COVID-19, Twitter, 2/24/2022 9:27:05 AM, 272232


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COVID-19_2022-02-24_00-00-01.xlsx
COVID-19_2022-02-24_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 24, 2022
Short Description:
COVID-19 via NodeXL https://bit.ly/3h9CAGs
@nuvolina22
@nytimes
@wsjhealth
@sfirzada
@kkmputrajaya
@njbbari3
@dgurdasani1
@profesorzubairi
@iamirulomar
@kateirvingh20

Top hashtags:
#covid19
#covid_19
#covid
#44613
#44615
#janssen
#coronavirus
#prevención
#44614

Description:
Description
The graph represents a network of 9,565 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 24 February 2022 at 08:24 UTC.

The requested start date was Thursday, 24 February 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 2-day, 0-hour, 8-minute period from Monday, 21 February 2022 at 12:09 UTC to Wednesday, 23 February 2022 at 12:17 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 : 9565
Unique Edges : 4860
Edges With Duplicates : 11940
Total Edges : 16800
Number of Edge Types : 5
Retweet : 5361
MentionsInRetweet : 6244
Tweet : 3187
Replies to : 372
Mentions : 1636
Self-Loops : 3236
Reciprocated Vertex Pair Ratio : 0.00628044091258652
Reciprocated Edge Ratio : 0.0124824863074768
Connected Components : 2805
Single-Vertex Connected Components : 1143
Maximum Vertices in a Connected Component : 734
Maximum Edges in a Connected Component : 1762
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.150047
Graph Density : 8.58223565763143E-05
Modularity : 0.537442
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 9,565 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 24 February 2022 at 08:24 UTC.

The requested start date was Thursday, 24 February 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 2-day, 0-hour, 8-minute period from Monday, 21 February 2022 at 12:09 UTC to Wednesday, 23 February 2022 at 12:17 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 : COVID-19
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:
[34] https://www.allkpop.com/article/2022/02/txts-yeonjun-recovers-from-covid-19
[24] https://www.cvs.com/minuteclinic/covid-19-testing
[21] https://www.huffingtonpost.co.uk/entry/sajid-javid-covid-flu-work-free-testing_uk_62149fc9e4b0f800ce16d368
[21] https://www.lefigaro.fr/flash-eco/covid-19-la-vaccination-avec-janssen-va-etre-suspendue-sauf-pour-certains-cas-particuliers-20220222
[21] https://rumble.com/vt62y6-covid-19-a-second-opinion.html
[16] https://news.sky.com/story/covid-19-face-masks-scrapped-on-london-underground-from-tomorrow-12549431
[15] https://www.20minutes.fr/sante/3240127-20220222-covid-19-olivier-veran-estime-trop-tot-mesurer-effets-pass-vaccinal
[15] https://public.tableau.com/profile/public.health.wales.health.protection#!/vizhome/RapidCOVID-19virology-Public/Headlinesummary
[15] https://public.tableau.com/views/RapidCOVID-19virology-Mobilefriendly/Summary?%3AshowVizHome=no&%3Aembed=true#2
[13] https://www.soompi.com/article/1514009wpp/woodz-cho-seung-youn-diagnosed-with-covid-19

Top URLs in Tweet in G1:
[24] https://www.cvs.com/minuteclinic/covid-19-testing
[6] https://www.riotimesonline.com/brazil-news/modern-day-censorship/covid-19-pharmaceutical-giants-gates-fauci-uk-officials-accused-of-crimes-against-humanity-in-international-criminal-court-complaint/
[5] https://construyenpais.com/iatos-la-ia-que-detecta-covid-19-por-notas-de-whatsapp/
[4] https://outbreaksci.prereview.org/
[4] https://www.netwerk24.com/netwerk24/nuus/internasionaal/brittanje-gaan-inperkings-gratis-toetsing-ophef-20220223
[4] https://news.sky.com/story/covid-19-face-masks-scrapped-on-london-underground-from-tomorrow-12549431
[4] https://www.cvs.com/minuteclinic/covid-19-testing/covid-scheduler?symptoms=covid
[4] https://www.bizplus.ro/sondajul-de-investitii-al-bei-2021-eibis-arata-o-redresare-in-curs-a-firmelor-din-romania-dupa-socul-economic-al-pandemiei-covid-19/
[3] https://www.zerohedge.com/covid-19/wef-infiltration-rogan-redpilled-canadian-mp-cut-asking-accused-spreading-disinformation
[3] https://www.business-standard.com/article/current-affairs/corbevax-is-third-covid-vaccine-to-be-approved-for-children-in-india-122022101017_1.html

