COVID, Twitter, 2/23/2021 1:22:53 PM, 249440


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COVID_2021-02-23_00-17-09.xlsx
COVID_2021-02-23_00-17-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 23, 2021
Short Description:
COVID via NodeXL https://bit.ly/3bvFZwb
@joebiden
@who
@nygovcuomo
@nytimes
@9michael913
@janicedean
@jaketapper
@differentbuteq1
@deb_dawipayan
@cnn

Top hashtags:
#bienestarparaelpueblo
#covid19
#covid
#44248
#covid_19
#coronavirus
#covid_19mx
#edoméx
#vaccine
#0.5

Description:
Description
The graph represents a network of 12,039 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 Tuesday, 23 February 2021 at 08:36 UTC.

The requested start date was Tuesday, 23 February 2021 at 01:01 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 3-day, 0-hour, 1-minute period from Friday, 19 February 2021 at 13:45 UTC to Monday, 22 February 2021 at 13:47 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 : 12039
Unique Edges : 7136
Edges With Duplicates : 11454
Total Edges : 18590
Number of Edge Types : 5
Retweet : 5288
MentionsInRetweet : 6298
Tweet : 3625
Replies to : 896
Mentions : 2483
Self-Loops : 3647
Reciprocated Vertex Pair Ratio : 0.00440339383524863
Reciprocated Edge Ratio : 0.00876817792985458
Connected Components : 3894
Single-Vertex Connected Components : 1095
Maximum Vertices in a Connected Component : 815
Maximum Edges in a Connected Component : 1653
Maximum Geodesic Distance (Diameter) : 30
Average Geodesic Distance : 9.705568
Graph Density : 6.45297146570815E-05
Modularity : 0.58345
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 12,039 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 Tuesday, 23 February 2021 at 08:36 UTC.

The requested start date was Tuesday, 23 February 2021 at 01:01 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 3-day, 0-hour, 1-minute period from Friday, 19 February 2021 at 13:45 UTC to Monday, 22 February 2021 at 13:47 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:
[20] https://www.npr.org/sections/health-shots/2021/02/18/967448680/how-to-sign-up-for-a-covid-19-vaccine-in-your-state
[9] https://www.instagram.com/accounts/login/
[8] https://twitch.tv/ibai
[8] http://www.minci.gob.ve/venezuela-evaluara-incluir-mercado-privado-de-vacunas-contra-la-covid-19/
[7] https://www.bloomberg.com/tosv2.html?vid=&uuid=e4cd02c0-743d-11eb-8289-3dd209697c3e&url=L25ld3MvYXJ0aWNsZXMvMjAyMS0wMi0yMS9wZml6ZXItYmlvbnRlY2gtc2hvdC1zdG9wcy1jb3ZpZC1zLXNwcmVhZC1pc3JhZWxpLXN0dWR5LXNob3dz
[7] https://www.nbcnews.com/think/opinion/trump-made-cuomo-covid-hero-nursing-home-scandal-proves-honeymoon-ncna1258309
[7] https://nypost.com/2021/02/22/sanofi-glaxosmithkline-start-new-covid-vaccine-study/?utm_campaign=SocialFlow&utm_medium=SocialFlow&utm_source=NYPTwitter
[7] https://www.nytimes.com/interactive/2020/12/17/world/europe/britain-covid-contracts.html
[7] https://www.cbsnews.com/news/publix-workers-covid-vaccine-gift-cards/?ftag=CNM-00-10aab7e&linkId=111808243
[6] https://www.independent.co.uk/life-style/health-and-families/health-news/glasses-coronavirus-covid-contacts-study-b1805314.html

