SARS-NCOV, Twitter, 12/21/2020 2:02:16 AM, 243783


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SARS-NCOV_2020-12-20_04-21-49.xlsx
SARS-NCOV_2020-12-20_04-21-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 21, 2020
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3nEWf2B
@cdcgov
@realdonaldtrump
@kenn_ffci
@joebiden
@bekind11361044
@hubertlinssen1
@baggslady
@box_a_chocluts
@nextstrain
@daupperlee

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

Description:
Description
The graph represents a network of 4,097 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 Sunday, 20 December 2020 at 12:25 UTC.

The requested start date was Saturday, 19 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, 11-hour, 49-minute period from Saturday, 05 December 2020 at 01:18 UTC to Friday, 18 December 2020 at 13:08 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 : 4097
Unique Edges : 2884
Edges With Duplicates : 2595
Total Edges : 5479
Number of Edge Types : 5
Tweet : 471
Replies to : 843
Mentions : 1997
Retweet : 936
MentionsInRetweet : 1232
Self-Loops : 481
Reciprocated Vertex Pair Ratio : 0.00163889647637258
Reciprocated Edge Ratio : 0.00327242977911099
Connected Components : 779
Single-Vertex Connected Components : 270
Maximum Vertices in a Connected Component : 1018
Maximum Edges in a Connected Component : 1699
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.74551
Graph Density : 0.000218516883542836
Modularity : 0.687835
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,097 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 Sunday, 20 December 2020 at 12:25 UTC.

The requested start date was Saturday, 19 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, 11-hour, 49-minute period from Saturday, 05 December 2020 at 01:18 UTC to Friday, 18 December 2020 at 13:08 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:
[722] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[119] 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
[86] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[65] https://nextstrain.org/ncov
[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
[19] 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
[15] 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

Top URLs in Tweet in G1:
[84] 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
[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=
[21] 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
[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
[5] https://www.cdc.gov/coronavirus/2019-ncov/community/ventilation.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/lab/resources/antigen-tests-guidelines.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html

Top URLs in Tweet in G2:
[38] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.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
[4] https://www.cdc.gov/coronavirus/2019-ncov/community/ventilation.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-options-to-reduce-quarantine.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/lab/resources/antigen-tests-guidelines.html
[1] https://twitter.com/axelkaiser/status/1339551316339732480
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html#:~:text=Airborne%20transmission%20is%20infection%20spread,and%20time%20(typically%20hours)
[1] https://twitter.com/Joseph_Morong/status/1339050450901843968
[1] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/animals.html

Top URLs in Tweet in G3:
[12] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10022-491p01.html
[7] https://fire-earlyretire.com/blog-entry-272.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[1] https://twitter.com/carpe_diem0820/status/1322427421136617472
[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://covidreference.com/top-10-august-24
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02801-8
[1] https://www.nejm.org/doi/full/10.1056/NEJMp2026913?cookieSet=1

Top URLs in Tweet in G4:
[42] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[8] 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 G5:
[47] 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 G6:
[65] https://nextstrain.org/ncov
[4] 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/south-america
[2] https://nextstrain.org/ncov/asia?c=region&f_country=India
[1] https://nextstrain.org/ncov/oceania
[1] https://nextstrain.org/ncov/europe
[1] https://twitter.com/nvpatkar/status/1339054039032504320
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2932661-1%2Ffulltext%3Futm_source%3DNature%2BBriefing%26utm_campaign%3Dcec3cc52ea-briefing-dy-20201208_COPY_01%26utm_medium%3Demail%26utm_term%3D0_c9dfd39373-cec3cc52ea-43924857&rc=0

Top URLs in Tweet in G7:
[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://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
[2] 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://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41591-020-01179-4
[1] https://ncrc.jhsph.edu/research/safety-and-immunogenicity-of-the-chadox1-ncov-19-vaccine-against-sars-cov-2-a-preliminary-report-of-a-phase-1-2-single-blind-randomised-controlled-trial/
[1] https://www.thelancet.com/lancet/article/S0140-6736(20)32661-1
[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 G8:
[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
[2] 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
[1] https://www.medrxiv.org/content/10.1101/2020.05.22.20109231v5

Top URLs in Tweet in G9:
[16] 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://world.einnews.com/article/532324460/BmDhjj0snU7EUPMq?afid=777
[1] https://www.vumc.org/coronavirus/latest-news-you-asked-we-answered/does-prolonged-wearing-facemask-cause-harm
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html?fbclid=IwAR28PppCa6x2uxwO8Z2baHM0KHS4JXx0inzzMQs3zRHV1qql_0a8mxZfpCw
[1] https://files.fast.ai/papers/masks_lit_review.pdf
[1] http://www.reuters.com/article/amp/idUSKCN26E2NA
[1] https://intermountainhealthcare.org/-/media/files/covid-caregiver/2020-07-10/20-ope-1028937_maskdebunking_a4.pdf?la=en

