COVID-19, Twitter, 4/7/2020 11:49:49 AM, 224550


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COVID-19_2020-04-07_00-00-01.xlsx
COVID-19_2020-04-07_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 07, 2020
Short Description:
COVID-19 via NodeXL https://bit.ly/2JMaS1Q
@narendramodi
@pmoindia
@who
@reportingduo
@chhajer_naveen
@realdonaldtrump
@gordonmuero
@bjp4india
@dghisham
@amitnanda_an

Top hashtags:
#covid_19
#covid19
#coronavirus
#covid
#covid2019
#โควิด19
#stayhome
#corona

Description:
Description
The graph represents a network of 8,336 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, 07 April 2020 at 07:02 UTC.

The requested start date was Tuesday, 07 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 0-hour, 1-minute period from Sunday, 05 April 2020 at 10:18 UTC to Monday, 06 April 2020 at 10:20 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 : 8336
Unique Edges : 8323
Edges With Duplicates : 738
Total Edges : 9061
Number of Edge Types : 4
MentionsInRetweet : 4586
Tweet : 2649
Mentions : 1547
Replies to : 279
Self-Loops : 2649
Reciprocated Vertex Pair Ratio : 0.00625601539942252
Reciprocated Edge Ratio : 0.0124342419894787
Connected Components : 2761
Single-Vertex Connected Components : 632
Maximum Vertices in a Connected Component : 443
Maximum Edges in a Connected Component : 635
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.531742
Graph Density : 9.02842464136731E-05
Modularity : 0.812454
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 8,336 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, 07 April 2020 at 07:02 UTC.

The requested start date was Tuesday, 07 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 0-hour, 1-minute period from Sunday, 05 April 2020 at 10:18 UTC to Monday, 06 April 2020 at 10:20 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:
[15] https://www.thegatewaypundit.com/2020/04/cdc-tells-hospitals-list-covid-19-cause-death-even-assumed-caused-contributed-death-lab-tests-not-required/
[13] http://www.astroawani.com/berita-bisnes/malaysia-negara-membangun-paling-besar-berbelanja-perangi-covid-19-237020
[10] http://www.astroawani.com/berita-malaysia/covid-19-semua-daerah-di-kl-dikategorikan-zon-merah-236997
[9] https://www.deccanherald.com/national/south/rss-serves-food-to-over-1-lakh-mumbaikars-during-covid-19-lockdown-821880.html
[7] https://media.interieur.gouv.fr/deplacement-covid-19/
[6] https://punchng.com/serap-advises-fg-to-transfer-n5000-electronically/
[6] https://www.abplive.com/news/india/coronavirus-live-updates-covid-19-cases-rises-in-india-latest-news-1342330
[6] https://www.theguardian.com/world/2020/apr/04/uk-risks-losing-offer-of-400000-covid-19-testing-kits-a-week?CMP=share_btn_tw
[5] https://www.buzzfeed.com/jp/naokoiwanaga/covid-19-isono-1
[5] https://www.lavanguardia.com/vida/20200405/48326310676/oms-impresionada-por-la-actuacion-de-espana-en-el-combate-contra-el-covid-19.html

Top URLs in Tweet in G1:
[2] https://www.foxnews.com/us/sailors-uss-teddy-roosevelt-positive-covid-19-navy
[2] https://www.buzzfeed.com/jp/naokoiwanaga/covid-19-isono-1
[2] https://www.superhaber.tv/son-dakika-koronavirus-salgininda-son-durum-olu-ve-vaka-sayisi-artiyor-corona-koronavirus-kovid-19-covid-19-haber-267845
[2] https://www.lasiciliaweb.it/2020/04/05/positiva-al-covid-19-in-casa-tra-i-rifiuti/
[2] https://www.businessinsider.com/tiger-tests-positive-for-covid-19-bronx-zoo-in-nyc-2020-4
[2] https://parallaximag.gr/epikairotita/chitos-avee-fysiko-metalliko-nero-zagori-chrimatodotei-tin-anaptyksi-neas-meth-gia-astheneis-me-covid-19
[2] https://www.newsbreak.com/news/0OfN1XIY/chicago-records-more-covid-19-deaths-among-black-residents?s=oldSite&ss=a2
[2] https://www.cnn.com/videos/politics/2020/04/06/donald-trump-coronavirus-doctor-drug-hydroxychloroquine-sot-vpx-tsr.cnn
[1] https://politics.com.ph/laban-pilipinas-chinese-medical-experts-arrive-in-manila-to-help-pinoys-fight-covid-19/?fbclid=IwAR3H8s-odfS_BUKybK9XKGgupAqGlvLBP9PKgqN5Q7TiOTUXUo85CKoFYhI
[1] https://portale.fnomceo.it/elenco-dei-medici-caduti-nel-corso-dellepidemia-di-covid-19/

