SARS-COV, Twitter, 9/19/2021 3:01:23 PM, 262407


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SARS-COV_2021-09-19_02-34-57.xlsx
SARS-COV_2021-09-19_02-34-57.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2021
Short Description:
SARS-COV via NodeXL https://bit.ly/3zornIH
@aaannoyed
@drlimengyan1
@nicholaaaaaass
@stgoldst
@demiurgotuiter
@hausofhilton
@mrandersoninneo
@quay_dr
@peterdaszak
@r_h_ebright

Top hashtags:
#covid19
#genetik
#mrna
#coronavirus
#covid
#2019ncov
#preprint
#sarscov2

Description:
Description
The graph represents a network of 8,139 Twitter users whose tweets in the requested range contained "SARS-COV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 19 September 2021 at 09:39 UTC.

The requested start date was Sunday, 19 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 12-day, 12-hour, 3-minute period from Sunday, 05 September 2021 at 00:06 UTC to Friday, 17 September 2021 at 12:10 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 : 8139
Unique Edges : 1532
Edges With Duplicates : 13678
Total Edges : 15210
Number of Edge Types : 5
Retweet : 6651
MentionsInRetweet : 6963
Replies to : 432
Mentions : 882
Tweet : 282
Self-Loops : 301
Reciprocated Vertex Pair Ratio : 0.00225253410086347
Reciprocated Edge Ratio : 0.00449494318891247
Connected Components : 504
Single-Vertex Connected Components : 135
Maximum Vertices in a Connected Component : 5833
Maximum Edges in a Connected Component : 11701
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 2.012722
Graph Density : 0.000120917611428923
Modularity : 0.385263
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 8,139 Twitter users whose tweets in the requested range contained "SARS-COV", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 19 September 2021 at 09:39 UTC.

The requested start date was Sunday, 19 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 12-day, 12-hour, 3-minute period from Sunday, 05 September 2021 at 00:06 UTC to Friday, 17 September 2021 at 12:10 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-COV
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:
[7] https://news.ycombinator.com/item?id=28501630
[6] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4936131/
[5] https://www.radioradio.it/2020/05/vaccino-e-inutile-sars-cov-2-un-virus-banale-che-da-solo-non-uccide-nessuno/
[3] https://www.researchsquare.com/article/rs-612103/v2
[3] https://www.cbc.ca/news/politics/coronavirus-pandemic-covid-canadian-military-intelligence-wuhan-1.5528381
[3] http://www.montevideo.com.uy/auc.aspx?798238
[3] https://drive.google.com/file/d/13y4XJ_IeDW2NR-6EUJJQ3z_mn3hfYfvl/view?usp=drivesdk
[3] http://dlvr.it/S75KtX
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4797993/
[2] https://pubmed.ncbi.nlm.nih.gov/22536382/

Top URLs in Tweet in G2:
[1] https://twitter.com/quay_dr/status/1438338230613512196
[1] https://twitter.com/DrLiMengYAN1/status/1438476606029410306

Top URLs in Tweet in G3:
[3] https://drive.google.com/file/d/13y4XJ_IeDW2NR-6EUJJQ3z_mn3hfYfvl/view?usp=drivesdk
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7102599/
[1] https://www.pnas.org/content/117/21/11727
[1] https://pubmed.ncbi.nlm.nih.gov/14752165/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1900161/

Top URLs in Tweet in G4:
[5] https://news.ycombinator.com/item?id=28501630
[4] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4936131/
[3] http://dlvr.it/S75KtX
[2] https://twitter.com/PaperbirdsH/status/1435196679456583683/photo/1
[2] https://genomediscovery.org/2018/10/taming-microbial-infections-with-anti-tapeworm-drugs-niclosamide-trade-name-niclocide-fenasal-phenasal-an-anti-tapeworm-drug-inhibits-hepatitis-b-c-dengue-zika-ebola-h/
[1] https://www.researchsquare.com/article/rs-612103/v1
[1] https://goachronicle.com/looks-like-we-found-our-highly-variable-sars-like-cov-ralph-baric-to-peter-daszak/
[1] https://pubmed.ncbi.nlm.nih.gov/32908214/
[1] https://twitter.com/sciencecohen/status/1433797607537582087
[1] https://twitter.com/Martin_Moder/status/1429480265458626566

