SARS-NCOV, Twitter, 9/21/2020 2:22:12 PM, 235597


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SARS-NCOV_2020-09-21_02-12-25.xlsx
SARS-NCOV_2020-09-21_02-12-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 21, 2020
Short Description:
SARS-NCOV via NodeXL https://bit.ly/2RMuSoY
@angela_bower
@enstien4
@lci
@cdcgov
@nextstrain
@gisaid
@_thecooltwin
@linseymarr
@ashishkjha
@j_g_allen

Top hashtags:
#covid19
#sarscov2
#opendata
#coronavirus
#la26
#direct
#covid_19
#covidー19
#sars_cov_2
#sars

Description:
Description
The graph represents a network of 1,050 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 Monday, 21 September 2020 at 09:15 UTC.

The requested start date was Monday, 21 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, 22-hour, 46-minute period from Monday, 07 September 2020 at 00:43 UTC to Sunday, 20 September 2020 at 23:29 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 : 1050
Unique Edges : 983
Edges With Duplicates : 1343
Total Edges : 2326
Number of Edge Types : 5
Retweet : 541
MentionsInRetweet : 1086
Tweet : 198
Mentions : 387
Replies to : 114
Self-Loops : 228
Reciprocated Vertex Pair Ratio : 0.00770847932725999
Reciprocated Edge Ratio : 0.0152990264255911
Connected Components : 212
Single-Vertex Connected Components : 73
Maximum Vertices in a Connected Component : 198
Maximum Edges in a Connected Component : 678
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.795856
Graph Density : 0.00130555177266331
Modularity : 0.580075
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 1,050 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 Monday, 21 September 2020 at 09:15 UTC.

The requested start date was Monday, 21 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, 22-hour, 46-minute period from Monday, 07 September 2020 at 00:43 UTC to Sunday, 20 September 2020 at 23:29 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-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:
[64] https://nextstrain.org/ncov
[29] https://www.cdc.gov/coronavirus/2019-ncov/hcp/testing-overview.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=
[14] https://www.lci.fr/sante/en-direct-covid-19-nouveau-protocole-sanitaire-a-l-ecole-contre-le-coronavirus-2000-classes-fermees-selon-jean-michel-blanquer-2161513.html
[13] http://natrom.hatenablog.com/entry/2020/06/15/113000
[12] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-covid-spreads.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
[5] https://nextstrain.org/ncov/global

Top URLs in Tweet in G1:
[4] https://www.cdc.gov/coronavirus/2019-ncov/hcp/testing-overview.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/how-covid-spreads.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/lab/resources/antigen-tests-guidelines.html?deliveryName=USCDC_2067-DM37553
[1] https://twitter.com/linseymarr/status/1307796947093401608
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/testing-overview.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fhcp%2Fclinical-criteria.html
[1] https://docs.google.com/document/d/1fB5pysccOHvxphpTmCG_TGdytavMmc1cUumn8m0pwzo/edit
[1] https://www.acpjournals.org/doi/10.7326/M20-5008?cookieSet=1
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/faq.html
[1] https://www.who.int/news-room/commentaries/detail/transmission-of-sars-cov-2-implications-for-infection-prevention-precautions
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/testing-overview.html?fbclid=IwAR12B6cCj9_EwhEf1L2YDdtDa87Q4pN5FGqsv9vJdiYHsxiWl_amcAjpWmA

Top URLs in Tweet in G2:
[63] 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://nextstrain.org/ncov/south-america?branchLabel=clade&c=country&f_country=Argentina
[1] 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://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/-2019-ncov-studies-research-academia/893324-eurekalert-study-suggests-substantial-proportion-of-pet-cats-and-dogs-are-infected-with-sars-cov-2-by-their-owners-due-to-presence-of-antibodies-in-their-blood
[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
[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

