COVID-19, Twitter, 5/16/2021 2:16:42 PM, 254878


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COVID-19_2021-05-16_00-00-01.xlsx
COVID-19_2021-05-16_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 16, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/2RS0z3z
@pmoindia
@studycareern
@who
@piyushgoyal
@iashoksolanki
@rahulgandhi
@cdcgov
@joshuapcohen1
@drericding
@narendramodi

Top hashtags:
#covid19
#covid_19
#covid
#โมเดอร์น่า
#coronavirus
#oxygenexpress
#corona
#india
#44329

Description:
Description
The graph represents a network of 10,861 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 Sunday, 16 May 2021 at 07:22 UTC.

The requested start date was Sunday, 16 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 Wednesday, 12 May 2021 at 12:17 UTC to Friday, 14 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 : 10861
Unique Edges : 5695
Edges With Duplicates : 12169
Total Edges : 17864
Number of Edge Types : 5
Retweet : 5483
MentionsInRetweet : 6329
Tweet : 3434
Mentions : 2211
Replies to : 407
Self-Loops : 3461
Reciprocated Vertex Pair Ratio : 0.00502043199065966
Reciprocated Edge Ratio : 0.0099907063197026
Connected Components : 3237
Single-Vertex Connected Components : 1087
Maximum Vertices in a Connected Component : 1338
Maximum Edges in a Connected Component : 2877
Maximum Geodesic Distance (Diameter) : 40
Average Geodesic Distance : 11.29945
Graph Density : 7.29797916854245E-05
Modularity : 0.554831
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 10,861 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 Sunday, 16 May 2021 at 07:22 UTC.

The requested start date was Sunday, 16 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 Wednesday, 12 May 2021 at 12:17 UTC to Friday, 14 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:
[83] https://www.khaosod.co.th/covid-19/news_6398758
[27] https://vaccines.gov/
[22] https://goachronicle.com/the-fauci-covid-19-dossier-is-the-world-witnessing-covid-19-terrorism/
[19] https://lavozdemipueblo.com/aspirina-en-el-covid-19-roll-preventivo/
[16] https://www.filmfare.com/news/bollywood/thala-ajith-donates-rs-25-lakhs-for-covid-19-relief-48219.html
[12] https://fundraisers.giveindia.org/fundraisers/togetherforindia-stop-the-spread-help-india-fight-covid-19
[12] https://luiscardenas.mx/cierran-segunda-escuela-en-campeche-por-contagio-de-covid-19/
[12] https://toronto.ctvnews.ca/audit-finds-ontario-failed-to-track-4-4b-in-covid-19-pandemic-relief-spending-1.5424949
[10] https://www.boomlive.in/fact-check/fake-news-viral-photo-ganga-river-dead-bodies-2015-photo-covid-19-bihar-buxar-factcheck-13126
[9] https://www.lemonde.fr/planete/article/2021/05/14/origines-du-covid-19-la-divulgation-de-travaux-inedits-menes-depuis-2014-a-l-institut-de-virologie-de-wuhan-alimente-le-trouble_6080154_3244.html

Top URLs in Tweet in G1:
[19] https://lavozdemipueblo.com/aspirina-en-el-covid-19-roll-preventivo/
[6] https://www.cvs.com/immunizations/covid-19-vaccine
[5] https://twitter.com/frontiermm/status/1392385017964154881
[4] https://www.walgreens.com/findcare/vaccination/covid-19
[4] https://www.instagram.com/accounts/login/
[3] https://timesofindia.indiatimes.com/india/nursing-staff-at-forefront-of-fighting-covid-19-pm-modi/articleshow/82569890.cms
[3] https://www.tvsantiago.icrt.cu/2021/05/alertan-en-francia-impacto-multiplicador-de-covid-19-en-la-pobreza
[3] https://news.sky.com/story/covid-19-boris-johnson-to-hold-downing-street-news-conference-this-evening-12306190
[3] https://www.lemonde.fr/planete/article/2021/05/14/origines-du-covid-19-la-divulgation-de-travaux-inedits-menes-depuis-2014-a-l-institut-de-virologie-de-wuhan-alimente-le-trouble_6080154_3244.html
[3] https://news.sky.com/story/covid-19-four-people-in-the-uk-have-died-with-new-indian-variant-while-risk-levels-remain-low-data-shows-12306192

