COVID, Twitter, 12/5/2021 12:59:18 PM, 267607


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COVID_2021-12-05_00-44-17.xlsx
COVID_2021-12-05_00-44-17.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 05, 2021
Short Description:
COVID via NodeXL https://bit.ly/3ErNVf4
@stephenmoore
@realcandaceo
@sajidjavid
@jamesmelville
@tempertonalan
@ollysmithtravel
@bluenaan
@suecresswell01
@youtube
@realbrianmeaney

Top hashtags:
#covid19
#covid
#omicron
#covid_19
#bırakınyaşasınlar
#coronavirus

Description:
Description
The graph represents a network of 11,980 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, 05 December 2021 at 09:02 UTC.

The requested start date was Sunday, 05 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, 1-minute period from Wednesday, 01 December 2021 at 12:18 UTC to Friday, 03 December 2021 at 12:19 UTC.

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

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

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 11980
Unique Edges : 6719
Edges With Duplicates : 12127
Total Edges : 18846
Number of Edge Types : 5
Retweet : 5427
MentionsInRetweet : 6138
Tweet : 3505
Mentions : 2780
Replies to : 996
Self-Loops : 3565
Reciprocated Vertex Pair Ratio : 0.0050063911376225
Reciprocated Edge Ratio : 0.00996290408055114
Connected Components : 3599
Single-Vertex Connected Components : 946
Maximum Vertices in a Connected Component : 777
Maximum Edges in a Connected Component : 1681
Maximum Geodesic Distance (Diameter) : 40
Average Geodesic Distance : 13.399527
Graph Density : 6.57452712530735E-05
Modularity : 0.57752
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 11,980 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, 05 December 2021 at 09:02 UTC.

The requested start date was Sunday, 05 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, 1-minute period from Wednesday, 01 December 2021 at 12:18 UTC to Friday, 03 December 2021 at 12:19 UTC.

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

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

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

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[24] https://www.gov.uk/government/publications/myocarditis-and-pericarditis-after-covid-19-vaccination/myocarditis-and-pericarditis-after-covid-19-vaccination-guidance-for-healthcare-professionals
[18] https://www.nature.com/articles/s42003-021-02866-9
[15] https://www.jpost.com/health-and-wellness/coronavirus/covid-1st-data-about-vaccine-efficacy-against-omicron-expected-tuesday-687392
[14] https://www.standard.co.uk/news/health/post-pandemic-stress-disorder-heart-conditions-covid-london-physicians-b969436.html
[13] http://cbsnews.com/news/marcus-lamb-daystar-covid-death-vaccine-misinformation/?ftag=CNM-00-10aab7e&linkId=142650832
[11] https://www.theguardian.com/us-news/2021/dec/01/trump-tested-positive-covid-before-biden-debate-chief-staff-mark-meadows-book
[10] https://www.dailymail.co.uk/news/article-10261605/Sporty-plumber-26-DIES-12-days-getting-Pfizer-Covid-vaccine.html
[10] https://www.mirror.co.uk/news/politics/boris-johnson-broke-covid-lockdown-25585238
[9] https://www.lifesitenews.com/news/covid-patient-left-for-dead-recovers-after-court-forces-hospital-to-allow-ivermectin-treatment/?fbclid=IwAR3IuX6bPXKINM3D5dIX4UGsQLqijKKj0bj6kYYLg0aeejPG6Q5guT6NyBk
[9] https://www.fox5ny.com/news/illinois-family-credits-ivermectin-with-saving-life-of-father-hospitalized-with-covid-19

