SARS-NCOV, Twitter, 6/13/2021 5:12:11 PM, 256809


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SARS-NCOV_2021-06-13_02-58-25.xlsx
SARS-NCOV_2021-06-13_02-58-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 13, 2021
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3pWN8fO
@k_g_andersen
@alpha_mind7
@angelakg5
@thateljefe
@sci_n_politics
@emilygraymd_mph
@who
@alexberenson
@mcpatza
@randpaul

Top hashtags:
#covid19
#sarscov2
#opendata
#covid
#sars
#coronavirus
#ncov
#corona
#virus
#novel

Description:
Description
The graph represents a network of 2,068 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, 13 June 2021 at 10:00 UTC.

The requested start date was Sunday, 13 June 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 12-day, 10-hour, 11-minute period from Sunday, 30 May 2021 at 02:04 UTC to Friday, 11 June 2021 at 12:15 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 : 2068
Unique Edges : 1211
Edges With Duplicates : 2111
Total Edges : 3322
Number of Edge Types : 5
Replies to : 314
Mentions : 988
Retweet : 802
MentionsInRetweet : 1027
Tweet : 191
Self-Loops : 198
Reciprocated Vertex Pair Ratio : 0.00407747196738022
Reciprocated Edge Ratio : 0.00812182741116751
Connected Components : 326
Single-Vertex Connected Components : 68
Maximum Vertices in a Connected Component : 382
Maximum Edges in a Connected Component : 756
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.106674
Graph Density : 0.000460866578891468
Modularity : 0.597498
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,068 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, 13 June 2021 at 10:00 UTC.

The requested start date was Sunday, 13 June 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 12-day, 10-hour, 11-minute period from Sunday, 30 May 2021 at 02:04 UTC to Friday, 11 June 2021 at 12:15 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:
[123] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[85] https://nextstrain.org/ncov
[39] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[33] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/fully-vaccinated-people.html
[29] 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
[22] 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/variants/variant-info.html
[14] https://www.cdc.gov/coronavirus/2019-ncov/global-covid-19/COVID19-vs-Ebola-burial-guide.html
[12] https://covidreference.com/variants
[11] https://www.who.int/csr/don/31-december-2020-sars-cov2-variants/en/https://www.nytimes.com/interactive/2021/health/coronavirus-variant-tracker.html

Top URLs in Tweet in G1:
[1] https://www.biorxiv.org/content/biorxiv/early/2020/09/29/2020.09.24.311845.full.pdf
[1] https://www.cbsnews.com/news/covid-19-wuhan-origins-60-minutes-2021-06-06/
[1] https://nextstrain.org/ncov/global?c=country&l=clock&transmissions=show
[1] https://tweetedtimes.com/futuristwatcher?s=tnp

Top URLs in Tweet in G2:
[1] https://threadreaderapp.com/thread/1402166948364967936.html

Top URLs in Tweet in G3:
[2] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/effectiveness.html?s_cid=10464:covid%20vaccine%20effective:sem.ga:p:RG:GM:gen:PTN:FY21

Top URLs in Tweet in G4:
[2] https://www.who.int/news/item/30-03-2021-who-calls-for-further-studies-data-on-origin-of-sars-cov-2-virus-reiterates-that-all-hypotheses-remain-open
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/safety/myocarditis.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/daily-life-coping/animals.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/lab/grows-virus-cell-culture.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

Top URLs in Tweet in G5:
[5] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.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/variants/variant-info.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/fully-vaccinated-people.html
[2] https://www.medrxiv.org/content/10.1101/2021.06.01.21258172v1
[2] https://www.medrxiv.org/content/10.1101/2021.06.01.21258172v1?rss=1
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7324311/
[1] https://www.assocarenews.it/infermieri/blsd-e-rianimazione-cardiopolmonare-durante-la-pandemia-covid-19-raccomandazioni-irc
[1] https://search.bvsalud.org/global-literature-on-novel-coronavirus-2019-ncov/resource/en/ppcovidwho-8547
[1] https://nextstrain.publichealthontario.ca/ncov

Top URLs in Tweet in G6:
[6] https://www.researchgate.net/publication/338957445_Uncanny_similarity_of_unique_inserts_in_the_2019-nCoV_spike_protein_to_HIV-1_gp120_and_Gag
[6] https://www.biorxiv.org/content/10.1101/2020.01.30.927871v2