Top URLs in Tweet in G2:
[2] https://hindi.thequint.com/videos/news-videos/chhattisgarh-cm-bhupesh-baghel-interiview-on-covid-19
[2] https://www.financialexpress.com/lifestyle/health/free-coronavirus-covid-19-testing-treatment-under-ayushman-bharat-pmjay-by-modi-govt-details-here/1918923/
[2] https://indianexpress.com/article/opinion/columns/coronavirus-covid-19-impact-world-who-6347591/
[2] https://www.indiatoday.in/india/story/covid-19-lockdown-up-congress-demands-fee-waiver-for-all-school-students-in-state-1661130-2020-03-30
[1] https://www.bhaskar.com/national/news/coronavirus-outbreak-india-live-today-news-updates-delhi-kerala-maharashtra-rajasthan-haryana-cases-novel-corona-covid-19-death-toll-127115933.html
[1] https://www.bhaskar.com/business/news/rajan-urges-govt-to-invite-experts-to-deal-with-economic-impact-of-covid-19-127118577.html
[1] https://bit.ly/2wYy9ei
[1] https://bit.ly/3aIO8LT
[1] https://www.business-standard.com/article/economy-policy/covid-19-crisis-ias-officers-call-for-rs-5-10-trn-spending-on-health-infra-120040401359_1.html
[1] https://www.indiatoday.in/india/story/coronavirus-tracking-corporate-india-s-fight-against-covid-19-1663907-2020-04-06

Top URLs in Tweet in G3:
[12] http://www.astroawani.com/berita-bisnes/malaysia-negara-membangun-paling-besar-berbelanja-perangi-covid-19-237020
[10] http://www.astroawani.com/berita-malaysia/covid-19-semua-daerah-di-kl-dikategorikan-zon-merah-236997
[4] https://www.youtube.com/watch?v=h9zOzJ9nOl4&feature=youtu.be

[3] http://www.astroawani.com/berita-dunia/harimau-malaya-di-new-york-positif-covid-19-236947
[3] https://www.bernama.com/en/general/news.php?id=1828807
[2] http://www.astroawani.com/berita-malaysia/tafsir-surah-33-33-dengan-isu-covid-19-perbuatan-terpesong-jabatan-mufti-perak-236857
[2] http://www.astroawani.com/berita-malaysia/covid-19-perlu-berkorban-lebih-lama-annuar-musa-236994
[2] https://www.bernama.com/bm/am/news.php?id=1828917
[1] http://www.astroawani.com/gaya-hidup/bukan-lagi-pesta-bazir-makanan-dan-berlebih-lebih-covid-19-jadikan-ramadan-kali-ini-yang-terbaik-235843
[1] https://www.who.int/malaysia/news/detail/05-04-2020-malaysia-starts-global-solidarity-trial---a-research-effort-to-test-possible-treatments-for-covid-19

Top URLs in Tweet in G4:
[4] https://news.cgtn.com/news/2020-04-06/China-publishes-timeline-of-international-COVID-19-cooperation-Pth4kyWoPS/index.html
[2] https://bit.ly/33ZDtKo
[2] https://econ.trib.al/QWWoGCY
[2] https://www.who.int/es/news-room/q-a-detail/be-active-during-covid-19
[2] https://www.meaction.net/covid-19/
[2] http://dlvr.it/RTBwZK
[2] http://serap-nigeria.org/serap-asks-fg-cbn-to-provide-spending-details-on-covid-19-relief-funds-school-feeding.ngo/
[1] https://twitter.com/Baloch__faiz/status/1247103875250872320
[1] https://econ.st/3dVa6gL
[1] https://econ.st/2xDkPvH

Top URLs in Tweet in G5:
[2] https://www.youtube.com/watch?v=eIJd52qzwko&feature=youtu.be

