immunization, Twitter, 1/12/2023 8:13:16 PM, 287849


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immunization_2023-01-12_11-59-29.xlsx
immunization_2023-01-12_11-59-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 12, 2023
Short Description:
immunization via NodeXL https://bit.ly/3vZ3kAX
@freechid
@diedsuddenly_
@rosenbusch_
@onlylive4ever
@covid_engineer
@joeyjojojunior_
@maryspes
@chancegardiner
@chichibarbque
@frdmfghtr77

Top hashtags:
#biontech
#pfizer
#vaccines
#immunization
#vaccineswork
#covid19

Description:
Description
The graph represents a network of 5,230 Twitter users whose recent tweets contained "immunization", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 20:06 UTC.

The tweets in the network were tweeted over the 423-day, 5-hour, 7-minute period from Sunday, 14 November 2021 at 19:52 UTC to Thursday, 12 January 2023 at 00:59 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 5230
Unique Edges : 770
Edges With Duplicates : 9924
Total Edges : 10694
Number of Edge Types : 9
Mentions : 129
Retweet : 4639
MentionsInRetweet : 4852
MentionsInReplyTo : 516
Replies to : 302
Tweet : 227
Quote : 23
MentionsInQuoteReply : 2
MentionsInQuote : 4
Self-Loops : 321
Reciprocated Vertex Pair Ratio : 0.00820436322953571
Reciprocated Edge Ratio : 0.0162751988163492
Connected Components : 269
Single-Vertex Connected Components : 86
Maximum Vertices in a Connected Component : 4275
Maximum Edges in a Connected Component : 8925
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.3047
Graph Density : 0.000197713370096977
Modularity : 0.443392
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,230 Twitter users whose recent tweets contained "immunization", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 1/11/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 12 January 2023 at 20:06 UTC.

The tweets in the network were tweeted over the 423-day, 5-hour, 7-minute period from Sunday, 14 November 2021 at 19:52 UTC to Thursday, 12 January 2023 at 00:59 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[1983] https://apps.who.int/iris/bitstream/handle/10665/352029/WHO-EURO-2022-3471-43230-60590-eng.pdf?sequence=1&isAllowed=y
[1905] https://twitter.com/freechid/status/1612620099395153920/photo/1
[34] https://twitter.com/SabrinaKitaka/status/1613190415045513217/photo/1
[4] https://twitter.com/NhmNalbari/status/1613212056370675712/photo/1
[4] https://twitter.com/Biocon_FDN/status/1613164427175690242/photo/1
[4] https://twitter.com/ModeshtaE/status/1612770045138198530/photo/1
[4] https://twitter.com/ManughatChc/status/1613205803959488518/photo/1
[4] https://twitter.com/KilifiCountyGov/status/1613169323605987328/photo/1
[4] https://eurekamag.com/research/053/698/053698985.php
[4] https://twitter.com/cyrus48975937/status/1613113229655302145/photo/1

Top URLs in Tweet in G1:
[1842] https://apps.who.int/iris/bitstream/handle/10665/352029/WHO-EURO-2022-3471-43230-60590-eng.pdf?sequence=1&isAllowed=y
[1841] https://twitter.com/freechid/status/1612620099395153920/photo/1
[1] https://web.archive.org/web/20230000000000*/https://www.euro.who.int/en/health-topics/disease-prevention/vaccines-and-immunization/publications/2022/vaccine-crisis-communication-manual-step-by-step-guidance-for-national-immunization-programmes-2022/docs/vaccine-crisis-communication-manual-step-by-step-guidance-for-national-immunization-programmes
[1] https://twitter.com/freechid/status/1612620099395153920

Top URLs in Tweet in G2:
[45] https://apps.who.int/iris/bitstream/handle/10665/352029/WHO-EURO-2022-3471-43230-60590-eng.pdf?sequence=1&isAllowed=y
[43] https://twitter.com/freechid/status/1612620099395153920/photo/1
[3] https://twitter.com/DiedSuddenly_/status/1612819167186669573/photo/1
[2] https://twitter.com/DiedSuddenly_/status/1612819167186669573
[1] https://twitter.com/ChristineEasda1/status/1613202928096972800/photo/1

Top URLs in Tweet in G3:
[7] https://apps.who.int/iris/bitstream/handle/10665/352029/WHO-EURO-2022-3471-43230-60590-eng.pdf?sequence=1&isAllowed=y
[5] https://twitter.com/freechid/status/1612620099395153920/photo/1
[2] https://t.me/Rosenbusch
[2] https://twitter.com/rosenbusch_/status/1612813994015834117/photo/1
[2] https://twitter.com/GeorgBuechner89/status/1613052424322695170/photo/1

