SARS-NCOV, Twitter, 1/3/2021 1:06:38 PM, 244704


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SARS-NCOV_2021-01-03_02-00-01.xlsx
SARS-NCOV_2021-01-03_02-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 03, 2021
Short Description:
SARS-NCOV via NodeXL https://bit.ly/2X2iCTY
@trvrb
@cdcgov
@kenn_ffci
@realdonaldtrump
@jeremyfarrar
@mkraju
@urocklive1
@kenmomd
@nextstrain
@bacigalupe

Top hashtags:
#covid19
#sarscov2
#opendata
#coronavirus
#covid
#vaccine
#sars
#corona
#virus
#ncov

Description:
Description
The graph represents a network of 4,566 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 Sunday, 03 January 2021 at 10:05 UTC.

The requested start date was Sunday, 03 January 2021 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 12-day, 12-hour, 17-minute period from Sunday, 20 December 2020 at 01:20 UTC to Friday, 01 January 2021 at 13:38 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 : 4566
Unique Edges : 2583
Edges With Duplicates : 4574
Total Edges : 7157
Number of Edge Types : 5
Retweet : 1930
MentionsInRetweet : 2312
Tweet : 557
Replies to : 700
Mentions : 1658
Self-Loops : 582
Reciprocated Vertex Pair Ratio : 0.00538011695906433
Reciprocated Edge Ratio : 0.0107026523964635
Connected Components : 733
Single-Vertex Connected Components : 297
Maximum Vertices in a Connected Component : 1854
Maximum Edges in a Connected Component : 3538
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 7.264652
Graph Density : 0.000206200503843111
Modularity : 0.614207
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,566 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 Sunday, 03 January 2021 at 10:05 UTC.

The requested start date was Sunday, 03 January 2021 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 12-day, 12-hour, 17-minute period from Sunday, 20 December 2020 at 01:20 UTC to Friday, 01 January 2021 at 13:38 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:
[484] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[292] https://nextstrain.org/ncov/global
[103] https://virological.org/t/preliminary-genomic-characterisation-of-an-emergent-sars-cov-2-lineage-in-the-uk-defined-by-a-novel-set-of-spike-mutations/563
[91] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10084-covid19-28.html
[90] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-emerging-variant.html
[89] https://nextstrain.org/ncov
[78] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10022-491p01.html
[62] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[60] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10087-covid19-29.html
[26] https://sputnikvaccine.com/esp/about-vaccine/

Top URLs in Tweet in G1:
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-emerging-variant.html
[2] https://virological.org/t/preliminary-genomic-characterisation-of-an-emergent-sars-cov-2-lineage-in-the-uk-defined-by-a-novel-set-of-spike-mutations/563
[1] https://nextstrain.org/ncov/global?c=gt-S_439,477,484,501
[1] https://nextstrain.org/groups/neherlab/ncov/S.H69-?c=gt-S_501&dmin=2019-12-04
[1] https://medium.com/@yurideigin/lab-made-cov2-genealogy-through-the-lens-of-gain-of-function-research-f96dd7413748
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/pediatric-hcp.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html
[1] https://twitter.com/gusfcb/status/1341378365245284352

Top URLs in Tweet in G2:
[69] https://virological.org/t/preliminary-genomic-characterisation-of-an-emergent-sars-cov-2-lineage-in-the-uk-defined-by-a-novel-set-of-spike-mutations/563
[39] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10084-covid19-28.html
[38] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10022-491p01.html
[35] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-emerging-variant.html
[20] 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.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[13] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10087-covid19-29.html
[7] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2820%2932661-1%2Ffulltext&rc=0
[6] https://nextstrain.org/ncov/global
[6] https://www.who.int/csr/don/21-december-2020-sars-cov2-variant-united-kingdom/en/

Top URLs in Tweet in G3:
[256] https://nextstrain.org/ncov/global

Top URLs in Tweet in G4:
[12] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-emerging-variant.html
[8] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/scientific-brief-emerging-variants.html
[1] https://virological.org/t/preliminary-genomic-characterisation-of-an-emergent-sars-cov-2-lineage-in-the-uk-defined-by-a-novel-set-of-spike-mutations/563
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[1] https://nextstrain.org/groups/neherlab/ncov/S.N501?c=gt-S_501,69&p=grid&r=country

Top URLs in Tweet in G5:
[4] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html