Top URLs in Tweet in G10:
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html

Top Domains
Top Domains in Tweet in Entire Graph:
[938] cdc.gov
[203] elsevierhealth.com
[98] nextstrain.org
[50] twitter.com
[48] scholarsportal.info
[26] go.jp
[25] nih.gov
[23] fda.gov
[19] nature.com
[15] mayoclinic.org

Top Domains in Tweet in G1:
[134] elsevierhealth.com
[63] cdc.gov
[48] scholarsportal.info
[30] twitter.com
[7] nih.gov
[6] thelancet.com
[4] sciencedirect.com
[4] go.jp
[3] wordpress.com
[3] nextstrain.org

Top Domains in Tweet in G2:
[55] cdc.gov
[5] elsevierhealth.com
[3] twitter.com

Top Domains in Tweet in G3:
[12] go.jp
[10] cdc.gov
[7] fire-earlyretire.com
[3] twitter.com
[2] elsevierhealth.com
[1] covidreference.com
[1] nature.com
[1] nejm.org
[1] jamanetwork.com
[1] thelocal.ch

Top Domains in Tweet in G4:
[54] 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 G5:
[51] cdc.gov
[1] nih.gov
[1] pnas.org
[1] harvard.edu
[1] washingtonpost.com
[1] nature.com
[1] ucsf.edu

Top Domains in Tweet in G6:
[79] nextstrain.org
[3] cdc.gov
[1] twitter.com
[1] elsevierhealth.com

Top Domains in Tweet in G7:
[12] elsevierhealth.com
[3] jhsph.edu
[2] thelancet.com
[2] literatumonline.com
[1] nature.com

Top Domains in Tweet in G8:
[28] cdc.gov
[8] americanthinker.com
[1] medrxiv.org

Top Domains in Tweet in G9:
[19] cdc.gov
[1] einnews.com
[1] vumc.org
[1] fast.ai
[1] reuters.com
[1] intermountainhealthcare.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[278] covid19
[120] sarscov2
[65] opendata
[20] covid_19
[19] covid19vaccine
[19] rtalb
[16] vaccine
[10] covid
[9] maskup
[8] covidiot



Top Hashtags in Tweet in G1:
[39] covid19
[25] sarscov2
[8] rtalb
[7] vaccine
[5] covid
[4] sars
[3] coronavirus
[2] oxfordvaccine
[2] 武漢肺炎
[2] 新型コロナウイルス

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

Top Hashtags in Tweet in G3:
[7] とくダネ

Top Hashtags in Tweet in G4:
[6] covidiot
[1] wearadamnmask
[1] maskssavelives
[1] superspreaderevent

Top Hashtags in Tweet in G6:
[66] covid19
[65] opendata
[65] sarscov2
[1] bioinformatics

Top Hashtags in Tweet in G7:
[18] covid19vaccine
[7] covid19
[4] vaccine
[2] az
[2] safety
[2] efficacy
[2] chadox1
[2] azd1222
[1] openacccess
[1] research

Top Words
Top Words in Tweet in Entire Graph:
[974] cov
[847] sars
[602] ncov
[529] 19
[477] masks
[417] vaccine
[390] efficacy
[386] chadox1
[376] safety
[372] interim

Top Words in Tweet in G1:
[288] sars
[281] cov
[268] 19
[242] ncov
[176] vaccine
[168] against
[166] chadox1
[163] interim
[156] safety
[156] efficacy

Top Words in Tweet in G2:
[244] masks
[219] cdcgov
[118] #covid19
[111] help
[110] community
[109] people
[108] prevent
[108] getting
[108] spreading
[108] effective

Top Words in Tweet in G3:
[171] cov
[143] 新型コロナウイルスsars
[143] 2のゲノム分子疫学調査
[126] 感染研からゲノム解析の続報
[126] 陽性検体からも約1
[126] 1万のゲノム情報を確定
[126] 第二波の7月以降から10月末まで
[126] 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
[125] kenmomd
[125] 2020年1

Top Words in Tweet in G4:
[33] realdonaldtrump
[12] start
[8] rudygiuliani
[8] cdc
[7] well
[7] 50
[7] info
[6] tweet
[6] win
[6] biggest

Top Words in Tweet in G5:
[39] joebiden
[9] masks
[7] studies
[6] cdc
[6] kamalaharris
[6] go
[5] transition46
[5] work
[5] wearing
[5] references

Top Words in Tweet in G6:
[77] thanks
[72] sequences
[67] gisaid
[66] #covid19
[65] #opendata
[65] sharing
[65] we've
[65] updated
[65] #sarscov2
[55] nextstrain