Top URLs in Tweet in G7:
[84] https://nextstrain.org/ncov
[22] 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=
[2] https://journals.scholarsportal.info/search?q=((COVID-19)%20OR%20(coronavirus)%20OR%20(2019-nCoV)%20OR%20(SARS-CoV-2))&search_in=anywhere&op=AND&q=2021-06-09&search_in=LD
[2] https://journals.scholarsportal.info/search?q=((COVID-19)%20OR%20(coronavirus)%20OR%20(2019-nCoV)%20OR%20(SARS-CoV-2))&search_in=anywhere&op=AND&q=2021-05-29&search_in=LD
[2] https://journals.scholarsportal.info/search?q=((COVID-19)%20OR%20(coronavirus)%20OR%20(2019-nCoV)%20OR%20(SARS-CoV-2))&search_in=anywhere&op=AND&q=2021-05-30&search_in=LD
[2] https://journals.scholarsportal.info/search?q=((COVID-19)%20OR%20(coronavirus)%20OR%20(2019-nCoV)%20OR%20(SARS-CoV-2))&search_in=anywhere&op=AND&q=2021-05-31&search_in=LD
[2] https://journals.scholarsportal.info/search?q=((COVID-19)%20OR%20(coronavirus)%20OR%20(2019-nCoV)%20OR%20(SARS-CoV-2))&search_in=anywhere&op=AND&q=2021-06-02&search_in=LD
[2] https://journals.scholarsportal.info/search?q=((COVID-19)%20OR%20(coronavirus)%20OR%20(2019-nCoV)%20OR%20(SARS-CoV-2))&search_in=anywhere&op=AND&q=2021-06-03&search_in=LD
[2] https://journals.scholarsportal.info/search?q=((COVID-19)%20OR%20(coronavirus)%20OR%20(2019-nCoV)%20OR%20(SARS-CoV-2))&search_in=anywhere&op=AND&q=2021-06-04&search_in=LD
[2] https://journals.scholarsportal.info/search?q=((COVID-19)%20OR%20(coronavirus)%20OR%20(2019-nCoV)%20OR%20(SARS-CoV-2))&search_in=anywhere&op=AND&q=2021-06-05&search_in=LD

Top URLs in Tweet in G8:
[1] https://www.cdc.gov/coronavirus/2019-ncov/variants/variant-info.html

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

Top URLs in Tweet in G10:
[4] https://www.nature.com/articles/s41541-021-00315-6

Top Domains
Top Domains in Tweet in Entire Graph:
[315] cdc.gov
[88] nextstrain.org
[44] scholarsportal.info
[27] go.jp
[21] who.int
[20] nature.com
[15] twitter.com
[13] medrxiv.org
[12] publichealthontario.ca
[12] covidreference.com

Top Domains in Tweet in G1:
[1] biorxiv.org
[1] cbsnews.com
[1] nextstrain.org
[1] tweetedtimes.com

Top Domains in Tweet in G2:
[1] threadreaderapp.com

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

Top Domains in Tweet in G4:
[4] cdc.gov
[2] who.int

Top Domains in Tweet in G5:
[25] cdc.gov
[5] medrxiv.org
[3] nih.gov
[3] twitter.com
[3] who.int
[3] nature.com
[3] go.jp
[2] bvsalud.org
[2] nextstrain.org
[2] ac.th

Top Domains in Tweet in G6:
[6] researchgate.net
[6] biorxiv.org

Top Domains in Tweet in G7:
[84] nextstrain.org
[44] scholarsportal.info

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[144] covid19
[107] sarscov2
[84] opendata
[32] covid
[32] sars
[29] coronavirus
[29] ncov
[28] corona
[28] virus
[28] novel



Top Hashtags in Tweet in G3:
[1] onpoint

Top Hashtags in Tweet in G5:
[3] covid19
[3] hiv
[2] covid
[1] aerosole
[1] sars
[1] covid19virology
[1] ratg13
[1] medrxiv
[1] coronavirus
[1] vaccinationdone

Top Hashtags in Tweet in G7:
[106] covid19
[106] sarscov2
[84] opendata

Top Words
Top Words in Tweet in Entire Graph:
[734] sars
[658] cov
[353] ncov
[318] ãƒ
[300] 2020
[286] fauci
[232] important
[222] following
[217] dr
[215] early

Top Words in Tweet in G1:
[209] sars
[208] ncov
[207] emails
[207] dr
[207] fauci
[207] early
[207] 2020
[207] cov
[207] couple
[207] important

Top Words in Tweet in G2:
[144] sars
[142] cov
[141] neurological
[141] problems
[141] vaccine
[141] against
[141] bilateral
[141] superior
[141] ophthalmic
[141] vein

Top Words in Tweet in G3:
[10] gt
[7] 20
[6] 19
[6] 21
[5] sars_ncov
[5] pommedapie59
[5] medical
[4] sars
[4] ozone
[3] kprather88

