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NCoV_2021-12-07_05-48-49.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
December 07, 2021
Short Description:
NCoV via NodeXL https://bit.ly/308Y3dS
@cdcgov
@gino_2019_ncov
@viralvideovlogs
@who
@cdcespanol
@sitting05585749
@blnewsmedia
@west_looper
@sneakytruth093
@julianescutia

Top hashtags:
#covid19
#新型コロナウイルス
#covid_19
#米国
#parents
#sleeveup
#omicron
#covid

Description:
Description
The graph represents a network of 7,775 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 Tuesday, 07 December 2021 at 14:01 UTC.

The requested start date was Tuesday, 07 December 2021 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, 8-hour, 15-minute period from Saturday, 04 December 2021 at 16:45 UTC to Tuesday, 07 December 2021 at 01:00 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 : 7775
Unique Edges : 5254
Edges With Duplicates : 13165
Total Edges : 18419
Number of Edge Types : 5
Retweet : 4226
MentionsInRetweet : 5729
Replies to : 2441
Tweet : 951
Mentions : 5072
Self-Loops : 992
Reciprocated Vertex Pair Ratio : 0.0343906867457012
Reciprocated Edge Ratio : 0.0664945792462571
Connected Components : 957
Single-Vertex Connected Components : 316
Maximum Vertices in a Connected Component : 1657
Maximum Edges in a Connected Component : 7045
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.412537
Graph Density : 0.000160234006172773
Modularity : 0.482549
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,775 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 Tuesday, 07 December 2021 at 14:01 UTC.

The requested start date was Tuesday, 07 December 2021 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, 8-hour, 15-minute period from Saturday, 04 December 2021 at 16:45 UTC to Tuesday, 07 December 2021 at 01:00 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:
[251] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html
[119] https://www.cdc.gov/coronavirus/2019-ncov/global-covid-19/shielding-approach-humanitarian.html
[79] https://www.cdc.gov/coronavirus/2019-ncov/travelers/testing-international-air-travelers.html
[74] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations/immuno.html
[68] https://www.pref.chiba.lg.jp/kenfuku/kansenshou/ncov/kansen-shiyo-sihyou.html
[67] https://www.cdc.gov/coronavirus/2019-ncov/variants/omicron-variant.html
[60] http://vacunacovidsalut.cat/
[59] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[55] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_516_COVID-19.pdf
[55] http://ncov.mohw.go.kr/

Top URLs in Tweet in G1:
[14] https://twitter.com/blf_tv/status/1467858150757908480
[14] https://www.midilibre.fr/2021/12/03/montpellier-denis-agret-le-medecin-antivax-veut-pouvoir-manifester-et-sexprimer-sur-les-reseaux-sociaux-9969084.php
[11] https://sentiweb.fr/
[7] https://twitter.com/rtenfrancais/status/1467519174490656771
[6] https://pgibertie.com/2021/12/06/effets-secondaires-le-terrible-temoignage-venu-disrael/
[4] https://resistance-mondiale.com/israel-un-film-de-temoignages-de-victimes-atteintes-gravement-dans-leur-sante-apres-la-vaccination-pfizer
[4] https://odysee.com/@ivermectine-covid.ch:5/(st-fran%C3%A7ais)-The-Testimonies-Project--risques-de-la-vaccination-covid,-des-victimes-isra%C3%A9liennes-t%C3%A9moignent-(-www.vaxtestimonies.org):b
[4] https://twitter.com/jeanpaulbruno1/status/1467475172689166344
[4] https://www3.nhk.or.jp/news/html/20211204/k10013374401000.html
[4] https://t.me/DenisAgret

Top URLs in Tweet in G2:
[11] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/booster-shot.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/variants/omicron-variant.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/travelers/international-travel-during-covid19.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations/children-teens.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/scientific-brief-omicron-variant.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html
[3] https://espanol.cdc.gov/coronavirus/2019-ncov/travelers/testing-international-air-travelers.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/contact-tracing-infographic.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/travelers/testing-international-air-travelers.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html