Top URLs in Tweet in G2:
[5] https://www.newsclick.in/GTB-Hospital-Doctor-Succumbs-COVID-19-Compensation-Condolence-Govt
[2] https://www.business-standard.com/article/education/covid-19-no-decision-yet-on-pending-class-12-board-exams-says-cbse-121051400572_1.html
[2] https://www.business-standard.com/article/current-affairs/tamil-nadu-govt-fixes-charges-for-ambulances-carrying-covid-patients-121051400865_1.html
[2] https://www.business-standard.com/article/current-affairs/pm-modi-reviews-availability-of-oxygen-and-medicines-amid-covid-19-121051201424_1.html
[2] https://www.narendramodi.in/primem-minister-naerndra-modi-reviews-army-s-preparedness-initiatives-for-covid-management
[2] https://www.hindustantimes.com/education/board-exams/karnataka-sslc-exam-2021-postponed-due-to-covid-19-minister-101620906629108.html
[2] https://www.hindustantimes.com/india-news/coronavirus-india-world-latest-news-covid-19-death-toll-may-13-2021-101620863182433.html
[1] https://www.business-standard.com/article/companies/covid-19-maruti-suzuki-extends-free-service-warranty-period-till-june-30-121051200673_1.html
[1] https://timesofindia.indiatimes.com/videos/city/delhi/covid-19-will-give-surplus-oxygen-to-the-states-who-need-it-says-delhi-deputy-cm-manish-sisodia/videoshow/82603981.cms
[1] https://www.amarujala.com/live/india-news/india-coronavirus-covid-19-cases-today-live-updates-news-on-13th-may-2021-corona-death-lockdown-oxygen-shortage-vaccination-delhi-mp-up-vaccine-karnataka

Top URLs in Tweet in G3:
[20] https://vaccines.gov/
[8] https://www.cbsnews.com/news/yankees-covid-gleyber-torres-8-positive/?ftag=CNM-00-10aab7e&linkId=118703214
[6] https://thehill.com/blogs/in-the-know/553490-bill-maher-tests-positive-for-covid-19
[5] https://www.cbsnews.com/news/yankees-covid-gleyber-torres-8-positive/?ftag=CNM-00-10aab7e&linkId=118682849
[2] https://www.forbes.com/sites/joshuacohen/2021/05/13/covid-19-outbreak-among-8-fully-vaccinated-members-of-ny-yankee-organization-implications-for-cdc-guidance-on-masking/
[2] https://www.c-span.org/video/?511762-1/president-biden-speaks-rose-garden-cdc-eases-mask-wearing-guidelines
[1] https://variety.com/2021/tv/news/bill-maher-covid-19-real-time-hbo-taping-1234972967/amp/?__twitter_impression=true
[1] https://www.forbes.com/sites/joshuacohen/2021/05/13/covid-19-outbreak-among-8-fully-vaccinated-members-of-ny-yankee-organization-implications-for-cdc-guidance-on-masking/amp/?__twitter_impression=true
[1] https://variety.com/2021/tv/news/bill-maher-covid-19-real-time-hbo-taping-1234972967/
[1] https://cbsn.ws/3vXk0XA

Top URLs in Tweet in G4:
[81] https://www.khaosod.co.th/covid-19/news_6398758
[1] https://aws.amazon.com/blogs/publicsector/helping-battle-covid-19-improve-cities-aws-cics-foster-innovation/?hcb=1
[1] https://twitter.com/DrPrakit_ASH/status/1392751963301834761

