COVID-19, Twitter, 7/29/2022 7:57:11 AM, 279661


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COVID-19_2022-07-29_00-00-01.xlsx
COVID-19_2022-07-29_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 29, 2022
Short Description:
COVID-19 via NodeXL https://bit.ly/3Q1u8Z7
@nctdreamcenter
@tricreationth
@marklee_th
@agustinallyell1
@renjunbebe
@jeongyunonly
@fullshan_
@babyjisung_th
@wxkttna_
@beoncloud_th

Top hashtags:
#renjun
#perthnakhun
#covid_19
#covid19
#covid
#44768
#prevención
#enhypen

Description:
Description
The graph represents a network of 8,767 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 Friday, 29 July 2022 at 07:13 UTC.

The requested start date was Friday, 29 July 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 2-day, 0-hour, 16-minute period from Tuesday, 26 July 2022 at 12:01 UTC to Thursday, 28 July 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 : 8767
Unique Edges : 3420
Edges With Duplicates : 12881
Total Edges : 16301
Number of Edge Types : 5
Mentions : 1182
Retweet : 6114
MentionsInRetweet : 6694
Tweet : 2032
Replies to : 279
Self-Loops : 2068
Reciprocated Vertex Pair Ratio : 0.00218649517684887
Reciprocated Edge Ratio : 0.00436344969199179
Connected Components : 1969
Single-Vertex Connected Components : 796
Maximum Vertices in a Connected Component : 2854
Maximum Edges in a Connected Component : 6243
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.313261
Graph Density : 0.000101390314690189
Modularity : 0.511
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 8,767 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 Friday, 29 July 2022 at 07:13 UTC.

The requested start date was Friday, 29 July 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 2-day, 0-hour, 16-minute period from Tuesday, 26 July 2022 at 12:01 UTC to Thursday, 28 July 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:
[22] https://thenationalpulse.com/2022/07/22/unvaccinated-people-remain-contagious-with-covid-19-for-shorter-period-of-time/
[15] https://www.reuters.com/business/healthcare-pharmaceuticals/pfizer-reaffirms-annual-sales-forecast-covid-19-products-2022-07-28/?taid=62e27c9e69bb52000177c058&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[12] https://www.nbcnews.com/science/science-news/millions-still-sense-smell-test-covid-19-rcna40235
[12] https://www.instagram.com/p/CgjNa4VJYY2/
[12] https://pubmed.ncbi.nlm.nih.gov/35659687/
[11] https://www.theepochtimes.com/fauci-claims-he-never-recommended-covid-19-lockdowns_4625763.html
[11] https://venezuela-news.com/dia-862-pandemia-venezuela-287-nuevos-casos-por-covid-19/
[10] https://globalnews.ca/news/9019593/book-ontario-covid-vaccine-children/
[9] https://stopcensura.online/medici-neozelandesi-si-indaghi-per-omicidio-sui-decessi-causati-dal-vaccino-covid-19/
[9] https://www.zerohedge.com/covid-19/member-european-parliament-labels-covid-vaccine-coercion-worst-crime-ever-committed

Top URLs in Tweet in G1:
[10] https://globalnews.ca/news/9019593/book-ontario-covid-vaccine-children/
[7] https://naturesrealhealth.blogspot.com/2022/07/replacing-discontent-with-gratitude.html
[5] https://www.nbcnews.com/science/science-news/millions-still-sense-smell-test-covid-19-rcna40235
[4] https://www.zerohedge.com/covid-19/member-european-parliament-labels-covid-vaccine-coercion-worst-crime-ever-committed
[3] https://www.wired.com/story/these-vaccines-will-take-aim-at-covid-and-its-entire-sars-lineage/
[3] http://www.mpf.mp.br/pe/sala-de-imprensa/noticias-pe/covid-19-descumprimento-de-liminar-pelo-estado-de-pernambuco-e-alvo-de-manifestacao-do-mpf
[3] https://www.breitbart.com/politics/2022/07/28/republicans-new-jersey-gov-phil-murphy-used-covid-19-funds-intended-for-americans-to-pay-illegal-aliens/
[3] https://conexaopb.com.br/noticias.php?id=41841
[2] https://nation.cymru/news/wales-covid-19-inquiry/
[2] https://www.mass.gov/lists/protect-yourself-your-family-and-your-community-from-covid-19-flier