Top URLs in Tweet in G1:
[6] https://www.instagram.com/accounts/login/
[3] https://www.foxnews.com/opinion/biden-big-con-democrats-covid-economy-liz-peek
[3] https://www.diariocontraste.com/2021/01/e484k-la-mutacion-del-covid-19-que-arroja-dudas-sobre-la-eficacia-de-las-vacunas/
[2] https://uk.news.yahoo.com/widespread-long-term-covid-immunity-found-in-town-at-centre-of-europes-outbreak-160259784.html
[2] https://parentsecurityonline.com/why-the-city-chose-philly-fighting-covid-to-administer-vaccine-students-parents/
[2] https://www.pinomerola.com/covid-a-vo-piantato-ulivo-in-memoria-delle-vittime/
[2] https://www.pinomerola.com/covid-liniziativa-promossa-da-u-n-i-t-a-facciamo-luce-sul-teatro/
[2] https://www.pinomerola.com/covidass-abruzzo-campagna-vaccini-funzionastop-polemiche/
[2] https://www.pinomerola.com/covid-veneto-scende-andamento-contagi-718-11-i-decessi/
[2] https://www.thenational.scot/news/19106872.matt-hancock-refuses-resign-court-ruling-covid-contracts/

Top URLs in Tweet in G2:
[8] http://www.minci.gob.ve/venezuela-evaluara-incluir-mercado-privado-de-vacunas-contra-la-covid-19/
[6] http://www.minci.gob.ve/coronavirus-covid-19/
[4] https://bit.ly/3dqFJ4a
[3] https://www.vtv.gob.ve/rusia-registra-tercera-vacuna-covivac/
[3] https://twitter.com/Mippcivzla/status/1363453405952430081
[2] http://www.radiomundial.com.ve/article/venezuela-registra-465-nuevos-casos-de-covid-19
[2] http://www.psuv.org.ve/temas/noticias/gobernador-marco-torres-da-positivo-para-covid-19-he-iniciado-protocolo-aislamiento/
[2] http://www.psuv.org.ve/temas/noticias/110-520-535-personas-se-han-contagiado-covid-19-mundo/
[2] https://www.vtv.gob.ve/conozca-exocd24-farmaco-israeli-contra-covid-19/
[1] http://www.radiomundial.com.ve/article/covid-19-pone-en-evidencia-la-necesidad-de-asumir-la-salud-como-un-derecho-humano

Top URLs in Tweet in G3:
[3] https://www.nytimes.com/interactive/2020/12/17/world/europe/britain-covid-contracts.html
[2] https://www.theguardian.com/world/2020/oct/25/how-ccbcs-dr-xand-learned-surviving-covid-isnt-childs-play
[2] https://www.nytimes.com/interactive/2020/12/17/world/europe/britain-covid-contracts.html#commentsContainer
[2] https://www.gov.uk/government/publications/coronavirus-covid-19-vaccine-adverse-reactions
[2] https://dailyexpose.co.uk/2021/02/17/investigation-nhs-data-shows-only-3000-people-have-died-of-covid-19/
[2] https://www.dailymail.co.uk/news/article-8966883/Masks-DONT-stop-spread-Covid-experts-criticise-troubling-lack-evidence.html
[1] https://www.theguardian.com/world/2021/feb/22/scotland-covid-vaccination-drive-linked-to-big-drop-in-hospital-admissions?CMP=Share_iOSApp_Other
[1] https://www.theguardian.com/world/2021/feb/21/jo-whiley-sister-covid-jab
[1] https://www.bbc.co.uk/news/health-56112615
[1] https://gov.scot/coronavirusdata

Top URLs in Tweet in G4:
[2] https://apnews.com/article/pandemics-beijing-only-on-ap-epidemics-media-122b73e134b780919cc1808f3f6f16e8
[2] https://www.worldometers.info/coronavirus/country/us/
[1] https://www.usatoday.com/story/opinion/2021/02/19/culture-creative-industries-leader-covid-recovery-future-column/6793455002/
[1] https://www.gouvernement.fr/vaccins
[1] https://www.gouvernement.fr/covid-19-les-aides-de-l-etat-pour-soutenir-les-jeunes
[1] https://patch.com/district-columbia/washingtondc/my-plan-end-pandemic-president-joe-biden
[1] https://www.cnn.com/2021/02/21/politics/president-joe-biden-coronavirus-relief/index.html
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-00277-8
[1] https://newsinfo.inquirer.net/1398302/who-chief-calls-on-tanzania-to-combat-covid-19-as-president-claims-virus-fended-off-by-prayer?utm_medium=Social&utm_source=Twitter#Echobox=1613896953
[1] https://newsinfo.inquirer.net/1398392/cebu-drops-swab-test-requirement-for-tourists?utm_medium=Social&utm_source=Twitter#Echobox=1613945673

