SARS-COV, Twitter, 9/4/2022 3:56:48 PM, 281278


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SARS-COV_2022-09-04_02-51-16.xlsx
SARS-COV_2022-09-04_02-51-16.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 04, 2022
Short Description:
SARS-COV via NodeXL https://bit.ly/3q6XOJH
@dandrea8d
@nazzarenomi
@romanatom
@meetjess
@andreacolagiac1
@thebsaint
@fartfromamerika
@johntuld1
@robersperanza
@szampa56

Top hashtags:
#esccongress
#elezioni2022
#omega3
#coronavirus
#curcumin
#dginn
#ace2
#adaptive

Description:
Description
The graph represents a network of 1,090 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, 04 September 2022 at 09:52 UTC.

The requested start date was Sunday, 04 September 2022 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, 53-minute period from Sunday, 21 August 2022 at 01:27 UTC to Friday, 02 September 2022 at 12:20 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 : 1090
Unique Edges : 659
Edges With Duplicates : 997
Total Edges : 1656
Number of Edge Types : 5
Replies to : 183
Mentions : 347
Retweet : 434
MentionsInRetweet : 573
Tweet : 119
Self-Loops : 133
Reciprocated Vertex Pair Ratio : 0.00591715976331361
Reciprocated Edge Ratio : 0.0117647058823529
Connected Components : 236
Single-Vertex Connected Components : 56
Maximum Vertices in a Connected Component : 208
Maximum Edges in a Connected Component : 455
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.573475
Graph Density : 0.000859301943538808
Modularity : 0.6265
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,090 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, 04 September 2022 at 09:52 UTC.

The requested start date was Sunday, 04 September 2022 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, 53-minute period from Sunday, 21 August 2022 at 01:27 UTC to Friday, 02 September 2022 at 12:20 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:
[8] https://it.wikipedia.org/wiki/SARS
[7] https://www.salute.gov.it/portale/nuovocoronavirus/dettaglioContenutiNuovoCoronavirus.jsp?area=nuovoCoronavirus&id=5338&lingua=italiano&menu=vuoto
[7] https://it.wikipedia.org/wiki/SARS-CoV
[7] https://www.youtube.com/watch?v=1PWfsNs0bDw&feature=share

[4] https://www.maghreb-post.de/covid-19/marokko-78-coronavirus-sars-cov-2-neuinfektionen-gemeldet/
[4] https://pubmed.ncbi.nlm.nih.gov/35873498/
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2660061/
[3] https://www.embopress.org/doi/abs/10.15252/emmm.202215821
[3] https://www.niid.go.jp/niid/ja/kansennohanashi/9303-coronavirus.html
[2] https://www.sciencedirect.com/science/article/pii/S2319417020301797

Top URLs in Tweet in G2:
[1] https://www.news-medical.net/news/20220822/Hydrogen-peroxide-kills-999925-of-SARS-CoV-2-on-fabrics-in-30-seconds.aspx

Top URLs in Tweet in G3:
[2] https://fai.informazione.it/daiblog/A4AC7A22-CEDD-4A46-8201-6AA58670A82B/Covid-e-pratiche-di-gestione-della-sicurezza-degli-alimenti-HACCP
[1] https://journals.asm.org/doi/10.1128/jvi.78.20.11334-11339.2004#T1
[1] https://pubmed.ncbi.nlm.nih.gov/35873498/
[1] https://wprawo.pl/prof-horban-rekomendowal-amantadyne-w-2009-roku-dlaczego-teraz-jest-przeciwny-stosowaniu-tego-leku/
[1] https://www.pnas.org/doi/10.1073/pnas.2206610119
[1] http://healthtechnologynet.com/2019/11/11/results-for-bimagrumab-in-obesity-and-type-2-diabetes-presented-by-morphosyss-partner/
[1] https://www.myjournals.org/?nr=693106
[1] https://www.biorxiv.org/content/10.1101/2020.05.01.073262v1.full#T1
[1] https://twitter.com/thelonevirologi/status/1561792139289403392
[1] https://www.radiomaria.pa/entrevista-con-la-dra-marta-illueca-sobre-el-sars-cov-jueves-23-junio-2022/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G6:
[1] https://www.ncbi.nlm.nih.gov/labs/pmc/articles/PMC7141560/

