SARS-NCOV, Twitter, 8/10/2020 12:16:00 PM, 232294


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SARS-NCOV_2020-08-10_02-03-53.xlsx
SARS-NCOV_2020-08-10_02-03-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 10, 2020
Short Description:
SARS-NCOV via NodeXL https://bit.ly/2Ciaeck
@nature
@kenmomd
@scifitechx1
@mattyousefzadeh
@cellcellpress
@uwemon
@yunishio
@mackayim
@wevotedtoleave
@pepe_sanchez07

Top hashtags:
#covid19
#coronavirus
#sarscov2
#vaccines
#universal
#betacoronavirus
#mers
#canalsalut

Description:
Description
The graph represents a network of 1,561 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 Monday, 10 August 2020 at 09:07 UTC.

The requested start date was Monday, 10 August 2020 at 00:01 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, 7-hour, 19-minute period from Monday, 27 July 2020 at 03:07 UTC to Sunday, 09 August 2020 at 10:27 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 : 1561
Unique Edges : 771
Edges With Duplicates : 1759
Total Edges : 2530
Number of Edge Types : 5
Retweet : 800
MentionsInRetweet : 927
Replies to : 169
Tweet : 249
Mentions : 385
Self-Loops : 281
Reciprocated Vertex Pair Ratio : 0.00936599423631124
Reciprocated Edge Ratio : 0.0185581727337616
Connected Components : 309
Single-Vertex Connected Components : 111
Maximum Vertices in a Connected Component : 290
Maximum Edges in a Connected Component : 597
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.458082
Graph Density : 0.0005753215394471
Modularity : 0.568573
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 1,561 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 Monday, 10 August 2020 at 09:07 UTC.

The requested start date was Monday, 10 August 2020 at 00:01 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, 7-hour, 19-minute period from Monday, 27 July 2020 at 03:07 UTC to Sunday, 09 August 2020 at 10:27 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:
[97] https://nextstrain.org/ncov/global
[20] https://www.cdc.gov/coronavirus/2019-ncov/hcp/duration-isolation.html
[17] 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
[16] 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=
[14] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2608-y
[10] https://apps.who.int/iris/bitstream/handle/10665/333670/WHO-2019-nCoV-Sci_Brief-EnvironmentalSampling-2020.1-eng.pdf?ua=1
[9] https://apps.who.int/iris/bitstream/handle/10665/332197/WHO-2019-nCoV-FAQ-Virus_origin-2020.1-eng.pdf
[9] https://www.medrxiv.org/content/10.1101/2020.03.30.20048108v3
[8] https://investor.todosmedical.com/news-events/press-releases/detail/61/todos-medical-announces-sars-ncov-19-testing-kit-contract
[6] https://www.cdc.gov/coronavirus/2019-ncov/lab/pooling-procedures.html

Top URLs in Tweet in G1:
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2608-y
[1] https://t.co/abVqN0NZAO
[1] https://www.nature.com/articles/s41586-020-2608-y?utm_source=twitter&utm_medium=social&utm_content=organic&utm_campaign=NGMT_USG_JC01_GL_Nature
[1] https://sci-fitechx.blogspot.com/2020/07/CoronaVaccine.html?m=1
[1] https://pesquisa.bvsalud.org/global-literature-on-novel-coronavirus-2019-ncov/resource/en/covidwho-324606
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/clinical-guidance-management-patients.html
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2607-z
[1] https://www.nature.com/articles/s41586-020-2608-y