Top URLs in Tweet in G5:
[2] https://www.livemint.com/budget/news/budget-reformist-will-drive-economic-revival-post-covid-19-india-inc-11612182480526.html
[2] https://www.youtube.com/watch?v=zScDGUv-Itw&feature=youtu.be

[1] http://difficult.Help
[1] https://www.news18.com/news/opinion/covid-19-vaccines-how-global-research-answers-faqs-3448829.html
[1] https://www.indiatoday.in/coronavirus-outbreak/story/mumbai-bandra-cafe-fir-registered-covid-norms-violation-bmc-crackdown-1771557-2021-02-21

Top URLs in Tweet in G6:
[2] https://threadreaderapp.com/thread/1363160963709628417.html
[2] https://www.consalud.es/pacientes/especial-coronavirus/covid-19-canarias-unica-vacunados-contagiados-ccaa_92825_102.html?utm_medium=Social&utm_source=Twitter#Echobox=1613736907
[2] https://www.wsj.com/articles/well-have-herd-immunity-by-april-11613669731?reflink=desktopwebshare_twitter
[2] http://www.thestar.com/
[2] https://www.ctvnews.ca/health/coronavirus/canadian-aviation-company-manufacturing-air-sanitizers-to-fight-covid-19-1.5317772?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=603247e77b821800012a44de&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.wsj.com/articles/single-dose-of-pfizer-vaccine-is-85-effective-israeli-study-shows-11613723218?reflink=desktopwebshare_twitter
[2] https://www.webmd.com/lung/news/20210215/covid-death-risk-is-35-times-that-of-influenza?ecd=soc_tw_210219_cons_news_coviddeaths&linkId=100000033052094
[1] https://www.wsj.com/articles/well-have-herd-immunity-by-april-11613669731
[1] https://www.researchgate.net/publication/348192258_Pros_and_Cons_of_Covid-19_vaccines_and_vaccination
[1] https://foreignpolicy.com/2021/02/18/trump-is-guilty-of-pandemicide/

Top URLs in Tweet in G7:
[6] https://www.nbcnews.com/think/opinion/trump-made-cuomo-covid-hero-nursing-home-scandal-proves-honeymoon-ncna1258309
[2] https://www.nytimes.com/2021/02/22/nyregion/cuomo-new-york-covid.html?action=click&module=Top%20Stories&pgtype=Homepage
[2] https://trib.al/gM7Llcr
[2] https://uncut-news.ch/merck-verschrottet-covid-impfstoffe-es-ist-effektiver-sich-mit-dem-virus-anzustecken-und-sich-zu-erholen/?fbclid=IwAR2jlPeWCnbu6O7kKSnJGOLVOrJt5pil0zOC0aIgBIgPdJaWDBi92lLD70g
[1] https://www.nytimes.com/2021/02/21/world/europe/european-union-coronavirus-borders.html
[1] https://www.nytimes.com/2021/02/22/nyregion/cuomo-new-york-covid.html
[1] https://www.syracuse.com/opinion/2021/02/sen-rachel-may-we-need-to-be-tougher-on-cuomo-over-covid-in-nursing-homes-commentary.html
[1] https://twitter.com/julio_rosas11/status/1363531395050524679
[1] https://nyti.ms/3qKEbpl
[1] https://nyti.ms/3brb1Fs

