NCoV, Twitter, 12/15/2022 12:36:54 PM, 286343


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NCoV_2022-12-15_03-28-17.xlsx
NCoV_2022-12-15_03-28-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 15, 2022
Short Description:
NCoV via NodeXL https://bit.ly/3PJR8NH
@_2019_ncov
@atrupar
@tracybethhoeg
@19joho
@elonmusk
@joomikim1
@trevortomesh
@danishscience
@leelasik
@zoeharcombe

Top hashtags:
#新型コロナウイルス感染症情報
#covid_19
#covid19
#新型コロペウイルスæ„ÿæÿ“症情報
#kdca
#코로나19
#예방접종

Description:
Description
The graph represents a network of 6,185 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 Thursday, 15 December 2022 at 11:43 UTC.

The requested start date was Thursday, 15 December 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 5-day, 18-hour, 32-minute period from Thursday, 08 December 2022 at 17:53 UTC to Wednesday, 14 December 2022 at 12:26 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 : 6185
Unique Edges : 9878
Edges With Duplicates : 30184
Total Edges : 40062
Number of Edge Types : 5
Replies to : 3564
Mentions : 22434
Retweet : 3521
MentionsInRetweet : 9923
Tweet : 620
Self-Loops : 676
Reciprocated Vertex Pair Ratio : 0.0405461315680596
Reciprocated Edge Ratio : 0.0779324055666004
Connected Components : 477
Single-Vertex Connected Components : 155
Maximum Vertices in a Connected Component : 4184
Maximum Edges in a Connected Component : 36163
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 5.306121
Graph Density : 0.000394530020361828
Modularity : 0.304527
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 6,185 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 Thursday, 15 December 2022 at 11:43 UTC.

The requested start date was Thursday, 15 December 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 5-day, 18-hour, 32-minute period from Thursday, 08 December 2022 at 17:53 UTC to Wednesday, 14 December 2022 at 12:26 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:
[336] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html#saishin
[251] https://www.zoeharcombe.com/2020/12/chadox1-ncov-19-the-lancet-papers/
[131] https://www.pref.hiroshima.lg.jp/site/2019-ncov/#status
[105] https://www.pref.chiba.lg.jp/kenfuku/kansenshou/ncov/kansen-shiyo-sihyou.html
[73] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[49] https://www.niid.go.jp/niid/ja/2019-ncov/11671-covid19-ab109th.html
[34] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html
[25] https://twitter.com/Elpis_R/status/1595402914155368450?t=AmZSH6p9ITeeSofmohEkoA&s=19
[25] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/stay-up-to-date.html
[18] https://www.reuters.com/business/sustainable-business/vanguard-quits-net-zero-climate-alliance-2022-12-07/

Top URLs in Tweet in G1:
[25] https://twitter.com/Elpis_R/status/1595402914155368450?t=AmZSH6p9ITeeSofmohEkoA&s=19
[7] https://twitter.com/hell3june/status/1602573660417572864?s=46&t=2ITfT-41I-s8EXy-vNXFhg
[6] https://finance.yahoo.com/news/blackrock-world-largest-asset-manager-223000827.html
[6] https://www.reuters.com/business/sustainable-business/vanguard-quits-net-zero-climate-alliance-2022-12-07/
[4] https://twitter.com/CercleAudace/status/1602037230255722497?t=RcbMOv3d_eM0vF0jIKCVgw&s=19
[4] https://www.youtube.com/watch?v=-oBfkrpqW1M

[4] https://twitter.com/Aliyah01150546/status/1600427889249263618
[3] https://twitter.com/_2019_nCoV/status/1602226235064590337?s=20
[3] https://www.youtube.com/watch?v=-oBfkrpqW1M&feature=youtu.be

