SARS-NCOV, Twitter, 9/18/2020 11:03:38 AM, 235395


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SARS-NCOV_2020-09-18_02-37-45.xlsx
SARS-NCOV_2020-09-18_02-37-45.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 18, 2020
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3hHE5ts
@enstien4
@nextstrain
@lci
@angela_bower
@taoofthedow
@gisaid
@_thecooltwin
@baileinis
@joursansfin
@flutrackers

Top hashtags:
#covid19
#sarscov2
#opendata
#coronavirus
#la26
#direct
#covidー19
#covid_19
#breaking

Description:
Description
The graph represents a network of 810 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, 18 September 2020 at 09:40 UTC.

The requested start date was Friday, 18 September 2020 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, 20-hour, 34-minute period from Friday, 04 September 2020 at 01:50 UTC to Thursday, 17 September 2020 at 22:24 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 : 810
Unique Edges : 634
Edges With Duplicates : 878
Total Edges : 1512
Number of Edge Types : 5
Retweet : 309
MentionsInRetweet : 501
Replies to : 109
Mentions : 421
Tweet : 172
Self-Loops : 194
Reciprocated Vertex Pair Ratio : 0.00919540229885057
Reciprocated Edge Ratio : 0.0182232346241458
Connected Components : 196
Single-Vertex Connected Components : 69
Maximum Vertices in a Connected Component : 246
Maximum Edges in a Connected Component : 700
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.435021
Graph Density : 0.00133986479268721
Modularity : 0.578003
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 810 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, 18 September 2020 at 09:40 UTC.

The requested start date was Friday, 18 September 2020 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, 20-hour, 34-minute period from Friday, 04 September 2020 at 01:50 UTC to Thursday, 17 September 2020 at 22:24 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:
[68] https://nextstrain.org/ncov
[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=
[13] http://natrom.hatenablog.com/entry/2020/06/15/113000
[8] https://www.lci.fr/sante/en-direct-covid-19-a-nice-vers-de-nouvelles-mesures-de-restrictions-suivez-les-annonces-2161513.html
[8] https://www.lci.fr/sante/en-direct-coronavirus-pandemie-de-covid-19-edouard-balladur-teste-positif-au-virus-sars-ncov-mais-pas-en-danger-selon-ses-proches-2161513.html?utm_medium=Social&utm_source=Twitter#Echobox=1600169063
[8] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_208_COVID-19.pdf
[7] https://www.lci.fr/sante/en-direct-coronavirus-pandemie-de-covid-19-le-cap-des-900000-morts-dus-au-virus-sars-ncov-franchi-dans-le-monde-2161513.html?utm_medium=Social&utm_source=Twitter#Echobox=1599716930
[6] https://www.lci.fr/sante/en-direct-coronavirus-deuxieme-vague-pandemie-de-covid-19-en-france-10-593-nouveaux-cas-detectes-en-24-heures-un-record-2161513.html
[5] https://www.lci.fr/sante/en-direct-coronavirus-paandemie-de-covid-19-foyer-originel-du-virus-sars-ncov-wuhan-accueille-son-premier-vol-international-depuis-janvier-2161513.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/lab/multiplex.html

Top URLs in Tweet in G1:
[67] https://nextstrain.org/ncov
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=235266
[3] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/united-states-2019-ncov/887355-confirmed-cases-of-sars-cov-2-in-animals-in-the-united-states#post892537
[2] https://nextstrain.org/ncov/south-america
[2] https://nextstrain.org/ncov/africa
[1] https://www.lci.fr/sante/en-direct-coronavirus-pandemie-de-covid-19-le-cap-des-900000-morts-dus-au-virus-sars-ncov-franchi-dans-le-monde-2161513.html?utm_medium=Social&utm_source=Twitter#Echobox=1599716930
[1] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/-2019-ncov-studies-research-academia/epidemiology/890974-jama-intern-med-community-outbreak-investigation-of-sars-cov-2-transmission-among-bus-riders-in-eastern-china
[1] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/-2019-ncov-studies-research-academia/epidemiology/890984-biorxiv-jumping-back-and-forth-anthropozoonotic-and-zoonotic-transmission-of-sars-cov-2-on-mink-farms

