SARS-NCOV, Twitter, 4/17/2021 6:36:28 PM, 252961


FAQ | Problem?

SARS-NCOV_2021-04-17_04-12-01.xlsx
SARS-NCOV_2021-04-17_04-12-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 17, 2021
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3drrA6b
@cdcgov
@fukukittykobe
@takainou_0907
@ygjumi
@influenzer3
@briancolder
@don_milton
@absteward
@thelancet
@marcgozlan

Top hashtags:
#covid19
#sarscov2
#opendata
#preprint
#sars
#asap
#sars_cov_2
#coronavirus
#vaccine

Description:
Description
The graph represents a network of 2,661 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 Saturday, 17 April 2021 at 11:15 UTC.

The requested start date was Saturday, 17 April 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, 12-hour, 39-minute period from Saturday, 03 April 2021 at 00:47 UTC to Friday, 16 April 2021 at 13:27 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 : 2661
Unique Edges : 1522
Edges With Duplicates : 3361
Total Edges : 4883
Number of Edge Types : 5
Retweet : 1216
MentionsInRetweet : 1542
Tweet : 398
Replies to : 314
Mentions : 1413
Self-Loops : 417
Reciprocated Vertex Pair Ratio : 0.00599041533546326
Reciprocated Edge Ratio : 0.0119094878920206
Connected Components : 514
Single-Vertex Connected Components : 207
Maximum Vertices in a Connected Component : 689
Maximum Edges in a Connected Component : 1480
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.919491
Graph Density : 0.000355878422098086
Modularity : 0.536107
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,661 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 Saturday, 17 April 2021 at 11:15 UTC.

The requested start date was Saturday, 17 April 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, 12-hour, 39-minute period from Saturday, 03 April 2021 at 00:47 UTC to Friday, 16 April 2021 at 13:27 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:
[221] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html
[75] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/scientific-brief-sars-cov-2.html
[67] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[61] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10280-covid19-41.html
[51] 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
[50] https://nextstrain.org/ncov
[43] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10188-493p02.html
[34] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/fully-vaccinated-people.html
[26] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/variant-surveillance/variant-info.html?ACSTrackingID=DM54416
[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=

Top URLs in Tweet in G1:
[25] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/variant-surveillance/variant-info.html?ACSTrackingID=DM54416
[10] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/variant-proportions.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/covidview/index.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/variant-surveillance/variant-info.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/scientific-brief-sars-cov-2.html
[1] https://espanol.cdc.gov/coronavirus/2019-ncov/transmission/variant.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/lab/resources/reporting-sequencing-guidance.html
[1] https://twitter.com/MuinJKhoury/status/1378704801568067584

Top URLs in Tweet in G2:
[78] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html
[15] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10280-covid19-41.html
[9] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2484-idsc/10280-covid19-41.html
[8] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900628-0%2Ffulltext%3Fdgcid%3Draven_jbs_etoc_email&rc=0
[7] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10220-covid19-36.html
[6] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10188-493p02.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/fully-vaccinated-people.html
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900628-0%2Ffulltext&rc=0
[4] https://www.researchsquare.com/article/rs-404769/v1
[3] https://pubmed.ncbi.nlm.nih.gov/33798499/

Top URLs in Tweet in G3:
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/scientific-brief-sars-cov-2.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fmore%2Fscientific-brief-sars-cov-2.html

Top URLs in Tweet in G4:
[32] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html
[3] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10280-covid19-41.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/variant-surveillance/variant-info.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/scientific-brief-sars-cov-2.html
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900872-2%2Ffulltext&rc=0
[1] https://medical.jiji.com/news/41664
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10220-covid19-36.html
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2484-idsc/10280-covid19-41.html

Top URLs in Tweet in G5:
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900628-0%2Ffulltext&rc=0
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/disinfecting-your-home.html

Top URLs in Tweet in G6:
[50] https://nextstrain.org/ncov
[9] https://cov-lineages.org/
[3] https://nextstrain.org/ncov/africa
[2] https://nextstrain.org/ncov/south-america
[2] https://nextstrain.org/ncov/oceania
[2] https://nextstrain.org/sars-cov-2/
[1] https://nextstrain.org/ncov/asia
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10280-covid19-41.html
[1] https://virological.org/t/genomic-characterisation-of-an-emergent-sars-cov-2-lineage-in-manaus-preliminary-findings/586
[1] https://nextstrain.org/ncov/south-america?branchLabel=none&f_country=Brazil&l=clock&m=div&r=division