[3] https://twitter.com/pam33771/status/1600817594704986113

Top URLs in Tweet in G2:
[4] https://www.who.int/news/item/07-12-2022-who-member-states-agree-to-develop-zero-draft-of-legally-binding-pandemic-accord-in-early-2023
[3] https://twitter.com/m_zenonus/status/1599384742356733953
[2] https://aulnaycap.com/2022/02/04/dementi-aux-accusations-mensongeres-et-calomnieuses-du-troll-denomme-lola-qui-affirme-que-jacques-attali-na-jamais-tenu-les-propos-que-jai-rapporte-dans-deux-articles/
[2] https://www.crashdebug.fr/valerie-bugault-nous-vivons-dans-une-imposture-bam-16-juin-2022
[2] https://twitter.com/CalliFanciulla/status/1602283045083643904?t=M5FLwGT-1LOfuq_qLTyxKg&s=19
[2] https://crowdbunker.com/v/n8B4ax3xuV
[2] https://www.youtube.com/watch?app=desktop&v=6daM1NoDN5w
[2] https://twitter.com/Sitting_Bull_D/status/1601960917134180352
[2] https://twitter.com/mtaibbi/status/1601352083617505281
[2] https://twitter.com/gayets/status/1601897904679129091

Top URLs in Tweet in G3:
[6] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41467-022-33328-3
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/travelers/international-travel-during-covid19.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/effectiveness/index.html
[1] https://www.ama-assn.org/delivering-care/public-health/what-doctors-wish-patients-knew-about-how-well-covid-19-vaccines-work
[1] https://www.cdc.gov/coronavirus/2019-ncov/your-health/reinfection.html
[1] https://jamanetwork.com/journals/jama/fullarticle/2779854
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/fully-vaccinated-people.html#infections-fully-vaccinated
[1] https://www.science.org/doi/10.1126/science.abm3087?cookieSet=1

Top URLs in Tweet in G4:
[248] https://www.zoeharcombe.com/2020/12/chadox1-ncov-19-the-lancet-papers/
[11] https://www.thelocal.dk/20221208/denmarks-health-authority-scaps-isolation-guidelines-for-covid-19/
[2] https://www.sciencedirect.com/science/article/pii/S0896841121000937
[1] https://www.sciencedirect.com/science/article/pii/S1052305721003414
[1] https://www.nejm.org/doi/full/10.1056/NEJMoa2104840?cookieSet=1
[1] https://www.sciencedirect.com/science/article/abs/pii/S0896841121000895
[1] https://www.sciencedirect.com/science/article/pii/S0006497121013963
[1] https://pubmed.ncbi.nlm.nih.gov/34174723/
[1] https://search.bvsalud.org/global-literature-on-novel-coronavirus-2019-ncov/resource/en/covidwho-1360706
[1] https://www.sciencedirect.com/science/article/pii/S0165572821001569

Top URLs in Tweet in G5:
[5] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/stay-up-to-date.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/index.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/travelers/index.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/mrna.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/safety-of-vaccines.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/downloads/needs-extra-precautions/FS_COVID_Plan_FINAL.pdf
[1] https://www.nbcnews.com/health/health-news/evidence-grows-stronger-covid-vaccine-link-heart-issue-cdc-says-n1270339
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/your-health/treatments-for-severe-illness.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/clinical-care/clinical-considerations-reinfection.html#:~:text=Symptoms%20during%20reinfection%20are%20likely,severe%20COVID-19%20during%20reinfection

Top URLs in Tweet in G6:
[3] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[2] https://twitter.com/GidMK/status/1316511734115385344
[2] https://twitter.com/AdamJKucharski/status/1376134278359171075
[2] https://rapidreviewscovid19.mitpress.mit.edu/pub/p6tto8hl/release/1
[2] https://apps.who.int/iris/bitstream/handle/10665/342999/WHO-2019-nCoV-TTS-2021.1-eng.pdf?sequence=1&isAllowed=y
[1] https://search.bvsalud.org/global-literature-on-novel-coronavirus-2019-ncov/resource/en/covidwho-1477789
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/stay-up-to-date.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/clinical-care/underlyingconditions.html#anchor_1618433687270
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/vaccine-induced-immunity.html

Top URLs in Tweet in G7:
[9] https://www.cdc.gov/coronavirus/2019-ncov/your-health/isolation.html
[9] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/stay-up-to-date.html
[8] https://www.cdc.gov/coronavirus/2019-ncov/your-health/covid-by-county.html
[7] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[6] https://c11.kr/joao
[6] https://ncv.kdca.go.kr/ncov/
[6] https://ncov.kdca.go.kr/
[4] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/need-extra-precautions/people-with-medical-conditions.html
[4] https://www.pref.chiba.lg.jp/kenfuku/kansenshou/ncov/covid19-chiba-index.html

