COVID, Twitter, 7/1/2021 12:27:57 PM, 258067


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COVID_2021-07-01_02-34-13.xlsx
COVID_2021-07-01_02-34-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 01, 2021
Short Description:
COVID via NodeXL https://bit.ly/2TtyKQ6
@mynation_bh
@narendramodi
@independent
@franceinfo
@iflck
@rahulgandhi
@moneycontrolh
@who
@log_yves
@puneetvizh

Top hashtags:
#covid
#covid19
#covid_19
#whatshappeninginmyanmar
#coronavirus
#dreadfulcovidamidmilitarycoup

Description:
Description
The graph represents a network of 12,005 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 01 July 2021 at 09:52 UTC.

The requested start date was Thursday, 01 July 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, 1-minute period from Monday, 28 June 2021 at 12:21 UTC to Wednesday, 30 June 2021 at 12:22 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 : 12005
Unique Edges : 7021
Edges With Duplicates : 11675
Total Edges : 18696
Number of Edge Types : 5
Tweet : 3808
Retweet : 5231
MentionsInRetweet : 6235
Replies to : 863
Mentions : 2559
Self-Loops : 3843
Reciprocated Vertex Pair Ratio : 0.00739371534195933
Reciprocated Edge Ratio : 0.0146788990825688
Connected Components : 3904
Single-Vertex Connected Components : 1169
Maximum Vertices in a Connected Component : 675
Maximum Edges in a Connected Component : 1448
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.274794
Graph Density : 6.42920498109682E-05
Modularity : 0.578069
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 12,005 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 01 July 2021 at 09:52 UTC.

The requested start date was Thursday, 01 July 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, 1-minute period from Monday, 28 June 2021 at 12:21 UTC to Wednesday, 30 June 2021 at 12:22 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
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:
[14] https://www.ccma.cat/324/en-directe-salut-informa-sobre-la-pandemia-de-covid-i-el-proces-de-vacunacio/noticia/3107414/
[14] https://news.sky.com/story/covid-19-nearly-2000-cases-linked-to-scotland-fans-watching-euro-2020-games-12345619
[13] https://americasfrontlinedoctors.org/frontlinenews/lisbon-court-rules-only-0-9-of-verified-cases-died-of-covid-numbering-152-not-17000-claimed/
[11] https://timesofindia.indiatimes.com/spotlight/pulmonologist-dr-kapil-salgia-explains-the-importance-of-pvp-i-gargle-as-a-precautionary-measure-against-covid-19/articleshow/83811670.cms
[11] https://www.pscp.tv/w/c6mcPzFvTlFsT2FhTHJkRXd8MWRqR1hxcVlhbkJKWs1xMxp6X5xRoeiFB8nQzfu2N5XcYSw4qITkJFJCCJ-w
[9] https://www.bloomberg.com/tosv2.html?vid=&uuid=6bf0a270-d99c-11eb-bfa3-0f078c7844b1&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wNi0yOS9tb2Rlcm5hLXMtY292aWQtc2hvdC1wcm9kdWNlcy1hbnRpYm9kaWVzLWFnYWluc3QtZGVsdGEtdmFyaWFudA==
[9] https://trib.al/0VB4Vdw
[8] https://truepundit.com/surgeon-fired-from-college-of-medicine-for-voicing-concerns-about-covid-shots-for-kids/
[8] https://www.irrawaddy.com/news/burma/myanmar-regime-offers-no-help-as-kalaymyo-struggles-with-covid-19-outbreak.html
[8] http://totalnewsjp.com/2021/06/29/covid19-79/