Top URLs in Tweet in G1:
[8] https://www.donegallive.ie/news/local-news/702751/donegal-had-10-of-all-covid-19-linked-deaths-in-november.html
[3] https://www.theguardian.com/us-news/2021/dec/01/trump-tested-positive-covid-before-biden-debate-chief-staff-mark-meadows-book
[3] https://www.elmundo.es/espana/2021/12/02/61a8ab3cfc6c833a578b45a1.html
[3] https://www.liputan6.com/news/read/4726531/hadapi-libur-nataru-epidemiolog-prediksi-peningkatan-covid-19-di-indonesia-lebih-rendah-dari-tahun-lalu
[2] https://www.dailymail.co.uk/news/article-10261605/Sporty-plumber-26-DIES-12-days-getting-Pfizer-Covid-vaccine.html
[2] https://www.theguardian.com/world/2021/dec/01/ministers-misconduct-charges-covid-crisis-uk-campaigners?CMP=Share_AndroidApp_Other
[2] https://dailyexpose.uk/2021/12/01/dr-vernon-coleman-we-have-evidence-fda-knew-covid-vaccination-is-murder/
[2] https://www.cnn.com/2021/08/16/us/cardinal-raymond-leo-burke-covid-hospitalized/
[2] https://www.elliberal.com/el-supremo-avala-el-pasaporte-covid-en-el-pais-vasco/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.crossroadstoday.com/5-things-to-know-for-dec-1-school-shooting-scotus-covid-19-pandemic-capitol-riot-myanmar/

Top URLs in Tweet in G2:
[3] https://www.jstage.jst.go.jp/article/internalmedicine/advpub/0/advpub_8731-21/_article
[2] https://babylonbee.com/news/oops-ghislaine-maxwell-included-in-list-of-covid-19-deaths
[2] https://babylonbee.com/news/kyle-rittenhouse-sends-lebron-james-some-lemon-drops-to-help-him-get-over-covid
[2] https://www.standard.co.uk/news/health/post-pandemic-stress-disorder-heart-conditions-covid-london-physicians-b969436.html
[2] https://www.theweek.co.uk/news/science-health/954825/extra-non-covid-deaths-increase
[2] https://casereports.bmj.com/content/14/11/e247188
[1] https://www.news.com.au/world/coronavirus/australia/regional-queensland-schools-teachers-reportedly-walk-out-after-statewide-jab-mandate-announced/news-story/69bb519addaf9a4c22b3ced27ade7a9a
[1] https://thenewdaily.com.au/news/coronavirus/2021/12/01/howard-springs-covid-breakout/
[1] https://twitter.com/DailyMailUK/status/1465625253644836864
[1] https://babylonbee.com/news/updated-death-certificates-requires-choosing-between-covid-climate-change-or-systemic-racism-as-cause-of-death

Top URLs in Tweet in G3:
[5] https://www.independent.co.uk/news/uk/office-for-national-statistics-covid-b1968368.html?utm_content=Echobox&utm_medium=Social&utm_campaign=Main&utm_source=Twitter#Echobox=1638442442
[3] https://trib.al/fxvnlZv
[2] https://www.telegraph.co.uk/world-news/2021/12/02/germany-announce-nationwide-covid-lockdown-unvaccinated/?utm_content=telegraph&utm_medium=Social&utm_campaign=Echobox&utm_source=Twitter#Echobox=1638451350-1
[2] https://www.reuters.com/world/us/omicron-covid-19-variant-case-identified-minnesota-2021-12-02/
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/german-state-reports-four-fully-vaccinated-people-infected-with-omicron-2021-12-01/?taid=61a75b91a5e4bc0001be368f&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/world/europe/germany-impose-restrictions-unvaccinated-break-covid-surge-2021-12-02/?taid=61a8a7529539f2000185a01b&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/world/un-chief-slams-covid-19-travel-apartheid-unacceptable-2021-12-01/?taid=61a7e37ea5e4bc0001be52af&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/technology/facebook-instagram-remove-chinese-network-over-fake-swiss-biologist-covid-claims-2021-12-01/?taid=61a7ebb29a8dbd0001056f6b&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/south-africas-health-minister-says-country-entering-4th-wave-covid-infections-2021-12-03/?taid=61aa059ecf492a0001350200&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/world/us/omicron-covid-19-variant-case-identified-minnesota-2021-12-02/?taid=61a9618e40b0ba0001597d70&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G4:
[3] https://unherd.com/thepost/the-nhs-covid-beds-that-were-never-used/
[2] https://unherd.com/2021/12/will-new-zealand-ever-escape-zero-covid/
[1] https://unherd.com/thepost/inside-australias-covid-internment-camp/
[1] https://summit.news/2021/12/03/spanish-investigation-finds-vaccine-passports-have-no-impact-on-infection-rates/
[1] https://summit.news/2021/12/01/germany-detects-four-cases-of-omicron-in-the-fully-vaccinated/
[1] https://summit.news/2021/12/02/paul-warns-of-omicron-overreach-unscientific-fauci-will-want-you-to-wear-an-extra-mask-and-dictate-you-cant-go-to-church/
[1] https://summit.news/2021/12/02/post-covid-south-park-satirizes-pandemic-hysteria-over-new-variant/
[1] https://www.standard.co.uk/news/health/post-pandemic-stress-disorder-heart-conditions-covid-london-physicians-b969436.html
[1] https://sharylattkisson.com/2021/12/cdc-second-u-s-person-diagnosed-with-covid-omicron-was-also-vaccinated-shows-the-importance-of-getting-vaccinated/
[1] https://www.cbc.ca/news/opinion/opinion-covid-measures-gaslighting-shifting-goalposts-1.6268380?__vfz=medium%3Dsharebar