Top URLs in Tweet in G2:
[12] 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
[3] https://www.nature.com/articles/s41586-020-2608-y
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Faction%2FshowPdf%3Fpii%3DS0140-6736%252820%252931604-4&rc=0
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2608-y
[2] https://www.cdc.gov/coronavirus/2019-ncov/lab/testing.html
[2] https://www.2minutemedicine.com/visualabstract-novel-sars-cov-2-vaccine-chadox1-ncov-2-offers-promising-safety-and-immunogenicity/?utm_source=dlvr.it&utm_medium=twitter
[2] https://sci-fitechx.blogspot.com/2020/07/CoronaVaccine.html
[1] https://biosciencedbc.jp/blog/20200303-01.html
[1] https://nextstrain.org/ncov/global?c=region
[1] https://otc.watch/content/tomdf-otcqb-todos-medical-ltd-tomdf-otcqb-todos-medical-announces-sars-ncov-19-testing-kit-contract-with-nj-based-best-supply-clinical-laboratory/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=otc_watch_news

Top URLs in Tweet in G3:
[92] https://nextstrain.org/ncov/global
[1] https://www.niid.go.jp/niid/ja/basic-science/467-genome/9787-genome-2020-2.html
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2608-y
[1] https://twitter.com/carpe_diem0820/status/1285338422907826176
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2931604-4%2Fabstract&rc=0
[1] https://www.medrxiv.org/content/10.1101/2020.07.01.20143958v1.full.pdf
[1] https://www.niid.go.jp/niid/images/research_info/genome-2020_SARS-CoV-MolecularEpidemiology_2.pdf

Top URLs in Tweet in G4:
[1] http://francis.naukas.com/2020/01/25/el-genoma-del-coronavirus-chino-2019-ncov/
[1] https://francis.naukas.com/2020/02/24/la-estructura-3d-de-la-glicoproteina-espicular-del-coronavirus-sars-cov-2/
[1] https://francis.naukas.com/2020/03/07/la-estructura-3d-del-receptor-ace2-que-usa-el-coronavirus-sars-cov-2-para-infectar/
[1] https://francis.naukas.com/2020/03/07/las-mutaciones-del-coronavirus-sars-cov-2/

Top URLs in Tweet in G5:
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/faq.html

Top URLs in Tweet in G7:
[3] https://www.cdc.gov/coronavirus/2019-ncov/testing/serology-overview.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/hcp/duration-isolation.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/planning-scenarios.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/community/communication-plan.html?sf236620333=1
[1] https://twitter.com/HowardOvens/status/1221075048494256132
[1] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/about-epidemiology/studying-the-diesease.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/dental-settings.html
[1] https://twitter.com/LBC/status/1290354913948700672
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/testing-overview.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/caring-for-newborns.html

Top URLs in Tweet in G8:
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/faq.html
[1] https://twitter.com/chadpergram/status/1288588449537306625

Top URLs in Tweet in G9:
[1] https://nextstrain.org/ncov/global

Top URLs in Tweet in G10:
[1] https://twitter.com/evasiu21/status/1287905762413441024

Top Domains
Top Domains in Tweet in Entire Graph:
[105] nextstrain.org
[88] cdc.gov
[32] scholarsportal.info
[30] who.int
[30] nature.com
[27] nih.gov
[25] twitter.com
[22] elsevierhealth.com
[13] go.jp
[11] medrxiv.org

Top Domains in Tweet in G1:
[7] nature.com
[1] t.co
[1] blogspot.com
[1] bvsalud.org
[1] cdc.gov

Top Domains in Tweet in G2:
[15] cdc.gov
[14] elsevierhealth.com
[13] nih.gov
[13] nature.com
[5] recombinomics.co
[4] nextstrain.org
[4] twitter.com
[3] blogspot.com
[3] go.jp
[2] otc.watch

Top Domains in Tweet in G3:
[92] nextstrain.org
[2] go.jp
[1] nature.com
[1] twitter.com
[1] elsevierhealth.com
[1] medrxiv.org

