COVID-19, Twitter, 5/11/2021 9:31:53 PM, 254629


FAQ | Problem?

COVID-19_2021-05-11_00-00-01.xlsx
COVID-19_2021-05-11_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 11, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/3y3KU1J
@caronaupdates
@tejasvi_surya
@drharshvardhan
@thewire_in
@narendramodi
@harekri30217011
@hhsgov
@pmoindia
@naimdanielx
@yourstoryco

Top hashtags:
#covid19
#covid_19
#luchemoscontraelvirus
#44324
#covid
#coronavirus

Description:
Description
The graph represents a network of 10,301 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, 11 May 2021 at 07:26 UTC.

The requested start date was Monday, 10 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 2-minute period from Friday, 07 May 2021 at 12:18 UTC to Sunday, 09 May 2021 at 12:20 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 : 10301
Unique Edges : 5377
Edges With Duplicates : 13080
Total Edges : 18457
Number of Edge Types : 5
Retweet : 5900
MentionsInRetweet : 6839
Tweet : 3172
Replies to : 401
Mentions : 2145
Self-Loops : 3209
Reciprocated Vertex Pair Ratio : 0.00368715083798883
Reciprocated Edge Ratio : 0.00734721139930981
Connected Components : 2637
Single-Vertex Connected Components : 798
Maximum Vertices in a Connected Component : 1916
Maximum Edges in a Connected Component : 4255
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 7.157972
Graph Density : 8.46651705980096E-05
Modularity : 0.544729
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 10,301 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, 11 May 2021 at 07:26 UTC.

The requested start date was Monday, 10 May 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 2-minute period from Friday, 07 May 2021 at 12:18 UTC to Sunday, 09 May 2021 at 12:20 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:
[163] https://www.pscp.tv/w/c2Z2aTFKUkVtWkdWcHF4UVB8MVlxS0RlQmRnRHdHVulOeyybYL28ZwTeLK-FenMfboXkkWlxflwRUCze73aD
[58] https://www.cvs.com/immunizations/covid-19-vaccine
[19] https://www.soompi.com/article/1467839wpp/stray-kids-members-and-staff-test-negative-for-covid-19-following-kingdom-dancers-diagnosis
[18] https://www.firstpost.com/health/covid-19-vaccine-rollout-by-india-has-rescued-the-world-from-pandemic-says-dr-peter-hotez-9389171.html
[16] https://www.afr.com/street-talk/apollo-global-md-contracts-covid-19-in-sydney-20210509-p57qaq
[16] https://news.sky.com/story/covid-19-india-coronavirus-strain-declared-variant-of-concern-in-england-12299189
[14] https://www.kompas.id/baca/humaniora/2021/05/07/tenaga-kesehatan-di-wisma-atlet-belum-dibayar-sejak-desember-2020/
[12] https://www.astroawani.com/berita-hiburan/nora-danish-tiz-zaqyah-positif-covid-19-501awani-297219
[10] https://www.khaosod.co.th/covid-19/news_6385083
[10] https://www.instagram.com/accounts/login/

Top URLs in Tweet in G1:
[58] https://www.cvs.com/immunizations/covid-19-vaccine
[9] https://www.walgreens.com/findcare/vaccination/covid-19
[8] https://www.instagram.com/accounts/login/
[6] http://www.nhs.uk/coronavirus?utm_source=Twitter&utm_medium=social&utm_campaign=Orlo&utm_content=BAME+COVID+Vaccine
[4] https://www.ucanews.com/news/indian-bishop-dies-after-covid-19-treatment/92393
[3] https://news.sky.com/story/covid-19-india-coronavirus-strain-declared-variant-of-concern-in-england-12299189
[2] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-vaccine
[2] https://www.sunuafrik.com/afrique/covid-19-polemique-en-guinee-sur-linterdiction-des-prieres-nocturnes.html
[2] https://www.symphonise.consulting/4-business-continuity-lessons-from-covid-19/
[2] https://blogs.oglobo.globo.com/ancelmo/post/covid-19-jair-bolsonaro-e-chamado-de-senhor-da-morte-em-outdoor-em-pernambuco.html?utm_source=Twitter&utm_medium=Social&utm_campaign=compartilhar

