NCoV, Twitter, 2/9/2023 11:50:22 AM, 288984


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NCoV_2023-02-09_03-28-17.xlsx
NCoV_2023-02-09_03-28-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 09, 2023
Short Description:
NCoV via NodeXL https://bit.ly/3x9buHv
@aaronsirisg
@cdcgov
@_2019_ncov
@rwmalonemd
@aungkanspace
@tuatwit
@healthbyjames
@alexander_tin
@profidokamdphd
@090_0655

Top hashtags:
#covid19
#新型コロナウイルス感染症情報
#covid_19
#코로나19
#예방접종
#練馬区
#longcovid
#疫情防控
#covid
#coronavirus

Description:
Description
The graph represents a network of 5,300 Twitter users whose recent tweets contained "NCoV", 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 11:32 UTC.

The tweets in the network were tweeted over the 1121-day, 9-hour, 50-minute period from Tuesday, 14 January 2020 at 15:00 UTC to Thursday, 09 February 2023 at 00:51 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 : 5300
Unique Edges : 3500
Edges With Duplicates : 11430
Total Edges : 14930
Number of Edge Types : 9
MentionsInReplyTo : 4461
Replies to : 1707
Retweet : 3431
MentionsInRetweet : 4276
Tweet : 578
Mentions : 182
Quote : 55
MentionsInQuote : 129
MentionsInQuoteReply : 111
Self-Loops : 957
Reciprocated Vertex Pair Ratio : 0.0470079508997071
Reciprocated Edge Ratio : 0.089794830802025
Connected Components : 491
Single-Vertex Connected Components : 164
Maximum Vertices in a Connected Component : 3486
Maximum Edges in a Connected Component : 10058
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.289527
Graph Density : 0.000267262958123106
Modularity : 0.470963
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,300 Twitter users whose recent tweets contained "NCoV", 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 2/8/2023 5:00:34 PM. The network was obtained from Twitter on Thursday, 09 February 2023 at 11:32 UTC.

The tweets in the network were tweeted over the 1121-day, 9-hour, 50-minute period from Tuesday, 14 January 2020 at 15:00 UTC to Thursday, 09 February 2023 at 00:51 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 : NCoV
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:
[330] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html#saishin
[94] https://www.pref.chiba.lg.jp/kenfuku/kansenshou/ncov/kansen-shiyo-sihyou.html
[78] https://www.pref.hiroshima.lg.jp/site/2019-ncov/#status
[69] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/how-they-work.html
[67] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[63] https://www.cdc.gov/coronavirus/2019-ncov/your-health/isolation.html
[60] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/stay-up-to-date.html
[40] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html
[39] http://www.sandiegocounty.gov/content/sdc/hhsa/programs/phs/community_epidemiology/dc/2019-nCoV/vaccines.html
[39] https://twitter.com/profidokamdphd/status/1623049392784801792/photo/1

Top URLs in Tweet in G1:
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/how-they-work.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/faq.html
[2] https://twitter.com/TLAVagabond/status/1621204548336451589/photo/1
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/stay-up-to-date.html
[2] https://twitter.com/TLAVagabond/status/1621205522350227456/photo/1
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/reporting-systems.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/testing-in-us.html
[1] https://twitter.com/Heidi559Heidi/status/1315748733976547328/photo/1
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/respirators-strategy/index.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fhcp%2Frespirators-strategy%2Fcrisis-alternate-strategies.html
[1] https://www.cdc.gov/niosh/npptl/pdfs/N95-Infographic-REACH-II-508.pdf

Top URLs in Tweet in G2:
[10] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/stay-up-to-date.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/need-extra-precautions/people-with-medical-conditions.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/burden.html
[2] https://www.youtube.com/watch?v=eNtDtnofuL4&t=26s

