#polio, Twitter, 4/11/2022 3:01:30 AM, 274663


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#polio_2022-04-10_19-33-12.xlsx
#polio_2022-04-10_19-33-12.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 11, 2022
Short Description:
#polio via NodeXL https://bit.ly/37wBLpE
@whoafro
@brinkmannlab
@who
@postpolionews
@endpolionow
@uniceftanzania
@mumer_90
@politico
@nschwalbe
@unicef

Top hashtags:
#polio
#influenza
#ebola
#malawi
#covid19
#endpolio
#israel
#assamrifles
#vaccineswork
#vaccine

Description:
Description
The graph represents a network of 1,500 Twitter users whose tweets in the requested range contained "#polio", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 11 April 2022 at 02:36 UTC.

The requested start date was Monday, 11 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, 6-hour, 48-minute period from Monday, 28 March 2022 at 01:42 UTC to Sunday, 10 April 2022 at 08:30 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 : 1500
Unique Edges : 645
Edges With Duplicates : 2641
Total Edges : 3286
Number of Edge Types : 5
Retweet : 1199
MentionsInRetweet : 1422
Tweet : 296
Replies to : 40
Mentions : 329
Self-Loops : 305
Reciprocated Vertex Pair Ratio : 0.00819672131147541
Reciprocated Edge Ratio : 0.016260162601626
Connected Components : 211
Single-Vertex Connected Components : 95
Maximum Vertices in a Connected Component : 503
Maximum Edges in a Connected Component : 1422
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.880131
Graph Density : 0.000711140760507005
Modularity : 0.477787
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,500 Twitter users whose tweets in the requested range contained "#polio", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 11 April 2022 at 02:36 UTC.

The requested start date was Monday, 11 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, 6-hour, 48-minute period from Monday, 28 March 2022 at 01:42 UTC to Sunday, 10 April 2022 at 08:30 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 : #polio
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:
[11] https://elpais.com/planeta-futuro/2022-04-01/un-brote-en-malawi-resucita-la-polio-en-africa.html
[7] https://www.postpolioinfor.org/noticiasDetalle.php?id=339
[6] https://www.radio.gov.pk/06-04-2022/bill-gates-appreciates-pakistans-efforts-in-fight-against-polio-virus
[6] https://www.haaretz.com/israel-news/.premium-israel-launches-polio-vaccination-drive-amidst-virus-resurgence-1.10717484
[6] https://agenciaajn.com/noticia/la-organizacion-mundial-de-la-salud-incluyo-a-israel-en-la-lista-de-paises-con-rebrote-de-polio-187994
[6] https://www.politico.com/newsletters/politico-nightly/2022/03/28/polios-back-blame-covid-00020977
[5] https://www.dawnnews.tv/news/1180258/
[4] https://www.skepticalraptor.com/skepticalraptorblog.php/eight-polio-cases-in-israel-seven-did-not-receive-the-vaccine/
[4] https://www.timesofisrael.com/citing-outbreak-health-ministry-to-launch-polio-vaccination-drive-official-says/
[4] https://mybook.to/SBSeries

Top URLs in Tweet in G1:
[3] https://media.nature.com/original/magazine-assets/d41586-022-00414-x/d41586-022-00414-x.pdf

Top URLs in Tweet in G2:
[2] https://www.afro.who.int/photo-story/malawi-fights-misinformation-around-current-polio-vaccination-midst-covid-19-and?country=39&name=Malawi
[1] https://www.afro.who.int/photo-story/cross-border-collaboration-and-multi-country-approach-fight-against-polio-malawi
[1] https://www.wsj.com/articles/ukraine-war-and-other-crises-threaten-polio-eradication-health-experts-say-11648900800
[1] https://www.who.int/news-room/feature-stories/detail/the-race-for-a-covid-19-vaccine-explained
[1] https://www.unicef.org/malawi/stories/enukwenis-shoe-doctor-wants-every-child-vaccinated
[1] https://www.politico.com/newsletters/politico-nightly/2022/03/28/polios-back-blame-covid-00020977
[1] https://polioeradication.org/wp-content/uploads/2022/03/weekly-polio-analyses-cVDPV-20220329.pdf
[1] https://polioeradication.org/wp-content/uploads/2022/04/weekly-polio-analyses-cVDPV-20220405.pdf
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8958825/pdf/BLT.22.010422.pdf
[1] https://m.jpost.com/breaking-news/article-700510/amp