Top URLs in Tweet in G5:
[3] https://bit.ly/3vOEz8m
[2] https://www.who.int/news-room/feature-stories/detail/continuing-the-fight-who-donors-and-partners-support-covid-19-response-around-the-world
[2] https://www.channelnewsasia.com/news/singapore/covid-19-phase-2-dining-in-work-from-home-tightened-measures-14808382
[2] https://ourworldindata.org/explorers/coronavirus-data-explorer?zoomToSelection=true&time=2020-03-01..latest&pickerSort=desc&pickerMetric=total_cases&hideControls=true&Metric=Confirmed+cases&Interval=7-day+rolling+average&Relative+to+Population=false&Align+outbreaks=false&country=~JPN
[2] https://www.bloomberg.com/news/articles/2021-05-13/vaccinated-yankees-test-positive-for-covid-forcing-quarantine?cmpid=socialflow-twitter-business&utm_content=business&utm_campaign=socialflow-organic&utm_medium=social&utm_source=twitter
[2] https://www.theneweuropean.co.uk/brexit-news/westminster-news/covid-19-cuts-to-nhs-7805792
[1] https://twitter.com/mvankerkhove/status/1241830233101275137?s=20
[1] https://www.who.int/news-room/feature-stories/detail/how-contributions-support-who-s-work-in-ongoing-fight-of-covid-19-pandemic-around-the-world
[1] https://www.gov.uk/government/news/employers-unite-to-encourage-over-a-million-staff-to-get-the-covid-19-vaccine
[1] https://www.wired.com/story/the-teeny-tiny-scientific-screwup-that-helped-covid-kill/

Top URLs in Tweet in G6:
[7] https://www.mygov.in/covid-19
[2] https://www.mygov.in/mygovapp/?t=1613019780&id=8209
[2] https://www.republicworld.com/india-news/education/uppsc-pcs-and-other-exams-scheduled-in-june-postponed-due-to-covid-19-pandemic.html
[2] https://zeenews.india.com/hindi/world/covid-19-indian-variant-found-in-44-countries-who-says-detected-in-more-than-4500-samples/899236
[2] https://www.boomlive.in/fact-check/fake-news-viral-photo-ganga-river-dead-bodies-2015-photo-covid-19-bihar-buxar-factcheck-13126
[1] https://economictimes.indiatimes.com/news/politics-and-nation/allow-pac-meet-to-scan-vax-policy-adhir-tells-speaker/articleshow/82613906.cms
[1] https://economictimes.indiatimes.com/news/india/uttar-pradesh-to-spend-up-to-1-billion-to-buy-vaccines-in-talks-with-pfizer-sputnik-v/articleshow/82603553.cms?utm_source=contentofinterest&utm_medium=text&utm_campaign=cppst
[1] https://economictimes.indiatimes.com/news/india/fighting-covid-19-priority-situation-grim-assam-cm-himanta-biswa-sarma/articleshow/82594589.cms
[1] https://economictimes.indiatimes.com/industry/healthcare/biotech/pharmaceuticals/serums-launch-of-novavax-shot-in-india-may-face-delay/articleshow/82587167.cms
[1] https://economictimes.indiatimes.com/news/india/ten-states-account-for-over-72-per-cent-of-new-covid-19-cases/articleshow/82601128.cms?utm_source=contentofinterest&utm_medium=text&utm_campaign=cppst

Top URLs in Tweet in G7:
[1] https://www.sun-sentinel.com/coronavirus/fl-ne-new-covid-variant-in-florida-20210506-bfroysqt2nedblfwip62arx42y-story.html

