COVID-19, Twitter, 11/25/2020 11:52:55 AM, 242172


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COVID-19_2020-11-24_00-00-01.xlsx
COVID-19_2020-11-24_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 25, 2020
Short Description:
COVID-19 via NodeXL https://bit.ly/3m8FPi8
@mmpadellan
@joebiden
@meidastouch
@realdonaldtrump
@fortdixlos1
@ohjoso2
@bevhillhill
@who
@cnn
@jennjaybee

Top hashtags:
#covid19
#ซิ่วหมิน
#covid_19
#covid
#coronavirus
#update
#ipoh
#ableg
#sarscov2
#covid__19

Description:
Description
The graph represents a network of 9,939 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 24 November 2020 at 08:23 UTC.

The requested start date was Tuesday, 24 November 2020 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 2-day, 0-hour, 4-minute period from Saturday, 21 November 2020 at 05:27 UTC to Monday, 23 November 2020 at 05:32 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 : 9939
Unique Edges : 4933
Edges With Duplicates : 12041
Total Edges : 16974
Number of Edge Types : 5
Retweet : 5492
MentionsInRetweet : 6191
Mentions : 1706
Tweet : 3001
Replies to : 584
Self-Loops : 3029
Reciprocated Vertex Pair Ratio : 0.0027063599458728
Reciprocated Edge Ratio : 0.00539811066126856
Connected Components : 2687
Single-Vertex Connected Components : 999
Maximum Vertices in a Connected Component : 2456
Maximum Edges in a Connected Component : 5136
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 8.24658
Graph Density : 8.25218983717764E-05
Modularity : 0.5442
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 9,939 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 24 November 2020 at 08:23 UTC.

The requested start date was Tuesday, 24 November 2020 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 2-day, 0-hour, 4-minute period from Saturday, 21 November 2020 at 05:27 UTC to Monday, 23 November 2020 at 05:32 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 : COVID-19
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:
[29] https://www.korseries.com/2-upcoming-kdramas-halt-filming-for-covid-19-prevention/
[27] https://www.nst.com.my/news/nation/2020/11/643060/perak-covid-19-patient-scribbles-farewell-note-family-dying-alone#.X7h8J5VsaD4.twitter
[17] https://nypost.com/2020/11/20/santa-claus-is-immune-from-covid-19-says-dr-anthony-fauci/?utm_source=NYPTwitter&utm_campaign=SocialFlow&utm_medium=SocialFlow
[13] https://www.nst.com.my/news/nation/2020/11/643060/perak-covid-19-patient-scribbles-farewell-note-family-dying-alone#.X7id5Ojc8dd.twitter
[12] https://transportnsw.info/covid-19
[12] https://www.nsw.gov.au/covid-19/face-masks
[12] https://www.milenio.com/estados/zacatecas-hace-obligatorio-el-uso-de-cubrebocas-por-covid-19
[10] https://www.instagram.com/accounts/login/
[9] https://www.gelora.co/2020/11/fpi-habib-rizieq-shihab-negatif-covid.html
[9] https://www.reuters.com/article/us-health-coronavirus-usa-nevada-idUSKBN283060?taid=5fbb468a6dc962000115a83d&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G1:
[7] https://www.instagram.com/accounts/login/
[6] https://trustedteller.com/horoscope
[5] https://cnnespanol.cnn.com/2020/11/21/como-decir-no-a-una-invitacion-de-accion-de-gracias-por-el-riesgo-de-covid-19-segun-expertos-en-etiqueta/?utm_source=dlvr.it&utm_medium=twitter
[4] https://twinybots.ch/
[3] https://nypost.com/2020/11/22/who-is-even-lying-about-its-own-covid-19-outbreak-at-its-hq/
[3] https://cms.tolatender.co.za/coronavirus-covid-19-in-south-africa-what-small-business-can-do/
[2] https://www.nytimes.com/2020/11/19/health/remdesivir-covid-19.html?partner=IFTTT
[2] http://www.jamaicaobserver.com/the-agenda/covid-19-s-dark-economic-pall-plus-revisiting-the-donald-trump-catastrophe_208161?profile=1096
[2] https://www.theatlantic.com/health/archive/2020/11/americas-best-prepared-hospital-nearly-overwhelmed/617156/
[2] https://www.usatoday.com/story/news/health/2020/11/21/covid-19-kansas-face-masks-prevented-rise-coronavirus-cases/6373257002/