Top URLs in Tweet in G2:
[8] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_208_COVID-19.pdf
[3] https://www.cdc.gov/coronavirus/2019-ncov/lab/multiplex.html
[3] https://www.lci.fr/sante/en-direct-covid-19-a-nice-vers-de-nouvelles-mesures-de-restrictions-suivez-les-annonces-2161513.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/lab/pooling-procedures.html
[2] https://www.lci.fr/sante/en-direct-coronavirus-deuxieme-vague-pandemie-de-covid-19-en-france-10-593-nouveaux-cas-detectes-en-24-heures-un-record-2161513.html
[2] https://plaza.rakuten.co.jp/condor33/diary/202009070001/?scid=we_blg_tw01
[2] https://www.urgenciasyemergen.com/coronavirus-mascarillas-y-evidencia-cientifica/
[2] https://virologyj.biomedcentral.com/track/pdf/10.1186/s12985-020-01401-2
[1] https://www.ncbi.nlm.nih.gov/sites/entrez?cmd=Search&db=pubmed&term=%28%28%28Covid%20OR%20COVID19%20OR%20COVID-19%20OR%20COV2%20OR%20SARS-COV2%29%20AND%20%222020%2F09%2F03%2013.33%22%5BMHDA%5D%3A%222020%2F09%2F04%2006.09%22%5BMHDA%5D%29%29%20NOT%20%28%28%20%28Covid%5BTIAB%5D%20OR%20%28%22COVID-19%22%5BTIAB%5D%20OR%20%22COVID-19%22%5BTIAB%5D%20OR%20%22covid19%22%5BTIAB%5D%29%20OR%20%28%22severe%20acute%20respiratory%20syndrome%20coronavirus%202%22%5BTIAB%5D%20OR%20%22severe%20acute%20respiratory%20syndrome%20coronavirus%202%22%5BTIAB%5D%20OR%20%22ncov%22%5BTIAB%5D%20OR%20%222019-nCoV%22%5BTIAB%5D%20OR%20%22COVID-19%22%5BTIAB%5D%20OR%20%22SARS-CoV-2%22%5BTIAB%5D%20OR%20%28%28coronavirus%5BTIAB%5D%20OR%20%22cov%22%5BTIAB%5D%29%20AND%202019%2F11%5BTIAB%5D%20%3A%203000%5BTIAB%5D%29%29%20OR%20COV2%5BTIAB%5D%20OR%20SARS-COV2%5BTIAB%5D%29%20AND%20%220001%22%5BEDAT%5D%3A%222020%2F09%2F03%2013.33%22%5BEDAT%5D%29%29
[1] https://www.rki.de/DE/Content/InfAZ/N/Neuartiges_Coronavirus/nCoV.html

Top URLs in Tweet in G3:
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/cloth-face-cover-guidance.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/lab/grows-virus-cell-culture.html
[1] https://www.centerforhealthsecurity.org/resources/COVID-19/COVID-19-fact-sheets/200128-nCoV-whitepaper.pdf
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/disinfecting-your-home.html
[1] https://www.epa.gov/pesticide-registration/list-n-disinfectants-use-against-sars-cov-2-covid-19
[1] https://www.cdc.gov/coronavirus/2019-ncov/testing/serology-overview.html
[1] https://www.rki.de/DE/Content/InfAZ/N/Neuartiges_Coronavirus/nCoV.html