[2] https://www.youtube.com/watch?v=ZrlkEYDFnT4&feature=youtu.be

[2] https://www.youtube.com/watch?v=nCBd1t8auA0&feature=youtu.be

[1] https://www.youtube.com/watch?v=ka9YOqS6pHo&feature=youtu.be

[1] https://www.youtube.com/watch?v=7WQmMhizLis&feature=youtu.be

[1] http://centrodombosco.org/2020/04/05/oms-inclui-aborto-entre-os-servicos-essenciais-durante-o-surto-da-covid-19/
[1] https://www.youtube.com/watch?v=-UO3Wd5urg0&feature=youtu.be

[1] https://www.americanthinker.com/articles/2020/04/the_unusual_covid19_political_phenomenon.html
[1] https://annals.org/aim/fullarticle/2764199/use-hydroxychloroquine-chloroquine-during-covid-19-pandemic-what-every-clinician
[1] https://www.cnn.com/2020/03/31/opinions/hydroxychloroquine-covid-19-and-lupus-fear-martin/index.html

Top URLs in Tweet in G6:
[3] https://www.gmanetwork.com/news/news/nation/732858/duterte-studying-whether-or-not-to-extend-covid-19-quarantine-in-luzon/story/?utm_source=GMANews&utm_medium=Twitter
[2] https://cnnphilippines.com/news/2020/4/6/Philippines-coronavirus-COVID-19-live-updates.html?fbclid=IwAR1vL0gYfiNJx2FQMFXIUxKjy8LEF8OvESWmeU2PTbRbqlSnTqyw_I_jCwE
[2] https://www.gmanetwork.com/news/news/world/732740/persistence-of-covid-19-devastating-for-children-in-poorest-areas-of-the-world-ngo-warns/story/?utm_source=GMANews&utm_medium=Twitter
[2] https://ncovtracker.doh.gov.ph/
[1] http://bit.ly/2x6r7UL
[1] http://cnnphilippines.com
[1] https://bit.ly/2JHVxPT
[1] http://bit.ly/2yAqdjD
[1] https://bit.ly/2wWYoBR
[1] https://bit.ly/2V3FIs6

Top URLs in Tweet in G7:
[2] https://www.cnnindonesia.com/internasional/20200405061442-134-490399/who-kini-dukung-semua-orang-pakai-masker-cegah-covid-19?utm_source=twitter&utm_medium=oa&utm_content=cnnindonesia&utm_campaign=cmssocmed
[2] https://www.cnnindonesia.com/nasional/20200406144749-12-490797/polri-siapkan-simulasi-hadapi-penjarahan-saat-psbb-covid-19?utm_source=twitter&utm_medium=oa&utm_content=cnnindonesia&utm_campaign=cmssocmed
[1] http://bit.ly/2xX53Mb
[1] https://health.detik.com/berita-detikhealth/d-4967048/update-corona-di-indonesia-6-april-2491-positif-192-sembuh-209-meninggal?utm_content=detikhealth&utm_term=echobox&utm_medium=oa&utm_campaign=detikcomsocmed&utm_source=Twitter#Echobox=1586162774
[1] https://news.detik.com/berita-jawa-barat/d-4966639/wabah-corona-habib-bahar-bin-smith-menolak-bebas-dari-penjara?utm_content=detikcom&utm_term=echobox&utm_medium=oa&utm_campaign=detikcomsocmed&utm_source=Twitter#Echobox=1586157529
[1] https://hot.detik.com/celeb/d-4965875/puji-tuhan-andrea-dian-dinyatakan-sembuh-dari-virus-corona?utm_content=detikhot&utm_term=echobox&utm_medium=oa&utm_campaign=detikcomsocmed&utm_source=Twitter#Echobox=1586074876
[1] https://finance.detik.com/sosok/d-4967212/motivator-bisnis-tung-desem-waringin-positif-corona?utm_content=detikfinance&utm_term=echobox&utm_medium=oa&utm_campaign=detikcomsocmed&utm_source=Twitter#Echobox=1586167330

Top URLs in Tweet in G8:
[1] https://facebook.com/CarnetDLaPatria/posts/1584899391664019
[1] http://mppre.gob.ve/2020/04/04/frente-amplio-rechaza-apoyo-gobierno-uruguayo-plan-injerencista-estadounidense-venezuela/
[1] https://twitter.com/IvanDuque/status/1246630188408098826
[1] https://bit.ly/2wcfmvz
[1] https://bit.ly/39G17N1
[1] https://www.vtv.gob.ve/venezuela-insistira-coordinacion-epidemiologica-colombia-covid-19-rechazo-duque/
[1] https://twitter.com/tmaniglia/status/1246674164494340097