Top URLs in Tweet in G1:
[3] https://twitter.com/melindaperle/status/1409240593193111554
[3] https://www.diariocontraste.com/2021/06/venezuela-registro-1-019-nuevos-casos-positivos-de-covid-19-y-supera-los-270-mil-contagios/
[3] https://twitter.com/El9deNepal/status/1409661231296782338
[3] https://twitter.com/leongwaikitcna/status/1409653997556752393
[3] https://www.theguardian.com/world/2021/jun/29/business-leaders-arriving-in-england-granted-exemption-from-covid-quarantine
[3] https://tribunrakyat.com/18617/29/06/2021/kasus-covid-19-di-indonesia-melonjak-drastis-pb-hmi-minta-pemerintah-lockdown-total.html
[3] https://twitter.com/IrrawaddyNews/status/1410157202304737280
[3] https://www.itv.co.tz/news/uganda-yaidhinisha-covidex-kutumika-kutibu-corona
[3] https://news.sky.com/story/covid-19-nearly-2000-cases-linked-to-scotland-fans-watching-euro-2020-games-12345619
[2] https://www.cbc.ca/news/health/covid-vaccines-break-through-infection-canada-doses-1.6080206

Top URLs in Tweet in G2:
[4] https://www.ndtv.com/india-news/coronavirus-tejashwi-yadav-brother-tej-pratap-yadav-take-sputnik-covid-19-vaccine-in-patnas-medanta-hospital-2476108
[2] https://trib.al/eOkt72b
[2] https://indianexpress.com/article/india/pm-modi-mann-ki-baat-india-covid-vaccine-tokyo-olympics-milkha-singh-7377963/
[2] https://www.abplive.com/news/india/127-villagers-from-madhya-pradesh-got-vaccinated-after-they-got-counselling-from-prime-minister-narendra-modi-1932778
[2] https://www.livemint.com/news/india/pm-modi-mann-ki-baat-live-updates-covid-vaccination-11624760422655.html
[2] https://www.mygov.in/covid-19
[2] https://www.indiatvnews.com/news/india/covid-assam-govt-to-pay-rs-2-5-lakh-to-widows-coronavirus-pandemic-latest-news-715097
[1] http://bitly.ws/?redirect=eXfc
[1] https://www.theguardian.com/world/2021/jun/27/ive-seen-too-many-bodies-jakarta-gravediggers-chart-indonesias-covid-battle
[1] https://www.businessinsider.co.za/putin-confirms-got-russia-sputnik-v-coronavirus-vaccine-2021-6

Top URLs in Tweet in G3:
[2] https://www.lci.fr/sante/covid-19-coronavirus-pandemie-si-80-des-soignants-ne-sont-pas-vaccines-en-septembre-l-executif-ouvrira-la-voie-a-l-obligation-2190147.html?utm_medium=Social&utm_source=Twitter#Echobox=1624999229
[2] https://www.independent.co.uk/news/education/education-news/school-bubbles-covid-gavin-williamson-b1875480.html
[2] https://www.independent.co.uk/news/world/europe/ireland-covid-vaccine-pubs-restaurants-b1874629.html?utm_content=Echobox&utm_medium=Social&utm_source=Twitter#Echobox=1624964264
[2] https://www.bfmtv.com/sante/en-direct-covid-19-la-derniere-etape-du-deconfinement-entre-en-vigueur-ce-mercredi_LN-202106300012.html
[2] https://twitter.com/jjchamie/status/1410023102399102981
[2] https://www.lefigaro.fr/sciences/covid-19-la-vaccination-des-soignants-sera-obligatoire-si-jugee-insuffisante-en-septembre-20210629
[2] https://www.lci.fr/international/covid-19-russie-records-de-morts-a-moscou-et-saint-petersbourg-le-quart-de-finale-de-l-euro-2021-maintenu-2189989.html#
[1] https://twitter.com/quiquichotte1/status/1410009512975732739
[1] http://ctiapchcholet.blogspot.com/2021/06/lettre-ouverte-vaccins-contre-la-covid.html
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/deconfinement/direct-covid-19-suppression-de-jauges-organisation-des-concerts-et-festivals-plusieurs-restrictions-levees-des-mercredi-en-france_4684025.html