Top URLs in Tweet in G4:
[25] https://apps.who.int/iris/bitstream/handle/10665/352029/WHO-EURO-2022-3471-43230-60590-eng.pdf?sequence=1&isAllowed=y
[6] https://twitter.com/freechid/status/1612620099395153920/photo/1
[2] https://twitter.com/ABridgen/status/1613094003611688961
[2] https://twitter.com/dan_nailed/status/1613177290036322304/photo/1
[1] https://www.bbc.com/news/uk-politics-64236687
[1] https://twitter.com/MattHancock/status/1613159691785482240/video/1
[1] https://twitter.com/PeterSweden7/status/1613219831754682368
[1] https://petersweden.substack.com/p/australia-pandemic
[1] https://twitter.com/CitizenLenz/status/1612991317176627202/video/1
[1] https://www.redding.com/story/opinion/2021/09/25/setting-record-straight-ad-lies-safety-covid-19-vaccine/5850662001/

Top URLs in Tweet in G5:
[17] https://apps.who.int/iris/bitstream/handle/10665/352029/WHO-EURO-2022-3471-43230-60590-eng.pdf?sequence=1&isAllowed=y
[4] https://twitter.com/onotouble/status/1613281957462347777/photo/1
[4] https://twitter.com/D23Rising/status/1613331129498583041/photo/1
[4] https://twitter.com/808Wakey/status/1613116494652780550/photo/1
[4] https://twitter.com/DrpratibhaJha/status/1613143431647473664/photo/1
[4] https://twitter.com/cyrus48975937/status/1613113229655302145/photo/1
[4] https://twitter.com/Biocon_FDN/status/1613164427175690242/photo/1
[3] https://twitter.com/kanjanranchhod/status/1613120841314873348/photo/1
[3] https://discountprescriptioncards.org/nvac-l-september-2020-day-1-part-3-the-infodemic-covid-19-immunization-and-the-publics-health-2/
[3] https://unjoblist.org/vacancy/?450052

Top URLs in Tweet in G6:
[1] https://trib.al/c2CpoON
[1] https://www.health.mil/MHSHome/Military%20Health%20Topics/Health%20Readiness/Immunization%20Healthcare/Vaccine%20Recommendations/Vaccine%20Recommendations%20by%20AOR#AFRICOM
[1] https://twitter.com/washingtonpost/status/1613009825293635584

Top URLs in Tweet in G7:
[4] https://twitter.com/ModeshtaE/status/1612770045138198530/photo/1
[4] https://twitter.com/ManughatChc/status/1613205803959488518/photo/1
[4] https://twitter.com/UNICEF/status/1609550940620693505/photo/1
[4] https://twitter.com/KilifiCountyGov/status/1613169323605987328/photo/1
[4] https://twitter.com/DOHkilifi/status/1613160919303065601/photo/1
[4] https://twitter.com/DOHkilifi/status/1613160912830996482/photo/1
[4] https://twitter.com/NphcdaNG/status/1613180339207241728/photo/1
[2] https://www.unicef.org/immunization/parents-frequently-asked-questions-vaccines?utm_source=twitter&utm_medium=organic-en&utm_campaign=routine-immunizations-general
[2] https://twitter.com/Tripura_CHO/status/1526906604284936192/photo/1
[1] https://twitter.com/mrigankshail/status/1612920451021549568/video/1

Top URLs in Tweet in G8:
[2] https://apps.who.int/iris/bitstream/handle/10665/352029/WHO-EURO-2022-3471-43230-60590-eng.pdf?sequence=1&isAllowed=y
[2] https://twitter.com/ChanceGardiner/status/1613255884125409280/photo/1
[1] https://twitter.com/freechid/status/1612620099395153920/photo/1

Top URLs in Tweet in G9:
[2] https://stateofthenation.co/?p=75714
[1] https://libertytree.com/liberty-tree/3651
[1] https://stevekirsch.substack.com/p/im-willing-to-bet-anyone-in-the-world
[1] https://twitter.com/RandPaul/status/1612967528329887745
[1] https://twitter.com/annmforti/status/1613070092639830018/video/1
[1] https://doh.sd.gov/family/childhood/immunization/school.aspx
[1] https://www.hhs.gov/immunization/basics/work/index.html
[1] https://twitter.com/j_mcshay/status/1613025859576778753/photo/1
[1] https://coronavirus.dc.gov/data/vaccination

