COVID-19, Twitter, 11/20/2020 1:21:16 PM, 241926


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COVID-19_2020-11-20_00-00-01.xlsx
COVID-19_2020-11-20_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 20, 2020
Short Description:
COVID-19 via NodeXL https://bit.ly/35LvD9K
@joebiden
@realdonaldtrump
@mmpadellan
@narendramodi
@caronaupdates
@yankeenick
@msnbc
@kamalaharris
@stephenking
@abuelissss

Top hashtags:
#covid_19
#covid19
#coronavirus
#covid
#unite2fightcorona
#covid__19
#corona

Description:
Description
The graph represents a network of 10,717 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 Friday, 20 November 2020 at 08:27 UTC.

The requested start date was Friday, 20 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 Tuesday, 17 November 2020 at 05:28 UTC to Thursday, 19 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 : 10717
Unique Edges : 6079
Edges With Duplicates : 11408
Total Edges : 17487
Number of Edge Types : 5
Retweet : 5166
MentionsInRetweet : 5995
Tweet : 3555
Replies to : 507
Mentions : 2264
Self-Loops : 3601
Reciprocated Vertex Pair Ratio : 0.00296524730162496
Reciprocated Edge Ratio : 0.00591296121097446
Connected Components : 3284
Single-Vertex Connected Components : 1294
Maximum Vertices in a Connected Component : 2078
Maximum Edges in a Connected Component : 4577
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 9.780693
Graph Density : 7.36307185407269E-05
Modularity : 0.561573
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 10,717 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 Friday, 20 November 2020 at 08:27 UTC.

The requested start date was Friday, 20 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 Tuesday, 17 November 2020 at 05:28 UTC to Thursday, 19 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:
[54] https://iowacapitaldispatch.com/2020/11/18/lawsuit-tyson-managers-bet-money-on-how-many-workers-would-contract-covid-19/
[20] https://www.twincities.com/2020/11/17/over-900-mayo-staff-have-gotten-covid-19-in-past-two-weeks/
[20] https://www.tipsclear.com/fda-approves-emergency-use-for-first-at-home-covid-19-test-kit/
[20] https://nypost.com/2020/11/12/california-becomes-second-state-to-surpass-1-million-covid-19-cases/?utm_campaign=SocialFlow&utm_source=NYPTwitter&utm_medium=SocialFlow
[17] https://www.cnnindonesia.com/internasional/20201119074118-106-571687/raja-malaysia-batalkan-pemilu-sabah-demi-cegah-covid-19
[17] https://www.japantimes.co.jp/liveblogs/news/coronavirus-outbreak-updates/?arena_mid=xgepdFIPaFO7UPHbLL3R&v=2
[14] https://www.reuters.com/article/health-coronavirus-greece-xmas-candles/santa-candles-get-masked-up-in-greece-in-covid-19-surge-idINKBN27Y12A
[14] https://www.fda.gov/news-events/press-announcements/coronavirus-covid-19-update-fda-authorizes-first-covid-19-test-self-testing-home
[12] https://www.nbcnews.com/politics/politics-news/chuck-grassley-second-oldest-senator-tests-positive-covid-19-n1248059
[11] https://www.instagram.com/accounts/login/

Top URLs in Tweet in G1:
[9] https://news.yahoo.co.jp/articles/3c078929b61bd0f669dcd418a096accfe9a000f5
[9] https://www.instagram.com/accounts/login/
[5] https://www.netwerk24.com/Stemme/Profiele/jan-moes-net-covid-19-oorleef-se-sa-se-michelin-sjef-20201116
[5] https://www.jagran.com/business/biz-pm-narendra-modi-address-at-3rd-annual-bloomberg-new-economy-forum-key-things-to-know-21069274.html
[5] https://iowacapitaldispatch.com/2020/11/18/lawsuit-tyson-managers-bet-money-on-how-many-workers-would-contract-covid-19/
[3] https://www.rt.com/news/506887-trudeau-great-reset-conspiracy-reveal/
[3] https://datastudio.google.com/reporting/8224d512-a76e-4d38-91c1-935ba119eb8f/page/4KwoB?s=nXbF2P6La2M
[3] https://www.newsmedia.co.id/jokowi-ingatkan-hati-hati-soal-pengadaan-vaksin-covid-19/?utm_source=dlvr.it&utm_medium=twitter
[3] https://datastudio.google.com/reporting/8224d512-a76e-4d38-91c1-935ba119eb8f/page/4KwoB
[3] https://www.kogonuso.com/south-australia-ordered-into-six-day-lockdown-amid-covid-19-outbreak/