Top URLs in Tweet in G2:
[8] https://aninews.in/news/national/general-news/pm-modi-speaks-with-thackeray-praises-maharashtras-efforts-to-fight-covid-1920210508143228/
[6] https://zeenews.india.com/hindi/health/photo-gallery-common-cold-virus-could-offer-protection-against-covid-19-infection-says-new-study/897295?utm_source=twitter
[5] http://toi.in/micron/redirect.html?str=U8k2Fa/a24gk
[3] https://www.timesnownews.com/india/article/chhota-rajan-still-alive-aiims-and-delhi-police-reject-reports-of-underworld-dons-death/754135
[3] https://timesofindia.indiatimes.com/india/over-17-15-crore-covid-19-vaccine-doses-given-to-states-uts-for-free-govt/articleshow/82424507.cms
[3] https://www.aajtak.in/india/delhi/story/delhi-covid-19-cases-and-deaths-transmission-rate-down-after-three-week-death-toll-crosses-19k-1251516-2021-05-08
[3] https://swarajyamag.com/politics/on-covid-19-rahul-gandhi-seems-continuously-disconnected-from-ground-realities
[2] https://zeenews.india.com/india/pm-narendra-modi-speaks-with-cms-of-4-states-promises-centres-aid-in-tackling-covid-19-crisis-2360642.html
[2] https://www.timesnownews.com/india/article/pm-narendra-modi-reviews-state-wise-covid-19-situation-stresses-on-need-to-keep-vaccine-pace-high/753660
[2] https://www.mygov.in/covid-19

Top URLs in Tweet in G3:
[12] https://www.astroawani.com/berita-hiburan/nora-danish-tiz-zaqyah-positif-covid-19-501awani-297219
[1] https://www.astroawani.com/berita-malaysia/tidak-peka-sop-sukarkan-pengesanan-kontak-ismail-sabri-297245
[1] https://www.astroawani.com/berita-malaysia/tidak-mahu-situasi-seperti-di-india-elak-dine-buat-masa-ini-pakar-501awani-297083
[1] https://www.astroawani.com/berita-malaysia/kkm-akan-perkenal-ujian-covid-19-melalui-air-liur-secara-kendiri-di-rumah-501awani-297111
[1] https://www.astroawani.com/berita-malaysia/hospital-diarah-bersiap-siaga-hadapi-situasi-di-luar-jangka-297021
[1] https://twitter.com/NajibRazak/status/1390984576873340931

Top URLs in Tweet in G4:
[4] https://effortsforgood.org/campaign/covid-19/donate-oxygen-concentrators/

Top URLs in Tweet in G5:
[7] https://mazo4f.com/venezuela-reporto-este-jueves-1299-nuevo-casos-de-covid-19-y-18-fallecidos
[5] https://mazo4f.com/colombia-registro-mas-16-mil-contagios-y-399-fallecidos-por-covid-19
[4] https://mazo4f.com/canciller-arreaza-lamenta-partida-fisica-del-joven-revolucionario-maikol-borges-covid-19
[3] https://mazo4f.com/india-alcanza-nuevo-record-mundial-de-casos-de-covid-19-en-las-ultimas-24-horas
[3] http://www.minci.gob.ve/coronavirus-covid-19/
[3] https://www.vtv.gob.ve/dia-417-lucha-contra-covid-19-venezuela-06052021/
[2] https://mazo4f.com/este-miercoles-venezuela-registro-951-nuevos-casos-y-18-fallecidos-por-covid-19
[2] https://mazo4f.com/jefe-de-estado-que-nadie-se-canse-nadie-baje-la-guardia-cuidemonos-siempre-covid-19
[2] https://mazo4f.com/brasil-se-acerca-a-los-420-mil-fallecidos-por-covid-19
[2] https://mazo4f.com/colombia-reporto-este-viernes-17525-nuevos-casos-de-covid-19-y-453-fallecidos

Top URLs in Tweet in G6:
[160] https://www.pscp.tv/w/c2Z2aTFKUkVtWkdWcHF4UVB8MVlxS0RlQmRnRHdHVulOeyybYL28ZwTeLK-FenMfboXkkWlxflwRUCze73aD
[5] https://www.theaustraliatoday.com.au/besides-covid-19-india-is-also-fighting-with-vulture-journalists-who-are-spreading-more-panic-and-despair-than-pandemic/
[1] https://twitter.com/doctorsharma/status/1391178153377288194
[1] https://twitter.com/doctorsharma/status/1391059392854990851
[1] https://pib.gov.in/PressReleasePage.aspx?PRID=1717165
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flancet%2Farticle%2FPIIS0140-6736%2821%2901052-7%2Ffulltext&rc=0
[1] https://static.psa.gov.in/psa-prod/psa_custom_files/Ad%20hoc%20Exemption%20from%20IGST%20on%20imports%20of%20specified%20COVID-19%20relief%20material%20donated%20from%20abroad.pdf