Top URLs in Tweet in G3:
[4] https://www.publichealthontario.ca/-/media/documents/ncov/epi/covid-19-aefi-report.pdf?sc_lang=en
[2] https://www.publichealthontario.ca/-/media/documents/ncov/epi/covid-19-aefi-report.pdf
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/fully-vaccinated.html
[1] https://nextstrain.org/ncov/gisaid/global?l=scatter
[1] https://www.who.int/publications/i/item/WHO-2019-nCoV-IPC_Masks-Children-2020.1
[1] https://twitter.com/Golden_Pup/status/1467090315710545926
[1] https://idp.springer.com/authorize?response_type=cookie&client_id=springerlink&redirect_uri=https%3A%2F%2Flink.springer.com%2Farticle%2F10.1007%2Fs11239-021-02580-7
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/safety-of-vaccines.html
[1] https://www.fda.gov/media/134922/download
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html

Top URLs in Tweet in G4:
[65] https://www.cdc.gov/coronavirus/2019-ncov/global-covid-19/shielding-approach-humanitarian.html
[13] https://www.cdc.gov/coronavirus/2019-ncov/travelers/testing-international-air-travelers.html
[9] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902717-3%2Ffulltext&rc=0
[9] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations/children-teens.html
[8] https://nextstrain.org/ncov/gisaid/global
[8] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html
[8] https://www.cdc.gov/coronavirus/2019-ncov/travelers/international-travel-during-covid19.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/booster-shot.html
[5] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10792-cepr-b11529-2.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/holidays/celebrations.html

Top URLs in Tweet in G5:
[6] https://www.who.int/publications-detail-redirect/WHO-2019-nCoV-IPC-2021.1
[5] https://nextstrain.org/ncov/gisaid/africa
[5] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/interactive-ventilation-tool.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/variants/omicron-variant.html
[4] https://www.who.int/news/item/24-08-2020-172-countries-and-multiple-candidate-vaccines-engaged-in-covid-19-vaccine-global-access-facility
[4] https://www.ninds.nih.gov/Current-Research/Coronavirus-and-NINDS/nervous-system#:~:text=In%20some%20people%2C%20response,too%20early%20to%20tell
[4] https://www.eeoc.gov/genetic-information-discrimination
[3] https://www.who.int/publications/i/item/WHO-2019-nCoV-therapeutics-2021.4
[3] https://www.who.int/publications/i/item/WHO-2019-nCoV-IPC-2021.1

Top URLs in Tweet in G6:
[3] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html
[1] https://www.nejm.org/doi/full/10.1056/NEJMoa2114255?cookieSet=1
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2902249-2%2Ffulltext&rc=0
[1] https://www.medrxiv.org/content/10.1101/2021.11.05.21265977v2
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/booster-shot.html
[1] https://www.medrxiv.org/content/10.1101/2021.10.25.21265500v3
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html
[1] https://www.cdc.gov/csels/dls/locs/2021/07-21-2021-lab-alert-Changes_CDC_RT-PCR_SARS-CoV-2_Testing_1.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/fully-vaccinated-people.html#:~:text=These%20findings%2C%20along%20with%20the,fully%20vaccinated%20people%20who%20become
[1] https://www.cdc.gov/coronavirus/2019-ncov/long-term-effects/index.html

Top URLs in Tweet in G7:
[244] https://www.pref.ibaraki.jp/1saigai/2019-ncov/index.html

