COVID-19, Twitter, 12/17/2021 9:45:15 AM, 268486
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COVID-19_2021-12-17_00-00-01.xlsx
COVID-19_2021-12-17_00-00-01.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
December 17, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/3e1vhiA
@cholevovo
@skynews
@goalnews
@nizaarkinsella
@denisstingl
@lci
@ecdc_eu
@borisjohnson
@who
@reuters

Top hashtags:
#covid_19
#covid19
#covid
#omicron
#kiitleads
#theawardsasia
#kiit
#the
#coronavirus
#15dic

Description:
Description
The graph represents a network of 10,369 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 Friday, 17 December 2021 at 08:26 UTC.

The requested start date was Friday, 17 December 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 2-day, 0-hour, 4-minute period from Tuesday, 14 December 2021 at 12:13 UTC to Thursday, 16 December 2021 at 12:17 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 : 10369
Unique Edges : 5405
Edges With Duplicates : 11773
Total Edges : 17178
Number of Edge Types : 5
Retweet : 5311
MentionsInRetweet : 5950
Replies to : 441
Tweet : 3517
Mentions : 1959
Self-Loops : 3555
Reciprocated Vertex Pair Ratio : 0.00542997853264301
Reciprocated Edge Ratio : 0.0108013062044712
Connected Components : 3236
Single-Vertex Connected Components : 1246
Maximum Vertices in a Connected Component : 1529
Maximum Edges in a Connected Component : 3481
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 10.065667
Graph Density : 7.40611259344985E-05
Modularity : 0.543335
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,369 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 Friday, 17 December 2021 at 08:26 UTC.

The requested start date was Friday, 17 December 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 2-day, 0-hour, 4-minute period from Tuesday, 14 December 2021 at 12:13 UTC to Thursday, 16 December 2021 at 12:17 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:
[60] https://www.straitstimes.com/asia/east-asia/sinovac-shot-offers-inadequate-shield-from-covid-19-variant-omicron-says-hk-study
[51] https://timesofindia.indiatimes.com/city/bhubaneswar/covid-19-pandemic-kiit-kiss-rise-to-the-occasion/articleshow/75534176.cms
[25] https://theathletic.com/news/leicester-vs-spurs-postponed-amidst-ongoing-covid-19-outbreak/FHoZUFanHvaI/
[21] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/
[18] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-booster-vaccine/
[17] https://www.businessinsider.com/lawmakers-bought-sold-covid-19-related-stocks-during-pandemic-2021-12
[11] https://news.sky.com/story/covid-19-queen-cancels-traditional-pre-christmas-lunch-with-family-12497260
[11] https://www.cnbc.com/2021/12/14/kroger-to-eliminate-some-covid-19-benefits-for-unvaccinated-employees-wsj-reports-.html?utm_content=Main&utm_medium=Social&utm_source=Twitter#Echobox=1639497159
[10] https://www.dailymail.co.uk/news/article-10313053/Covid-19-UK-Wuhan-lab-leak-likely-origin-Covid-MPs-told.html?ito=social-twitter_mailonline
[10] https://news.sky.com/story/covid-19-british-tourists-to-be-banned-from-france-amid-rise-in-omicron-cases-12497105

Top URLs in Tweet in G1:
[33] https://timesofindia.indiatimes.com/city/bhubaneswar/covid-19-pandemic-kiit-kiss-rise-to-the-occasion/articleshow/75534176.cms
[8] https://robisearch.com/pos-4-pos-point-of-sale/
[7] https://www.foxnews.com/us/california-paramedics-cardiac-arrest-leave-covid
[4] https://www.cnn.com/2021/12/14/health/pfizer-paxlovid-pills-covid-treatment/index.html
[4] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/
[4] https://books2read.com/u/3R61rj
[4] https://bylinetimes.com/2021/07/23/australias-covid-calamity-and-the-shock-jocks-feeding-it/
[3] https://www.investing.com/news/stock-market-news/pfizer-says-covid19-pill-near-90-effective-in-final-analysis-2710907?utm_source=dlvr.it&utm_medium=twitter
[3] https://kerjha.com/pemulihan-ekonomi-indonesia-dari-pandemi-lebih-cepat-dibanding-krisis-1997-1998/
[3] https://biomedres01.blogspot.com/