Top URLs in Tweet in G7:
[4] https://www.indiatoday.in/coronavirus-outbreak/story/proning-oxygen-levels-covid-19-patients-step-by-step-guide-video-1796250-2021-04-29
[4] https://www.youtube.com/watch?v=cCkHPYpwg2g&feature=youtu.be

[2] https://time.com/6046580/india-covid-19-middle-class-modi/
[1] https://www.newsclick.in/COVID-19-youth-turning-back-modi-government
[1] https://indianexpress.com/article/india/fight-against-covid-19-transcends-political-differences-sonia-gandhi-7305646/
[1] https://time.com/5957118/india-covid-19-modi/
[1] https://www.scmp.com/news/asia/south-asia/article/3132490/coronavirus-races-through-rural-india-infections-and-deaths
[1] https://english.newstracklive.com/news/pune-hospitals-saving-30-ton-oxygen-after-audit-but-kejriwal-govt-not-ready-for-audit-mc23-nu764-1158825-1.html
[1] https://www.firstpost.com/health/covid-19-vaccine-rollout-by-india-has-rescued-the-world-from-pandemic-says-dr-peter-hotez-9389171.html
[1] https://twitter.com/alok_bhatt/status/1391078025714757632

Top URLs in Tweet in G8:
[9] https://trib.al/rpNbcmh
[8] https://www.who.int/publications/m/item/covid-19-home-care-bundle-for-health-care-workers
[4] https://vaccinefinder.org/
[4] https://vaccines.gov/
[3] https://apnews.com/article/2d5eab50c1ef8bd63b1a48331f4c3025
[2] https://www.pscp.tv/w/c2FcSjI2MTAyMHwxeU5HYVd2RU9XTnhqCeVd0Vu8SCp9S5QoRjiokMvhshRKYILr0HCw9Jco1YU=
[2] https://trib.al/FGNvbbC
[2] https://www.tribuneindia.com/news/nation/youtuber-rahul-vohra-dies-of-covid-19-complications-250352
[2] https://globalnews.ca/news/7845528/covid-caf-india-medical-supplies-coronavirus/
[2] https://trib.al/rJ4aNpw

Top URLs in Tweet in G9:
[2] https://nagano-arts.or.jp/topic/request-covid-19/
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-03519-3
[2] https://newspeek.info/foerste-internationale-konference-om-covid-19-d-17-og-18-maj-i-koebenhavn/
[2] https://www.nbcnews.com/news/us-news/bodies-750-covid-19-victims-new-york-city-remain-refrigerated-n1266762
[2] https://www.ndtv.com/video/news/left-right-centre/covid-19-cases-in-india-india-squandered-early-successes-in-controlling-covid-lancet-585537#video-featured
[1] https://www.accionmfb.com/webinar/trade-commerce
[1] https://bit.ly/3nYKWn3
[1] https://apple.co/3d1XKFf
[1] https://m.thewire.in/article/video/watch-i-believe-one-million-indians-have-already-died-of-covid-mathematician-murad-banaji
[1] https://www.eltelegrafo.com.ec/index.php?option=com_k2&view=item&catid=484:futbol-internacional&id=361278:estebanandrada-bocajuniors-copalibertadores-guayaquil-amenazas-muerte-esposa&spbid=7&Itemid=410

