SARS-COV, Twitter, 6/1/2021 12:46:25 PM, 256037


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SARS-COV_2021-06-01_03-08-29.xlsx
SARS-COV_2021-06-01_03-08-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 01, 2021
Short Description:
SARS-COV via NodeXL https://bit.ly/3i6LMwS
@hausofhilton
@caronaupdates
@scuba2024
@ljt_is_me
@billybostickson
@redeemedseven
@daoyu15
@jsaholmes
@ale_battini
@pathogenetics

Top hashtags:
#5/24/2021 12:00:00 AM
#flu
#covid19
#fanb
#gnb
#كورونا
#رشتو
#covid19vaccine

Description:
Description
The graph represents a network of 6,615 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 Tuesday, 01 June 2021 at 10:11 UTC.

The requested start date was Tuesday, 01 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 9-day, 5-hour, 3-minute period from Saturday, 22 May 2021 at 07:26 UTC to Monday, 31 May 2021 at 12:29 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 : 6615
Unique Edges : 2103
Edges With Duplicates : 10263
Total Edges : 12366
Number of Edge Types : 5
Replies to : 580
Mentions : 1396
Retweet : 4757
MentionsInRetweet : 5164
Tweet : 469
Self-Loops : 507
Reciprocated Vertex Pair Ratio : 0.00364797081623347
Reciprocated Edge Ratio : 0.0072694229895502
Connected Components : 621
Single-Vertex Connected Components : 181
Maximum Vertices in a Connected Component : 3223
Maximum Edges in a Connected Component : 6747
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.315906
Graph Density : 0.000150920160423811
Modularity : 0.490772
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 6,615 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 Tuesday, 01 June 2021 at 10:11 UTC.

The requested start date was Tuesday, 01 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 9-day, 5-hour, 3-minute period from Saturday, 22 May 2021 at 07:26 UTC to Monday, 31 May 2021 at 12:29 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:
[11] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1232869/
[9] https://evrimagaci.org/siddetli-akut-solunum-yolu-sendromu-sarscov-8455?utm_source=evrimagaci&utm_medium=social&utm_campaign=as-twitter
[6] https://jvi.asm.org/content/94/5/e02015-19
[6] https://jvi.asm.org/content/85/20/10582
[5] https://pubmed.ncbi.nlm.nih.gov/22536382/
[5] https://twitter.com/ChrisMasseyFOIs/status/1396144161385062408
[4] https://www.instagram.com/accounts/login/
[3] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2550-z
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140673603149628%2Ffulltext&rc=0
[3] https://twitter.com/navroopsingh_/status/1398710760776245250

Top URLs in Tweet in G1:
[1] https://twitter.com/tengkunurlissa/status/1396427620456091654

Top URLs in Tweet in G3:
[3] https://www.instagram.com/accounts/login/
[2] https://pubmed.ncbi.nlm.nih.gov/22536382/
[2] https://virologyj.biomedcentral.com/articles/10.1186/1743-422X-2-69
[2] https://genomediscovery.org/2017/11/combinatorial-antiviral-therapy-cat-a-pharmaceutical-mixture-encompassing-mycophenolic-acid-mpa-imipiramine-imp-inhibits-hepatitis-bc-dengue-zika-ebola-hiv-1-mtb-malaria/
[2] https://www.biorxiv.org/cgi/content/short/2021.05.29.446267v1
[1] http://dlvr.it/S0BZNp
[1] https://twitter.com/vincentglad/status/1396100623326666753
[1] https://twitter.com/RayArmat/status/1396117465411751940
[1] https://www.ice.gov/detain/detention-facilities/krome-north-service-processing-center
[1] https://twitter.com/jeffsekerak/status/1396198566306136065

Top URLs in Tweet in G4:
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2660061/
[2] https://www.ecohealthalliance.org/wp-content/uploads/2018/03/Virologica-Sinica-SARSr.pdf
[1] http://babarlelephant.free-hoster.net/dist/index_rdrp.html?c=location&label=clade:SARS&m=div&p=full&r=location
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7096887/
[1] https://gillesdemaneuf.medium.com/the-good-the-bad-and-the-ugly-a-review-of-sars-lab-escapes-898d203d175d
[1] https://www.researchgate.net/publication/346413716_A_review_of_SARS_Lab_Escapes_in_2003-2004
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7133920/
[1] https://my.absa.org/tiki-index.php?page=Riskgroups&default%5bcontent%5d=coronaviridae
[1] https://twitter.com/nilaytejanani/status/1212272979796807680
[1] https://www.ncbi.nlm.nih.gov/pubmed/24172901

