COVID-19, Twitter, 11/14/2020 9:50:11 AM, 240391


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COVID-19_2020-11-14_00-00-01.xlsx
COVID-19_2020-11-14_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 14, 2020
Short Description:
COVID-19 via NodeXL https://bit.ly/3krcTQN
@cnn
@ap
@joebiden
@cinders404
@mariew_s
@theeconomist
@mmpadellan
@who
@proceso
@miguelaguilarc2

Top hashtags:
#covid19
#covid_19
#covid
#coronavirus
#pengusahasuksesburuhmakmur
#pahlawanindonesia
#pfizer
#corona
#covid__19

Description:
Description
The graph represents a network of 10,310 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 14 November 2020 at 08:26 UTC.

The requested start date was Friday, 13 November 2020 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 2-day, 0-hour, 5-minute period from Tuesday, 10 November 2020 at 05:27 UTC to Thursday, 12 November 2020 at 05:32 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 : 10310
Unique Edges : 5499
Edges With Duplicates : 11975
Total Edges : 17474
Number of Edge Types : 5
Tweet : 3423
Retweet : 5425
MentionsInRetweet : 6332
Mentions : 1863
Replies to : 431
Self-Loops : 3462
Reciprocated Vertex Pair Ratio : 0.00494631439256846
Reciprocated Edge Ratio : 0.00984393757503001
Connected Components : 3065
Single-Vertex Connected Components : 1154
Maximum Vertices in a Connected Component : 2238
Maximum Edges in a Connected Component : 4988
Maximum Geodesic Distance (Diameter) : 40
Average Geodesic Distance : 10.411694
Graph Density : 7.83736000833225E-05
Modularity : 0.549627
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 10,310 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 14 November 2020 at 08:26 UTC.

The requested start date was Friday, 13 November 2020 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 2-day, 0-hour, 5-minute period from Tuesday, 10 November 2020 at 05:27 UTC to Thursday, 12 November 2020 at 05:32 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : COVID-19
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[41] https://trib.al/Eu4GsTd
[34] https://www.bloomberg.com/news/articles/2020-11-11/if-we-re-not-careful-a-vaccine-might-help-covid-19-spread?sref=Yg3sQEZ2&utm_campaign=socialflow-organic&cmpid=socialflow-twitter-business&utm_source=twitter&utm_medium=social&utm_content=business
[28] https://elpais.com/sociedad/2020-11-10/la-fda-autoriza-un-medicamento-con-anticuerpos-de-eli-lilly-para-pacientes-con-la-covid-19.html?utm_source=Twitter&ssm=TW_CM#Echobox=1605020949
[19] https://www.covidexitstrategy.org/
[19] https://nypost.com/2020/11/09/many-covid-19-patients-later-develop-mental-illness-study-finds/?utm_medium=SocialFlow&utm_campaign=SocialFlow&utm_source=NYPTwitter
[17] https://www.latimes.com/science/story/2020-11-11/covid-19-risk-thanksgiving-2020-what-to-expect
[15] https://www.who.int/news-room/q-a-detail/coronavirus-disease-covid-19-masks
[15] https://www.reuters.com/article/us-health-coronavirus-mental-illness-idUKKBN27P34L?taid=5faa1c08c2578a0001096e46&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[14] https://www.dailymail.co.uk/news/article-8933795/Coronavirus-China-Father-sells-newborn-son-18K-losing-job-pandemic.html?ito=social-twitter_mailonline
[13] https://www.nytimes.com/2020/11/10/business/biontech-covid-vaccine.html?smid=tw-share

