COVID, Twitter, 9/17/2021 12:27:17 PM, 262261


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COVID_2021-09-17_00-39-27.xlsx
COVID_2021-09-17_00-39-27.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 17, 2021
Short Description:
COVID via NodeXL https://bit.ly/3CkbkNT
@nytimes
@longcovidhell
@aslavitt
@sajidjavid
@cnn
@10downingstreet
@pastorannisha
@talkradio
@brabo_aleandro
@gavinnewsom

Top hashtags:
#covid19
#covid
#covid_19
#enhypen
#vaccinemandate
#pandemicpaul
#venezuela
#coronavirus

Description:
Description
The graph represents a network of 12,167 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 Friday, 17 September 2021 at 07:58 UTC.

The requested start date was Friday, 17 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 1-minute period from Tuesday, 14 September 2021 at 12:18 UTC to Thursday, 16 September 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 : 12167
Unique Edges : 6809
Edges With Duplicates : 11815
Total Edges : 18624
Number of Edge Types : 5
Retweet : 5392
MentionsInRetweet : 6232
Tweet : 3531
Replies to : 1073
Mentions : 2396
Self-Loops : 3567
Reciprocated Vertex Pair Ratio : 0.00392364793213149
Reciprocated Edge Ratio : 0.00781662617513468
Connected Components : 3673
Single-Vertex Connected Components : 945
Maximum Vertices in a Connected Component : 1413
Maximum Edges in a Connected Component : 2868
Maximum Geodesic Distance (Diameter) : 41
Average Geodesic Distance : 13.988049
Graph Density : 6.39559651121325E-05
Modularity : 0.584835
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 12,167 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 Friday, 17 September 2021 at 07:58 UTC.

The requested start date was Friday, 17 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 1-minute period from Tuesday, 14 September 2021 at 12:18 UTC to Thursday, 16 September 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:
[21] https://www.soompi.com/article/1488981wpp/enhypen-members-recover-from-covid-19-to-make-october-comeback-with-full-album
[20] https://www.irishtimes.com/news/health/covid-54-of-hospital-patients-with-virus-are-fully-vaccinated-1.4670229
[20] https://g1.globo.com/sp/sao-paulo/noticia/2021/09/16/investigada-na-cpi-da-covid-prevent-senior-ocultou-mortes-em-estudo-sobre-cloroquina-apoiado-por-bolsonaro.ghtml
[19] https://apple.news/Ae-p_r7n1S_aB3C53YgT-nQ
[18] https://www.mirror.co.uk/news/uk-news/painful-periods-side-effect-covid-24996082
[15] https://theexpose.uk/2021/09/15/30k-people-died-within-21-days-of-having-a-covid-19-vaccine-in-england/
[12] https://www.theatlantic.com/health/archive/2021/09/covid-hospitalization-numbers-can-be-misleading/620062/
[10] https://www.ctvnews.ca/health/coronavirus/inside-an-ontario-icu-where-the-covid-19-patients-are-largely-young-and-all-unvaccinated-1.5587419?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=61433551ad296e0001f92385&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[10] https://www.cbc.ca/news/canada/edmonton/kenney-shandro-hinshaw-update-covid-19-1.6177210
[10] https://www.timesofisrael.com/more-than-10-of-israeli-kids-who-got-virus-now-suffer-from-long-covid-study/

