NodeXL Graph Gallery: Interactive Graph


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

SARS-NCOV_2021-09-16_04-17-01.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:
September 16, 2021
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3lwOoo4
@jsaholmes
@mcfunny
@docrussjackson
@andylumm
@dvx_ardorensis
@micheal_olainn
@oliveblogs
@atomskssanakan
@vickimahony
@luquetsabine

Top hashtags:
#covid19
#coronavirus
#covid
#ncov
#corona
#novel
#novelcoronavirus
#sars

Description:
Description
The graph represents a network of 1,750 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, 16 September 2021 at 11:18 UTC.

The requested start date was Thursday, 16 September 2021 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, 11-hour, 38-minute period from Thursday, 02 September 2021 at 00:03 UTC to Wednesday, 15 September 2021 at 11:41 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 : 1750
Unique Edges : 1148
Edges With Duplicates : 1279
Total Edges : 2427
Number of Edge Types : 5
Retweet : 358
MentionsInRetweet : 479
Replies to : 353
Mentions : 1027
Tweet : 210
Self-Loops : 240
Reciprocated Vertex Pair Ratio : 0.00997340425531915
Reciprocated Edge Ratio : 0.0197498354180382
Connected Components : 373
Single-Vertex Connected Components : 85
Maximum Vertices in a Connected Component : 151
Maximum Edges in a Connected Component : 398
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 2.895416
Graph Density : 0.000496283590623213
Modularity : 0.640103
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,750 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, 16 September 2021 at 11:18 UTC.

The requested start date was Thursday, 16 September 2021 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, 11-hour, 38-minute period from Thursday, 02 September 2021 at 00:03 UTC to Wednesday, 15 September 2021 at 11:41 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:
[141] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[55] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/fully-vaccinated-people.html
[51] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[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://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fmore%2Fmasking-science-sars-cov2.html
[13] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/transmission_k_12_schools.html
[13] https://www.niid.go.jp/niid/ja/2019-ncov/2484-idsc/10623-covid19-57.html
[10] https://www.who.int/news-room/q-a-detail/coronavirus-disease-covid-19-how-is-it-transmitted
[9] https://www.pnas.org/content/118/4/e2014564118
[7] https://www.cdc.gov/coronavirus/2019-ncov/lab/grows-virus-cell-culture.html

Top URLs in Tweet in G1:
[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=
[10] https://www.niid.go.jp/niid/ja/2019-ncov/2484-idsc/10623-covid19-57.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[3] https://virological.org/t/viral-infection-and-transmission-in-a-large-well-traced-outbreak-caused-by-the-delta-sars-cov-2-variant/724
[3] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/fully-vaccinated-people.html
[2] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2484-idsc/10530-covid19-50.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covid-net/purpose-methods.html
[2] https://www.bmj.com/content/374/bmj.n1931
[2] https://www.cdc.gov/coronavirus/2019-ncov/lab/grows-virus-cell-culture.html

Top URLs in Tweet in G2:
[1] https://nextstrain.org/ncov/gisaid/global
[1] https://www.nytimes.com/interactive/2021/world/covid-vaccinations-tracker.html

Top URLs in Tweet in G3:
[3] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en
[2] https://www.cdc.gov/coronavirus/2019-ncov/lab/multiplex.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/lab/testing.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html

Top URLs in Tweet in G4:
[1] https://onlinelibrary.wiley.com/doi/full/10.1002/jmv.25990?cookieSet=1
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2820%2930114-6%2Ffulltext%3Famp%253Bamp%253Bqid%3D97638790&rc=0
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/planning-scenarios.html
[1] https://www.publichealthontario.ca/-/media/documents/ncov/research/2020/12/synopsis-ioannidis-studies-covid-19-infection-fatality-rates.pdf?la=en
[1] https://twitter.com/AtomsksSanakan/status/1437902319471972361
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/cloth-face-cover-guidance.html

Top URLs in Tweet in G5:
[4] https://www.pasteur.fr/fr/espace-presse/documents-presse/institut-pasteur-isole-souches-du-coronavirus-2019-ncov-detecte-france
[2] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[1] https://twitter.com/gg3428/status/1430804157120843776

Top URLs in Tweet in G6:
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/lab/resources/antibody-tests.html

Top URLs in Tweet in G8:
[7] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/transmission_k_12_schools.html#covid-19-children-adolescents
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/transmission_k_12_schools.html
[1] https://twitter.com/newstalkfm/status/1437072780273623047
[1] https://www.pnas.org/content/118/4/e2014564118
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fmore%2Fmasking-science-sars-cov2.html