Top URLs in Tweet in G1:
[7] https://www.nytimes.com/2020/11/10/business/biontech-covid-vaccine.html?smid=tw-share
[5] https://tribratanewspolresgresik.com/polres-gresik-mencegah-terjadinya-penularan-covid-19-penindakan-tidak-patuh-protokol-kesehatan/
[4] https://www.nytimes.com/2020/11/10/business/biontech-covid-vaccine.html
[4] https://www.livemint.com/news/india/2-crore-construction-workers-get-rs-5-000-crore-as-relief-during-covid-19-gangwar-11605103658247.html
[3] https://www.cnn.com/2020/11/09/health/lilly-coronavirus-monoclonal-fda-eua/index.html
[3] https://www.rt.com/usa/506339-ezekiel-emanuel-biden-coronavirus-panel/
[3] https://nfind.uk/lockdown_exit/
[3] https://www.latimes.com/science/story/2020-11-11/covid-19-risk-thanksgiving-2020-what-to-expect
[2] https://twitter.com/dianaberrent/status/1325984687521751043
[2] https://www.kmbc.com/article/covid-19-live-updates-coronavirus-in-kansas-city-kansas-missouri-11-09-2020/34617871

Top URLs in Tweet in G2:
[39] https://trib.al/Eu4GsTd
[9] https://trib.al/u3hwfU3
[3] https://time.com/5907908/biden-administration-covid-19/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=health_covid-19&linkId=104114256
[2] https://www.designboom.com/art/manuel-alvarez-diestro-benidorms-empty-hotel-balconies-11-11-2020/
[2] https://time.com/5910060/fda-approves-antibody-drug-covid-19/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=health_covid-19&linkId=104062169
[2] https://www.fresnobee.com/news/coronavirus/article247115757.html
[1] https://cnn.it/3kez3pi
[1] https://trib.al/CkLSVQk
[1] https://cnn.it/2Uf93jd
[1] https://cnn.it/3nd1rKx

Top URLs in Tweet in G3:
[2] https://www.aljazeera.com/news/2020/11/11/vanuatu-records-first-covid-19-case-in-man-who-returned-from-us
[2] https://www.theguardian.com/lifeandstyle/2020/nov/09/covid-19-prompts-uk-call-for-statutory-paid-bereavement-leave?CMP=share_btn_tw
[1] https://www.pscp.tv/w/cngYejFvUEVMQkJiT2xyS2R8MXZBeFJ3YVlvbnJLbBBCVk7u81XUyC74AKfszwjfpU1iHdpAjw30u5W4lb3p
[1] https://twitter.com/jonathanoosting/status/1326258988036608002
[1] https://www.prensa-latina.cu/index.php?o=rn&id=410584&SEO=trudeau-urge-a-canada-a-hacer-mas-contra-covid-19
[1] https://twitter.com/afpfr/status/1326275942960914432
[1] https://blogs.microsoft.com/on-the-issues/2020/11/07/us-election-biden-trump-technology-covid-19/
[1] https://twitter.com/jbkahan/status/1325870004252766209
[1] https://www.huffingtonpost.fr/entry/covid-19-oxygene-domicile-propose_fr_5faae701c5b64c88d40586a9??ncid=newsltfrhpmgnews#EREC-101
[1] https://joycemeyer.org/YourCause

Top URLs in Tweet in G4:
[15] https://www.who.int/news-room/q-a-detail/coronavirus-disease-covid-19-masks
[7] https://www.icmr.gov.in
[2] https://www.globalcitizen.org/en/content/jerusalema-south-africa-dance-craze-covid-19/?utm_source=social_twitter&utm_medium=Global+Citizen&utm_campaign=general&utm_content=traffic
[1] https://www.nbcnews.com/news/us-news/native-american-health-center-asked-covid-19-supplies-they-got-n1200246
[1] https://pledge.mygov.in/janandolan-covid/
[1] https://www.mygov.in/task/%E2%80%98share-your-story%E2%80%99-appropriate-behavior-during-covid-19/
[1] https://twitter.com/MoHFW_INDIA/status/1326405800395476993
[1] https://twitter.com/MoHFW_INDIA/status/1326442213325168640
[1] http://www.narendramodi.in/phone-call-between-prime-minister-shri-narendra-modi-and-h-e-dr-tedros-adhanom-ghebreyesus-director-general-of-the-world-health-organisation-who-
[1] https://www.who.int/emergencies/diseases/novel-coronavirus-2019/covid-19-vaccines/how-do-vaccines-work/

