NCoV, Twitter, 11/25/2022 10:27:27 AM, 284942


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NCoV_2022-11-25_02-08-55.xlsx
NCoV_2022-11-25_02-08-55.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 25, 2022
Short Description:
NCoV via NodeXL https://bit.ly/3tWd51I
@_2019_ncov
@mpatriabrasil
@monicadouaudm
@elonmusk
@scary7dr
@drtomfrieden
@monstercoyliar
@cdcgov
@cacouteau
@jreinermd

Top hashtags:
#suicídio
#新型コロナウイルス感染症情報
#covid19
#covid_19
#billgates
#billmelindagates
#longcovidkids

Description:
Description
The graph represents a network of 5,728 Twitter users whose tweets in the requested range contained "NCoV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 November 2022 at 10:16 UTC.

The requested start date was Friday, 25 November 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 3-day, 15-hour, 4-minute period from Saturday, 19 November 2022 at 21:19 UTC to Wednesday, 23 November 2022 at 12:23 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 : 5728
Unique Edges : 4454
Edges With Duplicates : 13271
Total Edges : 17725
Number of Edge Types : 5
Retweet : 3881
MentionsInRetweet : 5541
Mentions : 5145
Replies to : 2643
Tweet : 515
Self-Loops : 549
Reciprocated Vertex Pair Ratio : 0.0401047245031536
Reciprocated Edge Ratio : 0.077116704805492
Connected Components : 367
Single-Vertex Connected Components : 125
Maximum Vertices in a Connected Component : 4023
Maximum Edges in a Connected Component : 14558
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.709224
Graph Density : 0.000266428843867088
Modularity : 0.40696
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 5,728 Twitter users whose tweets in the requested range contained "NCoV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 November 2022 at 10:16 UTC.

The requested start date was Friday, 25 November 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 3-day, 15-hour, 4-minute period from Saturday, 19 November 2022 at 21:19 UTC to Wednesday, 23 November 2022 at 12:23 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 : 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:
[231] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html#saishin
[95] https://www.pref.hiroshima.lg.jp/site/2019-ncov/#status
[79] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/11621-sars-cov-2-22.html
[76] https://www.pref.chiba.lg.jp/kenfuku/kansenshou/ncov/kansen-shiyo-sihyou.html
[56] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/stay-up-to-date.html
[43] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[39] https://www.pref.chiba.lg.jp/shippei/kansenshou/ncov/sessyucenter-tsudanuma3.html
[23] https://www.nature.com/articles/s41598-022-13495-5
[21] https://www.city.nerima.tokyo.jp/hokenfukushi/hoken/kansensho/2019-nCoV/shien.html
[21] https://www.who.int/publications/i/item/WHO-2019-nCoV-Digital_certificates-vaccination-2021.1

Top URLs in Tweet in G1:
[2] https://pesquisa.bvsalud.org/global-literature-on-novel-coronavirus-2019-ncov/resource/pt/covidwho-1456563
[2] https://pesquisa.bvsalud.org/global-literature-on-novel-coronavirus-2019-ncov/resource/pt/covidwho-1745766
[1] https://pesquisa.bvsalud.org/global-literature-on-novel-coronavirus-2019-ncov/resource/pt/covidwho-1593538
[1] https://stevekirsch.substack.com/p/this-one-graph-tells-you-everything?utm_source=substack&utm_medium=email
[1] https://twitter.com/tagrevista_/status/1594019455176163328

Top URLs in Tweet in G2:
[5] https://m.vk.com/@verobeau-lafp-a-touch-de-largent-de-la-fondation-bill-gates-selon-med
[3] https://twitter.com/_2019_nCoV/status/1593909944310550529?s=20
[3] https://m.facebook.com/login.php?next=https%3A%2F%2Fm.facebook.com%2Fstory.php%3Fstory_fbid%3Dpfbid0j52VZbG3aysjrjhbm51H2Rw6rgFnNmoYZuKSDcXJYaPKpyWnPCApMz2asZMBTdwpl%26id%3D100072626191781&refsrc=deprecated&_rdr
[3] https://twitter.com/i/status/1576821861056335874
[2] https://twitter.com/VictorDjamba/status/1584980895777587203?s=20
[2] https://twitter.com/FlammeEtBougie/status/1573665726170284033
[2] https://www.youtube.com/watch?v=cC0X9SKi-1A