Top URLs in Tweet in G10:
[2] https://thewire.in/government/covid-19-narendra-modi-election-bengal-mamata-banerjee-vaccine
[2] https://thewire.in/the-sciences/lancet-editorial-slams-modi-government-for-ignoring-second-wave-warnings
[2] https://science.thewire.in/health/lancet-editorial-slams-modi-government-for-ignoring-second-wave-warnings/
[2] https://thewire.in/health/editorial-inquiry-india-covid-19-handling
[1] https://thewire.in/media/backstory-death-dance-covid-19-ceaseless-pursuit-hobble-media
[1] https://thewire.in/rights/kin-allege-negligence-as-prisoner-in-taloja-jail-dies-of-covid-19
[1] https://thewire.in/health/covid-lucknow-mourns-passing-of-cardiac-care-specialist-dr-fazal-karim
[1] https://thewire.in/health/ahmedabad-space-becomes-an-issue-for-religions-that-bury-their-dead-as-covid-19-rages
[1] https://thewire.in/government/transparency-accountability-covid-19-india
[1] https://thewire.in/government/indias-covid-19-crisis-is-due-to-its-collective-failure-blaming-others-doesnt-help

Top Domains
Top Domains in Tweet in Entire Graph:
[178] twitter.com
[166] pscp.tv
[73] bit.ly
[58] cvs.com
[48] trib.al
[46] com.br
[33] youtube.com
[31] facebook.com
[31] reuters.com
[29] mazo4f.com

Top Domains in Tweet in G1:
[58] cvs.com
[46] twitter.com
[12] com.br
[11] walgreens.com
[9] globo.com
[8] instagram.com
[8] nhs.uk
[7] livemint.com
[6] google.com
[6] grandesmedios.com

Top Domains in Tweet in G2:
[14] toi.in
[13] aninews.in
[10] india.com
[7] aajtak.in
[5] gov.in
[5] timesnownews.com
[5] indiatimes.com
[5] hindustantimes.com
[4] swarajyamag.com
[3] republicworld.com

Top Domains in Tweet in G3:
[16] astroawani.com
[1] twitter.com

Top Domains in Tweet in G4:
[4] effortsforgood.org

Top Domains in Tweet in G5:
[29] mazo4f.com
[11] gob.ve
[4] com.ve
[4] youtube.com
[4] twitter.com
[2] bit.ly
[2] noticialdia.com
[2] telesurtv.net

Top Domains in Tweet in G6:
[160] pscp.tv
[5] com.au
[2] twitter.com
[2] gov.in
[1] elsevierhealth.com

Top Domains in Tweet in G7:
[4] indiatoday.in
[4] youtube.com
[3] time.com
[2] twitter.com
[2] org.in
[1] newsclick.in
[1] indianexpress.com
[1] scmp.com
[1] newstracklive.com
[1] firstpost.com

Top Domains in Tweet in G8:
[15] trib.al
[13] who.int
[4] twitter.com
[4] npr.org
[4] vaccinefinder.org
[4] vaccines.gov
[4] abcn.ws
[3] apnews.com
[2] pscp.tv
[2] go.com

Top Domains in Tweet in G9:
[3] bit.ly
[2] or.jp
[2] nature.com
[2] newspeek.info
[2] nbcnews.com
[2] ndtv.com
[1] accionmfb.com
[1] apple.co
[1] thewire.in
[1] com.ec

Top Domains in Tweet in G10:
[19] thewire.in
[3] thelallantop.com
[3] thehindu.com
[2] thewirehindi.com
[1] latimes.com
[1] cnn.com
[1] thequint.com
[1] scroll.in
[1] twitter.com
[1] newsclick.in

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[400] covid19
[228] covid_19
[191] luchemoscontraelvirus
[140] 44324
[125] covid
[83] coronavirus
[44] covid19india
[34] india
[31] sharetyfighttogether
[29] โควิด19



Top Hashtags in Tweet in G1:
[40] covid19
[28] covid_19
[18] covid
[10] coronavirus
[10] whatshappeninginmyanmar
[9] covid19india
[9] india
[9] may8coup
[9] wesupportnug
[8] covidvaccine

Top Hashtags in Tweet in G2:
[46] covid19
[21] coronavirus
[18] covid
[14] unite2fightcorona
[10] indiafightscorona
[9] largestvaccinedrive
[6] narendramodi
[6] oxygen
[5] covid_19
[5] pmmodi

Top Hashtags in Tweet in G3:
[16] awaninews
[12] awani745
[5] hapuscovid19
[3] icymi
[3] awanipagi
[2] disiplinmalaysia
[1] awannews

Top Hashtags in Tweet in G4:
[2] pawankalyan
[1] getvaccinated
[1] staysafe
[1] celebrateathome