Top URLs in Tweet in G2:
[8] https://www.bfmtv.com/sante/covid-19-l-anses-appelle-a-eviter-l-utilisation-de-masques-ffp2-contenant-du-graphene_AD-202112130580.html
[5] https://www.zerohedge.com/covid-19/twitter-punish-users-who-claim-vaccinated-individuals-can-still-spread-covid-19
[4] https://www.bfmtv.com/sante/covid-19-7-parents-sur-10-opposes-a-la-vaccination-de-leur-enfant_AN-202112160120.html
[3] https://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/direct-covid-19-le-variant-omicron-pourrait-etre-dominant-en-europe-d-ici-mi-janvier_4881773.html
[3] https://www.lci.fr/sante/covid-19-france-corornavirus-pandemie-plus-de-63-400-nouveaux-cas-en-24h-record-de-la-cinquieme-vague-2204594.html?utm_medium=Social&utm_source=Twitter&Echobox=1639514048-1#xtor=CS5-113
[3] https://www.bfmtv.com/sante/covid-19-gabriel-attal-prevoir-4000-patients-en-reanimation-autour-des-fetes_AD-202112150264.html
[3] https://www.zerohedge.com/covid-19/new-zealand-approves-orgies-25-people-part-new-covid-rules
[3] https://www.zerohedge.com/covid-19/norway-ban-serving-alcohol-bars-curb-omicron-outbreak
[2] https://www.bfmtv.com/international/asie/chine/covid-19-un-premier-cas-du-variant-omicron-detecte-en-chine_AD-202112130362.html
[2] https://www.bfmtv.com/sante/variant-omicron-vers-une-sixieme-vague-de-covid-19-en-janvier_AV-202112130350.html

Top URLs in Tweet in G3:
[8] https://trib.al/HY2euOr
[5] https://time.com/6128538/covid-risk-decisions/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=health_covid-19&linkId=144526448
[5] https://apnews.com/article/coronavirus-pandemic-entertainment-business-health-public-health-4997be1bcf591fe8b7f1f90d16c9321e
[3] https://trib.al/cYzMRb4
[2] https://trib.al/AEI7CJ8
[2] https://trib.al/RSuxaYd
[2] https://apnews.com/article/coronavirus-pandemic-science-health-lifestyle-animals-c4cd49b1aac1e7a3aaa7ffdef9ad9be8
[2] https://time.com/6128506/omicron-covid-19-how-to-fight/
[2] https://trib.al/w9043xS
[2] https://citizen.digital/entertainment/rapper-doja-cat-tests-positive-for-covid-19-again-n288734

Top URLs in Tweet in G4:
[9] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-booster-vaccine/
[6] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/
[4] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/
[3] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/book-coronavirus-vaccination/
[2] https://www.theguardian.com/music/2021/dec/14/billie-eilish-i-would-have-died-from-covid-19-if-i-hadnt-been-vaccinated?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1639473954
[1] http://nhs.uk/covidvaccination
[1] https://www.nhs.uk/conditions/coronavirus-covid-19/testing/regular-rapid-coronavirus-tests-if-you-do-not-have-symptoms/
[1] https://twitter.com/i/broadcasts/1YpKkZaYpbjxj
[1] https://news.sky.com/story/covid-19-british-tourists-to-be-banned-from-france-amid-rise-in-omicron-cases-12497105
[1] https://bit.ly/3z4tGAp