Top Domains in Tweet in G4:
[4] naukas.com

Top Domains in Tweet in G5:
[1] cdc.gov

Top Domains in Tweet in G7:
[14] cdc.gov
[2] twitter.com

Top Domains in Tweet in G8:
[1] cdc.gov
[1] twitter.com

Top Domains in Tweet in G9:
[1] nextstrain.org

Top Domains in Tweet in G10:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[70] covid19
[26] coronavirus
[26] sarscov2
[16] vaccines
[13] universal
[13] betacoronavirus
[13] mers
[12] canalsalut
[11] sars
[9] covid



Top Hashtags in Tweet in G1:
[2] covid19
[1] pandemic
[1] sars_cov_2
[1] vaccine

Top Hashtags in Tweet in G2:
[14] covid19
[9] sarscov2
[8] covid19papers
[3] sars_cov_2
[2] sars
[2] ncov
[2] covid_19
[2] coronavirus
[2] visualabstract
[1] otcqb

Top Hashtags in Tweet in G6:
[1] peru
[1] newyorkprotests
[1] michiganprotest

Top Hashtags in Tweet in G7:
[3] covid19
[2] sars_cov_2
[1] pregnancy
[1] breastfeeding
[1] pooledtesting

Top Hashtags in Tweet in G10:
[3] ccp
[1] sars

Top Words
Top Words in Tweet in Entire Graph:
[954] sars
[865] cov
[641] ncov
[599] 19
[489] æ
[371] chadox1
[358] vaccine
[349] ãƒ
[301] against
[281] ç

Top Words in Tweet in G1:
[278] vaccine
[272] 19
[270] chadox1
[270] ncov
[257] sars
[257] cov
[251] nature
[248] against
[240] currently
[240] undergoing

Top Words in Tweet in G2:
[133] sars
[98] ncov
[97] cov
[67] 19
[44] chadox1
[37] vaccine
[33] 2019
[29] covid
[29] ç
[28] ãƒ

Top Words in Tweet in G3:
[96] cov
[91] 新型コロナウイルスsars
[91] 2のゲノム分子疫学調査2
[91] 2020
[90] nextrainで見れるゲノム配列の変化
[90] 日本は5月下旬以降の登録がないことに注意
[90] 4月以降欧州系統が中心に
[90] 国立感染症研究所
[89] kenmomd
[28] ç

Top Words in Tweet in G4:
[116] genoma
[58] quien
[58] creo
[58] conicet
[58] dice
[58] descifro
[58] covid
[58] 19
[58] parece
[58] publicado

Top Words in Tweet in G5:
[3] cov
[2] sars

Top Words in Tweet in G6:
[50] cov
[48] hcov
[36] sars
[32] 30
[26] coronavirus
[22] laboratorium
[19] dayarvsvau
[18] mers
[16] 229e
[16] oc43

Top Words in Tweet in G7:
[22] cdcgov
[22] sars
[15] cov
[14] 19
[11] covid
[11] test
[9] read
[9] coronavirus
[9] testing
[8] confirm

Top Words in Tweet in G8:
[38] cov
[37] sars
[36] based
[36] existing
[36] literature
[36] incubation
[36] period
[36] time
[36] exposure
[36] development

Top Words in Tweet in G9:
[291] æ
[145] ãƒ
[118] ç
[88] ϋ
[58] ÿã
[58] èª
[58] çž
[30] ÿåº
[30] ットã
[29] åš

Top Words in Tweet in G10:
[4] sars
[4] ncov
[4] speakerpelosi
[3] george
[3] bush
[3] secpompeo
[3] cpc_hq
[3] liberal_party
[3] time
[3] hold

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[725] sars,cov
[393] ncov,19
[369] chadox1,ncov
[291] 19,vaccine
[282] against,sars
[265] vaccine,against
[244] clinical,trials
[242] currently,undergoing
[242] undergoing,human
[242] human,clinical

Top Word Pairs in Tweet in G1:
[270] chadox1,ncov
[270] ncov,19
[257] sars,cov
[247] against,sars
[244] 19,vaccine
[240] currently,undergoing
[240] undergoing,human
[240] human,clinical
[240] clinical,trials
[240] trials,uk

