SARS-NCOV, Twitter, 3/4/2022 11:12:52 AM, 272469


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SARS-NCOV_2022-03-04_02-57-29.xlsx
SARS-NCOV_2022-03-04_02-57-29.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 04, 2022
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3tvwqq0
@f250roush
@govrondesantis
@maryfernando_
@elayxk
@mass_dhoe
@rosse35750
@motoisuzuki
@wfla
@timeindawater1
@raitchison

Top hashtags:
#misinformation
#covid19
#sarscov2
#coronavirus
#covid
#sıvılarlahivsoykırımı
#統計

Description:
Description
The graph represents a network of 1,180 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 Friday, 04 March 2022 at 10:58 UTC.

The requested start date was Friday, 04 March 2022 at 01:01 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, 10-hour, 37-minute period from Friday, 18 February 2022 at 01:01 UTC to Thursday, 03 March 2022 at 11:38 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 : 1180
Unique Edges : 804
Edges With Duplicates : 744
Total Edges : 1548
Number of Edge Types : 5
Retweet : 266
MentionsInRetweet : 297
Replies to : 252
Mentions : 635
Tweet : 98
Self-Loops : 125
Reciprocated Vertex Pair Ratio : 0.00380589914367269
Reciprocated Edge Ratio : 0.00758293838862559
Connected Components : 224
Single-Vertex Connected Components : 43
Maximum Vertices in a Connected Component : 97
Maximum Edges in a Connected Component : 155
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.158738
Graph Density : 0.00075832722358793
Modularity : 0.688144
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,180 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 Friday, 04 March 2022 at 10:58 UTC.

The requested start date was Friday, 04 March 2022 at 01:01 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, 10-hour, 37-minute period from Friday, 18 February 2022 at 01:01 UTC to Thursday, 03 March 2022 at 11:38 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:
[150] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[25] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10989-cepr-b11529-8.html
[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=
[12] https://www.pasteur.fr/fr/espace-presse/documents-presse/institut-pasteur-sequence-genome-complet-du-coronavirus-sars-cov-2
[12] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10952-b11529-si.html
[11] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html#:~:text=A%20study%20of%20an%20outbreak,70%25%20reduced%20risk
[9] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[8] https://www.niid.go.jp/niid/ja/2019-ncov/2484-idsc/10969-covid19-72.html
[8] https://www.pnas.org/content/118/4/e2014564118
[7] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10900-sars-cov-2-b-1-1-530.html

Top URLs in Tweet in G1:
[1] https://www.ncbi.nlm.nih.gov/gene/54938
[1] https://icd.who.int/browse10/2019/en#/

Top URLs in Tweet in G2:
[9] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html#:~:text=A%20study%20of%20an%20outbreak,70%25%20reduced%20risk
[1] https://www.wusa9.com/article/news/verify/verify-why-a-face-mask-box-says-it-provides-no-protection-to-the-wearer/507-d5070a18-0146-4ef9-9d22-afe9fa7759a0

Top URLs in Tweet in G4:
[5] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html

Top URLs in Tweet in G5:
[7] https://www.niid.go.jp/niid/ja/2019-ncov/2484-idsc/10969-covid19-72.html
[6] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10989-cepr-b11529-8.html
[4] https://www.niid.go.jp/niid/ja/2019-ncov/2488-idsc/iasr-news/10971-505p02.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[2] https://nextstrain.org/ncov/gisaid/global
[1] https://www.who.int/publications-detail-redirect/WHO-2019-nCoV-Contact-tracing-and-quarantine-Omicron-variant-2022.1#.Yg8HJQTTjgM.twitter
[1] https://www.who.int/publications-detail-redirect/WHO-2019-nCoV-Contact-tracing-and-quarantine-Omicron-variant-2022.1#.Yg9Sp3sVY9I.twitter
[1] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10900-sars-cov-2-b-1-1-530.html
[1] https://www.cell.com/iscience/fulltext/S2589-0042(21)01664-3?rss=yes&utm_source=dlvr.it&utm_medium=twitter
[1] https://www.ncbi.nlm.nih.gov/pubmed/35013723?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G6:
[19] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10989-cepr-b11529-8.html
[1] https://www.niid.go.jp/niid/ja/2019-ncov/2484-idsc/10969-covid19-72.html

Top URLs in Tweet in G7:
[5] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[2] https://www.pnas.org/content/118/4/e2014564118
[1] https://www.bmj.com/content/375/bmj-2021-068302
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html#anchor_1619457332454

Top URLs in Tweet in G8:
[7] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html

Top URLs in Tweet in G9:
[12] https://www.pasteur.fr/fr/espace-presse/documents-presse/institut-pasteur-sequence-genome-complet-du-coronavirus-sars-cov-2

