NodeXL Graph Gallery: Interactive Graph


Donate to the Social Media Research Foundation's NodeXL development fund

SARS-NCOV_2020-08-07_02-33-37.xlsx (experimental version)
NOTE: This version of the graph is not available with the browser you are using. A more recent version of the browser is required.
Zoom in Zoom out Reset the graph
Go to the graph's main page

From:
NodeXLExcelAutomator
Uploaded on:
August 07, 2020
Short Description:
SARS-NCOV via NodeXL https://bit.ly/2PDJRjT
@nature
@scifitechx1
@mackayim
@wevotedtoleave
@thedisproof
@hannahrsharpe14
@drneeltje
@dayarvsvau
@drhubaevaluator
@protectingterra

Top hashtags:
#covid19
#sarscov2
#coronavirus
#covid
#canalsalut
#sars
#coronawarrior

Description:
Description
The graph represents a network of 1,570 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 Friday, 07 August 2020 at 09:36 UTC.

The requested start date was Friday, 07 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, 10-hour, 44-minute period from Friday, 24 July 2020 at 01:25 UTC to Thursday, 06 August 2020 at 12:09 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 : 1570
Unique Edges : 794
Edges With Duplicates : 1708
Total Edges : 2502
Number of Edge Types : 5
Retweet : 728
MentionsInRetweet : 836
Tweet : 292
Mentions : 467
Replies to : 179
Self-Loops : 327
Reciprocated Vertex Pair Ratio : 0.0090978013646702
Reciprocated Edge Ratio : 0.0180315552216379
Connected Components : 363
Single-Vertex Connected Components : 145
Maximum Vertices in a Connected Component : 327
Maximum Edges in a Connected Component : 701
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.285059
Graph Density : 0.000540325494351143
Modularity : 0.553038
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 1,570 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 Friday, 07 August 2020 at 09:36 UTC.

The requested start date was Friday, 07 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, 10-hour, 44-minute period from Friday, 24 July 2020 at 01:25 UTC to Thursday, 06 August 2020 at 12:09 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:
[34] https://www.cdc.gov/coronavirus/2019-ncov/hcp/duration-isolation.html
[22] 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
[20] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2608-y
[17] 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=
[8] https://www.cdc.gov/coronavirus/2019-ncov/lab/pooling-procedures.html
[8] https://apps.who.int/iris/bitstream/handle/10665/332197/WHO-2019-nCoV-FAQ-Virus_origin-2020.1-eng.pdf
[8] 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://nextstrain.org/ncov/global
[5] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/

Top URLs in Tweet in G1:
[5] 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://pesquisa.bvsalud.org/global-literature-on-novel-coronavirus-2019-ncov/resource/en/covidwho-324606
[1] https://sci-fitechx.blogspot.com/2020/07/CoronaVaccine.html?m=1
[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
[1] http://www.nature.com/articles/s41586-020-2608-y
[1] 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:
[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
[7] https://www.cdc.gov/coronavirus/2019-ncov/hcp/duration-isolation.html
[7] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2608-y
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Faction%2FshowPdf%3Fpii%3DS0140-6736%252820%252931604-4&rc=0
[3] https://www.nature.com/articles/s41586-020-2608-y
[3] https://www.nature.com/articles/s41586-020-2608-y#disqus_thread
[2] https://www.cdc.gov/coronavirus/2019-ncov/community/schools-childcare/k-12-testing.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/lab/multiplex.html
[2] https://tools.cdc.gov/api/embed/downloader/download.asp?m=403372&c=408967
[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

Top URLs in Tweet in G3:
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/faq.html

Top URLs in Tweet in G5:
[5] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[5] https://www.centerforhealthsecurity.org/resources/COVID-19/COVID-19-fact-sheets/200128-nCoV-whitepaper.pdf
[5] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7256558/pdf/main.pdf

Top URLs in Tweet in G6:
[3] https://www.cdc.gov/coronavirus/2019-ncov/testing/serology-overview.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/hcp/duration-isolation.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/lab/pooling-procedures.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
[1] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/faq-surveillance.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/lab/resources/antibody-tests-guidelines.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/return-to-work.html