Top URLs in Tweet in G8:
[2] https://www.washingtonpost.com/world/europe/covid-challenge-trial-uk/2021/02/17/a785a80c-7106-11eb-8651-6d3091eac63f_story.html?utm_source=twitter&utm_medium=acq-intl&utm_campaign=eng-profiles-uk&utm_content=world-ukvirustrial
[2] https://www.razon.com.mx/mexico/lopez-gatell-recibido-vacuna-covid-19-reitera-ssa-424354
[1] https://www.washingtonpost.com/es/post-opinion/2021/02/21/amlo-economia-crisis-mexico-covid/
[1] https://wapo.st/3umKGRB
[1] https://lopezdoriga.com/
[1] https://bit.ly/2MaCvqf
[1] https://www.nbcnews.com/health/health-news/organ-transplant-patient-dies-after-receiving-covid-infected-lungs-n1258388
[1] https://www.timesofisrael.com/hmo-sees-only-544-covid-infections-among-523000-fully-vaccinated-israelis/
[1] https://www.thetimes.co.uk/article/germans-are-turning-down-oxford-astrazeneca-covid-vaccine-hpvh6rh6r
[1] https://latinus.us/2021/02/22/vacuna-oxford-covid-es-82-eficaz-aumentar-intervalo-aplicar-segunda-dosis/

Top URLs in Tweet in G9:
[3] https://nypost.com/2021/02/17/nyc-waitress-says-she-was-fired-for-not-getting-covid-vaccine/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[3] https://trib.al/tMpw7ol
[2] https://www.washingtonpost.com/nation/interactive/2021/500000-covid-deaths-visualized/?itid=hp-top-table-main
[2] https://abcnews.go.com/Health/coronavirus/
[2] https://www.macrumors.com/2021/02/22/apple-covid19-test-donations-copan/
[2] https://slate.com/news-and-politics/2021/02/why-do-democrats-pretend-andrew-cuomo-did-a-good-job-with-covid.html?via=rss_socialflow_twitter
[1] https://twitter.com/jaketapper/status/1263452027637596160
[1] https://slate.com/news-and-politics/2021/02/why-do-democrats-pretend-andrew-cuomo-did-a-good-job-with-covid.html
[1] https://gma.abc/3pDAsbX
[1] https://abcn.ws/3pBpbJ6

Top URLs in Tweet in G10:
[1] https://on.msnbc.com/37yoha4
[1] https://on.msnbc.com/2M2RGBE
[1] https://on.msnbc.com/37szOI6
[1] https://on.msnbc.com/3pCe2rA
[1] https://www.msnbc.com/opinion/netanyahu-s-covid-plan-even-more-racist-trump-s-n1257283
[1] https://foreignpolicy.com/2020/01/31/coronavirus-china-trump-united-states-public-health-emergency-response/
[1] https://twitter.com/jerrydunleavy/status/1363155088836026370
[1] https://twitter.com/axios/status/1363240658832658433
[1] https://twitter.com/politico/status/1362749198471483394
[1] https://nbcnews.to/3pFOlGg

Top Domains
Top Domains in Tweet in Entire Graph:
[320] twitter.com
[160] co.uk
[65] com.br
[63] theguardian.com
[54] bit.ly
[45] nytimes.com
[34] youtube.com
[32] trib.al
[29] bloomberg.com
[29] npr.org

Top Domains in Tweet in G1:
[96] twitter.com
[19] co.uk
[19] theguardian.com
[18] com.br
[11] nytimes.com
[8] wsj.com
[8] google.com
[8] linkedin.com
[8] pinomerola.com
[7] washingtonpost.com

Top Domains in Tweet in G2:
[25] gob.ve
[4] twitter.com
[4] org.ve
[4] bit.ly
[3] com.ve
[3] mazo4f.com
[2] shr.lc
[1] thelancet.com
[1] youtube.com
[1] redradiove.com

Top Domains in Tweet in G3:
[8] co.uk
[5] theguardian.com
[5] nytimes.com
[3] gov.uk
[2] buffalonews.com
[2] bit.ly
[2] google.com
[2] twitter.com
[1] gov.scot
[1] nhsinform.scot

Top Domains in Tweet in G4:
[7] youtube.com
[5] twitter.com
[2] gouvernement.fr
[2] nature.com
[2] inquirer.net
[2] apnews.com
[2] lequotidiendumedecin.fr
[2] worldometers.info
[1] usatoday.com
[1] patch.com

Top Domains in Tweet in G5:
[2] livemint.com
[2] youtube.com
[1] difficult.help
[1] news18.com
[1] indiatoday.in

