COVID, Twitter, 5/16/2021 3:19:00 PM, 254879


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COVID_2021-05-16_00-44-37.xlsx
COVID_2021-05-16_00-44-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 16, 2021
Short Description:
COVID via NodeXL https://bit.ly/3hI0JWj
@pmoindia
@srinivasiyc
@drharshvardhan
@narendramodi
@who
@sonusood
@iyer_rn
@danishk39739722
@shaswat90840658
@tvmohandaspai

Top hashtags:
#covid
#covid19
#covid_19
#โมเดอร์น่า
#standwithisrael
#covid19india
#coronavirus

Description:
Description
The graph represents a network of 12,232 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 Sunday, 16 May 2021 at 08:00 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, 0-minute period from Wednesday, 12 May 2021 at 12:21 UTC to Friday, 14 May 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 : 12232
Unique Edges : 7283
Edges With Duplicates : 12021
Total Edges : 19304
Number of Edge Types : 5
Replies to : 843
Mentions : 2876
Retweet : 5485
MentionsInRetweet : 6545
Tweet : 3555
Self-Loops : 3584
Reciprocated Vertex Pair Ratio : 0.00525040387722132
Reciprocated Edge Ratio : 0.0104459622338288
Connected Components : 3603
Single-Vertex Connected Components : 957
Maximum Vertices in a Connected Component : 2258
Maximum Edges in a Connected Component : 4619
Maximum Geodesic Distance (Diameter) : 22
Average Geodesic Distance : 7.990336
Graph Density : 6.6546535331772E-05
Modularity : 0.584194
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 12,232 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 Sunday, 16 May 2021 at 08:00 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, 0-minute period from Wednesday, 12 May 2021 at 12:21 UTC to Friday, 14 May 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:
[46] https://www.khaosod.co.th/covid-19/news_6398758
[46] https://www.walgreens.com/findcare/vaccination/covid-19
[35] https://www.nationalreview.com/2021/05/rebekah-jones-the-covid-whistleblower-who-wasnt/
[17] https://nypost.com/2021/05/13/ron-desantis-to-pardon-anyone-charged-for-defying-covid-rules/?utm_campaign=SocialFlow&utm_source=NYPTwitter&utm_medium=SocialFlow
[11] https://theprint.in/india/rss-worker-modi-followed-on-twitter-dies-of-covid-pm-didnt-help-despite-plea-family-cries/656948/
[9] https://www.ndtv.com/india-news/covid-19-not-just-vaccines-oxygen-medicines-prime-minister-is-also-missing-rahul-gandhi-2440813
[8] https://www.filmfare.com/news/bollywood/thala-ajith-donates-rs-25-lakhs-for-covid-19-relief-48219.html
[8] https://www.ndtv.com/india-news/coronavirus-goa-oxygen-crisis-more-deaths-at-goas-biggest-covid-hospital-due-to-lack-of-oxygen-2441496
[8] https://thewire.in/humour/jug-suraiya-times-of-india-covid-column
[8] https://ndtv.in/india-news/coronavirus-unnao-doctors-resign-over-countless-covid-review-meetings-saying-being-made-scapegoats-2440963

Top URLs in Tweet in G1:
[46] https://www.walgreens.com/findcare/vaccination/covid-19
[7] https://lavozdemipueblo.com/aspirina-en-el-covid-19-roll-preventivo/
[3] https://www.usatoday.com/story/news/health/2021/05/12/covid-pfizer-vaccine-variant-deaths-hesitancy-cases/5046377001/?utm_campaign=snd-autopilot
[3] https://theprint.in/india/rss-worker-modi-followed-on-twitter-dies-of-covid-pm-didnt-help-despite-plea-family-cries/656948/
[3] https://news.sky.com/story/covid-19-portugal-to-allow-uk-travellers-with-negative-pcr-coronavirus-test-from-monday-12306232
[2] https://laverdadnoticias.com/mundo/Anticuerpos-contra-el-COVID-19-permanecen-ocho-meses-en-la-sangre--20210512-0020.html
[2] https://twitter.com/qofficiel/status/1392548604490002436
[2] https://www.nationalreview.com/2021/05/rebekah-jones-the-covid-whistleblower-who-wasnt/
[2] https://agenciasertao.com/2021/05/13/guanambi-registra-71o-obito-por-complicacoes-da-covid-19/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.instagram.com/accounts/login/