Top URLs in Tweet in G6:
[28] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10087-covid19-29.html
[22] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10084-covid19-28.html
[12] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10022-491p01.html
[8] https://niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10022-491p01.html?fbclid=IwAR00f8DsdsmwVZsqQa01YxV5wc41oCnfxEpoDc088-_HgCDm2UX5rmOSxys
[5] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-emerging-variant.html
[4] https://www.niid.go.jp/niid/images/iasr/2021/1/491p01f01.gif
[4] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10022-491p01.html?fbclid=IwAR00f8DsdsmwVZsqQa01YxV5wc41oCnfxEpoDc088-_HgCDm2UX5rmOSxys
[2] https://nextstrain.org/ncov/global
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[1] https://virological.org/t/preliminary-genomic-characterisation-of-an-emergent-sars-cov-2-lineage-in-the-uk-defined-by-a-novel-set-of-spike-mutations/563

Top URLs in Tweet in G7:
[89] https://nextstrain.org/ncov
[4] https://nextstrain.org/ncov/global
[2] https://nextstrain.org/ncov/africa
[2] https://nextstrain.org/ncov/north-america
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[1] https://twitter.com/DeanBaker13/status/1344728234814894080
[1] https://nextstrain.org/ncov/global?c=country&d=map&p=full&r=division
[1] https://twitter.com/trvrb/status/1340409968818671616
[1] https://virological.org/t/preliminary-genomic-characterisation-of-an-emergent-sars-cov-2-lineage-in-the-uk-defined-by-a-novel-set-of-spike-mutations/563
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10087-covid19-29.html

Top URLs in Tweet in G8:
[16] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[6] https://www.americanthinker.com/blog/2020/12/the_vaccine_shows_that_for_democrats_politics_always_override_principles.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/mrna.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/lab/grows-virus-cell-culture.html
[1] https://www.washingtontimes.com/news/2020/apr/27/anthony-fauci-should-explain-37-million-wuhan-labo/

Top URLs in Tweet in G9:
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html

Top URLs in Tweet in G10:
[23] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[2] 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://www.healthaffairs.org/doi/10.1377/hlthaff.2020.00818?cookieSet=1
[1] https://www.sciencedirect.com/science/article/pii/S0140673620311429?fbclid=IwAR3F6W6p9nna_1Y3_rSRCYxfDjFp9-REFr7k-U5SA4VPzqjVoiOziijhw9Q
[1] https://files.fast.ai/papers/masks_lit_review.pdf
[1] https://threadreaderapp.com/thread/1330874032795901953.html
[1] https://elemental.medium.com/six-feet-is-not-enough-and-15-minutes-is-too-long-69071e5750d2?gi=sd
[1] https://med.stanford.edu/news/all-news/2020/06/stanford-scientists-contribute-to-who-mask-guidelines.html
[1] https://www.healthline.com/health-news/the-simple-science-behind-why-masks-work
[1] https://www.researchgate.net/publication/342198360_Association_of_country-wide_coronavirus_mortality_with_demographics_testing_lockdowns_and_public_wearing_of_masks_Update_June_15_2020

Top Domains
Top Domains in Tweet in Entire Graph:
[742] cdc.gov
[456] nextstrain.org
[263] go.jp
[106] virological.org
[52] sputnikvaccine.com
[45] twitter.com
[40] principia-scientific.com
[40] scholarsportal.info
[39] who.int
[28] nature.com

Top Domains in Tweet in G1:
[4] cdc.gov
[2] nextstrain.org
[2] virological.org
[1] medium.com
[1] twitter.com

Top Domains in Tweet in G2:
[101] go.jp
[80] cdc.gov
[71] virological.org
[40] scholarsportal.info
[16] nextstrain.org
[15] twitter.com
[10] nih.gov
[9] elsevierhealth.com
[7] ne.jp
[6] tweetedtimes.com

Top Domains in Tweet in G3:
[256] nextstrain.org

Top Domains in Tweet in G4:
[21] cdc.gov
[1] virological.org
[1] nextstrain.org

Top Domains in Tweet in G5:
[4] cdc.gov

Top Domains in Tweet in G6:
[80] go.jp
[8] cdc.gov
[4] nextstrain.org
[1] virological.org
[1] nikkan-gendai.com

Top Domains in Tweet in G7:
[99] nextstrain.org
[2] twitter.com
[2] cdc.gov
[1] virological.org
[1] go.jp
[1] finlaymagui.re

Top Domains in Tweet in G8:
[21] cdc.gov
[6] americanthinker.com
[1] washingtontimes.com