[2] https://eveilinfo.org/2021/07/26/quest-ce-que-loxyde-de-graphene/
[2] https://www.stevecutts.com/animation.html
[2] https://twitter.com/GorafiSports/status/1594365021676519430?t=J0r5qpYTkztL1Y161AOkNA&s=19

Top URLs in Tweet in G3:
[3] https://www.francesoir.fr/opinions-tribunes/mortalite-selon-le-statut-vaccinal-la-reponse-hallucinante-de-la-cada
[2] https://www.lavoixdunord.fr/750940/article/2020-05-09/coronavirus-porter-un-masque-prive-t-il-d-oxygene
[2] https://www.cdc.gov/coronavirus/2019-ncov/need-extra-precautions/people-who-are-immunocompromised.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/travelers/proof-of-vaccination.html#fully-vaccinated
[2] https://www.newsweek.com/fact-check-have-more-americans-died-covid-under-joe-biden-donald-trump-1661528
[2] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html
[1] https://onlinelibrary.wiley.com/doi/10.1002/ccr3.6505
[1] https://twitter.com/Annette_LEXA/status/1595325155101868091
[1] https://twitter.com/Sitting_Bull_D/status/1540978571207917571
[1] https://cf2r.org/tribune/analyse-de-la-crise-ukrainienne/

Top URLs in Tweet in G4:
[17] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/stay-up-to-date.html
[2] https://www.publichealthontario.ca/-/media/Documents/nCoV/voc/2022/07/evidence-brief-ba4-ba5-risk-assessment-jul-8.pdf
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/data-review/index.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/clinical-care/underlyingconditions.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/long-term-effects/index.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/data-review/populations.html

Top URLs in Tweet in G5:
[3] https://www.cdc.gov/coronavirus/2019-ncov/science/data-review/index.html
[2] https://www.fda.gov/media/134922/download#page38
[1] https://www.cdc.gov/coronavirus/2019-ncov/your-health/risks-exposure.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/your-health/covid-by-county.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations/pregnancy.html
[1] https://www.publichealthontario.ca/-/media/Documents/nCoV/epi/covid-19-sars-cov2-whole-genome-sequencing-epi-summary.pdf?rev=8030f83ea3eb4c51892c8fe35d6e62dc&sc_lang=en
[1] https://www.publichealthontario.ca/-/media/Documents/nCoV/epi/covid-19-weekly-epi-summary-report.pdf?sc_lang=en
[1] https://www.publichealthontario.ca/-/media/Documents/nCoV/epi/covid-19-sars-cov2-whole-genome-sequencing-epi-summary.pdf?rev=8030f83ea3eb4c51892c8fe35d6e62dc&sc_lang=fr

Top URLs in Tweet in G6:
[19] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/stay-up-to-date.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html
[4] -
[3] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/long-term-effects/index.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/types-of-masks.html
[2] DM93643&ACSTrackingLabel=Improving
[2] Ventilation
[2] in
[2] Your

Top URLs in Tweet in G7:
[9] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/stay-up-to-date.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[5] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html
[4] https://ncov.kdca.go.kr/
[3] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html
[3] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/11621-sars-cov-2-22.html
[3] https://c11.kr/joao
[3] https://ncv.kdca.go.kr/ncov/
[2] https://www.cdc.gov/coronavirus/2019-ncov/science/data-review/index.html

Top URLs in Tweet in G8:
[70] https://www.pref.chiba.lg.jp/kenfuku/kansenshou/ncov/kansen-shiyo-sihyou.html
[37] https://www.pref.chiba.lg.jp/shippei/kansenshou/ncov/sessyucenter-tsudanuma3.html
[4] https://www.pref.chiba.lg.jp/kenfuku/kansenshou/ncov/byousyoukakuho-phase041122.html
[1] https://www.niid.go.jp/niid/ja/2019-ncov/2484-idsc/11405-covid19-999.html
[1] https://www.city.nerima.tokyo.jp/hokenfukushi/hoken/kansensho/2019-nCoV/vaccination_covid/nyuji.html
[1] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/11621-sars-cov-2-22.html
[1] https://twitter.com/mikito_777/status/1591373137987657728
[1] https://www.niid.go.jp/niid/ja/2019-ncov/2559-cfeir/11480-20-2022-8-31.html
[1] https://www.mhlw.go.jp/stf/seisakunitsuite/bunya/vaccine_hukuhannou_youshikietc.html