Top URLs in Tweet in G5:
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fnm.3985%3Ffbclid%3DIwAR1so1tzu8GGsknq4iyaaWncggjfgJb-zSS43pTPB9NcyXMXmz073NRUSG4
[2] https://jvi.asm.org/content/78/20/11334#T1
[2] https://twitter.com/BidoliNicola/status/1434378486886633477
[1] https://pubmed.ncbi.nlm.nih.gov/21079686/
[1] https://www.g3journal.org/content/7/6/1653
[1] https://twitter.com/MartinaSisters/status/1436970332712316931
[1] https://gop-foreignaffairs.house.gov/wp-content/uploads/2021/08/ORIGINS-OF-COVID-19-REPORT.pdf

Top URLs in Tweet in G6:
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2258702/

Top URLs in Tweet in G8:
[1] https://www.cdc.gov/sars/about/fs-sars.html
[1] https://www.health.com/condition/infectious-diseases/coronavirus/couple-dies-covid-leaving-5-kids?utm_source=twitter.com&utm_medium=social&utm_campaign=social-share-article

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[29] covid19
[15] genetik
[15] mrna
[7] coronavirus
[4] covid
[4] 2019ncov
[3] preprint
[3] sarscov2
[2] boycottmzetxaptxgma191
[2] airborne



Top Hashtags in Tweet in G4:
[9] covid19
[6] coronavirus
[4] 2019ncov
[2] sarscov2
[1] chinavirus
[1] ivermectin
[1] pandemic
[1] unvaccinated
[1] vaccinated
[1] gaslighting

Top Words
Top Words in Tweet in Entire Graph:
[11805] covid
[7297] sars
[7206] cov
[5954] 19
[5953] coronavirus
[5923] vaccine
[5832] dah
[5830] aaannoyed
[5826] develop
[5823] mulut

Top Words in Tweet in G1:
[11617] covid
[5809] vaccine
[5809] 19
[5809] sars
[5809] cov
[5808] berbuih
[5808] mulut
[5808] bagitau
[5808] coronavirus
[5808] dah

Top Words in Tweet in G2:
[268] cleavage
[263] furin
[263] site
[263] 和我报告写的一致
[258] drlimengyan1
[164] data
[160] suggested
[158] 知识点
[158] 这篇09年的文章发现在sars1的s蛋白里人工插入福林酶切位点
[158] 可导致sars1感染力增强

Top Words in Tweet in G3:
[159] sars
[138] cov
[84] stgoldst
[76] found
[68] wuhan
[65] missed
[65] time
[65] outside
[64] long
[64] farmed

Top Words in Tweet in G4:
[215] sars
[209] cov
[84] î
[29] coronavirus
[28] virus
[21] ø
[19] covid
[17] 19
[16] study
[14] vaccine

Top Words in Tweet in G5:
[128] baric
[104] sars
[90] cov
[82] âž
[52] wiv1
[44] bidolinicola
[44] human
[40] tlr4
[38] ðÿž
[38] similar

Top Words in Tweet in G6:
[3] cov
[2] adreyzen
[2] hopeseekr
[2] wuhan
[2] iv
[2] paper
[2] study
[2] combining
[2] hiv
[2] based

Top Words in Tweet in G7:
[2] virus
[2] nâ

Top Words in Tweet in G8:
[22] sars
[22] cov
[10] vaccine
[10] covid
[9] nickiminaj
[8] variant
[7] 19
[7] mers
[6] 2003
[5] fauci

Top Words in Tweet in G9:
[36] vax
[36] personnes
[35] tidiane84101146
[35] d'ailleurs
[35] fait
[35] d'imposer
[35] même
[35] aux
[35] ont
[35] ac

Top Words in Tweet in G10:
[32] citro
[32] nel
[32] 2005
[32] ue
[32] aveva
[32] trovato
[32] farmaco
[32] efficace
[32] sars
[32] cov

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7067] sars,cov
[5927] covid,19
[5838] 19,sars
[5823] covid,vaccine
[5820] berbuih,mulut
[5820] mulut,bagitau
[5820] bagitau,coronavirus
[5820] coronavirus,dah
[5820] dah,lama
[5820] lama,covid