Top URLs in Tweet in G2:
[3] https://www.aajtak.in/india/news/video/black-fungus-in-covid-patients-know-how-to-prevent-it-mucormycosis-1254274-2021-05-13
[3] https://m.timesofindia.com/home/education/news/cbse-class-xii-exams-may-be-scrapped-amid-covid-surge/amp_articleshow/82620151.cms
[2] http://toi.in/micron/redirect.html?str=oYadGb6
[2] https://pib.gov.in/PressReleasePage.aspx?PRID=1718630
[2] http://toi.in/micron/redirect.html?str=fwQX3b/a24gk
[2] http://toi.in/micron/redirect.html?str=CENGcY12/a24gk
[2] http://toi.in/micron/redirect.html?str=I0ERdb/a24gk
[2] https://www.aajtak.in/lifestyle/health/video/coronavirus-covid-19-crisis-what-diet-should-we-take-in-covid-here-is-what-yoga-guru-baba-ramdev-says-1253668-2021-05-12
[2] http://toi.in/micron/redirect.html?str=Gwi7ca
[2] https://swarajyamag.com/politics/data-story-did-the-farmers-protest-cause-the-second-wave-of-covid-19-in-india

Top URLs in Tweet in G3:
[7] https://www.ndtv.com/india-news/coronavirus-goa-oxygen-crisis-more-deaths-at-goas-biggest-covid-hospital-due-to-lack-of-oxygen-2441496
[7] https://www.ndtv.com/india-news/covid-19-not-just-vaccines-oxygen-medicines-prime-minister-is-also-missing-rahul-gandhi-2440813
[6] https://www.ndtv.com/india-news/bv-srinivas-youth-congress-chief-questioned-by-delhi-police-over-covid-relief-material-says-wont-stop-work-not-scared-2441645
[3] https://www.ndtv.com/india-news/shallow-graves-bodies-in-river-covid-19-hits-indias-villages-2441754
[2] https://twitter.com/i/broadcasts/1OyKAEpjlReKb
[2] https://www.abc.net.au/news/2021-05-12/china-misinformation-ifj-report-covid-19/100135016
[2] https://www.change.org/IncludeCovid-19TreatmentinArogyasriScheme
[1] https://twitter.com/UtpalBorpujari/status/1392781971776950273
[1] https://theprint.in/india/rss-worker-modi-followed-on-twitter-dies-of-covid-pm-didnt-help-despite-plea-family-cries/656948/
[1] https://www.thequint.com/voices/opinion/shashi-tharoor-india-covid-crisis-govt-mismanagement-hubris-atmanirbharta-ruined-self-respect-foreign-policy#read-more

Top URLs in Tweet in G4:
[3] http://www.findabed.in
[2] https://api.whatsapp.com/send?phone=&text=&source=&data=
[1] https://yourstory.com/2021/05/dr-reddys-launches-sputnikv-vaccine-india/amp
[1] https://twitter.com/GouseShahi/status/1393134900769787909
[1] https://sputnikvaccine.com/newsroom/pressreleases/vaccination-with-sputnik-v-launched-in-india/
[1] https://twitter.com/FightsSma/status/1393148502805385223
[1] https://www.patreon.com/posts/cezaevlerinde-51202770

Top URLs in Tweet in G5:
[7] https://www.opindia.com/2021/05/karnataka-home-minister-basavaraj-bommai-turns-his-residence-into-covid-care-centre/
[3] https://theprint.in/india/rss-worker-modi-followed-on-twitter-dies-of-covid-pm-didnt-help-despite-plea-family-cries/656948/
[3] https://www.bbc.co.uk/news/world-asia-india-57095591
[2] https://www.opindia.com/2021/05/amid-covid-crisis-corpses-found-floating-in-ganga-in-up-and-bihar/
[2] https://www.opindia.com/2021/05/covid-surge-in-rural-punjab-villagers-returning-from-delhi-border-protest-positive-death/
[2] https://swarajyamag.com/insta/munnar-church-retreat-two-more-priests-succumb-to-covid-19-five-others-critical
[2] https://swarajyamag.com/insta/uttarakhand-to-distribute-ivermectin-to-residents-as-preventive-medicine-against-covid-19
[2] https://theprint.in/health/funeral-service-worker-in-bengaluru-buried-covid-bodies-but-died-waiting-for-o2-bed-himself/657708/
[2] https://theprint.in/health/growing-plasma-remdesivir-use-will-help-covid-virus-mutate-become-stronger-ex-icmr-scientist/657017/
[1] https://www.opindia.com/2021/05/eid-gatherings-show-the-futility-of-lockdown-during-covid-19-second-wave/

