SARS-NCOV, Twitter, 12/18/2020 12:45:55 AM, 243597


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SARS-NCOV_2020-12-17_04-17-02.xlsx
SARS-NCOV_2020-12-17_04-17-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 18, 2020
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3nuqRnj
@cdcgov
@realdonaldtrump
@kenn_ffci
@joebiden
@atrupar
@coronaupdatebot
@rudygiuliani
@crtgamer1
@dcfairbank
@hubertlinssen1

Top hashtags:
#covid19
#sarscov2
#opendata
#covid_19
#covid19vaccine
#rtalb
#vaccine
#covid
#sars

Description:
Description
The graph represents a network of 4,496 Twitter users whose tweets in the requested range contained "SARS-NCOV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 17 December 2020 at 12:22 UTC.

The requested start date was Thursday, 17 December 2020 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 13-day, 12-hour, 10-minute period from Thursday, 03 December 2020 at 01:09 UTC to Wednesday, 16 December 2020 at 13:19 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 : 4496
Unique Edges : 3230
Edges With Duplicates : 2786
Total Edges : 6016
Number of Edge Types : 5
Retweet : 1078
MentionsInRetweet : 1436
Replies to : 914
Mentions : 2106
Tweet : 482
Self-Loops : 491
Reciprocated Vertex Pair Ratio : 0.00342801175318315
Reciprocated Edge Ratio : 0.00683260126891166
Connected Components : 838
Single-Vertex Connected Components : 283
Maximum Vertices in a Connected Component : 1217
Maximum Edges in a Connected Component : 2087
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.24122
Graph Density : 0.000202775721541135
Modularity : 0.696916
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,496 Twitter users whose tweets in the requested range contained "SARS-NCOV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 17 December 2020 at 12:22 UTC.

The requested start date was Thursday, 17 December 2020 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 13-day, 12-hour, 10-minute period from Thursday, 03 December 2020 at 01:09 UTC to Wednesday, 16 December 2020 at 13:19 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 : SARS-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:
[905] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[118] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2932661-1%2Ffulltext&rc=0
[89] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[66] https://nextstrain.org/ncov
[38] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-options-to-reduce-quarantine.html
[24] https://journals.scholarsportal.info/search?q=((COVID-19)+OR+(2019-nCoV)+OR+(SARS-CoV-2))&search_in=anywhere&date_from=&date_to=&sort=relevance&sub=
[22] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Flancet%2Farticle%2Fs0140-6736%2820%2932661-1&rc=0
[17] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10022-491p01.html
[17] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2932661-1%2Ffulltext%3Futm_campaign%3Dtlcoronavirus20%26utm_source%3Dtwitter%26utm_medium%3Dsocial&rc=0
[16] https://www.fda.gov/media/144245/download

Top URLs in Tweet in G1:
[83] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2932661-1%2Ffulltext&rc=0
[26] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[14] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Flancet%2Farticle%2Fs0140-6736%2820%2932661-1&rc=0
[13] https://twitter.com/MICHAELMKEAGLE5/status/1336800240117063680
[11] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-options-to-reduce-quarantine.html
[10] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2932661-1%2Ffulltext%3Futm_campaign%3Dtlcoronavirus20%26utm_source%3Dtwitter%26utm_medium%3Dsocial&rc=0
[7] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2932661-1%2Ffulltext%3Fdgcid%3Detoc-edschoice_email_tlcoronavirus20&rc=0
[6] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10022-491p01.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/community/ventilation.html
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931604-4%2Ffulltext&rc=0

Top URLs in Tweet in G2:
[56] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[15] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-options-to-reduce-quarantine.html
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2932661-1%2Ffulltext%3Fdgcid%3Detoc-edschoice_email_tlcoronavirus20&rc=0
[3] https://www.cdc.gov/coronavirus/2019-ncov/community/ventilation.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[1] https://twitter.com/Joseph_Morong/status/1339050450901843968
[1] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/animals.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/lab/resources/antigen-tests-guidelines.html
[1] https://twitter.com/HowardOvens/status/1221075048494256132
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/prevention.html

Top URLs in Tweet in G3:
[46] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[2] https://med.stanford.edu/news/all-news/2020/06/stanford-scientists-contribute-to-who-mask-guidelines.html
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7033698/
[1] https://www.acpjournals.org/doi/10.7326/M20-1342?cookieSet=1
[1] https://msphere.asm.org/content/5/5/e00637-20
[1] https://www.umms.org/coronavirus/what-to-know/masks/wearing-mask
[1] https://www.fda.gov/medical-devices/personal-protective-equipment-infection-control/n95-respirators-surgical-masks-and-face-masks
[1] https://wwwnc.cdc.gov/eid/article/26/10/20-0948_article
[1] https://www.cdc.gov/media/releases/2020/p0714-americans-to-wear-masks.html