Top URLs in Tweet in G10:
[34] https://twitter.com/SabrinaKitaka/status/1613190415045513217/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[2248] twitter.com
[1988] who.int
[9] youtube.com
[8] health.mil
[5] nih.gov
[5] substack.com
[5] eurekamag.com
[4] trib.al
[3] zoom.us
[3] qeliq.com

Top Domains in Tweet in G1:
[1842] who.int
[1842] twitter.com
[1] archive.org

Top Domains in Tweet in G2:
[49] twitter.com
[45] who.int

Top Domains in Tweet in G3:
[9] twitter.com
[7] who.int
[2] t.me

Top Domains in Tweet in G4:
[25] who.int
[16] twitter.com
[2] substack.com
[2] co.uk
[2] thelancet.com
[1] bbc.com
[1] redding.com
[1] trib.al
[1] canada.ca

Top Domains in Tweet in G5:
[52] twitter.com
[19] who.int
[3] discountprescriptioncards.org
[3] unjoblist.org
[2] youtube.com
[2] myjobmag.com
[2] ca.gov
[1] nih.gov
[1] elmasarenglish.com
[1] durham.ca

Top Domains in Tweet in G6:
[1] trib.al
[1] health.mil
[1] twitter.com

Top Domains in Tweet in G7:
[40] twitter.com
[2] unicef.org
[2] zoom.us
[1] comminit.com
[1] who.int
[1] ehealthafrica.org
[1] untalent.org

Top Domains in Tweet in G8:
[3] twitter.com
[2] who.int

Top Domains in Tweet in G9:
[3] twitter.com
[2] stateofthenation.co
[1] libertytree.com
[1] substack.com
[1] sd.gov
[1] hhs.gov
[1] dc.gov

Top Domains in Tweet in G10:
[34] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[26] biontech
[26] pfizer
[12] vaccines
[12] immunization
[9] vaccineswork
[8] covid19
[7] kindergarten
[7] immunizations
[5] vaccine
[5] cervicalcancer



Top Hashtags in Tweet in G2:
[1] rausausderwho

Top Hashtags in Tweet in G4:
[1] vaccineinjuries
[1] immunizationproduct
[1] covidvaccines
[1] resist

Top Hashtags in Tweet in G5:
[4] immunization
[3] health
[3] who
[3] jobs
[2] cervicalcancer
[2] vaccine
[1] vaccineswork
[1] d23rising
[1] cervical
[1] awareness

Top Hashtags in Tweet in G6:
[1] army

Top Hashtags in Tweet in G7:
[3] chhattisgarh
[2] immunization
[2] supportimmunization
[1] foreverychild
[1] gender
[1] immunisation
[1] theci
[1] vaccineswork
[1] bcpoli
[1] familyplanning

Top Hashtags in Tweet in G9:
[1] gopclownshow
[1] scientificresearch
[1] statistics
[1] prophylaxis
[1] immunization

Top Words
Top Words in Tweet in Entire Graph:
[2197] playbook
[1924] freechid
[1909] found
[1908] guess
[1905] 4chan
[1844] state
[1820] anything
[1816] handle
[1816] stop
[1812] re

Top Words in Tweet in G1:
[1860] freechid
[1841] found
[1841] guess
[1841] 4chan
[20] link
[20] archive
[19] allows
[19] better
[19] jikkyleaks
[19] downloads

Top Words in Tweet in G2:
[1788] re
[1788] stop
[1788] playbook
[1788] everyone
[1788] handle
[1788] doing
[1788] anything
[1788] state
[1788] look
[1787] erode

Top Words in Tweet in G3:
[363] playbook
[361] die
[361] allem
[361] umgang
[361] dies
[361] untergräbt
[361] sogenannten
[361] vertrauen
[361] impfungen
[359] rosenbusch_

Top Words in Tweet in G4:
[58] joeyjojojunior_
[45] jab
[41] open
[37] debate
[36] propaganda
[36] covid
[35] primer
[31] those
[26] excess
[25] status

Top Words in Tweet in G5:
[63] immunization
[18] health
[14] vaccine
[12] vaccines
[11] covid
[7] 19
[7] dead
[7] child
[7] national
[7] cases