Top URLs in Tweet in G5:
[1] https://odysee.com/@stpierrs:f/Dr.-Peter-MCcullough-on-Immunity-IMPORTANT:2
[1] https://clinicaltrials.gov/ct2/show/NCT00533741
[1] https://www.sciencedirect.com/science/article/pii/S2001037020305304
[1] https://time.com/5882918/zhang-yongzhen-interview-china-coronavirus-genome/
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7092852/

Top URLs in Tweet in G6:
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2550-z
[1] https://twitter.com/Covid_1984_/status/1395958511905828865
[1] https://www.oie.int/en/improving-global-health-knowledge-based-on-a-stronger-animal-health-data-framework/

Top URLs in Tweet in G7:
[1] https://cdc.gov/

Top URLs in Tweet in G10:
[1] https://redstate.com/scotthounsell/2021/05/28/new-video-surfaces-of-dr-faucis-senate-testimony-supporting-dangerous-viral-research-n388188

Top Domains
Top Domains in Tweet in Entire Graph:
[80] twitter.com
[74] nih.gov
[38] astratv.gr
[21] nature.com
[17] asm.org
[13] genomediscovery.org
[12] maghreb-post.de
[9] evrimagaci.org
[8] google.com
[8] biorxiv.org

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

Top Domains in Tweet in G3:
[38] astratv.gr
[28] twitter.com
[20] nih.gov
[13] genomediscovery.org
[8] sporadestv.com
[6] biorxiv.org
[3] instagram.com
[3] biomedcentral.com
[3] google.com
[3] thermofisher.com

Top Domains in Tweet in G4:
[15] nih.gov
[5] rcsb.org
[4] google.com
[2] wiley.com
[2] ecohealthalliance.org
[1] biorxiv.org
[1] washingtonpost.com
[1] sciencedirect.com
[1] armscontrolcenter.org
[1] free-hoster.net

Top Domains in Tweet in G5:
[1] odysee.com
[1] clinicaltrials.gov
[1] sciencedirect.com
[1] time.com
[1] nih.gov

Top Domains in Tweet in G6:
[2] nature.com
[1] twitter.com
[1] oie.int

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[73] 5/24/2021 12:00:00 AM
[33] flu
[23] covid19
[17] fanb
[13] gnb
[12] كورونا
[10] رشتو
[9] covid19vaccine
[9] vacunasparaelpueblo
[9] gnbypuebloprotegido



Top Hashtags in Tweet in G3:
[8] covid19
[3] coronavirus
[2] medical
[2] groupzirigoza
[1] 2019ncov
[1] flu
[1] coronacentral
[1] machinelearning
[1] commissioneinchiesta
[1] covid

Top Hashtags in Tweet in G4:
[3] sars
[2] coronavirus
[1] gainoffunction

Top Hashtags in Tweet in G6:
[32] flu
[1] lockdown

Top Hashtags in Tweet in G8:
[1] longcovid
[1] covidisairborne

Top Hashtags in Tweet in G9:
[73] 5/24/2021 12:00:00 AM
[17] fanb
[13] gnb
[9] vacunasparaelpueblo
[9] gnbypuebloprotegido
[9] liberenalospatriotas

Top Hashtags in Tweet in G10:
[2] bioweapons
[2] gainoffunction
[1] wuhan
[1] biowarfare

Top Words
Top Words in Tweet in Entire Graph:
[6059] sars
[5878] cov
[5870] virus
[2813] covid
[2803] hausofhilton
[2765] 19
[2669] tersebut
[2668] kenali
[2668] lah
[2668] gambar

Top Words in Tweet in G1:
[5332] virus
[2800] hausofhilton
[2675] cov
[2674] sars
[2667] covid
[2667] 19
[2667] tersebut
[2666] kenali
[2666] lah
[2666] gambar

Top Words in Tweet in G2:
[830] sars
[830] cov
[829] five
[829] sentences
[829] recent
[829] interview
[829] dr
[829] shahid
[829] jameel
[829] resigned

Top Words in Tweet in G3:
[364] sars
[351] cov
[51] virus
[51] αναλυτικοί
[51] πίνακες
[47] νέες
[47] μολύνσεις
[21] covid
[21] coronavirus
[20] mers

Top Words in Tweet in G4:
[180] sars
[177] cov
[29] bat
[26] virus
[19] bsl
[18] lab
[18] research
[16] natesilver538
[15] mers
[14] labs

Top Words in Tweet in G5:
[20] one
[19] beginning
[19] premise
[19] demonstrates
[19] attempt
[19] neutral
[19] reporting
[19] facts
[19] happen
[18] karidebbink

Top Words in Tweet in G6:
[54] sars
[49] cov
[35] 2020
[35] patients
[35] possess
[34] pre
[34] existing
[34] cell
[34] learn
[34] type

Top Words in Tweet in G7:
[7] cov
[6] sars
[3] hcq
[3] studies
[2] pootdibou
[2] theoldpoet
[2] max_gibson3
[2] medwoman1
[2] diamondblue777
[2] martuk56