Top URLs in Tweet in G5:
[32] https://www.bloomberg.com/news/articles/2020-11-11/if-we-re-not-careful-a-vaccine-might-help-covid-19-spread?sref=Yg3sQEZ2&utm_campaign=socialflow-organic&cmpid=socialflow-twitter-business&utm_source=twitter&utm_medium=social&utm_content=business
[13] https://www.bloomberg.com/news/articles/2020-06-03/the-keys-to-speed-in-race-for-vaccine-and-its-perils-quicktake?sref=Yg3sQEZ2&utm_source=twitter&utm_content=business&utm_campaign=socialflow-organic&utm_medium=social&cmpid=socialflow-twitter-business
[9] https://news.sky.com/story/coronavirus-india-grapples-with-plans-to-vaccinate-13-billion-people-against-covid-19-12129652
[4] https://www.mirror.co.uk/news/uk-news/more-people-died-covid-19-22990724
[3] https://zeenews.india.com/science/us-plans-to-start-pfizer-covid-19-vaccine-shots-in-december-this-year-2324299.html
[3] https://slate.com/technology/2020/11/pfizer-covid-19-vaccine-fda-eua.html?via=rss_socialflow_twitter
[2] https://news.sky.com/story/coronavirus-monkeys-escape-with-covid-19-samples-after-attacking-lab-assistant-11996752
[2] https://news.sky.com/story/covid-19-those-earning-above-195k-should-pay-more-tax-to-help-fix-finances-12130088
[2] https://maldives.net.mv/44653/nautilus-maldives-milaidhoo-fund-covid-19-testing-facility-in-baa-atoll/
[2] https://fakty.com.ua/ua/svit/20201111-u-rf-medyky-yakym-zrobyly-shheplennya-vaktsynoyu-suputnyk-v-zahvorily-na-covid-19/

Top URLs in Tweet in G6:
[2] https://www.huffpost.com/entry/us-all-time-high-covid-19-hospitalizations_n_5fab4e0dc5b635e9de9d06b2
[2] https://www.reuters.com/article/us-health-coronavirus-usa-whitehouse-idUSKBN27P31I
[2] https://www.fda.gov/news-events/press-announcements/coronavirus-covid-19-update-fda-authorizes-monoclonal-antibody-treatment-covid-19
[2] https://www.usatoday.com/story/news/health/2020/07/22/us-pays-1-95-billion-100-million-doses-pfizer-covid-19-vaccine/5489964002/
[1] https://en.wikipedia.org/wiki/October_2017_Northern_California_wildfires
[1] https://en.wikipedia.org/wiki/Yarnell_Hill_Fire
[1] https://en.wikipedia.org/wiki/1972_Chicago_commuter_rail_crash
[1] https://kfoxtv.com/news/coronavirus/el-paso-moves-to-10-mobile-morgues-for-covid-19-deaths-as-judge-wants-to-extend-shutdown
[1] https://www.mlive.com/news/muskegon/2020/11/employees-describe-chaos-fear-and-tears-at-mercy-health-in-muskegon-ravaged-by-covid-19.html
[1] https://twitter.com/jayberger/status/1326707135158210560?s=19

Top URLs in Tweet in G7:
[2] https://www.nbclosangeles.com/news/coronavirus/dodger-stadium-covid-19-testing-hours-expanded-as-cases-surge/2458104/?_osource=SocialFlowTwt_LABrand
[1] https://twitter.com/MackayIM/status/1319901144836026368
[1] https://twitter.com/AFP/status/1326337486893641729
[1] https://www.axios.com/health-officials-covid-19-vaccine-to-be-broadly-available-in-us-by-spring-63bccdb8-24ab-4318-bde5-1f454396de0c.html?utm_source=twitter&utm_medium=social&utm_campaign=onhrs
[1] https://www.reformaustin.org/coronavirus/texans-panic-buying-again-as-texas-surpasses-1-m-covid-19-cases/