Top Domains in Tweet in G6:
[9] wsj.com
[6] cbc.ca
[3] consalud.es
[3] thestar.com
[2] threadreaderapp.com
[2] pfizer.com
[2] hindustantimes.com
[2] ctvnews.ca
[2] webmd.com
[1] researchgate.net

Top Domains in Tweet in G7:
[9] nytimes.com
[7] nbcnews.com
[5] nyti.ms
[4] childrenshealthdefense.org
[2] trib.al
[2] uncut-news.ch
[1] syracuse.com
[1] twitter.com
[1] cnn.it
[1] cbc.ca

Top Domains in Tweet in G8:
[3] washingtonpost.com
[2] com.mx
[1] wapo.st
[1] lopezdoriga.com
[1] bit.ly
[1] nbcnews.com
[1] timesofisrael.com
[1] co.uk
[1] latinus.us

Top Domains in Tweet in G9:
[4] nypost.com
[4] slate.com
[3] trib.al
[3] cnn.it
[2] washingtonpost.com
[2] go.com
[2] macrumors.com
[1] twitter.com
[1] gma.abc
[1] abcn.ws

Top Domains in Tweet in G10:
[5] msnbc.com
[5] twitter.com
[1] foreignpolicy.com
[1] nbcnews.to
[1] nbcmiami.com
[1] nbcnews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[293] bienestarparaelpueblo
[273] covid19
[242] covid
[235] 44248
[147] covid_19
[72] coronavirus
[43] covid_19mx
[32] edoméx
[27] vaccine
[26] 0.5



Top Hashtags in Tweet in G1:
[41] covid
[36] covid19
[21] covid_19
[17] coronavirus
[10] covidー19
[7] corona
[6] health
[5] news
[4] vaccine
[4] parents

Top Hashtags in Tweet in G2:
[276] bienestarparaelpueblo
[223] 2/21/2021 12:00:00 AM
[22] 0.5
[22] AM
[19] comunicaciónparalarevolución
[19] notimippci
[13] envideo
[12] 2/22/2021 12:00:00 AM
[11] 2/22/2021 12:00:00 AM
[8] sputnikvenvenezuela

Top Hashtags in Tweet in G3:
[6] covid19
[2] coronavirus
[2] nhs
[2] covid
[2] leftoffthelist
[2] bbcqt
[1] ivermectin
[1] coviduk
[1] lockdown
[1] covidvaccine

Top Hashtags in Tweet in G4:
[13] ياريس_ارجوك_الطلاب_هتموت
[10] covid
[6] covid19
[5] covid19france
[4] essaithérapeutique
[2] 1jeune1solution
[2] mrna
[2] oposicionpedorra
[2] oposicionmiserableymezquina
[2] whatshappeninginmyanmar

Top Hashtags in Tweet in G5:
[5] coronavirus
[3] reopencolleges
[2] onlineexamsforclass9thand11th
[2] fuelpricehike
[2] aktustudentslivematters
[2] covid
[1] coronil
[1] coronilscam
[1] coronavirusupdates
[1] wewantjustice

Top Hashtags in Tweet in G6:
[30] covid19
[4] especialcoronavirus
[4] covid
[2] vaccine
[1] onpoli
[1] nursing
[1] cdnhealth
[1] cdnpoli
[1] infodemic
[1] covid19ontario

Top Hashtags in Tweet in G7:
[15] covid19
[5] covid
[5] vaccines
[4] yestonocovid
[3] b117
[3] thedefender
[2] mrna
[2] pfizer
[2] covid_19
[2] wirsindviele

Top Hashtags in Tweet in G8:
[22] opinión
[4] covid19
[3] monrata
[3] anciasno
[2] doctormuerte
[1] coronavirus
[1] latinus
[1] informaciónparati
[1] datosnorelatos
[1] unvioladornoseragobernador

Top Hashtags in Tweet in G9:
[2] gop
[1] hypocrisy
[1] cancuncruz
[1] cancruz
[1] texasstrong
[1] covid
[1] debalsiomustresign
[1] cuomoliedpeopledied
[1] leadership
[1] covidvaccine