Top URLs in Tweet in G2:
[5] https://trib.al/byignhZ
[3] https://www.huffpost.com/entry/anthony-fauci-santa-claus-covid-19-immunity_n_5fb8331ac5b67493dd366989?ncid=tweetlnkushpmg00000067
[2] https://trib.al/anxruz5
[2] https://www.huffpost.com/entry/donald-trump-jr-covid-19-gun-cleaning-quarantine_n_5fb99994c5b6e4b1ea42f53f?ncid=tweetlnkushpmg00000067
[2] https://twitter.com/i/events/1329488831884779520
[1] https://on.msnbc.com/3735m6f
[1] https://on.msnbc.com/2USjJo0
[1] https://on.msnbc.com/2UQn6vM
[1] https://on.msnbc.com/3fygaNH
[1] https://on.msnbc.com/2KrzekV

Top URLs in Tweet in G3:
[1] https://www.pscp.tv/w/coWEdzFvUEVMQkJiT2xyS2R8MUJSS2pCYmt5V2pLdz6Fej8WjL-sp7OgFYW3JJk0-x9Op-AJo6mt9gSzoLGw
[1] https://www.forbes.com/sites/andrewsolender/2020/11/21/g20-meets-on-coronavirus-as-trump-makes-298th-golf-trip-of-presidency/
[1] https://www.cnn.com/2020/11/17/us/boy-loses-parents-covid-birthday-trnd/index.html
[1] https://californiaglobe.com/section-2/new-cdc-study-finds-majority-of-those-infected-with-covid-19-always-wore-masks/
[1] https://time.com/5912705/covid-19-stop-spread-christmas/
[1] https://www.nytimes.com/2020/11/13/nyregion/martin-luther-king-stabbed-harlem.html?smid=tw-share
[1] https://twitter.com/queensuson/status/1301915998627430400

Top URLs in Tweet in G5:
[3] https://www.youtube.com/watch?v=zVOuRQPPdoo&feature=youtu.be

[2] https://www.canada.ca/fr/sante-publique/services/maladies/maladie-coronavirus-covid-19/alerte-covid.html
[2] Https://idubi.mx/covid/
[2] https://www.youtube.com/watch?v=3h4pkUO3Gmk&feature=youtu.be

[1] https://pm.gc.ca/en/news/news-releases/2020/11/22/prime-minister-concludes-virtual-g20-leaders-summit
[1] https://www.youtube.com/watch?v=ZnpnBYgGARE&feature=youtu.be

[1] https://www.youtube.com/watch?v=EsVSn8dJey0&feature=youtu.be

[1] https://www.youtube.com/watch?v=WA-VJfrhVs4&feature=youtu.be

[1] https://www.youtube.com/watch?v=CfPDDeXZoxU&feature=youtu.be

[1] https://www.youtube.com/watch?v=-zoU_qitRRg&feature=youtu.be


Top URLs in Tweet in G6:
[3] https://www.fda.gov/news-events/press-announcements/coronavirus-covid-19-update-fda-authorizes-monoclonal-antibodies-treatment-covid-19
[2] https://bit.ly/2VrqOw3
[2] https://www.cdc.gov/mmwr/volumes/69/wr/mm6947e2.htm?s_cid=mm6947e2_w
[1] https://www.cdc.gov/coronavirus/2019-ncov/covid-data/forecasting-us.html
[1] https://www.cdc.gov/coronavirus/2019-ncov/more/masking-science-sars-cov2.html
[1] https://twitter.com/cherokeenation/status/1330178154808307712
[1] https://www.cdc.gov/coronavirus/2019-ncov/travelers/travel-during-covid19.html
[1] https://www.npr.org/2020/11/20/936800456/two-rural-states-with-gop-governors-and-very-different-covid-19-results
[1] https://time.com/5912705/covid-19-stop-spread-christmas/
[1] https://twitter.com/ErinSandersNP/status/1330360376010166275

Top URLs in Tweet in G7:
[8] https://www.icmr.gov.in
[2] https://www.aajtak.in/coronavirus/video/delhi-5879-new-covid-19-cases-111-deaths-in-24-hours-1165736-2020-11-22
[2] http://newsonair.com/News?title=PM-Modi-terms-COVID-19-pandemic-as-an-important-turning-point-in-history-of-humanity&id=404728
[2] http://newsonair.com/News?title=Recovery-rate-of-Covid-19-improves-to-93.67-per-cent-in-the-country&id=404042
[1] https://twitter.com/aajtak/status/1330011181415763969
[1] https://twitter.com/TOIDelhi/status/1330011194489389057
[1] https://twitter.com/NBTDilli/status/1330733310985728001
[1] https://twitter.com/NewIndianXpress/status/1330701352092143618
[1] https://twitter.com/News18India/status/1330739471868825600
[1] https://twitter.com/TOIDelhi/status/1330739137595330560