Top URLs in Tweet in G2:
[4] https://www.vtv.gob.ve/dia709-lucha-contra-covid-venezuela-22022022/
[3] https://rdnoticiasven.net/venezuela-reporta-701-nuevos-contagios-y-7-fallecidos-por-covid-19/
[2] https://www.vtv.gob.ve/dia708-lucha-contra-covid-venezuela-21022022/
[2] http://www.minci.gob.ve/venezuela-aplicara-refuerzo-contra-la-covid-19-cada-4-meses/
[2] http://www.minci.gob.ve/avanza-exitosamente-plan-de-vacunacion-masiva-contra-la-covid-19-en-caracas/
[2] https://venezuela-news.com/reporte-pandemia-701-nuevos-contagios-por-covid-19/
[2] https://redradiove.com/disminuye-la-curva-de-contagios-por-covid-19-en-venezuela-dia-708/
[1] http://diariovea.com.ve/la-jornada-sigue-mira-el-porcentaje-de-ninos-y-ninas-vacunadas-contra-el-covid-19-en-venezuela/
[1] https://bit.ly/35ixdSO
[1] https://fusernews.com/venezuela-registra-notable-baja-de-contagios-con-397-nuevos-casos-de-covid-19/

Top URLs in Tweet in G3:
[2] https://webview.weverse.io/share/communities/2/notices/2074
[1] https://www.yna.co.kr/view/AKR20220221078100005?input=tw

Top URLs in Tweet in G4:
[2] https://howbadismybatch.com
[1] https://twitter.com/PeachieRad/status/1495827416438259722?t=PhpssQsqTxwSwHB2MvgZng&s=19
[1] https://www.theepochtimes.com/california-doctors-warn-against-covid-19-censorship-bill_4295036.html?utm_source=Morningbrief&utm_campaign=mb-2022-02-22&utm_medium=email&est=v1un%2FmCBOnCJj5GGkrUlgmLMQQUNxJxCW5Dv%2BReM9%2B7WxQ8bD5tj5K35Y7EIsjBqhg%3D%3D

Top URLs in Tweet in G5:
[14] https://www.20minutes.fr/sante/3240127-20220222-covid-19-olivier-veran-estime-trop-tot-mesurer-effets-pass-vaccinal
[8] https://www.lefigaro.fr/flash-eco/covid-19-la-vaccination-avec-janssen-va-etre-suspendue-sauf-pour-certains-cas-particuliers-20220222
[6] https://www.reuters.com/world/india/exclusive-pfizer-withdraws-application-emergency-use-its-covid-19-vaccine-india-2021-02-05/
[3] https://data.gouv.fr/
[3] https://www.data.gouv.fr/fr/datasets/donnees-relatives-aux-livraisons-de-vaccins-contre-la-covid-19/
[2] https://www.amazon.fr/scandale-Ivermectine-Comment-pourquoi-lanti-covid-19/dp/2368452915
[2] https://www.leparisien.fr/societe/sante/covid-19-olivier-veran-auditionne-au-senat-sur-le-passe-vaccinal-suivez-notre-direct-22-02-2022-7RGVMT55SBFTLGZBRM2FOCPDSY.php#xtor=AD-1481423553
[1] https://www.lefigaro.fr/conjoncture/covid-19-apres-une-semaine-de-tolerance-3-5-millions-de-francais-vont-perdre-leur-passe-vaccinal-20220222
[1] https://fr.news.yahoo.com/au-royaume-uni-boris-johnson-174955810.html
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/pass-vaccinal/covid-19-reanimation-taux-d-incidence-olivier-veran-esquisse-les-criteres-qui-seront-retenus-pour-la-levee-du-pass-vaccinal_4975215.html#xtor=CS2-765-%5Bshare%5D-

Top URLs in Tweet in G6:
[1] https://www.bma.org.uk/bma-media-centre/living-with-covid-19-strategy-neglects-the-most-vulnerable-says-bma
[1] https://www.medrxiv.org/content/10.1101/2022.02.21.22270909v1.full.pdf
[1] https://twitter.com/JoePajak/status/1281656383394521088
[1] https://openletter.earth/open-letter-from-uk-scientists-and-medics-re-early-end-to-englands-isolation-rules-14a731a1
[1] https://www.scmp.com/news/hong-kong/health-environment/article/3167756/coronavirus-hong-kong-mobilise-police-covid-19

Top URLs in Tweet in G7:
[1] https://twitter.com/domunditv/status/1496081036341825537

