COVID, Twitter, 3/19/2022 11:33:25 AM, 273257


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COVID_2022-03-19_00-18-01.xlsx
COVID_2022-03-19_00-18-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 19, 2022
Short Description:
COVID via NodeXL https://bit.ly/3KUZoqi
@drericding
@cdcgov
@ppetoheros
@potus
@fm182020
@reputationdr
@drtomfrieden
@mariasammutmasc
@chrischirp
@gregggonsalves

Top hashtags:
#covid
#covid19
#covid_19
#chaeunwoo
#bahraingp
#coronavirus
#longcovid
#covidー19
#โควิด19

Description:
Description
The graph represents a network of 11,494 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 Saturday, 19 March 2022 at 07:34 UTC.

The requested start date was Saturday, 19 March 2022 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, 16 March 2022 at 12:17 UTC to Friday, 18 March 2022 at 12:19 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 : 11494
Unique Edges : 6669
Edges With Duplicates : 11240
Total Edges : 17909
Number of Edge Types : 5
Tweet : 3353
Retweet : 5095
MentionsInRetweet : 6028
Replies to : 1104
Mentions : 2329
Self-Loops : 3403
Reciprocated Vertex Pair Ratio : 0.00598603259062188
Reciprocated Edge Ratio : 0.011900826446281
Connected Components : 3547
Single-Vertex Connected Components : 1140
Maximum Vertices in a Connected Component : 647
Maximum Edges in a Connected Component : 1338
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.610709
Graph Density : 6.86976742305872E-05
Modularity : 0.581564
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 11,494 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 Saturday, 19 March 2022 at 07:34 UTC.

The requested start date was Saturday, 19 March 2022 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, 16 March 2022 at 12:17 UTC to Friday, 18 March 2022 at 12:19 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.theguardian.com/commentisfree/2022/mar/16/once-again-america-is-in-denial-about-signs-of-a-fresh-covid-wave
[11] https://www.foxnews.com/opinion/10-biggest-covid-mistakes-americans-apology-dr-marty-makary
[11] https://www.juventus.com/it/news/articoli/covid-19-positivo-manuel-locatelli
[10] https://www.soompi.com/article/1518005wpp/stray-kids-changbin-tests-positive-for-covid-19
[10] https://public.tableau.com/profile/public.health.wales.health.protection#!/vizhome/RapidCOVID-19virology-Public/Headlinesummary
[10] https://public.tableau.com/views/RapidCOVID-19virology-Mobilefriendly/Summary?%3AshowVizHome=no&%3Aembed=true#2
[9] https://www.bbc.co.uk/news/uk-scotland-60770729
[9] https://www.theguardian.com/commentisfree/2022/mar/16/once-again-america-is-in-denial-about-signs-of-a-fresh-covid-wave?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1647432914
[8] https://www.livemint.com/news/india/pm-modi-urges-children-in-12-14-age-group-all-above-60-to-get-covid-jabs-11647409613658.html
[7] https://www.wsj.com/articles/ivermectin-didnt-reduce-covid-19-hospitalizations-in-largest-trial-to-date-11647601200

Top URLs in Tweet in G1:
[5] https://timesofindia.indiatimes.com/india/indias-covid-vaccination-drive-science-driven-people-powered-pm-narendra-modi/articleshow/90255037.cms
[5] https://www.nytimes.com/live/2022/03/18/world/covid-19-mandates-cases-vaccine/people-shrug-over-flu-will-they-soon-be-shrugging-about-covid?partner=IFTTT
[4] https://www.livemint.com/news/india/pm-modi-urges-children-in-12-14-age-group-all-above-60-to-get-covid-jabs-11647409613658.html
[3] https://www.northwestmoinfo.com/local-news/move-to-debate-ban-on-covid-vaccine-mandates-fails-in-iowa-house/
[3] https://www.poandpo.com/
[3] https://www.wsj.com/articles/ivermectin-didnt-reduce-covid-19-hospitalizations-in-largest-trial-to-date-11647601200
[3] https://twinybots.ch/
[3] https://finance.yahoo.com/news/iot-professional-services-market-growth-111400565.html
[2] https://www.washingtonpost.com/politics/2022/03/15/second-gentleman-doug-emhoff-tests-positive-covid/
[2] https://www.theguardian.com/commentisfree/2022/mar/16/once-again-america-is-in-denial-about-signs-of-a-fresh-covid-wave

