SARS-NCOV, Twitter, 4/10/2021 3:08:11 PM, 252539


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SARS-NCOV_2021-04-10_04-12-01.xlsx
SARS-NCOV_2021-04-10_04-12-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 10, 2021
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3fW2bmZ
@kathmarval
@100dianne
@ladyjustice1312
@nextstrain
@uwemon
@gisaid
@fillmorewhite
@fukukittykobe
@carpe_diem0820
@gordonrlove

Top hashtags:
#covid19
#sarscov2
#opendata
#sars
#asap
#rtalb
#faucihero
#sars_cov_2
#breaking

Description:
Description
The graph represents a network of 2,433 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 Saturday, 10 April 2021 at 11:14 UTC.

The requested start date was Saturday, 10 April 2021 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, 13-hour, 6-minute period from Saturday, 27 March 2021 at 00:31 UTC to Friday, 09 April 2021 at 13:37 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 : 2433
Unique Edges : 1393
Edges With Duplicates : 2649
Total Edges : 4042
Number of Edge Types : 5
Tweet : 383
Mentions : 1171
Retweet : 1006
MentionsInRetweet : 1181
Replies to : 301
Self-Loops : 406
Reciprocated Vertex Pair Ratio : 0.00364630811303555
Reciprocated Edge Ratio : 0.0072661217075386
Connected Components : 488
Single-Vertex Connected Components : 185
Maximum Vertices in a Connected Component : 371
Maximum Edges in a Connected Component : 996
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.079646
Graph Density : 0.000372144525926407
Modularity : 0.569647
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,433 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 Saturday, 10 April 2021 at 11:14 UTC.

The requested start date was Saturday, 10 April 2021 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, 13-hour, 6-minute period from Saturday, 27 March 2021 at 00:31 UTC to Friday, 09 April 2021 at 13:37 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:
[133] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html
[66] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[57] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fmore%2Fmasking-science-sars-cov2.html
[55] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10280-covid19-41.html
[52] https://nextstrain.org/ncov
[47] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10188-493p02.html
[33] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/scientific-brief-sars-cov-2.html
[30] https://www.minsal.cl/nuevo-coronavirus-2019-ncov/informe-epidemiologico-covid-19/
[25] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900628-0%2Ffulltext&rc=0
[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=

Top URLs in Tweet in G1:
[52] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html
[17] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900628-0%2Ffulltext&rc=0
[11] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10280-covid19-41.html
[8] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10220-covid19-36.html
[6] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10188-493p02.html
[5] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2484-idsc/10280-covid19-41.html
[5] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2900628-0%2Ffulltext%3Fdgcid%3Draven_jbs_etoc_email&rc=0
[4] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/scientific-brief-emerging-variants.html
[3] 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
[3] https://apps.who.int/iris/bitstream/handle/10665/332197/WHO-2019-nCoV-FAQ-Virus_origin-2020.1-eng.pdf

Top URLs in Tweet in G2:
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/scientific-brief-sars-cov-2.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fmore%2Fscientific-brief-sars-cov-2.html

Top URLs in Tweet in G3:
[2] https://www.cdc.gov/coronavirus/2019-ncov/lab/grows-virus-cell-culture.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fmore%2Fmasking-science-sars-cov2.html
[1] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en
[1] https://www.mja.com.au/journal/2020/212/10/isolation-and-rapid-sharing-2019-novel-coronavirus-sars-cov-2-first-patient
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7036342/
[1] https://www.scimex.org/newsfeed/lab-that-first-isolated-coronavirus-in-australia-shares-how-it-was-done
[1] https://theconversation.com/i-study-viruses-how-our-team-isolated-the-new-coronavirus-to-fight-the-global-pandemic-133675