Top URLs in Tweet in G7:
[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://medium.com/@yurideigin/lab-made-cov2-genealogy-through-the-lens-of-gain-of-function-research-f96dd7413748
[1] https://www.tandfonline.com/doi/full/10.1080/22221751.2020.1725399?cookieSet=1
[1] http://magictour.free.fr/rmyn.GIF
[1] https://chemrxiv.org/articles/preprint/Molecular_Insights_into_the_Contagious_Nature_of_Pandemic_Novel_Coronavirus_2019-nCoV/12118839/3

Top URLs in Tweet in G10:
[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

Top Domains
Top Domains in Tweet in Entire Graph:
[114] cdc.gov
[39] nature.com
[34] scholarsportal.info
[29] elsevierhealth.com
[27] nih.gov
[25] twitter.com
[18] who.int
[14] nextstrain.org
[9] go.jp
[9] medrxiv.org

Top Domains in Tweet in G1:
[9] nature.com
[1] t.co
[1] bvsalud.org
[1] blogspot.com
[1] elsevierhealth.com

Top Domains in Tweet in G2:
[29] cdc.gov
[22] elsevierhealth.com
[18] nature.com
[13] nih.gov
[5] twitter.com
[5] go.jp
[5] recombinomics.co
[4] nextstrain.org
[2] thelancet.com
[2] blogspot.com

Top Domains in Tweet in G3:
[1] cdc.gov

Top Domains in Tweet in G5:
[10] nih.gov
[5] centerforhealthsecurity.org

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

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

Top Domains in Tweet in G9:
[1] medium.com
[1] tandfonline.com
[1] free.fr
[1] chemrxiv.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[63] covid19
[28] sarscov2
[24] coronavirus
[21] covid
[15] canalsalut
[13] sars
[11] coronawarrior
[10] bhubaneswar
[8] ncov
[8] covid_19



Top Hashtags in Tweet in G1:
[2] covid19
[1] chadox1
[1] pandemic
[1] sars_cov_2
[1] vaccine

Top Hashtags in Tweet in G2:
[14] covid19
[10] sarscov2
[7] covid19papers
[3] sars
[2] ncov
[2] coronavirus
[2] covid
[2] コロナを指定感染症から外して
[2] visualabstract
[1] siej

Top Hashtags in Tweet in G4:
[1] peru
[1] newyorkprotests
[1] michiganprotest

Top Hashtags in Tweet in G6:
[2] covid19
[1] pregnancy
[1] breastfeeding
[1] pooledtesting

Top Hashtags in Tweet in G9:
[1] covid19
[1] sars
[1] cov2
[1] ncov
[1] virology
[1] gainoffunction
[1] gof
[1] wuhan
[1] wiv

Top Hashtags in Tweet in G10:
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[1040] sars
[890] cov
[744] ncov
[643] 19
[455] chadox1
[441] vaccine
[351] against
[313] nature
[310] clinical
[308] currently

Top Words in Tweet in G1:
[325] vaccine
[321] 19
[318] ncov
[317] chadox1
[305] sars
[305] cov
[299] nature
[295] against
[286] currently
[286] undergoing

Top Words in Tweet in G2:
[176] sars
[138] cov
[122] ncov
[88] 19
[62] chadox1
[57] vaccine
[39] 2019
[34] report
[30] against
[30] covid

Top Words in Tweet in G3:
[3] cov
[2] sars

Top Words in Tweet in G4:
[48] cov
[45] hcov
[36] 30
[36] sars
[28] coronavirus
[25] dayarvsvau
[22] laboratorium
[18] mers
[15] 229e
[15] oc43

Top Words in Tweet in G5:
[25] sars
[12] cov
[11] nih
[10] ncov
[8] covid
[8] 19
[8] coronavirus
[7] realdonaldtrump
[6] 22
[6] 2005

Top Words in Tweet in G6:
[21] sars
[19] cdcgov
[16] cov
[12] 19
[11] test
[10] testing
[9] covid
[9] news
[8] coronavirus
[8] rna

Top Words in Tweet in G7:
[39] cov
[38] sars
[37] based
[37] existing
[37] literature
[37] incubation
[37] period
[37] time
[37] exposure
[37] development