Top URLs in Tweet in G5:
[5] https://www.reuters.com/world/uk/some-british-hospitals-struggle-with-staff-shortages-due-covid-19-2021-12-16/?taid=61bb27ef4bd3090001f159a8&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[5] https://www.reuters.com/business/healthcare-pharmaceuticals/covid-19-vaccines-may-be-less-effective-against-omicron-who-2021-12-15/?taid=61b9cf674bd3090001f113f1&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://news.sky.com/story/covid-19-boris-johnson-over-reacting-to-omicron-and-creating-hysteria-south-african-doctor-dr-angelique-coetzee-says-12495876
[3] https://www.lapresse.ca/covid-19/2021-12-16/troisieme-dose-pour-les-adultes/l-ontario-va-de-l-avant-quebec-attend.php
[3] https://www.cbsnews.com/news/covid-19-california-new-york-reinstituting-indoor-mask-mandate/?ftag=CNM-00-10aab7e&linkId=144236030
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/sanofi-gsk-announce-positive-booster-data-their-covid-19-vaccine-candidate-2021-12-15/?taid=61b9ce3a4bd3090001f113ab&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://trib.al/mq3mW39
[2] https://www.lapresse.ca/covid-19/2021-12-15/variant-omicron/de-nouvelles-donnees-inquietent-des-experts.php?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.cbsnews.com/news/covid-19-omicron-variant-nfl-nba-nhl-pro-sports-big-covid-hit/?ftag=CNM-00-10aab7e&linkId=144383115
[2] https://www.forbes.com/sites/judystone/2021/12/14/lets-admit-that-covid-19-is-airborne---how-can-you-protect-yourself/

Top URLs in Tweet in G6:
[3] https://www.abc.net.au/news/2021-12-16/victorian-premier-daniel-andrews-isolation-covid-exposure/100707446
[2] https://www.businessinsider.com/lawmakers-bought-sold-covid-19-related-stocks-during-pandemic-2021-12
[1] https://www.abc.net.au/news/2021-12-16/victorian-premier-daniel-andrews-isolation-covid-exposure/100707446?utm_campaign=abc_news_web&utm_content=twitter&utm_medium=content_shared&utm_source=abc_news_web
[1] https://twitter.com/i/broadcasts/1YpKkZaYpbjxj
[1] https://thehill.com/policy/healthcare/581322-documents-reveal-new-details-of-trump-political-interference-in-covid
[1] https://www.linkedin.com/feed/update/urn:li:activity:6876112523750449152
[1] https://www.forbes.com/sites/williamhaseltine/2020/07/31/new-evidence-suggests-young-children-spread-covid-19-more-efficiently-than-adults/?sh=3127366319fd
[1] https://www.abc.net.au/news/2021-12-15/nsw-covid-19-infections-reach-three-month-high-1360-new-cases/100700866?utm_campaign=abc_news_web&utm_content=twitter&utm_medium=content_shared&utm_source=abc_news_web

Top URLs in Tweet in G8:
[9] https://www.newindianexpress.com/opinions/2021/jun/30/how-to-prevent-a-third-wave-of-covid-19-2323222.html
[2] https://www.rebelnews.com/interview_unvaccinated_nurse_fired_for_refusing_to_get_covid_19_jabs
[2] https://www.mhlw.go.jp/stf/covid-19/vaccine.html
[1] https://namelyliberty.com/7-year-old-girl-has-stroke-and-brain-hemorrhage-7-days-after-pfizer-covid-19-shot/
[1] https://medicalkidnap.com/2021/12/02/sudden-deaths-of-children-under-the-age-of-12-start-surfacing-after-covid-19-shots-approved-for-this-age-group/
[1] https://rumble.com/vqi8ri-this-is-the-largest-experiment-performed-on-human-beings-in-the-history-of-.html
[1] https://www.ahajournals.org/doi/10.1161/CIRCULATIONAHA.121.056583?cookieSet=1
[1] https://www.wsj.com/articles/some-hospitals-drop-covid-19-vaccine-mandates-to-ease-labor-shortages-11639396806
[1] https://www.nature.com/articles/s41591-021-01630-0
[1] https://www.washingtonexaminer.com/news/cdc-link-covid-vaccine-heart-inflammation