Top URLs in Tweet in G8:
[1] https://www.komchadluek.net/covid-19/506174

Top URLs in Tweet in G10:
[1] https://www.healthline.com/health-news/here-are-the-states-where-covid-19-is-increasing-2

Top Domains
Top Domains in Tweet in Entire Graph:
[190] twitter.com
[80] com.br
[55] co.uk
[49] allkpop.com
[48] bit.ly
[42] gov.uk
[34] youtube.com
[34] nytimes.com
[34] nhs.uk
[32] trib.al

Top Domains in Tweet in G1:
[53] twitter.com
[45] com.br
[28] cvs.com
[18] co.uk
[17] gov.uk
[13] nhs.uk
[9] youtube.com
[9] wsj.com
[9] or.jp
[7] co.id

Top Domains in Tweet in G2:
[11] gob.ve
[3] rdnoticiasven.net
[2] venezuela-news.com
[2] redradiove.com
[1] com.ve
[1] bit.ly
[1] fusernews.com
[1] twitter.com
[1] telesurtv.net

Top Domains in Tweet in G3:
[2] weverse.io
[1] co.kr

Top Domains in Tweet in G4:
[2] howbadismybatch.com
[1] twitter.com
[1] theepochtimes.com

Top Domains in Tweet in G5:
[14] 20minutes.fr
[9] lefigaro.fr
[6] gouv.fr
[6] reuters.com
[2] sante.fr
[2] amazon.fr
[2] leparisien.fr
[1] yahoo.com
[1] francetvinfo.fr
[1] francemediasnumerique.com

Top Domains in Tweet in G6:
[1] org.uk
[1] medrxiv.org
[1] twitter.com
[1] openletter.earth
[1] scmp.com

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

Top Domains in Tweet in G8:
[1] komchadluek.net

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[285] covid19
[219] covid_19
[139] covid
[104] 44613
[88] 44615
[71] janssen
[49] coronavirus
[43] prevención
[43] 44614
[42] lacovidnoesjuego



Top Hashtags in Tweet in G1:
[71] covid19
[37] covid
[32] covid_19
[23] kesiapsiagaangpdrr
[17] coronavirus
[10] news
[10] iatos
[10] whatsapp
[9] omicron
[6] matic

Top Hashtags in Tweet in G2:
[48] 2/23/2022 12:00:00 AM
[26] prevención
[22] cuidatusalud
[21] construirpatriaesproducir
[19] patriadepaz
[14] covid_19
[12] 2/22/2022 12:00:00 AM
[6] 2/18/2022 12:00:00 AM
[6] entérate
[6] mppsp

Top Hashtags in Tweet in G3:
[32] v
[7] btsv
[4] ptd_on_stage_seoul
[4] kimtaehyung
[2] iheartawards
[2] bts
[2] btsarmy
[2] info
[1] bestmusicvideo
[1] butter

Top Hashtags in Tweet in G5:
[20] covid_19
[18] passvaccinal
[11] janssen
[9] moderna
[9] astrazeneca
[2] pfizer
[1] diabetes
[1] diabete

Top Hashtags in Tweet in G6:
[9] showusthescience
[5] longcovidkids
[1] covid19
[1] longcovid
[1] johnsonout29

Top Hashtags in Tweet in G7:
[1] ดูมันดิขอช่วยขาย
[1] domunditv
[1] viuดีที่sf
[1] sfcinema
[1] viuซีรีส์ไทย
[1] viuoriginal
[1] viuอ่านว่าวิว
[1] remember15

Top Words
Top Words in Tweet in Entire Graph:
[7010] covid
[6668] 19
[523] น
[413] positive
[357] contra
[343] today
[338] 2022
[323] vaccine
[302] dan
[297] more

Top Words in Tweet in G1:
[1156] covid
[1115] 19
[73] 2022
[72] dan
[70] #covid19
[62] more
[56] contra
[54] 12
[52] cases
[52] 11

Top Words in Tweet in G2:
[169] covid
[169] 19
[76] nicolasmaduro
[67] contra
[52] medidas
[49] salud
[48] #23feb
[47] sistema
[43] vtvcanal8
[41] propagación

Top Words in Tweet in G3:
[143] covid
[143] 19
[136] bts_twt
[88] weverse
[78] quarantine
[76] announcement
[76] fully
[76] recovered
[76] concluded
[76] today

Top Words in Tweet in G4:
[98] covid
[95] 19
[78] one
[78] mum
[77] officially
[77] removed
[77] mums
[77] death
[77] certificate
[77] investigating