Top Word Pairs in Tweet in G2:
[91] sars,cov
[46] ncov,19
[43] chadox1,ncov
[27] 19,vaccine
[27] 2019,ncov
[19] covid,19
[18] sars,cov2
[17] sars,ncov
[16] against,sars
[14] safety,immunogenicity

Top Word Pairs in Tweet in G3:
[91] 新型コロナウイルスsars,cov
[91] cov,2のゲノム分子疫学調査2
[91] 2のゲノム分子疫学調査2,2020
[90] nextrainで見れるゲノム配列の変化,日本は5月下旬以降の登録がないことに注意
[90] 日本は5月下旬以降の登録がないことに注意,4月以降欧州系統が中心に
[90] 4月以降欧州系統が中心に,国立感染症研究所
[90] 国立感染症研究所,新型コロナウイルスsars
[89] kenmomd,nextrainで見れるゲノム配列の変化
[12] ãƒ,ãƒ
[11] chadox1,ncov

Top Word Pairs in Tweet in G4:
[58] quien,creo
[58] creo,conicet
[58] conicet,dice
[58] dice,descifro
[58] descifro,genoma
[58] genoma,covid
[58] covid,19
[58] 19,parece
[58] parece,genoma
[58] genoma,publicado

Top Word Pairs in Tweet in G5:
[2] sars,cov

Top Word Pairs in Tweet in G6:
[34] sars,cov
[16] hcov,229e
[16] 229e,hcov
[16] hcov,oc43
[16] oc43,sars
[16] hcov,nl63
[16] hku1,ncov
[16] ncov,mers
[16] mers,cov
[16] ruim,30

Top Word Pairs in Tweet in G7:
[15] sars,cov
[8] great,news
[8] news,mother
[8] mother,baby
[8] baby,dyads
[8] dyads,cdcgov
[8] cdcgov,need
[8] need,separate
[8] separate,regardless
[8] regardless,whether

Top Word Pairs in Tweet in G8:
[37] sars,cov
[36] based,existing
[36] existing,literature
[36] literature,incubation
[36] incubation,period
[36] period,time
[36] time,exposure
[36] exposure,development
[36] development,symptoms
[36] symptoms,sars

Top Word Pairs in Tweet in G9:
[87] ãƒ,ãƒ
[58] æ,çž
[30] æ,ÿåº
[30] ç,ç
[30] ットã,æ
[29] åš,æ
[29] æ,äº
[29] äº,ç
[29] ç,ªã
[29] ªã,pcrã

Top Word Pairs in Tweet in G10:
[3] sars,ncov
[3] secpompeo,speakerpelosi
[3] speakerpelosi,cpc_hq
[3] cpc_hq,liberal_party
[3] liberal_party,time
[3] time,hold
[3] hold,#ccp
[3] #ccp,accountable
[3] accountable,unleashing
[3] unleashing,bioweapon

Top Replied-To
Top Replied-To in Entire Graph:
@mz_gov_pl
@minpres
@beata51641993
@akihiko_saito
@sodom1984
@realdonaldtrump
@east_dreamer
@martinfd78
@grinder_tk
@firefoxx66

Top Replied-To in G1:
@nature
@terranomaly

Top Replied-To in G5:
@mikedel21893959

Top Replied-To in G6:
@mz_gov_pl
@beata51641993
@minpres
@coronavirusnewv
@business
@bloempje141
@wbc241
@reternityorg
@marketwatch
@newsweek

Top Replied-To in G7:
@no_you_are_good
@lbc
@phe_uk
@danbamb
@sayitnspinit

Top Replied-To in G10:
@xtwok20
@ann72291252
@7commanche
@secpompeo

Top Mentioned
Top Mentioned in Entire Graph:
@nature
@kenmomd
@pepe_sanchez07
@nycsouthpaw
@uwemon
@scifitechx1
@cdcgov
@todosmedical
@dayarvsvau
@cellcellpress