Top Words in Tweet in G4:
[9] sars
[7] ncov
[6] rtheatheist
[6] ginapro
[6] jaikanta22
[6] nycweatherrepor
[6] boastira
[6] burgerlab12
[6] moravec_tomas
[6] kayvonpaul

Top Words in Tweet in G5:
[55] sars
[49] cov
[31] ncov
[25] 19
[16] 2019
[15] chadox1
[12] ãƒ
[12] æ
[10] cdc
[10] variants

Top Words in Tweet in G6:
[77] article
[71] jan
[71] 2020
[65] indian
[65] researchers
[65] iit
[65] delhi
[65] possible
[64] fauci
[64] supressed

Top Words in Tweet in G7:
[106] #covid19
[106] #sarscov2
[84] thanks
[84] #opendata
[84] sharing
[84] gisaid
[84] we've
[84] updated
[84] sequences
[75] nextstrain

Top Words in Tweet in G8:
[162] ªã
[108] ϋ
[108] ãƒ
[55] e484k
[55] sars
[55] cov
[55] variant
[55] classifications
[54] influenzer3
[54] ç

Top Words in Tweet in G10:
[8] azd1222
[4] see
[4] under
[4] materials
[4] methods
[4] written
[4] cells
[4] grown
[4] dmem
[4] supplemented

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[638] sars,cov
[211] early,2020
[209] emails,dr
[209] dr,fauci
[209] fauci,early
[209] 2020,sars
[209] cov,ncov
[209] ncov,couple
[209] couple,important
[209] important,questions

Top Word Pairs in Tweet in G1:
[207] emails,dr
[207] dr,fauci
[207] fauci,early
[207] early,2020
[207] 2020,sars
[207] sars,cov
[207] cov,ncov
[207] ncov,couple
[207] couple,important
[207] important,questions

Top Word Pairs in Tweet in G2:
[142] sars,cov
[141] neurological,problems
[141] problems,vaccine
[141] vaccine,against
[141] against,sars
[141] cov,bilateral
[141] bilateral,superior
[141] superior,ophthalmic
[141] ophthalmic,vein
[141] vein,thrombosis

Top Word Pairs in Tweet in G3:
[6] 19,20
[6] 20,21
[3] surfaces,cdc
[3] cdc,announced
[3] announced,april
[3] april,œhowever
[3] œhowever,based
[3] based,available
[3] available,epidemiological
[3] epidemiological,data

Top Word Pairs in Tweet in G4:
[6] kanchristo,globe_4_life
[6] globe_4_life,joeeason1
[6] joeeason1,coreyebeverage
[6] volumerose,atyhans
[6] atyhans,irishman7771
[6] irishman7771,crockabananas
[6] crockabananas,jrjhealey
[6] jrjhealey,unclebuckj
[6] unclebuckj,mcfunny
[6] mcfunny,hungryfillbe

Top Word Pairs in Tweet in G5:
[46] sars,cov
[16] ncov,19
[14] chadox1,ncov
[10] 2019,ncov
[8] humoral,cellular
[8] cellular,immune
[8] immune,response
[8] response,against
[8] against,sars
[8] cov,variants

Top Word Pairs in Tweet in G6:
[71] jan,2020
[70] article,jan
[65] indian,researchers
[65] researchers,iit
[65] iit,delhi
[65] 2020,possible
[64] fauci,supressed
[64] supressed,indian
[64] delhi,published
[64] published,pre

Top Word Pairs in Tweet in G7:
[106] #covid19,#sarscov2
[84] thanks,#opendata
[84] #opendata,sharing
[84] sharing,gisaid
[84] gisaid,we've
[84] we've,updated
[84] #sarscov2,sequences
[75] nextstrain,thanks
[45] covid,19
[45] scholars,portal

Top Word Pairs in Tweet in G8:
[55] sars,cov
[55] cov,variant
[55] variant,classifications
[54] ç,cdcã
[54] cdcã,e484kã
[54] e484kã,æœ
[54] æœ,ÿæ
[54] ÿæ,ªã
[54] ªã,7æ
[54] 7æ,ªã

Top Word Pairs in Tweet in G10:
[4] see,under
[4] under,materials
[4] materials,methods
[4] methods,written
[4] written,cells
[4] cells,grown
[4] grown,dmem
[4] dmem,supplemented
[4] supplemented,foetal
[4] foetal,bovine

Top Replied-To
Top Replied-To in Entire Graph:
@karol
@alex_on_a14
@olegroslak
@luquetsabine
@johnjon15087440
@nuuska
@tyrellan
@cusemilitia
@trishthedish_7
@qeality

Top Replied-To in G1:
@delothar
@k_g_andersen
@aeaiyo

Top Replied-To in G3:
@kprather88
@time
@dave06031956
@pommedapie59
@moshabelamosa
@usatoday
@covidupdate2020
@mvankerkhove
@5eany73