Top Words in Tweet in G8:
[98] airborne
[56] sars
[56] cov
[49] prepare
[48] jeremy_hunt
[48] knew
[48] long
[48] time
[48] ago
[48] pandemic

Top Words in Tweet in G9:
[81] 1ciadesur_
[73] cuidémonos
[73] prevención
[73] clave
[73] frenar
[73] cadena
[73] contagio
[73] sars
[73] cov
[73] #24may

Top Words in Tweet in G10:
[52] sars
[52] cov
[50] french
[50] nobel
[50] prize
[50] winner
[50] luc
[50] montagnier
[50] last
[50] year

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5725] sars,cov
[2784] cov,virus
[2752] covid,19
[2671] virus,covid
[2668] kenali,lah
[2668] lah,sars
[2668] 19,gambar
[2668] gambar,virus
[2668] virus,tersebut
[2668] tersebut,bawah

Top Word Pairs in Tweet in G1:
[2673] sars,cov
[2667] covid,19
[2666] kenali,lah
[2666] lah,sars
[2666] cov,virus
[2666] virus,covid
[2666] 19,gambar
[2666] gambar,virus
[2666] virus,tersebut
[2666] tersebut,bawah

Top Word Pairs in Tweet in G2:
[830] sars,cov
[829] five,sentences
[829] sentences,recent
[829] recent,interview
[829] interview,dr
[829] dr,shahid
[829] shahid,jameel
[829] jameel,resigned
[829] resigned,head
[829] head,sars

Top Word Pairs in Tweet in G3:
[328] sars,cov
[51] αναλυτικοί,πίνακες
[47] νέες,μολύνσεις
[47] μολύνσεις,sars
[47] cov,αναλυτικοί
[22] cov,sars
[15] mers,cov
[15] covid,19
[13] cov,mers
[10] inhibits,sars

Top Word Pairs in Tweet in G4:
[154] sars,cov
[13] cov,mers
[12] mers,cov
[11] bat,sars
[9] coronaviruses,sars
[9] cov,sars
[9] scottgottliebmd,florian_krammer
[9] florian_krammer,natesilver538
[8] research,bat
[8] jgordonshare,angie_rasmussen

Top Word Pairs in Tweet in G5:
[19] beginning,premise
[19] premise,demonstrates
[19] demonstrates,attempt
[19] attempt,neutral
[19] neutral,reporting
[19] reporting,facts
[19] facts,happen
[19] happen,one
[18] karidebbink,beginning
[18] one,effort

Top Word Pairs in Tweet in G6:
[49] sars,cov
[34] pre,existing
[34] existing,cell
[34] cell,learn
[34] learn,type
[34] type,immunity
[34] immunity,durable
[34] durable,nature
[34] nature,article
[34] article,july

Top Word Pairs in Tweet in G7:
[6] sars,cov
[2] theoldpoet,max_gibson3
[2] max_gibson3,medwoman1
[2] medwoman1,diamondblue777
[2] diamondblue777,martuk56
[2] martuk56,ohnodano
[2] ohnodano,ladyoftheocean1
[2] ladyoftheocean1,brian_alford
[2] brian_alford,jencages

Top Word Pairs in Tweet in G8:
[56] sars,cov
[48] jeremy_hunt,knew
[48] knew,long
[48] long,time
[48] time,ago
[48] ago,sars
[48] cov,airborne
[48] airborne,prepare
[48] prepare,airborne
[48] airborne,pandemic

Top Word Pairs in Tweet in G9:
[73] prevención,clave
[73] clave,frenar
[73] frenar,cadena
[73] cadena,contagio
[73] contagio,sars
[73] sars,cov
[73] cov,#24may
[45] cuidémonos,1ciadesur_
[38] 1ciadesur_,invita
[38] invita,prevención

Top Word Pairs in Tweet in G10:
[52] sars,cov
[50] french,nobel
[50] nobel,prize
[50] prize,winner
[50] winner,luc
[50] luc,montagnier
[50] montagnier,last
[50] last,year
[50] year,manipulation
[50] manipulation,done

Top Replied-To
Top Replied-To in Entire Graph:
@ayjchan
@purplestar027
@mueller_m12
@yannfaurexr
@scuba2024
@purposemaker_
@silviofalco5
@atomskssanakan
@lab_leak
@navedelmisterio

Top Replied-To in G2:
@sureshr02920914

Top Replied-To in G4:
@ayjchan
@yannfaurexr
@babarlelephant
@lab_leak
@atomskssanakan
@sebviret
@zeynep
@sherlock_will
@rolex_collector
@hubertweil1

Top Replied-To in G5:
@dnpp420
@krebiozen
@chrismasseyfois
@carlsmythe
@wendyorent
@rtheatheist
@haircutspock
@brechtarnaert
@swedishchf