Top URLs in Tweet in G3:
[4] https://www.timesofisrael.com/citing-outbreak-health-ministry-to-launch-polio-vaccination-drive-official-says/
[2] https://virinchihospitals.com/neonatology/
[2] https://www.reuters.com/world/middle-east/israel-polio-vaccine-drive-after-logging-first-case-since-1988-2022-04-05/
[1] https://twitter.com/bfialek/status/1508356214522064898
[1] https://youtu.be/yw0LafSymrc
[1] http://panchsheelgroup.com/
[1] https://www.developmentaid.org/link/epidemics
[1] https://twitter.com/MalawiUNICEF/status/1506511058483220480
[1] https://pashto.baaghitv.com/?p=31933
[1] https://www.politico.com/newsletters/politico-nightly/2022/03/28/polios-back-blame-covid-00020977

Top URLs in Tweet in G4:
[1] https://eu.amarillo.com/story/news/2022/04/09/red-steagall-west-texas-a-m-cowboy-poet-singer-polio/9514186002/
[1] https://www.mdpi.com/2076-393X/10/3/418
[1] https://www.frontiersin.org/articles/10.3389/fmed.2022.841506/full
[1] https://www.sciencedirect.com/science/article/pii/S0264410X22002778?via%3Dihub
[1] https://www.mdpi.com/2076-393X/10/3/472
[1] https://www.bucksfreepress.co.uk/news/20033197.stony-dean-school-help-plant-9-000-crocus-corms/
[1] https://www.sciencedirect.com/science/article/pii/S0264410X22003048?via%3Dihub
[1] https://www.imrpress.com/journal/JIN/21/2/10.31083/j.jin2102065
[1] https://tidsskriftet.no/en/2022/02/short-case-report/post-vaccination-aluminium-granulomas-children
[1] https://onlinelibrary.wiley.com/doi/10.1002/hpm.3466

Top URLs in Tweet in G5:
[1] https://twitter.com/UNICEFTanzania/status/1508736260411637767
[1] https://twitter.com/gatesfoundation/status/1509214426544574466
[1] https://www.unicef.org/press-releases/polio-immunisation-ESAR

Top URLs in Tweet in G7:
[4] https://www.politico.com/newsletters/politico-nightly/2022/03/28/polios-back-blame-covid-00020977
[1] https://www-nytimes-com.cdn.ampproject.org/c/s/www.nytimes.com/2022/03/19/world/polio-africa-covid-vaccinations.amp.html

Top URLs in Tweet in G8:
[1] https://www.unicef.org/malawi/stories/slow-road-recovery
[1] https://twitter.com/pakfightspolio/status/1501083450559934467

Top URLs in Tweet in G10:
[1] https://twitter.com/TumainiMakole/status/1509010018749845505

Top Domains
Top Domains in Tweet in Entire Graph:
[43] twitter.com
[15] elpais.com
[10] postpolioinfor.org
[8] dawnnews.tv
[7] politico.com
[6] who.int
[6] precisionvaccinations.com
[6] gov.pk
[6] haaretz.com
[6] agenciaajn.com

Top Domains in Tweet in G1:
[3] nature.com

Top Domains in Tweet in G2:
[4] who.int
[2] polioeradication.org
[1] wsj.com
[1] unicef.org
[1] politico.com
[1] nih.gov
[1] jpost.com
[1] jns.org
[1] haaretz.com
[1] twitter.com

Top Domains in Tweet in G3:
[18] twitter.com
[4] timesofisrael.com
[3] youtube.com
[2] politico.com
[2] virinchihospitals.com
[2] reuters.com
[2] com.br
[2] nachrichtend.com
[2] dw.com
[2] paper.li