Top URLs in Tweet in G2:
[9] https://www.theguardian.com/commentisfree/2022/mar/16/once-again-america-is-in-denial-about-signs-of-a-fresh-covid-wave?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1647432914
[5] https://www.theguardian.com/commentisfree/2022/mar/16/once-again-america-is-in-denial-about-signs-of-a-fresh-covid-wave
[3] https://www.theguardian.com/politics/live/2022/mar/17/nazanin-zaghari-ratcliffe-boris-johnson-covid-uk-politics-latest-news-live?CMP=twt_gu&utm_source=Twitter&utm_medium#Echobox=1647519142
[2] https://www.goodmorningamerica.com/
[2] https://www.whitehouse.gov/briefing-room/statements-releases/2022/03/17/statement-by-president-joe-biden-on-the-white-house-covid-19-response-coordinator/
[2] https://docs.google.com/document/d/e/2PACX-1vQzTb4VonukMcpqnQgQ-RXBV56IrSsxnuk1lKQ2dAjx57BbJfuCY0a1kMf-N4lsW1EEtoVC4Rw65hHB/pub
[2] https://docs.google.com/document/d/e/2PACX-1vTwBsQJ0SpUeiqBMzwt4IDN0Qs2DuI6AHBFLGtgX2b5Gl4UUda3_WSn_RT6XaC6vU533MJWiyT-HCMo/pub
[2] https://docs.google.com/document/d/e/2PACX-1vQmojTbwaxraOD_1M6zeQIjInOBGtkjEmgPsgeY646yFLqkIFp-XMCsJ1bls6k0g4jGxGDwfsxcHpJi/pub
[2] https://www.reuters.com/world/asia-pacific/hong-kong-leader-review-covid-restrictions-coming-days-2022-03-17/?taid=6232d0bf91bc6a00016f9ced&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/business/autos-transportation/exclusive-tesla-stops-work-shanghai-factory-two-days-amid-china-covid-curbs-2022-03-16/?taid=623191fa91bc6a00016f581c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G3:
[2] https://covid.cdc.gov/covid-data-tracker/#variant-proportions
[2] https://www.foxnews.com/opinion/covid-loneliness-crisis-fight-dr-nicole-saphier
[2] https://news.yahoo.com/is-europes-new-covid-surge-coming-to-america-next-090058064.html
[2] https://yahoo.trib.al/y5SuwRq
[1] https://www.whitehouse.gov/briefing-room/statements-releases/2022/03/17/fact-sheet-biden-administration-launches-effort-to-improve-ventilation-and-reduce-the-spread-of-covid-19-in-buildings/
[1] https://www.npr.org/2022/03/15/1086653838/the-white-house-says-its-running-out-of-money-to-cover-covid-tests-and-vaccines
[1] https://www.bloomberg.com/news/articles/2022-03-15/white-house-says-covid-treatments-to-run-out-without-new-funding
[1] https://publichealth.jhu.edu/2022/covid-and-the-heart-it-spares-no-one
[1] https://twitter.com/xeni/status/1504266983742738433
[1] https://news.sky.com/story/covid-19-dozens-of-people-in-uk-have-had-coronavirus-four-times-and-thousands-have-been-infected-three-times-official-figures-show-12568682

