COVID-19, Twitter, 8/14/2020 8:48:03 PM, 232641


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COVID-19_2020-08-14_00-00-01.xlsx
COVID-19_2020-08-14_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 14, 2020
Short Description:
COVID-19 via NodeXL https://bit.ly/3aoVqoO
@pmoindia
@hrdministry
@narendramodi
@soumyakantimai8
@ndtv
@reuters
@gadgets360
@world_news_eng
@who
@bts_thailand

Top hashtags:
#covid19
#covid_19
#coronavirus
#covid
#covid__19
#bsnl
#bsnl_pride_of_india

Description:
Description
The graph represents a network of 11,130 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, 14 August 2020 at 07:24 UTC.

The requested start date was Friday, 14 August 2020 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 2-day, 0-hour, 3-minute period from Tuesday, 11 August 2020 at 06:56 UTC to Thursday, 13 August 2020 at 07:00 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 : 11130
Unique Edges : 6289
Edges With Duplicates : 12039
Total Edges : 18328
Number of Edge Types : 5
Tweet : 3566
Retweet : 5434
MentionsInRetweet : 6373
Mentions : 2466
Replies to : 489
Self-Loops : 3604
Reciprocated Vertex Pair Ratio : 0.00338791643139469
Reciprocated Edge Ratio : 0.00675295441755768
Connected Components : 3505
Single-Vertex Connected Components : 1188
Maximum Vertices in a Connected Component : 687
Maximum Edges in a Connected Component : 1679
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 5.560765
Graph Density : 7.17308744780741E-05
Modularity : 0.561912
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 11,130 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, 14 August 2020 at 07:24 UTC.

The requested start date was Friday, 14 August 2020 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 2-day, 0-hour, 3-minute period from Tuesday, 11 August 2020 at 06:56 UTC to Thursday, 13 August 2020 at 07:00 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:
[38] https://www.theguardian.com/business/2020/aug/12/uk-economy-covid-19-plunges-into-deepest-slump-in-history?CMP=Share_iOSApp_Other
[23] https://www.reuters.com/article/us-health-coronavirus-argentina-vaccine-idUSKCN25903P?taid=5f34e3c8d7d51b00016360aa&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[20] https://www.rollingstone.com/politics/political-commentary/covid-19-end-of-american-era-wade-davis-1038206/
[20] https://dmkitwing.in/covid-19-report-analysis.html
[13] https://www.reuters.com/article/us-health-coronavirus-russia-germany-idUSKCN2580K3?taid=5f338fff66390400010dcc7c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[11] https://hackathon.maxonrow.com
[11] https://www.buzzfeed.com/jp/naokoiwanaga/covid-19-okabe-8-1?utm_source=dynamic&utm_campaign=bfsharetwitter
[9] https://www.theguardian.com/business/live/2020/aug/12/uk-gdp-slump-recession-covid-19-q2-june-business-live?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1597212404
[9] https://www.eldiario.es/madrid/madrid-privatiza-prisa-rastreo-casos-covid-19-incapacidad-controlar-aumento-contagios_1_6156893.html
[9] https://www.city.yokosuka.kanagawa.jp/0510/covid-19/pcr.html

Top URLs in Tweet in G1:
[4] https://sokodirectory.com/2020/08/russia-becomes-first-country-to-approve-covid-19-vaccine/
[3] https://www.rollingstone.com/politics/political-commentary/covid-19-end-of-american-era-wade-davis-1038206/
[3] https://www.cnn.com/2020/08/11/health/covid-19-children-cases-rising-wellness/index.html
[3] https://www.elconfidencial.com/mundo/2020-08-12/covid-19-vacuna-rusa-propaganda_2711395/?utm_source=twitter&utm_medium=social&utm_campaign=BotoneraWeb
[3] https://rijksoverheid.nl/
[3] https://coronadashboard.rijksoverheid.nl/
[3] http://www.granma.cu/cuba/2020-08-11/mesa-la-ciencia-frente-a-la-covid-19-11-08-2020-23-08-12?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.timeslive.co.za/news/south-africa/2020-08-12-breaking-sa-could-move-to-level-two-this-week-to-save-economy-from-covid-19-battering/
[2] https://www.rollingstone.com/politics/political-commentary/covid-19-end-of-american-era-wade-davis-1038206/#utm_medium=social&utm_source=twitter&utm_campaign=social_bar&utm_content=bottom_amp&utm_id=1038206
[2] https://www.youtube.com/watch?feature=player_embedded&v=6l3ne-DM0_s