Top URLs in Tweet in G9:
[4] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[1] https://twitter.com/nhk_news/status/1437370228107669505
[1] https://twitter.com/Derive_ip/status/1437380428738949121

Top URLs in Tweet in G10:
[5] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fmore%2Fmasking-science-sars-cov2.html#anchor_1619457332454
[1] https://twitter.com/bikeme4ever/status/1434707172580020224

Top Domains
Top Domains in Tweet in Entire Graph:
[378] cdc.gov
[32] scholarsportal.info
[28] twitter.com
[26] go.jp
[22] who.int
[12] nih.gov
[12] pnas.org
[12] nextstrain.org
[7] nature.com
[6] gob.es

Top Domains in Tweet in G1:
[36] cdc.gov
[32] scholarsportal.info
[14] go.jp
[9] twitter.com
[4] nextstrain.org
[3] virological.org
[2] nature.com
[2] science.org
[2] hebrewnews.com
[2] abeomics.com

Top Domains in Tweet in G2:
[1] nextstrain.org
[1] nytimes.com

Top Domains in Tweet in G3:
[4] cdc.gov
[3] publichealthontario.ca

Top Domains in Tweet in G4:
[2] cdc.gov
[1] wiley.com
[1] elsevierhealth.com
[1] publichealthontario.ca
[1] twitter.com

Top Domains in Tweet in G5:
[4] pasteur.fr
[3] cdc.gov
[1] twitter.com

Top Domains in Tweet in G6:
[2] cdc.gov

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

Top Domains in Tweet in G9:
[4] cdc.gov
[2] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[70] covid19
[49] coronavirus
[45] covid
[44] ncov
[42] corona
[40] novel
[37] novelcoronavirus
[37] sars
[35] 2019ncov
[35] japan



Top Hashtags in Tweet in G1:
[19] covid19
[17] sarscov2
[3] sars_cov_2
[3] genome
[3] sequences
[2] rtalb
[2] variants
[2] phylogeny
[1] vaccini
[1] anticorpimonoclonali

Top Hashtags in Tweet in G5:
[1] covidiot

Top Words
Top Words in Tweet in Entire Graph:
[407] sars
[359] cov
[249] ncov
[232] 19
[162] virus
[153] cdc
[144] covid
[140] ãƒ
[132] æ
[112] 2019

Top Words in Tweet in G1:
[84] sars
[81] cov
[65] covid
[64] 19
[59] æ
[51] ncov
[47] ãƒ
[37] 2019
[35] ç
[32] articles

Top Words in Tweet in G2:
[72] dvx_ardorensis
[67] związek
[67] między
[67] szczepieniem
[67] chadox1
[67] ncov
[67] 19
[67] epizodami
[67] krwawienia
[67] duże

Top Words in Tweet in G3:
[6] pcr
[5] sars
[5] cov
[3] test
[3] still
[3] aime3verde
[3] cdc
[3] influenza
[2] citation
[2] one

Top Words in Tweet in G4:
[4] sars
[4] cov
[4] vulnerable
[3] asinister
[3] jr4_truth
[3] alphavccoms
[3] danielkuhn1975
[3] automatrix66_kc
[3] jaisans
[3] brknman

Top Words in Tweet in G5:
[17] sars
[16] 2019
[15] ncov
[14] cov2
[8] n'est
[7] pasteur
[6] tout
[6] butoveronique
[4] sars_cov_21
[4] parle

Top Words in Tweet in G6:
[4] nornenland
[4] fynnderella1
[4] cindita_26
[4] candice60896290
[4] colarchon
[4] fantasticmusic
[4] ragusaecomites
[4] bobkenny62
[3] revmikemenkes
[2] kksheld

Top Words in Tweet in G7:
[8] bebert701
[8] smashcarm
[8] thatsnotmine125
[8] alex_on_a14
[7] burgerlab12
[7] mdrisette
[7] chrisjohnsonmd
[7] andylumm
[7] ginapro
[5] pawley_robert

Top Words in Tweet in G8:
[32] wearing
[31] mask
[31] significant
[31] adverse
[31] health
[31] effects
[31] wearers
[31] useful
[31] indoor
[31] crowded

Top Words in Tweet in G9:
[27] cov
[18] アストラゼネカワクチンchadox1
[18] ncov
[18] 19
[18] azd1222
[18] はsars
[18] 2のspike
[18] proteinをコードしたアデノウイルスベクターワクチンであり
[18] これまでに5億本以上が160か国以上で使用されている
[17] influenzer3

Top Words in Tweet in G10:
[10] cdcgov
[4] cdc
[3] mask
[3] links
[3] media
[3] kprather88
[3] covid
[3] please
[2] studies
[2] science