Top URLs in Tweet in G8:
[6] http://www.granma.cu/cuba-covid-19/2021-05-14/cuba-asegura-capacidades-para-la-produccion-de-hisopos-y-mascarillas-14-05-2021-01-05-18
[5] http://www.granma.cu/cuba-covid-19/2021-05-11/abdala-es-un-candidato-vacunal-muy-seguro-11-05-2021-22-05-50
[5] http://www.granma.cu/cuba-covid-19/2021-05-11/los-candidatos-vacunales-cubanos-son-seguros-y-desarrollan-respuesta-inmune-11-05-2021-22-05-04
[5] http://www.granma.cu/cuba-covid-19/2021-05-12/abdala-suma-hombros-en-toda-cuba-12-05-2021-23-05-00
[4] http://www.granma.cu/cuba-covid-19/2021-05-12/advierten-que-la-cepa-india-de-la-covid-19-esta-en-44-paises-12-05-2021-23-05-59
[4] http://www.granma.cu/cuba-covid-19/2021-05-12/la-covid-19-tambien-deja-secuelas-en-los-pacientes-asintomaticos-12-05-2021-23-05-47
[3] http://www.granma.cu/cuba-covid-19/2021-05-13/nuevas-variantes-del-sars-cov-2-presentes-en-la-mayoria-de-los-casos-graves-y-los-fallecidos-en-cuba-13-05-2021-02-05-45
[2] http://www.granma.cu/cuba-covid-19/2021-05-13/la-covid-19-en-edades-pediatricas-preguntas-y-respuestas-sobre-lo-ocurrido-en-cuba-13-05-2021-23-05-48
[1] https://www.pscp.tv/w/c20QiDFvTmpsRGRWTm5Oand8MWpNSmdwd2d5d0F4TFc-0mY9xv7D-YWGZGq_mfR2YysfdAhNC9c8ZiaohWpp
[1] http://www.cubadebate.cu/noticias/2021/05/11/presidente-cubano-reconoce-el-talento-y-la-unidad-de-los-cubanos-frente-a-la-covid-19/

Top URLs in Tweet in G9:
[5] https://www.lemonde.fr/societe/article/2021/05/13/les-notices-de-43-des-autotests-commandes-par-l-education-nationale-sont-erronees_6080095_3224.html?utm_medium=Social&utm_source=Twitter#Echobox=1620906267
[4] https://www.lemonde.fr/planete/article/2021/05/14/origines-du-covid-19-la-divulgation-de-travaux-inedits-menes-depuis-2014-a-l-institut-de-virologie-de-wuhan-alimente-le-trouble_6080154_3244.html
[2] https://www.fukushihoken.metro.tokyo.lg.jp/index.files/030513sokuho.pdf
[2] https://oku.edu.mie-u.ac.jp/~okumura/python/COVID-19.html
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/delaying-second-covid-19-vaccine-doses-can-help-reduce-deaths-study-2021-05-12/
[2] https://www.youtube.com/watch?v=H4Xe76Rgsfk&feature=youtu.be

[2] https://redirect.viglink.com?u=https%3A%2F%2Fwww.walgreens.com%2Ffindcare%2Fvaccination%2Fcovid-19&key=a7e37b5f6ff1de9cb410158b1013e54a&prodOvrd=RAC&opt=false
[2] https://www.leparisien.fr/societe/sante/covid-19-la-vaccination-ouverte-a-tous-ce-mercredi-quand-il-reste-des-doses-disponibles-suivez-notre-direct-12-05-2021-5KVBXAY3F5GVHAPWXUPC3VSLQU.php
[2] https://www.lemonde.fr/societe/article/2021/05/13/les-notices-de-43-des-autotests-commandes-par-l-education-nationale-sont-erronees_6080095_3224.html
[1] https://www.mirror.co.uk/news/politics/breaking-boris-johnson-hold-covid-24108890?utm_source=twitter.com&utm_medium=social&utm_campaign=sharebar

Top URLs in Tweet in G10:
[4] http://toi.in/micron/redirect.html?str=eisMsZ
[3] http://toi.in/micron/redirect.html?str=jEulCZ62/a24gk
[2] https://www.freepressjournal.in/topnews/covid-19-clamour-for-surge-vaccination-in-uk-as-b16172-variant-creates-alarm
[2] http://toi.in/micron/redirect.html?str=eApa1a/a24gk
[2] http://toi.in/micron/redirect.html?str=W1bDOY/a24gk
[2] https://www.humsamvet.com/mp-info/cm-shivraj-singh-chouhan-announced-5000-pension-for-children-who-lost-their-parents-due-to-covid-19-13122
[2] https://thewire.in/rights/mahavir-narwal-natasha-narwal-covid-19-pinjra-tod
[2] http://toi.in/micron/redirect.html?str=Die7Yb22/a24gk
[1] https://www.news18.com/news/education-career/karnataka-sslc-postponed-revised-schedule-to-be-announced-later-s-suresh-kumar-covid-19-3735521.html
[1] https://www.freepressjournal.in/mumbai/efficacy-of-covid-19-vaccines-should-not-be-lower-than-60-mumbai-mayor-kishori-pednekar-on-bmc-floating-global-tender