Top Word Pairs in Tweet in G1:
[5809] covid,19
[5809] sars,cov
[5808] berbuih,mulut
[5808] mulut,bagitau
[5808] bagitau,coronavirus
[5808] coronavirus,dah
[5808] dah,lama
[5808] lama,covid
[5808] covid,vaccine
[5808] vaccine,boleh

Top Word Pairs in Tweet in G2:
[263] furin,cleavage
[263] cleavage,site
[160] data,suggested
[158] 知识点,这篇09年的文章发现在sars1的s蛋白里人工插入福林酶切位点
[158] 这篇09年的文章发现在sars1的s蛋白里人工插入福林酶切位点,furin
[158] site,可导致sars1感染力增强
[158] 可导致sars1感染力增强,和我报告写的一致
[158] 和我报告写的一致,所以sars2有这个位点是实验室来源证据
[158] 所以sars2有这个位点是实验室来源证据,data
[155] drlimengyan1,知识点

Top Word Pairs in Tweet in G3:
[129] sars,cov
[64] missed,long
[64] long,time
[64] time,sars
[64] cov,found
[64] found,farmed
[64] farmed,civets
[64] civets,outside
[64] outside,wuhan
[64] wuhan,back

Top Word Pairs in Tweet in G4:
[195] sars,cov
[60] î,î
[15] covid,19
[12] cov,sars
[11] ø,ø
[8] mers,cov
[8] nih,funded
[8] funded,wuhan
[8] wuhan,study
[8] study,mutating

Top Word Pairs in Tweet in G5:
[48] sars,cov
[42] wiv1,cov
[38] ðÿž,âž
[38] âž,wiv1
[38] cov,similar
[38] similar,sars
[38] sars,ready
[38] ready,human
[38] human,emergency
[38] emergency,baric

Top Word Pairs in Tweet in G6:
[2] hopeseekr,wuhan
[2] wuhan,iv
[2] iv,paper
[2] paper,study
[2] study,combining
[2] combining,hiv
[2] hiv,based
[2] based,pseudovirus
[2] pseudovirus,system
[2] system,cell

Top Word Pairs in Tweet in G8:
[19] sars,cov
[7] covid,19
[4] btysonmd,catturd2
[4] catturd2,anyone
[4] anyone,find
[4] find,odd
[4] odd,fauci
[4] fauci,warns
[4] warns,variant
[4] variant,poof

Top Word Pairs in Tweet in G9:
[35] tidiane84101146,d'ailleurs
[35] d'ailleurs,fait
[35] fait,d'imposer
[35] d'imposer,vax
[35] vax,même
[35] même,aux
[35] aux,personnes
[35] personnes,ont
[35] ont,ac
[35] ac,sars

Top Word Pairs in Tweet in G10:
[32] citro,nel
[32] nel,2005
[32] 2005,ue
[32] ue,aveva
[32] aveva,trovato
[32] trovato,farmaco
[32] farmaco,efficace
[32] efficace,sars
[32] sars,cov
[32] cov,perche

Top Replied-To
Top Replied-To in Entire Graph:
@daveatkinsonmd
@pathogenetics
@reneemcdowell
@emilymason1192
@gleaves
@nickiminaj
@stgoldst
@danielginerman
@divino_evandro
@stuartjdneil

Top Replied-To in G2:
@quay_dr

Top Replied-To in G3:
@daveatkinsonmd
@pathogenetics
@stgoldst
@stuartjdneil
@peterdaszak
@darachm
@ayjchan
@bblarsen1
@gdemaneuf
@hl3133

Top Replied-To in G4:

Top Replied-To in G5:
@martinasisters
@alfonsopineiro
@nessabella12
@rubic3n
@janieyaya
@veryvirology
@bobvanwagner1
@bidolinicola
@matthew09412243

Top Replied-To in G6:
@hopeseekr
@pawley_robert

Top Replied-To in G7:
@hlnethomasson1

Top Replied-To in G8:
@nickiminaj
@keeskeesgoose
@btysonmd
@realcandaceo
@wolfrae__
@sagittarius_nik
@ellbaker2003
@summer80698016
@chriz_f
@sarahburris