Top Domains in Tweet in G9:
[1] cdc.gov

Top Domains in Tweet in G10:
[24] cdc.gov
[2] nature.com
[1] healthaffairs.org
[1] sciencedirect.com
[1] fast.ai
[1] threadreaderapp.com
[1] medium.com
[1] stanford.edu
[1] healthline.com
[1] researchgate.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[211] covid19
[123] sarscov2
[89] opendata
[41] coronavirus
[40] covid
[37] vaccine
[36] sars
[34] corona
[33] virus
[32] ncov



Top Hashtags in Tweet in G1:
[1] covid19
[1] sars
[1] cov2
[1] ncov
[1] virology
[1] gainoffunction
[1] gof
[1] wuhan
[1] wiv
[1] bced

Top Hashtags in Tweet in G2:
[38] covid19
[29] sarscov2
[4] sars
[4] uk
[4] covid19papers
[3] sars_cov_2
[2] coronavirus
[2] covidvaccine
[2] covid
[2] variant

Top Hashtags in Tweet in G3:
[1] coronamaatregelen
[1] coronavirus

Top Hashtags in Tweet in G7:
[89] opendata
[89] covid19
[89] sarscov2
[3] sars_cov_2
[1] lol
[1] thereisnodebate
[1] ncov_2019

Top Hashtags in Tweet in G10:
[1] cdc

Top Words
Top Words in Tweet in Entire Graph:
[1890] cov
[1697] sars
[519] paar
[518] reduce
[448] virus
[435] genomic
[425] vaccine
[419] ncov
[414] cdc
[373] uk

Top Words in Tweet in G1:
[305] concerned
[305] variants
[305] significantly
[305] reduce
[305] vaccine
[305] efficacy
[305] 2021
[305] rollout
[304] trvrb
[304] circul

Top Words in Tweet in G2:
[355] cov
[282] sars
[141] genomic
[134] ncov
[104] 2019
[83] uk
[83] covid
[82] coronavirus
[82] 19
[76] novel

Top Words in Tweet in G3:
[512] paar
[256] wil
[256] men
[256] nog
[256] mutaties
[256] sars
[256] cov
[256] virus
[256] heb
[256] nòg

Top Words in Tweet in G4:
[195] sars
[195] cov
[170] genomic
[169] preliminary
[169] characterisation
[169] emergent
[169] lineage
[169] uk
[169] defined
[169] novel

Top Words in Tweet in G5:
[176] cdc
[175] community
[175] masking
[175] reduce
[175] spread
[175] sars
[175] cov
[175] mkraju
[174] experimental
[174] epidemiological

Top Words in Tweet in G6:
[157] cov
[94] 感染性の増加が懸念されるsars
[59] 2020
[59] 12
[52] 新型コロナウイルスsars
[51] 2のゲノム分子疫学調査
[50] 2新規変異株について
[45] 2020年10月26日現在
[45] 後者なら現在冬の北半球のさらなる脅威となり
[45] 変異がrbd領域に多い事からはその可能性が高いのかもしれません

Top Words in Tweet in G7:
[101] nextstrain
[95] sequences
[94] thanks
[94] gisaid
[89] #opendata
[89] sharing
[89] we've
[89] updated
[89] #covid19
[89] #sarscov2

Top Words in Tweet in G8:
[12] cdc
[11] vaccine
[10] thehill
[10] gt
[9] sars
[9] aka
[9] covid
[7] issue
[6] ap
[6] years

Top Words in Tweet in G9:
[3] jencages
[2] politicspot
[2] gopkleptocrat
[2] concernedinpv
[2] kubej9
[2] slimjimjohn1
[2] kent_nye
[2] _kel_varnsen_
[2] gurleysgrl
[2] raginxcajun

Top Words in Tweet in G10:
[10] masks
[10] realdonaldtrump
[6] cdc
[6] science
[5] mzanona
[4] work
[4] studies
[4] marcorubio
[4] co
[3] data

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1530] sars,cov
[322] genomic,characterisation
[321] preliminary,genomic
[320] characterisation,emergent
[319] lineage,uk
[318] variants,significantly
[318] significantly,reduce
[318] reduce,vaccine
[318] vaccine,efficacy
[318] efficacy,2021

Top Word Pairs in Tweet in G1:
[305] concerned,variants
[305] variants,significantly
[305] significantly,reduce
[305] reduce,vaccine
[305] vaccine,efficacy
[305] efficacy,2021
[305] 2021,rollout
[304] trvrb,concerned
[304] rollout,circul
[19] sars,cov