Top URLs in Tweet in G3:
[8] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/Actualizacion_208_COVID-19.pdf
[7] https://www.cdc.gov/coronavirus/2019-ncov/hcp/testing-overview.html
[5] https://www.lci.fr/sante/en-direct-covid-19-nouveau-protocole-sanitaire-a-l-ecole-contre-le-coronavirus-2000-classes-fermees-selon-jean-michel-blanquer-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://flexikon.doccheck.com/de/2019-nCoV
[1] https://twitter.com/AA_Talbot/status/1302936295279263744
[1] https://www.cdc.gov/coronavirus/2019-ncov/lab/multiplex.html
[1] https://www.fftankclean.com/

Top URLs in Tweet in G4:
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/about-face-coverings.html
[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.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.centerforhealthsecurity.org/resources/COVID-19/COVID-19-fact-sheets/200128-nCoV-whitepaper.pdf

Top URLs in Tweet in G5:
[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
[4] 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
[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=1600335786
[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
[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-nouveau-protocole-sanitaire-a-l-ecole-contre-le-coronavirus-2000-classes-fermees-selon-jean-michel-blanquer-2161513.html

Top URLs in Tweet in G6:
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/testing-overview.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/duration-isolation.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fcommunity%2Fstrategy-discontinue-isolation.html

Top URLs in Tweet in G7:
[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 G8:
[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 G9:
[1] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en

Top URLs in Tweet in G10:
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/testing-overview.html

Top Domains
Top Domains in Tweet in Entire Graph:
[98] cdc.gov
[77] nextstrain.org
[52] scholarsportal.info
[48] lci.fr
[22] twitter.com
[16] gob.es
[13] hatenablog.com
[7] flutrackers.com
[5] who.int
[5] naukas.com

Top Domains in Tweet in G1:
[12] cdc.gov
[1] twitter.com
[1] google.com
[1] acpjournals.org
[1] who.int
[1] biorxiv.org

Top Domains in Tweet in G2:
[68] nextstrain.org
[5] flutrackers.com
[3] nodexlgraphgallery.org
[2] lci.fr

Top Domains in Tweet in G3:
[20] cdc.gov
[11] gob.es
[8] 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 G4:
[4] cdc.gov
[1] epa.gov
[1] centerforhealthsecurity.org

Top Domains in Tweet in G5:
[31] lci.fr

Top Domains in Tweet in G6:
[2] cdc.gov

Top Domains in Tweet in G7:
[2] sfmu.org

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

Top Domains in Tweet in G9:
[1] publichealthontario.ca

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[201] covid19
[101] sarscov2
[68] opendata
[26] coronavirus
[19] la26
[17] direct
[14] covid_19
[13] covidー19
[12] sars_cov_2
[12] sars



Top Hashtags in Tweet in G1:
[1] sars_cov_2
[1] covid19

Top Hashtags in Tweet in G2:
[67] covid19
[64] opendata
[64] sarscov2
[2] coronavirus
[1] direct
[1] wuhan
[1] sars
[1] breaking
[1] newsreport
[1] covid_19

Top Hashtags in Tweet in G3:
[19] covid19
[15] coronavirus
[10] sars_cov_2
[10] covid_19
[9] covidー19
[9] sarscov2
[2] r_blog
[2] meinung
[2] biotech
[1] flu

Top Hashtags in Tweet in G4:
[3] covid19
[3] pradham
[3] hiv
[3] gp120
[2] media
[2] lockdown
[2] bigpharma
[2] conspiracy
[2] thelancet
[1] natural

Top Hashtags in Tweet in G5:
[62] covid19
[19] la26
[16] direct
[7] wuhan
[1] zonerouge
[1] véran
[1] oliviervéran
[1] pointpandémie

Top Hashtags in Tweet in G10:
[1] idtwitter

Top Words
Top Words in Tweet in Entire Graph:
[521] sars
[315] cov
[206] covid
[201] #covid19
[180] ncov
[176] 19
[153] cdcgov
[118] see
[114] finally
[114] scientists

Top Words in Tweet in G1:
[151] cdcgov
[121] sars
[112] finally
[112] scientists
[111] extraordinary
[111] see
[111] acknowledge
[111] linseymarr
[111] j_g_allen
[111] saying