Top Words in Tweet in G8:
[29] いい加減争いの種になっているpcrの感度問題の決着を付けたいのだけれどsysmexの説明書に興味深いデータが載っていたので紹介する
[29] 現在日本で認可されているsars
[29] ncov
[29] 2の検査キットは感染研のパネルを使って陽性一致率陰性一致率が90
[28] uwemon
[28] 以上のものが

Top Words in Tweet in G9:
[4] ydeigin
[3] hear
[3] anyone
[3] claim
[3] know
[3] virus
[3] didn
[3] come
[3] lab
[3] don

Top Words in Tweet in G10:
[21] oxford's
[21] chadox1
[21] ncov
[21] 19
[21] vaccine
[21] prevents
[21] sars
[21] cov
[21] pneumonia
[21] rhesus

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[834] sars,cov
[479] ncov,19
[453] chadox1,ncov
[380] 19,vaccine
[342] against,sars
[325] vaccine,against
[292] clinical,trials
[290] currently,undergoing
[290] undergoing,human
[290] human,clinical

Top Word Pairs in Tweet in G1:
[318] ncov,19
[317] chadox1,ncov
[305] sars,cov
[294] against,sars
[292] 19,vaccine
[286] vaccine,against
[286] currently,undergoing
[286] undergoing,human
[286] human,clinical
[286] clinical,trials

Top Word Pairs in Tweet in G2:
[133] sars,cov
[66] ncov,19
[61] chadox1,ncov
[48] 19,vaccine
[31] 2019,ncov
[27] against,sars
[26] safety,immunogenicity
[24] immunogenicity,chadox1
[24] vaccine,against
[24] preliminary,report

Top Word Pairs in Tweet in G3:
[2] sars,cov

Top Word Pairs in Tweet in G4:
[33] sars,cov
[16] 30,laboratorium
[15] hcov,229e
[15] 229e,hcov
[15] hcov,oc43
[15] oc43,sars
[15] hcov,nl63
[15] hku1,ncov
[15] ncov,mers
[15] mers,cov

Top Word Pairs in Tweet in G5:
[12] sars,cov
[8] covid,19
[6] nih,22
[6] 22,2005
[6] 2005,chloroquine
[6] chloroquine,potent
[6] potent,inhibitor
[6] inhibitor,sars
[6] sars,coronavirus
[6] coronavirus,infection

Top Word Pairs in Tweet in G6:
[16] 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 G7:
[38] sars,cov
[37] based,existing
[37] existing,literature
[37] literature,incubation
[37] incubation,period
[37] period,time
[37] time,exposure
[37] exposure,development
[37] development,symptoms
[37] symptoms,sars

Top Word Pairs in Tweet in G8:
[29] いい加減争いの種になっているpcrの感度問題の決着を付けたいのだけれどsysmexの説明書に興味深いデータが載っていたので紹介する,現在日本で認可されているsars
[29] 現在日本で認可されているsars,ncov
[29] ncov,2の検査キットは感染研のパネルを使って陽性一致率陰性一致率が90
[28] uwemon,いい加減争いの種になっているpcrの感度問題の決着を付けたいのだけれどsysmexの説明書に興味深いデータが載っていたので紹介する
[28] 2の検査キットは感染研のパネルを使って陽性一致率陰性一致率が90,以上のものが

Top Word Pairs in Tweet in G9:
[3] hear,anyone
[3] anyone,claim
[3] claim,know
[3] know,virus
[3] virus,didn
[3] didn,come
[3] come,lab
[3] lab,don
[3] don,buy
[3] buy,well

Top Word Pairs in Tweet in G10:
[21] oxford's,chadox1
[21] chadox1,ncov
[21] ncov,19
[21] 19,vaccine
[21] vaccine,prevents
[21] prevents,sars
[21] sars,cov
[21] cov,pneumonia
[21] pneumonia,rhesus
[21] rhesus,macaques

Top Replied-To
Top Replied-To in Entire Graph:
@beata51641993
@shiikazuo
@minpres
@peternavarro45
@sodom1984
@realdonaldtrump
@east_dreamer
@dlmetcalf
@dagenmcdowell
@busisamoyo

