SARS-NCOV, Twitter, 5/6/2021 3:48:49 PM, 254279


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SARS-NCOV_2021-05-06_04-17-01.xlsx
SARS-NCOV_2021-05-06_04-17-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 06, 2021
Short Description:
SARS-NCOV via NodeXL https://bit.ly/2RzruAT
@cdcgov
@warlockthunder1
@mcfunny
@alexberenson
@airbornekanki
@kerorrin
@universalmaski2
@who
@nextstrain
@caronaupdates

Top hashtags:
#covid19
#sarscov2
#opendata
#yomevacuno
#beterschapthierry
#coronavirus
#covid

Description:
Description
The graph represents a network of 2,624 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, 06 May 2021 at 11:20 UTC.

The requested start date was Thursday, 06 May 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, 10-hour, 16-minute period from Thursday, 22 April 2021 at 01:17 UTC to Wednesday, 05 May 2021 at 11:34 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 : 2624
Unique Edges : 1511
Edges With Duplicates : 3338
Total Edges : 4849
Number of Edge Types : 5
Replies to : 341
Mentions : 1498
Retweet : 1200
MentionsInRetweet : 1537
Tweet : 273
Self-Loops : 281
Reciprocated Vertex Pair Ratio : 0.00533536585365854
Reciprocated Edge Ratio : 0.0106141015921152
Connected Components : 374
Single-Vertex Connected Components : 118
Maximum Vertices in a Connected Component : 827
Maximum Edges in a Connected Component : 2308
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.563219
Graph Density : 0.000383276921789424
Modularity : 0.548885
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,624 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, 06 May 2021 at 11:20 UTC.

The requested start date was Thursday, 06 May 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, 10-hour, 16-minute period from Thursday, 22 April 2021 at 01:17 UTC to Wednesday, 05 May 2021 at 11:34 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:
[84] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2551-lab-2/10326-covid19-43.html
[75] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html
[72] https://nextstrain.org/ncov
[69] 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/2488-idsc/iasr-news/10327-496p02.html
[46] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/scientific-brief-sars-cov-2.html
[37] https://www.neoweb.nl/forum2/sars-cov-2-covid-19-coronavirus-ncov/corona-anno-2021-het-virus-mutanten-vaccins
[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=
[26] https://jamanetwork.com/journals/jama/fullarticle/2778766
[24] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html

Top URLs in Tweet in G1:
[3] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/transmission_k_12_schools.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/variant-surveillance/variant-info.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/scientific-brief-sars-cov-2.html
[1] https://nextstrain.org/sars-cov-2/
[1] https://nextstrain.org/groups/neherlab/ncov/netherlands
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/infection-control-after-vaccination.html
[1] https://covid19-sciencetable.ca/sciencebrief/routine-asymptomatic-sars-cov-2-screen-testing-of-ontario-long-term-care-staff-after-covid-19-vaccination/
[1] https://www.who.int/publications/i/item/laboratory-testing-of-2019-novel-coronavirus-(-2019-ncov)-in-suspected-human-cases-interim-guidance-17-january-2020
[1] https://www.who.int/publications/i/item/diagnostic-testing-for-sars-cov-2
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html

Top URLs in Tweet in G2:
[3] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2551-lab-2/10326-covid19-43.html
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10327-496p02.html

Top URLs in Tweet in G3:
[4] https://www.publichealthontario.ca/-/media/documents/ncov/main/2020/09/cycle-threshold-values-sars-cov2-pcr.pdf?la=en
[1] https://www.cdc.gov/coronavirus/2019-ncov/lab/grows-virus-cell-culture.html
[1] https://patents.google.com/patent/EP3172319B1/en
[1] https://nextstrain.org/ncov/global

Top URLs in Tweet in G4:
[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=
[15] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2551-lab-2/10326-covid19-43.html
[9] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10327-496p02.html
[6] https://www.cdc.gov/coronavirus/2019-ncov/cases-updates/variant-surveillance/variant-info.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/scientific-brief-sars-cov-2.html
[4] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html
[3] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/fully-vaccinated-people.html
[3] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flaninf%2Farticle%2FPIIS1473-3099%2821%2900224-3%2Ffulltext&rc=0
[2] https://www.mscbs.gob.es/profesionales/saludPublica/ccayes/alertasActual/nCov/documentos/COVID19_Actualizacion_variantes_20210426.pdf
[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=2021-05-03&search_in=LD