Top URLs in Tweet in G2:
[5] https://www.livehindustan.com/national/story-union-minister-of-state-for-ayush-shripad-y-naik-tested-positive-for-covid-19-3415352.html
[3] https://timesofindia.indiatimes.com/india/need-to-increase-covid-19-testing-in-10-most-affected-states-pm-modi-tells-cms/articleshow/77481491.cms
[2] https://www.republicworld.com/world-news/rest-of-the-world-news/russia-health-ministry-approved-worlds-first-covid-19-vaccine-puti.html
[2] https://www.livemint.com/news/india/74-of-rural-indians-satisfied-with-modi-govt-s-steps-to-fight-covid-19-survey-11597060958935.html
[2] https://www.pscp.tv/w/cgD6SjFKUkVtWk9PR3lHUVB8MW5BS0VBa2FCUFhLTPqTPPcll2Rzpfk6bfGfhF6PzB9fzHURKTdSgXLwfrHK
[2] https://www.indiatvnews.com/science/covid-19-does-not-directly-cause-loss-of-taste-study-641244
[2] https://www.tribuneindia.com/news/health/expert-committee-on-covid-19-vaccine-administration-to-meet-on-wednesday-125056
[1] http://www.narendramodi.in/prime-minister-narendra-modi-interacts-with-cms-to-discuss-the-current-situation-and-plan-ahead-for-tackling-the-pandemic
[1] https://twitter.com/AlwaysRamCharan/status/1246368903061618693
[1] https://www.dailypioneer.com:443/2020/state-editions/covid-19-positive-commits-suicide-at-aiims-raipur.html

Top URLs in Tweet in G3:
[1] http://en.yna.co.kr/view/AEN20200813005800315

Top URLs in Tweet in G4:
[2] https://twitter.com/nytimes/status/1293769274675298305
[2] https://justthenews.com/politics-policy/coronavirus/ten-experts-nih-covid-19-panel-have-ties-companies-involved-coronavirus
[2] https://www.youtube.com/watch?v=KlRAHbM9DQQ&feature=youtu.be

[1] https://people.com/politics/marlee-matlin-donald-trump-covid-19-briefings-lack-sign-language-interpreters/
[1] https://www.cdc.gov/coronavirus/2019-ncov/index.html
[1] https://www.laconiadailysun.com/
[1] https://www.laconiadailysun.com/opinion/letters_to_editor/jennifer-watson-hcq-safe-effective-if-used-early-in-treatment-of-covid-19/article_85b78aa2-dcb8-11ea-879f-77f5dba453d3.html
[1] https://petitions.whitehouse.gov/petition/please-give-zelenko-protocol-eua
[1] https://twitter.com/sayitellieb/status/1293625122155192320
[1] https://hcqtrial.com/

Top URLs in Tweet in G5:
[2] https://www.cnnindonesia.com/gaya-hidup/20200813105012-255-535248/studi-pada-remaja-perokok-pengguna-vape-berisiko-covid-19?utm_source=twitter&utm_medium=oa&utm_content=cnnindonesia&utm_campaign=cmssocmed
[2] https://www.cnnindonesia.com/teknologi/20200810134427-199-534069/pakar-bantah-mendagri-tito-soal-covid-19-bisa-melemah-sendiri?utm_source=twitter&utm_medium=oa&utm_content=cnnindonesia&utm_campaign=cmssocmed
[2] https://www.cnnindonesia.com/nasional/20200813131305-20-535297/update-zonasi-covid-19-zona-merah-berkurang-jadi-33-daerah?utm_source=twitter&utm_medium=oa&utm_content=cnnindonesia&utm_campaign=cmssocmed
[1] https://megapolitan.kompas.com/read/2020/08/13/13503011/tak-bisa-batasi-pergerakan-warga-pemkot-depok-minta-hal-ini-diterapkan-di?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.kompas.com/global/read/2020/08/11/133429470/duterte-siap-jadi-orang-pertama-yang-disuntik-vaksin-covid-19-dari-rusia?utm_source=dlvr.it&utm_medium=twitter
[1] https://regional.kompas.com/read/2020/08/11/14443401/warga-tak-pinjamkan-cangkul-petugas-kuburkan-jenazah-covid-19-pakai-tangan
[1] https://regional.kompas.com/read/2020/08/11/12140301/hari-pertama-uji-vaksin-covid-19-petugas-dan-peserta-dipastikan-negatif