Top URLs in Tweet in G2:
[3] https://www.news18.com/news/india/75-doctors-250-paramedic-to-fly-to-delhi-as-amit-shah-finalises-covid-19-plan-amid-surging-cases-3086378.html
[3] https://www.icmr.gov.in
[3] https://www.cbsnews.com/news/vaccine-covid-19-pfizer-cold-storage-logistics-nightmare/?ftag=CNM-00-10aab7e&linkId=104651130
[2] https://pledge.mygov.in/janandolan-covid/
[2] https://desdecasa.today
[2] https://timesofindia.indiatimes.com/india/covid-19-lg-overrules-arvind-kejriwals-order-on-hospitals-for-delhi-residents/articleshow/76263277.cms
[2] https://t.me/pbns_india/5083
[2] https://www.eluniversal.com.mx/nacion/crisis-por-covid-19-vino-como-anillo-al-dedo-la-4t-irma-erendira-sandoval
[2] https://eldiario.com/2020/11/16/que-porcentaje-de-efectividad-tiene-la-vacuna-de-moderna-contra-el-covid-19/
[2] https://ns7.tv/ta/tamil-news/world/18/11/2020/china-ready-cooperate-india-other-brics-countries-covid-19-vaccine

Top URLs in Tweet in G3:
[20] https://nypost.com/2020/11/12/california-becomes-second-state-to-surpass-1-million-covid-19-cases/?utm_campaign=SocialFlow&utm_source=NYPTwitter&utm_medium=SocialFlow
[2] https://www.wbko.com/2020/11/17/pfizer-to-test-covid-19-vaccine-distribution-in-4-states/
[1] https://www.wbko.com/2020/11/17/more-guidelines-announced-for-long-term-care-facilities-during-holiday-season/

Top URLs in Tweet in G4:
[2] https://www.cnn.com/2020/11/18/health/us-coronavirus-wednesday/index.html
[2] https://progressivegrocer.com/kroger-albertsons-administer-free-covid-19-vaccine-0
[2] https://uk.reuters.com/article/us-health-coronavirus-usa-pfizer-idUKKBN27X09A?taid=5fb35b2900c08d0001be1a1d&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://www.cnn.com/2020/11/18/politics/republican-michigan-certification-conspiracy-theories/index.html
[1] https://www.youtube.com/watch?v=EfHtRJMu22U

[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=2ffb2e80-22f3-11eb-9032-df6169401aa8&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0xMS0wOS9wZml6ZXItdmFjY2luZS1zLWZ1bmRpbmctY2FtZS1mcm9tLWJlcmxpbi1ub3Qtd2FzaGluZ3Rvbg==
[1] https://www.foxnews.com/politics/kayleigh-mcenany-orwellian-thanksgiving-mandates-coronavirus-pandemic
[1] https://iowacapitaldispatch.com/2020/11/18/lawsuit-tyson-managers-bet-money-on-how-many-workers-would-contract-covid-19/
[1] https://timesofindia.indiatimes.com/india/covid-19-indias-daily-recoveries-more-than-fresh-infections-for-over-1-5-months/articleshow/79279856.cms
[1] https://alborada.net/events/cuba-covid-19-film-screening/

Top URLs in Tweet in G5:
[5] https://www.cnn.com/2020/11/18/health/us-coronavirus-wednesday/index.html
[1] https://www.usatoday.com/story/entertainment/celebrities/2020/11/16/the-good-doctor-star-richard-schiff-hospitalized-covid-19/6320693002/

Top URLs in Tweet in G6:
[1] https://aje.io/GreatDivide
[1] https://www.nao.org.uk/wp-content/uploads/2020/11/Investigation-into-government-procurement-during-the-COVID-19-pandemic.pdf

Top URLs in Tweet in G8:
[12] https://www.nbcnews.com/politics/politics-news/chuck-grassley-second-oldest-senator-tests-positive-covid-19-n1248059
[8] https://news.yahoo.com/just-beginning-er-doc-28-214956419.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr
[6] https://trib.al/1q4Ms0L
[5] https://trib.al/fQMxwXa
[4] https://time.com/5910635/thanksgiving-covid-19/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=health_covid-19&linkId=104842014
[4] https://www.cnn.com/2020/11/15/politics/scott-atlas-coronavirus-michigan/index.html
[3] https://time.com/5912675/donald-trump-president-covid-19/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=politics_donald-trump_covid-19&linkId=104748497
[3] https://trib.al/1Q2kynZ
[3] https://www.msnbc.com/all-in/watch/remember-when-ted-cruz-promised-we-would-stop-caring-about-covid-19-after-the-election-96106053741
[2] https://news.yahoo.com/nurse-strained-el-paso-hospital-135436368.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr

Top URLs in Tweet in G9:
[2] https://news.detik.com/berita/d-5257226/selain-anies-polri-juga-panggil-habib-rizieq-terkait-pelanggaran-prokes
[2] https://www.rmolbanten.com/
[1] https://m.tribunnews.com/nasional/2020/11/18/ditengah-pandemi-covid-19-mayarakat-papua-rasakan-manfaat-bst-kemensos
[1] https://rmco.id/baca-berita/government-action/54566/ke-puskesmas-cikarang-utara-wapres-tinjau-simulasi-vaksin-covid19
[1] https://www.liputan6.com/news/read/4325183/mahfud-md-sebut-tak-ada-sanksi-pidana-bagi-pelanggar-protokol-kesehatan-covid-19
[1] https://www.liputan6.com/news/read/4411829/mayarakat-papua-rasakan-manfaat-bst-kemensos-di-tengah-pandemi-covid-19
[1] https://www.cnnindonesia.com/internasional/20201119074118-106-571687/raja-malaysia-batalkan-pemilu-sabah-demi-cegah-covid-19
[1] https://twitter.com/rmolbantencom/status/1328537320350314498
[1] https://kanalbali.id/desa-harus-dipersiapkan-hadapi-ruralisasi-akibat-pandemi-covid-19/
[1] https://mnctrijaya.com/news/detail/37620/bst-kemensos-bantu-kebutuhan-hidup-pedagang-pasar-terapung-banjar

Top URLs in Tweet in G10:
[14] https://www.reuters.com/article/health-coronavirus-greece-xmas-candles/santa-candles-get-masked-up-in-greece-in-covid-19-surge-idINKBN27Y12A
[4] https://www.reuters.com/article/uk-health-coronavirus-usa-trends-idUKKBN27W308?taid=5fb357afaa7670000198dcbc&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://www.reuters.com/article/us-health-coronavirus-southkorea-idUSKBN27W32M?taid=5fb35a061ef01a000123adbe&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-china-cases-idUSKBN27X00G?taid=5fb351d7aa7670000198dcb2&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-australia-idUSKBN27W328?taid=5fb34ad700c08d0001be19f6&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/uk-health-coronavirus-france-christimas-idUKKBN27X2UP?taid=5fb48ab649698f00019c4279&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-southkorea-idUSKBN27Y022?taid=5fb4a92649698f00019c4307&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-southkorea-idUSKBN27Y022?taid=5fb47b7849698f00019c4236&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/health-coronavirus-usa-testing-idUSKBN27Y0B0?taid=5fb49e9949698f00019c42e6&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-health-coronavirus-vaccines-covax-exc-idUSKBN27Y2UU?taid=5fb5cb4af7584a00013cdd0a&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top Domains
Top Domains in Tweet in Entire Graph:
[277] twitter.com
[62] bit.ly
[58] iowacapitaldispatch.com
[58] trib.al
[57] co.jp
[49] reuters.com
[48] cnn.com
[45] google.com
[42] youtube.com
[40] nypost.com

Top Domains in Tweet in G1:
[86] twitter.com
[18] timesofnews.com
[16] google.com
[13] co.jp
[13] msn.com
[12] cnn.com
[11] nytimes.com
[10] com.au
[10] co.id
[10] com.mx

Top Domains in Tweet in G2:
[7] bit.ly
[5] twitter.com
[4] mygov.in
[3] indiatimes.com
[3] news18.com
[3] gov.in
[3] youtube.com
[3] t.me
[3] cbsnews.com
[2] desdecasa.today

Top Domains in Tweet in G3:
[20] nypost.com
[3] wbko.com

Top Domains in Tweet in G4:
[6] twitter.com
[3] cnn.com
[3] reuters.com
[2] youtube.com
[2] progressivegrocer.com
[2] foxnews.com
[2] alborada.net
[1] bloomberg.com
[1] iowacapitaldispatch.com
[1] indiatimes.com

Top Domains in Tweet in G5:
[5] cnn.com
[1] usatoday.com

Top Domains in Tweet in G6:
[1] aje.io
[1] org.uk

Top Domains in Tweet in G8:
[25] trib.al
[13] nbcnews.com
[11] yahoo.com
[10] msnbc.com
[9] time.com
[4] npr.org
[4] cnn.com
[3] twitter.com
[3] co.uk
[3] bloomberg.com