[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/effectiveness/why-measure-effectiveness/breakthrough-cases.html#:~:text=When%20people%20who%20are%20vaccinated,COVID%2D19%20to%20other%20people
[2] https://www.nytimes.com/2023/01/30/us/politics/biden-covid-public-health-emergency.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/effectiveness/why-measure-effectiveness/breakthrough-cases.html

Top URLs in Tweet in G3:
[9] https://lecrabeinfo.net/dns-jumper-changer-les-dns-de-windows-en-un-clic.html
[6] https://www.gavi.org/vaccineswork/nasal-vaccines-promise-stop-covid-19-virus-it-gets-lungs-immunologist-explains-how
[4] https://twitter.com/askingnc/status/1622558366420865026/photo/1
[4] https://twitter.com/Martine0902/status/1622346419016290305/photo/1
[2] https://pgibertie.com/2023/02/07/echec-des-vaccins-covid-et-grippe-les-incroyables-aveux-dantony-fauci-il-a-seulement-trois-ans-de-retard-sur-didier-raoult/
[2] https://twitter.com/Dover63A/status/1622859892057833472?t=IUQm9PJI2eIq023Et31gCA&s=19
[2] https://twitter.com/guillaume46/status/1622170354125783040/photo/1
[2] https://twitter.com/83Poppins/status/1622671050067648516/photo/1
[2] https://twitter.com/83Poppins/status/1622901622551597056/photo/1
[2] https://www.dailymotion.com/video/x1adv65

Top URLs in Tweet in G4:
[15] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/stay-up-to-date.html
[8] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[6] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/your-health/covid-by-county.html
[6] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html#saishin
[5] https://tools.cdc.gov/api/embed/downloader/download.asp?m=404952&c=413966
[4] https://twitter.com/blurmyu/status/1622197376336433154/photo/1
[4] https://twitter.com/blurmyu/status/1622527846735577088/photo/1
[4] https://twitter.com/blurmyu/status/1621860073286045696/photo/1
[4] https://twitter.com/blurmyu/status/1622916600461664256/photo/1

Top URLs in Tweet in G5:
[48] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/how-they-work.html
[25] https://ncov.kdca.go.kr/
[9] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/bivalent-boosters.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[2] https://ncov.kdca.go.kr
[1] https://www.publichealthontario.ca/-/media/documents/ncov/epi/covid-19-aefi-report.pdf?sc_lang=en
[1] https://twitter.com/healthbyjames/status/1622323355641647106/photo/1
[1] https://twitter.com/healthbyjames/status/1622137421415456769/photo/1

Top URLs in Tweet in G6:
[60] https://www.cdc.gov/coronavirus/2019-ncov/your-health/isolation.html
[38] http://www.sandiegocounty.gov/content/sdc/hhsa/programs/phs/community_epidemiology/dc/2019-nCoV/vaccines.html
[38] https://twitter.com/profidokamdphd/status/1623049392784801792/photo/1
[2] https://www.pref.hiroshima.lg.jp/site/2019-ncov/omicron.html#kansenjyoukyou
[1] https://twitter.com/morilyn1123/status/1620613712477581312/photo/1
[1] https://twitter.com/morilyn1123/status/1617684696959418368/photo/1
[1] https://twitter.com/triangle24/status/1623122703111819265/photo/1
[1] https://twitter.com/nhk_news/status/1623060036967882762
[1] https://www.aviationwire.jp/archives/270189
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2502-idsc/iasr-in/9930-488d01.html

Top URLs in Tweet in G7:
[324] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html#saishin
[93] https://www.pref.chiba.lg.jp/kenfuku/kansenshou/ncov/kansen-shiyo-sihyou.html
[19] https://www.pref.chiba.lg.jp/kenfuku/kansenshou/ncov/kansen-shiyo-sihyou.html#suii
[7] https://www.pref.ibaraki.jp/hokenfukushi/yobo/kiki/yobo/kansen/idwr/information/other/documents/20220202_yuusen.html
[2] https://twitter.com/ooaminavi/status/1621298221619499008/photo/1
[2] https://twitter.com/ooaminavi/status/1621689432490524672/photo/1
[2] https://twitter.com/ooaminavi/status/1622360649287479296/photo/1
[2] https://twitter.com/ooaminavi/status/1622722685477490688/photo/1
[2] https://twitter.com/ooaminavi/status/1622721377878016000/photo/1
[2] https://twitter.com/ooaminavi/status/1623092009333583873/photo/1