Top URLs in Tweet in G9:
[2] https://www.tvcnews.tv/total-of-33-patients-discharged-after-recovery-from-covid-19-ncdc/
[1] http://www.kreateng.org/covid-19

Top URLs in Tweet in G10:
[2] https://www.zoomtventertainment.com/celebrity/article/pic-inside-suhana-khan-gets-productive-in-the-time-of-covid-19-takes-online-belly-dance-classes/574364
[2] https://www.zoomtvntertainment.com/celebrity/article/shah-rukh-khan-fans-trend-srk-pride-of-india-to-laud-his-contribution-in-the-fight-against-covid/574189
[1] https://twitter.com/mybmc/status/1246313682906333185
[1] https://twitter.com/iamsrk/status/1245719192352878592
[1] https://www.bollywoodhungama.com/news/features/shah-rukh-khan-grateful-able-help-bmc-tackling-covid-19/

Top Domains
Top Domains in Tweet in Entire Graph:
[223] twitter.com
[94] bit.ly
[75] youtube.com
[49] co.uk
[31] astroawani.com
[30] theguardian.com
[20] trib.al
[18] com.my
[18] co.za
[17] thegatewaypundit.com

Top Domains in Tweet in G1:
[51] twitter.com
[13] youtube.com
[8] theguardian.com
[6] instagram.com
[6] linkedin.com
[5] co.uk
[4] cnn.com
[4] wordpress.com
[4] co.za
[3] sputniknews.com

Top Domains in Tweet in G2:
[4] bit.ly
[4] indiatoday.in
[4] twitter.com
[2] bhaskar.com
[2] thequint.com
[2] financialexpress.com
[2] indiatimes.com
[2] indianexpress.com
[1] business-standard.com
[1] intoday.in

Top Domains in Tweet in G3:
[30] astroawani.com
[5] bernama.com
[4] youtube.com
[2] who.int
[1] twitter.com
[1] com.my

Top Domains in Tweet in G4:
[5] cgtn.com
[4] bit.ly
[3] twitter.com
[3] who.int
[2] econ.st
[2] trib.al
[2] wsj.com
[2] meaction.net
[2] dlvr.it
[2] serap-nigeria.org

Top Domains in Tweet in G5:
[16] youtube.com
[1] centrodombosco.org
[1] americanthinker.com
[1] annals.org
[1] cnn.com
[1] youtu.be
[1] sba.gov

Top Domains in Tweet in G6:
[6] bit.ly
[6] gmanetwork.com
[3] cnnphilippines.com
[2] gov.ph

Top Domains in Tweet in G7:
[4] cnnindonesia.com
[4] detik.com
[1] bit.ly

Top Domains in Tweet in G8:
[2] gob.ve
[2] twitter.com
[2] bit.ly
[1] facebook.com

Top Domains in Tweet in G9:
[2] tvcnews.tv
[1] kreateng.org

Top Domains in Tweet in G10:
[2] zoomtventertainment.com
[2] zoomtvntertainment.com
[2] twitter.com
[1] bollywoodhungama.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1115] covid_19
[335] covid19
[273] coronavirus
[105] covid
[49] covid2019
[45] โควิด19
[41] stayhome
[37] corona
[33] hapuscovid19
[32] indiafightscorona



Top Hashtags in Tweet in G1:
[165] covid_19
[33] covid19
[22] coronavirus
[21] covid
[9] corona
[7] stayhome
[6] coronaviruspandemic
[5] staysafe
[5] lockdowneffect
[4] covid2019

Top Hashtags in Tweet in G2:
[18] covid_19
[13] indiafightscorona
[12] covid
[10] coronavirusupdate
[9] 9pm9minute
[5] 21daylockdown
[5] covid2019
[4] coronavirus
[4] crpf
[3] covid19india

Top Hashtags in Tweet in G3:
[32] hapuscovid19
[31] awaninews
[7] solidaritytrial
[7] covid19
[4] awanipagi
[3] dudukrumah
[3] kekaltenang
[2] covid_19
[2] newsflash
[1] darimejaeditor