Top URLs in Tweet in G9:
[1] https://twitter.com/ojwatson92/status/1385679545945268224
[1] https://elifesciences.org/articles/69336
[1] https://www.bmj.com/content/372/bmj.n334
[1] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/burden.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/data-review/vaccines.html

Top URLs in Tweet in G10:
[7] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations/pregnancy.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/data-review/index.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/vaers.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/index.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/vsafe.html

Top Domains
Top Domains in Tweet in Entire Graph:
[421] cdc.gov
[246] ibaraki.jp
[222] lg.jp
[167] twitter.com
[118] go.jp
[47] who.int
[42] go.kr
[25] tokyo.jp
[25] nature.com
[22] youtube.com

Top Domains in Tweet in G1:
[5] bvsalud.org
[1] substack.com
[1] twitter.com

Top Domains in Tweet in G2:
[90] twitter.com
[14] youtube.com
[5] vk.com
[4] facebook.com
[3] odysee.com
[2] sott.net
[2] crashdebug.fr
[2] eveilinfo.org
[2] stevecutts.com
[2] naturalnews.com

Top Domains in Tweet in G3:
[26] twitter.com
[9] cdc.gov
[4] francesoir.fr
[4] youtube.com
[4] crashdebug.fr
[3] reseauinternational.net
[2] wiley.com
[2] lavoixdunord.fr
[2] brunobertez.com
[2] newsweek.com

Top Domains in Tweet in G4:
[21] cdc.gov
[2] publichealthontario.ca

Top Domains in Tweet in G5:
[6] cdc.gov
[3] publichealthontario.ca
[2] fda.gov

Top Domains in Tweet in G6:
[54] cdc.gov
[2] bit.ly
[2] twitter.com

Top Domains in Tweet in G7:
[83] cdc.gov
[19] recombinomics.co
[10] go.jp
[9] go.kr
[9] twitter.com
[8] lg.jp
[7] ibaraki.jp
[5] bvsalud.org
[5] nextstrain.org
[5] co.jp

Top Domains in Tweet in G8:
[111] lg.jp
[4] go.jp
[1] tokyo.jp
[1] twitter.com

Top Domains in Tweet in G9:
[2] cdc.gov
[1] twitter.com
[1] elifesciences.org
[1] bmj.com

Top Domains in Tweet in G10:
[16] cdc.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1047] suicídio
[229] 新型コロナウイルス感染症情報
[218] covid19
[176] covid_19
[48] billgates
[46] billmelindagates
[23] longcovidkids
[19] 広島県
[19] 新型コロナ
[15] justicepourlessuspendus



Top Hashtags in Tweet in G1:
[1046] suicídio
[1] vacinas
[1] vacina

Top Hashtags in Tweet in G2:
[10] justicepourlessuspendus
[8] covid_19
[8] macron
[5] zelensky
[4] kherson
[4] twitter
[4] soignantssuspendus
[3] netflix
[3] schwab
[3] covid

Top Hashtags in Tweet in G3:
[46] billgates
[45] billmelindagates
[5] justicepourlessuspendus
[3] nioublinipardon
[2] pour
[2] nupés
[1] france
[1] lemonde
[1] brics
[1] teamfreedom

Top Hashtags in Tweet in G5:
[3] covid19

Top Hashtags in Tweet in G6:
[166] covid19
[6] dyk
[5] covid
[2] omicron
[2] vaxupamerica
[2] wecandothis
[2] mrna
[1] bioinformatics
[1] dataviz
[1] holidayaskwearamask