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[320] sars,cov
[124] ncov,19
[104] covid,19
[102] chadox1,ncov
[77] 2019,ncov
[67] związek,między
[67] między,szczepieniem
[67] szczepieniem,chadox1
[67] 19,epizodami
[67] epizodami,krwawienia

Top Word Pairs in Tweet in G1:
[74] sars,cov
[45] covid,19
[32] scholars,portal
[24] 2019,ncov
[18] chadox1,ncov
[18] ncov,19
[18] drml350phd,interesting
[17] ç,æ
[16] 2021,09
[16] articles,covid

Top Word Pairs in Tweet in G2:
[67] związek,między
[67] między,szczepieniem
[67] szczepieniem,chadox1
[67] chadox1,ncov
[67] ncov,19
[67] 19,epizodami
[67] epizodami,krwawienia
[67] krwawienia,duże
[67] duże,populacyjne
[67] populacyjne,badanie

Top Word Pairs in Tweet in G3:
[5] sars,cov
[2] cov,test
[2] one,cdc
[2] pcr,tests
[2] tests,sars
[2] test,presence

Top Word Pairs in Tweet in G4:
[4] sars,cov
[3] automatrix66_kc,jaisans
[3] jaisans,brknman
[3] brknman,odyssey_bow
[3] asymptomatic,cases
[2] asinister,jr4_truth
[2] jr4_truth,alphavccoms
[2] alphavccoms,danielkuhn1975
[2] danielkuhn1975,colepram
[2] colepram,automatrix66_kc

Top Word Pairs in Tweet in G5:
[15] 2019,ncov
[14] sars,cov2
[4] limpbizkit1465,butoveronique
[4] butoveronique,kevinantitroll1
[4] kevinantitroll1,playthunderwolf
[4] playthunderwolf,philippemayor1
[4] philippemayor1,baixmaryse
[4] baixmaryse,christe17511452
[3] l'institut,pasteur
[3] christe17511452,vlfmichael

Top Word Pairs in Tweet in G6:
[4] nornenland,fynnderella1
[4] fynnderella1,cindita_26
[4] cindita_26,candice60896290
[4] candice60896290,colarchon
[4] colarchon,fantasticmusic
[4] fantasticmusic,ragusaecomites
[4] ragusaecomites,bobkenny62
[3] revmikemenkes,nornenland
[2] bobkenny62,ireland20â

Top Word Pairs in Tweet in G7:
[7] thatsnotmine125,alex_on_a14
[5] pawley_robert,maureenstroud
[5] maureenstroud,barryjohnreid21
[5] barryjohnreid21,browningneelyn
[4] burgerlab12,bebert701
[4] bebert701,mdrisette
[4] mdrisette,chrisjohnsonmd
[4] chrisjohnsonmd,andylumm
[4] andylumm,smashcarm
[4] smashcarm,ginapro

Top Word Pairs in Tweet in G8:
[31] mask,wearing
[31] wearing,significant
[31] significant,adverse
[31] adverse,health
[31] health,effects
[31] effects,wearers
[31] wearers,useful
[31] useful,indoor
[31] indoor,crowded
[31] crowded,poorly

Top Word Pairs in Tweet in G9:
[18] アストラゼネカワクチンchadox1,ncov
[18] ncov,19
[18] 19,azd1222
[18] azd1222,はsars
[18] はsars,cov
[18] cov,2のspike
[18] 2のspike,proteinをコードしたアデノウイルスベクターワクチンであり
[18] proteinをコードしたアデノウイルスベクターワクチンであり,これまでに5億本以上が160か国以上で使用されている
[17] influenzer3,アストラゼネカワクチンchadox1
[9] 空気感染,と書いてないから分からなかったのかも

Top Word Pairs in Tweet in G10:
[2] science,brief
[2] covid,19
[2] kprather88,cdc
[2] cdc,junk
[2] junk,need
[2] need,change
[2] change,current
[2] current,prevention
[2] prevention,methods
[2] methods,true

Top Replied-To
Top Replied-To in Entire Graph:
@tgpalmer64
@aime3verde
@reusvisser
@limpbizkit1465
@smashcarm
@kcrg
@doppel_hans
@andgrateful
@imaddinedz

Top Replied-To in G1:

Top Replied-To in G3:
@aime3verde
@bottomleyfiona
@dibby29118520
@mcfunny
@celtics592448

Top Replied-To in G4:
@asinister
@jr4_truth

Top Replied-To in G5:
@limpbizkit1465
@doppel_hans
@nandiux
@marie_shakti
@sweetdarkchocol
@helete_k_maras
@solangelavie
@hugodelire1978
@changnoy