Top Hashtags in Tweet in G10:
[4] covid
[1] onassignmentmsnbc
[1] israelivaccinationapartheid
[1] ppe
[1] republicans
[1] removeron
[1] seniorsfirst
[1] coronavirus
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[8042] covid
[3391] 19
[737] contra
[667] vaccine
[608] people
[441] more
[415] 000
[385] vacuna
[379] deaths
[365] venezuela

Top Words in Tweet in G1:
[985] covid
[392] 19
[72] vaccine
[57] more
[48] cases
[44] contra
[42] people
[41] #covid
[36] #covid19
[35] health

Top Words in Tweet in G2:
[467] covid
[463] 19
[332] contra
[318] venezuela
[276] #bienestarparaelpueblo
[271] batalla
[260] avanza
[250] través
[231] día
[230] #21feb

Top Words in Tweet in G3:
[115] covid
[56] matthancock
[28] law
[24] breaking
[21] contracts
[21] news
[20] borisjohnson
[20] far
[19] jowhiley
[19] sure

Top Words in Tweet in G4:
[101] covid
[49] 19
[22] joebiden
[22] potus
[18] president
[16] government
[15] take
[13] #ياريس_ارجوك_الطلاب_هتموت
[13] 000
[13] deaths

Top Words in Tweet in G5:
[59] covid
[25] क
[17] 19
[17] cases
[13] pmoindia
[12] students
[11] pm
[10] india
[10] narendramodi
[10] offline

Top Words in Tweet in G6:
[59] covid
[30] #covid19
[29] 19
[20] experts
[20] vaccine
[19] pandemic
[19] pfizer
[18] cases
[15] public
[14] stored

Top Words in Tweet in G7:
[46] covid
[34] nytimes
[30] deaths
[16] more
[15] died
[15] front
[15] #covid19
[14] put
[14] 19
[13] americans

Top Words in Tweet in G8:
[57] covid
[32] hlgatell
[30] lopezobrador_
[24] washingtonpost
[22] malas
[22] decisiones
[22] económicas
[22] hunden
[22] méxico
[22] #opinión

Top Words in Tweet in G9:
[71] covid
[24] 000
[21] 19
[19] cnn
[17] 500
[16] deaths
[15] cases
[14] more
[11] again
[11] byronyork

Top Words in Tweet in G10:
[42] covid
[38] year
[32] past
[32] caslernoel
[31] fact
[31] 74
[31] old
[31] drug
[31] addict
[31] sexual

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3301] covid,19
[621] contra,covid
[278] batalla,contra
[270] venezuela,avanza
[269] avanza,batalla
[262] 19,través
[255] #bienestarparaelpueblo,venezuela
[226] día,#bienestarparaelpueblo
[220] través,plan
[218] etiqueta,día

Top Word Pairs in Tweet in G1:
[377] covid,19
[38] contra,covid
[23] 19,vaccine
[19] covid,vaccine
[13] due,covid
[12] during,covid
[11] 500,000
[10] casos,covid
[9] 19,vaccines
[9] 19,pandemic

Top Word Pairs in Tweet in G2:
[463] covid,19
[320] contra,covid
[259] batalla,contra
[258] venezuela,avanza
[257] avanza,batalla
[249] 19,través
[245] #bienestarparaelpueblo,venezuela
[218] día,#bienestarparaelpueblo
[213] través,plan
[208] etiqueta,día

Top Word Pairs in Tweet in G3:
[19] covid,contracts
[14] think,sure
[14] sure,matthancock
[14] matthancock,breaking
[14] breaking,law
[14] law,covid
[14] contracts,far
[14] far,bigger
[14] bigger,news
[13] high,court

Top Word Pairs in Tweet in G4:
[48] covid,19
[12] 500,000
[11] #ياريس_ارجوك_الطلاب_هتموت,egyptian
[11] egyptian,government
[11] government,forcing
[11] forcing,take
[11] take,exams
[11] exams,college
[11] college,third
[11] third,wave