Top URLs in Tweet in G8:
[11] https://espanol.cdc.gov/coronavirus/2019-ncov/travelers/international-travel/travel-assessment/index.html
[3] https://espanol.cdc.gov/coronavirus/2019-ncov/vaccines/recommendations/children-teens.html
[2] https://espanol.cdc.gov/coronavirus/2019-ncov/vaccines/booster-shot.html
[2] https://espanol.cdc.gov/coronavirus/2019-ncov/variants/omicron-variant.html?utm_source=twitter&utm_medium=social
[1] https://zoek.officielebekendmakingen.nl/kst-35401-A.html
[1] https://www.tweedekamer.nl/kamerstukken/wetsvoorstellen/detail?id=2020Z03689&dossier=35401
[1] https://zoek.officielebekendmakingen.nl/stcrt-2020-6800.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/booster-shot.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/variants/variant.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety.html

Top URLs in Tweet in G9:
[32] https://www.cdc.gov/coronavirus/2019-ncov/variants/omicron-variant.html
[2] https://kingcounty.gov/depts/health/covid-19/ventilation.aspx
[2] https://www.cdc.gov/coronavirus/2019-ncov/community/ventilation.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/Improving-Ventilation-Home.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/community/ventilation.htmlCDC
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(21)02718-5/fulltext?utm_campaign=tl&utm_content=189955187&utm_medium=social&utm_source=twitter&hss_channel=tw-27013292
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2901699-8%2Ffulltext%3Futm_campaign%3Dlancetcovid21%26utm_source%3Dtwitter%26utm_medium%3Dsocial&rc=0
[1] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/covid-19-contact-tracing-risk-assessment.pdf?la=en
[1] https://www.publichealthontario.ca/-/media/documents/ncov/voc/2021/12/covid-19-omicron-b11529-risk-assessment.pdf?sc_lang=en
[1] https://www.publichealthontario.ca/-/media/documents/ncov/epi/covid-19-children-school-outbreaks-epi-summary.pdf?sc_lang=en

Top URLs in Tweet in G10:
[7] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/adverse-events.html
[7] 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
[3] https://www.nejm.org/doi/full/10.1056/NEJMoa2109730?cookieSet=1
[2] https://www.cdc.gov/coronavirus/2019-ncov/global-covid-19/shielding-approach-humanitarian.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/need-extra-precautions/people-with-medical-conditions.html?fbclid=IwAR1-Qw78ymRWgU4ExiSaJjW61gKHPWEk4ANKs4YuxsRhzRI-DljgBt07bkA
[2] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/Pfizer-BioNTech.html
[1] https://twitter.com/HansMahncke/status/1467884490160758787
[1] https://www.publichealthontario.ca/-/media/documents/ncov/epi/covid-19-myocarditis-pericarditis-vaccines-epi.pdf?sc_lang=en
[1] https://www.publichealthontario.ca/-/media/documents/ncov/epi/covid-19-myocarditis-pericarditis-vaccines-epi.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[1265] cdc.gov
[251] ibaraki.jp
[146] twitter.com
[144] gob.es
[108] lg.jp
[91] go.kr
[68] nextstrain.org
[65] who.int
[65] recombinomics.co
[60] vacunacovidsalut.cat

Top Domains in Tweet in G1:
[81] twitter.com
[15] midilibre.fr
[13] pgibertie.com
[11] youtube.com
[11] sentiweb.fr
[7] odysee.com
[5] or.jp
[4] resistance-mondiale.com
[4] t.me
[3] legrandreveil.co

Top Domains in Tweet in G2:
[111] cdc.gov
[3] twitter.com
[2] who.int
[1] vaccines.gov
[1] bit.ly
[1] gov.uk
[1] archive.org
[1] gob.es
[1] usa.gov
[1] nih.gov

Top Domains in Tweet in G3:
[7] publichealthontario.ca
[4] cdc.gov
[1] nextstrain.org
[1] who.int
[1] twitter.com
[1] springer.com
[1] fda.gov

Top Domains in Tweet in G4:
[247] cdc.gov
[22] nextstrain.org
[17] twitter.com
[11] elsevierhealth.com
[10] go.jp
[7] gencat.cat
[6] go.kr
[5] who.int
[5] co.jp
[4] jhu.edu