Top URLs in Tweet in G4:
[4] https://www.bloomberg.com/tosv2.html?vid=&uuid=133414c0-d030-11eb-a390-719e75d89d87&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMS0wNi0xOC95b3VuZy1hbWVyaWNhbi1hZHVsdHMtYXJlLWR5aW5nLWFuZC1ub3QtanVzdC1mcm9tLWNvdmlk
[2] https://patch.com/illinois/springfield-il/crossing-church-camp-linked-2-covid-19-spreader-events
[2] https://news.sky.com/story/covid-19-hong-kong-to-ban-all-british-travellers-after-adding-uk-to-extremely-high-risk-list-12343896
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=8e3df6a0-d962-11eb-bcab-27d041a6819c&url=L29waW5pb24vYXJ0aWNsZXMvMjAyMS0wNi0xOC95b3VuZy1hbWVyaWNhbi1hZHVsdHMtYXJlLWR5aW5nLWFuZC1ub3QtanVzdC1mcm9tLWNvdmlkP3V0bV9tZWRpdW09c29jaWFsJmNtcGlkJTNEPXNvY2lhbGZsb3ctdHdpdHRlci12aWV3JnV0bV9jb250ZW50PXZpZXcmdXRtX2NhbXBhaWduPXNvY2lhbGZsb3ctb3JnYW5pYyZ1dG1fc291cmNlPXR3aXR0ZXI=
[1] https://www.bloomberg.com/opinion/articles/2021-06-24/is-covid-s-impact-on-the-brain-as-alarming-as-it-sounds?sref=2o0rZsF1&utm_source=twitter&utm_content=view&utm_campaign=socialflow-organic&cmpid%3D=socialflow-twitter-view&utm_medium=social
[1] https://www.cdc.gov/coronavirus/2019-ncov/vaccines/different-vaccines.html
[1] https://twitter.com/TODAYshow/status/1410195466227171332
[1] https://twitter.com/erictopol/status/1410002143466037253
[1] https://bbc.in/2SAGNue
[1] https://www.osha.gov/memos/2021-03-12/updated-interim-enforcement-response-plan-coronavirus-disease-2019-covid-19

Top URLs in Tweet in G5:
[2] https://www.forbes.com/sites/brucelee/2021/06/26/cdc-4115-fully-vaccinated-have-been-hospitalized-or-died-with-breakthrough-covid-19-infections/?sh=78d751876993
[2] https://theconversation.com/an-open-letter-to-new-health-secretary-sajid-javid-as-he-takes-on-covid-163503
[2] https://www.theguardian.com/uk-news/2021/jun/24/public-inquiry-into-covid-must-begin-now-says-senior-judge-sir-robert-owen?CMP=Share_iOSApp_Other
[1] https://www.theguardian.com/uk-news/2021/jun/30/life-expectancy-key-to-success-of-levelling-up-in-uks-poorer-areas-covid-pandemic
[1] https://www.king5.com/article/news/health/coronavirus/digital-covid-vaccine-confirmation/507-78c80648-a355-4464-8431-d2aa449533a4
[1] https://www.abc.net.au/radio/newcastle/programs/drive/ivermectin-covid-19/13418066
[1] https://www.barandbench.com/news/litigation/alleges-blindness-covid-19-vaccine-allahabad-high-court
[1] https://twitter.com/das_seed/status/1378546907392454657
[1] https://www.telegraph.co.uk/news/2021/06/28/remorseless-build-up-covid-hospital-patients-simply-hasnt-happened/
[1] https://news.sky.com/story/labour-calls-for-investigation-into-ministers-use-of-private-emails-after-matt-hancock-revelations-12343638

Top URLs in Tweet in G6:
[2] https://dailyexpose.co.uk/2021/06/30/who-quietly-removes-section-advising-against-children-receiving-covid-19-vaccine-on-its-website/
[1] https://www.dailymail.co.uk/news/article-9685393/Covid-FOREVER-need-live-like-flu-Freedom-Day.html
[1] https://www.dailymail.co.uk/news/article-9732583/Mother-three-47-dies-AstraZeneca-Covid-jab-caused-blood-clots-brain.html?ito=social-twitter_mailonline
[1] https://www.orwell.city/2021/06/covid-19-is-caused-by-graphene-oxide.html?m=1