Top Hashtags in Tweet in G7:
[17] covid19
[3] sarscov2
[3] cdc
[3] covid
[3] 의정부시청
[3] 안전안내문자
[3] 재난문자
[2] coronavirus
[2] juntospodemos
[2] diedsuddenly

Top Hashtags in Tweet in G8:
[3] 千葉県庁

Top Words
Top Words in Tweet in Entire Graph:
[2385] _2019_ncov
[1531] mpatriabrasil
[1302] oms
[1297] científicas
[1278] vacina
[1048] relacionando
[1047] tentativa
[1047] #suicídio
[1047] ideação
[1047] suicida

Top Words in Tweet in G1:
[1530] mpatriabrasil
[1297] oms
[1295] científicas
[1277] vacina
[1047] relacionando
[1046] outras
[1046] tentativa
[1046] #suicídio
[1046] revistas
[1046] estudos

Top Words in Tweet in G2:
[1770] _2019_ncov
[266] c'est
[252] ce
[182] frcsbraun
[169] plus
[157] ils
[153] ça
[140] mais
[135] par
[111] fait

Top Words in Tweet in G3:
[301] _2019_ncov
[116] yvespdb
[91] imgweb_es
[79] crashdebug_fr
[62] tue
[59] par
[54] idrissaberkane
[54] maoyaya4
[53] sa
[52] tatiann69922625

Top Words in Tweet in G4:
[191] drtomfrieden
[189] covid
[189] cdc
[188] released
[188] dying
[188] picture
[188] eye
[188] technical
[188] report
[188] clearer

Top Words in Tweet in G5:
[177] covid
[120] cdc
[109] see
[108] describe
[108] 000
[108] both
[108] omicron
[108] deaths
[108] heartbreaking
[108] 500

Top Words in Tweet in G6:
[176] cdcgov
[166] #covid19
[102] more
[66] booster
[62] updated
[62] protect
[60] spread
[60] family
[59] getting
[58] yourself

Top Words in Tweet in G7:
[94] covid
[80] 19
[48] ncov
[38] 2019
[25] vaccine
[23] cases
[22] deaths
[21] 2022
[20] updated
[19] 11

Top Words in Tweet in G8:
[81] chibaken_kouhou
[81] 木
[69] 新規感染者数
[68] 県ホームページの更新は翌日
[68] の新型コロナウイルス感染症の情報
[68] 土日祝日を除く
[68] 詳細データについてはこちらからご覧ください
[68] になります
[55] 金
[54] 12

Top Words in Tweet in G9:
[2] bubbasranch
[2] priscian
[2] variegated2
[2] mikedel21893959
[2] njbtweet
[2] veritatem2021
[2] asinister

Top Words in Tweet in G10:
[14] covid
[8] women
[8] safe
[7] 40
[6] vaccines
[6] more
[6] shown
[6] rate
[6] 000
[4] death

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1047] estudos,relacionando
[1047] outras,revistas
[1047] tentativa,#suicídio
[1047] revistas,científicas
[1047] científicas,publicaram
[1047] ideação,suicida
[1047] publicaram,estudos
[1047] oms,outras
[1047] suicida,tentativa
[1047] #suicídio,vacina

Top Word Pairs in Tweet in G1:
[1046] estudos,relacionando
[1046] oms,outras
[1046] suicida,tentativa
[1046] científicas,publicaram
[1046] outras,revistas
[1046] publicaram,estudos
[1046] #suicídio,vacina
[1046] ideação,suicida
[1046] relacionando,ideação
[1046] revistas,científicas

Top Word Pairs in Tweet in G2:
[129] _2019_ncov,frcsbraun
[66] frcsbraun,sante_gouv
[54] ah,ah
[34] _2019_ncov,fandemarlene
[32] _2019_ncov,imgweb_es
[31] _2019_ncov,pontifex
[31] _2019_ncov,c'est
[31] beachmilk2,spa_officiel
[30] ils,sont
[26] brunolemaire,gabrielattal

Top Word Pairs in Tweet in G3:
[51] maoyaya4,imgweb_es
[51] _2019_ncov,maoyaya4
[47] yvespdb,_2019_ncov
[45] imgweb_es,quel
[45] fondation,#billmelindagates
[45] #billgates,intervient
[45] par,sa
[45] sa,fondation
[45] titre,#billgates
[45] savons,par