Top URLs in Tweet in G8:
[2] https://report24.news/ukrainisches-hoechstgericht-symbole-der-ss-division-galizien-sind-keine-nazi-symbole-mehr/
[2] https://www.wikistrike.com/2022/12/la-transfusion-de-sang-vaccine-rejetee-une-organisation-suisse-veut-creer-des-banques-de-sang-sans-arnm.html
[1] https://www.who.int/publications/i/item/WHO-2019-nCoV-therapeutics-2022.5
[1] https://twitter.com/morad_tth/status/1596971451588153344
[1] https://twitter.com/fadilihachim/status/1600886878139359232
[1] https://twitter.com/bpartisans/status/1602424032359505920
[1] https://twitter.com/takeheight/status/1602405002512896012
[1] https://twitter.com/takeheight/status/1602430022127689729
[1] https://www.youtube.com/watch?v=ZEcqHA7dbwM&feature=youtu.be

[1] https://twitter.com/lerouxarthur10/status/1602573774792056834

Top URLs in Tweet in G9:
[121] https://www.pref.hiroshima.lg.jp/site/2019-ncov/#status
[103] https://www.pref.chiba.lg.jp/kenfuku/kansenshou/ncov/kansen-shiyo-sihyou.html
[8] https://twitcasting.tv/planetrock2014/movie/753653661
[6] https://www.catapoke.com/viewer/?open=62b3f
[6] https://ncov.kdca.go.kr/bdBoardList_Real.do?brdId=1&brdGubun=11&ncvContSeq=&contSeq=&board_id=&gubun=
[4] https://www.pref.chiba.lg.jp/shippei/kansenshou/ncov/sessyucenter-tsudanuma3.html
[3] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html#saishin
[3] https://www.city.nerima.tokyo.jp/hokenfukushi/hoken/kansensho/2019-nCoV/vaccination_covid/nyuji.html
[2] https://www.pref.chiba.lg.jp/shippei/press/2019/ncov-index.html#coronashihyou
[1] https://www.pref.hiroshima.lg.jp/site/2019-ncov/20221202.html#b

Top URLs in Tweet in G10:
[4] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/effectiveness/work.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations/pregnancy.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/facts.html?s_cid=10506:does%20the%20covid%2019%20vaccine%20change%20your%20dna:sem.ga:p:RG:GM:gen:PTN:FY21
[1] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/investigations-discovery/hospitalization-death-by-age.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/long-term-effects/index.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/easy-to-read/mask-guidance.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/clinical-care/post-covid-conditions.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/mrna.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[1] https://www.cnbc.com/2022/12/06/covid-vaccine-omicron-boosters-weaker-against-bqpoint1point1-subvariant.html

Top Domains
Top Domains in Tweet in Entire Graph:
[530] cdc.gov
[360] ibaraki.jp
[352] twitter.com
[257] lg.jp
[251] zoeharcombe.com
[104] go.jp
[72] recombinomics.co
[48] go.kr
[47] youtube.com
[37] who.int

Top Domains in Tweet in G1:
[134] twitter.com
[34] youtube.com
[7] yahoo.com
[6] reuters.com
[4] t.me
[4] nih.gov
[4] threadreaderapp.com
[3] odysee.com
[3] cdc.gov
[3] babelio.com

Top Domains in Tweet in G2:
[162] twitter.com
[12] crashdebug.fr
[7] youtube.com
[4] aulnaycap.com
[4] who.int
[2] crowdbunker.com
[2] afp.com
[2] nih.gov
[2] thelocal.dk
[1] lalanguefrancaise.com

Top Domains in Tweet in G3:
[11] cdc.gov
[2] nature.com
[1] ama-assn.org
[1] jamanetwork.com
[1] science.org

Top Domains in Tweet in G4:
[248] zoeharcombe.com
[11] thelocal.dk
[6] sciencedirect.com
[1] nejm.org
[1] nih.gov
[1] bvsalud.org