Top URLs in Tweet in G6:
[4] https://tercalivre.com.br/mpf-envia-a-cpi-da-covid-gastos-de-renan-filho-em-alagoas/
[2] https://tercalivre.com.br/brasil-tem-queda-de-28-na-media-movel-das-mortes-relacionadas-a-covid-19/
[1] https://twitter.com/nypost/status/1392813810055098368
[1] https://www.gazetadopovo.com.br/vozes/alexandre-garcia/depoimento-de-executivo-da-pfizer-na-cpi-da-covid-esclarecedor/?utm_source=facebook&utm_medium=midia-social&utm_campaign=Rodrigo-constantino
[1] https://tercalivre.com.br/anvisa-e-pressionada-pela-imprensa-para-aprovacao-das-vacinas-contra-covid-19-diz-barra-torres-durante-cpi-da-covid/
[1] https://cutt.ly/rbFcKvU
[1] https://cutt.ly/BbKY3WL
[1] https://localizasus.saude.gov.br/
[1] https://www.abc.es/sociedad/abci-panel-expertos-concluye-pandemia-covid-podria-haber-evitado-mejores-alertas-202105121221_noticia_amp.html?__twitter_impression=true

Top URLs in Tweet in G7:
[3] https://www.youtube.com/watch?v=YDpCLQJODUY&feature=youtu.be

[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://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01246-x
[2] https://www.wired.com/story/the-teeny-tiny-scientific-screwup-that-helped-covid-kill/
[2] https://www.youtube.com/watch?v=hRBR-2g-Rdw&feature=youtu.be

[1] https://www.channelnewsasia.com/news/singapore/covid-19-changi-airport-cluster-household-contacts-b1617-variant-14787262
[1] https://bit.ly/3o8qlMZ
[1] https://bit.ly/3vOEz8m
[1] https://cbsn.ws/3w1iwvm
[1] https://twitter.com/curi_torres/status/1390788509112410121

Top URLs in Tweet in G8:
[3] https://www.aninews.in/news/national/general-news/madhya-pradesh-govt-announces-free-education-for-kids-orphaned-due-to-covid-1920210513124352/
[1] https://www.bhaskar.com/local/uttar-pradesh/news/varanasi-coronavirus-pt-rajan-mishra-son-on-narendra-modi-government-after-covid-hospital-named-by-sarkar-128482569.html
[1] https://www.instamojo.com/@altnews
[1] https://theprint.in/india/rss-worker-modi-followed-on-twitter-dies-of-covid-pm-didnt-help-despite-plea-family-cries/656948/
[1] https://www.aljazeera.com/news/2021/5/13/covid-cases-across-india-being-traced-to-weeks-long-kumbh-mela
[1] https://www.aljazeera.com/amp/news/2021/5/13/covid-cases-across-india-being-traced-to-weeks-long-kumbh-mela?__twitter_impression=true

Top URLs in Tweet in G9:
[5] https://thewire.in/humour/jug-suraiya-times-of-india-covid-column
[3] https://www.independent.co.uk/asia/india/india-covid-ganges-net-bodies-b1846776.html?utm_content=Echobox&utm_medium=Social&utm_source=Twitter#Echobox=1620902186
[3] https://www.independent.co.uk/news/uk/politics/boris-johnson-announcement-today-covid-variant-b1847560.html
[3] https://thewire.in/health/why-indias-covid-19-catastrophe-is-indeed-a-crime-against-humanity
[2] https://www.independent.co.uk/life-style/gwyneth-paltrow-goop-covid-bread-b1845625.html
[2] https://twitter.com/jubas133/status/1392226860537372673
[2] https://thewire.in/health/rural-bihar-in-grip-of-covid-19-but-official-data-belies-ground-reality
[2] https://www.independent.co.uk/news/health/covid-nhs-junior-doctors-jobs-b1843757.html
[1] https://www.independent.co.uk/news/health/england-covid-vaccine-rollout-hospitalisations-b1847550.html?utm_content=Echobox&utm_medium=Social&utm_source=Twitter#Echobox=1620994849
[1] https://thewire.in/government/debate-covid-19-vaccines-crisis-governments-humanity