Top URLs in Tweet in G7:
[4] https://www.theguardian.com/money/2021/jun/30/covid-savings-britain-built-up-second-highest-level-on-record-in-early-2021?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1625055565
[3] https://www.instituteofhealthequity.org/about-our-work/latest-updates-from-the-institute/greater-manchester-a-marmot-city-region
[2] https://www.theguardian.com/global-development/2021/jun/29/brazil-coronavirus-deaths-jair-bolsonaro?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1624957250
[2] https://www.theguardian.com/australia-news/2021/jun/30/i-felt-betrayed-how-covid-research-could-help-patients-living-with-chronic-fatigue-syndrome?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1625029300
[2] https://www.theguardian.com/uk-news/2021/jun/30/life-expectancy-key-to-success-of-levelling-up-in-uks-poorer-areas-covid-pandemic
[2] https://twitter.com/spikedonline/status/1409798848873181184
[1] https://www.theguardian.com/politics/live/2021/jun/28/uk-covid-live-news-coronavirus-matt-hancock-boris-johnson-sajid-javid?CMP=twt_gu&utm_source=Twitter&utm_medium#Echobox=1624881796
[1] https://www.theguardian.com/politics/live/2021/jun/28/uk-covid-live-news-coronavirus-matt-hancock-boris-johnson-sajid-javid?CMP=twt_gu&utm_source=Twitter&utm_medium#Echobox=1624882885
[1] https://www.dailymail.co.uk/news/article-9736187/Daily-Covid-hospital-admissions-running-just-HALF-SAGEs-forecasts.html#article-9736187
[1] https://www.theguardian.com/australia-news/2021/jun/30/i-felt-betrayed-how-covid-research-could-help-patients-living-with-chronic-fatigue-syndrome

Top URLs in Tweet in G8:
[2] https://www.prensa-latina.cu/index.php?o=rn&id=458910&SEO=cuba-aplica-medidas-ante-transmision-comunitaria-de-covid-19
[2] https://www.who.int/news-room/spotlight/the-impact-of-covid-19-on-global-health-goals
[1] https://youtu.be/Nz85KC5OHdE
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DbV9RyB2Aahg&q=EgS4SO-bGJKd9oYGIhBdnBN-AIrBk5DDFF_2AaoGMgFy
[1] https://www.devdiscourse.com/article/health/1043491-pharma-post-covid-19-reducing-political-clout-can-alter-business-models
[1] https://bit.ly/3wQN8QQ
[1] https://www.cnbc.com/2021/06/25/delta-who-urges-fully-vaccinated-people-to-continue-to-wear-masks-as-variant-spreads.html
[1] https://twitter.com/WHO/status/1408532630698696704
[1] https://news.yahoo.com/covid-delta-variant-first-gained-162603894.html

Top URLs in Tweet in G9:
[2] https://www.wsj.com/articles/vaccinated-people-account-for-half-of-new-covid-19-delta-cases-in-israeli-outbreak-11624624326
[1] https://alexberenson.substack.com/p/why-covid-is-like-aids
[1] https://alexberenson.substack.com/p/why-should-teens-be-allowed-the-covid
[1] https://trib.al/K7a0qLo
[1] https://nyti.ms/2UOZTO5
[1] https://nyti.ms/35ZKY5Q
[1] https://nyti.ms/3w1azWx
[1] https://trib.al/zUtwxCm
[1] https://nyti.ms/2T53iI1
[1] https://twitter.com/pachoazuero/status/1409921460081238020

Top URLs in Tweet in G10:
[1] http://thewirehindi.com/175435/ugc-asks-institutes-to-put-up-thank-you-modiji-banners-for-free-covid-vaccination/
[1] https://hindi.thequint.com/voices/opinion/covid-deaths-compensation-supreme-court-modi-govt-ex-gratia-relief

Top Domains
Top Domains in Tweet in Entire Graph:
[351] twitter.com
[136] co.uk
[70] theguardian.com
[63] com.br
[54] bit.ly
[46] trib.al
[40] sky.com
[39] reuters.com
[39] youtube.com
[39] nytimes.com