Top Hashtags in Tweet in G5:
[186] luchemoscontraelvirus
[135] 5/8/2021 12:00:00 AM
[18] lacovid19noesjuego
[16] 5/7/2021 12:00:00 AM
[15] duquenarcoparacoyasesino
[12] protejamoslavida
[12] envideo
[12] covid_19
[8] 8mayo
[7] prevención

Top Hashtags in Tweet in G6:
[7] patanjali
[4] covid19
[2] bjymcares
[1] indiafightscovid19
[1] indiafightscorona

Top Hashtags in Tweet in G7:
[9] nomoremodi
[5] plasma
[4] covid
[4] covid_19
[3] bangalore
[2] delhi
[2] noida
[2] stopthespread
[2] india
[2] bbcnewsten

Top Hashtags in Tweet in G8:
[18] covid19
[5] covidisairborne
[3] airborne
[3] covid19india
[3] covid_19
[2] askwho
[2] wecandothis
[2] rahulvohra
[2] covid19indiahelp
[2] mohdelivers

Top Hashtags in Tweet in G9:
[16] covid19
[9] gusmenteri
[5] covid_19
[4] ccpvirus
[4] kemendesapdtt
[4] puspenpmd
[4] tppkemendesa
[3] unrestrictedbiowarfare
[3] corona
[3] originofcovid19

Top Hashtags in Tweet in G10:
[6] covid19
[4] kumbhcorona
[2] freenatashanarwal
[2] freeallpoliticalprisoners
[2] viratkohli
[2] anushkasharma
[2] uttarpradesh
[2] कोविड19
[2] pandemic
[2] india

Top Words
Top Words in Tweet in Entire Graph:
[7606] covid
[7359] 19
[952] क
[700] people
[663] र
[604] cases
[523] vaccine
[513] india
[478] न
[478] more

Top Words in Tweet in G1:
[825] 19
[773] covid
[92] 2021
[77] 05
[70] available
[70] 07
[69] क
[69] city
[68] appointments
[64] link

Top Words in Tweet in G2:
[271] क
[269] covid
[257] 19
[167] र
[117] न
[108] स
[91] त
[88] म
[85] व
[78] य

Top Words in Tweet in G3:
[432] covid
[432] 19
[303] kita
[253] pandemik
[249] tak
[247] malaysia
[243] ini
[239] boleh
[239] semua
[239] bersetuju

Top Words in Tweet in G4:
[258] covid
[258] 19
[255] please
[253] urstrulymahesh
[250] cases
[250] surge
[248] everyday
[248] remember
[248] wear
[248] mask

Top Words in Tweet in G5:
[357] covid
[340] 19
[186] #luchemoscontraelvirus
[173] juntos
[170] podemos
[166] vencer
[153] respetar
[148] normas
[138] día
[135] #8may

Top Words in Tweet in G6:
[193] covid
[182] 19
[161] press
[161] meet
[161] doorstep
[161] delivery
[161] oxygen
[161] concentrators
[160] tejasvi_surya
[160] home

Top Words in Tweet in G7:
[75] covid
[75] 19
[41] क
[40] न
[30] र
[29] india
[28] म
[25] स
[25] द
[22] hospital

Top Words in Tweet in G8:
[133] covid
[130] 19
[34] number
[29] vaccine
[27] more
[25] people
[23] cdcgov
[23] 000
[23] died
[21] airborne

Top Words in Tweet in G9:
[60] covid
[60] 19
[23] halimiskandarnu
[22] jokowi
[19] malik_haramain
[18] imansyukri
[16] waspada
[16] #covid19
[14] yusradaridesa
[14] masih

Top Words in Tweet in G10:
[106] क
[83] 19
[82] thewire_in
[77] covid
[74] र
[52] indians
[51] न
[50] म
[43] ल
[39] more

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7086] covid,19
[421] 19,cases
[302] 19,vaccine
[278] contra,covid
[262] cases,surge
[252] wear,mask
[251] 19,malaysia
[250] please,remember
[248] surge,everyday
[248] everyday,please

Top Word Pairs in Tweet in G1:
[729] covid,19
[65] 05,2021
[63] available,appointments
[63] appointments,detected
[63] detected,provider
[63] registration,link
[63] 2021,07
[60] 09,05
[59] 07,19
[58] provider,cvs