Top Words in Tweet in G5:
[46] janssen
[39] vaccination
[36] français
[35] risque
[34] f_philippot
[33] covid
[31] ans
[31] 19
[29] moins
[29] divizio1

Top Words in Tweet in G6:
[68] covid
[63] thebma
[62] 19
[53] andrewgregory
[52] restrictions
[50] medical
[49] breaking
[49] british
[49] association
[49] removing

Top Words in Tweet in G7:
[226] covid
[226] 19
[154] น
[134] อ
[109] เจมส
[108] ด
[107] ขอแจ
[107] งให
[107] ทราบว
[107] า

Top Words in Tweet in G8:
[157] น
[114] ว
[114] หล
[114] 19
[74] ด
[74] บ
[74] มส
[73] breaking
[73] สธ
[73] ยกระด

Top Words in Tweet in G9:
[214] kalian
[109] yang
[108] covid
[108] 19
[107] buat
[107] belum
[107] tertular
[107] sama
[107] sekali
[107] hingga

Top Words in Tweet in G10:
[2] alshadowdancer
[2] huntersartwork
[2] 4joc1
[2] vincegottalotta
[2] ajmendez84
[2] libertyofthe2nd
[2] tallnblonde1
[2] ronfancy
[2] ghost321
[2] thepoorman95

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6393] covid,19
[282] positive,covid
[264] contra,covid
[214] อ,covid
[155] 19,vaccine
[129] tests,positive
[122] elizabeth,ii
[121] tested,positive
[119] queen,elizabeth
[116] ขอแจ,งให

Top Word Pairs in Tweet in G1:
[1072] covid,19
[47] contra,covid
[30] positive,covid
[28] 19,cases
[26] 19,vaccine
[24] covid,test
[24] test,available
[23] #covid,19
[21] 19,pandemic
[17] 19,vaccination

Top Word Pairs in Tweet in G2:
[169] covid,19
[55] contra,covid
[30] extraordinaria,jornada
[30] jornada,trabajo
[30] trabajo,sistema
[30] sistema,público
[30] público,nacional
[30] nacional,salud
[30] salud,hacer
[30] hacer,balance

Top Word Pairs in Tweet in G3:
[143] covid,19
[76] weverse,announcement
[76] announcement,bts_twt
[76] bts_twt,fully
[76] fully,recovered
[76] recovered,covid
[76] 19,quarantine
[76] quarantine,concluded
[76] concluded,today
[75] charts_k,weverse

Top Word Pairs in Tweet in G4:
[95] covid,19
[77] officially,removed
[77] removed,covid
[77] 19,mums
[77] mums,death
[77] death,certificate
[77] certificate,investigating
[77] investigating,fully
[77] fully,one
[77] one,last

Top Word Pairs in Tweet in G5:
[35] vaccination,janssen
[31] covid,19
[22] enfonçons,totalitarisme
[22] totalitarisme,sanitaire
[22] sanitaire,conditions
[22] conditions,totalement
[22] totalement,incroyables
[22] incroyables,outre
[22] outre,tension
[21] divizio1,enfonçons

Top Word Pairs in Tweet in G6:
[62] covid,19
[49] breaking,british
[49] british,medical
[49] medical,association
[49] association,thebma
[49] thebma,removing
[49] removing,restrictions
[49] restrictions,testing
[49] testing,sick
[49] sick,pay

Top Word Pairs in Tweet in G7:
[226] covid,19
[134] อ,covid
[107] ขอแจ,งให
[107] งให,ทราบว
[107] ทราบว,า
[107] น,กแสดงในส
[107] กแสดงในส,งก
[107] งก,ด
[107] ด,domundi
[107] domundi,พบเช

Top Word Pairs in Tweet in G8:
[73] breaking,สธ
[73] สธ,ยกระด
[73] ยกระด,บเต
[73] บเต,อนภ
[73] อนภ,ยโคว
[73] ยโคว,ด
[73] ด,19
[73] 19,เป
[73] เป,นระด
[73] นระด,บ

Top Word Pairs in Tweet in G9:
[108] covid,19
[107] buat,kalian
[107] kalian,yang
[107] yang,belum
[107] belum,tertular
[107] tertular,covid
[107] 19,sama
[107] sama,sekali
[107] sekali,hingga
[107] hingga,kini

Top Word Pairs in Tweet in G10:
[2] alshadowdancer,huntersartwork
[2] huntersartwork,4joc1
[2] 4joc1,vincegottalotta
[2] vincegottalotta,ajmendez84
[2] ajmendez84,libertyofthe2nd
[2] libertyofthe2nd,tallnblonde1
[2] tallnblonde1,ronfancy
[2] ronfancy,ghost321