Top Word Pairs in Tweet in G5:
[17] covid,19
[12] covid,cases
[7] isn,tragic
[7] tragic,pune
[7] pune,city
[7] city,reporting
[7] reporting,big
[7] big,surge
[7] surge,covid
[7] cases,time

Top Word Pairs in Tweet in G6:
[29] covid,19
[12] covid,cases
[12] cases,dropped
[12] dropped,77
[12] 77,six
[12] six,weeks
[12] weeks,experts
[12] experts,level
[12] level,public
[12] public,good

Top Word Pairs in Tweet in G7:
[14] covid,19
[13] americans,died
[11] hard,put
[11] put,context
[11] context,magnitude
[11] magnitude,#covid19
[11] #covid19,deaths
[11] deaths,staggering
[11] staggering,more
[11] more,americans

Top Word Pairs in Tweet in G8:
[22] malas,decisiones
[22] decisiones,económicas
[22] económicas,lopezobrador_
[22] lopezobrador_,hunden
[22] hunden,méxico
[22] méxico,#opinión
[22] #opinión,postopinion_es
[22] postopinion_es,washingtonpost
[21] carlosloret,malas
[19] covid,19

Top Word Pairs in Tweet in G9:
[21] covid,19
[14] 500,000
[11] wsj,johns
[11] johns,hopkins
[11] hopkins,school
[11] school,medicine
[11] medicine,professor
[11] professor,writes
[11] writes,'we
[11] 'we,ll

Top Word Pairs in Tweet in G10:
[31] past,fact
[31] fact,74
[31] 74,year
[31] year,old
[31] old,drug
[31] drug,addict
[31] addict,sexual
[31] sexual,predator
[31] predator,bankrupted
[31] bankrupted,biz

Top Replied-To
Top Replied-To in Entire Graph:
@mippcivzla
@ingrahamangle
@nypost
@jaketapper
@jowhiley
@alisonhammond
@foxnews
@irenemontero
@matthancock
@donaldjtrumpjr

Top Replied-To in G1:
@tlitero_tracy

Top Replied-To in G2:
@mippcivzla
@italopsuv
@medinaleonte

Top Replied-To in G3:
@jowhiley
@matthancock
@denised08344974
@karenmu18819653
@jjhtweets
@ukhospkate
@mariebe10098426
@stejsmith
@borisjohnson
@rozzerg

Top Replied-To in G4:
@florian_krammer
@potus
@presssec
@diana_murphy613
@yusho27_ne
@whosearo
@justintrudeau

Top Replied-To in G5:
@ani
@eduminofindia
@11ndrf
@delhiparentsdpa
@officialignou
@myogiadityanath
@vinit8oct

Top Replied-To in G6:
@cbchealth
@applejackmon
@dfisman
@sheilansam
@taxpayer_q
@karenpalmeryvr
@wsj

Top Replied-To in G7:
@jensspahn
@kuschelcoach
@brennaspencer
@bigbamboo361
@hanneloreschied
@bledwine
@cnnpolitics
@thedatadonald

Top Replied-To in G8:
@hlgatell
@luis_c_sandoval
@rriverole

Top Replied-To in G9:
@ingrahamangle
@jaketapper
@cnn
@repnancymace
@dace0429
@whcos
@davidmweissman
@rbreich
@maddowblog
@blackknight10k

Top Replied-To in G10:
@msnbc
@jaketapper
@reopenpa
@caslernoel
@hyattorlando
@govrondesantis
@nbcnews

Top Mentioned
Top Mentioned in Entire Graph:
@mippcivzla
@nicolasmaduro
@matthancock
@finita512
@duttypaul
@business
@jujuliagrace
@laurenboebert
@nytimes
@khunneung137

Top Mentioned in G1:
@gabbs_oct
@pp_clm
@cvopais
@mgubrud
@itsthe90sclub
@elliottgardz

Top Mentioned in G2:
@mippcivzla
@nicolasmaduro
@finita512
@vtvcanal8
@amelia74698445
@partidopsuv
@telesurtv
@delcarai
@carnetdlapatria
@irreverentey