Top URLs in Tweet in G5:
[34] 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
[8] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2551-lab-2/10326-covid19-43.html
[5] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/scientific-brief-sars-cov-2.html
[4] https://nextstrain.org/groups/neherlab/ncov/S.L452R?f_country=Brazil,China,Japan,South%20Africa,USA,United%20Kingdom&gmin=21437&lang=ja&r=country&transmissions=show
[2] https://www.cdc.gov/coronavirus/2019-ncov/more/science-and-research/surface-transmission.html
[1] https://nextstrain.org/groups/neherlab/ncov/S.L452R?f_country=Brazil,China,Japan,South%20Africa,USA,United%20Kingdom,India&gmin=21437&lang=ja&r=country&transmissions=show
[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
[1] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2484-idsc/10280-covid19-41.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/scientific-brief-sars-cov-2.html

Top URLs in Tweet in G6:
[40] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2488-idsc/iasr-news/10327-496p02.html
[40] https://www.niid.go.jp/niid/ja/diseases/ka/corona-virus/2019-ncov/2551-lab-2/10326-covid19-43.html
[1] https://twitter.com/covid_19_info_/status/1386626881840050178

Top URLs in Tweet in G7:
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/fully-vaccinated.html
[1] 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
[1] https://www.cdc.gov/coronavirus/2019-ncov/hcp/infection-control-after-vaccination.html#anchor_1619116573222

Top URLs in Tweet in G8:
[1] https://www.ahajournals.org/doi/abs/10.1161/CIRCRESAHA.121.318902?cookieSet=1
[1] https://scitechdaily.com/sars-cov-2-spike-protein-alone-may-cause-covid-19-lung-damage-even-without-the-presence-of-intact-virus/
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines/mrna.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/science/science-briefs/masking-science-sars-cov2.html

Top URLs in Tweet in G9:
[37] https://www.neoweb.nl/forum2/sars-cov-2-covid-19-coronavirus-ncov/corona-anno-2021-het-virus-mutanten-vaccins
[12] https://www.neoweb.nl/forum2/sars-cov-2-covid-19-coronavirus-ncov/corona-anno-2021-the-virus-mutants-vaccines/
[4] https://www.neoweb.nl/forum2/sars-cov-2-covid-19-coronavirus-ncov/corona-anno-2021-het-virus-mutanten-vaccins/

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:
[326] cdc.gov
[160] go.jp
[91] nextstrain.org
[53] neoweb.nl
[52] scholarsportal.info
[32] jamanetwork.com
[28] twitter.com
[18] nih.gov
[14] publichealthontario.ca
[14] who.int

Top Domains in Tweet in G1:
[11] cdc.gov
[2] nextstrain.org
[2] who.int
[1] covid19-sciencetable.ca
[1] publichealthontario.ca

Top Domains in Tweet in G2:
[4] go.jp

Top Domains in Tweet in G3:
[4] publichealthontario.ca
[1] cdc.gov
[1] google.com
[1] nextstrain.org

Top Domains in Tweet in G4:
[52] scholarsportal.info
[35] cdc.gov
[33] go.jp
[8] twitter.com
[5] nih.gov
[4] elsevierhealth.com
[3] gob.es
[2] biorxiv.org
[2] haiwos.net
[2] clinicaltrials.gov

Top Domains in Tweet in G5:
[43] cdc.gov
[9] go.jp
[5] nextstrain.org

Top Domains in Tweet in G6:
[80] go.jp
[1] twitter.com

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

Top Domains in Tweet in G8:
[2] cdc.gov
[1] ahajournals.org
[1] scitechdaily.com

Top Domains in Tweet in G9:
[53] neoweb.nl

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[379] covid19
[100] sarscov2
[71] opendata
[24] yomevacuno
[17] beterschapthierry
[14] coronavirus
[12] covid
[12] politiegeweld
[11] sars_cov_2
[10] yomevacunomano



Top Hashtags in Tweet in G1:
[232] covid19
[1] ontario
[1] rosavientos
[1] medtwitter
[1] healthcare

Top Hashtags in Tweet in G4:
[35] covid19
[27] sarscov2
[4] coronavirus
[3] sars_cov_2
[3] covid
[2] ncov
[2] world
[2] feedly
[2] sars
[2] longcovid