Top URLs in Tweet in G8:
[7] https://venezuela-news.com/dia-862-pandemia-venezuela-287-nuevos-casos-por-covid-19/
[3] https://www.vtv.gob.ve/dia-862-lucha-contra-covid-25072022/
[2] https://www.youtube.com/watch?v=-Tm6HyIHqKA&feature=youtu.be

[2] https://www.vtv.gob.ve/dia-864-lucha-contra-covid-27072022/
[2] https://rnv.gob.ve/prensa/?p=346605
[2] https://www.laiguana.tv/articulos/1068098-venezuela-casos-covid-19-16/
[2] https://venezuela-news.com/dia-863-de-pandemia-en-venezuela-184-nuevos-casos-por-covid-19/
[1] https://www.dailymotion.com/video/x8coh0z
[1] https://www.vtv.gob.ve/dia-861-lucha-contra-covid-2/
[1] https://www.dailymotion.com/video/x8cpae5

Top URLs in Tweet in G9:
[1] https://childrenshealthdefense.org/defender/vaccine-injury-cover-up-covid-vaccination/
[1] https://childrenshealthdefense.org/defender/toddler-covid-vaccines-fda-eua-wall-street-journal/
[1] https://childrenshealthdefense.org/defender/parent-survey-covid-vaccine-young-kids/
[1] https://findothers.com/campaign/families-fighting-for-a-uk-bespoke-compensation-sc
[1] https://twitter.com/TheRadicalShow/status/1551240798481555457
[1] https://www.nrscotland.gov.uk/statistics-and-data/statistics/statistics-by-theme/vital-events/general-publications/weekly-and-monthly-data-on-births-and-deaths/deaths-involving-coronavirus-covid-19-in-scotland/archive
[1] https://globalnews.ca/news/8949756/canada-covid-19-response-study/
[1] https://www.hopkinsmedicine.org/health/conditions-and-diseases/coronavirus/covid-19-vaccines-myth-versus-fact
[1] https://www.healthline.com/health-news/paxlovid-whos-eligible-and-how-to-get-pfizers-covid-19-antiviral-drug
[1] https://cepi.net/news_cepi/bill-melinda-gates-foundation-and-wellcome-pledge-300-million-to-cepi-to-fight-covid-19-and-combat-threat-of-future-pandemics/

Top URLs in Tweet in G10:
[3] https://toronto.ctvnews.ca/covid-19-vaccine-bookings-for-babies-and-toddlers-set-to-open-in-ontario-1.6005440
[2] https://www.ctvnews.ca/health/coronavirus/ontario-becomes-the-first-province-to-list-fluvoxamine-as-a-covid-19-treatment-to-consider-1.5717489?cid=sm:trueanthem:ctvnews:twittermanualpost&taid=61c3cf3bd486670001082803&utm_campaign=trueAnthem:+New+Content+(Feed)&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/studies-suggest-covid-19-likely-emerged-from-wuhan-market-1.6003139?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=62e0e5fb1eb722000167e9ab&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/video?clipId=2492053&taid=62e26c61020f2f00012662fe&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/project-tracking-covid-19-in-canadian-long-term-care-homes-pauses-due-to-lack-of-data-1.6005405
[2] https://saskatoon.ctvnews.ca/prairieland-park-covid-19-vaccine-clinic-to-close-permanently-1.6001713?cid=sm%3Atrueanthem%3Actvregina%3Apost&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://doi.org/10.1038/S41586-022-05128-8
[2] https://medicalxpress.com/news/2022-07-covid-energy-flagging-immune-cells.html
[2] https://www.nature.com/articles/d41586-022-02036-9?utm_term=Autofeed&utm_campaign=nature&utm_medium=Social&utm_source=Twitter#Echobox=1658849290
[2] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2790742

Top Domains
Top Domains in Tweet in Entire Graph:
[135] twitter.com
[39] com.br
[36] zerohedge.com
[32] cnn.com
[29] bit.ly
[27] reuters.com
[24] com.au
[24] thenationalpulse.com
[24] com.tr
[22] ctvnews.ca

Top Domains in Tweet in G1:
[47] twitter.com
[23] com.br
[12] cnn.com
[12] globalnews.ca
[11] msn.com
[9] blogspot.com
[8] zerohedge.com
[7] co.id
[6] co.uk
[5] reuters.com

Top Domains in Tweet in G8:
[10] venezuela-news.com
[9] gob.ve
[3] youtube.com
[3] dailymotion.com
[2] laiguana.tv
[1] elsevier.com
[1] bit.ly
[1] paho.org