Top URLs in Tweet in G7:
[1] https://medicalxpress.com/news/2020-05-madagascar-green-gold-covid-africa.html
[1] https://www.bridgemi.com/michigan-health-watch/246-infected-3-dead-covid-19-michigan-despite-being-vaccinated

Top URLs in Tweet in G8:
[6] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html

Top URLs in Tweet in G9:
[2] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html

Top Domains
Top Domains in Tweet in Entire Graph:
[591] cdc.gov
[139] go.jp
[67] nextstrain.org
[48] scholarsportal.info
[31] elsevierhealth.com
[27] nih.gov
[19] twitter.com
[16] nature.com
[15] publichealthontario.ca
[13] gob.es

Top Domains in Tweet in G1:
[55] cdc.gov
[1] twitter.com

Top Domains in Tweet in G2:
[109] cdc.gov
[43] go.jp
[14] nih.gov
[12] elsevierhealth.com
[8] gob.es
[7] twitter.com
[4] linkedin.com
[4] researchsquare.com
[3] ne.jp
[2] publichealthontario.ca

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

Top Domains in Tweet in G4:
[35] cdc.gov
[5] go.jp
[1] elsevierhealth.com
[1] jiji.com

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

Top Domains in Tweet in G6:
[62] nextstrain.org
[9] cov-lineages.org
[2] virological.org
[1] go.jp

Top Domains in Tweet in G7:
[1] medicalxpress.com
[1] bridgemi.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[286] covid19
[81] sarscov2
[50] opendata
[26] preprint
[25] sars
[20] asap
[16] sars_cov_2
[10] coronavirus
[8] vaccine
[8] cryoem



Top Hashtags in Tweet in G1:
[169] covid19
[5] precisionpublichealth
[1] fap_icscc
[1] sars_cov_2

Top Hashtags in Tweet in G2:
[10] covid19
[6] rtalb
[5] coronavirus
[3] covidー19
[3] vacunascovid19
[2] 変異株
[2] schnelltest
[2] verfolgung
[2] testergebnis
[2] coronatest

Top Hashtags in Tweet in G3:
[1] covidisairborne

Top Hashtags in Tweet in G4:
[1] 新型コロナウイルス対策

Top Hashtags in Tweet in G5:
[5] vaccine
[2] covid19
[1] variant
[1] astrazeneca

Top Hashtags in Tweet in G6:
[51] covid19
[50] opendata
[50] sarscov2
[1] pathwest

Top Hashtags in Tweet in G8:
[2] svpol
[2] corona
[1] coronasverige
[1] covid19
[1] covidisairborne
[1] covid19sverige

Top Words
Top Words in Tweet in Entire Graph:
[1404] sars
[1387] cov
[497] cdc
[403] transmission
[322] surface
[286] #covid19
[277] 19
[274] fomite
[257] ncov
[249] brief

Top Words in Tweet in G1:
[225] sars
[225] cov
[220] cdcgov
[182] variants
[174] more
[173] increase
[173] cases
[173] driven
[173] contagious
[169] current

Top Words in Tweet in G2:
[226] sars
[225] cov
[89] transmission
[77] cdc
[74] surface
[70] ncov
[65] fomite
[62] community
[59] 19
[56] indoor

Top Words in Tweet in G3:
[160] d'infection
[158] cote_science
[99] sars
[99] cov
[97] fomites
[97] 10
[97] 000
[96] cdc
[96] risque
[96] par

Top Words in Tweet in G4:
[82] cov
[71] sars
[48] science
[48] brief
[48] surface
[48] fomite
[32] transmission
[31] indoor
[31] community
[31] environments

Top Words in Tweet in G5:
[64] sars
[64] cov
[58] jest
[57] powietrze
[57] główną
[57] droga
[57] rozprzestrzeniania
[57] się
[57] wirusa
[57] jednak

Top Words in Tweet in G6:
[59] thanks
[53] gisaid
[52] nextstrain
[51] #covid19
[50] #opendata
[50] sharing
[50] updated
[50] #sarscov2
[43] sequences
[37] we've

Top Words in Tweet in G7:
[15] ncov
[14] chris_f_carson
[14] monstercoyliar
[14] burgerlab12
[14] nycweatherrepor
[14] double_o_sebun
[14] carlsmythe
[13] kstateturk
[13] ghoppe
[13] blaineillimatta

Top Words in Tweet in G8:
[67] sars
[67] cov
[63] transmission
[62] fomite
[46] surface
[45] cdc
[45] science
[45] brief
[42] munskydd
[42] är