Top URLs in Tweet in G4:
[8] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/scientific-brief-sars-cov-2.html
[7] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/variant-proportions.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fmore%2Fmasking-science-sars-cov2.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/scientific-brief-sars-cov-2.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fmore%2Fscientific-brief-sars-cov-2.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[2] https://medical.mit.edu/covid-19-updates/2020/07/do-cloth-masks-work
[2] https://www.mayoclinic.org/diseases-conditions/coronavirus/in-depth/coronavirus-mask/art-20485449
[2] https://www.hopkinsmedicine.org/health/conditions-and-diseases/coronavirus/coronavirus-face-masks-what-you-need-to-know
[2] https://theconversation.com/covid-19-masks-faqs-how-can-cloth-stop-a-tiny-virus-whats-the-best-fabric-do-they-protect-the-wearer-146822

Top URLs in Tweet in G5:
[16] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10280-covid19-41.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/variant-proportions.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/variant-surveillance/variant-info.html
[2] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/9714-485p02.html
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10188-493p02.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/community/disinfecting-building-facility.html
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2484-idsc/9849-covid19-19-2.html
[1] https://twitter.com/carpe_diem0820/status/1364704808385482752
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10261-covid19-39.html
[1] https://twitter.com/carpe_diem0820/status/1359639256637968386

Top URLs in Tweet in G6:
[6] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/scientific-brief-sars-cov-2.html

Top URLs in Tweet in G7:
[52] https://nextstrain.org/ncov
[3] https://nextstrain.org/ncov/south-america
[2] https://nextstrain.org/ncov/oceania
[2] https://nextstrain.org/ncov/africa
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10188-493p02.html
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/10280-covid19-41.html

Top URLs in Tweet in G8:
[1] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/disinfecting-your-home.html

Top URLs in Tweet in G9:
[2] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html

Top URLs in Tweet in G10:
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fmore%2Fmasking-science-sars-cov2.html

Top Domains
Top Domains in Tweet in Entire Graph:
[469] cdc.gov
[138] go.jp
[63] nextstrain.org
[48] scholarsportal.info
[43] elsevierhealth.com
[30] minsal.cl
[23] nih.gov
[22] twitter.com
[18] medrxiv.org
[16] nature.com

Top Domains in Tweet in G1:
[82] cdc.gov
[39] go.jp
[28] elsevierhealth.com
[15] nih.gov
[5] twitter.com
[5] who.int
[4] medrxiv.org
[4] linkedin.com
[3] vitalmedi.de
[3] ne.jp

Top Domains in Tweet in G2:
[3] cdc.gov

Top Domains in Tweet in G3:
[3] cdc.gov
[1] publichealthontario.ca
[1] com.au
[1] nih.gov
[1] scimex.org
[1] theconversation.com

Top Domains in Tweet in G4:
[35] cdc.gov
[2] nature.com
[2] mit.edu
[2] mayoclinic.org
[2] hopkinsmedicine.org
[2] theconversation.com
[1] twitter.com
[1] goldmansachs.com
[1] ucsf.edu
[1] pnas.org

Top Domains in Tweet in G5:
[22] go.jp
[11] cdc.gov
[3] twitter.com
[2] elsevierhealth.com

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

Top Domains in Tweet in G7:
[59] nextstrain.org
[2] go.jp

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[110] covid19
[81] sarscov2
[51] opendata
[23] sars
[20] asap
[15] rtalb
[13] faucihero
[12] sars_cov_2
[12] breaking
[12] newsreport



Top Hashtags in Tweet in G1:
[13] rtalb
[4] coronavirus
[4] covid19
[3] schnelltest
[3] verfolgung
[2] covid
[2] azd1222
[2] vaccin
[2] 変異株
[2] testergebnis

Top Hashtags in Tweet in G2:
[1] covidisairborne

Top Hashtags in Tweet in G4:
[5] precisionpublichealth
[1] covidisairborne
[1] covid19usvariants
[1] covid19
[1] publichealth
[1] pandemic

Top Hashtags in Tweet in G5:
[1] covid19

Top Hashtags in Tweet in G6:
[2] svpol
[2] corona
[1] coronasverige
[1] covid19
[1] covidisairborne
[1] covid19sverige