Top URLs in Tweet in G8:
[3] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/animals.html
[1] https://twitter.com/ahrehead/status/1623034974621564928
[1] https://www.southernminn.com/faribault_daily_news/opinion/the-cdc-changed-its-definition-of-vaccine-what-does-that-tell-us/article_973a7722-2c68-5835-b12a-936a807e091d.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/your-health/isolation.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fyour-health%2Fquarantine-isolation.html
[1] https://twitter.com/EHHDHealth/status/1623402241712611328/photo/1
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/how-they-work.html
[1] https://twitter.com/Godslightangel7/status/1621855727319932928/photo/1

Top URLs in Tweet in G9:
[4] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[1] https://www.sandiegocounty.gov/content/sdc/hhsa/programs/phs/community_epidemiology/dc/2019-nCoV/face-coverings.html
[1] https://twitter.com/popjump/status/1620929373250678786/photo/1
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/stay-up-to-date.html#novavax-18-and-older
[1] https://twitter.com/Kathmarval/status/1623462729842323458/photo/1
[1] https://rumble.com/v27vnry--new-dr.-paul-offit-says-there-is-a-causal-link-between-vaccination-and-myo.html?fbclid=IwAR3TRnDkxzWjvIrPluGR7if9ROfeS2k1hMfCXVbSKRlBw1qvY-mOFYkoJJY
[1] https://www.who.int/docs/default-source/coronaviruse/situation-reports/20200130-sitrep-10-ncov.pdf
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/overview-COVID-19-vaccines.html#mrna
[1] https://www.mcgill.ca/oss/article/covid-19-medical-critical-thinking/evidence-shows-masks-work

Top URLs in Tweet in G10:
[9] https://www.minsal.cl/nuevo-coronavirus-2019-ncov/casos-confirmados-en-chile-sars-covid-19/
[1] https://twitter.com/ministeriosalud/status/1623320846382075906/photo/1
[1] https://twitter.com/ministeriosalud/status/1621149417872187392/photo/1
[1] https://twitter.com/ministeriosalud/status/1621508812451479552/photo/1
[1] https://twitter.com/ministeriosalud/status/1622233628036972544/photo/1
[1] https://twitter.com/ministeriosalud/status/1622621323389272064/photo/1
[1] https://twitter.com/ministeriosalud/status/1622959839591661568/photo/1
[1] https://twitter.com/ministeriosalud/status/1621876618267344898/photo/1
[1] https://twitter.com/ministeriosalud/status/1618251296443895808/photo/1
[1] https://twitter.com/ministeriosalud/status/1620784515320000518/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[813] twitter.com
[801] cdc.gov
[344] ibaraki.jp
[225] lg.jp
[57] recombinomics.co
[51] tokyo.jp
[49] go.jp
[45] who.int
[45] publichealthontario.ca
[41] sandiegocounty.gov

Top Domains in Tweet in G1:
[16] cdc.gov
[7] twitter.com
[2] fda.gov
[1] whitehouse.gov
[1] co.uk

Top Domains in Tweet in G2:
[51] cdc.gov
[29] twitter.com
[3] flutrackers.com
[2] youtube.com
[2] nytimes.com
[1] publichealthontario.ca
[1] pagefreezer.com
[1] knowplango.com
[1] archive.org
[1] howsyourair.com

Top Domains in Tweet in G3:
[135] twitter.com
[9] lecrabeinfo.net
[7] cdc.gov
[6] gavi.org
[5] youtube.com
[3] pgibertie.com
[3] dailymotion.com
[3] threadreaderapp.com
[3] harvard.edu
[2] odysee.com