Top URLs in Tweet in G10:
[17] https://nypost.com/2021/05/13/ron-desantis-to-pardon-anyone-charged-for-defying-covid-rules/?utm_campaign=SocialFlow&utm_source=NYPTwitter&utm_medium=SocialFlow
[3] https://www.nytimes.com/interactive/2021/us/covid-cases.html
[2] https://nypost.com/2021/05/13/bill-maher-contracts-covid-despite-being-vaccinated/?utm_campaign=SocialFlow&utm_source=NYPTwitter&utm_medium=SocialFlow
[2] https://nypost.com/2021/05/13/bill-maher-contracts-covid-despite-being-vaccinated/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[1] https://twitter.com/Nidhi/status/1393124619280818180
[1] https://nyti.ms/3hmT3bO
[1] https://trib.al/hJrqD3C
[1] https://nyti.ms/3tJrMTp
[1] https://www.ndtv.com/india-news/coronavirus-goa-oxygen-crisis-more-deaths-at-goas-biggest-covid-hospital-due-to-lack-of-oxygen-2441496
[1] https://m.timesofindia.com/home/education/news/cbse-class-xii-exams-may-be-scrapped-amid-covid-surge/amp_articleshow/82620151.cms

Top Domains
Top Domains in Tweet in Entire Graph:
[319] twitter.com
[103] co.uk
[67] com.br
[51] walgreens.com
[50] co.th
[45] bit.ly
[41] youtube.com
[39] nationalreview.com
[33] theguardian.com
[31] thewire.in

Top Domains in Tweet in G1:
[101] twitter.com
[47] walgreens.com
[18] com.br
[17] co.uk
[11] nytimes.com
[8] theguardian.com
[7] com.ar
[7] lavozdemipueblo.com
[7] wsj.com
[6] msn.com

Top Domains in Tweet in G2:
[14] toi.in
[9] aajtak.in
[9] twitter.com
[5] gov.in
[5] indiatoday.in
[3] timesofindia.com
[2] bit.ly
[2] swarajyamag.com
[2] mygov.in
[2] hindustantimes.com

Top Domains in Tweet in G3:
[23] ndtv.com
[5] twitter.com
[3] net.au
[2] change.org
[1] theprint.in
[1] thequint.com
[1] amarujala.com
[1] business-standard.com
[1] navjivanindia.com
[1] ab.co

Top Domains in Tweet in G4:
[3] findabed.in
[2] whatsapp.com
[2] twitter.com
[1] yourstory.com
[1] sputnikvaccine.com
[1] patreon.com

Top Domains in Tweet in G5:
[23] opindia.com
[10] theprint.in
[5] swarajyamag.com
[3] co.uk
[1] indiatoday.in
[1] youtu.be

Top Domains in Tweet in G6:
[8] com.br
[2] cutt.ly
[1] twitter.com
[1] gov.br
[1] abc.es

Top Domains in Tweet in G7:
[13] youtube.com
[3] twitter.com
[3] wired.com
[2] forbes.com
[2] bit.ly
[2] nature.com
[1] channelnewsasia.com
[1] cbsn.ws
[1] macleans.ca
[1] cbc.ca

Top Domains in Tweet in G8:
[3] aninews.in
[2] aljazeera.com
[1] bhaskar.com
[1] instamojo.com
[1] theprint.in

Top Domains in Tweet in G9:
[22] thewire.in
[15] co.uk
[4] twitter.com
[3] theguardian.com
[1] viglink.com
[1] thisnigeria.com
[1] lci.fr
[1] quebec.ca
[1] scroll.in
[1] indianexpress.com

Top Domains in Tweet in G10:
[21] nypost.com
[6] twitter.com
[3] nytimes.com
[3] bloomberg.com
[2] nyti.ms
[2] theepochtimes.com
[1] trib.al
[1] ndtv.com
[1] timesofindia.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[321] covid
[309] covid19
[88] covid_19
[46] โมเดอร์น่า
[44] standwithisrael
[43] covid19india
[41] coronavirus
[35] india
[32] covid_19mx
[29] uttarpradesh



Top Hashtags in Tweet in G1:
[41] covid19
[32] covid
[9] coronavirus
[8] covid_19
[5] eidmubarak
[5] corona
[4] whatshappeninginmyanmar
[4] may12coup
[4] planetmarathisalaam
[4] staysafe