Top URLs in Tweet in G1:
[8] https://twitter.com/spring21MM/status/1438061775165874179
[3] https://news.google.com/__i/rss/rd/articles/CBMiX2h0dHBzOi8vd3d3LnRoZWd1YXJkaWFuLmNvbS93b3JsZC8yMDIxL3NlcC8xNS9jYW5hZGEtYWxiZXJ0YS1oZWFsdGhjYXJlLXN5c3RlbS1jb3ZpZC1jYXNlcy1yaXNl0gFfaHR0cHM6Ly9hbXAudGhlZ3VhcmRpYW4uY29tL3dvcmxkLzIwMjEvc2VwLzE1L2NhbmFkYS1hbGJlcnRhLWhlYWx0aGNhcmUtc3lzdGVtLWNvdmlkLWNhc2VzLXJpc2U?oc=5&utm_source=dlvr.it&utm_medium=twitter
[3] https://g1.globo.com/sp/sao-paulo/noticia/2021/09/16/investigada-na-cpi-da-covid-prevent-senior-ocultou-mortes-em-estudo-sobre-cloroquina-apoiado-por-bolsonaro.ghtml
[2] https://newpaper24.com/uk-sets-out-covid-plan-for-fall-and-winter-booster-shots-to-begin-next-week-newpaper24/
[2] https://www.theguardian.com/world/2021/sep/10/boys-more-at-risk-from-pfizer-jab-side-effect-than-covid-suggests-study
[2] https://www.cnn.com/2021/09/13/us/california-family-covid-death-orphan-five-children/index.html
[2] https://digijaks.com/
[2] https://twitter.com/danbloom1/status/1438023721017556994
[2] https://www.socialnews.xyz/2021/09/15/covid-vaccination-telangana-crosses-2-cr-doses-mark/
[2] https://www.thedailystar.net/health/disease/coronavirus/fallouts-fightback/vaccine/news/5-million-sinopharm-vaccines-be-dispensed-incepta-plant-month-mou-signed-2153496

Top URLs in Tweet in G2:
[8] https://www.npr.org/sections/health-shots/2021/09/14/1035915598/doctors-covid-misinformation-medical-license?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[2] https://trib.al/hv3lICQ
[2] https://talkingpointsmemo.com/news/fifth-conservative-anti-vax-radio-host-dies-of-covid-within-six-weeks
[2] https://www.theguardian.com/us-news/2021/sep/14/bob-enyart-radio-host-dies-covid-19-boycott-vaccine-colorado
[2] https://www.rawstory.com/new-jersey-loses-22-police-to-in-a-week-their-unions-still-oppose-vaccine-mandates/?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/nickiminaj/status/1437532566945341441
[1] https://twitter.com/hardwhlte/status/1437505432864628738
[1] https://twitter.com/kingalbii20/status/1437509966722736128
[1] https://on.msnbc.com/3hFPVa2
[1] https://on.msnbc.com/3zmXWXL

Top URLs in Tweet in G3:
[2] https://news.sky.com/story/covid-19-vaccine-booster-programme-begins-as-nhs-starts-giving-third-jabs-12409424
[2] https://www.mirror.co.uk/news/politics/breaking-covid-travel-rules-set-24981586
[2] https://www.mirror.co.uk/news/politics/breaking-covid-winter-plan-announced-24981284
[1] https://nyti.ms/3kfwFlJ
[1] https://dailysceptic.org/2021/09/15/tory-mp-calls-on-chris-whitty-to-resign-after-giving-green-light-for-vaccination-of-all-healthy-teenagers/
[1] https://dailysceptic.org/2021/09/15/pfizer-set-to-seek-approval-for-its-covid-vaccine-in-u-s-babies-this-winter/
[1] https://dailysceptic.org/2021/09/16/headteachers-told-to-call-please-if-people-protest-vaccination-of-healthy-teenagers-outside-school-gates/
[1] https://www.dailymail.co.uk/news/article-9995079/Lord-Bethell-pressure-33-000-private-emails-linked-90million-Covid-deals.html
[1] https://twitter.com/danbloom1/status/1438023721017556994
[1] https://news.sky.com/story/covid-19-army-could-be-called-in-to-help-scottish-ambulance-service-amid-reports-man-died-after-a-40-hour-wait-12409499