Top Words in Tweet in G7:
[69] efficacy
[67] safety
[59] vaccine
[54] sars
[54] cov
[54] ncov
[54] 19
[52] chadox1
[52] against
[51] azd1222

Top Words in Tweet in G8:
[14] vaccine
[13] cdc
[11] sars
[10] nypost
[9] masks
[8] thehill
[8] years
[8] gmo
[8] genetic
[8] modified

Top Words in Tweet in G9:
[8] cnn
[6] 20
[6] aka
[6] cbsnews
[5] gt
[5] covid
[5] 19
[4] masks
[4] virus
[3] nothing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[732] sars,cov
[383] chadox1,ncov
[371] ncov,19
[355] safety,efficacy
[352] efficacy,chadox1
[342] 19,vaccine
[339] against,sars
[324] vaccine,azd1222
[322] azd1222,against
[296] cov,interim

Top Word Pairs in Tweet in G1:
[245] sars,cov
[166] ncov,19
[165] chadox1,ncov
[157] 19,vaccine
[157] against,sars
[153] safety,efficacy
[153] efficacy,chadox1
[153] interim,analysis
[152] randomised,controlled
[151] vaccine,azd1222

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

Top Word Pairs in Tweet in G3:
[143] 新型コロナウイルスsars,cov
[143] cov,2のゲノム分子疫学調査
[126] 感染研からゲノム解析の続報,陽性検体からも約1
[126] 陽性検体からも約1,1万のゲノム情報を確定
[126] 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
[126] 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
[126] 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
[125] kenmomd,感染研からゲノム解析の続報
[125] 2のゲノム分子疫学調査,2020年1
[30] 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 G4:
[6] win,biggest
[6] biggest,#covidiot
[6] #covidiot,day
[6] day,well
[6] well,done
[6] done,prize
[6] prize,50
[6] 50,hours
[6] hours,biology
[6] biology,epidemiology

Top Word Pairs in Tweet in G5:
[3] amuse,joebiden
[3] 100,effective
[3] joebiden,go
[3] 45,references
[3] references,bottom
[2] transition46,joebiden
[2] 12,microns
[2] nikegb7,joebiden
[2] usstrong727,joebiden
[2] masks,work

Top Word Pairs in Tweet in G6:
[65] thanks,#opendata
[65] #opendata,sharing
[65] sharing,gisaid
[65] gisaid,we've
[65] we've,updated
[65] #covid19,#sarscov2
[61] #sarscov2,sequences
[53] nextstrain,thanks
[12] updated,4362
[12] 4362,#covid19

Top Word Pairs in Tweet in G7:
[54] sars,cov
[54] ncov,19
[52] chadox1,ncov
[52] against,sars
[50] safety,efficacy
[50] 19,vaccine
[50] azd1222,against
[49] efficacy,chadox1
[49] cov,interim
[48] vaccine,azd1222

Top Word Pairs in Tweet in G8:
[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 Word Pairs in Tweet in G9:
[5] 19,20
[4] aka,covid
[4] covid,19
[3] corona,virus
[3] virus,variant
[2] gt,nothing
[2] variant,aka
[2] many,more
[2] mshson,scdhec
[2] absconder84ie,fullerkathy1

Top Replied-To
Top Replied-To in Entire Graph:
@clarkemicah
@gluttoninfo
@ianmsc
@glennbeck
@samoht23
@amuse
@critica16626668
@matthewjshow
@davenewworld_2
@kickaha

Top Replied-To in G2:
@realdjdiverse
@eqinvestigacion
@chadlurie
@tomfitton
@buckeye19792
@geoconservative
@patriotinsocal

Top Replied-To in G3:
@ayakomiyakawa
@miakiza20100906
@threepinner1
@thick_doomie
@renho_sha
@tsukinami1234

Top Replied-To in G4:
@gregzeigler63
@mygoddesskawaii
@darlasak360
@rayc18236079
@rwoodcock13
@ianmsc
@nemesis3373
@seeker1_justice
@debster2282
@newssats

Top Replied-To in G5:
@amuse
@matthewjshow
@usstrong727
@jonsgardner
@formernewspaper
@proppatingz1
@tony50021986
@photoartist9
@chains_11
@therealapbt

Top Replied-To in G7:
@thelancet

Top Replied-To in G8:
@gluttoninfo
@nytimes
@zigmanfreud
@agamemnus_dev
@lorih64104801
@andrew36280665
@therealdainjaru
@deoccult
@iam_mo_h
@sallyburrows7

Top Replied-To in G9:
@infiniteorange_
@rjdkmd
@cnnpolitics
@therealdeal2244
@minthomp
@cjsienna55
@markdice
@barf_captain
@kathyhobbs1
@flynnbowie