Top URLs in Tweet in G8:
[7] https://nytv.to/eO6ZX
[6] https://www.cbc.ca/news/canada/edmonton/10-deaths-146-cases-tied-to-covid-19-outbreak-at-south-edmonton-long-term-care-facility-1.5797785
[6] https://www.cbc.ca/news/canada/edmonton/alberta-covid-19-coronavirus-1.5795520
[6] https://www.cbc.ca/news/canada/british-columbia/covid-19-alerts-issued-for-3-whistler-b-c-restaurants-1.5797014
[2] https://www.cbc.ca/news/canada/calgary/road-ahead-alberta-covid-19-jason-kenney-responsibility-1.5795852
[2] https://abc7chicago.com/science/single-use-plastics-are-piling-up-due-to-the-covid-19-pandemic/7872846/
[1] https://www.jta.org/2020/11/11/politics/amid-white-house-covid-19-outbreak-ivanka-trump-and-jared-kushner-pulled-their-3-kids-from-a-dc-jewish-school
[1] https://www.albertandp.ca/covid19-alberta
[1] https://calgarysun.com/opinion/columnists/leong-albertas-pretty-please-covid-19-messaging-no-longer-good-enough
[1] https://cnn.it/2IeIqsr

Top URLs in Tweet in G9:
[28] https://elpais.com/sociedad/2020-11-10/la-fda-autoriza-un-medicamento-con-anticuerpos-de-eli-lilly-para-pacientes-con-la-covid-19.html?utm_source=Twitter&ssm=TW_CM#Echobox=1605020949
[9] https://www.aljazeera.com/news/2020/11/11/covid-us-states-resume-lockdowns-as-hospitalisations-skyrocket?taid=5fab735c257e770001d69714&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[7] https://elpais.com/sociedad/2020-11-10/la-fda-autoriza-un-medicamento-con-anticuerpos-de-eli-lilly-para-pacientes-con-la-covid-19.html?utm_source=Twitter&ssm=TW_CM#Echobox=1605099918
[7] https://trib.al/JysV6fg
[3] https://elpais.com/sociedad/2020-11-10/la-fda-autoriza-un-medicamento-con-anticuerpos-de-eli-lilly-para-pacientes-con-la-covid-19.html
[2] https://www.dw.com/p/3lAV5
[1] https://www.tauntongazette.com/story/news/2020/11/11/covid-19-cdc-director-buckled-politics-tarnishing-agency/6248957002/
[1] https://www.univision.com/noticias/coronavirus/eeuu-registra-mas-de-140-000-nuevos-contagios-de-covid-19-y-rompe-un-nuevo-record-de-casos-diarios?utm_campaign=Aqu%C3%AD+y+Ahora,Primer+Impacto,Univision+Noticias,UnivisionSalud&utm_medium=social&utm_source=facebook
[1] https://www.zerohedge.com/political/fauci-admitted-truth-about-covid-19-tests-july-and-has-misled-public
[1] https://www.rmit.edu.au/news/all-news/2020/nov/90-efficacy-for-pfizers-covid-19?utm_source=twitter&utm_medium=org_social&utm_campaign=seh

Top URLs in Tweet in G10:
[6] https://www.latimes.com/science/story/2020-11-11/covid-19-risk-thanksgiving-2020-what-to-expect
[4] https://www.latimes.com/science/story/2020-11-11/why-health-experts-believe-a-winter-surge-in-covid-19-cases-is-inevitable
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41562-020-01000-9
[2] https://covid19risk.biosci.gatech.edu
[2] https://twitter.com/i/events/1326713132769714176
[1] https://www.latimes.com/business/story/2020-11-10/column-coronavirus-high-call-volume
[1] https://www.latimes.com/california/story/2020-11-08/la-pastor-mocks-covid-19-rules-church-members-ill