Top Hashtags in Tweet in G2:
[22] covishieldvaccine
[16] oxygenexpress
[15] covid19
[14] saveboardstudents
[12] covid
[9] unite2fightcorona
[7] upscextraattempt2021
[6] coronavirus
[6] cancelboardexam
[5] indiafightscorona

Top Hashtags in Tweet in G3:
[20] covid
[17] askktr
[15] blood
[10] delhi
[9] plasma
[8] istandwithiyc
[7] sosiyc
[7] verified
[6] bloodmatters
[6] hyderabad

Top Hashtags in Tweet in G4:
[5] india
[4] sputnikv
[4] covid
[3] freefood
[3] covidfoodhelp
[2] oxygenbeds
[2] sos
[2] oxygen
[2] covidhelpguntur
[2] covidhelpvijayawada

Top Hashtags in Tweet in G5:
[5] 50wordedit
[4] positivityunlimited
[2] covid
[1] theprintkarnataka
[1] covishieldvaccine
[1] india
[1] covid19
[1] theprinthealth

Top Hashtags in Tweet in G7:
[12] covid19
[2] b1617
[2] flunet
[2] percafrica
[1] maskup
[1] flu
[1] india
[1] pandemic
[1] canada
[1] ontariolockdown

Top Hashtags in Tweet in G8:
[24] uttarpradesh
[24] covid19india
[4] covid19
[3] sagar
[3] blood
[3] patna
[2] covidpandemic
[2] covid
[2] india
[1] bloodmatters

Top Hashtags in Tweet in G9:
[5] covid
[3] india
[3] delhi
[2] testcovid
[2] pcr
[2] covid19
[2] latoken
[2] nigerians
[1] giveaway
[1] thrarusbaik

Top Hashtags in Tweet in G10:
[5] covid19
[3] cancel12thboardexam2021
[3] cbseexams
[3] 12thboardexamstobecancelled
[2] saveboardstudents
[2] jantamangejawaab
[2] 中共病毒
[2] vulturejournalists
[1] covid
[1] indianeedfmg

Top Words
Top Words in Tweet in Entire Graph:
[7833] covid
[2712] 19
[1016] क
[635] र
[614] people
[574] vaccine
[542] म
[539] india
[528] ह
[515] स

Top Words in Tweet in G1:
[828] covid
[357] 19
[92] walgreens
[88] san
[86] antonio
[73] 2021
[65] 12
[57] people
[57] vaccine
[56] क

Top Words in Tweet in G2:
[271] covid
[152] क
[104] र
[103] 19
[93] न
[88] स
[86] त
[79] ह
[73] म
[57] weeks

Top Words in Tweet in G3:
[166] covid
[54] hospital
[50] srinivasiyc
[42] patient
[39] क
[37] plasma
[33] congress
[32] need
[31] ktrtrs
[29] blood

Top Words in Tweet in G4:
[66] covid
[23] hospital
[21] patient
[20] name
[18] mythriofficial
[18] 19
[15] number
[15] oxygen
[15] geethaarts
[15] guntur

Top Words in Tweet in G5:
[104] covid
[45] opindia_com
[33] oxygen
[31] mt
[28] 19
[27] active
[26] cases
[22] द
[22] क
[21] crisis

Top Words in Tweet in G6:
[112] covid
[72] em
[60] vacinas
[60] contra
[57] jairbolsonaro
[50] brasil
[49] mais
[49] mundo
[47] países
[47] distribuem

Top Words in Tweet in G7:
[48] covid
[21] 19
[13] youtube
[12] #covid19
[10] drericding
[10] wired
[9] क
[9] व
[8] torres
[8] dfisman

Top Words in Tweet in G8:
[112] covid
[63] र
[60] ह
[58] क
[44] त
[43] म
[35] स
[33] ग
[32] द
[31] ल

Top Words in Tweet in G9:
[58] covid
[30] thewire_in
[26] 19
[23] borisjohnson
[20] india
[19] patients
[19] cares
[19] govt
[17] waiting
[17] lists

Top Words in Tweet in G10:
[86] covid
[23] 19
[20] nypost
[19] gov
[17] florida
[17] ron
[17] desantis
[17] pardon
[17] anyone
[17] charged

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2624] covid,19
[270] contra,covid
[174] cpi,covid
[167] 19,vaccine
[110] due,covid
[109] covid,care
[98] covid,relief
[97] covid,vaccine
[92] against,covid
[91] bill,maher