Top Domains in Tweet in G5:
[25] cdc.gov
[2] who.int
[1] nbcnews.com
[1] twitter.com
[1] acgih.org

Top Domains in Tweet in G6:
[9] cdc.gov
[4] twitter.com
[2] mit.edu
[2] who.int
[1] bvsalud.org
[1] publichealthontario.ca
[1] archive.org
[1] nih.gov

Top Domains in Tweet in G7:
[100] cdc.gov
[72] recombinomics.co
[13] go.kr
[11] ibaraki.jp
[10] twitter.com
[9] go.jp
[7] co.jp
[6] who.int
[6] c11.kr
[5] lg.jp

Top Domains in Tweet in G8:
[19] twitter.com
[3] youtube.com
[2] report24.news
[2] wikistrike.com
[1] who.int
[1] liberation.fr
[1] facebook.com
[1] zoeharcombe.com
[1] t.me

Top Domains in Tweet in G9:
[233] lg.jp
[8] twitcasting.tv
[6] catapoke.com
[6] go.kr
[4] tokyo.jp
[3] ibaraki.jp
[2] twitter.com

Top Domains in Tweet in G10:
[15] cdc.gov
[1] cnbc.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[289] 新型コロナウイルス感染症情報
[197] covid_19
[129] covid19
[42] 新型コロペウイルスæ„ÿæÿ“症情報
[22] kdca
[21] 코로나19
[21] 예방접종
[21] 기초접종
[21] 동절기추가접종
[21] 백신



Top Hashtags in Tweet in G1:
[15] jeneporteraipluslemasque
[11] covid_19
[6] wef
[5] pfizer
[4] vanguard
[4] macron
[4] lrem
[4] ukraine
[4] bfmtv
[4] covid

Top Hashtags in Tweet in G2:
[3] freemasons
[3] nazi
[3] satanist
[2] sect
[2] pandorapapers
[2] jospin
[2] hollande
[1] wef
[1] france
[1] mckinsey

Top Hashtags in Tweet in G5:
[80] covid19
[2] slowthespread
[2] wearamask
[2] covid19vaccinations
[2] getvaccinated
[2] maskup
[2] stayhealthy
[1] reinfection
[1] impfenrettetleben
[1] kn95

Top Hashtags in Tweet in G7:
[17] covid19
[5] cdc
[5] 의정부시청
[5] 안전안내문자
[5] 재난문자
[4] coronavirus
[4] sarscov2
[4] covid
[3] ncov
[3] vaccines

Top Hashtags in Tweet in G8:
[2] fauci
[1] hunterbidenslaptop
[1] faucifiles
[1] h1n1
[1] lancetgate
[1] recoverygate
[1] remdésivirgate
[1] pfizergate
[1] spike
[1] mckinsey

Top Hashtags in Tweet in G9:
[15] 新型コロナ
[8] 千葉県庁
[5] 広島県
[3] 新型コロナウイルス感染症情報
[1] 広島眜
[1] 新型コロペ
[1] 千葉眜庁
[1] ワクチン
[1] 乳幼児
[1] 練馬区

Top Hashtags in Tweet in G10:
[1] mrna

Top Words
Top Words in Tweet in Entire Graph:
[3128] _2019_ncov
[1322] covid
[902] sitting_bull_d
[851] æ
[849] crashdebug_fr
[802] didiermaisto
[799] jlmelenchon
[773] zemmoureric
[723] j_bardella
[680] alainsebil

Top Words in Tweet in G1:
[2397] _2019_ncov
[441] bfmtv
[343] c'est
[261] ce
[222] ça
[206] plus
[189] mais
[185] ils
[173] tpmp
[165] sont

Top Words in Tweet in G2:
[870] sitting_bull_d
[833] crashdebug_fr
[786] jlmelenchon
[784] didiermaisto
[760] zemmoureric
[712] j_bardella
[665] alainsebil
[593] ink_caro
[590] emmanuelmacron
[547] gerardfiloche