Top URLs in Tweet in G9:
[1] https://www.health.nsw.gov.au/Infectious/covid-19/vaccine/Pages/default.aspx
[1] https://www.muhealth.org/our-stories/scary-reports-deaths-following-covid-19-vaccination-arent-what-they-seem

Top URLs in Tweet in G10:
[5] https://www.si.com/soccer/chelsea/news/report-three-chelsea-players-test-positive-for-covid-19-ahead-of-everton-clash
[1] https://www.goal.com/en-gb/news/chelsea-covid-19-crisis-three-first-team-stars-test-positive/blt58472c11257b43dd

Top Domains
Top Domains in Tweet in Entire Graph:
[223] twitter.com
[96] nhs.uk
[79] co.uk
[75] gov.uk
[68] sky.com
[65] straitstimes.com
[61] indiatimes.com
[58] bit.ly
[49] trib.al
[43] reuters.com

Top Domains in Tweet in G1:
[71] twitter.com
[37] indiatimes.com
[32] co.uk
[21] nhs.uk
[16] sky.com
[14] com.br
[14] cnn.com
[13] gov.uk
[11] youtube.com
[10] reuters.com

Top Domains in Tweet in G2:
[27] bfmtv.com
[13] zerohedge.com
[6] leparisien.fr
[5] francetvinfo.fr
[4] lci.fr
[4] europa.eu
[2] ladepeche.fr
[2] lefigaro.fr
[2] pharmaceutical-journal.com
[2] rt.com

Top Domains in Tweet in G3:
[25] trib.al
[15] cnn.it
[7] abcn.ws
[7] time.com
[7] apnews.com
[2] washingtonpost.com
[2] citizen.digital
[2] cnn.com
[1] wsj.com
[1] nyti.ms

Top Domains in Tweet in G4:
[27] nhs.uk
[5] twitter.com
[3] gov.uk
[2] bit.ly
[2] theguardian.com
[1] sky.com
[1] co.uk
[1] co.nz
[1] buff.ly

Top Domains in Tweet in G5:
[15] reuters.com
[5] lapresse.ca
[5] cbsnews.com
[4] reut.rs
[4] trib.al
[4] forbes.com
[4] sky.com
[2] bloomberg.com
[1] wapo.st
[1] thejakartapost.com

Top Domains in Tweet in G6:
[5] net.au
[2] businessinsider.com
[1] twitter.com
[1] thehill.com
[1] linkedin.com
[1] forbes.com

Top Domains in Tweet in G8:
[9] newindianexpress.com
[2] rebelnews.com
[2] go.jp
[1] namelyliberty.com
[1] medicalkidnap.com
[1] rumble.com
[1] ahajournals.org
[1] wsj.com
[1] nature.com
[1] washingtonexaminer.com

Top Domains in Tweet in G9:
[1] gov.au
[1] muhealth.org

Top Domains in Tweet in G10:
[5] si.com
[1] goal.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[533] covid_19
[380] covid19
[144] covid
[113] omicron
[99] kiitleads
[65] theawardsasia
[63] kiit
[61] the
[51] coronavirus
[50] 15dic



Top Hashtags in Tweet in G1:
[137] covid_19
[67] covid19
[65] kiitleads
[34] theawardsasia
[34] covid
[32] kiit
[32] the
[26] coronavirus
[21] omicron
[15] freetherats

Top Hashtags in Tweet in G2:
[35] covid19
[13] covid_19
[7] noël
[5] omicron
[4] ivermectine
[4] nvax
[4] novavax
[4] coronavirus
[4] booster
[3] colmar

Top Hashtags in Tweet in G3:
[1] covid
[1] covid19
[1] covid_19
[1] covidbooster
[1] omicronvariant
[1] omicronvirus
[1] covidvariant

Top Hashtags in Tweet in G4:
[16] covid19
[13] covid_19
[10] getboostednow
[7] covidvaccination
[5] covid
[4] getboosted
[3] omicron
[3] omicronvariant
[3] omricon
[3] nhs