Top Mentioned in G1:
@nature
@scifitechx1
@boticariors
@drhubaevaluator

Top Mentioned in G2:
@schaechterle
@2minmed
@thanmsz
@alisonblunt
@leaf_expression

Top Mentioned in G3:
@kenmomd
@carpe_diem0820

Top Mentioned in G4:
@pepe_sanchez07

Top Mentioned in G5:
@paprikalady
@tqmka
@bananenrijperij
@truepat89736316
@oscarswild1
@bridgetholmstro
@b_bolshevik100
@jaisans
@jamesrider3
@htservadac

Top Mentioned in G6:
@dayarvsvau
@usarmy
@tumbojohansen
@gladiatorvicto
@stanley16906654
@kicaj3
@ewazamojska
@belle_epoque5
@monika16778868
@beata51641993

Top Mentioned in G7:
@cdcgov
@yafshar
@baalthe
@phe_uk
@rihospital
@johnthefocuser
@srlm
@jschuurmd
@howardovens
@sinaihealth

Top Mentioned in G8:
@nycsouthpaw

Top Mentioned in G9:
@uwemon
@kenmomd

Top Mentioned in G10:
@speakerpelosi
@cpc_hq
@liberal_party
@evasiu21
@secpompeo
@adam46690461
@michexposures
@long11104
@_jongarf
@robcschweitzer

Top Tweeters
Top Tweeters in Entire Graph:
@alerttrade
@littlebytesnews
@moonbootica
@pennystocksmomo
@independent
@phillip92321
@_redfrog
@inspiteoftrump
@serendipitysays
@gambiste1

Top Tweeters in G1:
@_redfrog
@serendipitysays
@trump417
@protectingterra
@jfjabbo
@anki4uever
@lee_in_iowa
@bprophetable
@tt85207533
@virboy21

Top Tweeters in G2:
@alerttrade
@yoshiki7111
@osakakyoto_0825
@qzv00507
@otcdynamics
@focus_motori
@psandresg
@truthismaster
@crazyarchitect
@fobosmkz

Top Tweeters in G3:
@gooochin
@noriesun
@cordwainerscat
@uchida_kawasaki
@haltaq
@suisei214
@jun_sky_0610
@pmigraine1
@knz48
@yuuki_sara

Top Tweeters in G4:
@elesacol
@msv47
@danythomas15
@yellowstar1love
@armandocorallo
@gabywierig05
@anamariapiro2
@jimyml
@guillermomenduc
@maribrisa311

Top Tweeters in G5:
@no2wind
@asinister
@oscarswild1
@dawntj90
@jamesrider3
@simonpearson961
@insane_voice
@nevaudit
@atomskssanakan
@dan613

Top Tweeters in G6:
@business
@nos
@marketwatch
@rtlnieuws
@newsweek
@nunl
@piotr_makowiec
@wickis12
@gladiatorvicto
@edkajoanna

Top Tweeters in G7:
@heidiec5
@cnn
@lbc
@teresam46396557
@jameswa55188246
@iaindale
@drkatie2
@pippabird
@tunnelcat2
@peterpham

Top Tweeters in G8:
@phillip92321
@inspiteoftrump
@deathtocrazy
@digyoursoul
@nycsouthpaw
@northwind1ndn
@orchidlady303
@sailorpsy
@48gailschwerdt
@cripiccimoh

Top Tweeters in G9:
@yunishio
@lamohkun
@eyasuyuki
@ds20wk
@sarukame999
@yuriakatase2
@office_someiro
@arashi_mic
@uwemon
@sanadian_dadd

Top Tweeters in G10:
@evasiu21
@lionheartnyc
@liberal_party
@michexposures
@1stculturetours
@adam46690461
@_jongarf
@cpc_hq
@hillaryclinton
@speakerpelosi


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