Top Domains
Top Domains in Tweet in Entire Graph:
[263] twitter.com
[129] trib.al
[84] reuters.com
[69] bloomberg.com
[69] bit.ly
[53] youtube.com
[49] cbc.ca
[48] co.uk
[48] nypost.com
[45] nytimes.com

Top Domains in Tweet in G1:
[75] twitter.com
[20] com.mx
[16] youtube.com
[15] nytimes.com
[12] com.au
[11] linkedin.com
[10] cnn.com
[10] msn.com
[9] reuters.com
[9] cbc.ca

Top Domains in Tweet in G2:
[49] trib.al
[11] cnn.it
[5] time.com
[3] ti.me
[2] designboom.com
[2] fresnobee.com
[1] nytimes.com
[1] tvo.org
[1] bbc.in
[1] twitter.com

Top Domains in Tweet in G3:
[3] twitter.com
[2] aljazeera.com
[2] theguardian.com
[1] pscp.tv
[1] prensa-latina.cu
[1] microsoft.com
[1] huffingtonpost.fr
[1] joycemeyer.org

Top Domains in Tweet in G4:
[16] who.int
[7] gov.in
[4] twitter.com
[2] mygov.in
[2] baaghitv.com
[2] buildbackbetter.com
[2] globalcitizen.org
[2] wsj.com
[1] nbcnews.com
[1] narendramodi.in

Top Domains in Tweet in G5:
[53] bloomberg.com
[15] sky.com
[5] co.uk
[4] detik.com
[3] india.com
[3] slate.com
[2] net.mv
[2] com.cn
[2] com.ua
[1] businessinsider.com

Top Domains in Tweet in G6:
[3] wikipedia.org
[2] huffpost.com
[2] reuters.com
[2] fda.gov
[2] usatoday.com
[1] kfoxtv.com
[1] mlive.com
[1] twitter.com
[1] cnn.com
[1] co.uk

Top Domains in Tweet in G7:
[2] twitter.com
[2] nbclosangeles.com
[1] axios.com
[1] reformaustin.org

Top Domains in Tweet in G8:
[20] cbc.ca
[7] nytv.to
[3] abc7chicago.com
[1] jta.org
[1] albertandp.ca
[1] calgarysun.com
[1] cnn.it
[1] hrld.us
[1] toronto.com
[1] twitter.com

Top Domains in Tweet in G9:
[38] elpais.com
[9] aljazeera.com
[7] trib.al
[2] dw.com
[2] facebook.com
[1] tauntongazette.com
[1] univision.com
[1] zerohedge.com
[1] edu.au
[1] televisa.com

Top Domains in Tweet in G10:
[12] latimes.com
[2] nature.com
[2] gatech.edu
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[491] covid19
[421] covid_19
[108] covid
[107] coronavirus
[32] pengusahasuksesburuhmakmur
[32] pahlawanindonesia
[31] pfizer
[26] corona
[25] covid__19
[24] unite2fightcorona



Top Hashtags in Tweet in G1:
[86] covid19
[72] covid_19
[37] coronavirus
[32] pahlawanindonesia
[26] covid
[11] lockdown
[11] corona
[6] news
[6] pfizer
[6] pandemic

Top Hashtags in Tweet in G2:
[1] covid_19
[1] covid19

Top Hashtags in Tweet in G3:
[7] covid_19
[2] canalcaribe
[2] canadá
[2] idf
[1] biggretch
[1] demcastmi
[1] covid19
[1] ableg
[1] yyccc
[1] cdnpoli

Top Hashtags in Tweet in G4:
[25] covid19
[17] indiafightscorona
[13] nyc
[9] pandemic
[8] unite2fightcorona
[7] icmrfightscovid19
[7] covid_19
[4] trump
[4] gop
[3] indiafightscovid19

Top Hashtags in Tweet in G5:
[5] covid19
[3] coronavirus
[2] maldives
[2] ad
[2] covid_19
[2] pathologists
[1] brasil
[1] business
[1] science