Top Word Pairs in Tweet in G2:
[226] covid,19
[47] क,र
[36] र,न
[30] न,क
[26] emergency,use
[22] स,न
[21] deoxy,glucose
[21] क,स
[21] क,व
[20] त,क

Top Word Pairs in Tweet in G3:
[430] covid,19
[239] boleh,tak
[239] tak,kita
[239] kita,semua
[239] semua,bersetuju
[239] bersetuju,covid
[239] 19,malaysia
[239] malaysia,ini
[239] ini,bukan
[239] bukan,lagi

Top Word Pairs in Tweet in G4:
[258] covid,19
[250] 19,cases
[250] cases,surge
[248] surge,everyday
[248] everyday,please
[248] please,remember
[248] remember,wear
[248] wear,mask
[248] mask,time
[248] time,around

Top Word Pairs in Tweet in G5:
[338] covid,19
[167] juntos,podemos
[165] vencer,covid
[164] podemos,vencer
[153] 19,respetar
[146] respetar,normas
[134] #luchemoscontraelvirus,juntos
[125] #8may,etiqueta
[124] etiqueta,día
[124] día,#luchemoscontraelvirus

Top Word Pairs in Tweet in G6:
[181] covid,19
[161] press,meet
[161] meet,doorstep
[161] doorstep,delivery
[161] delivery,oxygen
[161] oxygen,concentrators
[161] concentrators,covid
[160] 19,home
[160] home,recovery
[159] tejasvi,surya's

Top Word Pairs in Tweet in G7:
[70] covid,19
[12] due,covid
[11] 19,recovered
[11] blood,group
[10] second,wave
[9] narendra,modi
[9] modi,epitome
[9] epitome,disaster
[9] disaster,solely
[9] solely,responsible

Top Word Pairs in Tweet in G8:
[130] covid,19
[21] people,died
[20] 19,vaccine
[20] study,estimates
[20] more,900
[20] 900,000
[20] died,covid
[15] 19,cases
[14] norwegian,cruise
[14] cruise,line

Top Word Pairs in Tweet in G9:
[59] covid,19
[18] jokowi,halimiskandarnu
[18] imansyukri,malik_haramain
[17] halimiskandarnu,imansyukri
[12] 19,masih
[11] malik_haramain,taufikmadjid71
[11] masih,mengancam
[11] tetap,waspada
[10] malik,peiris
[10] jangan,lengah

Top Word Pairs in Tweet in G10:
[69] covid,19
[29] end,day
[29] day,lives
[29] lives,millions
[29] millions,indians
[29] indians,worth
[29] worth,more
[29] more,risk
[29] risk,damage
[29] damage,reputation

Top Replied-To
Top Replied-To in Entire Graph:
@mippcivzla
@govrondesantis
@rahulgandhi
@narendramodi
@golf_covid_19
@who
@reuters
@pmoindia
@abhik_chimni
@conelmazodando

Top Replied-To in G2:
@narendramodi
@pmoindia
@madhukishwar
@scottmorrisonmp
@zeenews
@drharshvardhan
@arvindersoin
@ashwinims_tnie
@kanimozhi
@iabhiacharya

Top Replied-To in G3:
@najibrazak
@501awani

Top Replied-To in G4:
@urstrulymahesh

Top Replied-To in G5:
@mippcivzla
@conelmazodando
@nicolasmaduro
@bolivarespiritu
@jaarreaza
@mechevilma
@carnetdlapatria
@jauamiranda
@asamblea_ven
@drodriven2

Top Replied-To in G6:
@manojbaytu
@rahulgandhi
@dir_ed
@tejasvi_surya
@nsitharaman

Top Replied-To in G7:
@rahulgandhi
@abhik_chimni
@psmanwatkar
@gauravch00
@sonusood
@nandtara
@ajakashverma
@ga23ry
@kunalkamra88
@covidhelpchd

Top Replied-To in G8:
@who
@ap
@hhjelte
@jayme_hopebu

Top Replied-To in G9:
@ranjitone

Top Replied-To in G10:
@mehuldevkala

Top Mentioned
Top Mentioned in Entire Graph:
@urstrulymahesh
@naimdanielx
@tejasvi_surya
@dghisham
@thewire_in
@mippcivzla
@marcospopeyj
@opindia_com
@ani
@zahirrrs