Top URLs in Tweet in G5:
[4] https://www.standard.co.uk/news/health/post-pandemic-stress-disorder-heart-conditions-covid-london-physicians-b969436.html
[3] https://nypost.com/2021/11/30/texas-man-lee-price-iii-who-used-covid-relief-funds-to-buy-lamborghini-sentenced-to-prison/?utm_source=NYPTwitter&utm_medium=SocialFlow&utm_campaign=SocialFlow
[2] https://rumble.com/vq478d-was-the-new-covid-variant-manufactured.html
[1] https://www.theepochtimes.com/dying-covid-19-patient-recovers-after-court-orders-hospital-to-administer-ivermectin_4130754.html
[1] https://www.theepochtimes.com/dr-harvey-risch-hydroxychloroquine-ivermectin-and-other-therapeutics-highly-effective-in-early-covid-treatment_4131804.html
[1] https://www.thegatewaypundit.com/2021/11/sweden-get-covid-vaccine-passport-chip-hand-video/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-021-01897-w
[1] https://justthenews.com/politics-policy/coronavirus/study-342000-adults-finds-masks-effective-against-covid-based-20
[1] https://www.telegraph.co.uk/news/2021/05/14/scientists-admit-totalitarian-use-fear-control-behaviour-covid/
[1] https://thenewamerican.com/dr-robert-malone-this-is-the-largest-experiment-performed-on-human-beings-in-the-history-of-the-world/

Top URLs in Tweet in G6:
[2] https://www.youtube.com/watch?v=mGFdWcJU7-0&feature=youtu.be

[2] https://www.gov.uk/government/publications/myocarditis-and-pericarditis-after-covid-19-vaccination/myocarditis-and-pericarditis-after-covid-19-vaccination-guidance-for-healthcare-professionals
[1] https://www.dailymail.co.uk/debate/article-10255937/Professor-ANGUS-DALGLEISH-Omicron-variant-treated-like-Ebola.html
[1] https://www.bbc.co.uk/news/uk-59500232
[1] https://www.bbc.co.uk/news/world-europe-59473131
[1] https://twitter.com/andrewbostom/status/1466537710508646400
[1] https://www.lifesitenews.com/news/covid-patient-left-for-dead-recovers-after-court-forces-hospital-to-allow-ivermectin-treatment/
[1] https://www.dailymail.co.uk/news/article-10264927/Britain-buys-114m-extra-vaccine-doses-battle-Covid-19.html
[1] https://gov.uk/
[1] https://www.telegraph.co.uk/news/2021/12/01/biggest-cancer-catastrophe-ever-hit-nhs-740000-potential-cases/