Top Hashtags in Tweet in G6:
[3] covid19
[2] covid_19
[2] superspreader
[2] sleepyjoe
[1] trumpisacriminal
[1] trumpisanationaldisgrace
[1] covididiots
[1] trumpisafuckingsociopath
[1] locktrumpup
[1] king

Top Hashtags in Tweet in G7:
[2] queensgambit
[2] wtpblue
[2] wtpsenate
[2] demcastga
[2] covid19
[1] dems4usa
[1] rgv
[1] txlege

Top Hashtags in Tweet in G8:
[16] ivanka
[16] kushner
[14] covid19
[12] yeg
[10] cbc
[9] ableg
[6] cdnpoli
[4] alberta
[2] abpoli
[2] yyc

Top Hashtags in Tweet in G9:
[7] covid19
[3] enpunto
[1] covidisfake
[1] fauciwrongagain
[1] vaccine
[1] コロナウィルス
[1] 民主党
[1] 郵送投票
[1] 選挙詐欺

Top Hashtags in Tweet in G10:
[10] lssc
[1] covid19
[1] evangelicals

Top Words
Top Words in Tweet in Entire Graph:
[7090] covid
[6987] 19
[760] vaccine
[725] cases
[618] more
[554] people
[511] pfizer
[491] #covid19
[421] #covid_19
[382] pandemic

Top Words in Tweet in G1:
[1066] covid
[1064] 19
[95] dan
[93] vaccine
[86] #covid19
[80] cases
[72] #covid_19
[66] 2020
[66] pandemi
[63] yang

Top Words in Tweet in G2:
[186] covid
[185] 19
[159] cnn
[68] vaccine
[60] pfizer
[57] president
[51] scientists
[51] turkish
[51] couple
[48] developed

Top Words in Tweet in G3:
[139] joebiden
[137] covid
[136] 19
[76] kamalaharris
[66] re
[61] transition
[60] board
[59] advisory
[50] ready
[46] health

Top Words in Tweet in G4:
[108] covid
[92] 19
[56] क
[33] र
[33] bihar
[32] स
[31] world
[30] drericding
[29] त
[29] leaders

Top Words in Tweet in G5:
[133] 19
[132] covid
[74] business
[50] vaccine
[48] people
[34] bw
[33] possible
[33] vaccinated
[33] still
[33] carry

Top Words in Tweet in G6:
[64] 19
[63] covid
[53] realdonaldtrump
[23] people
[16] vaccine
[15] president
[14] trump
[9] biden
[9] obama
[8] more

Top Words in Tweet in G7:
[112] covid
[112] 19
[84] mmpadellan
[76] trump
[64] people
[64] helped
[63] severe
[63] legal
[63] penalties
[63] admin

Top Words in Tweet in G8:
[85] covid
[82] 19
[31] cases
[31] today
[26] outbreak
[23] reported
[21] 144
[20] 305
[17] parents
[16] kicked

Top Words in Tweet in G9:
[66] covid
[64] 19
[46] contra
[41] medicamento
[39] primer
[38] específicamente
[38] coronavirus
[37] hecho
[36] el_pais
[16] ajenglish

Top Words in Tweet in G10:
[83] latimes
[77] person
[75] one
[75] coronavirus
[74] encounter
[74] infected
[72] ll
[71] go
[71] bar
[71] denver

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6777] covid,19
[450] 19,vaccine
[358] 19,cases
[189] 19,pandemic
[167] due,covid
[155] 19,patients
[154] contra,covid
[138] pfizer,biontech
[130] positive,covid
[110] public,health

Top Word Pairs in Tweet in G1:
[1032] covid,19
[48] pandemi,covid
[43] 19,cases
[42] 19,vaccine
[34] protokol,kesehatan
[30] during,covid
[19] due,covid
[18] 19,pandemic
[17] penyebaran,covid
[17] contra,covid

Top Word Pairs in Tweet in G2:
[184] covid,19
[65] 19,vaccine
[48] scientists,developed
[48] developed,pfizer
[48] pfizer,biontech
[48] biontech,covid
[48] vaccine,turkish
[48] turkish,german
[48] german,power
[48] power,couple