Top URLs in Tweet in G4:
[58] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7228242/
[1] https://www.pnas.org/content/early/2020/12/02/2015954117
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/social-distancing.html
[1] https://www.health.harvard.edu/blog/masks-save-lives-heres-what-you-need-to-know-2020111921466
[1] https://www.washingtonpost.com/health/2020/11/12/covid-masks-protect-wearers/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41598-020-72798-7
[1] https://www.ucsf.edu/news/2020/06/417906/still-confused-about-masks-heres-science-behind-how-face-masks-prevent
[1] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/about-epidemiology/identifying-source-outbreak.html#:~:text=This%20new%20coronavirus%20is%20similar,was%20discovered%20in%202019

Top URLs in Tweet in G5:
[2] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10022-491p01.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-options-to-reduce-quarantine.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[1] https://twitter.com/carpe_diem0820/status/1322427421136617472
[1] https://twitter.com/carpe_diem0820/status/1331414544741089283
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2932661-1%2Fabstract&rc=0
[1] https://twitter.com/carpe_diem0820/status/1331000427207294976
[1] https://www.cdc.gov/coronavirus/2019-ncov/travelers/travel-during-covid19.html

Top URLs in Tweet in G6:
[107] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[1] https://twitter.com/thauserkstp/status/1334975100429463554

Top URLs in Tweet in G7:
[66] https://nextstrain.org/ncov
[6] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[3] https://nextstrain.org/ncov/asia
[3] https://nextstrain.org/ncov/africa
[3] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[2] https://nextstrain.org/ncov/asia?c=region&f_country=India
[1] https://nextstrain.org/ncov/europe
[1] https://virological.org/t/year-letter-genetic-clade-naming-for-sars-cov-2-on-nextstain-org/498
[1] https://nextstrain.org/ncov/global?branchLabel=clade&c=clade_membership
[1] https://nextstrain.org/ncov/north-america

Top URLs in Tweet in G8:
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html

Top URLs in Tweet in G9:
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2932661-1%2Ffulltext&rc=0
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Flancet%2Farticle%2Fs0140-6736%2820%2932661-1&rc=0
[3] https://nextstrain.org/ncov/global
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2932661-1%2Ffulltext%3Futm_campaign%3Dtlcoronavirus20%26utm_source%3Dtwitter%26utm_medium%3Dsocial&rc=0
[1] https://www.thelancet.com/lancet/article/S0140-6736(20)32661-1
[1] https://ncrc.jhsph.edu/research/safety-and-efficacy-of-the-chadox1-ncov-19-vaccine-azd1222-against-sars-cov-2-an-interim-analysis-of-four-randomised-controlled-trials-in-brazil-south-africa-and-the-uk/
[1] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(20)32661-1/fulltext?utm_content=buffer395c9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://marlin-prod.literatumonline.com/pb-assets/Lancet/pdfs/S0140673620326611.pdf
[1] https://marlin-prod.literatumonline.com/pb-assets/Lancet/pdfs/S0140673620326234.pdf

Top URLs in Tweet in G10:
[18] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[8] https://www.americanthinker.com/blog/2020/12/the_vaccine_shows_that_for_democrats_politics_always_override_principles.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/mrna.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/lab/grows-virus-cell-culture.html

Top Domains
Top Domains in Tweet in Entire Graph:
[1166] cdc.gov
[203] elsevierhealth.com
[99] nextstrain.org
[48] scholarsportal.info
[42] twitter.com
[24] go.jp
[23] nih.gov
[23] fda.gov
[17] nature.com
[16] mayoclinic.org

Top Domains in Tweet in G1:
[133] elsevierhealth.com
[77] cdc.gov
[22] twitter.com
[7] go.jp
[6] nih.gov
[6] thelancet.com
[4] sciencedirect.com
[3] wordpress.com
[3] nextstrain.org
[2] literatumonline.com

Top Domains in Tweet in G2:
[85] cdc.gov
[5] elsevierhealth.com
[2] twitter.com

Top Domains in Tweet in G3:
[55] cdc.gov
[2] stanford.edu
[2] nih.gov
[1] acpjournals.org
[1] asm.org
[1] umms.org
[1] fda.gov
[1] nyuhs.org
[1] mayoclinic.org
[1] hopkinsmedicine.org

Top Domains in Tweet in G4:
[64] cdc.gov
[2] washingtonpost.com
[1] nih.gov
[1] pnas.org
[1] harvard.edu
[1] nature.com
[1] ucsf.edu
[1] healthaffairs.org