Top Domains in Tweet in G9:
[3] childrenshealthdefense.org
[1] findothers.com
[1] twitter.com
[1] gov.uk
[1] globalnews.ca
[1] hopkinsmedicine.org
[1] healthline.com
[1] cepi.net
[1] fxn.ws
[1] riotimesonline.com

Top Domains in Tweet in G10:
[14] ctvnews.ca
[7] nature.com
[4] wsj.com
[3] twitter.com
[2] doi.org
[2] medicalxpress.com
[2] jamanetwork.com
[2] covid19-sciencetable.ca
[2] latimes.com
[1] webmd.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[904] renjun
[490] perthnakhun
[212] covid_19
[172] covid19
[167] covid
[86] 44768
[85] prevención
[83] enhypen
[80] 엔하이픈
[65] nctdream



Top Hashtags in Tweet in G1:
[53] covid
[42] covid19
[23] covid_19
[9] coronavirus
[8] vaccine
[5] news
[4] 7/27/2022 12:00:00 AM
[4] factcheckersteam
[4] suivezlemouvement
[3] 7/26/2022 12:00:00 AM

Top Hashtags in Tweet in G2:
[752] renjun
[3] nctdream
[2] mark

Top Hashtags in Tweet in G3:
[21] renjun
[3] nctdream

Top Hashtags in Tweet in G4:
[486] perthnakhun
[1] tricreationth
[1] renjun

Top Hashtags in Tweet in G5:
[12] renjun
[1] 런쥔
[1] 仁俊
[1] nctdream

Top Hashtags in Tweet in G6:
[70] renjun

Top Hashtags in Tweet in G7:
[33] renjun

Top Hashtags in Tweet in G8:
[85] prevención
[40] envideo
[40] 7/26/2022 12:00:00 AM
[28] puebloenuniónnacional
[13] 68añosenelcorazóndelpueblo
[7] sabíasque
[5] 455añosdecaracas
[5] juventuduniversitaria
[5] 7/28/2022 12:00:00 AM
[3] covid19

Top Hashtags in Tweet in G9:
[1] internationalcriminalcourt
[1] icc
[1] billgates
[1] fauci
[1] borisjohnson
[1] tedros
[1] vaccine
[1] klausschwab
[1] worldeconomicforum

Top Hashtags in Tweet in G10:
[2] immunecells
[2] covid19
[2] medicine
[1] unibonn
[1] epidemiology
[1] research
[1] medical
[1] nursing
[1] covid
[1] seniors

Top Words
Top Words in Tweet in Entire Graph:
[8045] covid
[7736] 19
[1973] dream
[1533] nct
[1457] tested
[1417] positive
[1399] อ
[1275] 220727
[1274] tour
[1222] ร

Top Words in Tweet in G1:
[767] 19
[758] covid
[74] vaccine
[53] #covid
[49] pandemic
[48] more
[44] cases
[42] health
[42] #covid19
[40] casos

Top Words in Tweet in G2:
[826] covid
[826] 19
[822] positive
[802] tested
[797] self
[794] quarantine
[780] dream
[757] currently
[757] nct
[754] meanwhile

Top Words in Tweet in G3:
[885] อ
[746] ก
[568] covid
[568] 19
[547] นจว
[535] 29
[535] 31
[533] ดข
[532] เหร
[532] จะจ

Top Words in Tweet in G4:
[974] covid
[974] 19
[487] ร
[486] ประกาศสถานการณ
[486] ของน
[486] กแสดง
[486] เพ
[486] ธ
[486] นค
[486] ณ

Top Words in Tweet in G5:
[651] dream
[343] อ
[343] covid
[343] 19
[332] นจว
[329] 220727
[329] ร
[329] ต
[329] nct
[329] tour

Top Words in Tweet in G6:
[496] untuk
[368] covid
[368] 19
[306] hari
[306] ini
[298] renjun
[298] dan
[295] tds
[295] cancel
[263] positif

Top Words in Tweet in G7:
[317] covid
[317] 19
[299] positive
[299] self
[276] renjun
[276] tested
[273] nct
[273] currently
[240] schedules
[240] imemdiately

Top Words in Tweet in G8:
[297] covid
[286] 19
[140] vtvcanal8
[131] contra
[122] venezuela
[85] #prevención
[83] casos
[81] nuevos
[76] día
[72] bioseguridad