Top Domains in Tweet in G4:
[114] cdc.gov
[111] twitter.com
[57] recombinomics.co
[13] lg.jp
[12] ibaraki.jp
[10] go.jp
[8] publichealthontario.ca
[7] co.jp
[6] who.int
[5] nih.gov

Top Domains in Tweet in G5:
[76] cdc.gov
[27] go.kr
[15] twitter.com
[1] publichealthontario.ca
[1] substack.com
[1] nature.com
[1] phillyvoice.com
[1] thelancet.com
[1] ourworldindata.org
[1] jhu.edu

Top Domains in Tweet in G6:
[60] cdc.gov
[43] twitter.com
[38] sandiegocounty.gov
[2] lg.jp
[1] aviationwire.jp
[1] go.jp
[1] or.jp

Top Domains in Tweet in G7:
[332] ibaraki.jp
[114] lg.jp
[21] twitter.com

Top Domains in Tweet in G8:
[7] cdc.gov
[3] twitter.com
[1] southernminn.com

Top Domains in Tweet in G9:
[13] cdc.gov
[3] twitter.com
[1] sandiegocounty.gov
[1] rumble.com
[1] who.int
[1] mcgill.ca
[1] stanford.edu
[1] publichealthontario.ca
[1] tandfonline.com
[1] pnas.org

Top Domains in Tweet in G10:
[9] minsal.cl
[9] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[384] covid19
[324] 新型コロナウイルス感染症情報
[237] covid_19
[23] 코로나19
[23] 예방접종
[19] 練馬区
[18] longcovid
[15] 疫情防控
[15] covid
[14] coronavirus



Top Hashtags in Tweet in G1:
[2] covid19
[1] cdc
[1] cowards
[1] accountability
[1] stoptheshotsnow

Top Hashtags in Tweet in G2:
[306] covid19
[2] saludtues
[1] travel
[1] cdc
[1] internationaltravel
[1] getvaccinated
[1] maskup
[1] knowplango
[1] co2
[1] healthiernj

Top Hashtags in Tweet in G3:
[7] covid_19
[5] pfizer
[5] moderna
[3] covid
[2] biolabs
[2] oms
[1] resetwoke
[1] dématérialisation
[1] déconstruction
[1] obama

Top Hashtags in Tweet in G4:
[34] covid19
[15] 疫情防控
[4] coronavirus
[4] sarscov2
[4] cdc
[4] death
[3] covid
[3] vaccines
[3] ncov
[3] pfecolleague

Top Hashtags in Tweet in G5:
[23] 코로나19
[23] 예방접종
[11] 기초접종
[7] 동절기추가접종
[7] 백신
[7] 방역
[7] 안전하고_건강한_새로운일상
[7] 질병관리청
[7] 질병청
[7] kdca

Top Hashtags in Tweet in G6:
[1] nhk_news

Top Hashtags in Tweet in G7:
[324] 新型コロナウイルス感染症情報
[8] 千葉県庁

Top Hashtags in Tweet in G8:
[2] covid19
[1] precautions
[1] isolation
[1] stopthespread

Top Hashtags in Tweet in G9:
[1] maskswork

Top Hashtags in Tweet in G10:
[230] covid_19

Top Words
Top Words in Tweet in Entire Graph:
[1760] covid
[1462] cdc
[1314] 19
[1107] aaronsirisg
[1094] vaccination
[778] spike
[773] protein
[764] mrna
[757] harmless
[750] use

Top Words in Tweet in G1:
[1099] cdc
[1091] aaronsirisg
[745] protein
[745] spike
[744] harmless
[698] vaccination
[697] use
[697] once
[697] cells
[696] mrna

Top Words in Tweet in G2:
[873] covid
[680] cdcgov
[628] 19
[369] month
[349] longer
[349] over
[347] alexander_tin
[347] predicting
[345] hospitalizations
[344] decrease