Top Words in Tweet in G2:
[68] thanks
[67] #covid19
[66] gisaid
[64] #opendata
[64] #sarscov2
[63] nextstrain
[63] sharing
[63] we've
[44] sequences
[41] updated

Top Words in Tweet in G3:
[72] sars
[57] cov
[43] 19
[42] ncov
[40] covid
[20] 2020
[19] #covid19
[18] 2019
[18] virus
[15] #coronavirus

Top Words in Tweet in G4:
[8] sars
[5] 2019
[5] ncov
[5] cov
[4] similarity
[4] smcwoof
[4] eddarrell
[4] ianfmusgrave
[4] stopvaxxedlies
[4] ephesians6__12

Top Words in Tweet in G5:
[62] #covid19
[62] lci
[54] cas
[54] contacts
[45] olivierveran
[29] sont
[25] faut
[24] annonces
[22] direct
[19] #la26

Top Words in Tweet in G6:
[31] cov
[24] cdcによるpcrの推奨が変更に
[24] sars
[24] 2感染者への濃厚接触があったら
[24] 症状がなくても検査を推奨する
[24] ことになりました
[24] この場合
[24] 検査陰性でも感染しているとは限らない
[24] 検査陰性でも14日間自己隔離する
[24] とも書かれています

Top Words in Tweet in G7:
[22] société
[22] française
[22] pédiatrie
[21] edité
[21] par
[21] place
[21] enfant
[21] transmission
[21] sars
[21] cov2

Top Words in Tweet in G8:
[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 G10:
[15] sep
[15] 18
[15] cdc
[15] testing
[15] guidelines
[15] update
[15] close
[15] contact
[15] such
[15] within

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[273] sars,cov
[144] covid,19
[111] extraordinary,see
[111] see,cdcgov
[111] cdcgov,finally
[111] finally,acknowledge
[111] acknowledge,scientists
[111] scientists,linseymarr
[111] linseymarr,j_g_allen
[111] j_g_allen,saying

Top Word Pairs in Tweet in G1:
[111] extraordinary,see
[111] see,cdcgov
[111] cdcgov,finally
[111] finally,acknowledge
[111] acknowledge,scientists
[111] scientists,linseymarr
[111] linseymarr,j_g_allen
[111] j_g_allen,saying
[111] saying,months
[111] months,sars

Top Word Pairs in Tweet in G2:
[64] #covid19,#sarscov2
[63] thanks,#opendata
[63] #opendata,sharing
[63] sharing,gisaid
[63] gisaid,we've
[58] nextstrain,thanks
[41] we've,updated
[41] #sarscov2,sequences
[22] we've,added
[22] #sarscov2,seqs

Top Word Pairs in Tweet in G3:
[52] sars,cov
[36] covid,19
[13] 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 G4:
[5] 2019,ncov
[5] sars,cov
[3] #pradham,'uncanny
[3] 'uncanny,similarity
[3] similarity,unique
[3] unique,inserts
[3] inserts,2019
[3] ncov,spike
[3] spike,protein
[3] protein,#hiv

Top Word Pairs in Tweet in G5:
[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 G6:
[24] cdcによるpcrの推奨が変更に,sars
[24] sars,cov
[24] cov,2感染者への濃厚接触があったら
[24] 2感染者への濃厚接触があったら,症状がなくても検査を推奨する
[24] 症状がなくても検査を推奨する,ことになりました
[24] ことになりました,この場合
[24] この場合,検査陰性でも感染しているとは限らない
[24] 検査陰性でも感染しているとは限らない,検査陰性でも14日間自己隔離する
[24] 検査陰性でも14日間自己隔離する,とも書かれています
[23] ryoma_tanaka,cdcによるpcrの推奨が変更に

Top Word Pairs in Tweet in G7:
[22] société,française
[22] française,pédiatrie
[21] edité,par
[21] par,société
[21] pédiatrie,place
[21] place,enfant
[21] enfant,transmission
[21] transmission,sars
[21] sars,cov2
[21] cov2,données

Top Word Pairs in Tweet in G8:
[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 G10:
[15] sep,18
[15] 18,cdc
[15] cdc,testing
[15] testing,guidelines
[15] guidelines,update
[15] update,close
[15] close,contact
[15] contact,such
[15] such,within
[15] within,feet