Top Words in Tweet in G6:
[73] washingtonpost
[72] pentagon
[72] vaccine
[71] leaders
[71] senior
[71] rescinded
[71] move
[71] coronavirus
[71] order
[71] receive

Top Words in Tweet in G7:
[30] immunization
[19] health
[12] management
[11] team
[11] county
[10] routine
[10] vaccines
[10] dr
[9] head
[9] hassan

Top Words in Tweet in G8:
[45] risposte
[45] vacclnazlone
[45] convincere
[45] dire
[45] cosa
[45] come
[45] oms
[45] alla
[45] dare
[45] manuale

Top Words in Tweet in G9:
[22] randpaul
[19] immunization
[14] vaccine
[6] vaccines
[6] know
[6] covid
[4] people
[4] between
[4] prevent
[4] work

Top Words in Tweet in G10:
[34] baby
[34] schedule
[34] immunization
[34] immunized
[33] sabrinakitaka

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1905] 4chan,found
[1905] guess,4chan
[1904] freechid,guess
[1815] handle,anything
[1813] playbook,handle
[1810] state,playbook
[1805] everyone,stop
[1804] doing,look
[1804] re,doing
[1804] look,state

Top Word Pairs in Tweet in G1:
[1841] 4chan,found
[1841] guess,4chan
[1840] freechid,guess
[20] archive,link
[19] downloads,pdf
[19] jikkyleaks,wayback
[19] pdf,better
[19] wayback,machines
[19] link,allows
[19] isuckatwife,jikkyleaks

Top Word Pairs in Tweet in G2:
[1788] playbook,handle
[1788] everyone,stop
[1788] re,doing
[1788] look,state
[1788] stop,re
[1788] doing,look
[1788] handle,anything
[1788] state,playbook
[1787] anything,erode
[1787] diedsuddenly_,everyone

Top Word Pairs in Tweet in G3:
[361] vertrauen,die
[361] allem,vertrauen
[361] dies,playbook
[361] sogenannten,impfungen
[361] umgang,allem
[361] die,sogenannten
[361] playbook,umgang
[361] impfungen,untergräbt
[359] rosenbusch_,dies
[5] freechid,guess

Top Word Pairs in Tweet in G4:
[35] propaganda,primer
[28] open,debate
[25] release,jab
[25] jab,status
[25] non,covid
[24] covid,deaths
[24] excess,non
[24] matthancock,rishisunak
[24] status,those
[24] rishisunak,open

Top Word Pairs in Tweet in G5:
[7] covid,19
[6] routine,immunization
[4] erodes,trust
[4] handle,anything
[4] statement,journalist
[4] 19,immunization
[4] immunization,record
[4] trust,shots
[4] journalist,politician
[4] shots,guides

Top Word Pairs in Tweet in G6:
[71] order,military
[71] pentagon,rescinded
[71] military,personnel
[71] rescinded,order
[71] receive,coronavirus
[71] coronavirus,vaccine
[71] vaccine,move
[71] personnel,receive
[71] move,senior
[71] senior,leaders

Top Word Pairs in Tweet in G7:
[9] health,management
[9] routine,immunization
[9] head,immunization
[9] county,health
[9] immunization,division
[9] led,ag
[9] management,team
[9] dr,hassan
[5] team,led
[5] khamis,head

Top Word Pairs in Tweet in G8:
[45] oms,come
[45] alla,vacclnazlone
[45] vacclnazlone,risposte
[45] cosa,dire
[45] manuale,oms
[45] convincere,alla
[45] dire,convincere
[45] come,gestire
[45] dare,ogni
[45] gestire,cosa

Top Word Pairs in Tweet in G9:
[5] vaccine,immunization
[4] difference,between
[3] vaccines,work
[3] randpaul,vaccine
[3] group,vacs
[3] between,vaccine
[2] immunization,mass
[2] pepperlove215,randpaul
[2] randpaul,vaccines
[2] vaccine,supposed

Top Word Pairs in Tweet in G10:
[34] immunized,immunization
[34] immunization,schedule
[34] baby,immunized
[33] sabrinakitaka,baby

Top Replied-To
Top Replied-To in Entire Graph:
@randpaul
@dominiquetaegon
@healthbyjames
@elonmusk
@washingtonpost
@tracybeanz
@drtedros
@seanmaloney0
@sensanders
@laurenboebert

Top Replied-To in G1:
@isuckatwife
@freechid

Top Replied-To in G4:
@petersweden7
@seanmaloney0
@frenzdrone
@bringbackjikky
@jimfergusonuk
@matthancock
@nadhimzahawi
@doctor_oxford
@leilanidowding
@unitynewsnet