Top URLs in Tweet in G8:
[3] https://twitter.com/i/moments/1330708585454645250
[3] https://www.fastcompany.com/90578792/covid-19-deniers-are-still-all-too-real-heres-how-we-can-convince-them
[2] https://www.theatlantic.com/health/archive/2020/11/americas-best-prepared-hospital-nearly-overwhelmed/617156/
[2] https://www.latimes.com/california/story/2020-11-21/san-diego-county-posts-record-number-of-covid-19-cases
[2] https://www.latimes.com/science/story/2020-11-21/how-coronavirus-tested-helped-duke-university-keep-its-doors-open
[2] https://to.pbs.org/35QRM6y
[2] https://www.theatlantic.com/ideas/archive/2020/11/covid-19-is-out-of-control-what-can-we-do/617097/
[1] https://nyti.ms/3pLtR0d
[1] https://n.pr/3lT3Jhz
[1] https://apnews.com/article/travel-yoshihide-suga-thanksgiving-asia-holidays-6e742f6bed028f1636c0a2053806810e?utm_source=Twitter&utm_campaign=SocialFlow&utm_medium=AP

Top URLs in Tweet in G9:
[1] https://twitter.com/trinhhoivoice/status/1330712993449984000
[1] https://news.sky.com/story/covid-19-how-englands-lockdown-leak-created-surge-of-social-activity-that-may-have-spread-the-virus-12137501
[1] https://www.ontario.ca/page/covid-19-response-framework-keeping-ontario-safe-and-open#grey
[1] https://twitter.com/DanielBanas_sk/status/1330464532595171329
[1] https://www.cdc.gov/nchs/nvss/vsrr/covid_weekly/index.htm#Comorbidities
[1] https://www.ama-assn.org/practice-management/sustainability/liability-protections-health-care-professionals-during-covid-19

Top URLs in Tweet in G10:
[2] https://entertain.v.daum.net/v/20201123133627310
[1] https://entertain.v.daum.net/v/20201123130738478
[1] https://twitter.com/_snsd_news/status/1330684579645165568
[1] https://n.news.naver.com/entertain/article/057/0001521410?lfrom=twitter
[1] https://n.news.naver.com/entertain/article/057/0001521410

Top Domains
Top Domains in Tweet in Entire Graph:
[219] twitter.com
[61] bit.ly
[59] nypost.com
[51] reuters.com
[46] com.mx
[46] com.my
[44] youtube.com
[42] trib.al
[38] cbc.ca
[34] gov.au

Top Domains in Tweet in G1:
[66] twitter.com
[18] com.mx
[15] cnn.com
[11] youtube.com
[11] co.uk
[11] wordpress.com
[9] nypost.com
[9] msn.com
[8] blogspot.com
[8] google.com

Top Domains in Tweet in G2:
[10] msnbc.com
[9] huffpost.com
[7] trib.al
[5] twitter.com
[1] theguardian.com
[1] nytimes.com
[1] bit.ly
[1] dailykos.com
[1] cnn.com

Top Domains in Tweet in G3:
[1] pscp.tv
[1] forbes.com
[1] cnn.com
[1] californiaglobe.com
[1] time.com
[1] nytimes.com
[1] twitter.com

Top Domains in Tweet in G5:
[15] youtube.com
[3] twitter.com
[2] canada.ca
[2] idubi.mx
[2] who.int
[1] gc.ca
[1] khou.com
[1] theguardian.com
[1] npr.org
[1] penncapital-star.com

Top Domains in Tweet in G6:
[6] cdc.gov
[4] twitter.com
[3] fda.gov
[3] bit.ly
[1] npr.org
[1] time.com
[1] beckershospitalreview.com
[1] nytimes.com
[1] washingtonpost.com
[1] brief19.com

Top Domains in Tweet in G7:
[9] gov.in
[8] twitter.com
[4] newsonair.com
[3] newindianexpress.com
[3] aajtak.in
[2] hindustantimes.com
[2] indiatimes.com
[1] ndtv.com
[1] sciencealert.com
[1] news18.com