Top Domains in Tweet in G4:
[2] mdpi.com
[2] sciencedirect.com
[2] wiley.com
[1] amarillo.com
[1] frontiersin.org
[1] co.uk
[1] imrpress.com
[1] tidsskriftet.no
[1] com.pk
[1] gazettengr.com

Top Domains in Tweet in G5:
[2] twitter.com
[1] unicef.org

Top Domains in Tweet in G7:
[4] politico.com
[1] ampproject.org

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1391] polio
[260] influenza
[251] ebola
[179] malawi
[128] covid19
[49] endpolio
[49] israel
[49] assamrifles
[39] vaccineswork
[38] vaccine



Top Hashtags in Tweet in G1:
[252] influenza
[252] polio
[246] ebola
[4] sarscov2
[4] longcovid
[3] folgeerkrankung
[3] corona
[3] cfs

Top Hashtags in Tweet in G2:
[310] polio
[131] malawi
[21] covid19
[19] endpolio
[15] tanzania
[14] poliovirus
[12] mozambique
[10] zambia
[10] who
[7] viralfactsafrica

Top Hashtags in Tweet in G3:
[105] polio
[8] covid19
[7] israel
[6] vaccine
[5] billgates
[5] covid
[4] masern
[3] jonassalk
[3] vaccines
[3] poliomyelitis

Top Hashtags in Tweet in G4:
[26] polio
[17] endpolio
[15] vaccineswork
[12] openaccess
[11] publichealth
[8] globalhealth
[6] vaccines
[5] covid19
[4] rotary
[4] endpolionow

Top Hashtags in Tweet in G5:
[76] polio
[18] campaign
[17] vaccine
[7] vaccineswork
[6] foreverychild
[5] zambia
[4] endpoliointanzania
[4] vaccinesprotect
[3] tanzania
[3] malawi

Top Hashtags in Tweet in G6:
[49] assamrifles
[1] polio

Top Hashtags in Tweet in G7:
[45] polio
[41] covid19
[2] covid
[2] vaccineswork
[1] malawi
[1] africa

Top Hashtags in Tweet in G8:
[36] polio
[12] malawi
[7] drought
[3] prevention
[2] children
[2] poliofree
[2] vaccineswork
[1] thankyou
[1] healthheroes
[1] endpolio

Top Hashtags in Tweet in G9:
[43] polio
[1] postpolio
[1] longcovid
[1] late
[1] influenza
[1] ebola

Top Hashtags in Tweet in G10:
[50] polio
[17] tanzania
[2] campaign

Top Words
Top Words in Tweet in Entire Graph:
[1389] #polio
[260] polio
[260] #influenza
[251] folgen
[251] viraler
[251] infektionen
[251] #ebola
[248] guter
[248] artikel
[248] langfristigen

Top Words in Tweet in G1:
[252] #influenza
[252] #polio
[249] folgen
[249] viraler
[249] infektionen
[246] guter
[246] artikel
[246] langfristigen
[246] #ebola
[246] hochaktuell

Top Words in Tweet in G2:
[308] #polio
[157] whoafro
[113] children
[81] oral
[80] round
[77] vaccine
[71] under
[66] polio
[65] malawi
[60] #malawi

Top Words in Tweet in G3:
[105] #polio
[31] ø
[29] polio
[21] î
[21] ù
[15] vaccination
[15] ú
[12] israel
[10] health
[9] û

Top Words in Tweet in G4:
[26] #polio
[17] #endpolio
[15] #vaccineswork
[12] #openaccess
[11] #publichealth
[8] #globalhealth
[8] review
[6] polio
[6] #vaccines
[6] vaccine

Top Words in Tweet in G5:
[76] #polio
[55] children
[45] uniceftanzania
[39] vaccinated
[35] campaign
[21] over
[20] round
[18] #campaign
[18] one
[18] finished

Top Words in Tweet in G6:
[50] immunisation
[50] drive
[50] tamenglong
[49] polio
[49] carried
[49] assam
[49] rifles
[49] battalion
[49] #assamrifles
[49] 26

Top Words in Tweet in G7:
[45] #polio
[42] outbreak
[42] malawi
[42] primary
[42] care
[42] services
[41] direct
[41] result
[41] stopping
[41] during