Top Words in Tweet in G3:
[416] covid
[415] vax
[414] vaccines
[413] atrupar
[413] using
[413] roundtable
[413] anti
[413] scientists
[413] kill
[413] surgeon

Top Words in Tweet in G4:
[267] zoeharcombe
[261] covid
[248] knew
[247] wrote
[247] years
[247] jabs
[247] transmission
[247] ago
[247] two
[246] bee

Top Words in Tweet in G5:
[194] cdcgov
[149] booster
[99] covid
[89] 19
[86] more
[84] learn
[83] help
[82] prevent
[80] #covid19
[80] take

Top Words in Tweet in G6:
[4] incytometry
[4] shocktraumarn
[3] hartl73516271
[3] nathanaelyoung
[3] induced
[3] leelasik
[3] ioannidis
[3] barryjohnreid21
[3] cdc
[3] gyamey

Top Words in Tweet in G7:
[150] covid
[107] ncov
[95] 2019
[82] cases
[79] 19
[75] deaths
[73] increase
[72] inc
[72] recombinomics
[70] 12

Top Words in Tweet in G8:
[173] _2019_ncov
[50] astrovicnet
[40] takeheight
[26] ce
[23] cette
[19] ça
[18] racingunjour
[18] monde
[17] c'est
[17] mon

Top Words in Tweet in G9:
[247] æ
[193] ãƒ
[184] 12
[156] ç
[143] hiroshima_pref
[138] co
[125] covid
[120] 19
[120] languages
[120] information

Top Words in Tweet in G10:
[17] cdc
[14] 2019
[12] ncov
[11] longcovidnews
[11] time
[9] test
[9] use
[8] available
[8] quantified
[8] virus

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[780] jlmelenchon,didiermaisto
[773] didiermaisto,zemmoureric
[721] zemmoureric,j_bardella
[598] j_bardella,emmanuelmacron
[503] crashdebug_fr,jlmelenchon
[433] emmanuelmacron,royalsegolene
[424] covid,vaccines
[418] anti,vax
[416] quack,surgeon
[416] roundtable,suggest

Top Word Pairs in Tweet in G1:
[325] _2019_ncov,bfmtv
[118] bfmtv,gg_rmc
[118] gg_rmc,tpmp
[65] ah,ah
[59] _2019_ncov,c'est
[42] _2019_ncov,lci
[41] peut,être
[37] ils,sont
[36] sert,rien
[33] _2019_ncov,cdechavanne

Top Word Pairs in Tweet in G2:
[767] jlmelenchon,didiermaisto
[760] didiermaisto,zemmoureric
[711] zemmoureric,j_bardella
[590] j_bardella,emmanuelmacron
[495] crashdebug_fr,jlmelenchon
[427] emmanuelmacron,royalsegolene
[367] royalsegolene,idrissaberkane
[358] elonmusk,realdonaldtrump
[354] pandantag,crashdebug_fr
[353] clem_autain,sandrousseau

Top Word Pairs in Tweet in G3:
[413] vax,roundtable
[413] kill,scientists
[413] roundtable,suggest
[413] quack,surgeon
[413] vaccines,kill
[413] covid,vaccines
[413] suggest,covid
[413] desantis's,quack
[413] using,anti
[413] surgeon,general

Top Word Pairs in Tweet in G4:
[247] jabs,knew
[247] two,years
[247] covid,jabs
[247] ago,covid
[247] years,ago
[247] wrote,two
[247] knew,transmission
[246] zoeharcombe,wrote
[246] transmission,bee
[40] 000,000

Top Word Pairs in Tweet in G5:
[89] covid,19
[84] learn,more
[79] 19,flu
[79] help,prevent
[79] actions,help
[79] flu,respiratory
[79] spread,covid
[79] respiratory,infections
[79] take,actions
[79] infections,learn

Top Word Pairs in Tweet in G6:
[2] cubanigar,cachepast
[2] plhartungrn,boredoffools
[2] brkr_morant,hartl73516271
[2] ianb_67,tomsirolimus
[2] those,reported
[2] rate,estimates
[2] mauvetriforce,gyamey
[2] carlsmythe,plhartungrn
[2] hartl73516271,mauvetriforce
[2] fatality,rate