Top Domains
Top Domains in Tweet in Entire Graph:
[202] twitter.com
[88] co.th
[74] bit.ly
[72] com.br
[53] sky.com
[49] co.uk
[41] reuters.com
[39] ctvnews.ca
[37] trib.al
[37] granma.cu

Top Domains in Tweet in G1:
[49] twitter.com
[26] com.br
[21] mxit.info
[19] lavozdemipueblo.com
[13] sky.com
[12] trib.al
[9] co.uk
[8] com.ar
[8] cvs.com
[8] walgreens.com

Top Domains in Tweet in G2:
[8] business-standard.com
[7] hindustantimes.com
[5] twitter.com
[5] newsclick.in
[3] indiatimes.com
[3] thewire.in
[2] narendramodi.in
[1] amarujala.com
[1] washingtonpost.com
[1] scroll.in

Top Domains in Tweet in G3:
[20] vaccines.gov
[13] cbsnews.com
[6] thehill.com
[3] forbes.com
[3] c-span.org
[2] variety.com
[1] cbsn.ws
[1] cnn.com
[1] msnbc.com
[1] twitter.com

Top Domains in Tweet in G4:
[81] co.th
[1] amazon.com
[1] twitter.com

Top Domains in Tweet in G5:
[4] twitter.com
[4] who.int
[4] bit.ly
[3] moneycontrol.com
[3] scroll.in
[2] gov.uk
[2] channelnewsasia.com
[2] ourworldindata.org
[2] bloomberg.com
[2] pa.gov

Top Domains in Tweet in G6:
[9] mygov.in
[6] indiatimes.com
[5] republicworld.com
[3] boomlive.in
[2] india.com
[2] youtube.com
[1] organiser.org

Top Domains in Tweet in G7:
[1] sun-sentinel.com

Top Domains in Tweet in G8:
[35] granma.cu
[2] cubadebate.cu
[1] pscp.tv

Top Domains in Tweet in G9:
[17] lemonde.fr
[3] leparisien.fr
[2] lg.jp
[2] ac.jp
[2] reuters.com
[2] youtube.com
[2] viglink.com
[2] cutt.ly
[2] ctvnews.ca
[1] co.uk

Top Domains in Tweet in G10:
[17] thewire.in
[13] toi.in
[3] freepressjournal.in
[3] thehindu.com
[2] humsamvet.com
[1] news18.com
[1] indiatimes.com
[1] biicl.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[452] covid19
[242] covid_19
[113] covid
[81] โมเดอร์น่า
[74] coronavirus
[38] oxygenexpress
[33] corona
[28] india
[28] 44329
[27] cuba



Top Hashtags in Tweet in G1:
[70] covid19
[42] covid_19
[34] covid
[20] coronavirus
[14] whatshappeninginmyanmar
[14] may12coup
[13] corona
[11] formativa
[11] plan
[11] educativo

Top Hashtags in Tweet in G2:
[35] oxygenexpress
[10] cbse
[9] covid19
[8] covid19india
[7] age_relaxation
[6] clear_alp_tech_standby
[5] internationalnursesday
[4] saveboardstudents
[4] cancelboardexam
[4] upscextraattempt2021

Top Hashtags in Tweet in G3:
[11] covid19
[1] covaxin

Top Hashtags in Tweet in G4:
[81] โมเดอร์น่า

Top Hashtags in Tweet in G5:
[18] covid19
[9] india
[4] kashmiri
[3] whoimpact
[3] nepal
[3] flunet
[2] superspreading
[2] thisisourshot
[2] covidindia
[2] zionist