Top Domains in Tweet in G9:
[3] rmolbanten.com
[2] liputan6.com
[2] detik.com
[1] tribunnews.com
[1] rmco.id
[1] cnnindonesia.com
[1] twitter.com
[1] kanalbali.id
[1] mnctrijaya.com
[1] gelora.co

Top Domains in Tweet in G10:
[39] reuters.com
[10] thestar.com
[5] trib.al
[3] cnn.it
[2] reut.rs
[2] les-crises.fr
[2] twitter.com
[1] bit.ly
[1] nowth.is
[1] outlookindia.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[695] covid_19
[427] covid19
[126] coronavirus
[106] covid
[49] unite2fightcorona
[37] covid__19
[34] corona
[31] indiafightscorona
[26] icai_denies_saftey
[25] breaking



Top Hashtags in Tweet in G1:
[136] covid_19
[61] covid19
[50] coronavirus
[45] covid
[15] corona
[11] kuathadapairesesi
[9] lockdown
[8] coronavirusupdates
[6] pandemic
[6] coronaviruspandemic

Top Hashtags in Tweet in G2:
[77] covid_19
[35] unite2fightcorona
[25] indiafightscorona
[25] icai_denies_saftey
[22] covid19
[20] janandolan
[14] icaiexams
[8] coronavirusupdates
[8] icai
[8] azucenaxmilenio

Top Hashtags in Tweet in G4:
[15] covid19
[14] covid_19
[6] maga
[4] emilydoyourjob
[4] trump
[3] transitionnow
[3] aha20
[3] bmi
[3] cuba
[3] indiafightscorona

Top Hashtags in Tweet in G5:
[1] covid
[1] covid_19

Top Hashtags in Tweet in G6:
[1] passcovidaidbillnow
[1] stopcovidcataclysm

Top Hashtags in Tweet in G8:
[10] covid_19
[3] insidertraitors
[2] time100talks
[1] ourneweconomy
[1] california
[1] hawaii

Top Hashtags in Tweet in G9:
[8] bansoskemensoshadir
[3] indonesialawanfpi
[2] covid19
[2] batalkanpilkadaserentak
[1] bstkemensoshadirdipapua
[1] vaksin
[1] puskesmas
[1] cikarang
[1] bekasi
[1] corona

Top Hashtags in Tweet in G10:
[15] covid19
[10] election2020
[2] cdnpoli
[2] nanaimo
[2] ladysmithbc
[2] who
[1] immigration
[1] vanpoli

Top Words
Top Words in Tweet in Entire Graph:
[7126] covid
[6880] 19
[695] #covid_19
[600] cases
[567] more
[562] people
[496] vaccine
[427] #covid19
[376] 000
[368] trump

Top Words in Tweet in G1:
[1149] 19
[1146] covid
[136] #covid_19
[81] cases
[61] vaccine
[61] #covid19
[58] 2020
[57] more
[50] virus
[50] #coronavirus

Top Words in Tweet in G2:
[221] covid
[212] 19
[96] americans
[77] #covid_19
[70] joebiden
[66] pandemic
[65] narendramodi
[65] kamalaharris
[59] president
[54] elect

Top Words in Tweet in G3:
[12] covid
[12] 19
[11] vaccine
[6] pfizer
[5] newsbfm
[4] malaysia
[4] covax
[4] states
[4] distribution
[3] make

Top Words in Tweet in G4:
[105] covid
[105] 19
[74] realdonaldtrump
[28] trump
[27] vaccine
[24] people
[20] americans
[17] randpaul
[17] effective
[16] over

Top Words in Tweet in G5:
[166] covid
[149] 19
[143] quarter
[143] million
[141] stephenking
[140] dead
[138] weekend
[138] americans
[138] trump
[138] doesn

Top Words in Tweet in G6:
[130] covid
[128] 19
[122] 000
[58] lost
[58] someone
[58] cared
[58] sorrow
[58] loss
[58] wear
[58] mask

Top Words in Tweet in G7:
[136] scott
[136] disick
[136] oh
[136] covid
[136] 19
[135] _averagemeat

Top Words in Tweet in G8:
[136] covid
[133] 19
[26] people
[22] trump
[20] msnbc
[20] virus
[19] vaccine
[18] fake
[17] first
[17] ajenglish

Top Words in Tweet in G9:
[79] covid
[77] 19
[30] utk
[29] jokowi
[23] masyarakat
[22] yang
[22] dan
[22] simulasi
[19] tidak
[18] untuk