Top Words in Tweet in G9:
[28] covid
[26] 19
[20] vaccines
[18] robertkennedyjr
[17] people
[17] injured
[17] children
[16] deaths
[12] vaccination
[11] realize

Top Words in Tweet in G10:
[130] covid
[114] 19
[37] cases
[33] hit
[29] angeles
[28] international
[28] airport
[28] 400
[28] confirmed
[28] transportation

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7513] covid,19
[1358] positive,covid
[1286] tested,positive
[1253] nct,dream
[1221] dream,tour
[1038] อ,covid
[957] self,quarantine
[894] 220727,#renjun
[892] 19,currently
[886] currently,self

Top Word Pairs in Tweet in G1:
[701] covid,19
[58] 19,vaccine
[47] #covid,19
[37] 19,pandemic
[34] fort,detrick
[24] positive,covid
[23] contra,covid
[23] 19,vaccines
[22] casos,covid
[14] nuvaxovid,covid

Top Word Pairs in Tweet in G2:
[826] covid,19
[822] positive,covid
[802] tested,positive
[794] self,quarantine
[754] 19,currently
[754] currently,self
[754] quarantine,meanwhile
[754] meanwhile,nct
[754] nct,dream
[754] dream,tour

Top Word Pairs in Tweet in G3:
[568] covid,19
[547] อ,covid
[535] 29,31
[532] เหร,นจว
[532] จะจ,ดข
[325] คอนเส,ร
[323] และจะค,นเง
[322] นจว,นม
[322] นม,ผลตรวจเช
[322] ผลตรวจเช,อ

Top Word Pairs in Tweet in G4:
[974] covid,19
[486] ประกาศสถานการณ,covid
[486] 19,ของน
[486] ของน,กแสดง
[486] กแสดง,เพ
[486] เพ,ร
[486] ร,ธ
[486] ธ,นค
[486] นค,ณ
[486] ณ,announcement

Top Word Pairs in Tweet in G5:
[343] covid,19
[332] อ,covid
[329] nct,dream
[329] dream,tour
[321] dream,show
[318] trans,220727
[318] 220727,ค
[318] ค,ณเหร
[318] ณเหร,นจว
[318] นจว,นได

Top Word Pairs in Tweet in G6:
[368] covid,19
[252] positif,covid
[248] renjun,positif
[248] 19,dan
[248] dan,konser
[248] konser,tds
[248] tds,untuk
[248] untuk,hari
[248] hari,nanti
[248] nanti,untuk

Top Word Pairs in Tweet in G7:
[317] covid,19
[299] positive,covid
[276] tested,positive
[243] renjun,tested
[240] nct,renjun
[240] 19,schedules
[240] schedules,imemdiately
[240] imemdiately,suspended
[240] suspended,currently
[240] currently,under

Top Word Pairs in Tweet in G8:
[286] covid,19
[129] contra,covid
[80] 19,venezuela
[71] vtvcanal8,#prevención
[69] últimas,24
[69] 24,horas
[63] medidas,bioseguridad
[57] lucha,contra
[45] #prevención,uso
[45] uso,adecuado

Top Word Pairs in Tweet in G9:
[26] covid,19
[14] 19,vaccines
[11] people,injured
[11] injured,covid
[11] vaccines,realize
[11] realize,pretense
[11] pretense,vaccination
[11] vaccination,injuries
[11] injuries,deaths
[10] robertkennedyjr,people

Top Word Pairs in Tweet in G10:
[114] covid,19
[28] hit,angeles
[28] angeles,international
[28] international,airport
[28] airport,400
[28] 400,confirmed
[28] confirmed,cases
[28] cases,transportation
[28] transportation,security
[26] latimes,covid

Top Replied-To
Top Replied-To in Entire Graph:
@danceiskeyyaho1
@doggunn
@gbnews
@ladyonorato
@regulaanates
@profmiketoole
@potus
@nicolasberrod
@gilleswell
@jonathanhannah

Top Replied-To in G1:

Top Replied-To in G2:
@_nnjaemx

Top Replied-To in G8:
@conadecafrove

Top Replied-To in G9:
@gbnews
@pennydykstra1
@lostpilgrimusa
@tuckercarlson
@sjefvugt
@foxnews
@nicvis4
@michaelpbreton
@alangolds
@jackposobiec

Top Replied-To in G10:
@johngyounger1
@covid19critical
@gidmk

Top Mentioned
Top Mentioned in Entire Graph:
@nctdreamcenter
@tricreationth
@marklee_th
@renjunbebe
@fullshan_
@jeongyunonly
@babyjisung_th
@vtvcanal8
@beoncloud_th
@enhypen_members