Top Word Pairs in Tweet in G4:
[188] dying,covid
[188] released,eye
[188] gives,clearer
[188] eye,opening
[188] cdc,released
[188] covid,age
[188] technical,report
[188] report,gives
[188] clearer,picture
[188] opening,technical

Top Word Pairs in Tweet in G5:
[108] heartbreaking,maddening
[108] covid,deaths
[108] week,during
[108] describe,500
[108] both,heartbreaking
[108] maddening,see
[108] 000,covid
[108] during,omicron
[108] see,cdc
[108] 500,000

Top Word Pairs in Tweet in G6:
[58] protect,yourself
[54] family,indoors
[54] friends,family
[52] days,friends
[52] easily,spread
[52] together,days
[52] indoors,#covid19
[52] #covid19,easily
[52] spread,protect
[52] cdcgov,more

Top Word Pairs in Tweet in G7:
[55] covid,19
[32] 2019,ncov
[19] recombinomics,inc
[19] cases,increase
[19] covid,cases
[19] ncov,recombinomics
[16] ncov,19
[15] chadox1,ncov
[14] website,updated
[14] updated,visit

Top Word Pairs in Tweet in G8:
[68] 県ホームページの更新は翌日,土日祝日を除く
[68] 土日祝日を除く,になります
[68] 詳細データについてはこちらからご覧ください,県ホームページの更新は翌日
[68] の新型コロナウイルス感染症の情報,新規感染者数
[54] 12,木
[36] おはようございます,接種予約が堅調なことから
[36] 県営の集団接種会場において12月は火,金
[36] 土に加え,水曜日も運営し
[36] 水曜日も運営し,週4日実施とします
[36] 接種予約が堅調なことから,県営の集団接種会場において12月は火

Top Word Pairs in Tweet in G10:
[6] 40,000
[6] covid,vaccines
[6] women,shown
[6] more,40
[6] 000,women
[5] shown,covid
[4] death,rate
[3] adrian7745,statsguyuk
[3] vaccines,safe
[3] statsguyuk,curfewx

Top Replied-To
Top Replied-To in Entire Graph:
@_2019_ncov
@twittdeflo
@fandemarlene
@immortellexiii
@francoisboulo
@cojmontalto
@cporteu
@niusmarco
@mukaqass
@tweettaravista

Top Replied-To in G1:
@idiocraciado

Top Replied-To in G2:
@_2019_ncov
@fandemarlene
@twittdeflo
@immortellexiii
@cojmontalto
@mukaqass
@skynet51517204
@tweettaravista
@donq_17
@cporteu

Top Replied-To in G3:
@_2019_ncov
@francoisboulo
@alainsebil
@log_yves
@yvespdb
@crashdebug_fr
@cporteu
@sitting_bull_d
@niusmarco
@fandemarlene

Top Replied-To in G4:
@jodyvance
@aogieglo
@glassblue56
@captaintrips74
@interpolated
@ezralbntseliot

Top Replied-To in G5:
@missmabesies
@alexmeshkin
@iandmorrison

Top Replied-To in G6:
@gregggonsalves
@commanderjebus
@equalunderlaw12
@thalia4596
@crazyems13

Top Replied-To in G8:
@mikito_777
@ftwack

Top Replied-To in G9:
@joshlbrooks
@bubbasranch

Top Replied-To in G10:
@handsomejacksyd
@doom37455413
@yanmartel89
@kellygoodmanphd
@johnsargent76
@vodkastudios
@tfknocks
@petersweden7
@safertowait
@cherylr56608129

Top Mentioned
Top Mentioned in Entire Graph:
@mpatriabrasil
@_2019_ncov
@ibaraki_kouhou
@drtomfrieden
@frcsbraun
@cdcgov
@ministeriosalud
@imgweb_es
@yvespdb
@jreinermd

Top Mentioned in G1:
@mpatriabrasil
@eventosfinaisgt
@beatriztiza
@chris_banida
@oscasosraros