Top Hashtags in Tweet in G6:
[33] covid19
[12] remdesivir
[11] tnfightscorona
[5] indiafightscorona
[5] covid_19
[4] maskupindia
[4] baramulla
[3] unite2fightcorona
[3] indiafightscovid19
[3] indianarmy

Top Hashtags in Tweet in G8:
[19] cuba
[10] cubacoopera
[9] cubaporlavida
[7] cubaviva
[6] covid_19
[6] somoscontinuidad
[5] somoscuba
[5] 12demayo
[4] cubasalvavidas
[3] conunanuevasonrisa

Top Hashtags in Tweet in G9:
[5] covid_19
[4] covid19
[3] wuhan
[2] greylit
[2] france
[2] paris
[2] passsanitaire
[2] vaccination
[2] apprentissage
[2] สรุป

Top Hashtags in Tweet in G10:
[12] covid19
[5] chhattisgarh
[2] breaking
[2] uk
[2] justin
[2] covid19india
[2] karnataka
[1] mumbai
[1] covidvaccine
[1] covid19vaccination

Top Words
Top Words in Tweet in Entire Graph:
[7173] covid
[6939] 19
[754] क
[715] vaccine
[476] india
[453] contra
[452] #covid19
[445] र
[419] pandemic
[419] people

Top Words in Tweet in G1:
[1042] covid
[1042] 19
[124] vaccine
[70] #covid19
[70] contra
[63] क
[61] pandemic
[50] people
[48] 12
[47] more

Top Words in Tweet in G2:
[137] covid
[135] 19
[53] क
[43] narendramodi
[43] oxygen
[41] day
[35] #oxygenexpress
[34] pmoindia
[34] र
[33] स

Top Words in Tweet in G3:
[130] covid
[128] 19
[59] vaccine
[43] aslavitt
[42] good
[42] news
[42] 15
[41] national
[39] bad
[39] mixed

Top Words in Tweet in G4:
[124] บ
[84] ม
[82] า
[81] #โมเดอร
[81] น
[81] มาเด
[81] อนตค
[81] นะคร
[80] joe_black317
[43] ด

Top Words in Tweet in G5:
[61] covid
[58] 19
[32] vaccine
[18] #covid19
[17] cdcgov
[13] व
[12] 12
[11] क
[10] स
[9] health

Top Words in Tweet in G6:
[71] covid
[61] 19
[33] #covid19
[30] क
[26] न
[26] र
[25] mygovindia
[25] please
[21] ज
[19] म

Top Words in Tweet in G7:
[129] covid
[129] 19
[122] china
[66] johnson
[61] fauci
[61] helped
[61] fund
[61] virus
[61] coordinated
[61] pr

Top Words in Tweet in G8:
[29] 19
[27] covid
[26] granma_digital
[21] cuba
[19] #cuba
[12] abdala
[10] #cubacoopera
[10] contra
[9] #cubaporlavida
[9] hisopos

Top Words in Tweet in G9:
[69] 19
[66] covid
[40] ว
[40] ได
[24] น
[22] นน
[22] ร
[21] วมบ
[21] ญก
[21] lemondefr

Top Words in Tweet in G10:
[44] thewire_in
[41] covid
[40] 19
[33] india
[21] oxygen
[18] coming
[18] modi
[16] see
[15] government
[14] cow

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6725] covid,19
[404] 19,vaccine
[369] contra,covid
[245] 19,pandemic
[174] against,covid
[159] 19,vaccines
[158] ข,อม
[137] positive,covid
[129] due,covid
[118] 19,cases

Top Word Pairs in Tweet in G1:
[1002] covid,19
[70] 19,vaccine
[54] contra,covid
[40] 19,pandemic
[27] 19,vaccines
[24] against,covid
[22] #covid,19
[19] 19,cases
[19] aspirina,covid
[19] 19,roll

Top Word Pairs in Tweet in G2:
[127] covid,19
[27] 19,patients
[20] day,day
[20] express,gratitude
[20] nursing,staff
[18] oxygen,covid
[18] international,nurses
[18] nurses,day
[18] day,express
[18] gratitude,hardworking