Top URLs in Tweet in G7:
[1] https://www.indiatoday.in/india/story/omicron-covid-variant-international-flight-operations-air-bubble-jyotiraditya-scindia-1883265-2021-12-02
[1] https://www.boomlive.in/coronavirus-outbreak/omicron-two-cases-india-mohfw-karnataka-south-africa-travel-covid-coronavirus-15839
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8481107/
[1] https://www.outlookindia.com/website/story/india-news-covid-19-will-the-new-south-african-variant-drive-the-third-wave-in-india-experts-doubt/402899

Top URLs in Tweet in G8:
[1] https://www.bbc.co.uk/news/uk-politics-59505975
[1] https://www.theguardian.com/society/2021/nov/30/life-tragic-death-john-eyers-fitness-fanatic-who-refused-covid-vaccine
[1] https://twitter.com/BBCPolitics/status/1465687947366350854

Top URLs in Tweet in G9:
[11] https://www.gov.uk/government/publications/myocarditis-and-pericarditis-after-covid-19-vaccination/myocarditis-and-pericarditis-after-covid-19-vaccination-guidance-for-healthcare-professionals
[3] https://cityam.com/covid-death-ra
[2] https://www.aa.com.tr/en/middle-east/belgian-court-rules-covid-pass-illegal-in-wallonia/2436283
[2] https://www.gov.uk/government/news/mhra-approves-xevudy-sotrovimab-a-covid-19-treatment-found-to-cut-hospitalisation-and-death-by-79
[1] https://www.mirror.co.uk/news/politics/boris-johnson-broke-covid-lockdown-25585238
[1] https://www.reuters.com/business/healthcare-pharmaceuticals/who-advisory-group-will-review-data-covid-19-booster-shots-next-week-2021-12-01/
[1] https://twitter.com/Ajaon_of_All/status/1466741537388339201
[1] https://www.gov.uk/government/news/government-takes-decisive-action-against-new-covid-19-variant
[1] https://www.telegraph.co.uk/global-health/science-and-disease/covid-news-cases-deaths-booster-jab-coronavirus-omicron/

Top URLs in Tweet in G10:
[3] https://www.newsweek.com/televangelist-marcus-lamb-who-called-vaccine-mandate-sin-against-god-dies-covid-1654619
[2] https://www.washingtonpost.com/religion/2021/11/30/marcus-lamb-daystar-covid-vaccine-medical-freedom
[1] https://twitter.com/GOPLeader/status/1466121082973437958
[1] https://twitter.com/atrupar/status/1250807416872189952
[1] https://nypost.com/2021/11/30/who-urges-those-over-60-to-nix-international-travel/
[1] https://www.huffpost.com/entry/donald-trump-covid-speader_n_61a7c0bee4b07fe20121d049
[1] https://www.independent.co.uk/news/world/americas/covid-vaccine-us-antivaxx-jab-b1896231.html
[1] https://www.theguardian.com/us-news/2021/dec/01/trump-tested-positive-covid-before-biden-debate-chief-staff-mark-meadows-book

Top Domains
Top Domains in Tweet in Entire Graph:
[308] twitter.com
[182] co.uk
[72] theguardian.com
[37] gov.uk
[34] com.br
[34] trib.al
[33] youtube.com
[33] bit.ly
[32] reuters.com
[32] blogspot.com

Top Domains in Tweet in G1:
[76] twitter.com
[24] co.uk
[17] theguardian.com
[10] com.br
[8] cnn.com
[8] youtube.com
[8] donegallive.ie
[8] cnbc.com
[7] elmundo.es
[6] nytimes.com

Top Domains in Tweet in G2:
[5] babylonbee.com
[4] co.uk
[3] twitter.com
[3] go.jp
[2] com.au
[2] bmj.com
[1] unherd.com
[1] nejm.org
[1] zerohedge.com