Top Hashtags in Tweet in G5:
[4] covid
[4] covid_19
[4] sars_cov_2
[1] covid19
[1] 変異株

Top Hashtags in Tweet in G7:
[1] covidisairborne

Top Hashtags in Tweet in G9:
[17] beterschapthierry
[12] politiegeweld
[7] terrassendicht
[4] codezwart

Top Words
Top Words in Tweet in Entire Graph:
[1250] cov
[1247] sars
[509] variant
[443] cdc
[379] #covid19
[276] less
[274] 19
[264] ncov
[252] cdcgov
[246] 526

Top Words in Tweet in G1:
[453] variant
[244] cdcgov
[239] sars
[237] cov
[232] #covid19
[229] cdc
[227] less
[226] classified
[226] 526
[226] interest

Top Words in Tweet in G2:
[197] cov
[196] sars
[194] インド株
[194] 二重変異
[194] などの言葉が飛び交っています
[194] この変異株
[194] 617系統
[194] は
[194] 免疫性と感染性に関わる部分に変異があるが
[194] その程度はまだ十分にはわかっていません

Top Words in Tweet in G3:
[15] mcfunny
[15] _mamadeb
[15] kstateturk
[15] chris_f_carson
[15] swedishchf
[15] sars
[14] blaineillimatta
[14] kayvonpaul
[14] barryjohnreid21
[14] markmcdougall13

Top Words in Tweet in G4:
[100] covid
[99] sars
[99] cov
[89] 19
[52] articles
[52] scholars
[52] portal
[48] ncov
[35] #covid19
[31] 2021

Top Words in Tweet in G5:
[113] 媒介物
[85] sars
[85] cov
[71] cdc
[64] airbornekanki
[62] 2021
[54] 2と屋内コミュニティ環境での表面
[54] 感染
[54] 表面
[54] 接触

Top Words in Tweet in G6:
[84] cov
[78] 国立感染症研究所
[55] 新型コロナウイルス
[53] earl_covid19_tw
[45] sars
[39] 廃棄物を扱う際に接触感染が疑われた清掃員や医療従事者のsars
[34] 感染
[34] 4月27日
[24] 617系統
[24] 4月26日

Top Words in Tweet in G7:
[10] transmission
[8] jljcolorado
[8] 24
[8] tenth
[8] limited
[8] evidence
[8] support
[8] another
[8] route
[8] dominant

Top Words in Tweet in G8:
[4] kady
[4] leonaalleslev
[4] lraitt
[4] davidlametti
[4] ctvnews
[4] vassykapelos
[4] cbcnews
[4] globalnews
[4] robertfife
[4] mercedesglobal

Top Words in Tweet in G9:
[54] wel
[47] corona
[42] nog
[40] weer
[39] kan
[39] dat
[37] onder
[37] ons
[37] blijven
[36] komt

Top Words in Tweet in G10:
[2] michellmybell1
[2] thecoapodcast
[2] nelsonmkerr
[2] patricktheb
[2] deanomartino1
[2] geraldpayne25
[2] imkimaaron
[2] impeachqueen
[2] wpcguy

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1145] sars,cov
[240] cov,variant
[232] variant,interest
[231] classified,sars
[231] variant,526
[231] 526,variant
[231] interest,treatments
[231] shown,less
[230] cdc,classified
[230] treatments,#covid19

Top Word Pairs in Tweet in G1:
[237] sars,cov
[226] cdc,classified
[226] classified,sars
[226] cov,variant
[226] variant,526
[226] 526,variant
[226] variant,interest
[226] interest,treatments
[226] treatments,#covid19
[226] #covid19,shown

Top Word Pairs in Tweet in G2:
[196] sars,cov
[194] インド株,二重変異
[194] 二重変異,などの言葉が飛び交っています
[194] などの言葉が飛び交っています,この変異株
[194] この変異株,617系統
[194] 617系統,は
[194] は,免疫性と感染性に関わる部分に変異があるが
[194] 免疫性と感染性に関わる部分に変異があるが,その程度はまだ十分にはわかっていません
[194] その程度はまだ十分にはわかっていません,感染研からの報告
[194] 感染研からの報告,超専門的ですが