Top Hashtags in Tweet in G7:
[51] opendata
[51] covid19
[51] sarscov2
[2] pathwest
[1] royalprincealfredhospital
[1] cidmph

Top Words
Top Words in Tweet in Entire Graph:
[1167] cov
[1120] sars
[387] cdc
[291] 19
[268] ncov
[257] transmission
[198] surface
[194] covid
[188] fomite
[184] virus

Top Words in Tweet in G1:
[198] cov
[195] sars
[76] ncov
[61] 19
[59] transmission
[56] cdc
[51] surface
[48] chadox1
[46] fomite
[44] vaccine

Top Words in Tweet in G2:
[159] d'infection
[157] cote_science
[99] sars
[99] cov
[97] fomites
[97] 10
[97] 000
[96] cdc
[96] risque
[96] par

Top Words in Tweet in G3:
[12] sars
[11] ncov
[9] carlsmythe
[9] mcfunny
[9] barryjohnreid21
[8] monstercoyliar
[8] chris_f_carson
[8] jrjhealey
[8] jaikanta22
[8] angelifrankie

Top Words in Tweet in G4:
[29] sars
[28] cov
[22] cdcgov
[22] transmission
[18] cdc
[12] associated
[11] infected
[10] people
[10] virus
[10] community

Top Words in Tweet in G5:
[95] cov
[52] sars
[34] uwemon
[34] ワクチン本当に日本でもイスラエルと同様の効果が期待できるのだろうか
[34] このe484k単独でワクチンは無効化されないが
[34] 少なからず効果が減弱する可能性が指摘
[34] 新型コロナウイルスsars
[34] spikeタンパク質
[34] e484k変異を有するb
[25] carpe_diem0820

Top Words in Tweet in G6:
[67] sars
[67] cov
[63] transmission
[62] fomite
[46] surface
[45] cdc
[45] science
[45] brief
[43] munskydd
[43] är

Top Words in Tweet in G7:
[61] thanks
[55] gisaid
[52] updated
[51] #opendata
[51] sharing
[51] #covid19
[51] #sarscov2
[46] we've
[44] nextstrain
[40] sequences

Top Words in Tweet in G8:
[56] jest
[55] powietrze
[55] główną
[55] droga
[55] rozprzestrzeniania
[55] się
[55] wirusa
[55] sars
[55] cov
[55] jednak

Top Words in Tweet in G9:
[2] musclebalancing
[2] bassistold
[2] alawnguy
[2] jetson77
[2] synyster63
[2] ethanolfree90
[2] topleveltroll3
[2] sun58valencia
[2] fishngritz21
[2] gigibuddapdx

Top Words in Tweet in G10:
[2] studies
[2] covid
[2] 19

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1030] sars,cov
[157] fomite,transmission
[145] 10,000
[144] cov,surface
[144] ncov,19
[143] science,brief
[140] covid,19
[135] surface,fomite
[135] chadox1,ncov
[128] brief,sars

Top Word Pairs in Tweet in G1:
[187] sars,cov
[46] chadox1,ncov
[46] ncov,19
[43] fomite,transmission
[39] science,brief
[39] cov,surface
[39] surface,fomite
[39] transmission,indoor
[39] indoor,community
[39] community,environments

Top Word Pairs in Tweet in G2:
[99] sars,cov
[97] 10,000
[96] cdc,risque
[96] risque,d'infection
[96] d'infection,par
[96] par,sars
[96] cov,fomites
[96] fomites,faible
[96] faible,généralement
[96] généralement,inférieur

Top Word Pairs in Tweet in G3:
[8] and_nothingelse,hcornea
[8] hcornea,monstatofu
[8] monstatofu,houseofgab
[8] chrisjohnsonmd,lysandergrant
[8] awithonelison,_mamadeb
[8] kayvonpaul,stopvaxxedlies
[8] stopvaxxedlies,beckyjohnson222
[8] beckyjohnson222,death_is_final
[8] death_is_final,macbaird13
[8] macbaird13,100dianne