Top Hashtags in Tweet in G4:
[15] covid19
[13] covid_19
[10] disabilityc19
[8] covid
[5] disability
[5] zambia
[4] health
[3] coronavirus
[2] china
[2] southsudan

Top Hashtags in Tweet in G5:
[8] covid_19
[6] coronavirus
[4] hydroxychloroquine
[3] trump
[3] anthonyfauci
[2] thankyoupresidenttrump
[2] borisjohnson
[2] seriea
[2] ascoltitv
[2] harrypotter

Top Hashtags in Tweet in G6:
[7] covid19ph

Top Hashtags in Tweet in G7:
[8] infografis
[5] dataterbarucorona
[3] coronariupdate
[2] terpopuler
[2] coronaindonesia
[1] cnnindonesia
[1] viruscorona
[1] updatecorona
[1] habibbahar
[1] andreadian

Top Hashtags in Tweet in G8:
[15] covid_19
[4] coronavirus
[4] noticia
[4] solidaridadycooperación
[4] envideo
[2] ceofanb
[2] fanb
[2] bienvenidosalapatria
[2] cuba
[2] cubasalvavidas

Top Hashtags in Tweet in G9:
[4] covid19
[2] covid19nigeria
[1] takeresponsibility

Top Hashtags in Tweet in G10:
[11] shahrukhkhan
[9] covid_19
[9] srkprideofindia
[9] srk
[9] kingofbollywood
[9] bollywood
[9] covid2019
[2] coronavirusoutbreak
[2] suhanakhan
[2] shahrukhkhandonation

Top Words
Top Words in Tweet in Entire Graph:
[2765] Words in Sentiment List#1: Positive
[3374] Words in Sentiment List#2: Negative
[31] Words in Sentiment List#3: Angry/Violent
[179332] Non-categorized Words
[185471] Total Words
[4452] covid
[4410] 19
[1115] #covid_19
[625] क
[395] र

Top Words in Tweet in G1:
[431] 19
[417] covid
[165] #covid_19
[42] coronavirus
[40] #
[33] #covid19
[29] क
[29] people
[26] virus
[22] crisis

Top Words in Tweet in G2:
[221] क
[141] र
[123] स
[96] न
[85] ह
[77] प
[76] म
[76] व
[73] द
[72] 19

Top Words in Tweet in G3:
[189] anda
[168] 19
[166] covid
[120] ini
[107] dghisham
[107] dan
[96] akan
[95] lihat
[94] menular
[94] jika

Top Words in Tweet in G4:
[46] 19
[40] covid
[15] #covid19
[13] #covid_19
[12] people
[11] health
[11] arisehub
[10] #disabilityc19
[9] china
[8] disability

Top Words in Tweet in G5:
[45] covid
[45] 19
[30] realdonaldtrump
[17] youtube
[13] jairbolsonaro
[13] em
[12] não
[11] 571
[9] mortos
[9] allantercalivre

Top Words in Tweet in G6:
[67] covid
[62] 19
[34] cnnphilippines
[21] breaking
[18] cases
[16] 414
[15] amid
[15] fight
[14] 660
[14] confirmed

Top Words in Tweet in G7:
[56] kasus
[45] covid
[45] 19
[26] ini
[24] corona
[21] asumsico
[21] setelah
[20] positif
[17] sebuah
[17] kota

Top Words in Tweet in G8:
[21] covid
[19] 19
[15] #covid_19
[14] nicolasmaduro
[11] presidente
[11] venezuela
[9] pueblo
[8] pandemia
[8] ivanduque
[7] carta

Top Words in Tweet in G9:
[19] covid
[19] 19
[12] lagos
[9] ncdcgov
[6] tested
[6] state
[5] realffk
[5] nigerians
[5] ncdc
[5] drolufunmilayo

Top Words in Tweet in G10:
[19] iamsrk
[18] ल
[14] covid
[14] 19
[12] य
[11] क
[11] #shahrukhkhan
[9] #covid_19
[9] touching
[9] words

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4254] covid,19
[119] against,covid
[113] virus,covid
[93] 19,pandemic
[93] jika,anda
[93] anda,dapat
[93] dapat,lihat
[93] lihat,virus
[93] 19,menular
[93] menular,dan