Top Domains in Tweet in G1:
[95] twitter.com
[26] com.br
[23] co.uk
[11] sky.com
[10] theguardian.com
[8] com.ar
[8] nytimes.com
[7] cnn.com
[7] childrenshealthdefense.org
[6] wsj.com

Top Domains in Tweet in G2:
[4] twitter.com
[4] ndtv.com
[3] indianexpress.com
[3] livemint.com
[2] news24.com
[2] trib.al
[2] gov.in
[2] abplive.com
[2] mygov.in
[2] hindustantimes.com

Top Domains in Tweet in G3:
[6] co.uk
[6] bylinetimes.com
[5] twitter.com
[4] lci.fr
[2] francetvinfo.fr
[2] bfmtv.com
[2] thejournal.ie
[2] atlantico.fr
[2] lefigaro.fr
[1] blogspot.com

Top Domains in Tweet in G4:
[6] bloomberg.com
[2] patch.com
[2] twitter.com
[2] sky.com
[1] cdc.gov
[1] bbc.in
[1] osha.gov

Top Domains in Tweet in G5:
[5] twitter.com
[4] theguardian.com
[2] forbes.com
[2] co.uk
[2] theconversation.com
[1] king5.com
[1] net.au
[1] barandbench.com
[1] sky.com
[1] itv.com

Top Domains in Tweet in G6:
[4] co.uk
[1] orwell.city

Top Domains in Tweet in G7:
[13] theguardian.com
[3] instituteofhealthequity.org
[2] twitter.com
[1] co.uk

Top Domains in Tweet in G8:
[2] prensa-latina.cu
[2] who.int
[1] youtu.be
[1] google.com
[1] devdiscourse.com
[1] bit.ly
[1] cnbc.com
[1] twitter.com
[1] yahoo.com

Top Domains in Tweet in G9:
[4] nyti.ms
[2] substack.com
[2] trib.al
[2] wsj.com
[1] twitter.com
[1] politicususa.com
[1] abs-cbn.com
[1] nytimes.com

Top Domains in Tweet in G10:
[1] thewirehindi.com
[1] thequint.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[255] covid
[241] covid19
[99] covid_19
[70] whatshappeninginmyanmar
[39] coronavirus
[28] dreadfulcovidamidmilitarycoup
[28] june30coup
[26] 44375
[23] 44376
[23] june28coup



Top Hashtags in Tweet in G1:
[50] whatshappeninginmyanmar
[43] covid19
[40] covid
[26] dreadfulcovidamidmilitarycoup
[22] june30coup
[20] june28coup
[19] recognizenug
[16] covid_19
[16] coronavirus
[11] june29coup

Top Hashtags in Tweet in G2:
[17] covid19
[12] indiafightscorona
[10] extraattempt4allgovtexam
[7] covid
[6] covid_19
[4] sputnikv
[4] vaccine
[4] covidvaccine
[3] largestvaccinationdrive
[3] mannkibaat

Top Hashtags in Tweet in G3:
[5] pfizer
[4] variant
[4] delta
[3] cdc
[3] centerfordiseasescontrol
[3] vaccins
[3] moderna
[2] soignants
[2] herdimmunity
[2] covid_19

Top Hashtags in Tweet in G4:
[2] covid19
[2] wearamask
[1] vaccination
[1] pandemicwithinapandemic
[1] deltavariant
[1] covid

Top Hashtags in Tweet in G5:
[2] covidinquirynow
[2] nomoresuicides
[1] johnsonout
[1] politicslive
[1] unfittogovern
[1] torycriminals
[1] katiepersinger
[1] fbnhs

Top Hashtags in Tweet in G7:
[4] covid
[3] buildbackfairer
[1] leaveourkidsalone

Top Hashtags in Tweet in G8:
[8] covid19
[7] cuba
[5] covid_19
[4] covid
[4] healthdata
[4] deltavariant
[3] prensalatina
[3] 6/16/2021 12:00:00 AM
[2] mask
[2] wearamask