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@linseymarr
@j_g_allen
@ashishkjha
@gisaid
@nextstrain
@lci
@olivierveran
@ryoma_tanaka
@sfmu_ms

Top Mentioned in G1:
@cdcgov
@linseymarr
@j_g_allen
@ashishkjha
@scottjbecker
@drmt
@uofcahealth
@inquisitivegyn
@carrie_byington
@jljcolorado

Top Mentioned in G2:
@gisaid
@nextstrain
@flutrackers
@gertvanderhoek
@marieaaow
@lci
@taoofthedow
@angela_bower
@donna_in_heaven
@joursansfin

Top Mentioned in G3:
@therealjamesbo7
@arudebaran60y
@jpcdelorme
@covid19kau
@berastane
@medical_news_j
@druida2011

Top Mentioned in G4:
@smcwoof
@eddarrell
@ianfmusgrave
@stopvaxxedlies
@foolsmultiply
@seek_not
@dreadpirrob42
@kelly24403519
@johnmallery10
@haveaconcern

Top Mentioned in G5:
@lci
@olivierveran
@tf1lejt

Top Mentioned in G6:
@ryoma_tanaka
@hichachu

Top Mentioned in G7:
@sfmu_ms

Top Mentioned in G8:
@coelho7l
@ath1abalba
@eutrilheiro
@mirandasa_
@profeborto
@ferdinandoperre
@radiorockpuro
@lookingcritical
@stareginarocha
@macunaimaz

Top Mentioned in G9:
@fatemperor
@venivici27
@justin_hart
@kylamb8
@kerpen
@wespegden
@martinkulldorff
@daniellevitt22
@alistairhaimes
@alexberenson

Top Mentioned in G10:
@sigal_md
@carlosdelrio7

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

Top Tweeters in G1:
@ketaminh
@cnbsnana
@demfromct
@celerycaraway
@theresannn1
@bigforkgirl
@craigmatsuda
@pamelafbrockman
@lululemew
@dabrams2021

Top Tweeters in G2:
@viralvideovlogs
@meloniasherban
@lunera_luz
@anonomouse1981
@iridescentashes
@benhaygood
@antifadisabled
@yulii_smirnoff
@flutrackers
@agonisti

Top Tweeters in G3:
@pairsonnalitesu
@matiere
@arudebaran60y
@medical_news_j
@psycho_doll__
@bonchan1
@johndalton6011
@arabonita_
@rogowskibubba
@ffranouche

Top Tweeters in G4:
@eddarrell
@mwforhr
@_mamadeb
@beckyjohnson222
@monstercoyliar
@haveaconcern
@frankdelia7
@mcfunny
@carlsmythe
@geoffschuler

Top Tweeters in G5:
@loupo85
@francemob
@the_best_man_57
@mpassy_jr
@cymaronet
@steffymunch
@dora_chi
@chacha01591
@jardifruit
@rhoneantenne69

Top Tweeters in G6:
@uchida_kawasaki
@howling18
@araran100
@syakekichi
@standardtherap
@taruntarun2
@karaage13dena48
@chiakin103
@hichachu
@mikimikan77

Top Tweeters in G7:
@kelene_k
@clemchwing
@cyrilliques
@jackievhmedic
@_newick
@ficusgeant
@rousseau_md
@geralddelarue
@bonnecjames
@revueeric

Top Tweeters in G8:
@profeborto
@radiorockpuro
@marialcab
@mirandasa_
@mvdsister
@val_ce1
@macunaimaz
@carlapola
@gladyscastanho
@lookingcritical

Top Tweeters in G9:
@kerpen
@fatemperor
@justin_hart
@kylamb8
@alistairhaimes
@therealarod1984
@alexberenson
@venivici27
@hold2llc
@ianmsc

Top Tweeters in G10:
@auntsophie1
@infectiousdz
@carlosdelrio7
@tesstea
@mejia_bf
@drmoupali
@kidswithstyle
@bigx18
@julioczuniga1
@_stah