SARS-NCOV, Twitter, 5/19/2022 12:11:33 PM, 276618


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SARS-NCOV_2022-05-19_04-06-09.xlsx
SARS-NCOV_2022-05-19_04-06-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 19, 2022
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3yIijSp
@influenzer3
@roper_lab
@z8zlqj8yjefwai8
@csif_prl
@nextstrain
@dadshonan
@deepwokeagent
@catherineswolff
@psuedo_science
@deinertdoc

Top hashtags:
#covid19
#sarscov2
#csif
#prl
#sars
#covid_19
#longcovid
#covid

Description:
Description
The graph represents a network of 455 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 Thursday, 19 May 2022 at 11:06 UTC.

The requested start date was Thursday, 19 May 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 13-day, 0-hour, 58-minute period from Thursday, 05 May 2022 at 09:46 UTC to Wednesday, 18 May 2022 at 10:44 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 : 455
Unique Edges : 341
Edges With Duplicates : 287
Total Edges : 628
Number of Edge Types : 5
Mentions : 169
Tweet : 85
Replies to : 83
Retweet : 108
MentionsInRetweet : 183
Self-Loops : 91
Reciprocated Vertex Pair Ratio : 0.00975609756097561
Reciprocated Edge Ratio : 0.0193236714975845
Connected Components : 117
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 30
Maximum Edges in a Connected Component : 56
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 1.651941
Graph Density : 0.00200416323764341
Modularity : 0.67746
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 455 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 Thursday, 19 May 2022 at 11:06 UTC.

The requested start date was Thursday, 19 May 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 13-day, 0-hour, 58-minute period from Thursday, 05 May 2022 at 09:46 UTC to Wednesday, 18 May 2022 at 10:44 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:
[42] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[26] 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=
[13] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10900-sars-cov-2-b-1-1-530.html
[11] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[8] https://nextstrain.org/ncov/
[4] https://www.niid.go.jp/niid/ja/2019-ncov/2484-idsc/11053-covid19-78.html
[4] https://www.niid.go.jp/niid/ja/2019-ncov/2488-idsc/iasr-news/11117-508p01.html
[3] https://www.sanidad.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Proteccion_Trabajadores_SARS-CoV-2.pdf
[3] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en
[2] https://www.cdc.gov/csels/dls/locs/2021/08-02-2021-lab-alert-Clarifications_about_Retirement_CDC_2019_Novel_Coronavirus_1.html

Top URLs in Tweet in G1:
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/sars-cov-2-transmission.html
[1] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/11119-covid19-16.html

Top URLs in Tweet in G2:
[26] 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://www.niid.go.jp/niid/ja/2019-ncov/2484-idsc/11053-covid19-78.html
[2] https://dgalerts.docguide.com/ncov-home/article/study-investigates-long-term-mortality-following-sars-cov-2-infection
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html
[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=2022-05-16&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=2022-05-04&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=2022-05-05&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=2022-05-06&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=2022-05-07&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=2022-05-08&search_in=LD

Top URLs in Tweet in G3:
[1] https://medium.com/@yurideigin/lab-made-cov2-genealogy-through-the-lens-of-gain-of-function-research-f96dd7413748

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

Top URLs in Tweet in G5:
[1] https://twitter.com/EHRC/status/1523701833499222016
[1] https://twitter.com/Dr2NisreenAlwan/status/1524754020526530560

Top URLs in Tweet in G6:
[8] https://nextstrain.org/ncov/
[2] https://nextstrain.org/blog/2022-04-29-SARS-CoV-2-clade-naming-2022/
[1] https://www.cdc.gov/coronavirus/2019-ncov/variants/variant-classifications.html
[1] https://github.com/CDCgov/usa-sars-cov-2-nextstrain-sets
[1] https://github.com/nextstrain/ncov/pull/933

Top URLs in Tweet in G7:
[3] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[1] https://www.pnas.org/doi/10.1073/pnas.2014564118
[1] https://jamanetwork.com/journals/jama/fullarticle/2776536
[1] https://theconversation.com/evidence-shows-that-yes-masks-prevent-covid-19-and-surgical-masks-are-the-way-to-go-167963
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-02801-8
[1] https://med.stanford.edu/news/all-news/2021/09/surgical-masks-covid-19.html
[1] https://www.bmj.com/content/375/bmj-2021-068302