Top Domains in Tweet in G3:
[16] reuters.com
[14] co.uk
[11] twitter.com
[8] trib.al
[6] nyti.ms
[3] nytimes.com
[2] reut.rs
[2] wapo.st
[2] abcn.ws
[2] thedailybeast.com

Top Domains in Tweet in G4:
[6] unherd.com
[4] summit.news
[1] co.uk
[1] sharylattkisson.com
[1] cbc.ca
[1] michiganadvance.com
[1] vancouversun.com
[1] bizjournals.com
[1] cnn.com

Top Domains in Tweet in G5:
[7] co.uk
[3] nypost.com
[2] theepochtimes.com
[2] rumble.com
[1] thegatewaypundit.com
[1] nature.com
[1] justthenews.com
[1] thenewamerican.com
[1] twitter.com
[1] net.au

Top Domains in Tweet in G6:
[6] co.uk
[3] gov.uk
[2] twitter.com
[2] youtube.com
[1] lifesitenews.com
[1] com.tr

Top Domains in Tweet in G7:
[1] indiatoday.in
[1] boomlive.in
[1] nih.gov
[1] outlookindia.com

Top Domains in Tweet in G8:
[1] co.uk
[1] theguardian.com
[1] twitter.com

Top Domains in Tweet in G9:
[14] gov.uk
[3] cityam.com
[2] com.tr
[2] co.uk
[1] reuters.com
[1] twitter.com

Top Domains in Tweet in G10:
[3] newsweek.com
[2] twitter.com
[2] washingtonpost.com
[1] nypost.com
[1] huffpost.com
[1] co.uk
[1] theguardian.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[262] covid19
[214] covid
[91] omicron
[83] covid_19
[40] bırakınyaşasınlar
[36] coronavirus
[33] omicronvariant
[29] passsanitaire
[29] covidー19
[27] estadodealarma



Top Hashtags in Tweet in G1:
[42] covid
[39] covid19
[15] omicron
[12] coronavirus
[11] news
[7] covid_19
[6] corona
[6] sağlıkçıişbırakıyor
[6] larangancuticegahcovid
[5] covidー19

Top Hashtags in Tweet in G2:
[5] covidvaccination
[4] covid19
[2] australia
[1] lockdown
[1] novaccinepassportsanywhere
[1] donotcomply

Top Hashtags in Tweet in G3:
[5] covid
[2] jenpsaki
[2] trump
[1] maga
[1] 1dic
[1] covid_19

Top Hashtags in Tweet in G4:
[3] covid19
[3] covid
[2] ai
[2] artificialintelligence
[2] vaccinemandate
[1] omicron
[1] omicronvarient
[1] science
[1] biotech
[1] machinelearning

Top Hashtags in Tweet in G5:
[1] hydroxychloroquine
[1] ivermectin
[1] commiedeathshot

Top Hashtags in Tweet in G6:
[5] freedom
[2] misinfomaths

Top Hashtags in Tweet in G7:
[4] deshkibaatwithrahul
[3] omicronvariant
[3] indiafightscorona
[2] cma
[2] sushantsinghrajput
[2] justiceforsushantsinghrajput
[2] congressinparliament
[2] onlineboardexam2022
[2] male
[2] karnataka

Top Hashtags in Tweet in G8:
[3] pmqs
[1] fmqs
[1] lastchristmas
[1] johnsonout

Top Hashtags in Tweet in G9:
[3] covid19
[1] novaccinepassports
[1] nhs

Top Hashtags in Tweet in G10:
[3] ozisinsane
[2] ca23
[2] who
[2] omicron
[2] mog
[1] smartnews
[1] stupidgery

Top Words
Top Words in Tweet in Entire Graph:
[8471] covid
[2226] 19
[661] people
[560] omicron
[540] vaccine
[463] variant
[399] more
[369] trump
[364] positive
[311] cases