Top URLs in Tweet in G7:
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5567817/pdf/nihms895143.pdf
[1] https://twitter.com/2Ajaxfriend/status/1564658390839730183
[1] https://bonndoc.ulb.uni-bonn.de/xmlui/handle/20.500.11811/5599
[1] https://twitter.com/TheSeeker268/status/1392575200445698049

Top URLs in Tweet in G9:
[1] https://twitter.com/ALEGRA1988/status/1562220914095411200
[1] https://pubmed.ncbi.nlm.nih.gov/15507655/

Top URLs in Tweet in G10:
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2660061/
[1] https://patents.google.com/patent/US6593111B2/en
[1] https://www.pnas.org/doi/epdf/10.1073/pnas.1735582100

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[4] esccongress
[3] elezioni2022
[3] omega3
[2] coronavirus
[2] curcumin
[2] dginn
[2] ace2
[2] adaptive
[2] coverpage
[1] lissone



Top Hashtags in Tweet in G3:
[1] machinelearning
[1] pfizer
[1] biotechnology
[1] lissone
[1] certificazione
[1] qualità
[1] sicurezza
[1] ambiente

Top Words
Top Words in Tweet in Entire Graph:
[849] cov
[813] sars
[366] perché
[196] devi
[194] ad
[187] fatto
[186] hai
[185] chiarire
[185] dinanzi
[185] tribunale

Top Words in Tweet in G1:
[356] perché
[179] ad
[179] hai
[179] fatto
[178] devi
[178] chiarire
[178] dinanzi
[178] tribunale
[178] militare
[178] sparire

Top Words in Tweet in G2:
[120] cov
[61] sars
[59] research
[59] shown
[59] human
[59] coronaviruses
[59] such
[59] middle
[59] east
[59] respiratory

Top Words in Tweet in G3:
[93] sars
[90] cov
[12] virus
[11] covid
[9] spike
[8] proteína
[7] vaccine
[6] neutralizing
[5] infection
[5] highly

Top Words in Tweet in G4:
[2] pig
[2] factory
[2] farms

Top Words in Tweet in G5:
[32] ma
[24] sars
[24] cov
[17] devi
[16] szampa56
[16] robersperanza
[16] vaccinare
[16] più
[16] vuoi
[16] pandemia

Top Words in Tweet in G6:
[31] sars
[27] cov
[25] structural
[25] similarity
[25] hiv
[25] proteins
[24] between
[24] gp41
[24] s2
[24] suggests

Top Words in Tweet in G7:
[17] sars
[16] cov
[7] cd57227
[6] baric
[4] theseeker268
[4] redactions
[4] beyond
[4] released
[4] labelling
[4] recent

Top Words in Tweet in G8:
[9] sars
[8] cov
[5] dominiekc
[5] paulganck
[5] alexvparys
[5] br_christiaens
[5] roelsmaarten
[5] markwendrich
[5] drdavidnl
[5] smit_bea

Top Words in Tweet in G9:
[14] alegra1988
[12] jiros
[12] nuevacarolyn
[12] 2004
[12] weingartl
[12] colaboradores
[12] publicaron
[12] estudio
[12] journal
[12] virology

Top Words in Tweet in G10:
[9] cleavage
[9] site
[8] sars
[8] cov
[6] furin
[3] experiment
[3] 2009
[3] added
[3] same
[3] position

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[767] sars,cov
[186] hai,fatto
[185] chiarire,dinanzi
[185] dinanzi,ad
[185] ad,tribunale
[185] tribunale,militare
[185] militare,perché
[185] perché,hai
[185] fatto,sparire
[185] sparire,piano