Top Replied-To in G10:
@spurglyd

Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@kenmomd
@gisaid
@nextstrain
@k_g_andersen
@thelancet
@joebiden
@realdonaldtrump
@thelancetinfdis
@pokrath

Top Mentioned in G1:
@goldenelohim
@trevor3000
@alfonso_casi

Top Mentioned in G2:
@cdcgov
@k_g_andersen
@tomfitton
@drmgonzalez7
@carlosdelrio7
@rihospital
@jschuurmd
@samhorwich
@kdhe
@ldchealth

Top Mentioned in G3:
@kenmomd
@canchemistry
@influenzer3
@carpe_diem0820
@3cj0meo8oomx9c6
@alo3677
@miakiza20100906
@pingue7
@gj_trhm
@goo3_tm

Top Mentioned in G4:
@realdonaldtrump
@rudygiuliani
@jim_jordan
@opivali
@michael33102236
@govchristie
@ivankatrump
@anthonysabatini
@wx_quik_
@briankempga

Top Mentioned in G5:
@joebiden
@kamalaharris
@transition46
@govmurphy
@thedemocrats
@nikegb7
@dumbassgenius
@jan4glen
@bigchad3rd
@adaminhtowntx

Top Mentioned in G6:
@gisaid
@nextstrain
@collignonpeter
@krisp_news
@rjlessells
@tuliodna
@eduanwilkinson
@csir_ind
@nhls_sa
@cdcgov

Top Mentioned in G7:
@thelancet
@thelancetinfdis
@astrazeneca
@profkatieewer
@uniofoxford
@naturemedicine
@jennerinstitute
@oxfordvacgroup
@alex_mischie
@s_couraud

Top Mentioned in G8:
@nypost
@thehill
@cdc
@americanthinker
@oann
@newsmax
@fdrlst
@peterframpton
@iapprovethsmsg
@nytimes

Top Mentioned in G9:
@cnn
@cbsnews
@who
@drtedros
@scdhec
@realdonaldtrump
@cdcgov
@fullerkathy1
@dwight_bna
@realvajosh

Top Mentioned in G10:
@roberts96481698
@willard1951
@jimdtweet
@fergy1999
@aanthanur
@fishyfish67
@robhon_
@caerbannog666
@nikolovscience
@hji45519156

Top Tweeters
Top Tweeters in Entire Graph:
@ja8yum
@missb62
@ecodaren
@matiere
@united
@hanayuu
@southwestair
@waka__chang
@gambiste1
@sosorasora3

Top Tweeters in G1:
@matiere
@italianpolitics
@julysees
@angie_rejoineu
@wavetop
@pinarakarturk
@eldispensador
@fujikurok
@fluglehrer
@twtbawbags

Top Tweeters in G2:
@john_siracusa
@madrynha2012
@njdoc
@carrybeyond
@rleas
@laurieannbaker
@kenikewahine78
@budgothmog44
@ebyzio
@clwtrbkatty

Top Tweeters in G3:
@ja8yum
@ecodaren
@waka__chang
@sosorasora3
@cao58020
@harycurl
@cordwainerscat
@kirikami
@uchida_kawasaki
@okugee

Top Tweeters in G4:
@usatoday
@dcfairbank
@digitaldraco
@pattyarquette
@cjtruth
@tweetingyarnie
@jojofromjerz
@jennelizabethj
@kevswatching
@longislanddon

Top Tweeters in G5:
@tonyposnanski
@matthewjshow
@navynana2
@photoartist9
@leadahorse2
@formernewspaper
@dumbassgenius
@usstrong727
@tgc
@aweeg3

Top Tweeters in G6:
@viralvideovlogs
@bprophetable
@merlotvine
@pririn_
@sasnori
@slvrfnx
@joannekarma
@vocnorth
@incident_alerts
@festina_lente_b

Top Tweeters in G7:
@drferdowsi
@pumpkanpie
@iamths1973
@my_flute
@andresdelgadoec
@cvn59283571
@juangrvas
@globalphobserv
@amusicvideoaday
@anay_a

Top Tweeters in G8:
@thehill
@nytimes
@nypost
@oann
@newsmax
@americanthinker
@glenbrown15
@kusinews
@argentoarcher
@fdrlst

Top Tweeters in G9:
@united
@cjsienna55
@cnn
@nbcnews
@cbsnews
@cnni
@cnnpolitics
@mshson
@kenn_ffci
@pjv1968

Top Tweeters in G10:
@friendsoscience
@asinister
@dawntj90
@rln_nelson
@proftimnoakes
@kuhn_reinhard
@nikolovscience
@robhon_
@spurglyd
@fcmfcs2019


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