Top Words in Tweet in G3:
[649] _2019_ncov
[110] c'est
[106] ce
[91] plus
[84] ils
[60] sont
[58] mais
[56] ça
[53] être
[47] 83poppins

Top Words in Tweet in G4:
[192] covid
[115] 19
[83] ncov
[73] 2019
[64] cases
[62] deaths
[57] increase
[57] inc
[57] recombinomics
[42] 1人

Top Words in Tweet in G5:
[85] healthbyjames
[68] covid
[64] 19
[54] vaccines
[48] myocarditis
[48] work
[48] urgent
[46] 병상
[46] 보유병상
[46] 가용병상

Top Words in Tweet in G6:
[86] triangle24
[59] 米cdcも感染者のマスク着用は変更してないと思います
[58] sixailes
[38] 19
[38] county
[38] diego
[38] find
[38] hospitalizations
[38] vaccination
[38] san

Top Words in Tweet in G7:
[339] co
[324] 検査前で症状がある方
[324] qnzux8c1z3
[324] 本日の新規陽性者数
[324] #新型コロナウイルス感染症情報
[324] うち重症者
[324] 詳細
[324] 本日の死亡者
[324] 現在の入院者数
[317] ibaraki_kouhou

Top Words in Tweet in G8:
[12] rosegar17673310
[10] mistressredwasp
[10] digimalice
[10] vincegottalotta
[8] stupidmaggats
[8] ziggywilde
[8] dickchibbles556
[8] __teekeemon
[8] freedqben
[8] wokeninjaet

Top Words in Tweet in G9:
[19] jennyerikson
[12] masks
[10] 2020
[10] work
[9] study
[9] monstercoyliar
[9] clear
[8] masking
[8] san
[8] update

Top Words in Tweet in G10:
[460] casos
[230] fallecidos
[230] activos
[230] nuevos
[230] registrados
[230] #covid_19
[230] informe
[230] diario
[230] 63
[228] febrero

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1242] covid,19
[768] spike,protein
[749] aaronsirisg,cdc
[706] vaccination,mrna
[706] considers,spike
[706] muscle,cells
[706] cells,once
[706] enter,muscle
[706] harmless,vaccination
[706] inside,use

Top Word Pairs in Tweet in G1:
[745] spike,protein
[740] aaronsirisg,cdc
[696] mrna,enter
[696] vaccination,mrna
[696] cdc,considers
[696] considers,spike
[696] cells,once
[696] once,inside
[696] protein,harmless
[696] enter,muscle

Top Word Pairs in Tweet in G2:
[628] covid,19
[344] hospitalizations,decrease
[344] decrease,over
[344] 19,hospitalizations
[343] predicting,covid
[343] coming,month
[343] longer,predicting
[343] over,coming
[343] cdcgov,longer
[342] month,remai

Top Word Pairs in Tweet in G3:
[27] gaz,tur
[27] sang,gaz
[27] quie,petrole
[27] tremblement,terre
[27] tur,quie
[27] machine,tremblement
[27] sismique,réveille
[27] terre,l'arme
[27] petrole,sy
[27] réveille,bon

Top Word Pairs in Tweet in G4:
[106] covid,19
[73] 2019,ncov
[57] cases,increase
[57] covid,cases
[57] recombinomics,inc
[57] ncov,recombinomics
[20] 19,vaccines
[17] learn,more
[15] #疫情防控,#covid19
[14] 19,vaccine

Top Word Pairs in Tweet in G5:
[57] covid,19
[49] 19,vaccines
[47] vaccines,work
[46] 병상,가동률
[45] work,short
[45] short,summary
[45] summary,myocarditis
[45] urgent,covid
[44] healthbyjames,urgent
[34] 보유병상,565개