Top Hashtags in Tweet in G5:
[5] covid19
[2] airborne
[2] chine
[1] greatreboot
[1] jakpost
[1] vaccination
[1] onpoli
[1] qcpoli
[1] forthemany
[1] mycountryrightorwrong

Top Hashtags in Tweet in G6:
[2] omicron
[2] covid
[2] london
[2] theworld
[2] covid19
[1] vaccinemandate
[1] sarscov2

Top Hashtags in Tweet in G7:
[1] 카이버블
[1] 종인버블

Top Hashtags in Tweet in G8:
[2] 元気
[2] ありがとうございます
[2] informedconsent2
[1] advocacylifeline
[1] children
[1] vaccine
[1] covid_19

Top Hashtags in Tweet in G10:
[16] chelsea
[2] cfc
[2] covid_19
[1] pl
[1] poroshalangid

Top Words
Top Words in Tweet in Entire Graph:
[6966] covid
[6627] 19
[710] omicron
[588] vaccine
[541] more
[533] #covid_19
[416] cases
[415] pandemic
[410] pfizer
[402] people

Top Words in Tweet in G1:
[1093] covid
[1038] 19
[137] #covid_19
[106] pandemic
[102] omicron
[94] vaccine
[83] during
[77] more
[71] leadership
[70] year

Top Words in Tweet in G2:
[111] covid
[103] 19
[67] pfizer
[67] même
[63] délivrance
[63] d'ivermectine
[63] d'antibios
[63] empêchée
[63] parce
[63] accord

Top Words in Tweet in G3:
[205] covid
[203] 19
[67] pfizer
[49] abc
[47] pill
[45] experimental
[39] variant
[39] omicron
[38] against
[36] ap

Top Words in Tweet in G4:
[99] covid
[71] 19
[55] booster
[50] book
[47] over
[40] more
[35] nhs
[34] vaccine
[24] second
[23] 18

Top Words in Tweet in G5:
[109] covid
[105] 19
[41] risk
[34] less
[33] reuters
[33] omicron
[29] pill
[26] breaking
[25] pfizer
[24] against

Top Words in Tweet in G6:
[111] covid
[86] 19
[63] rbreich
[59] 000
[58] deaths
[57] 800
[36] companies
[35] pandemic
[35] raged
[35] country

Top Words in Tweet in G7:
[125] covid
[125] 19
[101] hard
[98] members
[98] know
[98] fans
[98] time
[98] met
[87] having
[87] wasn

Top Words in Tweet in G8:
[99] covid
[79] 19
[70] rwmalonemd
[53] vaccination
[52] myocarditis
[48] clinically
[48] suspected
[48] temporally
[48] related
[48] adolescents

Top Words in Tweet in G9:
[6] variant
[5] vaccines
[3] booster
[3] work
[3] protect
[3] people
[3] against
[3] omicron
[3] currently
[3] need

Top Words in Tweet in G10:
[109] covid
[98] positive
[83] three
[76] players
[75] 19
[71] more
[63] chelsea
[62] test
[43] kovacic
[43] isolating

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6433] covid,19
[311] positive,covid
[279] 19,vaccine
[257] contra,covid
[203] omicron,variant
[192] tested,positive
[176] 19,cases
[173] 19,vaccines
[171] 19,vaccination
[138] 19,pandemic

Top Word Pairs in Tweet in G1:
[1012] covid,19
[66] leadership,management
[51] contra,covid
[50] 19,vaccine
[49] 19,pandemic
[41] during,covid
[34] award,kiit
[34] kiit,come
[34] come,rescue
[34] rescue,needy

Top Word Pairs in Tweet in G2:
[103] covid,19
[63] délivrance,d'ivermectine
[63] d'ivermectine,d'antibios
[63] d'antibios,empêchée
[63] empêchée,parce
[63] parce,accord
[63] accord,conclu
[63] conclu,ue
[63] ue,pfizer
[63] pfizer,stipule