Top URLs in Tweet in G4:
[6] https://lecourrierdesstrateges.fr/2022/03/16/les-vaccins-contre-covid-modifient-ladn-humain-et-ce-nest-plus-vraiment-une-hypothese/
[2] https://www.sciencesetavenir.fr/sante/cerveau-et-psy/covid-19-quels-sont-a-ce-jour-les-impacts-neurologiques-du-virus_160536
[2] https://www.leparisien.fr/societe/covid-19-la-cedh-condamne-la-suisse-pour-des-mesures-restreignant-les-libertes-15-03-2022-PCITGITYYRHVDLKH6XYULU2OMA.php#xtor=AD-1481423553
[2] https://lecourrierdesstrateges.fr/2022/03/17/le-fonds-europeen-dedie-a-la-gestion-du-covid-est-reoriente-vers-laide-aux-refugies-ukrainiens/
[2] https://cogiito.com/a-la-une/des-enfants-en-chine-developpent-une-leucemie-apres-avoir-recu-des-injections-covid/
[1] https://www.boursorama.com/actualite-economique/actualites/pfizer-demande-aux-etats-unis-d-autoriser-une-deuxieme-dose-de-rappel-contre-le-covid-19-d0e86f43b3ee36cbb0dfd7f31cce81c4
[1] https://odysee.com/@HumanitysVault:a/Covid-vaccine-horrible-side-effects-MEGA-compilation:e
[1] https://twitter.com/20Minutes/status/1504409032852922370
[1] https://www.lapresse.ca/covid-19/2022-03-17/deux-ans-de-pandemie/comment-les-quebecois-ont-change.php
[1] https://ec.europa.eu/info/law/better-regulation/have-your-say/initiatives/13375-Prolongation-du-reglement-sur-le-certificat-COVID-numerique-de-l%E2%80%99UE_fr

Top URLs in Tweet in G5:
[1] https://qrcode.skynews.com/skynews/home
[1] https://covid19ireland-geohive.hub.arcgis.com/pages/hospitals-icu--testing
[1] https://twitter.com/parentsutdie/status/1504038152205393920

Top URLs in Tweet in G6:
[1] https://twitter.com/i_am_joli_anne/status/1504767204604223494
[1] https://www.cdc.gov/vaccines/covid-19/eua/
[1] https://twitter.com/Willard1951/status/1504429177168183299

Top URLs in Tweet in G7:
[2] https://www.grandprix.com.au/fan-zone/news/vettel-to-be-replaced-by-hulkenberg-for-bahrain-grand-prix-after-positive-covid-test?&utm_source=twitter&utm_medium=post&utm_campaign=gp22&utm_content=news-article
[1] https://www.autosport.com/f1/news/leclerc-positive-covid-tests-show-f1-needs-to-stay-cautious/9073303/

Top URLs in Tweet in G8:
[3] https://www.tiktok.com/@vtvcanal.8/video/7075719933614624006?_d=secCgYIASAHKAESPgo8LAzqOtkfWd7qfEzSn8MGI6JldfhII2h2aTca1kVtEZuCGmfent0Ga7N%2BnjidPlfnVUka3pVLjuCI6jUeGgA%3D&_r=1&language=es&preview_pb=0&sec_user_id=MS4wLjABAAAAYpDZbKgCycCm6s4f49hhPVkGoFkRK-8H__bHkaJY_nrADI_aU7ZR1DerqPVXwFRR&share_app_id=1233&share_item_id=7075719933614624006&share_link_id=b98bd908-d589-41e3-9447-08feff9575b6&source=h5_m×tamp=1647444427&u_code=dik5c2clekc65l&ugbiz_name=Main&user_id=6966221087181210629&utm_campaign=client_share&utm_medium=android&utm_source=copy
[2] https://www.vtv.gob.ve/oms-alerta-paises-permancer-vigilantes-rebrotes-covid-19/
[2] https://bit.ly/3u4QDmQ
[2] http://rnv.gob.ve/maduro-venezue
[1] https://twitter.com/i/broadcasts/1mrGmaegqkkGy
[1] https://www.youtube.com/watch?v=X_LTNhMpRWc&feature=youtu.be

[1] https://www.youtube.com/watch?v=hxKeqOu10Y8&feature=youtu.be

[1] https://www.vtv.gob.ve/dia-731-lucha-contra-covid-venezuela-16032022/
[1] https://twitter.com/AndreGomezMa/status/1504409985316491270
[1] https://twitter.com/NicolasMaduro/status/1503911132649689091