Top Word Pairs in Tweet in G6:
[59] triangle24,米cdcも感染者のマスク着用は変更してないと思います
[58] sixailes,triangle24
[38] covid,19
[38] county,covid
[38] find,vaccination
[38] diego,county
[38] vaccination,site
[38] hospitalizations,find
[38] san,diego
[38] 19,hospitalizations

Top Word Pairs in Tweet in G7:
[324] 詳細,co
[324] qnzux8c1z3,検査前で症状がある方
[324] co,qnzux8c1z3
[317] ibaraki_kouhou,#新型コロナウイルス感染症情報
[151] 検査前で症状がある方,検査で陽性と
[117] 検査前で症状がある方,検査で陽
[106] の新型コロナウイルス感染症の情報,新規感染者数
[103] 15名,本日の死亡者
[103] うち重症者,15名
[101] 本日の死亡者,3名

Top Word Pairs in Tweet in G8:
[8] danohta,freedqben
[8] laurasimbell1,_capitaloffense
[8] krispi_largo,ziggywilde
[8] rjocore1,digimalice
[8] skeeduu,krispi_largo
[8] jdd2169,wokeninjaet
[8] mjb24681,jkoff609
[8] _capitaloffense,johnmor49451893
[8] stupidmaggats,asjah8
[8] vickie627,jeffreysharper1

Top Word Pairs in Tweet in G9:
[9] masks,work
[8] study,2020
[8] jennyerikson,doc_stuart
[8] 2023,clear
[8] cochrane,study
[8] doc_stuart,cochrane
[8] update,2023
[8] clear,masks
[8] 2020,update
[8] work,san

Top Word Pairs in Tweet in G10:
[230] registrados,63
[230] casos,activos
[230] fallecidos,registrados
[230] diario,#covid_19
[230] informe,diario
[230] casos,nuevos
[228] #covid_19,febrero
[221] ministeriosalud,informe
[101] activos,fallecidos
[67] 428,casos

Top Replied-To
Top Replied-To in Entire Graph:
@_2019_ncov
@romain260910
@83poppins
@unknowsolitary
@draseemmalhotra
@nutsteph
@healthbyjames
@roper_lab
@iancopeland5
@ultrawave5

Top Replied-To in G1:
@unmasking_media
@chrismasterjohn

Top Replied-To in G2:
@allisonroyaltv
@mgb5000
@ajmoorehealth
@danbianconyc
@aaronwo62591828
@rqcrackers
@cdcgov
@libdempatrick
@dleonhardt
@niaid

Top Replied-To in G3:
@_2019_ncov
@83poppins
@romain260910
@unknowsolitary
@nutsteph
@dr_l_alexandre
@eb_charlie
@jack_grolandais
@belgarax
@a_ga__the___

Top Replied-To in G5:
@healthbyjames
@realityofthesit
@aly_meek
@dellydismantled
@jamesigreene
@awayfromthekeys
@trixorcist
@mpc_xetts
@drob256
@choochiano1968

Top Replied-To in G6:
@triangle24
@nhk_news

Top Replied-To in G8:
@taidecker
@ofteamster
@sapienwoman
@slim90866101
@mucusmucous
@kelley_rogers66
@bernvazquez1
@zirnike
@godslightangel7
@dirk_fasshauer

Top Replied-To in G9:
@allenshrugged
@jennyerikson
@lazlowoodbine42
@jaytee116james
@skepticalmutant
@pouldeau61
@drdavidmoore11
@rbuckshi
@jonathanhannah
@ryanwittrup

Top Mentioned
Top Mentioned in Entire Graph:
@aaronsirisg
@cdcgov
@alexander_tin
@ibaraki_kouhou
@_2019_ncov
@ministeriosalud
@chibaken_kouhou
@triangle24
@healthbyjames
@luckytran

Top Mentioned in G1:
@aaronsirisg
@heidi559heidi
@cdcgov
@tlavagabond

Top Mentioned in G2:
@cdcgov
@alexander_tin
@nytimes
@barryhunt008
@minorityhealth
@ohaoregon
@togetherwemask
@amethystarlight
@aclgov
@flsurgeongen