Top Word Pairs in Tweet in G3:
[136] covid,19
[59] 19,transition
[59] transition,advisory
[59] advisory,board
[43] board,comprised
[43] comprised,distinguished
[43] distinguished,public
[43] public,health
[41] re,ready
[37] 19,under

Top Word Pairs in Tweet in G4:
[91] covid,19
[29] world,leaders
[29] leaders,narendramodi's
[21] 19,crushed
[21] crushed,approval
[21] approval,ratings
[21] ratings,world
[21] narendramodi's,bihar
[21] bihar,elections
[21] elections,show

Top Word Pairs in Tweet in G5:
[131] covid,19
[38] 19,vaccine
[33] possible,people
[33] people,vaccinated
[33] vaccinated,still
[33] still,carry
[33] carry,spread
[33] spread,covid
[33] 19,bw
[31] business,possible

Top Word Pairs in Tweet in G6:
[60] covid,19
[13] 19,vaccine
[8] realdonaldtrump,us_fda
[6] 90,effective
[6] president,obama
[4] 19,deaths
[4] realdonaldtrump,covid
[4] way',dr
[4] dr,fauci
[4] fauci,hopeful

Top Word Pairs in Tweet in G7:
[112] covid,19
[63] severe,legal
[63] legal,penalties
[63] penalties,people
[63] people,helped
[63] helped,trump
[63] trump,admin
[63] admin,gaslight
[63] gaslight,covid
[62] mmpadellan,severe

Top Word Pairs in Tweet in G8:
[82] covid,19
[20] 19,cases
[20] 144,305
[16] kicked,amid
[16] amid,white
[16] white,house
[16] house,covid
[16] 19,outbreak
[16] outbreak,#ivanka
[16] #ivanka,#kushner

Top Word Pairs in Tweet in G9:
[64] covid,19
[38] primer,medicamento
[37] medicamento,hecho
[37] hecho,específicamente
[37] específicamente,contra
[37] contra,coronavirus
[33] el_pais,primer
[9] german,student
[9] student,participated
[9] participated,phase

Top Word Pairs in Tweet in G10:
[72] ll,encounter
[72] encounter,one
[72] one,person
[72] person,infected
[72] infected,coronavirus
[71] coronavirus,go
[71] go,bar
[71] bar,denver
[68] latimes,ll
[29] covid,19

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@mtgreenee
@humaspolres_bjn
@nygovcuomo
@hlgatell
@jkenney
@reuters
@rahulgandhi
@yednetworkke
@swatlashoover

Top Replied-To in G2:
@cnn

Top Replied-To in G3:
@joebiden
@jlandiscfb
@olivierveran
@emmanuelmacron
@barbarapompili

Top Replied-To in G4:
@drericding
@williamyang120
@cbseveningnews
@narendramodi

Top Replied-To in G5:
@business
@detikcom

Top Replied-To in G6:
@realdonaldtrump
@kayleighmcenany
@babak_pahlavi
@washing29560955
@davidmweissman
@erictrump
@dollforgoddess
@kelekas
@mikel_jollett
@geralds_bucket

Top Replied-To in G8:
@jkenney
@kylegriffin1
@canadiandivadi

Top Replied-To in G9:
@greta

Top Replied-To in G10:
@steventdennis

Top Mentioned
Top Mentioned in Entire Graph:
@cnn
@joebiden
@mmpadellan
@latimes
@khanumarfa
@kamalaharris
@business
@narendramodi
@reuters
@upsystem

Top Mentioned in G1:
@retweetedart
@kyrgyztoday
@stigmabase
@brandmarkespana
@t_winnett
@j1966c
@tribunnews

Top Mentioned in G2:
@cnn
@jamesfloveiv
@time
@kaitlancollins
@bbcbreaking
@jairo_i_funez
@nouriel
@designboom
@kamalaharris
@nbarrowman