Top Word Pairs in Tweet in G3:
[13] angelifrankie,ds13_manon
[13] ds13_manon,bryanvilleneuve
[13] bryanvilleneuve,carolhakios
[13] carolhakios,jamie83107302
[13] _drcjm_,lilelectronblue
[13] lilelectronblue,and_nothingelse
[13] and_nothingelse,hcornea
[13] sars,ncov
[12] numbers_truth,nycweatherrepor
[12] nycweatherrepor,double_o_sebun

Top Word Pairs in Tweet in G4:
[84] sars,cov
[71] covid,19
[52] scholars,portal
[26] articles,covid
[26] portal,périodiques
[26] 19,scholars
[26] #covid19,#sarscov2
[26] portal,journals
[22] 2021,04
[17] chadox1,ncov

Top Word Pairs in Tweet in G5:
[85] sars,cov
[54] 2021,cdc
[54] cdc,sars
[54] cov,2と屋内コミュニティ環境での表面
[54] 2と屋内コミュニティ環境での表面,媒介物
[54] 媒介物,感染
[54] 感染,媒介物
[54] 媒介物,表面
[54] 表面,接触
[54] 接触,感染のリスクは低く

Top Word Pairs in Tweet in G6:
[55] cov,新型コロナウイルス
[45] sars,cov
[39] 廃棄物を扱う際に接触感染が疑われた清掃員や医療従事者のsars,cov
[34] 新型コロナウイルス,感染
[34] 感染,4月27日
[34] 4月27日,国立感染症研究所
[33] earl_covid19_tw,廃棄物を扱う際に接触感染が疑われた清掃員や医療従事者のsars
[24] 4月26日,国立感染症研究所
[21] 新型コロナウイルス,の変異株b
[21] の変異株b,617系統

Top Word Pairs in Tweet in G7:
[8] 24,tenth
[8] tenth,limited
[8] limited,evidence
[8] evidence,support
[8] support,another
[8] another,route
[8] route,transmission
[8] transmission,dominant
[8] dominant,add
[8] add,important

Top Word Pairs in Tweet in G8:
[4] kady,leonaalleslev
[4] leonaalleslev,lraitt
[4] lraitt,davidlametti
[4] davidlametti,ctvnews
[4] ctvnews,vassykapelos
[4] vassykapelos,cbcnews
[4] cbcnews,globalnews
[4] globalnews,robertfife
[4] robertfife,mercedesglobal
[3] gordbolton,kady

Top Word Pairs in Tweet in G9:
[37] corona,kan
[37] kan,nog
[37] nog,wel
[37] wel,onder
[37] onder,ons
[37] ons,blijven
[36] moment,dat
[29] komt,vanzelf
[22] blijven,dus
[21] dus,komt

Top Word Pairs in Tweet in G10:
[2] michellmybell1,thecoapodcast
[2] thecoapodcast,nelsonmkerr
[2] nelsonmkerr,patricktheb
[2] patricktheb,deanomartino1
[2] deanomartino1,geraldpayne25
[2] geraldpayne25,imkimaaron
[2] imkimaaron,impeachqueen
[2] impeachqueen,wpcguy

Top Replied-To
Top Replied-To in Entire Graph:
@waxtomcat
@nateweymouth
@bass4life5
@gopchairwoman
@moose_man4
@mrbonesthename
@jrjhealey
@markmcdougall13
@weareon80173589
@doo_aka

Top Replied-To in G1:
@weareon80173589
@cdcgov
@laymansscience
@lisa34063240
@bosma2002
@hollyhoeks
@micromaf
@pavlov2_

Top Replied-To in G3:
@nateweymouth
@moose_man4
@markmcdougall13
@jrjhealey
@kathiroussel
@21_12_2020
@blaineillimatta
@levanalomma1
@tamisapatriot
@carlsmythe

Top Replied-To in G5:
@bopee
@jicrochelle

Top Replied-To in G7:
@stayfit_staylit
@kprather88
@iamgoingtosleep

Top Replied-To in G8:
@kady
@cureisworse

Top Replied-To in G9:
@waxtomcat
@matthew_4_trump
@mrkrkrs
@misscorona9
@vizieropwappies
@ndikkeboom
@blankbestek
@justfunny12
@sewtfstiaan
@sas_pvv_