Top Domains in Tweet in G8:
[7] latimes.com
[4] theatlantic.com
[3] twitter.com
[3] pbs.org
[3] yahoo.com
[3] usatoday.com
[3] fastcompany.com
[1] nyti.ms
[1] n.pr
[1] apnews.com

Top Domains in Tweet in G9:
[2] twitter.com
[1] sky.com
[1] ontario.ca
[1] cdc.gov
[1] ama-assn.org

Top Domains in Tweet in G10:
[3] daum.net
[2] naver.com
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[311] covid19
[285] ซิ่วหมิน
[227] covid_19
[120] covid
[109] coronavirus
[59] update
[41] ipoh
[38] ableg
[34] sarscov2
[26] covid__19



Top Hashtags in Tweet in G1:
[57] covid19
[43] covid_19
[37] coronavirus
[26] covid
[11] corona
[8] news
[7] lockdown
[6] covid__19
[6] staysafe
[6] horoscope

Top Hashtags in Tweet in G2:
[4] covid_19
[2] covid19
[2] stopthesurge

Top Hashtags in Tweet in G3:
[1] covid__19

Top Hashtags in Tweet in G4:
[285] ซิ่วหมิน
[1] 시우민_집으로_복귀완료
[1] welcomebackxiumin

Top Hashtags in Tweet in G5:
[4] g20
[2] alertecovid
[2] actogether
[2] internacional
[1] trumpgolfsamericansdie
[1] cdnpoli
[1] jailtimesoon
[1] covid
[1] covid19
[1] envivo

Top Hashtags in Tweet in G6:
[33] sarscov2
[33] covid
[11] covid19
[2] covax
[1] thanksgiving
[1] publichealth
[1] coronavirus
[1] sdoh
[1] covid__19
[1] ccp

Top Hashtags in Tweet in G7:
[23] covid_19
[15] delhi
[14] airpollution
[14] aap
[12] covid19
[12] waterpollution
[10] deaths
[9] bjp
[8] icmrfightscovid19
[6] unite2fightcorona

Top Hashtags in Tweet in G9:
[1] lockdown
[1] covid19ontario
[1] yorkdale

Top Hashtags in Tweet in G10:
[59] update
[14] xiumin
[2] 시우민_집으로_복귀완료
[1] 꾹기단_꽃신_준비완료
[1] xiumin_is_back
[1] 시우민
[1] exo
[1] 엑소

Top Words
Top Words in Tweet in Entire Graph:
[7119] covid
[6923] 19
[600] positive
[564] cases
[555] क
[528] people
[523] loeffler
[517] kelly
[483] one
[475] tested

Top Words in Tweet in G1:
[950] covid
[938] 19
[79] cases
[70] क
[60] more
[60] dan
[57] #covid19
[53] people
[52] vaccine
[51] 2020

Top Words in Tweet in G2:
[553] covid
[553] 19
[454] kelly
[454] loeffler
[318] positive
[272] tested
[247] breaking
[211] senator
[202] georgia
[174] insider

Top Words in Tweet in G3:
[320] covid
[317] 19
[278] joebiden
[260] test
[260] one
[259] anyone
[259] period
[22] kamalaharris
[18] lost
[14] families

Top Words in Tweet in G4:
[287] วหม
[287] น
[286] างเป
[286] อว
[286] นท
[286] ธ
[286] แต
[285] sm
[285] ย
[285] นย

Top Words in Tweet in G5:
[105] covid
[102] 19
[63] realdonaldtrump
[18] trump
[17] justintrudeau
[15] youtube
[13] gop
[10] pandemic
[10] 20
[9] lost

Top Words in Tweet in G6:
[72] 19
[39] covid
[35] made
[34] erinsandersnp
[33] really
[33] frustrating
[33] central
[33] hub
[33] information
[33] #sarscov2

Top Words in Tweet in G7:
[188] क
[148] र
[105] त
[103] ल
[94] ह
[89] न
[77] द
[68] स
[63] म
[58] य

Top Words in Tweet in G8:
[74] covid
[71] 19
[22] latimes
[18] face
[17] results
[16] first
[16] randomized
[16] controlled
[16] study
[16] use

Top Words in Tweet in G9:
[122] covid
[121] 19
[66] american
[66] 20
[65] mrandyngo
[65] vietnamese
[65] woman
[65] holds
[65] sign
[65] protest

Top Words in Tweet in G10:
[125] vacation
[107] xiumin
[103] final
[101] exo
[100] today
[98] balloon_wanted
[70] covid
[69] 19
[68] sm
[61] discharged