Top Word Pairs in Tweet in G1:
[406] covid,19
[14] #covid,19
[13] 19,pandemic
[9] against,covid
[7] during,covid
[7] namo,app
[6] virus,corona
[6] 19,cases
[6] crisis,covid
[6] positive,covid

Top Word Pairs in Tweet in G2:
[58] covid,19
[25] र,न
[24] प,र
[21] क,स
[19] न,व
[19] ज,क
[18] क,ब
[18] क,म
[17] क,र
[17] न,क

Top Word Pairs in Tweet in G3:
[166] covid,19
[93] jika,anda
[93] anda,dapat
[93] dapat,lihat
[93] lihat,virus
[93] virus,covid
[93] 19,menular
[93] menular,dan
[93] dan,terzahir
[93] terzahir,seperti

Top Word Pairs in Tweet in G4:
[40] covid,19
[6] #covid,19
[6] cbn,provide
[6] provide,spending
[6] spending,details
[6] details,covid
[6] 19,relief
[6] relief,funds
[5] human,rights
[4] people,disabilities

Top Word Pairs in Tweet in G5:
[45] covid,19
[8] 19,não
[7] hoje,dia
[7] 571,mortos
[7] 19,youtube
[7] essa,organização
[7] organização,jairbolsonaro
[7] jairbolsonaro,realdonaldtrump
[7] realdonaldtrump,devem
[7] devem,submeter

Top Word Pairs in Tweet in G6:
[62] covid,19
[15] fight,covid
[13] amid,covid
[13] 19,battle
[12] cnnphilippines,breaking
[11] frontliners,mission
[11] mission,fight
[11] battle,iloilo
[11] iloilo,based
[11] based,designer

Top Word Pairs in Tweet in G7:
[45] covid,19
[17] sebuah,kota
[17] kota,cina
[17] cina,kembali
[17] kembali,dikarantina
[17] dikarantina,setelah
[17] setelah,terdeteksi
[17] terdeteksi,adanya
[17] adanya,kasus
[17] kasus,kasus

Top Word Pairs in Tweet in G8:
[19] covid,19
[6] presidente,nicolasmaduro
[4] contra,#covid_19
[4] diagnóstico,covid
[4] hemos,recibido
[4] recibido,confirmación
[4] confirmación,segundo
[4] segundo,caso
[4] caso,#covid_19
[4] #covid_19,#coronavirus

Top Word Pairs in Tweet in G9:
[19] covid,19
[5] lagos,state
[4] confirm,two
[4] two,nurses
[4] nurses,working
[4] working,infectious
[4] infectious,disease
[4] disease,hospital
[4] hospital,idh
[4] idh,yaba

Top Word Pairs in Tweet in G10:
[14] covid,19
[9] touching,words
[9] words,iamsrk
[9] iamsrk,#srkprideofindia
[9] #srkprideofindia,#shahrukhkhan
[9] #shahrukhkhan,#srk
[9] #srk,#kingofbollywood
[9] #kingofbollywood,#bollywood
[9] #bollywood,#covid2019
[8] teamsrkpune,touching

Top Replied-To
Top Replied-To in Entire Graph:
@covid_19_arabic
@arisehub
@pmoindia
@moh_kenya
@drolufunmilayo
@drzwelimkhize
@skynewsbreak
@bonifacemwangi
@tu_abandono
@soozlemcdoozle

Top Replied-To in G2:
@pmoindia
@incindia
@myogiadityanath
@cmomaharashtra
@shehl
@narendramodi
@sriramulubjp
@kansalrohit69
@ashokgehlot51
@ramlalm57129631

Top Replied-To in G3:
@mimisuhaina_twt

Top Replied-To in G4:
@arisehub
@moh_kenya
@benedikt_vdb

Top Replied-To in G5:
@whitehouse
@afederalfarmer
@jairbolsonaro
@thewiseonewon
@realdonaldtrump
@xfischer
@gop
@realcandaceo

Top Replied-To in G8:
@diazcanelb
@ivanduque

Top Replied-To in G9:
@drolufunmilayo
@pokohuntaz
@lsmoh
@dipo_os

Top Mentioned
Top Mentioned in Entire Graph:
@dghisham
@narendramodi
@cnnphilippines
@501awani
@tmr15
@realdonaldtrump
@kkmputrajaya
@mitchellvii
@conflits_fr
@asumsico