Top Mentioned in G3:
@matthancock
@borisjohnson
@jowhiley
@doctor_oxford
@campbellclaret
@andrewmarr9
@stat_o_guy
@pierrekory
@covid19critical
@fergalbowers

Top Mentioned in G4:
@joebiden
@potus
@who
@djrothkopf
@youtube
@joncoopertweets
@jljcolorado
@martinewonner
@issaahm37236764
@whitehouse

Top Mentioned in G5:
@pmoindia
@narendramodi
@drrpnishank
@mkvenu1
@mohfw_india
@officeofut
@aktu_lucknow
@ani
@drharshvardhan
@vpathakin

Top Mentioned in G6:
@wsj
@brithume
@httweets
@bogochisaac
@pfizer
@picardonhealth
@laurie_garrett
@johncornyn
@cbcnews
@us_fda

Top Mentioned in G7:
@nytimes
@janicedean
@nygovcuomo
@chrislu44
@drericding
@matinastevis
@rachelmayny
@karl_lauterbach
@robertkennedyjr
@phicorteam

Top Mentioned in G8:
@lopezobrador_
@hlgatell
@washingtonpost
@postopinion_es
@carlosloret
@glodejo07
@lopezdoriga
@gorka_orive
@pmanglano
@estefaniaveloz

Top Mentioned in G9:
@cnn
@byronyork
@tedcruz
@whcos
@gma
@slate
@jaketapper
@ingrahamangle
@nypmetro
@benmathislilley

Top Mentioned in G10:
@caslernoel
@cpac
@msnbc
@govrondesantis
@kurteichenwald
@nbcnews
@hyatt
@mattdizwhitlock
@kavitapmd
@gregabbott_tx

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@kakusan_rt
@infoitinterno
@el_cooperante
@contrapuntovzla
@apunteindicado
@kompascom
@paoloigna1
@detikcom
@threadreaderapp

Top Tweeters in G1:
@infoitinterno
@el_cooperante
@contrapuntovzla
@republikaonline
@marciojmsilva
@pairsonnalitesu
@pairsonnalitesa
@radioelshinta
@poandpo
@w38777y

Top Tweeters in G2:
@telesurtv
@yvke_mundial
@vtvcanal8
@amelia74698445
@partidopsuv
@nanciparra1
@yasmi70
@mercedeslouzaod
@will6942
@alelross198

Top Tweeters in G3:
@scott1984fp
@telegraph
@willshome
@isthisab0t
@iloveautumn2
@ciarale01
@philipjtaylor1
@mariebe10098426
@ellih53
@cromwellstuff

Top Tweeters in G4:
@inquirerdotnet
@1loriking
@mdjacksondallas
@cinghsian
@chandelonr
@juanseapi
@skynewsaust
@afp
@philrandal
@joncoopertweets

Top Tweeters in G5:
@ani
@sureshnakhua
@pib_india
@bjp4india
@abhishek_anjani
@amisri
@mumbaipolice
@sanjivee
@thakkar_sameet
@mib_india

Top Tweeters in G6:
@httweets
@cnbsnana
@viralvideovlogs
@wsj
@jackthecat11
@ctvnews
@consalud_es
@cbcnews
@picardonhealth
@louiserawauthor

Top Tweeters in G7:
@nytimes
@lseefeldt3
@joetrader6
@kathycmarra
@luvlibertypeace
@sunterra1014
@cnnpolitics
@lindahurrell
@deduped_nytimes
@bledwine

Top Tweeters in G8:
@epigmenioibarra
@larazon_mx
@washingtonpost
@josbondi
@lopezdoriga
@gerryboy10
@thunaer68
@faure_m
@gandhi_ray
@gustavorenteria

Top Tweeters in G9:
@monicasloves
@slate
@isa97
@cnn
@kriscolvin
@dianeeugenio
@davidmweissman
@gma
@jaketapper
@mommamia1217

Top Tweeters in G10:
@bamaperry
@bjorkian15
@nbcnews
@funder
@msnbc
@ann_crossley
@jessesimonoday
@nazaninstyle
@escecami
@19jrhs