Top Words in Tweet in G1:
[906] covid
[298] 19
[75] omicron
[67] variant
[55] more
[52] people
[42] cases
[42] #covid
[40] vaccine
[39] #covid19

Top Words in Tweet in G2:
[189] covid
[33] vaccine
[26] absolutely
[24] york
[24] rate
[24] fda
[23] tulsigabbard
[23] approve
[23] merck's
[23] experimental

Top Words in Tweet in G3:
[150] covid
[66] 19
[40] nytimes
[38] omicron
[34] positive
[33] marcus
[33] lamb
[33] christian
[33] died
[31] trump

Top Words in Tweet in G4:
[119] covid
[34] acceptable
[29] germany
[27] prisonplanet
[27] mask
[25] vaccine
[24] passports
[20] months
[19] reports
[19] highest

Top Words in Tweet in G5:
[113] covid
[30] government
[29] more
[28] zubymusic
[23] people
[19] vaccinated
[18] point
[18] feel
[18] comfortable
[18] hosted

Top Words in Tweet in G6:
[122] covid
[27] vaccine
[25] died
[24] talkradio
[22] survival
[22] rate
[18] today
[17] ve
[16] myocarditis
[16] mandatory

Top Words in Tweet in G7:
[65] covid
[23] pm
[18] india
[17] narendramodi
[17] crore
[14] people
[14] 19
[14] 125
[13] pmoindia
[11] died

Top Words in Tweet in G8:
[114] covid
[78] people
[72] 489
[71] party
[69] rules
[69] christmas
[63] die
[62] broke
[58] doctor_oxford
[57] downing

Top Words in Tweet in G9:
[80] covid
[37] use
[35] government
[34] court
[34] belgium
[34] ruled
[34] illegal
[34] ordered
[34] local
[33] pay

Top Words in Tweet in G10:
[71] covid
[46] trump
[42] positive
[40] tested
[29] first
[24] thought
[24] breaking
[22] three
[22] days
[21] mark

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2161] covid,19
[218] positive,covid
[177] tested,positive
[171] fuck,covid
[159] contra,covid
[155] omicron,variant
[140] covid,vaccine
[131] marcus,lamb
[118] christmas,party
[117] 19,vaccine

Top Word Pairs in Tweet in G1:
[289] covid,19
[31] omicron,variant
[21] contra,covid
[20] covid,covid
[18] covid,variant
[15] positive,covid
[14] covid,test
[13] pasaporte,covid
[11] covid,vaccine
[10] omicron,covid

Top Word Pairs in Tweet in G2:
[23] fda,absolutely
[23] absolutely,approve
[23] approve,merck's
[23] merck's,experimental
[23] experimental,covid
[23] covid,pill
[23] pill,molnupiravir
[23] molnupiravir,dangerous
[22] tulsigabbard,fda
[21] york,times

Top Word Pairs in Tweet in G3:
[65] covid,19
[33] marcus,lamb
[28] christian,broadcaster
[25] lamb,christian
[25] broadcaster,dallas
[25] dallas,dismissive
[25] dismissive,covid
[25] 19,vaccinations
[25] vaccinations,died
[25] died,tuesday

Top Word Pairs in Tweet in G4:
[24] vaccine,passports
[20] prisonplanet,germany
[19] germany,reports
[19] reports,highest
[19] highest,covid
[19] covid,death
[19] death,toll
[19] toll,months
[19] months,mandatory
[19] mandatory,mask

Top Word Pairs in Tweet in G5:
[18] point,feel
[18] feel,more
[18] more,comfortable
[18] comfortable,covid
[18] covid,hosted
[18] hosted,press
[18] press,conference
[18] conference,protect
[18] protect,government
[17] zubymusic,point

Top Word Pairs in Tweet in G6:
[22] survival,rate
[13] 99,85
[12] covid,jabs
[11] myocarditis,50
[11] 50,survival
[11] rate,covid
[11] covid,overwhelming
[11] overwhelming,99
[11] 85,survival
[11] rate,right