Top Word Pairs in Tweet in G4:
[28] sars,cov
[10] people,infected
[9] principal,mode
[9] mode,people
[9] infected,sars
[9] person,learning
[9] learning,schools
[9] schools,associated
[9] associated,substantial
[9] substantial,community

Top Word Pairs in Tweet in G5:
[47] sars,cov
[34] ワクチン本当に日本でもイスラエルと同様の効果が期待できるのだろうか,このe484k単独でワクチンは無効化されないが
[34] このe484k単独でワクチンは無効化されないが,少なからず効果が減弱する可能性が指摘
[34] 少なからず効果が減弱する可能性が指摘,新型コロナウイルスsars
[34] 新型コロナウイルスsars,cov
[34] cov,spikeタンパク質
[34] spikeタンパク質,e484k変異を有するb
[33] uwemon,ワクチン本当に日本でもイスラエルと同様の効果が期待できるのだろうか
[22] 感染,伝播性の増加や抗原性の変化が懸念される
[22] 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

Top Word Pairs in Tweet in G6:
[67] sars,cov
[62] fomite,transmission
[45] science,brief
[45] brief,sars
[45] cov,surface
[45] surface,fomite
[42] munskydd,är
[42] är,långt
[42] långt,viktigare
[42] viktigare,än

Top Word Pairs in Tweet in G7:
[51] thanks,#opendata
[51] #opendata,sharing
[51] sharing,gisaid
[51] #covid19,#sarscov2
[46] gisaid,we've
[46] we've,updated
[44] nextstrain,thanks
[35] #sarscov2,sequences
[16] #sarscov2,seqs
[10] updated,11073

Top Word Pairs in Tweet in G8:
[55] powietrze,jest
[55] jest,główną
[55] główną,droga
[55] droga,rozprzestrzeniania
[55] rozprzestrzeniania,się
[55] się,wirusa
[55] wirusa,sars
[55] sars,cov
[55] cov,jednak
[55] jednak,zakażenia

Top Word Pairs in Tweet in G9:
[2] bassistold,alawnguy
[2] alawnguy,jetson77
[2] jetson77,synyster63
[2] topleveltroll3,sun58valencia
[2] sun58valencia,fishngritz21
[2] fishngritz21,gigibuddapdx
[2] gigibuddapdx,thumper18560818
[2] thumper18560818,vincegottalotta
[2] catlady111310,saline_trick
[2] saline_trick,philipemskinne1

Top Word Pairs in Tweet in G10:
[2] covid,19

Top Replied-To
Top Replied-To in Entire Graph:
@burgerlab12
@jrjhealey
@polyands
@_mickydicky
@msabouri
@hold2llc
@peterpham
@realsmitchell
@treemanclarke
@florian83616025

Top Replied-To in G3:
@burgerlab12
@jrjhealey
@monstercoyliar
@6x10e23
@thesmartest1uno
@andylumm
@goosedancer
@mcfunny
@stickystock81

Top Replied-To in G4:
@voguemagazine
@judahworldchamp
@saskiapopescu
@prasadkasibhat1
@don_milton
@profcharleshaas
@kprather88
@danaparish
@snarkymi
@mayorhaviddolt

Top Replied-To in G5:
@ygjumi

Top Replied-To in G6:
@xermark1

Top Replied-To in G9:
@musclebalancing
@ethanolfree90

Top Replied-To in G10:
@narvuntien

Top Mentioned
Top Mentioned in Entire Graph:
@cote_science
@gisaid
@k_pyrc
@nextstrain
@sofius
@aparanjape
@uwemon
@calcijp
@censelio
@thelancet

Top Mentioned in G1:
@shadyneutron
@cadena_noticias
@contraapostasia
@raycy
@mja_editor
@bib311lio
@denk24info
@9696196chan
@drericlevi