Top Mentioned in G1:
@wulitoni
@elimparcialtlax
@joycebruns
@raumunz
@tunisietravail
@cablenoticias
@monkeypoxx
@drml350phd
@wallstreeteasy
@masao_sakuraba

Top Mentioned in G2:
@nctdreamcenter
@hrjvisual
@23jellies
@fullshan_
@nctsmtown_dream
@jenrendays
@jeongyunonly
@renjeonah
@berryzennie_s1

Top Mentioned in G3:
@marklee_th
@babyjisung_th
@nctdreamcenter
@jaeminpeach_th
@renjunbebe

Top Mentioned in G4:
@tricreationth
@nctdreamcenter
@marklee_th

Top Mentioned in G5:
@renjunbebe
@nctdreamcenter
@marklee_th
@babyjisung_th

Top Mentioned in G6:
@fullshan_
@nctdreamcenter
@leejeno_idn
@nctyzenbase
@marklee_idn
@jeongyunonly

Top Mentioned in G7:
@jeongyunonly
@nctdreamcenter
@renjeonah
@fullshan_
@ex9thoughts
@hrjvisual
@babyjisung_th
@leejeno_idn

Top Mentioned in G8:
@vtvcanal8
@gabrielasjr
@maurismarl
@nicolasmaduro
@1ciariochico1
@gochita_bella
@lavozdelsur_1
@delcyrodriguezv
@brigadaschch
@conadecafrove

Top Mentioned in G9:
@robertkennedyjr
@maajidnawaz
@gbnews
@realandyleeshow
@jackposobiec
@vibuk1
@p_mcculloughmd
@joe_warmington
@mkeulemans
@foxnews

Top Mentioned in G10:
@latimes
@wsj
@webmd
@kdurquiza
@ctvnews
@nature
@cdcgov
@wsjhealth
@gidmk
@nationalnurses

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@ptjasamarga
@detikcom
@recitesocial
@zyitegadgets
@tommybrain
@okezonenews
@iacobellist
@republikaonline
@gambiste1

Top Tweeters in G1:
@ptjasamarga
@zyitegadgets
@tommybrain
@okezonenews
@iacobellist
@republikaonline
@crweworld
@poandpo
@radioelshinta
@venezolanonews

Top Tweeters in G2:
@marrynmoon
@ttorineii
@twnsunflower
@markbam1806
@dmbux
@bmnqx
@parjiraporn
@chabee44
@pilthedays_
@s_s9716

Top Tweeters in G3:
@saibrabra
@enjoy_13
@inkka_tako
@hh_teetyeh
@nanpaninan
@luviskimlee
@myaftermach
@noeyhonee
@bminnminn
@junnycb94

Top Tweeters in G4:
@jenoker_
@som_panan
@noonathty
@_im101145
@nacky19
@_forinterline
@cl00maza
@fernyjhy
@_tarnhh
@pookpatty

Top Tweeters in G5:
@orangelilblue
@bubblebeeex
@faiitnt
@bbnstt
@kimdoublejay
@xj9020
@minijmjk
@chocokim96
@_bibbidiboo
@jii_jee

Top Tweeters in G6:
@rinshiawaself
@nvavandaa
@nceyet
@springmagu
@jiehyuck
@sitinurul_soniq
@nctyzenbase
@pearlaquaaaaa
@qisthiii_e
@youngjae1722

Top Tweeters in G7:
@peachbubujy
@nonoisgood
@yeolsoo_1261
@ebyct
@_ballablencii_
@hoondoongie
@jjicheol
@spahrkling
@qnuya
@miraa0201

Top Tweeters in G8:
@la_iguanatv
@vtvcanal8
@noticierovv
@rnvinformativa
@gipsygastello
@mercede073
@gnb_pueblo
@adrianmarquez63
@nicolasmaduro
@agencia_vn

Top Tweeters in G9:
@foxnews
@sqirlgirly
@joe_warmington
@jackposobiec
@eugene_scott
@rupasubramanya
@michaelpbreton
@linmagic
@ggreenwald
@encantamiento2

Top Tweeters in G10:
@latimes
@thasupernegro
@_kingofthehill1
@wsj
@hubbucket
@dontcallmeshan
@ctvnews
@unclemuley
@myp_chicago
@parvez1


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