Top Word Pairs in Tweet in G2:
[255] sars,cov
[72] ncov,2019
[71] genomic,characterisation
[70] preliminary,genomic
[70] cov,lineage
[70] defined,novel
[70] novel,set
[70] set,spike
[70] 2019,genomic
[69] characterisation,emergent

Top Word Pairs in Tweet in G3:
[256] wil,men
[256] men,nog
[256] nog,paar
[256] paar,mutaties
[256] mutaties,sars
[256] sars,cov
[256] cov,virus
[256] virus,heb
[256] heb,nòg
[256] nòg,paar

Top Word Pairs in Tweet in G4:
[195] sars,cov
[169] preliminary,genomic
[169] genomic,characterisation
[169] characterisation,emergent
[169] emergent,sars
[169] cov,lineage
[169] lineage,uk
[169] uk,defined
[169] defined,novel
[169] novel,set

Top Word Pairs in Tweet in G5:
[175] spread,sars
[175] sars,cov
[174] cdc,experimental
[174] experimental,epidemiological
[174] epidemiological,data
[174] data,support
[174] support,community
[174] community,masking
[174] masking,reduce
[174] reduce,spread

Top Word Pairs in Tweet in G6:
[94] 感染性の増加が懸念されるsars,cov
[58] 2020,12
[52] 新型コロナウイルスsars,cov
[51] cov,2のゲノム分子疫学調査
[50] cov,2新規変異株について
[45] 2のゲノム分子疫学調査,2020年10月26日現在
[45] 後者なら現在冬の北半球のさらなる脅威となり,変異がrbd領域に多い事からはその可能性が高いのかもしれません
[45] 変異がrbd領域に多い事からはその可能性が高いのかもしれません,日本では症例の1割でウイルスの遺伝子解析が行われていると記載されています
[45] 日本では症例の1割でウイルスの遺伝子解析が行われていると記載されています,感染性の増加が懸念されるsars
[44] influenzer3,後者なら現在冬の北半球のさらなる脅威となり

Top Word Pairs in Tweet in G7:
[89] thanks,#opendata
[89] #opendata,sharing
[89] sharing,gisaid
[89] gisaid,we've
[89] we've,updated
[89] #covid19,#sarscov2
[89] #sarscov2,sequences
[84] nextstrain,thanks
[24] updated,4534
[24] 4534,#covid19

Top Word Pairs in Tweet in G8:
[6] years,concern
[6] concern,gmo
[6] gmo,genetic
[6] genetic,modify
[6] modify,foods
[6] foods,issue
[6] issue,mrna
[6] mrna,cdc
[6] cdc,vaccine
[6] vaccine,control

Top Word Pairs in Tweet in G9:
[2] kubej9,slimjimjohn1
[2] slimjimjohn1,kent_nye
[2] kent_nye,_kel_varnsen_
[2] _kel_varnsen_,gurleysgrl
[2] gurleysgrl,raginxcajun
[2] raginxcajun,jencages
[2] jencages,cloudzzz757
[2] cloudzzz757,r0xie_f0x
[2] r0xie_f0x,hrt6017

Top Word Pairs in Tweet in G10:
[4] masks,work
[2] sars,ncov

Top Replied-To
Top Replied-To in Entire Graph:
@conserveducate
@cdcgov
@robinmonotti
@andyhrovat
@rubengodofredo
@jerry__grey
@ms_mariab
@michaeldferrell
@daljeanis
@yinonw

Top Replied-To in G1:
@kinderpsych
@freespiritus

Top Replied-To in G4:
@revelater1963
@stollovo

Top Replied-To in G5:
@calirighty
@rimer_chris

Top Replied-To in G6:
@huffpostjapan
@covid_19_info_

Top Replied-To in G7:
@tometotom
@potatoes187
@frederi63006317
@muffingenocide

Top Replied-To in G8:
@trumpcard_14
@thehill
@mraph_
@pussyliqqer
@lindagr77140570
@antonnortivirus
@ouyevolitub
@queenb4q1
@bajanjean
@washingtonpost

Top Replied-To in G9:
@nobodyinco
@kubej9

Top Replied-To in G10:
@marcorubio
@theraperhimself
@balticmatt
@hankgritt1
@sherifsister
@gingernevil1
@riff_raff2020
@chadbra82400984
@kleingeldjan
@ogieoglethorpe6