Top Words in Tweet in G10:
[116] covid
[103] 19
[64] reuters
[29] use
[28] first
[25] self
[23] biden
[22] president
[22] refusal
[22] share

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6668] covid,19
[257] 19,vaccine
[253] 19,cases
[165] million,americans
[154] quarter,million
[152] 19,trump
[146] dead,covid
[145] positive,covid
[145] americans,dead
[142] trump,doesn

Top Word Pairs in Tweet in G1:
[1085] covid,19
[42] 19,cases
[35] protokol,kesehatan
[34] 19,vaccine
[25] #covid,19
[25] positive,covid
[20] 19,pandemic
[20] during,covid
[19] positif,covid
[18] tests,positive

Top Word Pairs in Tweet in G2:
[205] covid,19
[54] president,elect
[48] elect,joebiden
[47] pandemic,hit
[47] hit,communities
[47] communities,color
[47] color,particularly
[47] particularly,hard
[47] hard,black
[47] black,americans

Top Word Pairs in Tweet in G3:
[12] covid,19
[9] 19,vaccine
[3] malaysia,make
[3] make,upfront
[3] upfront,payment
[3] payment,rm94mil
[3] rm94mil,soon
[3] soon,access
[3] access,covid
[3] vaccine,putrajaya

Top Word Pairs in Tweet in G4:
[102] covid,19
[7] realdonaldtrump,randpaul
[7] randpaul,oann
[7] great,news
[7] news,pfizer
[7] pfizer,vaccine
[7] vaccine,90
[7] 90,effective
[7] effective,moderna
[7] moderna,vaccine

Top Word Pairs in Tweet in G5:
[149] covid,19
[143] quarter,million
[140] dead,covid
[138] weekend,quarter
[138] million,americans
[138] americans,dead
[138] 19,trump
[138] trump,doesn
[138] doesn,talk
[138] talk,tweet

Top Word Pairs in Tweet in G6:
[128] covid,19
[58] lost,someone
[58] someone,cared
[58] cared,covid
[58] 19,sorrow
[58] sorrow,loss
[58] loss,wear
[58] wear,mask
[57] jumblejim,lost
[26] 250,000

Top Word Pairs in Tweet in G7:
[136] scott,disick
[136] disick,oh
[136] oh,covid
[136] covid,19
[135] _averagemeat,scott

Top Word Pairs in Tweet in G8:
[133] covid,19
[19] 19,vaccine
[13] chuck,grassley
[12] grassley,second
[12] second,oldest
[12] oldest,senator
[12] senator,tests
[12] tests,positive
[12] positive,covid
[11] 19,cases

Top Word Pairs in Tweet in G9:
[77] covid,19
[16] vaksinasi,covid
[14] menggunakan,uu
[14] penanganan,covid
[13] mereka,ngotot
[13] ngotot,tidak
[13] tidak,mau
[13] mau,menggunakan
[13] uu,karantina
[13] karantina,utk

Top Word Pairs in Tweet in G10:
[103] covid,19
[16] 19,cases
[15] kit,home
[15] home,use
[14] comes,first'
[14] first',greece
[14] greece,santa
[14] santa,wears
[14] wears,mask
[14] mask,underscore

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@yednetworkke
@gregabbott_tx
@cnn
@kamalaharris
@null
@randpaul
@ivankatrump
@pepina777
@bobkerns

Top Replied-To in G1:
@globalgoalsgyj

Top Replied-To in G2:
@kamalaharris
@arvindkejriwal
@pmoindia
@mcddelhi
@monica_clare1
@felipecalderon
@scheufele
@hlgatell
@akshat_3011
@freshy808

Top Replied-To in G3:
@mono_chromatik
@paulkline
@tactics4tweets
@drippinsaucee
@ogthuglife24
@can_reling
@suzuarashiouen
@chromeburger
@soldiering_
@w781639q0q7e

Top Replied-To in G4:
@realdonaldtrump
@randpaul
@ivankatrump
@whitehouse
@sidneypowell1
@timlandesjr
@gsaemily
@portlandbb
@teamtrump
@realdillonroyal

Top Replied-To in G5:
@stephenking
@sappercop2003

Top Replied-To in G6:
@lawliberal
@rbreich

Top Replied-To in G8:
@donwinslow
@vanitaguptacr
@chrislhayes
@oscarmaclean1

Top Replied-To in G9:
@kemensosri
@sangruhi

Top Replied-To in G10:
@cnni

Top Mentioned
Top Mentioned in Entire Graph:
@stephenking
@_averagemeat
@joebiden
@narendramodi
@reuters
@kamalaharris
@jumblejim
@tvietor08
@nbcnews
@sherrysworld