Top Mentioned in G1:
@industrialecho
@infosocuellamos
@expressocv
@rcdespanyol
@europa_sur
@uniprot
@noticiasdealava

Top Mentioned in G2:
@narendramodi
@incindia
@bhupeshbaghel
@bjp4india
@myogiadityanath
@pmoindia
@mammukka
@amitshah
@ashutosh83b
@satyahindi

Top Mentioned in G3:
@dghisham
@501awani
@kkmputrajaya
@mkhairulazri
@whomalaysia
@mohd_daus17
@bernamadotcom
@dradhambaba
@anakmudanegara
@muhyiddinyassin

Top Mentioned in G4:
@who
@arisehub
@theeconomist
@cgtnofficial
@moh_kenya
@mwebantu
@serapnigeria
@whoafro
@ida_crpd_forum
@robertalai

Top Mentioned in G5:
@realdonaldtrump
@youtube
@jairbolsonaro
@allantercalivre
@otonidepfederal
@andyostroy
@whitehouse
@demori
@realcandaceo
@govnedlamont

Top Mentioned in G6:
@cnnphilippines
@gmanews
@dohgovph
@whophilippines
@anjocalimario
@shailagarde

Top Mentioned in G7:
@asumsico
@detikcom
@cnnindonesia
@detikhealth
@detikhot
@detikfinance

Top Mentioned in G8:
@nicolasmaduro
@ivanduque
@edwinrojasm
@jaarreaza
@carnetdlapatria
@cancilleriave
@vtvcanal8
@diazcanelb
@dezurdateam

Top Mentioned in G9:
@ncdcgov
@realffk
@jidesanwoolu
@fisayosoyombo
@drolufunmilayo
@policeng
@tvcnewsng
@drobafemihamzat
@gboyegaakosile
@mbuhari

Top Mentioned in G10:
@iamsrk
@teamsrkpune
@pti_news
@gaurikhan
@mumbaipolice
@mybmc
@kkriders
@zoomtv
@redchilliesent
@meerfoundation

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@tesco
@vodafonein
@detikcom
@kompascom
@republikaonline
@marcodacostafx
@conelmazodando
@liputan6dotcom

Top Tweeters in G1:
@republikaonline
@bisniscom
@watsupafrica
@politicalhedge
@abscbnnews
@venepress
@ktnewsonline
@iam__network
@icare4america16
@jawapos

Top Tweeters in G2:
@indiatoday
@goeltm_tg
@news18india
@peepal59
@kukk44
@pib_india
@bjp4india
@zibrailmohamma3
@bjplive
@soulefacts

Top Tweeters in G3:
@501awani
@bernamadotcom
@boyz3643
@kkcity
@naddyrot
@tiqhrrsa
@brownchitisss
@lavenderkiss
@0wh0
@minsyura

Top Tweeters in G4:
@mothoni_
@wsj
@robertalai
@katelizlincoln
@theeconomist
@donbiyo
@marieannelecler
@cgtnofficial
@anthonymkreis
@corybooker

Top Tweeters in G5:
@usacsmret
@raphaelite_girl
@elagrew
@redeglobo
@searavenpress
@silversummersun
@csinut1
@debramessing
@twilson844
@marion_davidson

Top Tweeters in G6:
@gmanews
@cnnphilippines
@nayir027
@tjrerk
@_rsjymrts_
@jkcuya
@aldub_fanatic2
@ellainestcz
@imadamcosio
@purshughhh

Top Tweeters in G7:
@detikcom
@cnnindonesia
@detikfinance
@detikhot
@autumnpjh
@detikhealth
@minana_0613
@nugstriamdans
@kenyoooo
@pratamawindiya

Top Tweeters in G8:
@vtvcanal8
@juang44
@redradiove
@cancilleriave
@nicolasmaduro
@vtvnoticias
@jaarreaza
@loquemalempieza
@lolavid
@ncr_51

Top Tweeters in G9:
@__shola
@ebubu_
@ogbenidipo
@drolufunmilayo
@dipo_os
@tvcnewsng
@obiiiwill
@kofidwetey
@toolzo
@theoladeile

Top Tweeters in G10:
@zoomtv
@mumbaipolice
@2002adeel
@srikant23363785
@bollyhungama
@pti_news
@iamsrk
@iamaftaaab
@niralatweets
@itssrk_fan