Top URLs in Tweet in G6:
[23] https://www.reuters.com/article/us-health-coronavirus-argentina-vaccine-idUSKCN25903P?taid=5f34e3c8d7d51b00016360aa&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[13] https://www.reuters.com/article/us-health-coronavirus-russia-germany-idUSKCN2580K3?taid=5f338fff66390400010dcc7c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] http://www.astroawani.com/berita-dunia/virus-covid-19-dikesan-pada-bungkusan-makanan-sejuk-beku-di-china-254906
[4] http://www.astroawani.com/berita-dunia/new-zealand-rekod-100-hari-tanpa-jangkitan-baharu-covid-19-254554
[3] https://www.reuters.com/article/us-health-coronavirus-russia-vaccine-spu-idUSKCN2571FV?taid=5f328d0866390400010dc898&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] http://www.astroawani.com/berita-malaysia/covid-19-pemilik-restoran-nasi-kandar-salleh-didenda-rm12-000-dipenjara-5-bulan-255061
[2] https://www.reuters.com/article/us-health-coronavirus-latam-idUSKCN25722Z?taid=5f32d34d66390400010dc9b7&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] http://www.astroawani.com/berita-malaysia/covid-19-pinjaman-tekun-bantu-kelangsungan-usahawan-mikro-pekerja-255059
[2] https://www.ndtv.com/india-news/expert-panel-to-meet-tomorrow-decide-priority-of-who-gets-covid-19-vaccine-first-2277537
[2] https://www.ndtv.com/india-news/coronavirus-need-to-asses-safety-effectiveness-of-russias-covid-19-vaccine-says-aiims-chief-dr-randeep-guleria-2278163

Top URLs in Tweet in G7:
[4] https://mazo4f.com/venezuela-reporta-1150-nuevos-casos-de-covid-19-y-nueve-fallecidos
[4] https://mazo4f.com/venezuela-contabiliza-21042-recuperados-de-covid-19
[2] https://www.vtv.gob.ve/ministro-jorge-rodriguez-da-positivo-a-la-covid-19/
[2] https://mazo4f.com/noticia-nueva-223907
[2] https://mazo4f.com/onu-advirtio-que-el-covid-19-puede-comprometer-los-procesos-de-paz
[2] http://www.psuv.org.ve/temas/noticias/gobernador-garcia-carneiro-resulto-positivo-al-covid-19/#.XzRGgygzbIU
[2] http://www.psuv.org.ve/temas/noticias/ministro-jorge-rodriguez-da-positivo-a-covid-19/
[2] http://www.psuv.org.ve/temas/noticias/covid-19-1-119-casos-comunitarios-y-31-importados-se-detectaron-ultimas-24-horas/
[2] http://www.psuv.org.ve/portada/vicepresidente-tareck-aissami-informa-que-supero-covid-19/#.XzQHr_MzbDc
[2] https://mazo4f.com/1-mil-600-pruebas-rapidas-para-detectar-el-covid-19-arribaron-a-anzoategui

Top URLs in Tweet in G9:
[3] https://www.latimes.com/california/story/2020-08-11/san-quentin-coronavirus-herd-immunity-covid-19
[3] https://www.latimes.com/world-nation/story/2020-08-11/trini-lopez-1960s-era-singer-mentored-by-sinatra-dies
[3] https://www.mja.com.au/journal/2020/fit-testing-n95p2-masks-protect-health-care-workers
[2] http://abcnews.go.com/Health/coronavirus-updates-us-records-1000-deaths-covid-19/story?id=72322071
[1] https://on.ft.com/2PNm5SL
[1] https://www.washingtonpost.com/politics/us-reports-highest-number-of-covid-19-deaths-in-one-day-since-mid-may/2020/08/12/4cafe146-dcae-11ea-8051-d5f887d73381_story.html
[1] https://twitter.com/physns1stwatch/status/1292822917940760576
[1] https://abcn.ws/3itYXoE
[1] https://abcn.ws/2CkvgqC
[1] https://abcn.ws/3intXqq