Top Domains in Tweet in G5:
[26] who.int
[23] cdc.gov
[9] nextstrain.org
[5] nih.gov
[4] eeoc.gov
[3] publichealthontario.ca
[2] go.jp
[1] magicapp.org
[1] bmj.com
[1] bedford.io

Top Domains in Tweet in G6:
[13] cdc.gov
[2] elsevierhealth.com
[2] medrxiv.org
[2] gov.uk
[2] gov.au
[1] nejm.org
[1] acc.org
[1] googleapis.com

Top Domains in Tweet in G7:
[244] ibaraki.jp

Top Domains in Tweet in G8:
[25] cdc.gov
[2] officielebekendmakingen.nl
[1] tweedekamer.nl
[1] canada.ca
[1] who.int

Top Domains in Tweet in G9:
[38] cdc.gov
[3] publichealthontario.ca
[2] kingcounty.gov
[2] thelancet.com
[2] elsevierhealth.com
[2] epa.gov

Top Domains in Tweet in G10:
[24] cdc.gov
[3] publichealthontario.ca
[3] nejm.org
[1] twitter.com
[1] nih.gov
[1] gov.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1361] covid19
[248] 新型コロナウイルス
[147] covid_19
[74] 米国
[64] parents
[64] sleeveup
[61] omicron
[54] covid
[52] omicronvariant
[51] 더안전한_더나은일상



Top Hashtags in Tweet in G1:
[33] pfizer
[22] ursulavonderleyenenprison
[22] ursulavonderleyeninjail
[21] macrondestitution
[21] veranenprison
[20] youngleaders
[20] klausschwab
[18] vaccinezvous
[11] pfizergate
[11] stopthegreatreset

Top Hashtags in Tweet in G2:
[990] covid19
[60] parents
[60] sleeveup
[14] vaccination
[5] omicronvariant
[5] travel
[5] breastfeeding
[4] dyk
[3] internationaltravel
[3] covid

Top Hashtags in Tweet in G4:
[43] covid19
[9] cdc
[8] coronavirus
[7] omicron
[6] travel
[5] internationaltravel
[3] corona
[3] ncov
[3] 2019ncov
[3] covidvaccine

Top Hashtags in Tweet in G5:
[48] covid19
[37] omicronvariant
[2] vaccinequity
[2] covid19ireland
[2] iwouldlovetostaybut
[1] coronavirus
[1] wuhan
[1] china
[1] parents
[1] sleeveup

Top Hashtags in Tweet in G7:
[244] 新型コロナウイルス
[3] いばらきアマビエちゃん
[2] 茨城県

Top Hashtags in Tweet in G8:
[111] covid19
[22] coronavirus
[10] omicron
[3] parents
[3] sleeveup
[2] viaje
[2] cdc
[2] dyk
[1] viajeinternacional
[1] estaentusmanosnevada

Top Hashtags in Tweet in G9:
[32] covid
[32] omicron
[5] covid19
[1] omicronvariant
[1] lamethsci

Top Words
Top Words in Tweet in Entire Graph:
[1841] gino_2019_ncov
[1361] #covid19
[1184] covid
[1076] cdcgov
[978] 0名
[871] 19
[858] vaccine
[779] vaccination
[647] cdc
[601] air

Top Words in Tweet in G1:
[1714] gino_2019_ncov
[298] également
[267] ce
[247] c'est
[192] ils
[176] plus
[172] vaccins
[166] cyrildufour2
[164] mckinsey
[156] sont

Top Words in Tweet in G2:
[1012] cdcgov
[990] #covid19
[605] vaccination
[480] air
[477] passengers
[475] starting
[468] regardless
[467] status
[466] show
[466] negative

Top Words in Tweet in G3:
[408] covid
[407] ontario
[406] 19
[406] vaccine
[395] events
[394] adverse
[394] nov
[236] myocarditis
[232] health
[231] ontario's