Top URLs in Tweet in G10:
[2] https://www.who.int/publications/i/item/WHO-2019-nCoV-Contact-tracing-and-quarantine-Omicron-variant-2022.1
[1] https://www.who.int/publications/i/item/WHO-2019-nCoV-Post_COVID-19_condition-Clinical_case_definition-2021.1
[1] https://www.who.int/en/activities/tracking-SARS-CoV-2-variants/
[1] https://www.cdc.gov/coronavirus/2019-ncov/variants/variant-classifications.html

Top Domains
Top Domains in Tweet in Entire Graph:
[227] cdc.gov
[73] go.jp
[48] scholarsportal.info
[17] who.int
[12] nih.gov
[12] pnas.org
[12] pasteur.fr
[7] twitter.com
[6] nextstrain.org
[5] armswatch.com

Top Domains in Tweet in G1:
[1] nih.gov
[1] who.int

Top Domains in Tweet in G2:
[14] cdc.gov
[1] wusa9.com

Top Domains in Tweet in G4:
[5] cdc.gov

Top Domains in Tweet in G5:
[20] go.jp
[7] cdc.gov
[4] who.int
[4] nextstrain.org
[3] ne.jp
[3] twitter.com
[3] imcha.net
[2] gob.es
[1] cell.com
[1] nih.gov

Top Domains in Tweet in G6:
[20] go.jp

Top Domains in Tweet in G7:
[6] cdc.gov
[2] pnas.org
[1] bmj.com

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

Top Domains in Tweet in G9:
[12] pasteur.fr

Top Domains in Tweet in G10:
[4] who.int
[1] cdc.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[38] misinformation
[33] covid19
[24] sarscov2
[6] coronavirus
[5] covid
[5] sıvılarlahivsoykırımı
[5] 統計
[5] julia言語
[4] longcovid
[4] 新型コロナウイルス



Top Hashtags in Tweet in G3:
[5] sıvılarlahivsoykırımı

Top Hashtags in Tweet in G4:
[38] misinformation
[1] science
[1] covid19

Top Hashtags in Tweet in G5:
[2] covid19
[2] 新型コロナウイルス
[1] covid
[1] ba2
[1] ba1
[1] オミクロン株
[1] phylogenic
[1] genomic
[1] sars_cov_2

Top Hashtags in Tweet in G10:
[1] covid
[1] omicron
[1] covid19research

Top Words
Top Words in Tweet in Entire Graph:
[304] sars
[268] cov
[136] covid
[119] 2019
[117] 19
[83] 529系統
[82] オミクロン株
[75] ncov'nin
[64] tam
[64] uzunluktaki

Top Words in Tweet in G1:
[5] sars
[5] cov
[4] covid
[3] monstercoyliar
[3] skepticalmutant
[3] mcfunny
[3] doritmi
[3] lewbloch
[3] virus
[3] 2019

Top Words in Tweet in G2:
[14] school
[13] govrondesantis
[12] counties
[10] nationwide
[10] study
[10] between
[10] july
[10] september
[10] 2021
[10] mask

Top Words in Tweet in G3:
[86] 2019
[86] sars
[75] ncov'nin
[64] tam
[64] uzunluktaki
[64] koronavirüslerden
[64] oluşan
[64] filogenetik
[64] ağacımız
[64] cov

Top Words in Tweet in G4:
[38] well
[38] looked
[38] twitter
[38] blocked
[38] whole
[38] bunch
[38] accounts
[38] spreading
[38] #misinformation
[38] happy

Top Words in Tweet in G5:
[51] cov
[50] sars
[24] interesting
[24] research
[22] drml350phd
[21] ncov
[21] 19
[20] 529系統
[19] オミクロン株
[18] variant

Top Words in Tweet in G6:
[39] sars
[39] cov
[39] 529系統
[39] オミクロン株
[39] 国立感染症研究所
[37] motoisuzuki
[20] 感染による新型コロナウイルス感染症の積極的疫学調査
[20] 第5報
[20] 疫学的
[20] 臨床的特徴

Top Words in Tweet in G7:
[4] juliahb1
[4] deborahmeaden
[3] talkradio
[3] mattxploded
[3] studies
[2] _franklin220
[2] virus
[2] year
[2] identified
[2] fatality

Top Words in Tweet in G8:
[7] masks
[4] tomwiser
[4] mask
[3] deaths
[3] win
[3] msjohnsonmd
[3] stop
[2] heck_engine
[2] explain
[2] barrier

Top Words in Tweet in G9:
[24] être
[13] c'est
[12] caudehenrion
[12] pasteur
[12] séquence
[12] coronavirus
[12] 2019
[12] ncov
[12] cela
[12] apparait

Top Words in Tweet in G10:
[4] omicron
[4] sars
[4] cov
[3] contact
[3] tracing
[3] quarantine
[3] context
[3] variant
[3] interim
[3] guidance