Top Word Pairs in Tweet in G1:
[346] covid,19
[86] san,antonio
[46] 05,2021
[46] 12,05
[45] available,appointments
[45] appointments,detected
[45] detected,provider
[45] provider,walgreens
[45] walgreens,location
[45] location,walgreens

Top Word Pairs in Tweet in G2:
[96] covid,19
[28] 12,16
[28] 16,weeks
[23] gap,between
[22] between,doses
[22] doses,#covishieldvaccine
[22] #covishieldvaccine,increased
[22] increased,12
[22] weeks,weeks
[22] weeks,currently

Top Word Pairs in Tweet in G3:
[25] youth,congress
[20] covid,19
[19] plasma,covid
[15] need,#blood
[15] #blood,type
[15] blood,component
[13] type,positive
[12] covid,recovery
[11] component,plasma
[11] recovery,patient

Top Word Pairs in Tweet in G4:
[18] covid,19
[12] trendsalluarjun,alluarjunhcf
[11] black,fungus
[11] fungus,covid
[10] blood,group
[10] group,ve
[10] oxygen,icu
[10] icu,beds
[10] beds,available
[10] available,guntur

Top Word Pairs in Tweet in G5:
[28] covid,19
[18] oxygen,demand
[18] goes,700
[18] 700,mt
[13] mt,75k
[13] 75k,active
[13] active,covid
[13] covid,cases
[13] cases,582
[13] 582,mt

Top Word Pairs in Tweet in G6:
[59] vacinas,contra
[59] contra,covid
[47] brasil,países
[47] países,mais
[47] mais,distribuem
[47] distribuem,vacinas
[47] covid,em
[47] em,mundo
[47] mundo,são
[47] são,82

Top Word Pairs in Tweet in G7:
[20] covid,19
[6] ny,yankees
[6] yankees,announced
[6] announced,8th
[6] 8th,member
[6] member,shortstop
[6] shortstop,gleyber
[6] gleyber,torres
[6] torres,positive
[6] positive,#covid19

Top Word Pairs in Tweet in G8:
[24] covid,data
[24] data,#uttarpradesh
[24] #uttarpradesh,#covid19india
[23] satishacharya,covid
[21] ह,ग
[19] covid,19
[16] द,र
[13] र,क
[13] क,द
[13] during,covid

Top Word Pairs in Tweet in G9:
[22] covid,19
[17] waiting,lists
[15] put,context
[15] context,borisjohnson
[15] borisjohnson,govt
[15] govt,cares
[15] cares,little
[15] little,million
[15] million,patients
[15] patients,waiting

Top Word Pairs in Tweet in G10:
[23] covid,19
[17] florida,gov
[17] gov,ron
[17] ron,desantis
[17] desantis,pardon
[17] pardon,anyone
[17] anyone,charged
[17] charged,defying
[17] defying,covid
[17] covid,rules

Top Replied-To
Top Replied-To in Entire Graph:
@ktrtrs
@pmoindia
@narendramodi
@rahulgandhi
@drericding
@indiatoday
@faheemyounus
@npr
@amitmalviya
@priyankagandhi

Top Replied-To in G2:
@pmoindia
@narendramodi
@amitmalviya
@drdineshbjp
@indiatoday
@dna
@mygovindia
@tarak9999
@myogiadityanath
@anurag_office

Top Replied-To in G3:
@ktrtrs
@vikramchandra
@indiatoday
@saipisipati
@sumitkh90549819
@plasmancr
@ab1327
@sailorrooscout
@dayasagar95
@_pallavighosh

Top Replied-To in G4:
@hidderkaran
@actor_nikhil
@hanumavihari

Top Replied-To in G5:
@shekhargupta

Top Replied-To in G6:
@jairbolsonaro
@rodolfoprado

Top Replied-To in G7:
@drericding
@mackayim
@cpita3
@guptamm1976
@shaere10
@who

Top Replied-To in G8:
@ani
@rohini_sgh
@satishacharya
@hansrajmeena

Top Replied-To in G9:
@arusbaik_id
@keir_starmer
@jimmy31922581
@thewire_in

Top Replied-To in G10:
@nigvivek
@reallyswara
@whcos
@zeenews
@nytimes
@smitaprakash

Top Mentioned
Top Mentioned in Entire Graph:
@meghupdates
@jairbolsonaro
@srinivasiyc
@pmoindia
@narendramodi
@joe_black317
@opindia_com
@askanshul
@amubeen_path
@processic