Top URLs in Tweet in G8:
[13] https://www.niid.go.jp/niid/ja/2019-ncov/2551-cepr/10900-sars-cov-2-b-1-1-530.html
[1] https://twitter.com/konotarogomame/status/1524538468432367616

Top URLs in Tweet in G9:
[1] https://www.sanidad.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Proteccion_Trabajadores_SARS-CoV-2.pdf

Top Domains
Top Domains in Tweet in Entire Graph:
[76] cdc.gov
[52] scholarsportal.info
[26] go.jp
[14] nextstrain.org
[10] nih.gov
[7] gob.es
[6] publichealthontario.ca
[4] twitter.com
[3] github.com
[2] pnas.org

Top Domains in Tweet in G1:
[1] cdc.gov
[1] go.jp

Top Domains in Tweet in G2:
[52] scholarsportal.info
[7] cdc.gov
[6] go.jp
[3] nextstrain.org
[3] gob.es
[2] publichealthontario.ca
[2] docguide.com
[2] nih.gov
[1] cambridge.org
[1] who.int

Top Domains in Tweet in G3:
[1] medium.com

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

Top Domains in Tweet in G5:
[2] twitter.com

Top Domains in Tweet in G6:
[10] nextstrain.org
[2] github.com
[1] cdc.gov

Top Domains in Tweet in G7:
[3] cdc.gov
[1] pnas.org
[1] jamanetwork.com
[1] theconversation.com
[1] nature.com
[1] stanford.edu
[1] bmj.com

Top Domains in Tweet in G8:
[13] go.jp
[1] twitter.com

Top Domains in Tweet in G9:
[1] gob.es

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[32] covid19
[28] sarscov2
[13] csif
[4] prl
[2] sars
[2] covid_19
[2] longcovid
[2] covid
[2] 新型コロペウイルス
[2] æ„ÿæÿ“



Top Hashtags in Tweet in G2:
[28] sarscov2
[27] covid19
[1] filogenético
[1] clústeres
[1] 22b
[1] omicron
[1] omicronxe
[1] mutacion
[1] virulenta
[1] contagiosa

Top Hashtags in Tweet in G3:
[1] covid19
[1] sars
[1] cov2
[1] ncov
[1] virology
[1] gainoffunction
[1] gof
[1] wuhan
[1] wiv

Top Hashtags in Tweet in G5:
[2] longcovid

Top Hashtags in Tweet in G9:
[13] csif

Top Words
Top Words in Tweet in Entire Graph:
[168] sars
[147] cov
[114] covid
[87] 19
[52] ncov
[52] articles
[52] scholars
[52] portal
[32] 新型コロナウイルス
[32] 2022

Top Words in Tweet in G1:
[27] influenzer3
[27] 日本国内のba
[27] 2系統は感染拡大により変異し続けています
[27] 下記の報告によると
[27] 関東地方
[27] 関西
[27] 九州
[27] 全国各地の3つのクラスターが確認できると
[27] 感染
[27] 伝播性の増加や抗原性の変化が懸念される

Top Words in Tweet in G2:
[84] covid
[65] 19
[52] articles
[52] scholars
[52] portal
[35] cov
[33] sars
[28] #sarscov2
[28] 2022
[28] 05

Top Words in Tweet in G3:
[4] drkevinwmccair1
[4] charlesrixey
[4] parsifaler
[4] jjcouey
[4] billybostickson
[4] still_a_nerd
[4] fynn_fan
[4] jikkykjj
[4] doctor_i_am_the
[3] know

Top Words in Tweet in G4:
[2] blow

Top Words in Tweet in G5:
[6] sgriffin_lab
[6] reicherstephen
[6] sars
[6] ncov
[5] deepwokeagent
[4] independentsage
[4] chrischirp
[4] susanmichie
[4] helenrsalisbury
[4] globalhlthtwit

Top Words in Tweet in G6:
[11] sars
[11] cov
[11] nextstrain
[10] we've
[9] ba
[8] today
[8] added
[8] three
[8] clades
[8] those

Top Words in Tweet in G7:
[2] krauthben
[2] pragmaticinoz

Top Words in Tweet in G8:
[13] 心筋炎を
[13] 全然心配する必要はない
[13] 軽症
[13] 効果は1年持つ
[13] など大デマ流した君が言っても何も響かない
[13] 未接種者ウイルス排出量
[13] 期間
[13] は感染研資料を参照して下さい
[13] co
[13] uto3omqqy1