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[262] sars,cov
[86] covid,19
[82] 529系統,オミクロン株
[75] 2019,ncov'nin
[64] tam,uzunluktaki
[64] uzunluktaki,koronavirüslerden
[64] koronavirüslerden,oluşan
[64] oluşan,filogenetik
[64] filogenetik,ağacımız
[64] ağacımız,2019

Top Word Pairs in Tweet in G1:
[5] sars,cov
[3] 2019,ncov
[3] covid,19
[2] global,pandemic
[2] terminology,2019
[2] ncov,sars
[2] cov,covid
[2] sars2,lt
[2] skepticalmutant,chrisjohnsonmd
[2] monstercoyliar,lewbloch

Top Word Pairs in Tweet in G2:
[12] counties,school
[10] nationwide,study
[10] study,between
[10] between,july
[10] july,september
[10] september,2021
[10] 2021,counties
[10] school,mask
[10] mask,requirements
[7] reallyamerican1,nationwide

Top Word Pairs in Tweet in G3:
[75] 2019,ncov'nin
[64] tam,uzunluktaki
[64] uzunluktaki,koronavirüslerden
[64] koronavirüslerden,oluşan
[64] oluşan,filogenetik
[64] filogenetik,ağacımız
[64] ağacımız,2019
[64] ncov'nin,sars
[64] sars,cov
[64] cov,ile

Top Word Pairs in Tweet in G4:
[38] well,looked
[38] looked,twitter
[38] twitter,blocked
[38] blocked,whole
[38] whole,bunch
[38] bunch,accounts
[38] accounts,spreading
[38] spreading,#misinformation
[38] #misinformation,happy
[38] happy,present

Top Word Pairs in Tweet in G5:
[47] sars,cov
[22] drml350phd,interesting
[19] 529系統,オミクロン株
[16] chadox1,ncov
[16] ncov,19
[15] delta,variant
[14] 19,vaccine
[12] interesting,sars
[12] cov,research
[12] research,july

Top Word Pairs in Tweet in G6:
[39] sars,cov
[39] 529系統,オミクロン株
[20] cov,529系統
[20] オミクロン株,感染による新型コロナウイルス感染症の積極的疫学調査
[20] 感染による新型コロナウイルス感染症の積極的疫学調査,第5報
[20] 第5報,疫学的
[20] 疫学的,臨床的特徴
[20] 臨床的特徴,令和4年2月18日
[20] 令和4年2月18日,国立感染症研究所
[20] 国立感染症研究所,国立国際医療研究センター

Top Word Pairs in Tweet in G7:
[2] _franklin220,juliahb1
[2] juliahb1,talkradio
[2] talkradio,virus
[2] virus,year
[2] year,identified
[2] identified,fatality
[2] fatality,rate
[2] rate,marburg
[2] marburg,1967
[2] 1967,80

Top Word Pairs in Tweet in G8:
[2] literally,win
[2] win,nobel
[2] nobel,prize
[2] prize,disproving
[2] disproving,germ
[2] germ,theory
[2] tomwiser,msjohnsonmd
[2] studies,showing
[2] masks,stop
[2] masks,prevent

Top Word Pairs in Tweet in G9:
[12] pasteur,séquence
[12] séquence,coronavirus
[12] coronavirus,2019
[12] 2019,ncov
[12] ncov,cela
[12] cela,apparait
[12] apparait,peut
[12] peut,être
[12] être,même
[12] même,sachant

Top Word Pairs in Tweet in G10:
[4] sars,cov
[3] contact,tracing
[3] tracing,quarantine
[3] quarantine,context
[3] context,omicron
[3] omicron,sars
[3] cov,variant
[3] interim,guidance
[2] read,contact
[2] variant,interim

Top Replied-To
Top Replied-To in Entire Graph:
@_2019_ncov
@dontcensormepls
@watercolours20
@mmeblacksheep
@nova45197318
@superherobootca
@micheledianedr
@dan_1884
@sirseth78
@crazywalt1978

Top Replied-To in G1:
@scary7dr
@hawkinatx
@handmadekathy

Top Replied-To in G2:
@reallyamerican1
@wfla
@speedsnfeeds
@marcusreps1776
@calidaddude
@activia513
@billspadea
@writerchick3
@deplorable_mi
@johnwil18086414

Top Replied-To in G3:
@trandyastro22

Top Replied-To in G4:
@jasonkowalyshyn
@graeme_d_kirk
@hanleyresale
@mikeing18

Top Replied-To in G7:
@_franklin220
@memorylaine
@paulwharmby
@mattxploded
@peacelily420
@thegreenrob0t
@orwellhamster

Top Replied-To in G8:
@nathan22810128
@tomwiser
@msjohnsonmd
@mollybee58
@paulkay38
@king_marmot
@dustyparker1984