Top Mentioned in G3:
@joebiden
@kamalaharris
@justintrudeau
@nenshi
@deaceproducer
@olivierveran
@donaldducket
@ameli_actu
@emmanuelmacron
@bradsmi

Top Mentioned in G4:
@narendramodi
@who
@drericding
@ericbellmanwsj
@mohfw_india
@drtedros
@chelseaclinton
@cbseveningnews
@mygovindia
@depthealthres

Top Mentioned in G5:
@business
@bw
@skynews
@detikcom
@ebruerbaylab
@detikhealth
@slate
@dailymirror
@chinadaily
@thenautilusmv

Top Mentioned in G6:
@realdonaldtrump
@us_fda
@joebiden
@eugenegu
@nowthisnews
@scaramucci
@nancygower
@kayleighmcenany
@lrihendry
@loudobbs

Top Mentioned in G7:
@mmpadellan
@richardmarx
@axios
@bright8694
@unrefugees
@ossoff
@heb
@bjsm_bmj
@msnbc
@reformaustin

Top Mentioned in G8:
@mog7546
@alivelshi
@jkenney
@cbcjanjohnston
@kylegriffin1
@rachelnotley
@motherjones
@cbcnewsbc
@premierscottmoe
@abc7chicago

Top Mentioned in G9:
@el_pais
@ajenglish
@dwnews
@denisemaerker
@uninoticias
@cdcdirector
@cdcgov
@ntelevisa_com
@harumutasa
@kayakbassmafia

Top Mentioned in G10:
@latimes
@colbertlateshow
@joshuasweitz
@deborahnetburn
@covid19riskusa
@margotroosevelt
@jaclyncosgrove
@steventdennis
@davidlaz
@urbanclio

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@pulpnews
@zazoomblog
@missb62
@extravzla
@cryptotraderpro
@contrapuntovzla
@gocoo_59

Top Tweeters in G1:
@pulpnews
@zazoomblog
@cryptotraderpro
@contrapuntovzla
@easy_branches
@postematico
@okezonenews
@multigaceta
@supertrinos
@republikaonline

Top Tweeters in G2:
@thegaychel
@areck0001
@ansisegle
@time
@girlwonder3
@iamsophianelson
@cnn
@thack86
@ohsofrieda
@catikins9

Top Tweeters in G3:
@globalissuesweb
@deifrankone
@sweetheart8302
@satnettv
@vickijo54203063
@daniel_anyanate
@karendevine84
@lplzydeco
@jaszyjaszx3
@rp4democrats

Top Tweeters in G4:
@parthpa07241800
@dev_discourse
@rakesh25182
@visaradah
@suehdemocrat
@joaquin_phi
@pib_india
@mondiablue
@bjp4india
@makarov__

Top Tweeters in G5:
@detikcom
@rachel_mcrea
@dailymirror
@business
@al_maldives
@slate
@amb0306
@skynews
@blackpink828
@zeenewsenglish

Top Tweeters in G6:
@jjauthor
@gregmroscoe
@siaayrom
@foxnews
@lrihendry
@alexaadams12
@news4sa
@davidmweissman
@nancygower
@audrakat

Top Tweeters in G7:
@sallyagale
@letsroc137
@traceyfromcali
@nbcla
@nancysa45944060
@soapdemon34
@vlgarza2u
@oscura56
@akerkathi
@longley321

Top Tweeters in G8:
@mog7546
@solomankarl
@cangal_39
@rralstonagile
@bizneznuna
@wavetop
@abc7chicago
@motherjones
@mes200000
@cbcnewsbc

Top Tweeters in G9:
@pedrocantue
@ntelevisa_com
@el_pais
@viralvideovlogs
@aristeguionline
@dwnews
@uninoticias
@ideasusadas
@ajenglish
@pablo_coyote

Top Tweeters in G10:
@pppatticake
@sevenbowie
@flightbomb
@latimes
@s3git9
@princss6
@anniesage
@spennington33
@mabbycrankyp
@cloreenbacnskin