Top Mentioned
Top Mentioned in Entire Graph:
@trvrb
@hommel_b
@mkraju
@jeremyfarrar
@nextstrain
@tveitdal
@gisaid
@cdcgov
@firefoxx66
@influenzer3

Top Mentioned in G1:
@trvrb
@alexbolze
@isabelvillalon1
@galileocheng
@sortex
@kinderpsych
@firefoxx66
@jcbarret
@richardneher
@cdcgov

Top Mentioned in G2:
@coronav56327011
@irryzard
@nposfss_event
@p_g_
@basedehoy
@bal_since_2020

Top Mentioned in G3:
@hommel_b

Top Mentioned in G4:
@jeremyfarrar
@dmaccannell
@wolfmannotjack
@stollovo
@trvrb
@danieltuijnman
@ingridpinxteren

Top Mentioned in G5:
@mkraju
@bearyphan
@endracismbancnn
@chargrille
@17vwr
@trvrb

Top Mentioned in G6:
@influenzer3
@kenmomd
@tkatsumi06j
@osamu_jinguji
@covid_19_info_
@uwemon
@abmtbyb4
@priamalfear
@doroido2020
@_666_ghe_tto_

Top Mentioned in G7:
@nextstrain
@gisaid
@andersonbrito_
@finlaym
@mdhealthdept
@nicd_sa
@marieaaow
@trvrb
@govlarryhogan
@lunera_luz

Top Mentioned in G8:
@thehill
@ap
@cdc
@nypost
@newsmax
@us_fda
@oann
@americanthinker
@fdrlst
@washingtonpost

Top Mentioned in G9:
@jencages
@politicspot
@gopkleptocrat
@concernedinpv
@slimjimjohn1
@kent_nye
@_kel_varnsen_
@gurleysgrl
@raginxcajun
@cloudzzz757

Top Mentioned in G10:
@realdonaldtrump
@mzanona
@davenewworld_2
@kamalaharris
@marcorubio
@tomfitton
@iamnotsamsmith
@stephsmundo
@jodispissed8645
@progressive_va

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@simanekomama
@kompascom
@jurylady5
@myfavoritescene
@ecodaren
@matiere
@lopezgovlaw
@washiro
@inabster

Top Tweeters in G1:
@inabster
@padakitty
@menabster
@magicdmw
@cwharlow
@southerngemgal
@uncleree1
@joshuajreynold1
@ks_1968
@pink1963dsw

Top Tweeters in G2:
@matiere
@hiruandon89
@gooochin
@halpal02_mof28
@pearlfectchassi
@rwang0
@suuueee_chao0
@seqcomplete
@bakegaki
@kokikokiya

Top Tweeters in G3:
@angiewebcam
@jackmarsman
@lambert_pp
@diggrich_
@ericjorem
@twittbot001
@visuele
@anjamekenkamp
@bpalust
@edkloosterhuis

Top Tweeters in G4:
@serendipitysays
@coronaupdatebot
@jorichardskent
@timmymalachi
@meljmcd
@euphoriceuler
@pro4tlzz
@andymoz78
@zuperpie
@darthmamashark

Top Tweeters in G5:
@missb62
@inspiteoftrump
@brontyman
@antipandemonium
@tallyannae
@llama_strudel
@teetweetshere
@bexxmodd
@monicarivpin
@debbie_dease

Top Tweeters in G6:
@toneunga3
@cao58020
@noriesun
@harycurl
@10coisunyanta
@cordwainerscat
@uchida_kawasaki
@hajime602
@fearless_taisho
@jinensai

Top Tweeters in G7:
@markplackett1
@viralvideovlogs
@mtnbvan
@lunera_luz
@lizl_genealogy
@impeachbdevos
@roundlike
@kerorrin
@coacheshotseat
@ezekiel

Top Tweeters in G8:
@thehill
@kuins
@economictimes
@washingtonpost
@nypost
@cnn
@washtimes
@ap
@weblollipop1
@kenn_ffci

Top Tweeters in G9:
@chholte
@rickysi16087724
@vickie627
@mrfly187
@ladyoftheocean1
@mongo3804
@42gnome
@medwoman1
@rpcovit
@katgal2

Top Tweeters in G10:
@rootbrian_
@kenny_sowellfan
@tonyposnanski
@jojofromjerz
@progressive_va
@irishrygirl
@belle4beau
@realdonaldtrump
@tomfitton
@speakertimjones


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