Top URLs in Tweet in G10:
[2] https://megapolitan.kompas.com/read/2020/08/12/10402061/hoaks-data-bin-tetapkan-jakarta-zona-hitam-covid-19?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.youtube.com/watch?v=qlFynfugEFQ&feature=youtu.be

[2] https://www.gelora.co/2020/08/profesor-hukum-negara-bisa-tangkap.html
[2] https://www.gelora.co/2020/08/singgung-awal-mula-covid-19-anies.html
[1] http://megapolitan.kompas.com/read/2020/08/12/12383401/wakapolri-tangkap-penyebar-berita-hoaks-terkait-covid-19
[1] https://twitter.com/U_y_o_k/status/1293426549970964480
[1] https://twitter.com/detikcom/status/1293438265589141505
[1] https://fajar.co.id/2020/08/12/sukarelawan-vaksin-covid-19-diberi-uang-rp200-ribu-kesaksian-nina-begini/
[1] https://rmco.id/baca-berita/government-action/43811/wapres-dorong-peneliti-ngebut-ciptakan-vaksin
[1] https://rmco.id/baca-berita/zona-sport/43792/takut-covid19-ramerame-petenis-unggulan-mundur-dari-us-open

Top Domains
Top Domains in Tweet in Entire Graph:
[210] twitter.com
[154] theguardian.com
[93] bit.ly
[85] co.uk
[53] youtube.com
[47] co.nz
[45] reuters.com
[45] com.au
[31] co.za
[31] com.mx

Top Domains in Tweet in G1:
[66] twitter.com
[20] theguardian.com
[19] co.uk
[17] linkedin.com
[15] com.mx
[13] youtube.com
[11] com.au
[10] instagram.com
[9] co.za
[8] gov.uk

Top Domains in Tweet in G2:
[7] livehindustan.com
[3] business-standard.com
[3] indiatimes.com
[3] tribuneindia.com
[2] twitter.com
[2] republicworld.com
[2] dailypioneer.com
[2] livemint.com
[2] pscp.tv
[2] indiatvnews.com

Top Domains in Tweet in G3:
[1] co.kr

Top Domains in Tweet in G4:
[6] twitter.com
[3] justthenews.com
[2] laconiadailysun.com
[2] whitehouse.gov
[2] thegatewaypundit.com
[2] youtube.com
[1] people.com
[1] cdc.gov
[1] hcqtrial.com
[1] acpjournals.org

Top Domains in Tweet in G5:
[6] cnnindonesia.com
[4] kompas.com

Top Domains in Tweet in G6:
[41] reuters.com
[14] astroawani.com
[7] ndtv.com
[4] reut.rs
[2] com.my
[1] thedailybeast.com
[1] bit.ly
[1] es.pn
[1] aninews.in
[1] wsj.com

Top Domains in Tweet in G7:
[26] mazo4f.com
[9] gob.ve
[8] org.ve
[5] caraotadigital.org
[2] rt.com
[2] twitter.com
[1] radiotaino.cu
[1] gob.cu
[1] youtube.com
[1] com.ve

Top Domains in Tweet in G9:
[7] latimes.com
[4] twitter.com
[4] com.au
[3] abcn.ws
[2] go.com
[1] ft.com
[1] washingtonpost.com
[1] nationalgeographic.com
[1] aap.org
[1] theguardian.com

Top Domains in Tweet in G10:
[6] rmco.id
[4] kompas.com
[4] gelora.co
[2] twitter.com
[2] youtube.com
[1] co.id

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[435] covid19
[308] covid_19
[199] coronavirus
[137] covid
[129] covid__19
[100] bsnl
[92] bsnl_pride_of_india
[77] अनंत_हेगड़े_माफ़ी_मांगो
[34] baktisosialpolwan
[30] corona



Top Hashtags in Tweet in G1:
[72] covid19
[57] covid_19
[49] coronavirus
[33] covid
[26] covid__19
[7] pandemic
[6] sokonews
[5] corona
[5] covidー19
[5] adaptasikebiasaanbaru

Top Hashtags in Tweet in G2:
[20] studentsboycottelections
[19] pleasepostponejee_neet
[17] bsnl
[14] covid
[13] bsnl_pride_of_india
[13] covid19
[10] अनंत_हेगड़े_माफ़ी_मांगो
[9] nomorewaitugc
[8] indiafightscorona
[8] cancelcompartmentexam2020