Top Replied-To in G5:
@ibpkenya

Top Replied-To in G6:
@washingtonpost
@radiofreetom

Top Replied-To in G9:
@randpaul
@stkirsch
@barryf107
@cphenom69
@iceman3261
@drivewest66
@pepperlove215
@annmforti
@arnoldwayne490
@animalsrockon

Top Mentioned
Top Mentioned in Entire Graph:
@freechid
@diedsuddenly_
@rosenbusch_
@washingtonpost
@joeyjojojunior_
@chancegardiner
@sabrinakitaka
@aceso76
@rishisunak
@mohfw_india

Top Mentioned in G1:
@freechid
@jikkyleaks
@isuckatwife
@jer_poynton99

Top Mentioned in G2:
@diedsuddenly_
@freechid

Top Mentioned in G3:
@rosenbusch_
@freechid
@diedsuddenly_

Top Mentioned in G4:
@joeyjojojunior_
@rishisunak
@matthancock
@abridgen
@nadhimzahawi
@petersweden7
@doctor_oxford
@freechid
@diedsuddenly_
@travalvord

Top Mentioned in G5:
@durhamhealth
@grundycountyph
@olisnam3

Top Mentioned in G6:
@washingtonpost
@friendsofmarkj

Top Mentioned in G7:
@dohkilifi
@who
@unicef
@nphcdang
@usaid_nishtha
@gavi
@kilificountygov
@jsihealth
@jhpiego
@ayushmanhwcs

Top Mentioned in G8:
@chancegardiner
@freechid

Top Mentioned in G9:
@randpaul
@bloretta561
@pepperlove215
@gop
@senategop
@housegop
@gopchairwoman
@leadermcconnell
@arnoldwayne490

Top Mentioned in G10:
@sabrinakitaka

Top Tweeters
Top Tweeters in Entire Graph:
@porridgeisgood
@thehill
@life_sciences_
@algeriaherald
@washingtonluiza
@eurekamag
@willseattle
@zeeshan_shah_dc
@heidiec5
@pickooo

Top Tweeters in G1:
@teppdude
@nvania
@shiremoorpotter
@kathy19090674
@nononoeu
@oude_lap
@starvinlarry
@valeriozach
@dahart66
@baizuobu

Top Tweeters in G2:
@porridgeisgood
@mgt_coull26
@kheatherbrown
@spacettf
@minimoojack
@rk55mk
@2021freedom1776
@bronwyn1140
@galactichorus
@arealprincesa

Top Tweeters in G3:
@woli2017
@d28siggilupus07
@fberingar
@milkrun
@zoniman
@zeitgeschehen_
@lupus071
@joerncarmaker
@diebajuwaren
@b_kraupa

Top Tweeters in G4:
@heidiec5
@mjc_cook
@cadiedorange172
@paulturner2012
@lorrainestv_ads
@davenicholas555
@steve_causecall
@timwals02423209
@minxky999
@wakemeupgm

Top Tweeters in G5:
@algeriaherald
@modernghanaweb
@robertmihaly1
@gmacvhhh
@davidcranmerun1
@honeynoir
@unjoblist
@unjoblist_dl
@unjoblist_ds
@googlemyrna

Top Tweeters in G6:
@willseattle
@zeeshan_shah_dc
@loulachat
@breakingnewzman
@jinxy_minxy
@drmaggiesa
@mdtoorder
@washingtonpost
@radiofreetom
@takhar_

Top Tweeters in G7:
@yung_yossy
@who
@unfoundation
@untalentjobs
@unicef
@asif_speaks1
@unjobs_events
@averyflash
@gavi
@pmoindia

Top Tweeters in G8:
@marcoranieri72
@soniabetz1
@maryspes
@renzocianchetti
@raffyb_68
@galata_mf
@metalhe69092042
@fracchio_2
@gfvegianfra
@maxjwwallace

Top Tweeters in G9:
@bloretta561
@senatorcancun
@tbcle1
@gop
@barryf107
@otisredfoot
@housegop
@senategop
@animalsrockon
@misterresiste12

Top Tweeters in G10:
@2008gomu
@i_i_acan
@kisoyiro
@jyiganje
@pathfinder995
@rkkkalungi
@oyulupatrick
@hotniqqha
@abelwalekhwa
@kawemperoyalty


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