Top Word Pairs in Tweet in G3:
[203] covid,19
[45] experimental,covid
[45] 19,pill
[37] omicron,variant
[28] pfizer,experimental
[28] pill,appears
[28] appears,effective
[28] effective,against
[28] against,omicron
[28] variant,company

Top Word Pairs in Tweet in G4:
[68] covid,19
[28] 19,booster
[21] 18,over
[21] covid,pass
[19] second,dose
[18] book,covid
[16] booster,vaccine
[16] months,ago
[15] protection,against
[15] over,second

Top Word Pairs in Tweet in G5:
[105] covid,19
[21] 19,vaccines
[21] pfizer,covid
[20] breaking,news
[20] news,pfizer
[20] 19,antiviral
[20] antiviral,pill
[20] pill,cuts
[20] cuts,risk
[20] risk,hospitalisation

Top Word Pairs in Tweet in G6:
[84] covid,19
[57] 800,000
[35] pandemic,raged
[35] raged,country
[35] country,75
[35] 75,lawmakers
[35] lawmakers,bought
[35] bought,sold
[35] sold,stock
[35] stock,companies

Top Word Pairs in Tweet in G7:
[125] covid,19
[98] members,know
[98] hard,time
[87] know,fans
[87] fans,having
[87] having,hard
[87] time,wasn
[87] wasn,covid
[87] 19,ve
[87] ve,met

Top Word Pairs in Tweet in G8:
[79] covid,19
[51] 19,vaccination
[48] clinically,suspected
[48] suspected,myocarditis
[48] myocarditis,temporally
[48] temporally,related
[48] related,covid
[48] vaccination,adolescents
[48] adolescents,young
[48] young,adults

Top Word Pairs in Tweet in G9:
[3] booster,vaccines
[3] vaccines,work
[3] work,protect
[3] protect,people
[3] people,against
[3] against,omicron
[3] omicron,variant
[3] variant,currently
[3] currently,need
[3] need,variant

Top Word Pairs in Tweet in G10:
[98] positive,covid
[71] three,more
[70] covid,19
[62] players,test
[62] test,positive
[57] more,players
[47] chelsea,three
[33] covid,top
[33] top,kovacic
[33] kovacic,knew

Top Replied-To
Top Replied-To in Entire Graph:
@nytimes
@ikrzystyniak
@robertkennedyjr
@bfmtv
@washingtonpost
@abc
@time
@crash211
@borisjohnson
@cnews

Top Replied-To in G2:
@bfmtv
@cnews
@martinblachier
@f_philippot
@boutaour
@sylviane_hardy
@ivanrioufol
@vaccineeetlibre
@kingtara12
@sebou_net

Top Replied-To in G3:
@nytimes
@time
@abc
@washingtonpost
@ally_sammarco
@cnn
@npr
@newsweek
@nbcnews
@donwinslow

Top Replied-To in G4:
@borisjohnson
@cmo_england
@steveodare
@lnewthirdshot
@peston
@matteh_woo
@w0rldk
@macmeonly

Top Replied-To in G5:
@lizannsonders
@financialtimes
@reuters
@talkradio

Top Replied-To in G6:
@jcubon
@potus
@sandibachom
@olarosling
@abcnews

Top Replied-To in G8:
@robertkennedyjr
@terryess

Top Replied-To in G9:
@wjack76995
@ogilville1

Top Mentioned
Top Mentioned in Entire Graph:
@zkdlindaily
@rwmalonemd
@rbreich
@dreslincourt
@manopsi
@jujuliagrace
@healthinsider
@jokowi
@anacabrera
@nizaarkinsella

Top Mentioned in G1:
@mamatoronto
@cpeajeii
@siccovanhoegee
@amelhede
@radiotupi
@su_sachy
@varginha_online
@valdescabb
@liberalcastilla

Top Mentioned in G2:
@dreslincourt
@bfmtv
@lci
@medic4allhuman
@ecdc_eu
@acpoisson
@franceinfo
@eucouncil
@zerohedge
@vonderleyen

Top Mentioned in G3:
@abc
@ap
@cnn
@cnnbrk
@time
@gyamey
@billhanage
@tomtom_m
@citizentvkenya
@cnni