Top Mentioned in G1:
@assembleaer
@gurjinderdhil17
@chrlttrei
@turbotimbers
@varshaabansal
@attilabukor
@1mauriliojunior
@huwsayer
@itapiranews

Top Mentioned in G2:
@pmoindia
@narendramodi
@drharshvardhan
@mohfw_india
@myogiadityanath
@sonusood
@upgovt
@shehzad_ind
@indiatoday
@piyushgoyal

Top Mentioned in G3:
@srinivasiyc
@ndtv
@blooddonorsin
@ktrtrs
@iyc
@bjp4india
@teamsosindia
@sachinpilot
@gauravpandhi
@covidplasmain

Top Mentioned in G4:
@mythriofficial
@geethaarts
@hanumavihari
@trendsalluarjun
@alluarjunhcf
@srktweetdiary
@sunnysanketh78
@rrrmovie
@sputnikvaccine
@arogyaandhra

Top Mentioned in G5:
@opindia_com
@shekhargupta
@swarajyamag
@theprintindia
@khanthefatima
@npday
@thakkar_sameet
@awhadspeaks
@kreatelyosint
@rajeshpadmar

Top Mentioned in G6:
@jairbolsonaro
@rconstantino
@tercalivre
@metropoles
@govbr
@onyxlorenzoni
@sampancher
@lucianaacbarros
@claudeluca_

Top Mentioned in G7:
@who
@youtube
@dfisman
@drericding
@doctormacias
@linseymarr
@wired
@patriciatreble
@macleans
@realtimers

Top Mentioned in G8:
@satishacharya
@ani
@vinodkapri
@rohini_sgh
@friendsofrss
@nher_who
@zoo_bear
@zafaraafaq
@manav_ss_gupta
@theparvati

Top Mentioned in G9:
@thewire_in
@borisjohnson
@doctor_oxford
@independent
@jugsuraiyatoi
@thesun
@cdube_sante
@keir_starmer
@paulwaugh
@goodlawproject

Top Mentioned in G10:
@nypost
@pti_news
@nytimes
@bdutt
@smitaprakash
@drash_mahendra
@themojostory
@suhasinih
@business
@sanatanwomen

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@ja8yum
@zazoomblog
@jornalistavitor
@el_cooperante
@belizean_bz
@easy_branches
@detikcom
@zyiteblog

Top Tweeters in G1:
@la_patilla
@zazoomblog
@jornalistavitor
@el_cooperante
@unoticias
@ia_regnum
@eldiario
@lucas_wyrsch
@caracolradio
@jimpolk

Top Tweeters in G2:
@httweets
@indiatoday
@railminindia
@timesofindia
@incobaid
@gops33
@aajtak
@ranganaathan
@sootradhar
@thequint

Top Tweeters in G3:
@ndtv
@1stindianews
@zeerajasthan_
@jaijaicongress
@mersal07
@news18india
@cownpuriya
@abcnews
@blooddonorsin
@elister_social

Top Tweeters in G4:
@dimwittedjoker
@itsme4u7
@srktweetdiary
@hyderabadiiiiii
@yourstoryco
@ursyathi
@balajit328
@baraju_superhit
@madhubabu1508
@chinmayi

Top Tweeters in G5:
@56perumal
@sudhirputhran
@nistula
@alok_bhatt
@dillidurast
@phindu1947
@thakkar_sameet
@soumya51747008
@asterixdegaulle
@drprakashdjadha

Top Tweeters in G6:
@marcelodemarco2
@claudeluca_
@jeaoviana
@leandro97312823
@metropoles
@bizio41
@alcidessj
@campelonilton
@marcoocramalan
@sandroavi

Top Tweeters in G7:
@jorichardskent
@now_justice
@ptiofficial
@paulaannev
@lifesafeast
@wef
@mackayim
@wired
@cbseveningnews
@macleans

Top Tweeters in G8:
@ani
@jsingh2252
@guru9899
@nandtara
@rohitku05269047
@himansh49164172
@rohini_sgh
@mohd_bm_
@manav_ss_gupta
@prafupriti

Top Tweeters in G9:
@independent
@thesun
@redpolitics
@canuckuk
@pula_reddy
@caronaupdates
@aapinnews
@shaunlintern
@john_ferrett
@thewire_in

Top Tweeters in G10:
@business
@timesnow
@nytimes
@nypost
@kabirazad2017
@zeenews
@mcarmichael16
@dajiyuan
@bloombergasia
@44cstark


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