Top Words in Tweet in G4:
[132] 19
[126] covid
[79] cdc
[56] more
[53] risk
[46] vaccine
[45] ncov
[43] #covid19
[41] shielding
[41] approach

Top Words in Tweet in G5:
[56] cdc
[48] #covid19
[43] including
[40] increased
[38] shared
[37] cdcdirector
[37] #omicronvariant
[36] week
[36] steps
[36] taking

Top Words in Tweet in G6:
[14] andylumm
[12] barryjohnreid21
[12] burgerlab12
[11] pawley_robert
[11] markmcdougall13
[11] bebert701
[11] rtheatheist
[11] kayvonpaul
[9] mcfunny
[9] chrisjohnsonmd

Top Words in Tweet in G7:
[970] 0名
[244] #新型コロナウイルス
[242] 感染症情報
[242] 本日の新規陽性者数
[242] 本日の退院等回復者数
[242] 現在の入院者数
[242] うち重症者数
[242] 詳しくはこちらをご覧ください
[239] ibaraki_kouhou
[239] 引

Top Words in Tweet in G8:
[111] #covid19
[69] cdcespanol
[64] vacunas
[62] contra
[36] cdc
[33] niños
[32] deben
[31] status
[27] vacuna
[27] seguras

Top Words in Tweet in G9:
[68] covid
[67] public
[63] cases
[39] air
[39] homes
[38] steps
[37] spaces
[37] business
[37] take
[37] improve

Top Words in Tweet in G10:
[48] shielding
[48] approach
[48] cdc's
[46] dawnstar1776
[46] cdc
[44] separate
[43] thread
[43] end
[43] game
[43] plan

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[772] covid,19
[541] air,passengers
[521] passengers,regardless
[520] status,show
[519] show,negative
[514] vaccination,status
[512] regardless,vaccination
[510] negative,#covid19
[507] starting,dec
[452] 19,vaccine

Top Word Pairs in Tweet in G1:
[162] cyrildufour2,gino_2019_ncov
[154] gino_2019_ncov,mckinsey
[148] mckinsey,également
[148] également,participé
[148] participé,création
[148] création,lrem
[148] lrem,2017
[148] 2017,oublions
[148] oublions,également
[148] également,11

Top Word Pairs in Tweet in G2:
[477] air,passengers
[468] passengers,regardless
[466] status,show
[466] show,negative
[464] negative,#covid19
[459] starting,dec
[453] regardless,vaccination
[453] vaccination,status
[403] traveling,internationally
[400] internationally,starting

Top Word Pairs in Tweet in G3:
[405] covid,19
[405] 19,vaccine
[394] adverse,events
[231] case,myocarditis
[231] public,health
[213] myocarditis,pericarditis
[208] ontario's,1st
[208] 1st,case
[208] pericarditis,report
[208] report,public

Top Word Pairs in Tweet in G4:
[106] covid,19
[41] shielding,approach
[24] high,risk
[22] ncov,19
[22] learn,more
[22] risk,low
[22] low,risk
[21] chadox1,ncov
[21] approach,cdc's
[21] cdc's,end

Top Word Pairs in Tweet in G5:
[36] week,shared
[36] shared,steps
[36] steps,cdc
[36] cdc,taking
[36] taking,stay
[36] stay,ahead
[36] ahead,#omicronvariant
[36] #omicronvariant,including
[36] including,increased
[36] increased,surveillance

Top Word Pairs in Tweet in G6:
[8] rtheatheist,kayvonpaul
[8] kayvonpaul,themelyssak
[8] themelyssak,bebert701
[8] bebert701,andylumm
[8] andylumm,barryjohnreid21
[8] barryjohnreid21,pawley_robert
[8] pawley_robert,burgerlab12
[8] burgerlab12,markmcdougall13
[6] truth_in_number,unclebuckj
[6] nyob7714,browningneelyn