Top Word Pairs in Tweet in G3:
[127] covid,19
[39] 19,vaccine
[39] news,good
[39] good,bad
[39] bad,mixed
[39] mixed,national
[39] national,covid
[39] 19,test
[39] test,positivity
[39] positivity,rate

Top Word Pairs in Tweet in G4:
[81] #โมเดอร,น
[81] น,า
[81] า,มาเด
[81] มาเด,อนตค
[81] อนตค,นะคร
[81] นะคร,บ
[80] joe_black317,#โมเดอร
[42] ด,วยความเคารพนะคร
[42] วยความเคารพนะคร,บค
[42] บค,ณหมอ

Top Word Pairs in Tweet in G5:
[57] covid,19
[19] 19,vaccine
[8] uttar,pradesh
[5] tested,positive
[5] airborne,droplet
[5] व,श
[5] स,ट
[4] pradesh,state
[4] leading,businesses
[4] businesses,employers

Top Word Pairs in Tweet in G6:
[59] covid,19
[13] tamil,nadu
[12] #remdesivir,life
[12] life,saving
[12] saving,drug
[12] drug,#covid19
[12] #covid19,please
[12] please,refrain
[12] refrain,forwarding
[12] forwarding,random

Top Word Pairs in Tweet in G7:
[129] covid,19
[61] fauci,helped
[61] helped,fund
[61] fund,covid
[61] 19,virus
[61] virus,china
[61] china,coordinated
[61] coordinated,pr
[61] pr,campaign
[61] campaign,covid

Top Word Pairs in Tweet in G8:
[27] covid,19
[10] contra,covid
[8] video,granma_digital
[8] batalla,contra
[7] producción,hisopos
[7] hisopos,mascarillas
[7] higinio,vélez
[7] candidatos,vacunales
[7] suma,hombros
[7] hombros,toda

Top Word Pairs in Tweet in G9:
[65] covid,19
[21] ร,วมบ
[21] วมบ,ญก
[20] ว,นน
[20] นน,ได
[20] ได,เป
[20] เป,นต
[20] นต,วแทน
[20] วแทน,นำอาหาร
[20] นำอาหาร,ไข

Top Word Pairs in Tweet in G10:
[38] covid,19
[16] coming,see
[11] oxygen,currency
[11] currency,india
[11] india,morbid
[11] morbid,stock
[11] stock,exchange
[11] exchange,senior
[11] senior,politicians
[11] politicians,journalists

Top Replied-To
Top Replied-To in Entire Graph:
@ktrtrs
@imakbarowaisi
@biobio
@cnnbrk
@editorji
@elonmusk
@drrpnishank
@pmoindia
@reuters
@neiltyson

Top Replied-To in G2:
@pmoindia
@drrpnishank
@narendramodi
@scrailwayindia
@anubha1812
@nsitharaman
@satyamkumar
@aamaadmiparty
@arvindkejriwal
@vinitgoenka

Top Replied-To in G3:
@drericding
@naveenk46418134
@potus
@senatormenendez
@whitehouse
@kc13870760

Top Replied-To in G5:
@mackayim
@lawrencegostin
@oliverfaude
@mesharebear
@loisdmyers
@rdhale
@doctor_oxford
@peterdaszak
@business

Top Replied-To in G6:
@republic
@icmrdelhi
@mohfw_india
@drharshvardhan
@dewindia11

Top Replied-To in G7:
@jimconnor1

Top Replied-To in G9:
@aokima33
@independent
@srisri

Top Replied-To in G10:
@timesnow
@the_hindu
@httweets
@timesofindia

Top Mentioned
Top Mentioned in Entire Graph:
@joe_black317
@b_manfredini
@processic
@emeraldrobinson
@zenjournalist
@marchfoward
@thewire_in
@urstrulymahesh
@aslavitt
@narendramodi

Top Mentioned in G1:
@hirohiro_aaa
@___fareed
@tippfm
@habere_yorum
@nepalisansar4u
@jobspostingsjm
@premtyagi1949
@correodelsurcom
@appcpenn