Top Domains in Tweet in G5:
[4] cdc.gov
[3] twitter.com
[2] go.jp
[1] elsevierhealth.com

Top Domains in Tweet in G6:
[107] cdc.gov
[1] twitter.com

Top Domains in Tweet in G7:
[81] nextstrain.org
[9] cdc.gov
[1] virological.org
[1] twitter.com
[1] elsevierhealth.com
[1] ucsf.edu
[1] healthaffairs.org
[1] ucdavis.edu
[1] kare11.com
[1] nature.com

Top Domains in Tweet in G8:
[2] cdc.gov

Top Domains in Tweet in G9:
[12] elsevierhealth.com
[3] nextstrain.org
[2] thelancet.com
[2] literatumonline.com
[1] jhsph.edu

Top Domains in Tweet in G10:
[27] cdc.gov
[8] americanthinker.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[294] covid19
[126] sarscov2
[66] opendata
[21] covid_19
[19] covid19vaccine
[19] rtalb
[16] vaccine
[10] covid
[9] sars
[9] sars_cov_2



Top Hashtags in Tweet in G1:
[18] covid19
[7] vaccine
[7] rtalb
[5] coronavirus
[5] covid
[4] sarscov2
[4] sars
[2] sars_cov_2
[2] covid19papers
[2] oxfordvaccine

Top Hashtags in Tweet in G2:
[121] covid19
[1] covid19ph
[1] sars_cov_2
[1] schools
[1] covidus
[1] covid19reinfectioninvestigationprotocol
[1] covid19reinfectioninvestigations
[1] magat

Top Hashtags in Tweet in G3:
[3] covidiot
[1] wearadamnmask
[1] maskssavelives
[1] superspreaderevent

Top Hashtags in Tweet in G7:
[69] covid19
[68] sarscov2
[66] opendata
[1] sars_cov_2
[1] bioinformatics

Top Hashtags in Tweet in G9:
[18] covid19vaccine
[6] covid19
[4] vaccine
[2] az
[2] safety
[2] efficacy
[2] chadox1
[2] azd1222
[1] vacunas
[1] sarscov2

Top Words
Top Words in Tweet in Entire Graph:
[1008] cov
[888] sars
[587] ncov
[528] masks
[518] 19
[406] vaccine
[384] efficacy
[377] chadox1
[372] safety
[362] interim

Top Words in Tweet in G1:
[284] sars
[278] cov
[222] ncov
[202] 19
[170] vaccine
[159] chadox1
[155] against
[154] interim
[152] safety
[151] efficacy

Top Words in Tweet in G2:
[267] masks
[250] cdcgov
[121] #covid19
[113] help
[111] people
[111] community
[110] prevent
[110] getting
[110] spreading
[110] effective

Top Words in Tweet in G3:
[35] realdonaldtrump
[9] cdc
[8] rudygiuliani
[7] masks
[7] sars
[6] mask
[6] start
[6] again
[6] work
[6] medical

Top Words in Tweet in G4:
[43] joebiden
[8] masks
[8] drdavidsamadi
[8] cdc
[7] studies
[7] sars
[6] covid
[6] kamalaharris
[6] go
[5] transition46

Top Words in Tweet in G5:
[130] cov
[124] 新型コロナウイルスsars
[124] 2のゲノム分子疫学調査
[120] 感染研からゲノム解析の続報
[120] 陽性検体からも約1
[120] 1万のゲノム情報を確定
[120] 第二波の7月以降から10月末まで
[120] 全て3月中旬以降ヨーロッパから流入した2系統に由来するものが占める
[119] kenmomd
[119] 2020年1

Top Words in Tweet in G6:
[107] mask
[107] wearing
[107] scientifically
[107] demonstrated
[107] slow
[107] spread
[107] coronavirus
[107] co
[107] jze5hknblj
[107] data

Top Words in Tweet in G7:
[77] thanks
[71] sequences
[69] #covid19
[68] gisaid
[68] #sarscov2
[66] #opendata
[66] sharing
[66] we've
[66] updated
[58] nextstrain

Top Words in Tweet in G8:
[2] jimdtweet
[2] fishyfish67
[2] ibergwiesel
[2] dawntj90
[2] asinister
[2] respiratory

Top Words in Tweet in G9:
[69] efficacy
[67] safety
[58] sars
[58] cov
[54] vaccine
[53] ncov
[53] 19
[52] against
[51] chadox1
[51] azd1222

Top Words in Tweet in G10:
[14] vaccine
[13] cdc
[12] cnn
[9] sars
[8] years
[8] gmo
[8] genetic
[8] modified
[8] foods
[8] issue