Top Words in Tweet in G9:
[2] musclebalancing
[2] bassistold
[2] alawnguy
[2] jetson77
[2] synyster63
[2] ethanolfree90
[2] topleveltroll3
[2] sun58valencia
[2] fishngritz21
[2] gigibuddapdx

Top Words in Tweet in G10:
[2] sars
[2] ncov
[2] 19

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1281] sars,cov
[238] science,brief
[234] fomite,transmission
[227] brief,sars
[217] cov,surface
[201] surface,fomite
[195] cov,variants
[186] 10,000
[177] driven,more
[177] more,contagious

Top Word Pairs in Tweet in G1:
[225] sars,cov
[180] cov,variants
[173] driven,more
[173] more,contagious
[173] contagious,sars
[169] current,increase
[169] increase,#covid19
[169] #covid19,cases
[169] cases,driven
[168] cdcgov,current

Top Word Pairs in Tweet in G2:
[210] sars,cov
[62] fomite,transmission
[55] cov,surface
[55] surface,fomite
[55] transmission,indoor
[55] indoor,community
[55] community,environments
[53] science,brief
[50] brief,sars
[44] environments,cdc

Top Word Pairs in Tweet in G3:
[99] sars,cov
[97] 10,000
[96] cdc,risque
[96] risque,d'infection
[96] d'infection,par
[96] par,sars
[96] cov,fomites
[96] fomites,faible
[96] faible,généralement
[96] généralement,inférieur

Top Word Pairs in Tweet in G4:
[71] sars,cov
[48] science,brief
[48] brief,sars
[48] cov,surface
[48] surface,fomite
[31] fomite,transmission
[31] transmission,indoor
[31] indoor,community
[31] community,environments
[28] influenzer3,science

Top Word Pairs in Tweet in G5:
[64] sars,cov
[57] powietrze,jest
[57] jest,główną
[57] główną,droga
[57] droga,rozprzestrzeniania
[57] rozprzestrzeniania,się
[57] się,wirusa
[57] wirusa,sars
[57] cov,jednak
[57] jednak,zakażenia

Top Word Pairs in Tweet in G6:
[50] thanks,#opendata
[50] #opendata,sharing
[50] sharing,gisaid
[50] #covid19,#sarscov2
[41] nextstrain,thanks
[37] gisaid,we've
[37] we've,updated
[37] #sarscov2,sequences
[13] gisaid,updated
[13] #sarscov2,seqs

Top Word Pairs in Tweet in G7:
[13] and_nothingelse,hcornea
[13] hcornea,monstatofu
[13] monstatofu,houseofgab
[13] chrisjohnsonmd,lysandergrant
[13] awithonelison,_mamadeb
[13] kayvonpaul,stopvaxxedlies
[13] stopvaxxedlies,beckyjohnson222
[13] beckyjohnson222,death_is_final
[13] death_is_final,macbaird13
[13] macbaird13,100dianne

Top Word Pairs in Tweet in G8:
[67] sars,cov
[62] fomite,transmission
[45] science,brief
[45] brief,sars
[45] cov,surface
[45] surface,fomite
[42] munskydd,är
[42] är,långt
[42] långt,viktigare
[42] viktigare,än

Top Word Pairs in Tweet in G9:
[2] bassistold,alawnguy
[2] alawnguy,jetson77
[2] jetson77,synyster63
[2] topleveltroll3,sun58valencia
[2] sun58valencia,fishngritz21
[2] fishngritz21,gigibuddapdx
[2] gigibuddapdx,thumper18560818
[2] thumper18560818,vincegottalotta
[2] catlady111310,saline_trick
[2] saline_trick,philipemskinne1

Top Replied-To
Top Replied-To in Entire Graph:
@chris_f_carson
@luxorsabatini
@rcornix
@barryjohnreid21
@monstercoyliar
@jrjhealey
@ronaldfreakind
@trishtheskeptic
@m_t_franz
@crypticmoogle

Top Replied-To in G1:
@cody16991079
@erika4iowa
@ricklangel
@voguemagazine

Top Replied-To in G4:
@ygjumi

Top Replied-To in G6:
@malicemagic

Top Replied-To in G7:
@chris_f_carson
@jrjhealey
@monstercoyliar
@barryjohnreid21
@agtcnews