Top Words in Tweet in G9:
[13] #csif
[13] nueva
[13] actualización
[13] 20
[13] procedimiento
[13] actuación
[13] sprl
[13] frente
[13] sars
[13] cov

Top Words in Tweet in G10:
[4] covid
[3] sars
[3] 19
[3] coronavirus
[2] whitey900
[2] whykeepitup
[2] mattmcinnis6
[2] breezergalway
[2] jneill
[2] yakkstack

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[137] sars,cov
[72] covid,19
[52] scholars,portal
[31] 新型コロナウイルス,sars
[28] 感染,伝播性の増加や抗原性の変化が懸念される
[28] 伝播性の増加や抗原性の変化が懸念される,新型コロナウイルス
[27] 日本国内のba,2系統は感染拡大により変異し続けています
[27] 2系統は感染拡大により変異し続けています,下記の報告によると
[27] 下記の報告によると,関東地方
[27] 関東地方,関西

Top Word Pairs in Tweet in G1:
[27] 日本国内のba,2系統は感染拡大により変異し続けています
[27] 2系統は感染拡大により変異し続けています,下記の報告によると
[27] 下記の報告によると,関東地方
[27] 関東地方,関西
[27] 関西,九州
[27] 九州,全国各地の3つのクラスターが確認できると
[27] 全国各地の3つのクラスターが確認できると,感染
[27] 感染,伝播性の増加や抗原性の変化が懸念される
[27] 伝播性の増加や抗原性の変化が懸念される,新型コロナウイルス
[27] 新型コロナウイルス,sars

Top Word Pairs in Tweet in G2:
[56] covid,19
[52] scholars,portal
[31] sars,cov
[26] 2022,05
[26] articles,covid
[26] portal,périodiques
[26] 19,scholars
[26] #covid19,#sarscov2
[26] portal,journals
[13] nouvelle,recherche

Top Word Pairs in Tweet in G3:
[4] drkevinwmccair1,charlesrixey
[4] charlesrixey,parsifaler
[4] parsifaler,jjcouey
[4] jjcouey,billybostickson
[4] billybostickson,still_a_nerd
[4] still_a_nerd,fynn_fan
[4] fynn_fan,jikkykjj
[4] jikkykjj,doctor_i_am_the
[3] deinertdoc,drkevinwmccair1
[3] doctor_i_am_the,dr

Top Word Pairs in Tweet in G5:
[5] sars,ncov
[4] independentsage,reicherstephen
[4] reicherstephen,sgriffin_lab
[4] sgriffin_lab,chrischirp
[4] chrischirp,susanmichie
[4] susanmichie,helenrsalisbury
[4] helenrsalisbury,globalhlthtwit
[4] globalhlthtwit,zubhaque
[3] deepwokeagent,independentsage
[3] zubhaque,deen

Top Word Pairs in Tweet in G6:
[11] sars,cov
[8] today,we've
[8] we've,added
[8] added,three
[8] three,clades
[8] clades,those
[8] those,tracked
[8] tracked,views
[8] views,sars
[8] cov,evolution

Top Word Pairs in Tweet in G8:
[13] 心筋炎を,全然心配する必要はない
[13] 全然心配する必要はない,軽症
[13] 軽症,効果は1年持つ
[13] 効果は1年持つ,など大デマ流した君が言っても何も響かない
[13] など大デマ流した君が言っても何も響かない,未接種者ウイルス排出量
[13] 未接種者ウイルス排出量,期間
[13] 期間,は感染研資料を参照して下さい
[13] は感染研資料を参照して下さい,co
[13] co,uto3omqqy1
[12] z8zlqj8yjefwai8,心筋炎を

Top Word Pairs in Tweet in G9:
[13] #csif,nueva
[13] nueva,actualización
[13] actualización,20
[13] 20,procedimiento
[13] procedimiento,actuación
[13] actuación,sprl
[13] sprl,frente
[13] frente,sars
[13] sars,cov
[13] cov,medidas

Top Word Pairs in Tweet in G10:
[3] covid,19
[2] whitey900,whykeepitup
[2] whykeepitup,mattmcinnis6
[2] mattmcinnis6,breezergalway
[2] breezergalway,jneill
[2] jneill,yakkstack
[2] yakkstack,honjonba
[2] honjonba,spyvsspy20
[2] spyvsspy20,tracyjayney64
[2] tracyjayney64,cpho_canada