Top Hashtags in Tweet in G3:
[8] bts
[7] mapofthesoulone
[3] 방탄소년단
[1] mtvhottest

Top Hashtags in Tweet in G4:
[2] trump2020
[2] lockdowns
[2] mailinvoterfraud
[2] bidenharris2020
[2] ourlivesmatter
[1] wewanttoplay
[1] worstpresidentever
[1] access
[1] zelenkoprotocol
[1] factsoverfear

Top Hashtags in Tweet in G5:
[2] regional
[2] smartnews
[1] megapolitan
[1] videokompas
[1] beritasonora

Top Hashtags in Tweet in G6:
[21] hapuscovid19
[13] awaninews
[12] disiplinmalaysia
[4] awani745
[4] nstnation
[2] covid__19
[1] prosecutetrump
[1] normabaharu
[1] considerthis
[1] ipl2020

Top Hashtags in Tweet in G7:
[23] elregresodelnecio
[12] covid_19
[11] cubaporlasalud
[10] audio
[10] cubacoopera
[9] uniónyluchaconelpueblo
[8] infoiaim
[8] somoscontinuidad
[7] juventudconcienteysolidaria
[7] mmedicacubanatachira

Top Hashtags in Tweet in G9:
[4] covid__19
[4] covid19
[3] breakingnews
[2] covid
[2] covid_19
[1] auspol
[1] maskupmelbourne
[1] masks

Top Hashtags in Tweet in G10:
[7] corona
[6] coronavirus
[6] rakyatmerdeka
[6] rmcoid
[5] covid19
[5] covid_19
[3] vaksincorona
[3] covidー19
[3] covid__19
[3] covid

Top Words
Top Words in Tweet in Entire Graph:
[7105] covid
[7013] 19
[743] ต
[534] cases
[532] 10
[493] 11
[477] ท
[435] #covid19
[412] क
[407] ค

Top Words in Tweet in G1:
[1027] 19
[1024] covid
[73] cases
[72] #covid19
[69] 2020
[57] #covid_19
[54] pandemic
[49] more
[49] #coronavirus
[46] क

Top Words in Tweet in G2:
[335] 19
[328] covid
[138] क
[122] र
[73] cases
[69] स
[68] exams
[65] narendramodi
[63] pmoindia
[60] people

Top Words in Tweet in G3:
[729] ต
[463] ท
[397] ค
[331] bts
[330] 10
[330] 11
[328] map
[328] soul
[318] น
[306] ร

Top Words in Tweet in G4:
[214] covid
[204] 19
[43] 000
[43] drdavidsamadi
[41] realdonaldtrump
[34] joebiden
[32] deaths
[30] kamalaharris
[24] americans
[22] health

Top Words in Tweet in G5:
[109] covid
[109] 19
[104] yang
[101] tidak
[97] indonesia
[97] end
[97] pandemi
[96] udh
[96] masuk
[96] fase

Top Words in Tweet in G6:
[87] covid
[86] 19
[45] vaccine
[43] reuters
[23] argentina
[23] mexico
[23] produce
[23] astrazeneca
[22] 501awani
[21] #hapuscovid19

Top Words in Tweet in G7:
[122] covid
[121] 19
[33] casos
[23] #elregresodelnecio
[20] venezuela
[16] contra
[16] cubana
[16] realizando
[15] salud
[15] cdi

Top Words in Tweet in G8:
[196] ป
[99] รายงานว
[99] ดเช
[98] ตอนน
[98] ฉ
[98] นสนใจส
[98] ดค
[98] อข
[98] าวท
[98] าม

Top Words in Tweet in G9:
[46] 19
[44] covid
[24] immunity
[21] profshanecrotty
[21] herd
[20] pre
[20] existing
[19] claims
[18] various
[18] tweets

Top Words in Tweet in G10:
[45] covid
[45] 19
[24] dan
[22] untuk
[22] vaksin
[15] jokowi
[15] saya
[14] rakyat
[12] ini
[11] ke

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6837] covid,19
[398] ต,ค
[331] map,soul
[328] bts,map
[301] 11,ต
[301] ร,ต
[278] คอนเส,ร
[278] ต,bts
[228] 19,pandemic
[201] 19,vaccine