Top Mentioned in G3:
@_2019_ncov
@83poppins
@louan07
@julienm__
@anouchpp
@beatrice_rosen
@bellinarg4
@papndiaye
@fart47404663
@sergiodde

Top Mentioned in G4:
@ddawgly
@sawsunny42
@tdoreatkinson
@acilci_net
@ds20wk
@celinegounder
@clubfmphilly

Top Mentioned in G5:
@healthbyjames
@koreadca
@hellopolicy
@stkirsch
@aaronsirisg
@dellydismantled
@bisayagirlmd
@awayfromthekeys
@germanicusxv
@rightoidbs

Top Mentioned in G6:
@triangle24
@sixailes
@profidokamdphd
@toshimizu7566
@morilyn1123

Top Mentioned in G7:
@ibaraki_kouhou
@chibaken_kouhou
@tsukubais

Top Mentioned in G8:
@rosegar17673310
@vincegottalotta
@digimalice
@mistressredwasp
@ihonestlydont19
@ahrehead
@therrienv
@paulstetson13
@_kel_varnsen_
@missled2u

Top Mentioned in G9:
@jennyerikson
@doc_stuart
@monstercoyliar
@popjump
@takethatct
@tonybaduy
@provaxtexan
@andrewlazarus4
@doritmi
@swedishchf

Top Mentioned in G10:
@ministeriosalud

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@tomthunkitsmind
@jurylady5
@matiere
@joni_looking
@toneunga3
@british_airways
@sippomagari
@ginniasa
@madfall1213

Top Tweeters in G1:
@caligirlleftie
@madrynha2012
@heidiec5
@mlas
@nathanwu84
@jazzymsc
@devimora
@claudiagcbell
@ziffykat
@mcoventry6

Top Tweeters in G2:
@thehill
@b1e56df9ce6549f
@pqpolitics
@cathleenkucz
@baronianconsult
@mjohnso27
@paulpaul49
@inforenique
@ranilyons
@btsarmy_legit

Top Tweeters in G3:
@threadreaderapp
@katiaontheearth
@bfmtv
@yvespdb
@le_parisien
@unrollhelper
@thierryrouby
@lemondefr
@wsj
@ch_coulon

Top Tweeters in G4:
@matiere
@personalfitnes3
@parliamodinews
@ds20wk
@didaclopez
@lvv2com
@utu_panic
@nanyangpress
@wayne_effect
@gate_15_analyst

Top Tweeters in G5:
@duckguim
@rlfgprudrudgml
@tnakom
@teru_kidokoro
@nuriallibertat2
@awayfromthekeys
@esmesuperjunior
@missingpetsmx
@azrightsider
@jordiamadeus

Top Tweeters in G6:
@madfall1213
@kinasato_cap001
@otakutokkai
@yukinozomi
@mindgaterz_2010
@qbk_jitensya
@nhk_news
@lamohkun
@wakakusa_midori
@ohtsune2nd

Top Tweeters in G7:
@toneunga3
@shintochigi1
@amzkhb
@atsushi48shm410
@moriai8
@mutoh_z
@tsuka_kazunee
@sgr_kn
@dummyxtweet
@miwa_1107

Top Tweeters in G8:
@thereseosulliv2
@vickie627
@vincegottalotta
@babetruth2
@ladyoftheocean1
@nolbol
@merry_hippie
@howienudet
@angryfleas
@hrt6017

Top Tweeters in G9:
@joeofthenorth
@doritmi
@_mamadeb
@monstercoyliar
@mcfunny
@frankdelia7
@msoswald
@rterriers
@wendyorent
@pawley_robert

Top Tweeters in G10:
@ginniasa
@dragontauro
@turkiantof
@ppitune
@laporres
@gonzaloxrojas
@mgarcia318
@negravillana
@pablolabarcac
@jedomm


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