Top URLs in Tweet in G10:
[1] https://www.ndtv.com/world-news/israel-records-new-coronavirus-variant-2826778
[1] https://www.thetimes.co.uk/article/pfizers-mr-big-my-2-billion-gamble-to-beat-covid-gdfgm2qch?utm_source=twitter&utm_campaign=pfizer&utm_medium=branded_social
[1] https://twitter.com/HEMENDRABISHT3/status/1504278025265094663
[1] https://twitter.com/SandhuTaranjitS/status/1504252431294734346
[1] https://twitter.com/scotgov/status/1503753618612232197
[1] https://twitter.com/pressjournal/status/1503740791453270016
[1] https://timesofindia.indiatimes.com/entertainment/hindi/bollywood/news/sushant-singh-rajput-had-invented-a-corona-app-to-detect-covid-19/articleshow/77695080.cms

Top Domains
Top Domains in Tweet in Entire Graph:
[349] twitter.com
[103] co.uk
[47] blogspot.com
[45] theguardian.com
[37] daum.net
[35] trib.al
[35] youtube.com
[34] soompi.com
[29] com.br
[29] nytimes.com

Top Domains in Tweet in G1:
[125] twitter.com
[32] co.uk
[15] com.br
[12] nytimes.com
[9] indiatimes.com
[8] washingtonpost.com
[7] theguardian.com
[7] facebook.com
[6] yahoo.com
[6] theatlantic.com

Top Domains in Tweet in G2:
[19] theguardian.com
[11] twitter.com
[9] reuters.com
[8] trib.al
[6] google.com
[4] nytimes.com
[4] apnews.com
[3] whitehouse.gov
[2] goodmorningamerica.com
[2] who.int

Top Domains in Tweet in G3:
[5] cdc.gov
[3] yahoo.com
[3] trib.al
[2] foxnews.com
[1] whitehouse.gov
[1] npr.org
[1] bloomberg.com
[1] jhu.edu
[1] twitter.com
[1] sky.com

Top Domains in Tweet in G4:
[9] lecourrierdesstrateges.fr
[3] cogiito.com
[2] sciencesetavenir.fr
[2] leparisien.fr
[2] twitter.com
[1] boursorama.com
[1] odysee.com
[1] lapresse.ca
[1] europa.eu
[1] jamanetwork.com

Top Domains in Tweet in G5:
[1] skynews.com
[1] arcgis.com
[1] twitter.com

Top Domains in Tweet in G6:
[2] twitter.com
[1] cdc.gov

Top Domains in Tweet in G7:
[2] com.au
[1] autosport.com

Top Domains in Tweet in G8:
[5] gob.ve
[3] twitter.com
[3] tiktok.com
[2] youtube.com
[2] bit.ly

Top Domains in Tweet in G10:
[4] twitter.com
[1] ndtv.com
[1] co.uk
[1] indiatimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[301] covid
[236] covid19
[120] covid_19
[53] chaeunwoo
[44] bahraingp
[42] coronavirus
[33] longcovid
[33] covidー19
[31] โควิด19
[29] mckinsey



Top Hashtags in Tweet in G1:
[44] covid
[33] covid19
[10] news
[10] pakistanday
[10] pakistandayparade
[10] kashmiragainstterror
[10] 3/23/2022 12:00:00 AM
[8] coronavirus
[8] covid_19
[7] longcovid

Top Hashtags in Tweet in G2:
[13] covid19
[5] tonyfauci
[4] covid
[3] breaking
[2] evidence
[1] roadtotourismrecovery
[1] wedotourism
[1] publichealth
[1] evipnet
[1] guidelines

Top Hashtags in Tweet in G3:
[9] covid19
[4] ba2
[3] realtimecovid19
[2] variants
[1] covidisairborne
[1] getboosted
[1] teamcno
[1] covid

Top Hashtags in Tweet in G4:
[23] mckinsey
[5] covid_19
[3] covid
[1] passvaccinal
[1] effetsecondaires
[1] newnormal
[1] dépopulation
[1] uk

Top Hashtags in Tweet in G5:
[6] nazaninisfree
[4] covid
[3] stpatricksday
[2] ireland
[2] masks
[2] contacttracing
[2] pcrsforall
[1] torybritain
[1] fbpe
[1] followbackfriday