Top Word Pairs in Tweet in G7:
[93] 2019,ncov
[72] cases,increase
[72] covid,cases
[72] recombinomics,inc
[72] ncov,recombinomics
[58] covid,19
[17] 2022,12
[11] sars,cov
[10] 국내,발생
[9] drml350phd,interesting

Top Word Pairs in Tweet in G8:
[34] _2019_ncov,astrovicnet
[20] takeheight,_2019_ncov
[15] _2019_ncov,takeheight
[13] yvespdb,alainhoupert
[13] tvlcampagnol,verity_france
[13] sitting_bull_d,55bellechasse
[13] 55bellechasse,basphilippe
[13] verity_france,jgalt485
[13] alainhoupert,jeanyvescapo
[13] basphilippe,yvespdb

Top Word Pairs in Tweet in G9:
[120] covid,19
[120] multiple,languages
[120] languages,covid
[120] information,multiple
[107] 本日の感染者はコチラ,co
[107] 本日,12
[107] の広島県内の感染状況,本日の感染者はコチラ
[102] hiroshima_pref,本日
[87] co,aynlae1ivh
[87] aynlae1ivh,information

Top Word Pairs in Tweet in G10:
[11] 2019,ncov
[8] test,developed
[8] use,time
[8] time,test
[8] ncov,available
[8] cdc,use
[8] available,cdc
[8] isolates,2019
[8] virus,isolates
[8] quantified,virus

Top Replied-To
Top Replied-To in Entire Graph:
@_2019_ncov
@sitting_bull_d
@partageinfos
@ink_caro
@crashdebug_fr
@fandemarlene
@takeheight
@lexquismot
@alainsebil
@mazagan_ft

Top Replied-To in G1:
@_2019_ncov
@fandemarlene
@lexquismot
@bfmtv
@bizpoc
@ludovicodiot
@takeheight
@blandinebutteau
@beucherloic
@lord_marcel69

Top Replied-To in G2:
@sitting_bull_d
@partageinfos
@ink_caro
@crashdebug_fr
@_2019_ncov
@alainsebil
@mazagan_ft
@gerardfiloche
@natly12533573
@yovdb

Top Replied-To in G3:
@lisamikolajczy3
@zjk_12
@jamessurowiecki
@mcart_concept
@billypumpaloaf
@jasonwi49175655
@matthewloop
@martinkulldorff
@nomorenameslefd
@19joho

Top Replied-To in G4:
@zoeharcombe
@simstersnose

Top Replied-To in G5:
@twistedmangoes
@peterluck123
@habor77
@mybradleyscott
@kylamb8
@cdcgov
@parocatha
@pralhadkulkarn2
@real_forerunner

Top Replied-To in G6:
@nathanaelyoung
@ssz1967
@lukejmg1986
@barryjohnreid21
@paramaniac9
@meagain10411919
@cilverphox
@johannaszabo1
@jkelleyk
@thepeterburton

Top Replied-To in G8:
@_2019_ncov
@takeheight
@racingunjour
@upr_asselineau
@spacegk
@lesbleusallez
@sitting_bull_d
@pascalpraud
@olivierdrogou
@jean_papinou

Top Replied-To in G9:
@makiyoshimoto3

Top Replied-To in G10:
@longcovidnews
@thang_1_
@astragal
@s3n10el
@btc_there4_i_am
@ox7864
@diedsuddenly_
@billy_two_cents
@davidfergerson2

Top Mentioned
Top Mentioned in Entire Graph:
@_2019_ncov
@sitting_bull_d
@crashdebug_fr
@didiermaisto
@jlmelenchon
@zemmoureric
@j_bardella
@emmanuelmacron
@alainsebil
@ink_caro

Top Mentioned in G1:
@_2019_ncov
@bfmtv
@tpmp
@gg_rmc
@emmanuelmacron
@cdechavanne
@lci
@elonmusk
@guill2001
@zoomabus

Top Mentioned in G2:
@sitting_bull_d
@crashdebug_fr
@jlmelenchon
@didiermaisto
@zemmoureric
@j_bardella
@alainsebil
@emmanuelmacron
@ink_caro
@gerardfiloche