Top Mentioned in G4:
@borisjohnson
@nhsuk
@dhscgovuk
@sajidjavid
@ccs_nhst
@cmo_england
@nhsengland
@cabinetofficeuk
@10downingstreet
@covidjusticeuk

Top Mentioned in G5:
@reuters
@financialtimes
@vicleungiddoc
@joebiden
@washingtonpost
@forbes
@business
@jakpost
@michaelmina_lab
@arianekrol

Top Mentioned in G6:
@rbreich
@potus
@abcnews
@bradhazzard
@lawrenceyoung11
@bevvo14
@borisjohnson
@fpwellman
@thlorg
@thlresearch

Top Mentioned in G7:
@zkdlindaily
@kaiburbuja
@squishylilbear
@jhaaa_loeyyy
@kaijongdls

Top Mentioned in G8:
@rwmalonemd
@jamesmelville
@zaikojouhou
@gabinjean3
@progressivetrut
@robertkennedyjr
@nvicadvocacy
@superlazy6
@rebelnews_ca
@spit___bubbles

Top Mentioned in G9:
@nowthisnews
@mcfunny
@andylumm
@kathmarval
@wendyorent
@moy_barry
@chris_f_carson
@frugalsues
@bebert701
@oceanatemyphone

Top Mentioned in G10:
@nizaarkinsella
@absolutechelsea
@siphillipssport
@drayy09
@goalnews
@footballlforall
@telegraphducker
@100_bluesfr
@mnbr_cfc
@redzuannewsmpb

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@ja8yum
@kakusan_rt
@tomthunkitsmind
@animalsholbox
@el_cooperante
@sectest9
@threadreaderapp
@ptjasamarga

Top Tweeters in G1:
@ptjasamarga
@infoapuntes
@afropages
@portaldiarioar
@zyitegadgets
@newsoneplace
@andyvermaut
@elpoliticonews
@diariocontraste
@prpnews

Top Tweeters in G2:
@bfmtv
@le_parisien
@ngourd
@zerohedge
@afpfr
@delalande72
@livemint
@philippecombaut
@franceinfo
@sarah41659531

Top Tweeters in G3:
@robre62
@rodolfoxoliz
@govkhan
@_silversmith
@tusk8rman
@joekoffee
@dsochoa
@purplegarter1
@citizentvkenya
@wsbtv

Top Tweeters in G4:
@roblwilson
@wadakashiho
@guardian
@waterworxuk
@evolvedpeasant
@bbcworld
@vivjones10
@jenkinsjacky
@meenakumari999
@bjcruickshank

Top Tweeters in G5:
@tradermarcocost
@world_news_eng
@theresamax
@reuters
@business
@ami_tvdfan
@ovie52009
@washingtonpost
@forbes
@cbsnews

Top Tweeters in G6:
@monicasloves
@debsomewhere
@pauldramone
@itsweezie
@abcnews
@sandibachom
@latercomer_1
@nm_che56
@tinresistagain
@vikkik88

Top Tweeters in G7:
@zkdlkaikai
@tiara_0114_kai
@rb_kjikms
@dancernini
@moonswfs
@jingtp114
@baekmagic
@loeyslugg
@nanarahloey
@_blossommebh

Top Tweeters in G8:
@manu_k_tala
@pjpaton
@barryjwoods
@sdrkseid
@gzcvrtf8odqihql
@dianabardsley
@ayurbea
@gailmggmg
@acvmjiqtugk6q0y
@may_j278094

Top Tweeters in G9:
@adevotedyogi
@_mamadeb
@nowthisnews
@tony__heller
@monstercoyliar
@kath2cats
@wjack76995
@jsaholmes
@laurieworby
@mcfunny

Top Tweeters in G10:
@moshoukri
@ajoseadeniyi1
@royal_ryder
@kvng_baff
@ebo_pedrito
@ahmnorman
@izoodin
@adrizamri
@goalnews
@jertynooo


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