Top Replied-To in G6:
@deniss0rn
@joes619
@naomirwolf
@acharold3
@martinasisters
@amareshskumar
@libertynow11
@made_in_1971

Top Replied-To in G7:
@obiwanjbsmith
@theoldpoet
@repmattgaetz

Top Replied-To in G8:
@19lyds
@jeremy_hunt

Top Replied-To in G10:
@gwg1955

Top Mentioned
Top Mentioned in Entire Graph:
@hausofhilton
@pchidambaram_in
@1ciadesur_
@wittgenstein78
@linzofm87
@jeremy_hunt
@pib_india
@osiers59
@gnbmerida3
@jacquideevoy1

Top Mentioned in G1:
@hausofhilton

Top Mentioned in G2:
@pchidambaram_in
@priainc

Top Mentioned in G3:
@namikof
@copymaco
@lafemme_bambina
@aabhas24
@mercedesainhoa9

Top Mentioned in G4:
@natesilver538
@daoyu15
@r_h_ebright
@angie_rasmussen
@scottgottliebmd
@florian_krammer
@themenacherylab
@k_g_andersen
@jgordonshare
@sebviret

Top Mentioned in G5:
@karidebbink
@kstateturk
@mcfunny
@swedishchf
@_mamadeb
@wendyorent
@chris_f_carson
@nateweymouth
@andylumm
@joeeason1

Top Mentioned in G6:
@birb_k
@rayarmat
@naomirwolf
@bidolinicola
@ven73763143
@nebirgitta
@veryvirology
@drakchaurasia
@amareshskumar
@iagonieto81

Top Mentioned in G7:
@pootdibou
@max_gibson3
@medwoman1
@diamondblue777
@martuk56
@ohnodano
@ladyoftheocean1
@brian_alford
@jencages
@schippo7

Top Mentioned in G8:
@linzofm87
@jeremy_hunt
@thelancet
@elisaperego78
@sentomcotton

Top Mentioned in G9:
@1ciadesur_
@gnbmerida3
@gnbmerida221
@nicolasmaduro
@cmdtegralgnb
@conascmdte
@lopezvargasr
@1ciad2226
@eaux2c
@dcrd229

Top Mentioned in G10:
@wittgenstein78
@stonehillbirch
@codebiologist
@savoltolin
@brucep13

Top Tweeters
Top Tweeters in Entire Graph:
@zazoomblog
@vivacoid
@inabster
@pavan_sethi
@drdaveanddee
@menabster
@porridgeisgood
@biobio
@shanmugam_18
@24horastvn

Top Tweeters in G1:
@anthraxxxx
@jidajiee
@farraaaron
@tatadinosaur
@neyrashazeyra
@nabilahudatahar
@syzwnishhrulnzm
@rusyaimie
@nikasyrvf
@intnnrsyfk

Top Tweeters in G2:
@pavan_sethi
@shanmugam_18
@puriyash41
@geetv79
@sanjai2july
@mikedesai
@goeltm_tg
@mekalapugazh
@babun1515
@jainanil1968

Top Tweeters in G3:
@zazoomblog
@blackphysicists
@astratv1
@diogenischarala
@luislasala1
@levyloiseau
@adandeucea
@canyon_type_r
@sporadestv
@dawnslight2

Top Tweeters in G4:
@nytimes
@luigi_warren
@mattlabor
@montyboa99
@ethnography911
@hereditarian98
@zeynep
@wellnessfr
@spectator
@surt_lab

Top Tweeters in G5:
@laurahennesse11
@ds13_manon
@doritmi
@shaque9000
@_mamadeb
@l13d
@monstercoyliar
@just4thecause
@atyhans
@carolhakios

Top Tweeters in G6:
@4est2j
@mutalabala
@debrabuenik
@baizuobu
@athbheochan
@naomirwolf
@ryan102857
@trdisoprtr
@hazarikarraj
@joshuaprichards

Top Tweeters in G7:
@vickie627
@instinctnaturel
@ladyoftheocean1
@politicspot
@medwoman1
@jencages
@kristiwelshies
@ktar923
@ziggystardad
@martuk56

Top Tweeters in G8:
@heather63262308
@rolynhome
@countryskills
@sweetie_tweeter
@drpaulitious
@solamiga
@mellenoweth
@williamshankly
@ramblingproses
@rand0mb1tsuk

Top Tweeters in G9:
@nicolasmaduro
@elguaropatriota
@lucecita_992
@narvin82631082
@1980santiagomar
@gusmv6
@1ciadesur_
@c_alf0nso
@hernan56943647
@lamusneudi

Top Tweeters in G10:
@drdaveanddee
@kavn
@ginap4462
@007touch
@wittgenstein78
@jetsetradiolive
@savoltolin
@progunz_1
@avro_deep
@go_howl


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