Top Hashtags in Tweet in G7:
[35] bahraingp
[9] f1
[2] rtbfsport
[2] vettel
[2] covid
[2] bahreingp
[1] telemetricof1
[1] amus
[1] sebastianvettel
[1] formula1

Top Hashtags in Tweet in G8:
[24] 3/16/2022 12:00:00 AM
[19] prevención
[16] trujillo
[10] 3/15/2022 12:00:00 AM
[9] lealesalarevolución
[9] cartasparaalexsaab
[9] freealexsaab
[5] envideo
[4] rostrosproductivos
[4] 3/18/2022 12:00:00 AM

Top Hashtags in Tweet in G9:
[2] getwellsoonchangbin
[1] waitingforstraykid8

Top Hashtags in Tweet in G10:
[3] jkfightscorona
[2] israel
[2] covid
[2] health
[2] japan
[2] earthquake
[2] fukushima
[2] england
[2] covid_19
[2] coronavirus

Top Words
Top Words in Tweet in Entire Graph:
[8119] covid
[2049] 19
[523] people
[438] cases
[404] more
[360] positive
[340] deaths
[332] over
[305] #covid
[299] long

Top Words in Tweet in G1:
[1136] covid
[327] 19
[60] cases
[51] people
[45] more
[45] one
[44] #covid
[43] over
[39] vaccine
[36] time

Top Words in Tweet in G2:
[130] covid
[35] 19
[23] potus
[22] ashishkjha
[19] health
[19] biden
[19] ap
[18] gregggonsalves
[18] public
[16] wave

Top Words in Tweet in G3:
[150] deaths
[135] covid
[81] cdcgov
[79] week
[74] 000
[73] 30
[73] nbsaphiermd
[72] removed
[72] total
[72] dashboard

Top Words in Tweet in G4:
[108] covid
[50] f_philippot
[47] contre
[38] ont
[33] macron
[33] elianecarrier
[30] guerre
[29] était
[28] maintenant
[27] avant

Top Words in Tweet in G5:
[148] covid
[31] danielgoyal
[31] cases
[27] uk
[24] over
[20] people
[20] more
[19] please
[17] thought
[17] time

Top Words in Tweet in G6:
[5] covid
[4] parents
[4] great
[4] think
[3] believe
[2] still
[2] letting
[2] kids
[2] vaxxed
[2] reset

Top Words in Tweet in G7:
[94] covid
[90] vettel
[86] sebastian
[81] 19
[80] positive
[78] tested
[54] bahrain
[53] nico
[52] hulkenberg
[50] breaking

Top Words in Tweet in G8:
[92] covid
[80] 19
[44] nicolasmaduro
[26] venezuela
[24] contra
[24] #16mar
[21] vtvcanal8
[19] medidas
[19] #prevención
[18] cuarentena

Top Words in Tweet in G9:
[95] covid
[86] changbin
[43] bbl
[38] dont
[38] worry
[38] name
[38] pain
[38] upset
[38] happened
[37] seungm1ne

Top Words in Tweet in G10:
[54] covid
[35] india
[25] narendramodi
[22] vaccines
[17] 19
[13] today
[13] under
[12] pmoindia
[12] over
[11] vaccine

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1966] covid,19
[275] positive,covid
[222] covid,cases
[196] long,covid
[187] tested,positive
[138] covid,deaths
[129] contra,covid
[103] positivo,covid
[103] sebastian,vettel
[99] during,covid

Top Word Pairs in Tweet in G1:
[320] covid,19
[24] covid,cases
[21] contra,covid
[20] positive,covid
[18] positivo,covid
[16] during,covid
[16] long,covid
[13] covid,vaccine
[12] changbin,covid
[11] 19,vaccine

Top Word Pairs in Tweet in G2:
[35] covid,19
[13] public,health
[12] white,house
[12] house,covid
[12] once,again
[12] covid,wave
[11] denial,signs
[11] signs,fresh
[11] fresh,covid
[10] st,patrick

Top Word Pairs in Tweet in G3:
[74] week,cdcgov
[74] covid,deaths
[72] cdcgov,removed
[72] removed,total
[72] total,30
[72] 30,000
[72] 000,covid
[72] deaths,dashboard
[72] dashboard,reducing
[72] reducing,pediatric