Top Replied-To in G6:
@keithca94807318
@nornenland

Top Replied-To in G7:
@smashcarm
@burgerlab12
@thatsnotmine125

Top Replied-To in G9:
@derive_ip
@zhukov2004

Top Replied-To in G10:
@palomo_ramon
@deanmachine16
@matt62119304
@kprather88
@barryhunt008
@noillusions3
@bikeme4ever

Top Mentioned
Top Mentioned in Entire Graph:
@dvx_ardorensis
@docrussjackson
@vivekpandey21
@drml350phd
@influenzer3
@toddzywicki
@cdcgov
@caruzycki
@psychedelicname
@bebert701

Top Mentioned in G1:
@drml350phd
@marieaaow

Top Mentioned in G2:
@dvx_ardorensis

Top Mentioned in G3:
@thehill
@willyanderson31
@andrewlazarus4
@janedryden4
@_mamadeb
@rosepoptosis
@takethatct
@chucktod_goatee
@tony__heller
@lauradekker1

Top Mentioned in G4:
@alphavccoms
@danielkuhn1975
@automatrix66_kc
@jaisans
@brknman
@odyssey_bow
@atomskssanakan
@asinister
@jr4_truth
@colepram

Top Mentioned in G5:
@butoveronique
@kevinantitroll1
@playthunderwolf
@philippemayor1
@baixmaryse
@christe17511452
@vlfmichael
@villard82987534
@vivrelibre17
@luquetsabine

Top Mentioned in G6:
@fynnderella1
@cindita_26
@candice60896290
@colarchon
@fantasticmusic
@ragusaecomites
@bobkenny62
@revmikemenkes
@nornenland
@kksheld

Top Mentioned in G7:
@bebert701
@alex_on_a14
@mdrisette
@chrisjohnsonmd
@andylumm
@ginapro
@thatsnotmine125
@burgerlab12
@smashcarm
@pawley_robert

Top Mentioned in G8:
@docrussjackson
@vickimahony
@oliveblogs
@panda31808732
@drericding

Top Mentioned in G9:
@influenzer3
@nakane273

Top Mentioned in G10:
@cdcgov
@kprather88
@monicapwallace
@danirohr338
@victoriawrites3
@ksorbs
@facebrand
@jennifernbc4
@nbc4i
@emilygraymd_mph

Top Tweeters
Top Tweeters in Entire Graph:
@ecodaren
@matiere
@citrus_kyoto
@lizditz
@thehill
@johnjoechad
@scott1984fp
@noriesun
@mohsinmalvi19
@yasu_yasuno_sa

Top Tweeters in G1:
@matiere
@yasu_yasuno_sa
@stiripesurse_ro
@fujikurok
@fobosmkz
@capanda
@shinobu_libra
@tarabagani
@lai_dama
@masa64bits

Top Tweeters in G2:
@anakreontyk
@ssr57
@henkur60
@wojciechm
@edialekto
@yatsa_man
@burasmarula
@gracja_
@blablab78594180
@sawiczsulima

Top Tweeters in G3:
@thehill
@_mamadeb
@tony__heller
@littlelishka
@johnmarcmail
@takethatct
@dawntj90
@frankdelia7
@mcfunny
@joltdude

Top Tweeters in G4:
@friendsoscience
@oscarswild1
@asinister
@fillmorewhite
@roypentland
@veritatem2021
@atomskssanakan
@paprikalady
@ejwwest
@librumtinia

Top Tweeters in G5:
@a_meluzzi
@loulali8
@solangelavie
@limpbizkit1465
@arikouts
@mammiebocockiq
@villard82987534
@lauregonlezamar
@marie_shakti
@xelibris

Top Tweeters in G6:
@ireland2020
@sassychickie
@emmakennytv
@fantasticmusic
@nornenland
@kksheld
@plasticmoney888
@drtessat
@bobkenny62
@rdvalerie

Top Tweeters in G7:
@lizditz
@wjack76995
@jsaholmes
@madlovemomma
@rodfair2
@alex_on_a14
@nyob7714
@chrisjohnsonmd
@andylumm
@pawley_robert

Top Tweeters in G8:
@johnjoechad
@caz5697
@nniina_
@dancygeorgia
@arthurm40159518
@docrussjackson
@micheal_olainn
@amusedrice
@mcdee_andy
@andyparrott1

Top Tweeters in G9:
@citrus_kyoto
@noriesun
@fearless_taisho
@nempmx
@ikotto
@ygjumi
@hannahumming
@2chipi
@araran100
@pictureoffake

Top Tweeters in G10:
@cancercurenow
@nbc4i
@laurirose
@palomo_ramon
@cdcgov
@eptresist
@jennifernbc4
@ksorbs
@kprather88
@mavaddat