Top URLs in Tweet in G4:
[8] https://www.lci.fr/sante/en-direct-coronavirus-pandemie-de-covid-19-edouard-balladur-teste-positif-au-virus-sars-ncov-mais-pas-en-danger-selon-ses-proches-2161513.html?utm_medium=Social&utm_source=Twitter#Echobox=1600169063
[6] https://www.lci.fr/sante/en-direct-coronavirus-pandemie-de-covid-19-le-cap-des-900000-morts-dus-au-virus-sars-ncov-franchi-dans-le-monde-2161513.html?utm_medium=Social&utm_source=Twitter#Echobox=1599716930
[5] https://www.lci.fr/sante/en-direct-coronavirus-paandemie-de-covid-19-foyer-originel-du-virus-sars-ncov-wuhan-accueille-son-premier-vol-international-depuis-janvier-2161513.html
[2] https://www.lci.fr/sante/coronavirus-17-mars-17-septembre-il-y-a-six-mois-la-france-se-confinait-face-a-la-pandemie-de-covid-19-qu-a-t-on-appris-du-virus-sars-ncov-2-depuis-2164303.html?utm_medium=Social&utm_source=Twitter#Echobox=1600335786
[2] https://www.lci.fr/sante/en-direct-coronavirus-paandemie-de-covid-19-foyer-originel-du-virus-sars-ncov-wuhan-accueille-son-premier-vol-international-depuis-janvier-2161513.html?utm_medium=Social&utm_source=Twitter#Echobox=1600358956
[2] https://www.lci.fr/sante/coronavirus-17-mars-17-septembre-il-y-a-six-mois-la-france-se-confinait-face-a-la-pandemie-de-covid-19-qu-a-t-on-appris-du-virus-sars-ncov-2-depuis-2164303.html?utm_medium=Social&utm_source=Twitter#Echobox=1600348428
[2] https://www.lci.fr/sante/coronavirus-17-mars-17-septembre-il-y-a-six-mois-la-france-se-confinait-face-a-la-pandemie-de-covid-19-qu-a-t-on-appris-du-virus-sars-ncov-2-depuis-2164303.html?utm_medium=Social&utm_source=Twitter#Echobox=1600335814
[1] https://www.lci.fr/sante/en-direct-coronavirus-paandemie-de-covid-19-foyer-originel-du-virus-sars-ncov-wuhan-accueille-son-premier-vol-international-depuis-janvier-2161513.html?utm_medium=Social&utm_source=Twitter#Echobox=1600348679
[1] https://www.lci.fr/sante/en-direct-covid-19-a-nice-vers-de-nouvelles-mesures-de-restrictions-suivez-les-annonces-2161513.html

Top URLs in Tweet in G7:
[1] https://www.cdc.gov/coronavirus/2019-ncov/need-extra-precautions/people-with-medical-conditions.html#:~:text=Having%20obesity%2C%20defined%20as,from%20COVID%2D19

Top URLs in Tweet in G8:
[13] http://natrom.hatenablog.com/entry/2020/06/15/113000
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2484-idsc/9849-covid19-19-2.html

Top URLs in Tweet in G9:
[2] https://www.sfmu.org/fr/vie-professionnelle/outils-professionnels/alertes-sanitaires/nouveau-coronavirus-2019-ncov-different-des-virus-sars-cov-et-mers-cov-/ale_id/196

Top URLs in Tweet in G10:
[5] https://www.cdc.gov/coronavirus/2019-ncov/downloads/global-covid-19/SARS-CoV-2-Transmission-Metrics.pdf
[1] https://twitter.com/interleukin111/status/1299307555991166976
[1] https://twitter.com/interleukin111/status/1301729874810339328

Top Domains
Top Domains in Tweet in Entire Graph:
[79] nextstrain.org
[63] cdc.gov
[48] scholarsportal.info
[45] lci.fr
[18] gob.es
[17] twitter.com
[13] hatenablog.com
[5] flutrackers.com
[5] nih.gov
[4] naukas.com

Top Domains in Tweet in G1:
[71] nextstrain.org
[5] flutrackers.com
[3] nodexlgraphgallery.org
[1] lci.fr

Top Domains in Tweet in G2:
[18] cdc.gov
[10] gob.es
[7] twitter.com
[7] lci.fr
[3] co.jp
[3] elsevierhealth.com
[2] sciencedirect.com
[2] landtag.de
[2] google.com
[2] urgenciasyemergen.com

Top Domains in Tweet in G3:
[4] cdc.gov
[1] centerforhealthsecurity.org
[1] epa.gov
[1] rki.de

Top Domains in Tweet in G4:
[29] lci.fr

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

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

Top Domains in Tweet in G9:
[2] sfmu.org

Top Domains in Tweet in G10:
[5] cdc.gov
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[188] covid19
[103] sarscov2
[70] opendata
[25] coronavirus
[19] la26
[17] direct
[15] covidー19
[14] covid_19
[13] breaking
[13] newsreport



Top Hashtags in Tweet in G1:
[69] covid19
[67] opendata
[67] sarscov2
[3] coronavirus
[1] direct
[1] wuhan
[1] sars
[1] breaking
[1] newsreport
[1] covid_19

Top Hashtags in Tweet in G2:
[20] covid19
[14] coronavirus
[10] sarscov2
[10] covidー19
[10] sars_cov_2
[10] covid_19
[2] r_blog
[2] meinung
[2] biotech
[1] covid19papers