Top Words in Tweet in G8:
[36] #polio
[24] floods
[20] polio
[18] vaccine
[14] more
[14] pakfightspolio
[14] ensure
[13] teams
[13] operate
[13] challenging

Top Words in Tweet in G9:
[43] #polio
[41] tryangregory
[41] 3wombats
[41] someone
[41] 1955
[41] well
[41] treatment
[41] minimal
[41] issues
[41] 38

Top Words in Tweet in G10:
[50] #polio
[46] chanjo
[46] mikoa
[41] tumainimakole
[40] kazi
[40] watoto
[36] katika
[35] kusambaza
[33] kwa
[30] njombe

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[252] #influenza,#polio
[251] folgen,viraler
[251] viraler,infektionen
[248] guter,artikel
[248] langfristigen,folgen
[248] infektionen,#influenza
[248] #polio,#ebola
[248] #ebola,hochaktuell
[247] brinkmannlab,guter
[241] artikel,möglichen

Top Word Pairs in Tweet in G1:
[249] folgen,viraler
[249] viraler,infektionen
[249] #influenza,#polio
[246] guter,artikel
[246] langfristigen,folgen
[246] infektionen,#influenza
[246] #polio,#ebola
[246] #ebola,hochaktuell
[245] brinkmannlab,guter
[239] artikel,möglichen

Top Word Pairs in Tweet in G2:
[61] round,#polio
[60] children,under
[59] first,round
[56] #polio,vaccinations
[56] vaccinations,complete
[52] under,years
[52] years,old
[49] over,million
[49] million,children
[48] #malawi's,first

Top Word Pairs in Tweet in G3:
[13] î,î
[10] ø,ù
[7] #polio,vaccination
[7] health,ministry
[7] ù,ø
[7] ø,ø
[5] ù,ú
[5] ú,ø
[4] citing,outbreak
[4] outbreak,health

Top Word Pairs in Tweet in G4:
[12] #endpolio,#polio
[10] #vaccineswork,#publichealth
[7] #publichealth,#globalhealth
[6] #polio,#vaccineswork
[4] #polio,#endpolionow
[3] #vaccines,#vaccineswork
[3] #endpolio,#vaccineswork
[3] msf_ukraine,unicef_ua
[3] #openaccess,conducting
[3] conducting,polymers

Top Word Pairs in Tweet in G5:
[36] children,vaccinated
[19] uniceftanzania,#polio
[18] #polio,#campaign
[18] #campaign,round
[18] round,one
[18] one,finished
[18] finished,days
[18] days,132
[18] 132,660
[18] 660,children

Top Word Pairs in Tweet in G6:
[50] immunisation,drive
[49] polio,immunisation
[49] drive,carried
[49] carried,assam
[49] assam,rifles
[49] rifles,tamenglong
[49] tamenglong,battalion
[49] battalion,#assamrifles
[49] #assamrifles,26
[49] 26,mar

Top Word Pairs in Tweet in G7:
[42] #polio,outbreak
[41] outbreak,malawi
[41] malawi,direct
[41] direct,result
[41] result,stopping
[41] stopping,primary
[41] primary,care
[41] care,services
[41] services,during
[41] during,#covid19

Top Word Pairs in Tweet in G8:
[13] polio,teams
[13] teams,operate
[13] operate,challenging
[13] challenging,conditions
[13] conditions,ensure
[13] ensure,access
[13] access,life
[13] life,saving
[13] saving,#polio
[13] #polio,vaccine

Top Word Pairs in Tweet in G9:
[41] tryangregory,3wombats
[41] 3wombats,someone
[41] someone,#polio
[41] #polio,1955
[41] 1955,well
[41] well,treatment
[41] treatment,minimal
[41] minimal,issues
[41] issues,38
[41] 38,years

Top Word Pairs in Tweet in G10:
[46] chanjo,#polio
[36] tumainimakole,kazi
[35] watoto,katika
[35] katika,mikoa
[35] kazi,kusambaza
[35] kusambaza,chanjo
[32] #polio,kwa
[32] kwa,watoto
[30] mikoa,njombe
[30] njombe,ruvuma