Top Replied-To in G10:
@michellmybell1

Top Mentioned
Top Mentioned in Entire Graph:
@cdcgov
@imamura_kansen
@gisaid
@airbornekanki
@nextstrain
@earl_covid19_tw
@drlimengyan1
@ernestorr
@docramiro
@uchiyamasunao

Top Mentioned in G1:
@cdcgov
@nathanstall
@marcvegt
@jmcrookston
@drkassandrapari
@alexberenson
@dimgrr
@laymansscience
@drlimengyan1
@jyazdanymd

Top Mentioned in G2:
@imamura_kansen
@motoisuzuki

Top Mentioned in G3:
@mcfunny
@_mamadeb
@kstateturk
@chris_f_carson
@swedishchf
@kayvonpaul
@barryjohnreid21
@chrisjohnsonmd
@moravec_tomas
@jaikanta22

Top Mentioned in G4:
@tmrowing

Top Mentioned in G5:
@airbornekanki
@uchiyamasunao
@bb45_colorado
@bopee
@keyaki1117
@kenmomd
@m78seven
@9696196chan
@sakamotoh
@jicrochelle

Top Mentioned in G6:
@earl_covid19_tw
@tomynyo
@covid_19_info_
@imamura_kansen
@takainou_0907
@calico_kater

Top Mentioned in G7:
@jljcolorado
@cdcgov
@cdcdirector
@milowh007
@danaparish
@drkatrin_rabiei
@akm5376
@sherridouville
@jessica_bassett
@gosiagasperophd

Top Mentioned in G8:
@leonaalleslev
@lraitt
@davidlametti
@ctvnews
@vassykapelos
@cbcnews
@globalnews
@robertfife
@mercedesglobal
@gordbolton

Top Mentioned in G9:
@politie
@marionkoopmans

Top Mentioned in G10:
@thecoapodcast
@nelsonmkerr
@patricktheb
@deanomartino1
@geraldpayne25
@imkimaaron
@impeachqueen
@wpcguy
@megavolt1
@michellmybell1

Top Tweeters
Top Tweeters in Entire Graph:
@simanekomama
@myfavoritescene
@hashimoto914
@matiere
@esterlinalanzi
@sosorasora3
@citrus_kyoto
@yymods
@fusasippona
@thehill

Top Tweeters in G1:
@rosenchild
@theresamax
@wadakashiho
@protestmusica
@mapocoloco
@miti_vigliero
@barbiewithatude
@coachweaver3
@_pikapikk
@laurahennesse11

Top Tweeters in G2:
@myfavoritescene
@hashimoto914
@fusasippona
@sobtomk
@fuku_chihuahua
@sedzir
@mare_0303
@ioeuropa6
@zephyorg
@tdmamu

Top Tweeters in G3:
@veritasever
@ds13_manon
@doritmi
@itvnews
@_mamadeb
@beckyjohnson222
@monstercoyliar
@just4thecause
@atyhans
@the_ouroboros__

Top Tweeters in G4:
@matiere
@barbara96913515
@didaclopez
@senryoaiit
@shanghai_ii
@pelicanmemo
@tmrowing
@applecider52
@0osman
@kobayan_dolphin

Top Tweeters in G5:
@citrus_kyoto
@wienerwalz
@bb45_colorado
@sazamaru
@ocean_kids
@kodkod2016y
@ribrib010
@nyappiripiri
@upa89385
@pet4puppy

Top Tweeters in G6:
@gooochin
@neokko1
@iwaku_as107
@rijin_nakamura
@mrk3692
@qzv00507
@aurum08
@171171bar
@tomynyo
@komekame88

Top Tweeters in G7:
@amyayers16
@pqpolitics
@bprophetable
@solefalabella
@sandymmv
@milowh007
@meganranney
@drericlevi
@sprkjoy4btrdays
@christineclx

Top Tweeters in G8:
@bbcnews
@ctvnews
@globalnews
@cbcnews
@kady
@gordbolton
@99freemind
@kateygoalie
@wikileaks
@trunews

Top Tweeters in G9:
@chrisklomp
@joostniemoller
@stijnwenders
@sewtfstiaan
@justfunny12
@donkerwoud
@wimkoning
@natasja_dankers
@patrickbrok
@politie

Top Tweeters in G10:
@takethatdarwin
@michellmybell1
@rjdownard
@smokeystafford
@scientiapercept
@abranesample
@imkimaaron
@deanomartino1
@megavolt1
@cern_lxxl