Top Hashtags in Tweet in G3:
[3] pradham
[3] hiv
[3] gp120
[1] natural
[1] virus
[1] nih
[1] frederick
[1] pseudovirus
[1] sars_cov2
[1] covid19

Top Hashtags in Tweet in G4:
[60] covid19
[19] la26
[16] direct
[7] wuhan
[1] zonerouge
[1] véran
[1] oliviervéran
[1] pointpandémie

Top Hashtags in Tweet in G6:
[1] newyorkprotests
[1] michiganprotest

Top Words
Top Words in Tweet in Entire Graph:
[322] sars
[234] cov
[188] #covid19
[183] covid
[182] ncov
[155] 19
[103] #sarscov2
[90] 2019
[81] virus
[74] thanks

Top Words in Tweet in G1:
[73] thanks
[71] gisaid
[69] #covid19
[67] #opendata
[67] #sarscov2
[66] sharing
[66] we've
[64] nextstrain
[50] sequences
[44] updated

Top Words in Tweet in G2:
[72] sars
[55] cov
[44] ncov
[43] 19
[41] covid
[22] 2019
[21] 2020
[20] #covid19
[19] virus
[18] coronavirus

Top Words in Tweet in G3:
[7] sars
[5] cov
[4] similarity
[3] mcfunny
[3] ephesians6__12
[3] hupperichwerner
[3] #pradham
[3] 'uncanny
[3] unique
[3] inserts

Top Words in Tweet in G4:
[61] lci
[60] #covid19
[54] cas
[54] contacts
[45] olivierveran
[29] sont
[24] faut
[23] annonces
[21] direct
[19] #la26

Top Words in Tweet in G5:
[5] 2019
[3] kstateturk
[3] flitesurgn
[3] andrewlazarus4
[3] frankdelia7
[3] geoffschuler
[3] tsudhonimh
[3] doritmi
[3] crabb_vicki
[3] emartinez78987

Top Words in Tweet in G6:
[11] sars
[11] cov
[9] 30
[9] laboratorium
[9] hcov
[8] coronavirus
[7] ruim
[7] geïsoleerde
[7] stammen
[7] bestaan

Top Words in Tweet in G7:
[3] macunaimaz
[3] coelho7l
[3] ath1abalba
[3] eutrilheiro
[3] mirandasa_
[3] profeborto
[3] ferdinandoperre
[3] radiorockpuro
[3] lookingcritical
[2] stareginarocha

Top Words in Tweet in G8:
[13] fxi9ttsrgrl5hnx
[13] sars
[13] ncov
[13] 2は分離も培養もされています
[13] 他生物で実験しても意味がありません
[13] 検査と病理的
[13] 疫学的な観察をすれば十分である上に得られるものがないからです
[12] sunasaji
[12] 大橋
[3] ダイヤモンドプリンセス号環境検査に関する報告

Top Words in Tweet in G9:
[15] société
[15] française
[15] pédiatrie
[14] edité
[14] par
[14] place
[14] enfant
[14] transmission
[14] sars
[14] cov2

Top Words in Tweet in G10:
[18] 9月2日
[14] interleukin111
[13] co
[12] 国内
[12] 検査陽性率の推移
[12] 5
[12] 陽性率5
[12] 未満を2週間維持
[12] 感染がコントロールされていることを示唆するひとつの指標です
[9] 4

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[196] sars,cov
[127] covid,19
[91] #covid19,#sarscov2
[68] 2019,ncov
[66] thanks,#opendata
[66] #opendata,sharing
[66] sharing,gisaid
[66] gisaid,we've
[60] nextstrain,thanks
[60] sars,ncov

Top Word Pairs in Tweet in G1:
[67] #covid19,#sarscov2
[66] thanks,#opendata
[66] #opendata,sharing
[66] sharing,gisaid
[66] gisaid,we've
[60] nextstrain,thanks
[44] we've,updated
[44] #sarscov2,sequences
[22] we've,added
[22] #sarscov2,seqs

Top Word Pairs in Tweet in G2:
[50] sars,cov
[36] covid,19
[16] 2019,ncov
[11] sars,ncov
[9] #covid19,#covid_19
[9] 09,2020
[8] #coronavirus,#covidー19
[8] #covidー19,#covid19
[8] #covid_19,#sarscov2
[8] #sarscov2,#sars_cov_2