Top Replied-To in G9:
@tidiane84101146

Top Mentioned
Top Mentioned in Entire Graph:
@aaannoyed
@drlimengyan1
@quay_dr
@stgoldst
@bidolinicola
@martinasisters
@mariogom1984
@tidiane84101146
@gustinicchi
@r_h_ebright

Top Mentioned in G1:
@aaannoyed

Top Mentioned in G2:
@drlimengyan1
@quay_dr
@sarahchiang8
@drlimengyan1b
@cpajim2021
@stgoldst
@masanpra
@hayesluk

Top Mentioned in G3:
@stgoldst
@r_h_ebright
@hayesluk
@daoyu15
@princetongb
@counterpopp
@snupsnus
@peterdaszak
@mrandersoninneo
@stuartjdneil

Top Mentioned in G4:
@namikof
@drlboominathan
@imetatronink

Top Mentioned in G5:
@bidolinicola
@martinasisters
@matahar65552943
@sudarshanchate2
@__ice9
@dharmen46587056
@drakchaurasia
@janieyaya
@menabster
@undergroundcou1

Top Mentioned in G6:
@adreyzen
@hopeseekr
@rtheatheist
@j_empyreangoals
@nyob7714
@bebert701
@mdrisette
@nycweatherrepor
@d_a_keldsen
@wjack76995

Top Mentioned in G7:
@vellave43
@gira_michel
@beerussamarange
@toivoar1092
@a_rappel
@adv_in21
@gregorovytch
@filemon_c
@waltercitoyen

Top Mentioned in G8:
@nickiminaj
@catturd2
@judge_iron
@btysonmd
@gpgomez
@iamnormaniola
@queenssonly
@biker_dc
@kurteichenwald
@madmark11

Top Mentioned in G9:
@mariogom1984
@tidiane84101146

Top Mentioned in G10:
@gustinicchi

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@inabster
@jjauthor
@lizditz
@menabster
@linnie_myname
@monty_chadha
@athenea_phalas
@navroopsingh_
@potongkelape

Top Tweeters in G1:
@linnie_myname
@potongkelape
@itshnamir
@mistaaimanvevo
@ssfwlo3yswifeu
@neyrashazeyra
@iamjoelee
@pidutdin
@corona_ssyt
@adibkhld

Top Tweeters in G2:
@madrynha2012
@toniradjali
@demiurgotuiter
@marsyaheedas
@qwqrl0ydp25kqov
@allsourcefusion
@scswga
@nhkuwa
@6hx6fgd9ocpo0sy
@may_j278094

Top Tweeters in G3:
@bassaces1
@ghostcatbce
@e2dot7182818284
@katydogcrazy
@iridescentashes
@lennyllm
@enopoletus
@beyerstein
@k3mos4b3
@silvervvulpes

Top Tweeters in G4:
@infoitsalute
@astratv1
@hntweets
@f14a10rqly
@ians_india
@heradrasteia
@winsontang
@smiura3000
@bernamatv
@conciertoradio

Top Tweeters in G5:
@inabster
@menabster
@monty_chadha
@navroopsingh_
@barandaand
@elalam_vnz
@ros1er
@manu_k_tala
@manuell12700597
@jorgemcr200491

Top Tweeters in G6:
@lizditz
@wjack76995
@mcfunny
@jsaholmes
@wendyorent
@carlsmythe
@rodfair2
@d_a_keldsen
@alex_on_a14
@nyob7714

Top Tweeters in G7:
@vincentjappi
@reveident
@ebenyaakov
@betramaurice
@wargonm
@bastetgeraud
@gocentrique
@parisonalain
@adv_in21
@gouvernementfr

Top Tweeters in G8:
@hannabec
@misuzt
@kurteichenwald
@sarahburris
@scottpresler
@catturd2
@mrbandman223s
@nickiminaj
@jasonjordan2814
@wolfrae__

Top Tweeters in G9:
@lagrosta
@edira2
@lau68951920
@erayeye
@4litanglilou67
@poussantg
@yannick_stopyra
@morelightshine
@weber_web
@bearmaximilien

Top Tweeters in G10:
@sorryns
@melinacugliari
@lunadargento5
@corra_franco
@gustinicchi
@semperadamantes
@vlasec_ciotto
@modamanager
@robertozucchi11
@lb19712