Top Replied-To in G9:
@mmeblacksheep
@hyxx_or
@trebuccoj
@rebrbob
@calisto0606
@totoche2112
@irimikiki
@madratz1
@vdlwoo
@valentinbeaule

Top Replied-To in G10:
@katiakerswell
@drericding

Top Mentioned
Top Mentioned in Entire Graph:
@maryfernando_
@motoisuzuki
@elayxk
@drml350phd
@rosse35750
@geniusheads00
@govrondesantis
@caudehenrion
@yutakashino
@wfla

Top Mentioned in G1:
@monstercoyliar
@skepticalmutant
@mcfunny
@doritmi
@lewbloch
@thomasharrigan8
@foofdawg
@juanita87722370
@tinfoilawards
@keithccurtis

Top Mentioned in G2:
@govrondesantis
@wfla
@timeindawater1
@reallyamerican1
@evandonovan
@usouthflorida
@shawniedw2
@mrsbwearsamask
@maryellenklas
@letstalkshoes22

Top Mentioned in G3:
@elayxk
@rosse35750
@geniusheads00
@trandyastro22
@alanyamem
@ankaramemarge
@delicemilli
@kizilirmak_mem
@orduarge
@ayvacmem

Top Mentioned in G4:
@maryfernando_
@drawstickpeople
@brucevconway

Top Mentioned in G5:
@drml350phd

Top Mentioned in G6:
@motoisuzuki

Top Mentioned in G7:
@juliahb1
@deborahmeaden
@talkradio
@mattxploded
@sankeyhudson
@_franklin220
@cooperphil156
@mrjimbob
@paulwharmby
@jim_eckersley

Top Mentioned in G8:
@tomwiser
@heck_engine
@msjohnsonmd
@aorn
@rkh_md
@shmoore75
@thetnholler
@govbilllee
@amermedicalassn
@nanosynthplc

Top Mentioned in G9:
@caudehenrion
@doudoubidou_
@rebrbob
@philrg6
@kariston_bis
@nfix559
@leavv78
@jelojelojelojel
@vdlwoo
@meszig75

Top Mentioned in G10:
@who
@cancovid
@reverseyourmind
@mayssamnehme
@iguessous
@hopitaux_unige
@mvankerkhove
@doctorsoumya
@drtedros
@gabbystern

Top Tweeters
Top Tweeters in Entire Graph:
@ja8yum
@matiere
@independent
@nobby15
@lizditz
@thehill
@gooochin
@otakutokkai
@nozakitakehide
@pedros52

Top Tweeters in G1:
@lizditz
@doritmi
@monstercoyliar
@kath2cats
@mcfunny
@chimera414
@frankdelia7
@vbalance03
@wendyorent
@nockit1

Top Tweeters in G2:
@queenbertroyal
@wfla
@pandemic_times
@committovote
@timeindawater1
@overrhypocrissy
@retrojude
@beth_holbrook8
@cscholten1
@whut_the_whut

Top Tweeters in G3:
@tilkidurus
@hsan32377440
@eytahmetdvn6
@gulbahar_ozacar
@ayferyvz4
@li_var_
@ilkilk
@denizek48276998
@seyyahikevir
@ayesazak3

Top Tweeters in G4:
@natricer
@scott_squires
@canadian_stix
@ruralhomecarebg
@1mikemorris
@actinosproject
@safedr4
@maryfernando_
@debrali60915721
@tassiedevil

Top Tweeters in G5:
@matiere
@gooochin
@didaclopez
@kiriya_jun
@isozakiai
@mariebell321
@fobosmkz
@pyotr1840
@zogtt
@keiryoukeisoku

Top Tweeters in G6:
@otakutokkai
@nozakitakehide
@peko409
@supermnemonic
@osakakyoto_0825
@makoto_souji
@y2_naranja
@yanagi_ss
@sumidatomohisa
@imamuray0123

Top Tweeters in G7:
@juliahb1
@talkradio
@deborahmeaden
@mrjimbob
@bandraidoir
@galaxyfighter
@mattxploded
@justdeano2021
@salop888
@chrysha22

Top Tweeters in G8:
@heck_engine
@sickroy6
@thetnholler
@king_marmot
@amermedicalassn
@tongodeon
@superdlm515
@mollybee58
@rkh_md
@tomwiser

Top Tweeters in G9:
@maximepelfresne
@mmeblacksheep
@hyxx_or
@irimikiki
@madratz1
@calisto0606
@meszig75
@kariston_bis
@larrosamme
@valentinbeaule

Top Tweeters in G10:
@who
@drericding
@drtedros
@gabbystern
@hopitaux_unige
@doctorsoumya
@jewelsjourneys1
@links_medicus
@reverseyourmind
@mvankerkhove


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