Top Hashtags in Tweet in G9:
[7] covid

Top Hashtags in Tweet in G10:
[2] covid
[1] crocodiletears
[1] vinashakvista

Top Words
Top Words in Tweet in Entire Graph:
[8118] covid
[2918] 19
[639] people
[526] vaccine
[436] cases
[430] more
[343] क
[339] health
[324] delta
[310] vaccinated

Top Words in Tweet in G1:
[1087] covid
[467] 19
[72] cases
[70] people
[62] vaccine
[61] क
[57] 2021
[53] more
[50] #whatshappeninginmyanmar
[46] deaths

Top Words in Tweet in G2:
[184] covid
[107] क
[82] 19
[62] narendramodi
[62] र
[60] doctors
[59] स
[54] india
[45] pm
[44] म

Top Words in Tweet in G3:
[46] covid
[17] sont
[13] c'est
[12] cas
[11] 19
[10] olivierveran
[10] ce
[10] père
[10] jour
[9] mon

Top Words in Tweet in G4:
[46] covid
[16] rwjdingwall
[15] risk
[13] bopinion
[11] 19
[11] rates
[9] young
[9] teenagers
[8] more
[8] cdcgov

Top Words in Tweet in G5:
[54] covid
[19] borisjohnson
[17] public
[14] using
[13] matt
[12] ianblackford_mp
[11] health
[11] union
[10] court
[10] people

Top Words in Tweet in G6:
[10] covid
[4] jab
[4] symptoms
[4] still
[4] getting
[4] tested
[4] part
[4] problem
[4] uk
[4] world

Top Words in Tweet in G7:
[67] covid
[39] scotland
[29] 19
[24] health
[22] cases
[21] public
[21] linked
[20] total
[19] 991
[19] fans

Top Words in Tweet in G8:
[26] fully
[25] mask
[25] cdc
[24] melindaperle
[24] vaccinated
[23] resume
[23] activities
[23] without
[23] wearing
[23] physical

Top Words in Tweet in G9:
[52] nytimes
[40] covid
[23] coronavirus
[20] more
[19] 19
[18] against
[18] dozen
[17] vaccinated
[15] vaccines
[14] study

Top Words in Tweet in G10:
[9] covid
[8] क
[6] र
[4] blood
[4] sc
[4] ravinderkapur2
[4] tajendrarajora
[4] tweetinder
[4] dsouza_wilbro
[4] krisnair1

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2782] covid,19
[212] contra,covid
[146] covid,vaccine
[120] 19,vaccine
[118] delta,variant
[109] covid,cases
[109] fully,vaccinated
[99] long,covid
[96] ว,คซ
[92] cpi,covid

Top Word Pairs in Tweet in G1:
[449] covid,19
[37] contra,covid
[24] covid,cases
[20] military,junta
[18] crisis,covid
[18] covid,vaccine
[17] #june30coup,#whatshappeninginmyanmar
[16] illegitimate,military
[16] incapable,successfully
[16] successfully,managing

Top Word Pairs in Tweet in G2:
[80] covid,19
[27] india,proud
[27] proud,efforts
[27] efforts,doctors
[27] doctors,fighting
[27] fighting,covid
[27] 19,1st
[27] 1st,july
[27] july,marked
[27] marked,national

Top Word Pairs in Tweet in G3:
[9] mon,beau
[9] beau,père
[9] covid,19
[7] chez,pascalpraud
[7] pascalpraud,ce
[7] ce,matin
[7] matin,nicolas
[7] nicolas,estiennes
[7] estiennes,orves
[7] orves,mon

Top Word Pairs in Tweet in G4:
[9] covid,19
[5] young,adult
[5] particularly,concerned
[5] concerned,calls
[5] calls,covid
[5] covid,measures
[5] measures,continue
[5] continue,reduce
[5] reduce,respiratory
[5] respiratory,infections