Top Mentioned in G1:
@hyro1206
@ashugup43574479
@junkosu22993224
@sunuafrik
@symphonisec
@marcosalmeidabt
@larazonco

Top Mentioned in G2:
@ani
@narendramodi
@mohfw_india
@pib_india
@pmoindia
@ani_digital
@timesofindia
@pti_news
@amitshah
@icmrdelhi

Top Mentioned in G3:
@naimdanielx
@dghisham
@zahirrrs
@501awani
@headsink
@nizambakeri
@_hameedk17
@najibrazak
@newsbfm

Top Mentioned in G4:
@urstrulymahesh
@pranitasubhash
@t2blive

Top Mentioned in G5:
@mippcivzla
@vtvcanal8
@conelmazodando
@nicolasmaduro
@nilson208
@titoelmaracucho
@yasmira45888876
@digesaludfanb
@hospimilzulia
@barinasgnb

Top Mentioned in G6:
@tejasvi_surya
@finminindia
@ach_balkrishna
@theaustoday
@upgovt
@covid_19_yudh
@nayanikaaa
@harekri30217011
@sriniba90545602
@manojbaytu

Top Mentioned in G7:
@rahulgandhi
@srinivasiyc
@sonusood
@lambaalka
@kukk44
@hrytweet_
@teamsosindia
@blooddonorsin
@incindia
@nramind

Top Mentioned in G8:
@who
@cdcgov
@joncoopertweets
@npr
@jljcolorado
@abc
@bbcworld
@vaccinefinder
@hhsgov
@ap

Top Mentioned in G9:
@halimiskandarnu
@jokowi
@malik_haramain
@imansyukri
@yusradaridesa
@taufikmadjid71
@tppkemendes
@lawrencesellin
@devonj32130301
@kemendesapdtt

Top Mentioned in G10:
@thewire_in
@thelallantop
@the_hindu
@pinjratod
@derekobrienmp
@priyapyadav18
@nistula
@iamcouncil
@omthanvi
@immak02

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@pulpnews
@hernanporrasm
@tomthunkitsmind
@el_cooperante
@contrapuntovzla
@dolartoday
@ptjasamarga

Top Tweeters in G1:
@pulpnews
@hernanporrasm
@dolartoday
@ptjasamarga
@clubeditorial
@kompascom
@datos365
@tuitsugerido
@twittematico
@gacetamadrid

Top Tweeters in G2:
@mohitsmartlove
@httweets
@cnnnews18
@ibhagwa_n
@rajendr76194898
@timesnow
@timesofindia
@firstpost
@vinirish
@indiatvnews

Top Tweeters in G3:
@maknaemarch
@dayswithsharmin
@501awani
@tuya_yong
@smolassmeanie
@fuzzyskuzzy
@thefatinbella
@faizmahmod
@jonginflorence
@rabiatulrose_

Top Tweeters in G4:
@nemityadav1
@iam___irfan1
@prathap9061
@sanjay63759
@ursmaheshmahi
@aravindbr1
@deepu_dhfm
@trulygopi26
@eshwardhfm
@urschaitu_pspk

Top Tweeters in G5:
@conelmazodando
@unoticias
@telesurtv
@vtvcanal8
@yvke_mundial
@noticiaaldia
@geniuslawyer
@laradiodelsur
@partidopsuv
@yasmi70

Top Tweeters in G6:
@n2r3ndr2
@rohithiware
@pranav9983
@mukulnda
@triprr
@saravananmss
@sachinchandel28
@digantabjp
@jumbutweeple
@anupamsharmaadv

Top Tweeters in G7:
@kukk44
@rufinighat
@nandtara
@facts_chek
@tamil1947
@blooddonorsin
@elister_social
@alok_bhatt
@rkmarar9
@luckystrike_007

Top Tweeters in G8:
@politicalbee
@govsherazkhan
@bulldoghill
@cinghsian
@abc
@auntinaz
@bbcworld
@ap
@joncoopertweets
@kenm77

Top Tweeters in G9:
@alamgirizvi
@aminzulkarnain
@ed_mundos
@gops33
@debkanchan
@s_szama
@sursmi
@congressfans
@critiquero
@fadjroel

Top Tweeters in G10:
@lallanpr
@the_hindu
@poppympf6666
@rzk_ali
@terajits
@nistula
@impnahar99
@shabbirghewalla
@chetna2104
@aman12300021