Top Mentioned in G2:
@cote_science
@mjb302

Top Mentioned in G3:
@carlsmythe
@barryjohnreid21
@chris_f_carson
@jaikanta22
@mcfunny
@angelifrankie
@blaineillimatta
@swedishchf
@irishman7771
@nyob7714

Top Mentioned in G4:
@cdcgov
@pooyakazemi1983
@collignonpeter
@kprather88
@muinjkhoury
@akm5376
@jljcolorado
@linseymarr
@don_milton
@corsiaq

Top Mentioned in G5:
@uwemon
@carpe_diem0820
@takainou_0907
@hichachu
@0406magi
@hoakin_inf
@_go_blank

Top Mentioned in G6:
@sofius
@emilbergholtz
@folkhalsomynd
@vetcov19
@toknell
@kaptenadhoc
@nikize0

Top Mentioned in G7:
@gisaid
@nextstrain
@ibv_csic
@covidgenomicsuk
@nswhpathology
@wahealth
@macroliter
@msaludpy
@cvfcarrington
@uwi_staugustine

Top Mentioned in G8:
@k_pyrc

Top Mentioned in G9:
@bassistold
@alawnguy
@jetson77
@synyster63
@topleveltroll3
@sun58valencia
@fishngritz21
@gigibuddapdx
@thumper18560818
@vincegottalotta

Top Mentioned in G10:
@jr4_truth
@variegated2
@jimdtweet
@iandjbrown2
@quantummist
@markiejoee
@0sundance
@d_e_mol
@ejwwest
@fagandr1

Top Tweeters
Top Tweeters in Entire Graph:
@ja8yum
@wkwkrnht
@matiere
@united
@lopezgovlaw
@_redfrog
@akane_kawahata
@sosorasora3
@citrus_kyoto
@madfall1213

Top Tweeters in G1:
@gooochin
@sedzir
@keinishikawa3
@peko409
@naota344
@qzv00507
@ironorehopper
@heideggerfan
@pelicanmemo
@munoznotired

Top Tweeters in G2:
@_redfrog
@diogene2607
@kristieperles
@papeekaboo
@ellenagreaux
@lylisuz
@victorg14tdc
@pari_menagere
@myos4
@eagles75000

Top Tweeters in G3:
@ds13_manon
@mancunianmedic
@_mamadeb
@beckyjohnson222
@monstercoyliar
@carolhakios
@mcfunny
@awithonelison
@wendyorent
@carlsmythe

Top Tweeters in G4:
@freddyfuddrucke
@voguemagazine
@bettycjung
@naomirwolf
@incident_alerts
@reportgovtcrime
@chrislancashir3
@thelightinlife
@watermicrobe
@philippefroguel

Top Tweeters in G5:
@sosorasora3
@citrus_kyoto
@hiruandon89
@kuins
@cordwainerscat
@kero_jiji
@make_the_peace7
@wave892
@ds20wk
@ikotto

Top Tweeters in G6:
@viralvideovlogs
@ibnkafka
@lindsay_helena
@gabibjornstrand
@urban_scott
@a_sick_world
@pompelur
@leslieoqvist
@ltenstedt
@lisbethsindag

Top Tweeters in G7:
@markplackett1
@ribrib010
@joannekarma
@garigalanj
@greene_thoughts
@fukukittykobe
@ericjfkleijssen
@actinosproject
@lc54
@msaludpy

Top Tweeters in G8:
@aniqua16
@tomdrabowicz
@marcin_kaminski
@bart_wielinski
@julinka2011
@marcin_pozn
@mamago25
@katrina1974pl
@marekrekowski
@technodyd

Top Tweeters in G9:
@ladyoftheocean1
@vincegottalotta
@misshellca
@philipemskinne1
@kingcujo
@flattielover
@rushvillerockit
@waywardmegan15
@alawnguy
@sup3rk

Top Tweeters in G10:
@eddarrell
@no2wind
@geraldkutney
@dawntj90
@roypentland
@barbarajdurkin
@ejwwest
@sander_1954
@fillmorewhite
@thedisproof


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