Top Word Pairs in Tweet in G7:
[14] covid,19
[14] 125,crore
[8] crore,covid
[8] vaccine,doses
[7] due,covid
[7] pm,narendramodi
[7] another,milestone
[7] crore,vaccines
[7] fight,against
[6] vaccines,strengthening

Top Word Pairs in Tweet in G8:
[69] christmas,party
[64] covid,rules
[62] broke,covid
[59] 489,people
[57] downing,street
[56] 18,dec
[56] dec,downing
[56] street,staff
[56] staff,broke
[56] rules,boozing

Top Word Pairs in Tweet in G9:
[34] illegal,ordered
[34] ordered,local
[34] local,government
[33] government,pay
[33] pay,daily
[33] daily,fine
[32] belgium,court
[32] court,ruled
[32] ruled,use
[32] use,covid

Top Word Pairs in Tweet in G10:
[40] tested,positive
[34] positive,covid
[22] three,days
[21] mark,meadows
[21] trump,tested
[21] days,before
[19] colleague,tested
[19] covid,morning
[19] morning,first
[19] first,thing

Top Replied-To
Top Replied-To in Entire Graph:
@cnews
@potus
@jimcramer
@morning_joe
@ncp_parliament
@karl_lauterbach
@ryanair
@paulfrewdup
@gbnews
@flmirones

Top Replied-To in G1:
@nepal_invests

Top Replied-To in G2:
@tulsigabbard
@roystonpotter

Top Replied-To in G3:
@maggienyt
@chrisalbertolaw
@todayshow
@chrismurphyct
@washingtonpost
@bigdadd68648519
@jamessurowiecki
@llewba
@sharpyzn
@johnshopkins

Top Replied-To in G4:
@potus
@jeromeadamsmd
@michigandems
@govrondesantis
@prisonplanet
@martydiggs1
@me_littleraven

Top Replied-To in G5:
@b_gawk
@zubymusic
@rwmalonemd
@joshdenny
@k_bar7
@chryssymc

Top Replied-To in G6:
@ireland2020
@1bjdj
@vikster0001
@drcharlesl
@juliahb1
@europeansteven
@ticerichard
@spacema80683078
@julzd_martin
@christianlyth

Top Replied-To in G7:
@mohfw_india
@dinesh_sir
@dpradhanbjp
@priyank85892586

Top Replied-To in G8:
@scottories
@siobhan23738909
@alcmarmite
@susanllawson
@jonnymorris1973
@dr_pam_jarvis
@carolinelea13

Top Replied-To in G9:
@sajidjavid
@essexpr
@kidwitheye
@adie_barratt
@jamesmelville
@jonathan_witt

Top Replied-To in G10:
@chipfranklin
@olegregggg
@tee__young
@ronfilipkowski

Top Mentioned
Top Mentioned in Entire Graph:
@doctor_oxford
@prodk0ya
@carloscorreiaa_
@mong_407
@manuelrico
@nytimes
@philouutubs
@si_siripan
@thelucyjohnston
@jtoni_n

Top Mentioned in G1:
@malaysia_covid
@algernonparry2
@newtrolafullhd
@reimsvdt
@otusscops8
@dwaynecobb
@scivil_europea
@nepal_invests
@alechogg

Top Mentioned in G2:
@tulsigabbard
@realcandaceo
@stephenmoore
@berniespofforth
@lisamarieboothe
@laurenboebert
@drjbhattacharya
@drhirschfield
@chuckcallesto
@jessekellydc

Top Mentioned in G3:
@nytimes
@jamessurowiecki
@reuters
@thedailybeast
@jdawsey1
@telegraph
@washingtonpost
@independent
@nbcnews
@peterhotez