Top Mentioned in G2:
@_2019_ncov
@frcsbraun
@sante_gouv
@fandemarlene
@imgweb_es
@pontifex
@beachmilk2
@spa_officiel
@brunolemaire
@emmanuelmacron

Top Mentioned in G3:
@_2019_ncov
@yvespdb
@imgweb_es
@crashdebug_fr
@maoyaya4
@idrissaberkane
@tatiann69922625
@julienm__
@banounhelene
@verity_france

Top Mentioned in G4:
@drtomfrieden
@davidhogg111
@hellozeik
@kashyyk
@dontchangemuch
@chakde8
@jodyvance
@prparexcel
@aogieglo
@mfngrift

Top Mentioned in G5:
@jreinermd
@danielgriffinmd
@sciencemonkeyca
@angie_rasmussen
@lauraannecasey
@drtomfrieden
@okcindianclinic
@alisonleigh22
@zephyrblue415
@alexmeshkin

Top Mentioned in G6:
@cdcgov
@myrabatchelder
@mandatemasksus
@ahahospitals
@cdc_amd
@ctdph
@us_fda
@mattbc
@idsainfo
@maricopahealth

Top Mentioned in G7:
@drml350phd
@rosaalberola70

Top Mentioned in G8:
@chibaken_kouhou
@kumagai_chiba
@funwari_fuwari
@birdlover02122
@sukunabikona7
@mikito_777

Top Mentioned in G9:
@priscian
@mikedel21893959
@asinister
@veritatem2021
@njbtweet
@variegated2
@jr4_truth
@d_e_mol
@jaisans
@victorjennpaul

Top Mentioned in G10:
@provaxtexan
@nuhope2022
@thskicksarefire
@idunsdaughter
@jimeeliberty
@scottstocker4
@andrewlazarus4
@aspalaasnasntyr
@tonybaduy
@mcfunny

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@jurylady5
@ecodaren
@matiere
@kat4obama
@citrus_kyoto
@lizditz
@botliberalisme
@personalfitnes3
@nekokasiya

Top Tweeters in G1:
@madrynha2012
@madrilenha
@bordinvania
@lazzarin_l
@nacilia
@bonnieximena
@angelicaguirele
@yec_terrza
@cccalado
@helenagsoo

Top Tweeters in G2:
@botliberalisme
@le_figaro
@bfmtv
@sylvita30
@lenine13
@mazenod10
@uniquecmoi
@danubaud
@diabolo741
@mi1789

Top Tweeters in G3:
@yvespdb
@delalande72
@debrouille92
@dufailly1
@reginevalsot
@remangere
@moussya
@saraart4
@jaktess61
@a1z0jf

Top Tweeters in G4:
@kat4obama
@trigorosa
@carlyinnj
@nancypeggy
@amazingchevvolt
@on_bender
@murfad
@thumppooh
@lacadri34
@melodypuppydog

Top Tweeters in G5:
@jurylady5
@lizditz
@njdoc
@dollymad1812
@lawgirl318
@brucepknight
@northbelle4
@the_og_g_ma
@ronilj261
@prpeep

Top Tweeters in G6:
@adekleine
@tyberzannxxxx
@elevenbravo138
@rccmi
@monitor_ph
@messfixing
@epidatageek
@alfredgliddon
@bregmanps
@cheriedelcarlo

Top Tweeters in G7:
@personalfitnes3
@didaclopez
@hephaestus7
@adevotedyogi
@agargmd
@gate_15_analyst
@fujikurok
@bettycjung
@brainsightsapp
@manekicat_koban

Top Tweeters in G8:
@ttachibana0720
@unisindo
@sakuranokaori19
@soya_moon
@k6310msm
@5iu0czwla0sxrni
@nonmomi
@fu_asika
@rhythm_mars
@miwa_1107

Top Tweeters in G9:
@dude_america
@takethatct
@veritatem2021
@obundwie
@keithamccluskey
@asinister
@noelturner194
@thedisproof
@rln_nelson
@louiscy72344053

Top Tweeters in G10:
@wesh
@doritmi
@fox35orlando
@wftv
@monstercoyliar
@news6wkmg
@mynews13
@mcfunny
@angryfleas
@nockit1