Top Word Pairs in Tweet in G1:
[179] hai,fatto
[178] devi,chiarire
[178] chiarire,dinanzi
[178] dinanzi,ad
[178] ad,tribunale
[178] tribunale,militare
[178] militare,perché
[178] perché,hai
[178] fatto,sparire
[178] sparire,piano

Top Word Pairs in Tweet in G2:
[61] sars,cov
[59] research,shown
[59] shown,human
[59] human,coronaviruses
[59] coronaviruses,such
[59] such,sars
[59] cov,middle
[59] middle,east
[59] east,respiratory
[59] respiratory,syndrome

Top Word Pairs in Tweet in G3:
[88] sars,cov
[5] proteína,spike
[5] degli,alimenti
[4] severe,acute
[3] cov,infection
[3] reportaron,haber
[3] haber,encontrado
[3] encontrado,dominio
[3] dominio,proteína
[3] proteína,tipo

Top Word Pairs in Tweet in G4:
[2] pig,factory
[2] factory,farms

Top Word Pairs in Tweet in G5:
[24] sars,cov
[16] szampa56,robersperanza
[16] robersperanza,ma
[16] ma,devi
[16] devi,vaccinare
[16] vaccinare,più
[16] più,ma
[16] ma,vuoi
[16] vuoi,pandemia
[16] pandemia,finita

Top Word Pairs in Tweet in G6:
[27] sars,cov
[25] structural,similarity
[24] similarity,between
[24] between,hiv
[24] hiv,gp41
[24] gp41,sars
[24] cov,s2
[24] s2,proteins
[24] proteins,suggests
[24] suggests,analogous

Top Word Pairs in Tweet in G7:
[16] sars,cov
[4] cd57227,theseeker268
[4] theseeker268,redactions
[4] redactions,beyond
[4] beyond,released
[4] released,baric
[4] baric,labelling
[4] labelling,sars
[4] recent,reports
[4] reports,suggest

Top Word Pairs in Tweet in G8:
[6] sars,cov
[5] luketheduke1960,starman57308943
[5] starman57308943,alexisschitt
[4] br_christiaens,smit_bea
[4] smit_bea,drdavidnl
[4] drdavidnl,dominiekc
[4] dominiekc,markwendrich
[4] markwendrich,alexvparys
[4] alexvparys,robhet66
[4] robhet66,roelsmaarten

Top Word Pairs in Tweet in G9:
[12] jiros,nuevacarolyn
[12] nuevacarolyn,2004
[12] 2004,weingartl
[12] weingartl,colaboradores
[12] colaboradores,publicaron
[12] publicaron,estudio
[12] estudio,journal
[12] journal,virology
[12] virology,reportaron
[11] alegra1988,jiros

Top Word Pairs in Tweet in G10:
[9] cleavage,site
[8] sars,cov
[6] furin,cleavage
[3] experiment,2009
[3] 2009,furin
[3] site,added
[3] added,sars
[3] cov,same
[3] same,position
[3] position,found

Top Replied-To
Top Replied-To in Entire Graph:
@br_christiaens
@lulaoficial
@ultimora_pol
@karl_lauterbach
@squid89_93
@monarahalkar
@drericding
@facts_arefacts
@dunyayalan2022
@drneilstone

Top Replied-To in G2:
@meetjess
@altenberglee

Top Replied-To in G4:
@crazyreii

Top Replied-To in G5:
@thebsaint
@szampa56

Top Replied-To in G7:
@monarahalkar
@cd57227
@biophysicsfl
@pathogenetics
@blockedvirology

Top Replied-To in G8:
@br_christiaens
@edward_wouters

Top Replied-To in G9:
@jiros

Top Replied-To in G10:
@squid89_93
@silvergrub88
@hollywood1114
@woke_af_n0b0dy

Top Mentioned
Top Mentioned in Entire Graph:
@dandrea8d
@meetjess
@neherbirgitta
@robersperanza
@johntuld1
@szampa56
@alegra1988
@nuevacarolyn
@jiros
@gumby4christ