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@influenzer3
@z8zlqj8yjefwai8
@csif_prl
@nextstrain
@flutrackers
@reicherstephen
@deepwokeagent
@sgriffin_lab
@ministeriosalud
@cdcgov

Top Mentioned in G1:
@influenzer3
@shuichiotsu

Top Mentioned in G2:
@drml350phd
@kirurin1

Top Mentioned in G3:
@charlesrixey
@parsifaler
@jjcouey
@billybostickson
@still_a_nerd
@fynn_fan
@jikkykjj
@doctor_i_am_the
@deinertdoc
@drkevinwmccair1

Top Mentioned in G4:
@ro10reed
@saltaovladimir
@brodjustice
@hwielding
@oxharryh1
@ross_country
@jennyr37094269
@noteworthypoint
@bobbie07605390
@judysimpson222

Top Mentioned in G5:
@reicherstephen
@deepwokeagent
@sgriffin_lab
@chrischirp
@susanmichie
@helenrsalisbury
@globalhlthtwit
@zubhaque
@independentsage
@deen

Top Mentioned in G6:
@nextstrain
@cdcgov
@aleen

Top Mentioned in G7:
@krauthben
@ridleydm
@cassandranocov
@beantowndancer
@jreinermd
@fiona_m_russell
@dougbannatyne
@youarelobbylud

Top Mentioned in G8:
@z8zlqj8yjefwai8

Top Mentioned in G9:
@csif_prl

Top Mentioned in G10:
@whykeepitup
@mattmcinnis6
@breezergalway
@jneill
@yakkstack
@honjonba
@spyvsspy20
@tracyjayney64
@cpho_canada
@ravenxv

Top Tweeters
Top Tweeters in Entire Graph:
@taka910910
@otakutokkai
@fearless_taisho
@baronianconsult
@odoylecharlotte
@ygjumi
@ikotto
@nytimes
@didaclopez
@qbk_jitensya

Top Tweeters in G1:
@taka910910
@otakutokkai
@fearless_taisho
@ygjumi
@ikotto
@mayday0123
@tomigahara2013
@piyokodokusai
@srk5
@upgrade_narita

Top Tweeters in G2:
@didaclopez
@dataemia
@joannateglund
@keiryoukeisoku
@ucl_discovery
@marieaaow
@marthzcantu
@kimashitower634
@daikonno4
@drml350phd

Top Tweeters in G3:
@jhutch43945987
@billybostickson
@parsifaler
@altamirapalomar
@jjcouey
@hadleyhopelv426
@still_a_nerd
@dr
@fynn_fan
@deinertdoc

Top Tweeters in G4:
@madeulookcouk
@judysimpson222
@noteworthypoint
@oxharryh1
@ro10reed
@saltaovladimir
@roper_lab
@brodjustice
@ecubrodysom
@helen_wingrave

Top Tweeters in G5:
@sixfieldssid
@mousehole1
@joannab64017534
@sgriffin_lab
@priceless20201
@chrischirp
@susanmichie
@globalhlthtwit
@helenrsalisbury
@zubhaque

Top Tweeters in G6:
@cseethru
@hollygodarkly
@karamcnair
@midnucas
@pvergain
@cdcgov
@aleen
@musicom67
@dianeceli
@lesleyhawes4

Top Tweeters in G7:
@cassandranocov
@ridleydm
@dougbannatyne
@andornorlyn
@youarelobbylud
@jreinermd
@krauthben
@fiona_m_russell
@psuedo_science
@pragmaticinoz

Top Tweeters in G8:
@kzawaya040618
@sentimental888
@asatohan2
@sw20mr2rialy
@kt35268555
@apricot0309
@lupin1the1fifth
@hana10244437
@mksy_i
@z8zlqj8yjefwai8

Top Tweeters in G9:
@csiage
@csif_cp_jaen
@csifjusticianac
@sevillacsif
@lamacsif2
@csifjusticiamad
@emimoncas
@csif_prl
@jjose_carral
@csif_agcm

Top Tweeters in G10:
@ravenxv
@breezergalway
@jneill
@mattmcinnis6
@whykeepitup
@tracyjayney64
@cpho_canada
@spyvsspy20
@yakkstack
@whitey900


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