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[788] sars,cov
[375] chadox1,ncov
[365] ncov,19
[350] safety,efficacy
[347] efficacy,chadox1
[338] 19,vaccine
[337] against,sars
[319] vaccine,azd1222
[317] azd1222,against
[291] cov,interim

Top Word Pairs in Tweet in G1:
[253] sars,cov
[160] ncov,19
[159] chadox1,ncov
[153] 19,vaccine
[153] against,sars
[148] randomised,controlled
[148] safety,efficacy
[148] efficacy,chadox1
[148] interim,analysis
[146] vaccine,azd1222

Top Word Pairs in Tweet in G2:
[110] masks,help
[110] help,prevent
[110] prevent,people
[110] people,getting
[110] getting,spreading
[110] spreading,#covid19
[110] #covid19,masks
[110] masks,effective
[110] effective,widely
[110] widely,used

Top Word Pairs in Tweet in G3:
[5] michael33102236,realdonaldtrump
[5] sars,cov
[3] win,biggest
[3] biggest,#covidiot
[3] #covidiot,day
[3] day,well
[3] well,done
[3] done,prize
[3] prize,50
[3] 50,hours

Top Word Pairs in Tweet in G4:
[4] sars,cov
[4] drdavidsamadi,joebiden
[3] amuse,joebiden
[3] 100,effective
[3] joebiden,go
[3] 45,references
[3] references,bottom
[2] transition46,joebiden
[2] 12,microns
[2] nikegb7,joebiden

Top Word Pairs in Tweet in G5:
[124] 新型コロナウイルスsars,cov
[124] cov,2のゲノム分子疫学調査
[120] 感染研からゲノム解析の続報,陽性検体からも約1
[120] 陽性検体からも約1,1万のゲノム情報を確定
[120] 1万のゲノム情報を確定,第二波の7月以降から10月末まで
[120] 第二波の7月以降から10月末まで,全て3月中旬以降ヨーロッパから流入した2系統に由来するものが占める
[120] 全て3月中旬以降ヨーロッパから流入した2系統に由来するものが占める,新型コロナウイルスsars
[119] kenmomd,感染研からゲノム解析の続報
[119] 2のゲノム分子疫学調査,2020年1
[29] airborne,infectionがあり得ることは既にcdcが指摘しており

Top Word Pairs in Tweet in G6:
[107] mask,wearing
[107] wearing,scientifically
[107] scientifically,demonstrated
[107] demonstrated,slow
[107] slow,spread
[107] spread,coronavirus
[107] coronavirus,co
[107] co,jze5hknblj
[107] jze5hknblj,data
[106] atrupar,mask

Top Word Pairs in Tweet in G7:
[68] #covid19,#sarscov2
[66] thanks,#opendata
[66] #opendata,sharing
[66] sharing,gisaid
[66] gisaid,we've
[66] we've,updated
[61] #sarscov2,sequences
[55] nextstrain,thanks
[12] updated,4362
[12] 4362,#covid19

Top Word Pairs in Tweet in G9:
[58] sars,cov
[53] ncov,19
[52] against,sars
[51] chadox1,ncov
[50] 19,vaccine
[50] azd1222,against
[50] safety,efficacy
[49] efficacy,chadox1
[49] cov,interim
[48] vaccine,azd1222

Top Word Pairs in Tweet in G10:
[8] gmo,genetic
[8] genetic,modified
[8] modified,foods
[8] foods,issue
[8] issue,mrna
[8] mrna,cdc
[8] cdc,vaccine
[7] years,concern
[7] concern,gmo
[7] vaccine,control

Top Replied-To
Top Replied-To in Entire Graph:
@matthewjshow
@thauserkstp
@samoht23
@amuse
@critica16626668
@davenewworld_2
@kickaha
@marunsyugojizou
@jimeverage
@mrwaternooze

Top Replied-To in G2:
@tomfitton
@geoconservative
@dan_sheetz
@guyseduire

Top Replied-To in G3:
@gregzeigler63
@mygoddesskawaii
@darlasak360
@ndanner18
@dimonemon
@rachelpiring
@therealcupofjoe
@nemesis3373
@seeker1_justice
@debster2282

Top Replied-To in G4:
@matthewjshow
@amuse
@usstrong727
@jonsgardner
@formernewspaper
@dbrassiere
@proppatingz1
@tony50021986
@photoartist9
@chains_11

Top Replied-To in G7:
@par2ivals_world
@pinkbunny22001
@bonchieredstate
@jen79295418
@jeffvancegso
@benfish75
@tjkonvalin