Top Word Pairs in Tweet in G4:
[27] avant,était
[27] était,covid
[27] covid,maintenant
[27] maintenant,guerre
[27] guerre,méchants
[27] méchants,contre
[27] contre,gentils
[27] gentils,terrible
[27] terrible,manichéisme
[26] f_philippot,avant

Top Word Pairs in Tweet in G5:
[18] covid,cases
[17] covid,19
[16] thought,covid
[16] covid,unit
[16] unit,fuller
[16] fuller,peak
[16] peak,omicron
[16] omicron,ba1
[16] ba1,covid
[16] covid,over

Top Word Pairs in Tweet in G6:
[2] believe,parents
[2] parents,still
[2] still,letting
[2] letting,kids
[2] kids,vaxxed
[2] vaxxed,great
[2] great,reset
[2] reset,telling
[2] telling,kill
[2] kill,great

Top Word Pairs in Tweet in G7:
[84] sebastian,vettel
[81] covid,19
[79] positive,covid
[75] vettel,tested
[75] tested,positive
[50] nico,hulkenberg
[42] breaking,astonmartinf1's
[42] astonmartinf1's,sebastian
[42] 19,replaced
[42] replaced,nico

Top Word Pairs in Tweet in G8:
[79] covid,19
[22] contra,covid
[16] #16mar,buenos
[16] buenos,días
[16] días,#trujillo
[16] #trujillo,tierra
[16] tierra,santos
[16] santos,sabios
[16] sabios,centinelas
[16] centinelas,czgnb_trujillo

Top Word Pairs in Tweet in G9:
[38] changbin,bbl
[38] bbl,dont
[38] dont,worry
[38] worry,covid
[38] covid,name
[38] name,pain
[38] pain,upset
[38] upset,happened
[37] seungm1ne,changbin
[37] happened,fir

Top Word Pairs in Tweet in G10:
[17] covid,19
[11] today,india
[9] narendramodi,today
[8] crore,doses
[7] 19,pandemic
[7] india,many
[7] many,made
[7] made,india
[7] india,vaccines
[7] vaccines,granted

Top Replied-To
Top Replied-To in Entire Graph:
@loscharlos
@senronjohnson
@elianecarrier
@thehill
@cartabellotta
@danielsgoldman
@gab_h_r
@jeremyvineon5
@elchiringuitotv
@snohrap

Top Replied-To in G2:
@ashishkjha
@potus
@gma
@fox59
@reuters
@embajadaeeuucl
@squawkcnbc
@megtirrell
@origincanada
@whitehouse

Top Replied-To in G3:
@urshbat
@tony52732268
@gmb
@cpiasentini
@doctor_oxford
@cdcgov
@littledarkhorse
@shadow_zig
@woodrowdrobert
@gaviscon79

Top Replied-To in G4:
@elianecarrier
@jodry1
@alphanumrique2
@chriscottonstat
@bfmtv

Top Replied-To in G5:
@leannewood
@monkemma
@agw1437
@dianawilliams61
@danielgoyal
@infraredeyes

Top Replied-To in G6:
@i_am_joli_anne
@heartattackvax
@hammersmith84

Top Replied-To in G7:
@julien_febreau

Top Replied-To in G8:
@nicolasmaduro
@hispanadeseguro
@vtvcanal8

Top Replied-To in G9:
@stray_kids
@fairyboylix

Top Replied-To in G10:
@thetimes
@pmoindia
@dgcaindia

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@cdcgov
@nbsaphiermd
@noliewithbtc
@astonmartinf1
@nessmayonessa
@f_philippot
@elykreimendahl
@f1
@nicolasmaduro

Top Mentioned in G1:
@tokencovid1
@jmanavadar
@astrojyotivats
@peterstwit77
@marxistajohan
@claux58032843
@_josebuitrago
@grantltaylor
@arenasportstalk
@children044

Top Mentioned in G2:
@potus
@ashishkjha
@ap
@gregggonsalves
@guardian
@who
@erictopol
@cbsmornings
@whcos
@cdcdirector