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@brinkmannlab
@whoafro
@who
@uniceftanzania
@official_dgar
@3wombats
@nschwalbe
@tumainimakole
@robyn_grote
@tryangregory

Top Mentioned in G1:
@brinkmannlab
@isabelruland
@mberghaeuser

Top Mentioned in G2:
@whoafro
@who
@malawiunicef
@whomalawi
@viralfacts
@oms_afrique
@health_malawi
@poliofreeafghan
@whopoldirector
@msmauritanie

Top Mentioned in G3:
@wheelhealthcare
@poliodrops
@vaccinologie

Top Mentioned in G4:
@polioplusng
@who_europe
@gatesfoundation
@msf_ukraine
@unicef_ua
@who_europe_vpi
@postpolionews
@rotary
@unicefpolio
@pakfightspolio

Top Mentioned in G5:
@uniceftanzania
@unicef
@mohzambia
@u_baker
@stefanswartpet
@unicefzambia
@whozambia
@malawiunicef
@who
@whoafro

Top Mentioned in G6:
@official_dgar
@adgpi
@hmoindia

Top Mentioned in G7:
@nschwalbe
@politico
@joannekenen
@endpolionow

Top Mentioned in G8:
@pakfightspolio
@mohamedfall
@unicefsomalia
@uarizona
@drzarak
@unicef
@endpolionow
@nlambplomp
@dkinpk
@germanyinpak

Top Mentioned in G9:
@3wombats
@robyn_grote
@tryangregory
@brinkmannlab

Top Mentioned in G10:
@tumainimakole
@uniceftanzania
@who_tanzania
@wizara_afyatz

Top Tweeters
Top Tweeters in Entire Graph:
@nblackthorne
@rk70534
@raymond_norman
@llemj
@w_angels_wings
@joepranaitis
@chrisbrey1
@httweets
@3wombats
@el_pais

Top Tweeters in G1:
@michael_kunz
@onlywhitetiger
@cptleto
@janejane24
@die_primel
@hardcandym
@annetonie
@felicea
@angiestone_
@donaupiratin

Top Tweeters in G2:
@dudeneyn
@o_g_log
@compassiom
@monasmitte
@jhdjane
@theoneangels
@skatiq3
@drmiryounis
@priscilagural
@la_mwansa

Top Tweeters in G3:
@httweets
@dinathanthi
@dsquared75
@soitiz
@stepintopurple
@designateduses
@thestatesmanltd
@authorofmystery
@mateo_tao
@reineraberja

Top Tweeters in G4:
@appcsocialmedia
@tdpel
@nighealthwatch
@amarilloglobe
@postpolionews
@fcovillalba
@bucksfreepress
@cdcgov
@gavi
@arifalvi

Top Tweeters in G5:
@mojamesapted
@dsimbayi
@elimikawikiendi
@banachase
@pkushoka
@unicef
@gumptionandco
@sandrabisin
@stefanswartpet
@kread85

Top Tweeters in G6:
@proassam
@deepaks51289407
@itskailashrao
@ajazkha66945321
@adgpi
@tri_service
@bibekbh34312676
@amitabhrathi
@vishal38469199
@official_dgar

Top Tweeters in G7:
@politico
@rigmatthew
@fern_60
@ljzumpano
@mauhome7
@rexannakeats
@marinavanzyl
@geeta1978
@ajlamesa
@lavendel09

Top Tweeters in G8:
@azad_shehri
@hamitharik7
@aynalem_fantu
@phaki_75
@preventivebot
@uarizona
@aasil_hussain
@unsomalia
@kamranafarooq1
@patsergy

Top Tweeters in G9:
@3wombats
@mcolvinmckenzie
@camybobany
@jamnic77
@captainm15
@etxberria55
@janemccourt1
@gwendabgilbert
@alexmcleod8888
@gvg1

Top Tweeters in G10:
@tzdiscovery
@allanmzalendo
@yose_hoza
@popeye_jm
@mcinikawalamar
@kanenamagufa
@hakingowi
@winharder_
@kudu_ze_kudu
@dornnie


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