Top Replied-To in G8:
@spurglyd
@lynnfynn3

Top Replied-To in G9:
@lperrins
@drhoenderkamp
@peston
@thelancet

Top Replied-To in G10:
@nytimes
@cnn
@infiniteorange_
@iam_mo_h
@sallyburrows7
@kathyhobbs1
@robbiebaltera
@ealvarezkusi
@kusinews
@nypost

Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@kenmomd
@atrupar
@gisaid
@nextstrain
@k_g_andersen
@thelancet
@joebiden
@tomfitton
@realdonaldtrump

Top Mentioned in G1:
@goldenelohim
@trevor3000
@alfonso_casi

Top Mentioned in G2:
@cdcgov
@k_g_andersen
@tomfitton
@drmgonzalez7
@carlosdelrio7
@rihospital
@jschuurmd
@samhorwich
@docjeffd
@yaletung

Top Mentioned in G3:
@realdonaldtrump
@rudygiuliani
@jim_jordan
@wx_quik_
@opivali
@michael33102236
@kaitmarieox
@ivankatrump
@jameswilgus
@anthonysabatini

Top Mentioned in G4:
@joebiden
@drdavidsamadi
@kamalaharris
@transition46
@govmurphy
@thedemocrats
@nikegb7
@dumbassgenius
@jan4glen
@bigchad3rd

Top Mentioned in G5:
@kenmomd
@canchemistry
@carpe_diem0820

Top Mentioned in G6:
@atrupar

Top Mentioned in G7:
@gisaid
@nextstrain
@thehill
@collignonpeter
@krisp_news
@rjlessells
@tuliodna
@eduanwilkinson
@mdhealthdept
@csir_ind

Top Mentioned in G8:
@jimdtweet
@fishyfish67
@ibergwiesel
@dawntj90
@asinister
@roberts96481698
@willard1951
@fergy1999
@aanthanur
@robhon_

Top Mentioned in G9:
@thelancet
@thelancetinfdis
@astrazeneca
@profkatieewer
@matthancock
@mentenomade58
@lperrins
@uniofoxford
@jennerinstitute
@oxfordvacgroup

Top Mentioned in G10:
@cnn
@cdc
@americanthinker
@oann
@newsmax
@fdrlst
@nypost
@cbsnews
@nytimes
@charliekirk11

Top Tweeters
Top Tweeters in Entire Graph:
@ja8yum
@missb62
@simanekomama
@ecodaren
@tinamarie_80s
@matiere
@united
@aonamida_pencil
@hanayuu
@independent

Top Tweeters in G1:
@matiere
@italianpolitics
@_weightloss284
@julysees
@angie_rejoineu
@wavetop
@pinarakarturk
@eldispensador
@fluglehrer
@kpauwells

Top Tweeters in G2:
@john_siracusa
@madrynha2012
@ketaminh
@njdoc
@carrybeyond
@coronaupdatebot
@rleas
@laurieannbaker
@kenikewahine78
@budgothmog44

Top Tweeters in G3:
@usatoday
@dcfairbank
@ianmcohen
@digitaldraco
@pattyarquette
@cjtruth
@jojofromjerz
@jennelizabethj
@kevswatching
@editor_wp

Top Tweeters in G4:
@karatemaster7
@tonyposnanski
@matthewjshow
@navynana2
@photoartist9
@leadahorse2
@formernewspaper
@dumbassgenius
@usstrong727
@jfc1138

Top Tweeters in G5:
@ja8yum
@simanekomama
@ecodaren
@waka__chang
@sosorasora3
@cao58020
@harycurl
@cordwainerscat
@okugee
@haltaq

Top Tweeters in G6:
@missb62
@tinamarie_80s
@rowast
@kimvie
@mapocoloco
@roripierpont1
@deathtocrazy
@childofalba
@bexxmodd
@cryborg

Top Tweeters in G7:
@thehill
@viralvideovlogs
@bprophetable
@merlotvine
@pririn_
@sasnori
@vocnorth
@incident_alerts
@festina_lente_b
@peacekeeper876

Top Tweeters in G8:
@fadboo
@furball42869140
@borthwickkathy
@billiecotter
@friendsoscience
@ram0667
@asinister
@dawntj90
@rln_nelson
@proftimnoakes

Top Tweeters in G9:
@drferdowsi
@pumpkanpie
@iamths1973
@my_flute
@andresdelgadoec
@juangrvas
@cvn59283571
@stevebakerhw
@globalphobserv
@amusicvideoaday

Top Tweeters in G10:
@nytimes
@cnn
@nbcnews
@ap
@cbsnews
@oann
@newsmax
@af632
@americanthinker
@larryelder


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