Top Mentioned in G1:
@newzyfy
@mahmutazizusal
@bosguyinatl
@nabolelosyzran
@media_selangor
@zdxzjpkzkjzjxfb
@skinnergj
@robertomtico

Top Mentioned in G2:
@joebiden
@narendramodi
@kamalaharris
@theicai
@pmoindia
@mohfw_india
@abhinav143_
@irma_sandoval
@arvindkejriwal
@arouet_v

Top Mentioned in G3:
@newsbfm
@krispykuf
@j_nshow
@parxi3
@lunarvvitch
@wbkotv
@jlondon1975
@blueunbis
@otblouies
@j_kartch

Top Mentioned in G4:
@realdonaldtrump
@randpaul
@gsaemily
@oann
@drericding
@joebiden
@donie
@justin_hart
@jim_jordan
@whitehouse

Top Mentioned in G5:
@stephenking
@briancaskeync
@nancysinatra
@dillonreedrose

Top Mentioned in G6:
@jumblejim
@rbreich
@jaketapper
@4evernevertrump
@dwuhlfelderlaw
@globalecoguy
@cnnamanda
@vjlangmaid
@minhtngo
@ajfaultlines

Top Mentioned in G7:
@_averagemeat

Top Mentioned in G8:
@msnbc
@ajenglish
@npr
@donwinslow
@yahoo
@mitchellreports
@chrislhayes
@business
@oren_jacobson
@time

Top Mentioned in G9:
@jokowi
@msaid_didu
@juliaribatubara
@kemensosri
@adhiemassardi
@rizmaya__
@mohmahfudmd
@divhumas_polri
@kiyai_marufamin
@ridwankamil

Top Mentioned in G10:
@reuters
@us_fda
@nowthisnews
@torontostar
@cnni
@nkeung
@mikeerman1
@roelgrif
@lescrises
@lexharvs

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@zazoomblog
@juanmuriangoski
@americanair
@gocoo_59
@infoapuntes
@okezonenews
@detikcom
@kompascom

Top Tweeters in G1:
@zazoomblog
@infoapuntes
@okezonenews
@afropages
@pairsonnalitesu
@medicinehelp
@pairsonnalitesa
@titrespresse
@skinnergj
@bitcoinagile

Top Tweeters in G2:
@lechatnoire4
@eldiario
@pajaropolitico
@aajtak
@didifrench
@ajaykushwaha_
@a31x64vijay
@inglamwetrust
@lopezdoriga
@ricardoalemanmx

Top Tweeters in G3:
@hoperadio1
@wordnuvola
@lotustest2
@bbcr2musicbot
@maryhigley1
@tppsimulator
@901jazzplaylist
@murphyslawx
@waynedupreeshow
@ellysiumfields

Top Tweeters in G4:
@rosenchild
@tadrow
@loyalfan1
@rolandsmartin
@gyggy
@viralvideovlogs
@rmr11rock
@dollymad1812
@amandanonumbers
@titorodriguezz

Top Tweeters in G5:
@phendricks71
@steventeaster
@stonefree63
@coalminetweety
@scorpiess93
@lindasn0228wi
@lkgrube
@loomerjan
@cadetkb
@crazycommoncens

Top Tweeters in G6:
@sheiladecker19
@sanjai2july
@margaritateresa
@m42calhoun
@binderfaith1
@shuvankr
@hope4the_future
@seusssl
@jaketapper
@lhgmk2

Top Tweeters in G7:
@muttinda
@dopestoddfuture
@quansequences
@lmaoaiyanna
@a_maan_duuh
@_illums
@jedi_master_liz
@gabrieldivina2
@justwannafreefx
@laurmanisho

Top Tweeters in G8:
@dailymirror
@business
@aclaysuper
@cnbc
@time
@mandelamen
@ajenglish
@garyd552
@dandrezner
@ideagov

Top Tweeters in G9:
@fagtng
@newagestein
@aryprasetyo85
@ganjarpranowo
@lailyshey
@satyajogja_
@dkijakarta
@widyarenee
@divhumas_polri
@sammyfish13

Top Tweeters in G10:
@loupo85
@vedehimajumdar
@reuters
@pouceopposable
@outlookindia
@jonathanotcher1
@torontostar
@ft
@cnni
@antiprofessor