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@bts_twt
@profesorzubairi
@domunditv
@nicolasmaduro
@sipho2000
@charts_k
@offchainon
@joshrogin
@thebma
@joeygilbertinc

Top Mentioned in G1:
@mbuddma
@blanketcrap
@gpforeducation
@cmdtevalladopac
@olivepress

Top Mentioned in G2:
@nicolasmaduro
@vtvcanal8
@ceballosichaso1
@mippcivzla
@arosteguiolga
@mirelct
@veecomineria
@williamserantes
@csstieneconque
@nahumpsuv

Top Mentioned in G3:
@bts_twt
@charts_k
@_candyclover
@bighit_music
@btsquadinfo
@bangbangtanesp_
@qg_barmys
@sunflowercharts
@vantevtaehyung
@anntubkim

Top Mentioned in G4:
@sipho2000
@joeygilbertinc
@djttracker
@mkgrn14
@sirrichardowen
@circeishere
@shorttopp

Top Mentioned in G5:
@f_philippot
@divizio1
@enmodemacaron
@fcouilbault1
@verity_france
@p_duval
@lerouxarthur10
@maxdelvallee
@fseptique
@karimamarkhodj1

Top Mentioned in G6:
@thebma
@andrewgregory
@richardhorton1
@dgurdasani1
@willhayward_nz
@davidsteadson
@cnagpaul
@jujuliagrace
@trishgreenhalgh
@sandeshgulhane

Top Mentioned in G7:
@domunditv
@jamessu_w
@welovesf

Top Mentioned in G8:
@offchainon
@sep_tember10

Top Mentioned in G9:
@profesorzubairi
@__sridiana_3va
@akunke_63

Top Mentioned in G10:
@huntersartwork
@4joc1
@vincegottalotta
@ajmendez84
@libertyofthe2nd
@tallnblonde1
@ronfancy
@ghost321
@thepoorman95
@godslightangel7

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@tomthunkitsmind
@jornalistavitor
@el_cooperante
@ptjasamarga
@kompascom
@detikcom
@berkleybearnews

Top Tweeters in G1:
@el_cooperante
@ptjasamarga
@berkleybearnews
@lacronologia
@afropages
@republikaonline
@losarticulistas
@zonamediatica
@la_iguanatv
@andyvermaut

Top Tweeters in G2:
@telesurtv
@vtvcanal8
@jcy126kerubin
@metro_caracas
@luiscarrillo66
@nellypsuvya
@mppeducacion
@elgranchuo1
@lleragonzalez
@mippcivzla

Top Tweeters in G3:
@mikrokosmos329
@__withkimtaev
@cbsjm_95
@weeb1army
@karmaisanarmy
@cutie_jimin
@booboongi
@dobclaflin
@raiane130613
@vantevtaehyung

Top Tweeters in G4:
@princessofwails
@hereiam65094900
@emeryvillebruh
@susanbe36094276
@danaruxi123
@bigredkitty7
@gregghoulden
@joyceeee77
@sophie55179587
@mjbcolorado

Top Tweeters in G5:
@madrynha2012
@lopezdominique2
@mrjumper02
@hit_monkey_
@louisem71493518
@dlfparis16
@setefrance
@jeanndanielle
@b07099405
@gerardbondeau

Top Tweeters in G6:
@alanlsg
@pash22
@cabbidges
@sweetie_tweeter
@jenemm3
@senseichanning
@yeswombat
@johnandi
@tymvirginia
@bobjlawrie

Top Tweeters in G7:
@kdsyjhklmyluv
@the1sttower
@new_loveexo
@myheartisn
@najamna2000
@anttmodx
@faiifaiiz
@_mmd960815
@primrose_exol
@33babysun

Top Tweeters in G8:
@pm2u_
@piifernlovesj
@fourtyyhjr
@realmlys
@olizenvip
@mr_jeno
@fonljae
@lppbhh
@kimmyye
@kiiploy

Top Tweeters in G9:
@marin_lucu
@amiramarlisya
@mskillersss
@xavellouds
@putricynthiaeka
@siiemak
@mhdnaulndva
@nurullmiroticc
@adiscube
@missderpdark

Top Tweeters in G10:
@thereseosulliv2
@quin4trump
@vincegottalotta
@klee34036780
@murphtoday
@abd130usa22nq
@merry_hippie
@jaybakeraz
@lostandlovinit
@chrisg409ubc


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