Top Word Pairs in Tweet in G1:
[989] covid,19
[35] 19,pandemic
[27] #covid,19
[27] 19,vaccine
[24] 19,cases
[23] pandemi,covid
[22] positive,covid
[22] during,covid
[16] due,covid
[14] vaksin,covid

Top Word Pairs in Tweet in G2:
[328] covid,19
[37] 19,lockdown
[37] many,people
[35] country,suffering
[35] suffering,greatly
[35] greatly,covid
[35] lockdown,flood
[35] flood,many
[35] people,lost
[35] lost,home

Top Word Pairs in Tweet in G3:
[397] ต,ค
[328] bts,map
[328] map,soul
[301] 11,ต
[301] ร,ต
[278] คอนเส,ร
[278] ต,bts
[155] อมก,น
[154] งออนไลน,และออฟไลน
[153] soul,ท

Top Word Pairs in Tweet in G4:
[201] covid,19
[21] joebiden,kamalaharris
[18] tomorrow,joebiden
[18] kamalaharris,receive
[18] receive,briefing
[18] briefing,public
[18] public,health
[18] health,experts
[18] experts,covid
[18] 19,deliver

Top Word Pairs in Tweet in G5:
[109] covid,19
[96] indonesia,udh
[96] udh,masuk
[96] masuk,fase
[96] fase,end
[96] end,game
[96] game,pandemi
[96] pandemi,dmn
[96] dmn,tidak
[96] tidak,kuatnya

Top Word Pairs in Tweet in G6:
[85] covid,19
[43] 19,vaccine
[23] argentina,mexico
[23] mexico,produce
[23] produce,astrazeneca
[23] astrazeneca,covid
[22] reuters,argentina
[13] germany,russian
[13] russian,covid
[13] vaccine,sufficiently

Top Word Pairs in Tweet in G7:
[118] covid,19
[15] casos,covid
[14] 19,#elregresodelnecio
[14] brigada,medica
[14] medica,cubana
[14] cubana,cdi
[14] realizando,pesquiza
[14] pesquiza,activa
[14] combatiendo,covid
[12] contra,covid

Top Word Pairs in Tweet in G8:
[98] ตอนน,ฉ
[98] ฉ,นสนใจส
[98] นสนใจส,ดค
[98] ดค,อข
[98] อข,าวท
[98] าวท,รายงานว
[98] รายงานว,าม
[98] าม,ชาวญ
[98] ชาวญ,ป
[98] ป,นคนหน

Top Word Pairs in Tweet in G9:
[44] covid,19
[20] existing,immunity
[18] various,tweets
[18] tweets,misinterpreting
[18] misinterpreting,covid
[18] 19,pre
[18] pre,existing
[18] immunity,making
[18] making,dangerous
[18] dangerous,claims

Top Word Pairs in Tweet in G10:
[45] covid,19
[14] vaksin,covid
[10] top,news
[10] news,koran
[10] koran,rakyat
[10] rakyat,merdeka
[9] bio,farma
[8] untuk,sesama
[7] fasilitas,produksi
[6] pandemi,covid

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@malanghumas
@drrpnishank
@polresjbg
@gemolonghumas
@sektorkelay
@polresberau1
@covid_19_rus
@bbcnews
@bwesittt

Top Replied-To in G1:
@councilpractice

Top Replied-To in G2:
@drrpnishank
@meenadasnarayan
@hemantsorenjmm
@narendramodi
@amitshah
@panther285
@shekharsuman7
@ishkarnbhandari
@apurva_lostsoul
@smitaparikh2

Top Replied-To in G3:
@deadwtu
@bts_twt

Top Replied-To in G4:
@realdonaldtrump
@whitehouse
@kamalaharris
@ryanstruyk
@zev_dr
@theleoterrell
@ciaspygirl
@evanakilgore
@drdavidsamadi
@joebiden

Top Replied-To in G5:
@firdzaradiany

Top Replied-To in G6:
@kkmputrajaya

Top Replied-To in G7:
@luisanaanegrina

Top Replied-To in G9:
@abc
@latimes

Top Replied-To in G10:
@hmsafrizalsh
@jokowi

Top Mentioned
Top Mentioned in Entire Graph:
@bts_thailand
@_candyclover
@pompomcoffee
@shookookkk
@pmoindia
@narendramodi
@heyjoshd
@drrpnishank
@paulsperry_
@reuters