Top Word Pairs in Tweet in G5:
[7] covid,rules
[7] matt,hancock
[7] emergency,covid
[6] matt,hancock's
[6] lord,bethell
[6] covid,contract
[5] high,court
[5] covid,19
[5] use,private
[5] borisjohnson,using

Top Word Pairs in Tweet in G6:
[4] symptoms,still
[4] still,getting
[4] getting,tested
[4] tested,covid
[4] covid,part
[4] part,problem
[4] world,capita
[3] respect65,symptoms
[2] mother,three
[2] three,47

Top Word Pairs in Tweet in G7:
[23] covid,19
[19] public,health
[19] health,scotland
[19] scotland,total
[19] total,991
[19] 991,covid
[19] 19,cases
[19] cases,scotland
[19] scotland,linked
[19] linked,fans

Top Word Pairs in Tweet in G8:
[24] fully,vaccinated
[23] cdc,fully
[23] vaccinated,resume
[23] resume,activities
[23] activities,without
[23] without,wearing
[23] wearing,mask
[23] mask,physical
[22] melindaperle,cdc
[22] physical,distanci

Top Word Pairs in Tweet in G9:
[19] covid,19
[13] pfizer,biontech
[13] biontech,moderna
[13] moderna,covid
[13] 19,vaccines
[13] vaccines,protect
[13] protect,against
[13] against,coronavirus
[13] coronavirus,years
[13] years,study

Top Word Pairs in Tweet in G10:
[4] ravinderkapur2,tajendrarajora
[4] tajendrarajora,tweetinder
[4] tweetinder,dsouza_wilbro
[4] dsouza_wilbro,krisnair1
[4] krisnair1,samharris2429
[4] samharris2429,shuchitasrivast
[4] shuchitasrivast,joesaldanha
[3] covid,victims
[3] र,क
[2] bjp,prepared

Top Replied-To
Top Replied-To in Entire Graph:
@bertanyarl
@drfahrettinkoca
@tempodotco
@gustavobolivar
@devisridhar
@collegemenfess
@mediavenir
@eltiempo
@minofhealthug
@cathymurray100

Top Replied-To in G2:
@srirudybaba
@humanity_ind
@aapdelhi
@ikanganateam_
@sanket
@prasannavishy
@beechbazar
@kpmaurya1
@bbcworld
@narendramodi

Top Replied-To in G3:
@damesln1
@ecoute51
@changnoy
@porcherthomas
@2020marceau
@darklotus75
@lci
@epmd78
@independent

Top Replied-To in G4:
@cathymurray100
@rwjdingwall
@jmcrookston
@bitoshicoinoto
@bopinion
@cooj2_0
@rose_marie_holt
@youarelobbylud
@bbcpolitics
@respeak_uk

Top Replied-To in G5:
@borisjohnson
@glenlyon17
@msjanebond007
@bbchealth
@sajidjavid
@nurses_united
@maxhavertz
@trishgreenhalgh

Top Replied-To in G6:
@truthvulgarians
@leadbyexample12

Top Replied-To in G7:
@liamhogan17
@andyburnhamgm
@rossisoniya
@margin4error

Top Replied-To in G8:
@who
@palindromica
@melindaperle
@santiagomayer_

Top Replied-To in G9:
@apoorva_nyc
@johnrobertsfox
@whcos

Top Replied-To in G10:
@ravinderkapur2
@rahulgandhi
@sonusood

Top Mentioned
Top Mentioned in Entire Graph:
@narendramodi
@nytimes
@kasjol_
@fayebitchin
@sueannajoe_
@celeaduran
@el_pais
@rahulgandhi
@mrmessenger
@senronjohnson

Top Mentioned in G1:
@eliafromparis
@torysleazeuk
@3rablanca
@jaanojunction
@chegademimi1
@flaviobuccino
@thaisconexao
@lcmb_buildings
@_rowlf

Top Mentioned in G2:
@narendramodi
@rahulgandhi
@bjp4india
@pmoindia
@nsitharaman
@mohfw_india
@piyushgoyal
@incindia
@drjitendrasingh
@ndtv