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6730] covid,19
[515] kelly,loeffler
[486] positive,covid
[389] tested,positive
[303] 19,test
[289] นท,ธ
[286] อว,นท
[285] sm,ย
[285] ย,นย
[285] นย,นว

Top Word Pairs in Tweet in G1:
[909] covid,19
[38] 19,cases
[36] protokol,kesehatan
[30] 19,vaccine
[26] 19,pandemic
[21] pandemi,covid
[20] during,covid
[16] positive,covid
[16] #covid,19
[16] virus,covid

Top Word Pairs in Tweet in G2:
[553] covid,19
[454] kelly,loeffler
[307] positive,covid
[263] tested,positive
[184] breaking,kelly
[145] loeffler,tested
[124] insider,trading
[122] rick,scott
[120] loeffler,non
[120] non,elected

Top Word Pairs in Tweet in G3:
[317] covid,19
[260] 19,test
[259] anyone,covid
[259] test,one
[259] one,period
[258] joebiden,anyone
[12] absolutely,devastating
[12] devastating,heart
[12] heart,aches
[12] aches,raiden

Top Word Pairs in Tweet in G4:
[286] อว,นท
[286] นท,ธ
[285] sm,ย
[285] ย,นย
[285] นย,นว
[285] นว,ากำหนดการปลดประจำการอย
[285] ากำหนดการปลดประจำการอย,างเป
[285] างเป,นทางการของ
[285] นทางการของ,#ซ
[285] #ซ,วหม

Top Word Pairs in Tweet in G5:
[97] covid,19
[8] 19,covid
[7] donald,trump
[6] repeat,gop
[6] gop,dark
[6] dark,money
[6] money,donors
[6] donors,racism
[6] racism,npc
[6] npc,miller's

Top Word Pairs in Tweet in G6:
[39] covid,19
[33] really,frustrating
[33] frustrating,central
[33] central,hub
[33] hub,information
[33] information,#sarscov2
[33] #sarscov2,#covid
[33] #covid,19
[33] 19,made
[32] erinsandersnp,really

Top Word Pairs in Tweet in G7:
[54] covid,19
[30] ल,ल
[26] द,ल
[19] त,ह
[18] त,य
[17] सरक,र
[16] र,क
[16] tamil,nadu
[14] र,त
[14] त,र

Top Word Pairs in Tweet in G8:
[71] covid,19
[16] first,randomized
[16] randomized,controlled
[16] controlled,study
[16] study,use
[16] use,face
[16] face,coverings
[16] coverings,prevent
[16] prevent,spread
[16] spread,covid

Top Word Pairs in Tweet in G9:
[121] covid,19
[65] vietnamese,american
[65] american,woman
[65] woman,holds
[65] holds,sign
[65] sign,protest
[65] protest,huntington
[65] huntington,beach
[65] beach,cal
[65] cal,covid

Top Word Pairs in Tweet in G10:
[103] final,vacation
[100] exo,xiumin
[100] vacation,today
[69] covid,19
[59] #update,sm
[59] sm,entertainment
[59] entertainment,confirm
[59] confirm,exo
[59] xiumin,final
[59] today,discharged

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@shawnmendes
@damailamongan
@tedcruz
@foxnews
@drmuradpti
@accionnacional
@kamalaharris
@joebiden
@cbsnews

Top Replied-To in G2:
@meidastouch
@mmpadellan
@notsodumbgirl
@dwuhlfelderlaw
@donwinslow
@cpackard1
@georgetakei
@msnbc

Top Replied-To in G3:
@kamalaharris
@joebiden
@robando008

Top Replied-To in G5:
@realdonaldtrump
@ericgarland
@crush_dior
@columbiarecords
@yokoono
@brianpallister
@brown4478
@drrobdavidson
@murray_nyc
@politicsinus101

Top Replied-To in G6:
@drericding
@meganranney
@erinsandersnp
@cbsaustin
@headgone

Top Replied-To in G7:
@aamaadmiparty
@amitshah
@drrpnishank
@hemantsorenjmm
@piyushgoyal
@narendramodi

Top Replied-To in G8:
@affatatojeanie

Top Replied-To in G9:
@jim_jordan
@yangleicq
@h_zlee
@theineligiblewr

Top Mentioned
Top Mentioned in Entire Graph:
@xiuminthailand
@joebiden
@meidastouch
@mmpadellan
@balloon_wanted
@mrandyngo
@dwuhlfelderlaw
@cnn
@donwinslow
@people4kam