Top Mentioned in G3:
@atrupar
@tracybethhoeg
@govrondesantis
@drjbhattacharya
@steve_yo72
@alfpre
@florida_grand
@jamessurowiecki
@dembellcurves
@19joho

Top Mentioned in G4:
@zoeharcombe
@julienm__
@reinf
@simstersnose
@solsol36451159
@_2019_ncov
@donq_17

Top Mentioned in G5:
@cdcgov
@dokhollidays
@alexander_tin
@kylamb8
@karl_lauterbach
@azdhs
@hhsgov
@repthomasmassie
@rayarmat
@abc

Top Mentioned in G6:
@incytometry
@shocktraumarn
@leelasik
@mcfunny
@hartl73516271
@alex_on_a14
@gyamey
@troydee
@ryanbeed
@jagerx9

Top Mentioned in G7:
@drml350phd
@tsukubais
@acilci_net
@victorfran46
@clubfmphilly
@grandrounds4ods
@drthomaspaul

Top Mentioned in G8:
@_2019_ncov
@astrovicnet
@takeheight
@yvespdb
@tvlcampagnol
@alainhoupert
@verity_france
@upr_asselineau
@55bellechasse
@basphilippe

Top Mentioned in G9:
@hiroshima_pref
@chibaken_kouhou
@funwari_fuwari
@koheikana
@planetrock2014
@ibaraki_kouhou
@ooaminavi
@nerima_tokyo
@makiyoshimoto3
@simanekomama

Top Mentioned in G10:
@diedsuddenly_
@imbronyevalli
@adorablepodcast
@sipkestorm
@mehdirhasan
@allisonhester17
@logically_jc
@monticelloghost
@robininflint
@dulcieburt

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@missb62
@simanekomama
@matiere
@mattmurph24
@cagney1991
@serendipitysays
@rodolfoxoliz
@m2bliquis
@united

Top Tweeters in G1:
@threadreaderapp
@le_figaro
@bfmtv
@m75sylvie
@lopezdominique2
@talullabellefle
@le_parisien
@sarah41659531
@20minutes
@barberis888

Top Tweeters in G2:
@m2bliquis
@botliberalisme
@mariabadin18
@bo_chart
@yvespdb
@afpfr
@pbrenon
@ptunia18
@nouveau_papy
@gerardfiloche

Top Tweeters in G3:
@missb62
@mattmurph24
@cagney1991
@serendipitysays
@debilu2
@marthalynneowe1
@bellesapepper37
@princessbravato
@cnbsnana
@paxnostrum

Top Tweeters in G4:
@cristinadobre
@nuriallibertat2
@andre002nicolas
@johjohjoh12
@imchaffie
@lucky88duck
@westernpajon
@gateta30
@mssassysally
@dopaminergic13

Top Tweeters in G5:
@vonrosenchild
@adekleine
@tyberzannxxxx
@nozakitakehide
@austinlouis5
@behappyandcivil
@katelaity
@abc
@scott_squires
@monitor_ph

Top Tweeters in G6:
@rospay15
@adevotedyogi
@doritmi
@monstercoyliar
@thereal_truther
@takethatct
@unity_coach
@mcfunny
@the_ouroboros__
@tracymmpohill

Top Tweeters in G7:
@matiere
@prtimes_news
@personalfitnes3
@didaclopez
@rehownet2
@thegreenman1949
@gate_15_analyst
@sharonsrose13
@akima9936
@prtimes_biz

Top Tweeters in G8:
@planet211180
@chatmania_misty
@_brindacier
@publicsenat
@jaclostermann
@sgambfil
@didier20030
@papanours60
@pierrejovanovic
@reinette47

Top Tweeters in G9:
@simanekomama
@sosorasora3
@kokusizu2
@sazamaru
@lily_victoria
@ruriasagi
@mintgreennaneko
@shada026
@sakuranokaori19
@turututukotokot

Top Tweeters in G10:
@jds44894884
@zypisfy
@carlbotha2
@ams0035
@cern_lxxl
@mehdirhasan
@fwe1991
@awithonelison
@thelivingkira
@orna_verum


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