Top Mentioned in G3:
@olivierveran
@pascalpraud
@boutaour
@franceinfo
@cnews
@rendezmomotchi
@bylinetimes
@quiquichotte1
@sante_gouv
@lci

Top Mentioned in G4:
@rwjdingwall
@bopinion
@cdcgov
@njbbari3
@bbcnewsnight
@kateliveco1g
@covid_questions
@apsmunro
@jmcrookston
@meganranney

Top Mentioned in G5:
@borisjohnson
@ianblackford_mp
@sajidjavid
@keir_starmer
@michaelgove
@winstoncproject
@trishgreenhalgh
@bbcbreakfast
@goodlawproject
@craigkellymp

Top Mentioned in G6:
@mailonline
@respect65
@truthvulgarians
@dailyexposegb
@samasjapi
@miz_zorro
@tom5731
@nephilim225
@porridgeisgood
@eloise98496253

Top Mentioned in G7:
@skynewsbreak
@guardian
@politicsforali
@paulkrugman
@michaelmarmot
@marmotihe
@essexpr
@cambridge_uni
@archrose90
@politicoeurope

Top Mentioned in G8:
@melindaperle
@who
@prensalatina_cu
@opsoms
@cdc
@drtedros
@alvaradoc_salud
@raforih
@muvaragua
@medicosunidosve

Top Mentioned in G9:
@nytimes
@alexberenson
@whcos
@thelancetendo
@newyorker
@abscbnnews
@apoorva_nyc
@german_vargas
@vscorpio69
@forwardarc

Top Mentioned in G10:
@tajendrarajora
@tweetinder
@dsouza_wilbro
@krisnair1
@samharris2429
@shuchitasrivast
@joesaldanha
@ajaykumar00009
@drshamamohd
@srinivasiyc

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@pulpnews
@mrdjones
@lecturas24h
@kompascom
@detikcom
@republikaonline
@conelmazodando
@cybersec_feeds

Top Tweeters in G1:
@pulpnews
@lecturas24h
@andyvermaut
@diariocontraste
@ia_regnum
@noticiasveapp
@beritasatu
@eldiario
@venepress
@tarlouze

Top Tweeters in G2:
@cnbctv18live
@cnnnews18
@ndtv
@bcci
@railminindia
@umeshjhaji
@dna
@aajtak
@prashantarchu
@lellingw

Top Tweeters in G3:
@mrdjones
@independent
@iflck
@curiouskd2000
@bfmtv
@franceinfo
@cnews
@elianecarrier
@otto_english
@loindevant

Top Tweeters in G4:
@allchanges
@kingdomofwench
@rose_marie_holt
@eastvillagetwt
@bopinion
@martinremains
@lolamotz
@civiclilly1
@realjamespat
@johannes135

Top Tweeters in G5:
@sandradunn1955
@childofalba
@isthisab0t
@angryyoungman55
@itvnews
@1georden
@iabfe
@sharonpentay
@annekni38953689
@valerieastles

Top Tweeters in G6:
@porridgeisgood
@mmjblair
@mailonline
@white_arrow_uk
@pambeertom
@albion_rover
@21wire
@gartsidejackie
@pollylo08456224
@trutherbluechef

Top Tweeters in G7:
@magicdmw
@dailymirror
@guardian
@huffpostuk
@black_cat46
@trackntracer
@mushymelbowhead
@jjstageface
@essexpr
@scotlandbest

Top Tweeters in G8:
@jeannie_hartley
@efectococuyo
@agiraudg
@prensalatina_cu
@samjade_xo
@buzzman888
@katziotho
@gorki_2
@slnewsrtbot
@utahjazz__

Top Tweeters in G9:
@abscbnnews
@rosenchild
@nytimes
@phyllissharp54
@avd911
@socalmd54
@deduped_nytimes
@truthwins4ever
@newyorker
@lilpoo404

Top Tweeters in G10:
@geetv79
@kukk44
@shubham_ri
@puneetvizh
@rkmarar9
@dyolsingh
@stanalb
@watdehel
@ajaykumar00009
@rupagulab


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