Top Word Pairs in Tweet in G7:
[242] #新型コロナウイルス,感染症情報
[242] 本日の新規陽性者数,0名
[242] 0名,本日の退院等回復者数
[242] 本日の退院等回復者数,0名
[242] 0名,現在の入院者数
[242] 現在の入院者数,0名
[242] 0名,うち重症者数
[242] うち重症者数,0名
[242] 0名,詳しくはこちらをご覧ください
[239] ibaraki_kouhou,#新型コロナウイルス

Top Word Pairs in Tweet in G8:
[54] contra,#covid19
[36] vacunas,contra
[27] #covid19,seguras
[27] seguras,fda
[27] fda,autorizado
[27] autorizado,niños
[27] niños,vacunas
[27] covid,19
[26] cdcespanol,vacunas
[26] vacunas,contr

Top Word Pairs in Tweet in G9:
[37] public,spaces
[37] spaces,business
[37] business,homes
[37] homes,take
[37] take,steps
[37] steps,improve
[37] improve,indoor
[37] indoor,air
[37] air,quality
[37] quality,reduce

Top Word Pairs in Tweet in G10:
[48] shielding,approach
[43] thread,cdc
[43] cdc,shielding
[43] approach,cdc's
[43] cdc's,end
[43] end,game
[43] game,plan
[43] plan,establishing
[43] establishing,camps
[43] camps,separate

Top Replied-To
Top Replied-To in Entire Graph:
@gino_2019_ncov
@barocaine
@sof9eli
@cyrildufour2
@pascalpraud
@thedoctor14540
@jean_resistant
@tatapaillettes1
@pandantag
@roblandt

Top Replied-To in G1:
@gino_2019_ncov
@sof9eli
@barocaine
@cyrildufour2
@pascalpraud
@thedoctor14540
@jean_resistant
@tatapaillettes1
@deyyanno
@addpourle

Top Replied-To in G2:
@cdcgov
@gregggonsalves
@lavern_spicer
@cowrabbit88
@drunkcynic
@michaelmina_lab
@reopenpa
@eltiempo
@americanair
@yankeechick78

Top Replied-To in G3:
@kiilkenny
@clarecraigpath
@mokvohk
@bristolcomsense
@stronty2
@korry
@adamlockett34

Top Replied-To in G4:
@byuoritter

Top Replied-To in G5:
@kprather88
@rglobalism
@erictopol
@potus
@kamalaharris
@johnjohnstoned
@drjoebooot
@monethilerato
@ljr_physio
@ifihadastick

Top Replied-To in G6:
@rtheatheist
@paisapoints
@jcdeardeuff
@burgerlab12
@carrjerlee
@justparrott
@daverburgess
@tonyhinton2016
@robertopaulos85
@biotechstocktr1

Top Replied-To in G8:
@italleafs
@emcteagle

Top Replied-To in G9:
@apmalong
@harlickjen

Top Replied-To in G10:
@allchanges
@margtokar
@drericding
@leaddernoire
@imadgen01
@beckyryall
@pennywisemn
@mikehornby84
@jaonowens
@msnbc

Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@gino_2019_ncov
@ibaraki_kouhou
@blnewsmedia
@golden_pup
@cyrildufour2
@ministeriosalud
@cdcespanol
@imani_barbarin
@chancegardiner

Top Mentioned in G1:
@gino_2019_ncov
@cyrildufour2
@roblandt
@giberpa
@cnews
@louan07
@zyrs10
@morandini_live
@morandiniblog
@jaimehorta17

Top Mentioned in G2:
@cdcgov
@hhsgov
@usembassyseoul
@oss117_helsinki
@alexander_tin
@hhs_ash
@ksbreastfeeding
@usagov
@vdhgov
@idph

Top Mentioned in G3:
@blnewsmedia
@golden_pup
@koenswinkels
@luigivasalini
@maajidnawaz
@clarecraigpath
@bradand49907186
@weknowwhatyour2
@jengleruk
@mgadsden1776