Top Mentioned in G3:
@cdcgov
@nbsaphiermd
@drericding
@devisridhar
@trishgreenhalgh
@timspector
@chrischirp
@repchiproy
@rowanneeeles
@henryrodgersdc

Top Mentioned in G4:
@f_philippot
@elianecarrier
@verity_france
@annaberu
@cstrateges
@martinblachier
@sgeg82
@cst
@lmucchielli
@aragon_jb

Top Mentioned in G5:
@danielgoyal
@eyeswideopen69
@leannewood
@kit_yates_maths
@jujuliagrace
@bmay
@rosmcm
@raffaelebrancat
@skynewsbreak
@educationgovuk

Top Mentioned in G6:
@monstercoyliar
@mcfunny
@andrewlazarus4
@provaxtexan
@volpiranyas
@skepticalmutant
@doritmi
@dodi_rains
@tonybaduy
@takethatct

Top Mentioned in G7:
@astonmartinf1
@f1
@hulkhulkenberg
@chrismedlandf1
@julien_febreau
@sebvettelnews
@formularacers_
@wtf1official
@ausgrandprix
@vignerongaetan

Top Mentioned in G8:
@nicolasmaduro
@vtvcanal8
@czgnb_trujillo
@desurm_22
@mippcivzla
@destacamen22122
@tarekwiliamsaab
@mamalisvzla
@digesaludfanb
@dayramrivasr

Top Mentioned in G9:
@seungm1ne
@skzlatamproject
@stray_kids
@rachahyuns
@skznewsupdates
@hyuniesprint
@skizforstay

Top Mentioned in G10:
@narendramodi
@pmoindia
@drtomfrieden
@hmoindia
@elonmusk
@ips_nupurprasad
@nicolasturgeon
@thenewindian_in
@mohfw_india
@mansukhmandviya

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@ja8yum
@pulpnews
@jornalistavitor
@contrapuntovzla
@ptjasamarga
@kompascom
@paoloigna1
@berkleybearnews

Top Tweeters in G1:
@pulpnews
@contrapuntovzla
@ptjasamarga
@kompascom
@berkleybearnews
@zyitegadgets
@elpoliticonews
@jacekwierzbicki
@poandpo
@sinembargomx

Top Tweeters in G2:
@jornalistavitor
@inquirerdotnet
@reuters
@guardian
@raisinaseries
@tgbed8v8
@fox59
@ap
@gma
@mcfslaw

Top Tweeters in G3:
@danyellh1
@yahoonews
@luluengl
@rexannakeats
@tedsage1
@fancenox
@chrislancashir3
@csi_lcrhms
@clairecozler
@heidi_cuda

Top Tweeters in G4:
@madrynha2012
@bfmtv
@brunedrot
@canaloblik
@lanissarda
@elianecarrier
@william85837998
@daniesteimer
@n0passaran
@odile_bouyon

Top Tweeters in G5:
@catherinemginn
@markrowantree
@vaw511
@hacketttom
@ellih53
@catethetwaate
@citzgirl
@solutionprovida
@annemichie5
@annawatton

Top Tweeters in G6:
@nvania
@doritmi
@scepticalaussie
@_mamadeb
@monstercoyliar
@takethatct
@kath2cats
@mcfunny
@frankdelia7
@nockit1

Top Tweeters in G7:
@mabo997
@thebossgent
@satoyono
@dogpawdk
@_idzham_
@javierg14823764
@strohry_laury
@autosport
@ricovmader
@f1

Top Tweeters in G8:
@elnacionalweb
@la_patilla
@vtvcanal8
@elpitazotv
@rnvinformativa
@mippcivzla
@elisaneris1571
@ivism20
@jhon11silva
@nicolasmaduro

Top Tweeters in G9:
@hotteststayonce
@richel_3c
@supooty
@skzsblueprint
@yjifilms
@ddlovato_jenii
@ochianea
@inspirityeoll
@myvoiceangel
@stayribangsoo

Top Tweeters in G10:
@justice78602373
@khushi4justice
@dmellieon
@mariasammutmasc
@rolynhome
@carmosteph
@thetimes
@bane_baldy
@kritika4sushant
@ims26780583


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