Top Mentioned in G1:
@prajakta2020
@abrar39206770
@alfavita
@bizguru4
@bombshelldaily
@rouqui2
@msri_sa

Top Mentioned in G2:
@narendramodi
@pmoindia
@drrpnishank
@hrdministry
@31petitioners
@dg_nta
@sandeep_saurav_
@chhattisgarhcmo
@ts_singhdeo
@mohfw_india

Top Mentioned in G3:
@bts_thailand
@_candyclover
@bts_twt
@armyland_th
@btspressdata
@armyteamiid
@emesspace
@bangtacosmx
@mildlittlemy
@bangtanworld_th

Top Mentioned in G4:
@drdavidsamadi
@realdonaldtrump
@joebiden
@kamalaharris
@jamestodaromd
@thematthill
@sethabramson
@realmattcouch
@zev_dr
@mmpadellan

Top Mentioned in G5:
@shookookkk
@kompascom
@cnnindonesia
@afrkml
@dwikiabandhika
@firdzaradiany

Top Mentioned in G6:
@reuters
@501awani
@thedailyedge
@gadgets360
@ani
@ndtv
@sharaadkuttan
@espncricinfo
@nst_online
@aajtak

Top Mentioned in G7:
@conelmazodando
@vtvcanal8
@jorgerpsuv
@cubacoopera_ve3
@nicolasmaduro
@drodriven2
@minsapcuba
@diazcanelb
@japortalmiranda
@actualidadrt

Top Mentioned in G8:
@pompomcoffee

Top Mentioned in G9:
@profshanecrotty
@latimes
@natgeo
@abc
@mja_editor
@billbowtell
@themja
@nataliexdean
@profpcdoherty
@normanswan

Top Mentioned in G10:
@jokowi
@bin_official
@rakyatmerdeka99
@divhumas_polri
@dkijakarta
@erickthohir
@tjhinfar21
@u_y_o_k
@marlina_idha
@notesofmila

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@periodicovzlano
@pulpnews
@geonews_urdu
@tomthunkitsmind
@tesco
@contrapuntovzla
@extravzla
@the_news_diva

Top Tweeters in G1:
@pulpnews
@contrapuntovzla
@the_news_diva
@tuiterpro
@republikaonline
@noticias24
@informe21
@diarioprimicia
@radioelshinta
@freiewelteu

Top Tweeters in G2:
@dhruvbhim
@railminindia
@indiatvnews
@gops33
@news18india
@republic
@bsindia
@zeenews
@tv9gujarati
@pib_india

Top Tweeters in G3:
@faicho_
@cmdfhh
@plalaplz_
@kttyjk
@aoey_kth1230
@danity85
@bigsister081
@bellpryn
@_janelkz
@fwxnp_

Top Tweeters in G4:
@myplace4u
@ryukyuasagao
@dsdr2011
@dutyofapatriot
@drwilda
@shotsrangout
@drmartyfox
@realmattcouch
@jjpearso64
@jiminclwr

Top Tweeters in G5:
@kompascom
@sonorafm92
@cnnindonesia
@fenrysva
@dodi_ahmad07
@couchpotatx
@nndrfaal
@radiosmartfm
@afrkml
@euchyaa

Top Tweeters in G6:
@ndtv
@reuters
@world_news_eng
@aajtak
@ani
@news5ph
@themominatrixx
@501awani
@abpnews
@skyebright8

Top Tweeters in G7:
@caraotadigital
@conelmazodando
@vtvcanal8
@actualidadrt
@laradiodelsur
@partidopsuv
@nanciparra1
@yasmi70
@prof_yurbe
@ilmessaggeroit

Top Tweeters in G8:
@pcysakura
@neomulonelyoy
@justbenan
@mysteriousmuay
@de1530
@kunnaylee
@psdgirl_pt
@naruedon02
@patto_ot
@slurpypay

Top Tweeters in G9:
@abc
@latimes
@gma
@escribitionist
@noplaceforsheep
@mackayim
@uselaine
@kif_inti_mary
@abcmelbourne
@gillditch55

Top Tweeters in G10:
@thearieair
@duta_kurniawan
@humasbkipm
@geloraco
@aryprasetyo85
@nkrindonesia79
@zoel_dmq
@dkijakarta
@tjhinfar21
@divhumas_polri