Top Mentioned in G1:
@fintechzoom
@jon_phillip
@dynamitenews_
@stacfaste
@ecoregionalperi
@lifecoachadam1
@trinityp3
@aldiacomec
@tellyupdateso
@buncishijauu2nd

Top Mentioned in G2:
@meidastouch
@mmpadellan
@dwuhlfelderlaw
@donwinslow
@people4kam
@sethabramson
@georgetakei
@msnbc
@teapainusa
@reallyamerican1

Top Mentioned in G3:
@joebiden
@kamalaharris
@transition46
@milestaylorusa
@natlgovsassoc
@norbertelekes
@meidastouch
@colmorrisdavis
@na
@imjdsharp

Top Mentioned in G4:
@xiuminthailand
@_tnggg

Top Mentioned in G5:
@realdonaldtrump
@justintrudeau
@youtube
@grondamorin
@mehdirhasan
@cnbc
@breitbartnews
@sallydeal4
@ericgarland
@mountkidd

Top Mentioned in G6:
@erinsandersnp
@who
@cdcgov
@meganranney
@thethirdeyeacee
@us_fda
@mastertes
@regeneron
@syramadad
@brgridiron

Top Mentioned in G7:
@lambaalka
@narendramodi
@amitshah
@mohfw_india
@depthealthres
@pmoindia
@arvindkejriwal
@icmrdelhi
@epstamilnadu
@officeofops

Top Mentioned in G8:
@latimes
@washingtonpost
@emjmccarty
@edyong209
@newshour
@drtomfrieden
@usatoday
@cnn
@ap
@reportinglabs

Top Mentioned in G9:
@mrandyngo
@drdavidsamadi
@trinhhoivoice
@my3monkees
@fordnation
@tlowdon
@jim_jordan
@rowlsmanthorpe
@kenadams118
@repbencline

Top Mentioned in G10:
@balloon_wanted
@xiubread
@weareoneexo
@xiumch
@exolsilver_
@promoteamexo
@sonexstella

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@zazoomblog
@rojname_com
@extravzla
@sectest9
@opsiin
@ptjasamarga
@easy_branches
@okezonenews
@detikcom

Top Tweeters in G1:
@caraotadigital
@zazoomblog
@rojname_com
@opsiin
@ptjasamarga
@easy_branches
@okezonenews
@robinsnewswire
@eluniversal
@titrespresse

Top Tweeters in G2:
@meidas_damon
@liverpotlian
@huffpost
@dawnarickelz
@mtmarilyn2
@notcomey
@nihaustin
@boris3324
@straitarrow10
@barbie892

Top Tweeters in G3:
@kristafrances
@spryguy
@medical_news_j
@im_medyy
@cinghsian
@fictionrare
@ohsofrieda
@jtkirklin
@sebah_nderitu
@amiryogi

Top Tweeters in G4:
@pm2u_
@realjigard92x
@mrggaebsong
@pear_exofans
@nonaenaenae
@_nalasaysplease
@bam181512
@sealseen
@patinya9835
@qawanram

Top Tweeters in G5:
@dgendvil
@wradiocolombia
@mlucascir
@elbote
@cnbc
@skynewsaust
@djtmentionsbot
@davidakin
@sallydeal4
@mountkidd

Top Tweeters in G6:
@lisakbromley
@cnbsnana
@yayayarndiva
@575haiku
@kimpy123
@begoniaarizona
@saludhealthinfo
@theeconomist
@33kindnessrulz
@rominaqk

Top Tweeters in G7:
@georgekurianinc
@newindianxpress
@economictimes
@aajtak
@ani
@nksahu55
@airnewsalerts
@pib_india
@bjp4india
@bhatvicky73

Top Tweeters in G8:
@bostonglobe
@washingtonpost
@usatoday
@latimes
@fox5dc
@ap
@freep
@learnteachwin
@bracing
@gombang

Top Tweeters in G9:
@speedprayers
@solon594bce
@laurelcatherine
@rvogt1_cba
@pjw20161951
@tweetwen115
@my3monkees
@kimmoor20918476
@peanutbutterisg
@walley1027

Top Tweeters in G10:
@bbcphzyxl
@dcpbs
@vanillabyun
@baekddalgi
@blackwindny
@sfzyjsm
@stunningselmg
@yyfcvn
@kkamninijong
@apocalypse_chc