Top Mentioned in G1:
@dandrea8d

Top Mentioned in G2:
@meetjess
@mindovercolor
@michaelzlin
@crwequine
@virusesimmunity

Top Mentioned in G3:
@haruncenkerman1
@residuum05
@lai_dama

Top Mentioned in G4:
@danstraitiam
@tj_onfire
@smashli1228
@skepticsplinter
@logicnreason22
@netvoke
@jgainsbourgh
@stevieanntas
@sw_hi_coo
@ohginger_snaps

Top Mentioned in G5:
@robersperanza
@johntuld1
@szampa56
@fartfromamerika
@andreacolagiac1
@thebsaint
@dandrea8d

Top Mentioned in G6:
@neherbirgitta
@davidcranmerun1

Top Mentioned in G7:
@cd57227
@theseeker268
@humourme101
@pathogenetics
@mjnanostretch
@greg21143362
@monarahalkar
@jimmycobalt
@florin_uncovers
@billybostickson

Top Mentioned in G8:
@dominiekc
@paulganck
@alexvparys
@roelsmaarten
@markwendrich
@drdavidnl
@smit_bea
@robhet66
@luketheduke1960
@starman57308943

Top Mentioned in G9:
@alegra1988
@nuevacarolyn
@jiros

Top Mentioned in G10:
@coreyum
@biorealism
@r_h_ebright
@answers_in
@scottadamssays
@ct_bergstrom
@richardhartuk
@vikki_chick
@ozraeliavi

Top Tweeters
Top Tweeters in Entire Graph:
@fainformazione
@guardian
@g1
@education_24x7
@bfmtv
@arcticfox_am_i
@folha
@ele9061
@adrianobusolin
@tian_a1

Top Tweeters in G1:
@ele9061
@adrianobusolin
@a_meluzzi
@gabrillasarti2
@nath67lic
@aspettaaspetta
@marcuspascal1
@steppenwolf1976
@obonomi
@s_soldato_maria

Top Tweeters in G2:
@arcticfox_am_i
@jchilton666
@littlebirdsteph
@lacunalingua_3
@kim_crawley
@kmtberry
@heisse13
@elysianhue
@newi_bewi
@cacouteau

Top Tweeters in G3:
@fainformazione
@tian_a1
@myjournals
@javiermartin1e
@lai_dama
@fainfosalute
@reteimprese
@js_ecoha
@dw40031913
@cyrilpedia

Top Tweeters in G4:
@stevieanntas
@reneebrown1966
@atriana
@fakedanweber
@jgainsbourgh
@shesus__christ
@smashli1228
@tj_onfire
@unionwoman226
@dcffk

Top Tweeters in G5:
@daniele19921
@maryspes
@fartfromamerika
@samira1577
@renzocianchetti
@paolo_adp10
@diacronicomurra
@nazzarenomi
@romanatom
@gastonesabba

Top Tweeters in G6:
@gateta30
@davidcranmerun1
@pinsollet
@grammam1955
@usawakeup1
@robstonge1
@shanprevails
@jackknifejockey
@maples46014332
@montagnemichael

Top Tweeters in G7:
@lissnup
@raman
@chris_hix
@supertodd1
@billybostickson
@fred_connect
@greg21143362
@pathogenetics
@monarahalkar
@biophysicsfl

Top Tweeters in G8:
@marc_veld
@markwendrich
@food4ears
@dominiekc
@drdavidnl
@luketheduke1960
@br_christiaens
@edward_wouters
@robhet66
@paulganck

Top Tweeters in G9:
@nikko1947
@aragornius1
@bazardesonia
@gedeon_omar
@panchor87819952
@mechende
@jiros
@domadordpanazis
@clau_diaz66
@saintsabrmu05

Top Tweeters in G10:
@biorealism
@scottadamssays
@squid89_93
@r_h_ebright
@richardhartuk
@hollywood1114
@ct_bergstrom
@ozraeliavi
@woke_af_n0b0dy
@silvergrub88


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