Top Mentioned in G4:
@prisonplanet
@unherd
@darlashine
@potus
@drelidavid
@govrondesantis
@ksorbs
@richardursomd
@tomchodor
@sharylattkisson

Top Mentioned in G5:
@zubymusic
@rwmalonemd
@ericmmatheny
@davquinn
@cassywearsheels
@drsimonegold
@joshdenny
@seanhannity
@claytravis
@lupash8

Top Mentioned in G6:
@talkradio
@garethicke
@spacema80683078
@vikster0001
@andrewbostom
@profkarolsikora
@tonyhinton2016
@juliahb1
@lutherburgsvik
@nickpye10

Top Mentioned in G7:
@narendramodi
@pmoindia
@rahulgandhi
@amitshah
@mansukhmandviya
@rajatsharmalive
@bjp4india
@ips_nupurprasad
@doptgoi
@kartipc

Top Mentioned in G8:
@doctor_oxford
@jonnymorris1973
@adambienkov
@10downingstreet
@carolinelea13
@susanllawson
@allthecitizens
@femi_sorry
@douglas4moray
@ehijacked

Top Mentioned in G9:
@thelucyjohnston
@jamesmelville
@drhoenderkamp
@ollysmithtravel
@essexpr
@sajidjavid
@dhscgovuk
@mhragovuk
@usforthemuk
@dontbetyet

Top Mentioned in G10:
@tee__young
@occupydemocrats
@kylegriffin1
@ronfilipkowski
@svdate
@reallyamerican1
@jesserodriguez
@quotedigging
@chipfranklin
@nathanmackbrown

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@ja8yum
@tomthunkitsmind
@tesco
@ptjasamarga
@paoloigna1
@tmobilehelp
@lasillarota
@robinsnewswire

Top Tweeters in G1:
@la_patilla
@robinsnewswire
@zyitegadgets
@peruenlanoticia
@andyvermaut
@elpoliticonews
@beritasatu
@antaranews
@mediaindonesia
@2am_eu

Top Tweeters in G2:
@nmharley2
@maturefinancier
@newscomauhq
@sreynolds196777
@suprsilentdave
@bobbyd0414
@ruthhalleran
@latimeralder
@truthwins4ever
@peter217945

Top Tweeters in G3:
@world_news_eng
@independent
@eldiario
@teram323tere
@reuters
@cblazblaz
@pink1963dsw
@channelnewsasia
@sampleatl
@mchovden1785

Top Tweeters in G4:
@pgmckim
@education_24x7
@onyxgata
@joseph_santoro
@patvel18
@lebel1886
@cowlady12
@helenahs
@northerngather2
@hwchapman49

Top Tweeters in G5:
@marylene58
@nypost
@dailycaller
@doctorsekzi
@igbo_star
@ericmmatheny
@patpenn2
@srrabon_
@rlamartini
@vitamin4649

Top Tweeters in G6:
@wmur9
@iromg
@ireland2020
@tvkev
@juliahb1
@roxyferry
@k3books
@wordofbeak
@jeanett49751382
@mrlchristmas

Top Tweeters in G7:
@railminindia
@notesonwisdom
@vinaydokania
@ch_nuthan
@impnahar99
@bjp4india
@_aditichourasia
@blacksheep_119
@surdeepbaid
@mr_mayank

Top Tweeters in G8:
@vespasian91
@_sanjidaaaa
@elainefoster10
@john210750
@jonnymorris1973
@ian_politic
@ehijacked
@janet_ewan
@fabsiteuk
@aftabgujral

Top Tweeters in G9:
@ppiixx
@43a6f0ce5dac4ea
@essexpr
@pet031960
@suecresswell01
@hans_besemans
@thenew84
@wendymounce
@annbpear1
@cowboysgirl1975

Top Tweeters in G10:
@leratomannya
@mog7546
@imade_nchina
@shirleydebalsi
@nolaboy96
@imcosta1
@lifesafeast
@tjseraphim
@ange_patricia
@seniorstllalive


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