj
@manos_k_a
@ljtcu
@marburell
@leonard_per
@carthag90184426
@paulreeceham
@dabeast1225
@vdejan0000

Top Tweeters in G9:
@jjj5819
@reuters
@latimes
@marketwatch
@doremusj
@npr
@wsjp_insight
@verge
@ingridtuinstra1
@wsi_usa

Top Tweeters in G10:
@suestroud
@jchilton666
@john68richmond
@ctvvancouver
@lacouvee
@factseekingmom
@accrete
@lidsville
@keddieff
@richardzussman


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