Top Replied-To in G1:
@nature

Top Replied-To in G3:
@mikedel21893959

Top Replied-To in G4:
@beata51641993
@minpres
@coronavirusnewv
@business
@mz_gov_pl
@bloempje141
@wbc241
@reternityorg
@marketwatch
@newsweek

Top Replied-To in G5:
@realdonaldtrump
@florio21
@kaitlancollins
@drdavidsamadi
@maggienyt
@jaketapper
@devincow
@aw_zito32
@charliekirk11
@jeffantra

Top Replied-To in G6:
@lbc
@phe_uk
@danbamb
@sayitnspinit

Top Replied-To in G9:
@antgduarte
@luigi_warren

Top Mentioned
Top Mentioned in Entire Graph:
@nature
@nycsouthpaw
@uwemon
@dayarvsvau
@scifitechx1
@todosmedical
@cmichaelgibson
@cdcgov
@otvnews
@pepe_sanchez07

Top Mentioned in G1:
@nature
@scifitechx1
@boticariors
@mvicaracal
@oxfordmedsci

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

Top Mentioned in G3:
@paprikalady
@tqmka
@bananenrijperij
@truepat89736316
@oscarswild1
@bridgetholmstro
@b_bolshevik100
@jaisans
@jamesrider3
@htservadac

Top Mentioned in G4:
@dayarvsvau
@usarmy
@gladiatorvicto
@stanley16906654
@kicaj3
@ewazamojska
@belle_epoque5
@monika16778868
@tumbojohansen
@austrohngaro1

Top Mentioned in G5:
@realdonaldtrump
@republ_i_can
@dbongino
@jim_jordan
@devinnunes
@mitchellvii
@jsolomonreports
@saracarterdc
@drdavidsamadi
@shfaffler

Top Mentioned in G6:
@cdcgov
@yafshar
@baalthe
@phe_uk
@johnthefocuser
@iaindale
@bf_usa
@mark_williamz
@pippabird
@jeremyvineon5

Top Mentioned in G7:
@nycsouthpaw

Top Mentioned in G8:
@uwemon

Top Mentioned in G9:
@ydeigin
@flavinkins
@emmecola
@ayjchan
@_coltseavers
@theseeker268
@monarahalkar
@bahulikarrahul
@franciscodeasis
@kevinmch3

Top Mentioned in G10:
@cmichaelgibson

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

Top Tweeters in G1:
@_redfrog
@serendipitysays
@rosenchild
@trump417
@world_news_eng
@protectingterra
@jfjabbo
@anki4uever
@lee_in_iowa
@bprophetable

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

Top Tweeters in G3:
@no2wind
@asinister
@oscarswild1
@dawntj90
@jamesrider3
@simonpearson961
@insane_voice
@nevaudit
@atomskssanakan
@dan613

Top Tweeters in G4:
@business
@nos
@marketwatch
@rtlnieuws
@newsweek
@nunl
@piotr_makowiec
@wickis12
@gladiatorvicto
@edkajoanna

Top Tweeters in G5:
@feinberg_linda
@maggienyt
@jaketapper
@mitchellvii
@codeofvets
@oann
@republ_i_can
@prayingmedic
@dbongino
@devincow

Top Tweeters in G6:
@heidiec5
@lbc
@teresam46396557
@jameswa55188246
@iaindale
@drkatie2
@pippabird
@tunnelcat2
@peterpham
@studio59designs

Top Tweeters in G7:
@phillip92321
@inspiteoftrump
@cnbsnana
@deathtocrazy
@digyoursoul
@nycsouthpaw
@northwind1ndn
@orchidlady303
@sailorpsy
@48gailschwerdt

Top Tweeters in G8:
@yunishio
@lamohkun
@eyasuyuki
@ds20wk
@sarukame999
@yuriakatase2
@office_someiro
@arashi_mic
@uwemon
@sanadian_dadd

Top Tweeters in G9:
@luigi_warren
@_coltseavers
@harvard2h
@billybostickson
@arkancideisreal
@flavinkins
@emmecola
@still_a_nerd
@rolandbakeriii
@truebluej

Top Tweeters in G10:
@amit_lather_
@carolforden
@wordfinga
@drferdowsi
@cmichaelgibson
@kalyandevi
@amygdaloidspew
@predatordiaries
@_theonlyiby
@msollender


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.