Top Word Pairs in Tweet in G3:
[5] sars,cov
[3] #pradham,'uncanny
[3] 'uncanny,similarity
[3] similarity,unique
[3] unique,inserts
[3] inserts,2019
[3] 2019,ncov
[3] ncov,spike
[3] spike,protein
[3] protein,#hiv

Top Word Pairs in Tweet in G4:
[54] cas,contacts
[40] lci,#covid19
[29] #covid19,olivierveran
[18] olivierveran,cas
[18] contacts,cas
[18] contacts,sont
[18] sont,cas
[18] contacts,faut
[18] faut,assurer
[18] assurer,priorité

Top Word Pairs in Tweet in G5:
[3] flitesurgn,andrewlazarus4
[3] andrewlazarus4,frankdelia7
[3] frankdelia7,geoffschuler
[3] crabb_vicki,emartinez78987
[3] emartinez78987,wendyorent
[3] wendyorent,twitjunkie0124
[3] twitjunkie0124,jaikanta22
[3] provaxtexan,handmadekathy
[3] handmadekathy,mcfunny
[3] smcmenemin,swedishchf

Top Word Pairs in Tweet in G6:
[9] 30,laboratorium
[8] sars,cov
[7] ruim,30
[7] laboratorium,geïsoleerde
[7] geïsoleerde,stammen
[7] stammen,coronavirus
[7] coronavirus,bestaan
[7] bestaan,zeven
[7] zeven,varianten
[7] varianten,die

Top Word Pairs in Tweet in G7:
[3] macunaimaz,coelho7l
[3] coelho7l,ath1abalba
[3] ath1abalba,eutrilheiro
[3] eutrilheiro,mirandasa_
[3] mirandasa_,profeborto
[3] profeborto,ferdinandoperre
[3] ferdinandoperre,radiorockpuro
[3] radiorockpuro,lookingcritical
[2] stareginarocha,macunaimaz

Top Word Pairs in Tweet in G8:
[13] fxi9ttsrgrl5hnx,sars
[13] sars,ncov
[13] ncov,2は分離も培養もされています
[13] 2は分離も培養もされています,他生物で実験しても意味がありません
[13] 他生物で実験しても意味がありません,検査と病理的
[13] 検査と病理的,疫学的な観察をすれば十分である上に得られるものがないからです
[12] sunasaji,fxi9ttsrgrl5hnx
[12] 疫学的な観察をすれば十分である上に得られるものがないからです,大橋
[3] ダイヤモンドプリンセス号環境検査に関する報告,covid
[3] covid,19患者周囲の環境は

Top Word Pairs in Tweet in G9:
[15] société,française
[15] française,pédiatrie
[14] edité,par
[14] par,société
[14] pédiatrie,place
[14] place,enfant
[14] enfant,transmission
[14] transmission,sars
[14] sars,cov2
[14] cov2,données

Top Word Pairs in Tweet in G10:
[12] 国内,検査陽性率の推移
[12] 5,陽性率5
[12] 陽性率5,未満を2週間維持
[12] 未満を2週間維持,感染がコントロールされていることを示唆するひとつの指標です
[12] 感染がコントロールされていることを示唆するひとつの指標です,co
[10] interleukin111,国内
[9] 検査陽性率の推移,9月2日
[9] 9月2日,9月2日
[9] 9月2日,4
[9] 4,2

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@inden_l
@kstateturk
@mickeypearce17
@gisaid
@hiitstoddkraine
@ealturner
@toddeherman
@macunaimaz
@drmwarner

Top Replied-To in G1:
@gisaid
@marieaaow

Top Replied-To in G3:
@kathmarval
@ephesians6__12
@angela_bower
@previouslygo372
@seek_not
@hupperichwerner

Top Replied-To in G5:
@kstateturk
@taoofthedow

Top Replied-To in G6:
@minpres
@usarmy
@wolf_wim

Top Replied-To in G7:
@macunaimaz

Top Replied-To in G8:
@fxi9ttsrgrl5hnx

Top Replied-To in G10:
@ak89681619

Top Mentioned
Top Mentioned in Entire Graph:
@gisaid
@nextstrain
@lci
@olivierveran
@interleukin111
@sfmu_ms
@sunasaji
@fxi9ttsrgrl5hnx
@flutrackers
@lopezgovlaw