Top Replied-To in G4:
@alex_on_a14
@trishthedish_7
@rtheatheist
@navarp
@wendyorent
@iron_mechanic
@repthomasmassie
@_a_muse_d_

Top Replied-To in G6:
@prasannavishy
@dikgaj
@theavenger82
@opindia_com
@rajeev_mp
@vikram_sood
@narendarsingh52

Top Replied-To in G9:
@veritatem2021

Top Replied-To in G10:
@gausevaagniveer
@gopalee67
@baranwal1956

Top Mentioned
Top Mentioned in Entire Graph:
@k_g_andersen
@alpha_mind7
@gisaid
@nextstrain
@idjnyx
@influenzer3
@cestmoiz
@dikgaj
@ydeigin
@prasannavishy

Top Mentioned in G1:
@k_g_andersen
@kolas_yotaka
@peterdaszak

Top Mentioned in G2:
@alpha_mind7
@andreaventura01
@k_g_andersen

Top Mentioned in G3:
@who
@pommedapie59
@rinmor
@crimemind3
@tuliodna
@drericding
@mercsharoncar
@drtedros
@moshabelamosa
@essbeck

Top Mentioned in G4:
@ginapro
@jaikanta22
@nycweatherrepor
@boastira
@burgerlab12
@moravec_tomas
@kayvonpaul
@jpesportsminer
@ghoppe
@markmcdougall13

Top Mentioned in G5:
@mickeytulip

Top Mentioned in G6:
@idjnyx
@cestmoiz
@dikgaj
@prasannavishy
@theavenger82

Top Mentioned in G7:
@gisaid
@nextstrain
@scholarsportal

Top Mentioned in G8:
@influenzer3

Top Mentioned in G9:
@david_broadley
@richard16022464
@ureyzen
@shaftoflame
@davestewart3
@geraldkutney
@ejwwest
@rogerroots
@insane_voice
@fagandr1

Top Mentioned in G10:
@gopalee67
@somsinghthapa12
@hemant64767252
@bargedevendra
@amitraochou1018
@jugalkhetan
@somsinghthapa1
@mr_dineshpatel
@sujishzsjs
@shublabh81

Top Tweeters
Top Tweeters in Entire Graph:
@ecodaren
@macha_oji
@theagood
@sosorasora3
@citrus_kyoto
@hiruandon89
@viralvideovlogs
@nerdy_ian
@cordwainerscat
@mojos55

Top Tweeters in G1:
@hiruandon89
@rmtakata
@scepticalaussie
@veritasardentur
@planetf1
@tothur
@donnayoungdc
@ma_azucenag
@beyerstein
@sagetwitting

Top Tweeters in G2:
@mutalabala
@cocoa919726
@carrie_kelly17
@swinny198
@eureoscriss
@darknes_lucifer
@andreaventura01
@nickdecusa
@carldevitt
@eowyn962010

Top Tweeters in G3:
@time
@usatoday
@crimemind3
@kenn_ffci
@rinmor
@usnehal
@who
@iiiiii_x_iiiiii
@dave06031956
@drericding

Top Tweeters in G4:
@anniegirl1138
@_mamadeb
@monstercoyliar
@atyhans
@mcfunny
@wendyorent
@carlsmythe
@volumerose
@kitemanargues
@jsaholmes

Top Tweeters in G5:
@didaclopez
@drkassandrapari
@fujikurok
@10aisley10
@pririn_
@bettycjung
@hirosaitoh
@giovannidalloli
@thnpham2
@mickeytulip

Top Tweeters in G6:
@samir_patil
@ramana1729
@shobhits89
@cestmoiz
@saintorsinner30
@deepaksnarky
@begusaraiwala
@prasannavishy
@mkmukeshmook
@kamath_nandini

Top Tweeters in G7:
@viralvideovlogs
@anonomouse1981
@cnhyrein
@simo07827689
@thefebrilemuse
@chihuu
@nlitenmebabe
@kfgibson
@cseethru
@ericjfkleijssen

Top Tweeters in G8:
@ecodaren
@macha_oji
@sosorasora3
@citrus_kyoto
@cordwainerscat
@uchida_kawasaki
@thouautumn
@fearless_taisho
@kero_jiji
@ikotto

Top Tweeters in G9:
@tan123
@mickgreenhough
@geraldkutney
@dawntj90
@visitor22
@bendynaa
@insane_voice
@ejwwest
@veritatem2021
@shaftoflame

Top Tweeters in G10:
@aajtak
@jugalkhetan
@republic
@zeenews
@pinku74patel
@gopalee67
@vraj_rajput
@baranwal1956
@arpitsinghal30
@hemant64767252


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