Top Mentioned in G2:
@narendramodi
@pmoindia
@piyushgoyal
@httweets
@sonusood
@incindia
@madhukishwar
@rahulgandhi
@arvindkejriwal
@railminindia

Top Mentioned in G3:
@aslavitt
@potus
@cbsnews
@drericding
@joeconchatv
@randpaul
@vp
@whitehouse
@ruhleonmsnbc
@joshuapcohen1

Top Mentioned in G4:
@joe_black317
@oonginlavender

Top Mentioned in G5:
@who
@cdcgov
@unicef
@us_fda
@borisjohnson
@nhsuk
@wired
@matthancock
@drzoehyde
@pahealthdept

Top Mentioned in G6:
@mygovindia
@mohfw_india
@104_gotn
@nh
@drharshvardhan
@economictimes
@pib_india
@republic_bharat
@eorganiser
@aiims_patna

Top Mentioned in G7:
@emeraldrobinson
@chuckcallesto

Top Mentioned in G8:
@granma_digital
@cubacoopera_ve3
@minsapcuba
@cubaminrex
@mep_cuba
@presidenciacuba
@alejandrogilf
@apucubacoopera
@inesmchapman
@biocubafarma

Top Mentioned in G9:
@lemondefr
@baipor_a
@hewitson10
@sfoucart
@devisridhar
@idrissaberkane
@mspvaccinewatch
@ctvottawa
@h_okumura
@roshan_rinaldi

Top Mentioned in G10:
@thewire_in
@timesofindia
@the_hindu
@fpjindia
@mybmc
@wadiahospitals
@svaradarajan
@livelawindia
@who
@cnnnews18

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@el_cooperante
@tesco
@contrapuntovzla
@dolartoday
@sumariuminfo
@republikaonline
@conelmazodando

Top Tweeters in G1:
@caraotadigital
@la_patilla
@dolartoday
@republikaonline
@zyitegadgets
@freiewelteu
@globovision
@radioelshinta
@skinnergj
@noticiasveapp

Top Tweeters in G2:
@httweets
@railminindia
@bsindia
@geminiseventh
@nandtara
@raamendrasharm7
@amarujalanews
@jairamkhemka
@rameshlaus
@impnahar99

Top Tweeters in G3:
@lizditz
@dcexaminer
@jjohnson2u
@truthbuster
@detroit_rachel
@cbsnews
@snowstormyou
@social_seer
@globaldancer38
@davidisaksen

Top Tweeters in G4:
@kego_jung
@yokkyokk
@pandacreamm
@oilykd_
@eilojdapkool
@mintty_me
@n_mindd
@9808pb
@whatevermanames
@barneyssquad

Top Tweeters in G5:
@pollsstar
@business
@scroll_in
@moneycontrolcom
@barryjwoods
@pitrko
@puzzlesthewill7
@cbsthismorning
@mackayim
@bondsatyam

Top Tweeters in G6:
@vinirish
@economictimes
@republic
@sureshnakhua
@zeenews
@pib_india
@sapna_3
@srini0851
@madanvaishnav_3
@mib_india

Top Tweeters in G7:
@jazzymsc
@ziffykat
@jerridougherty
@shelgas
@dd93778941
@jkdeppe
@beachkatie
@beaccountable4u
@cheridr77
@zeniadie

Top Tweeters in G8:
@luisrobertobas6
@canalstvinlive
@granma_digital
@carlotresero
@acn_cuba
@marcepa2011
@carrizal_cdi
@hmena65
@cubacooperavepo
@cubaonu

Top Tweeters in G9:
@maria_andy2
@independent
@hanayuu
@_redfrog
@le_parisien
@thaipbs
@lemondefr
@cdivertdazur
@diab0l029
@puntoporpunto

Top Tweeters in G10:
@cnnnews18
@timesnow
@timesofindia
@the_hindu
@justicenindia
@researchaditya
@fpjindia
@bondrana
@livelawindia
@charmchawm


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