Top Mentioned in G1:
@gisaid
@nextstrain
@flutrackers
@marieaaow
@gertvanderhoek
@lci
@taoofthedow
@angela_bower
@donna_in_heaven
@joursansfin

Top Mentioned in G2:
@therealjamesbo7
@alisonblunt
@sdicht
@arudebaran60y
@jpcdelorme
@covid19kau
@berastane
@medical_news_j
@kidkool4u
@druida2011

Top Mentioned in G3:
@mcfunny
@beckyjohnson222
@risettemd
@kixerp
@lauradekker1
@kayvonpaul
@smcwoof
@vilethepro
@landau_18901
@gardeniagal4

Top Mentioned in G4:
@lci
@olivierveran
@tf1lejt

Top Mentioned in G5:
@flitesurgn
@andrewlazarus4
@frankdelia7
@geoffschuler
@tsudhonimh
@doritmi
@crabb_vicki
@emartinez78987
@wendyorent
@twitjunkie0124

Top Mentioned in G6:
@dayarvsvau
@minpres
@usarmy
@rolandbouman
@flaviopasquino
@long_duolin
@marionkoopmans
@jaapvandistel
@vanranstmarc
@hugodejonge

Top Mentioned in G7:
@coelho7l
@ath1abalba
@eutrilheiro
@mirandasa_
@profeborto
@ferdinandoperre
@radiorockpuro
@lookingcritical
@stareginarocha
@macunaimaz

Top Mentioned in G8:
@sunasaji
@fxi9ttsrgrl5hnx
@calico_kater

Top Mentioned in G9:
@sfmu_ms

Top Mentioned in G10:
@interleukin111
@ak89681619

Top Tweeters
Top Tweeters in Entire Graph:
@simanekomama
@pairsonnalitesu
@loupo85
@lopezgovlaw
@matiere
@marialves53
@thehill
@profeborto
@kuins
@radiorockpuro

Top Tweeters in G1:
@viralvideovlogs
@meloniasherban
@anonomouse1981
@iridescentashes
@benhaygood
@antifadisabled
@crof
@yulii_smirnoff
@flutrackers
@agonisti

Top Tweeters in G2:
@pairsonnalitesu
@matiere
@arudebaran60y
@medical_news_j
@hmaegerle
@psycho_doll__
@bonchan1
@johndalton6011
@rogowskibubba
@ffranouche

Top Tweeters in G3:
@eddarrell
@mwforhr
@_mamadeb
@cp24
@beckyjohnson222
@monstercoyliar
@haveaconcern
@mcfunny
@carlsmythe
@geoffschuler

Top Tweeters in G4:
@loupo85
@francemob
@the_best_man_57
@mpassy_jr
@cymaronet
@steffymunch
@dora_chi
@chacha01591
@jardifruit
@rhoneantenne69

Top Tweeters in G5:
@doritmi
@tarrimarkel
@bamajeans24
@frankdelia7
@wendyorent
@charitable_fury
@andrewlazarus4
@tinfoilawards
@itisjustmebabe
@lynnfynn3

Top Tweeters in G6:
@nos
@rolandbouman
@patricksavalle
@usarmy
@wolf_wim
@dayarvsvau
@op1npo
@vanranstmarc
@thierrybaudet
@hugodejonge

Top Tweeters in G7:
@profeborto
@radiorockpuro
@marialcab
@mirandasa_
@mvdsister
@val_ce1
@macunaimaz
@carlapola
@gladyscastanho
@lookingcritical

Top Tweeters in G8:
@nempmx
@gigir
@nevergiveup138
@aula531
@fxi9ttsrgrl5hnx
@sunasaji
@riri73112432
@calico_kater
@mimiumano
@reo2068

Top Tweeters in G9:
@clemchwing
@_newick
@ficusgeant
@rousseau_md
@geralddelarue
@bonnecjames
@revueeric
@sfmu_ms
@droliv81
@veroniquemarco

Top Tweeters in G10:
@takawata19
@yossy89
@poppoab
@standardtherap
@hanaoka1016
@riashuha
@garpmountain
@southfourisland
@adultspotdiffer
@interleukin111


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