Top Mentioned in G4:
@drml350phd
@valdescabb
@bishpoul
@anneknowsstuff
@hmestedpadre
@covid_vaccfacts
@health11new
@schiffgiulio

Top Mentioned in G5:
@who
@cdcdirector
@cdcgov
@cdcenvironment
@trvrb
@jmcrookston
@nextstrain
@cdc
@lazaruslong13
@nih

Top Mentioned in G6:
@andylumm
@barryjohnreid21
@pawley_robert
@markmcdougall13
@bebert701
@kayvonpaul
@burgerlab12
@chrisjohnsonmd
@mcfunny
@wendyorent

Top Mentioned in G7:
@ibaraki_kouhou

Top Mentioned in G8:
@cdcespanol
@e_hunyadi
@cdcgov
@cityofstldoh
@dr_julio_medina
@medlineplusesp
@cdcemergency
@estaentusmanosn
@niaidnews
@pbcgov

Top Mentioned in G9:
@docjeffd
@helenbranswell
@edtubb
@thelancet
@cdcgov
@feltford
@outdoor_junki3
@photonicpunk
@ladyscorcher
@nb_covid_info

Top Mentioned in G10:
@dawnstar1776
@imadgen01
@themarketswork
@laulau_89
@allchanges
@fayze123
@pennywisemn
@bakosattila6
@jstocker808
@liligogo19

Top Tweeters
Top Tweeters in Entire Graph:
@oldlady12345
@americanair
@danielpilotte1
@dichristine
@paoloigna1
@hjlv2378
@gambiste1
@matiere
@pparzival
@british_airways

Top Tweeters in G1:
@danielpilotte1
@inachiveg
@makedni
@thalassa2008
@cmartyluso1
@le_figaro
@chani_bayle
@minilicorne69
@bfmtv
@sylvita30

Top Tweeters in G2:
@americanair
@british_airways
@rjber15
@_redfrog
@wadakashiho
@kind0320
@rapplerdotcom
@amyayers16
@carolmaewy
@cblazblaz

Top Tweeters in G3:
@drdaveanddee
@mutalabala
@helenyates52
@blueyes9445
@bristolcomsense
@hasan08931491
@lorac22allen
@103blinddog
@donahugh216
@lydialynn89

Top Tweeters in G4:
@justiceoutcry
@personalfitnes3
@jp_kenchan_dayo
@voter1vote
@pete2shawn
@davidgr07837209
@jfvdvelden
@bettycjung
@areyou0
@timmins316

Top Tweeters in G5:
@dichristine
@matiere
@rosenchild
@marthalynneowe1
@ribrib010
@eilonwy24
@demiurgotuiter
@_arushinjitsu_
@katydogcrazy
@llacigart

Top Tweeters in G6:
@lizditz
@zerohedge
@wsj
@adevotedyogi
@_mamadeb
@tony__heller
@monstercoyliar
@godfrey28482926
@kath2cats
@wjack76995

Top Tweeters in G7:
@shintochigi1
@yukimiyatakako
@y_okada_6_8
@noel_hasui
@tsuka_kazunee
@zyoushou
@sgr_kn
@over56_34
@hoshiringo
@kepposhi

Top Tweeters in G8:
@viralvideovlogs
@toypilanews
@masterguy141
@lady_fabi
@verkerksok
@beatlebaby64
@citynewsto
@cbctoronto
@rootbrian_
@joostniemoller

Top Tweeters in G9:
@monty_chadha
@censelio
@mariecolemanao
@torontoddg
@jccordero28
@beth_lizet
@woodfordindk
@fmcqueen31
@severuduw
@mackayim

Top Tweeters in G10:
@allchanges
@_yvonneburton
@z_chrissie
@redeemedseven
@tony_hambleton
@jellen805
@msnbc
@almostjingo
@whiz6059
@crazycdn123


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