Top Replied-To in G9:
@musclebalancing
@ethanolfree90

Top Replied-To in G10:
@andylumm
@mcfunny

Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@cote_science
@k_pyrc
@gisaid
@nextstrain
@sofius
@aparanjape
@bb45_colorado
@influenzer3
@calcijp

Top Mentioned in G1:
@cdcgov
@mackayim
@orla_hegarty
@muinjkhoury
@smartflightinfo
@wflajustin
@carosanchez8
@altgovdoc
@andrewnjohns
@ankenynews

Top Mentioned in G2:
@shadyneutron
@bib311lio
@9696196chan
@drericlevi
@4defensa
@schaechterle
@wreynoldsyoung
@mercedes_bouter
@juliopastorin
@ahhonings

Top Mentioned in G3:
@cote_science
@mjb302

Top Mentioned in G4:
@influenzer3
@kenmomd
@hichachu
@__fusion
@jijimedical
@bb45_colorado
@takainou_0907
@0406magi

Top Mentioned in G5:
@k_pyrc
@marcgozlan
@thelancet
@cdcgov
@absteward

Top Mentioned in G6:
@gisaid
@nextstrain
@trvrb
@nswhpathology
@transvihmi
@ird_fr
@inserm
@macroliter
@centremuraz
@stellenboschuni

Top Mentioned in G7:
@burgerlab12
@nycweatherrepor
@double_o_sebun
@carlsmythe
@kstateturk
@ghoppe
@blaineillimatta
@ale_battini
@nateweymouth
@mcfunny

Top Mentioned in G8:
@sofius
@emilbergholtz
@vetcov19
@folkhalsomynd
@toknell

Top Mentioned in G9:
@bassistold
@alawnguy
@jetson77
@synyster63
@topleveltroll3
@sun58valencia
@fishngritz21
@gigibuddapdx
@thumper18560818
@vincegottalotta

Top Mentioned in G10:
@fredwibblington
@theonew16516042
@kubecatherine
@krebiozen
@fiski70
@bottomleyfiona
@crabb_vicki
@amanda_pompili
@takeastepback16
@breezergalway

Top Tweeters
Top Tweeters in Entire Graph:
@ja8yum
@wkwkrnht
@matiere
@solutioneer72
@united
@lopezgovlaw
@nobby15
@_redfrog
@akane_kawahata
@sosorasora3

Top Tweeters in G1:
@solutioneer72
@rosenchild
@kimvie
@wadakashiho
@jmhamiltonblog
@protestmusica
@redboybroken
@antarianrani
@youranonriots
@ballerinax

Top Tweeters in G2:
@matiere
@gooochin
@paulpaul49
@keinishikawa3
@didaclopez
@peko409
@naota344
@terazzo
@mauriciowolf13
@qzv00507

Top Tweeters in G3:
@_redfrog
@diogene2607
@kristieperles
@papeekaboo
@ellenagreaux
@lylisuz
@victorg14tdc
@pari_menagere
@myos4
@eagles75000

Top Tweeters in G4:
@ja8yum
@sosorasora3
@citrus_kyoto
@hirameki_002
@uchida_kawasaki
@fearless_taisho
@keiki22
@sitesirius
@liamisak_
@y_fujisaki

Top Tweeters in G5:
@aniqua16
@tomdrabowicz
@marcin_kaminski
@bart_wielinski
@julinka2011
@marcin_pozn
@mamago25
@katrina1974pl
@marekrekowski
@technodyd

Top Tweeters in G6:
@bassaces1
@bprophetable
@mig30m6
@anonomouse1981
@biobaby19
@joannekarma
@greene_thoughts
@fukukittykobe
@actinosproject
@lc54

Top Tweeters in G7:
@ds13_manon
@_mamadeb
@beckyjohnson222
@monstercoyliar
@carolhakios
@awithonelison
@carlsmythe
@6x10e23
@geoffschuler
@katlarue7

Top Tweeters in G8:
@viralvideovlogs
@ibnkafka
@lindsay_helena
@gabibjornstrand
@urban_scott
@a_sick_world
@pompelur
@leslieoqvist
@ltenstedt
@lisbethsindag

Top Tweeters in G9:
@ladyoftheocean1
@vincegottalotta
@misshellca
@philipemskinne1
@kingcujo
@flattielover
@rushvillerockit
@waywardmegan15
@alawnguy
@sup3rk

Top Tweeters in G10:
@mancunianmedic
@mcfunny
@jneill
@amanda_pompili
@breezergalway
@adelere
@gordonrlove
@luciferstweetz
@crabb_vicki
@garyslegg


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.