Top URLs in Tweet in G4:
[3] https://secondnexus.com/fox-news-hypocrisy-covid-policies
[2] https://apnews.com/article/health-coronavirus-pandemic-st-louis-missouri-c2314a4361d595d805e5df1fa1ca57ef
[2] https://www.kff.org/policy-watch/the-red-blue-divide-in-covid-19-vaccination-rates/
[1] https://www.pewresearch.org/science/2021/09/15/majority-in-u-s-says-public-health-benefits-of-covid-19-restrictions-worth-the-costs-even-as-large-shares-also-see-downsides/
[1] https://californianewstimes.com/15-miami-dade-educators-die-from-covid-19-in-10-days/512035/
[1] https://www.tortoisemedia.com/2021/09/16/the-covid-coup
[1] https://www.latimes.com/california/story/2021-09-15/california-recall-results-newsom-coronavirus-vaccination-rates
[1] https://www.nytimes.com/2021/09/14/us/newsom-governor-california-recall.html
[1] https://www.sfchronicle.com/health/article/California-now-1-of-only-3-states-to-exit-CDC-s-16459110.php
[1] https://www.washingtonpost.com/health/2021/09/12/alabama-ray-demonia-hospitals-icu/

Top URLs in Tweet in G5:
[4] https://www.kosmo.com.my/2021/09/14/vaksinasi-lengkap-bukan-alasan-abai-sop-kj/
[2] https://www.theguardian.com/world/2021/sep/13/uk-children-aged-12-to-15-to-be-offered-covid-jab
[2] https://www.bernama.com/bm/am/news.php?id=2003270#.YUCyJhyqbdQ.twitter
[2] https://www.astroawani.com/berita-malaysia/pelancong-ke-langkawi-wajib-jalani-ujian-saringan-covid19-kata-khairy-jamaluddin-319882
[2] https://www.astroawani.com/berita-bisnes/pakar-saham-bumiputera-nazarry-rosli-meninggal-dunia-akibat-covid19-320108
[1] https://t.me/Covid_19Malaysia
[1] https://kpkesihatan.com/2021/09/16/kenyataan-akhbar-kpk-16-september-2021-situasi-semasa-jangkitan-penyakit-coronavirus-2019-covid-19-di-malaysia/
[1] https://www.bernama.com/en/general/news.php?id=2003105#.YUBigWXmch8.twitter
[1] https://www.astroawani.com/gaya-hidup/isteri-pergi-selepas-32-hari-di-icu-suami-sempat-video-call-tunjuk-bayi-untuk-kali-terakhir-320070
[1] https://twitter.com/Kyr0Nagib/status/1437961296817934340

Top URLs in Tweet in G6:
[19] https://apple.news/Ae-p_r7n1S_aB3C53YgT-nQ
[4] https://www.nbcnews.com/news/us-news/jeff-bridges-says-he-got-covid-while-chemo-it-made-n1279072
[4] https://apple.news/ApL63XXRsSD2pIjxJpyxIgw
[1] https://www.hmetro.com.my/mutakhir/2021/09/754873/kerajaan-pastikan-koordinasi-penyampaian-maklumat-sop-lebih-baik
[1] https://www.hmetro.com.my/rap/2021/09/754768/tak-nak-kerja-dengan-kru-pelakon-tak-vaksin
[1] https://www.hmetro.com.my/utama/2021/09/755740/lima-individu-mahu-ke-langkawi-positif-covid-19

Top URLs in Tweet in G7:
[4] https://trib.al/uAXPnOa
[3] https://trib.al/b6hfrd3
[2] https://trib.al/zIgS7s9
[2] https://trib.al/PIFSmuU
[2] https://www.foxnews.com/politics/congress-exempt-biden-covid-19-vaccine-mandate
[2] https://www.nytimes.com/2021/09/14/world/asia/india-modi-science-icmr.html
[2] https://nypost.com/2021/09/14/nicki-minaj-and-msnbcs-joy-reid-feud-over-covid-19-vaccine/?utm_campaign=SocialFlow&utm_medium=SocialFlow&utm_source=NYPTwitter
[2] https://nypost.com/2021/09/14/wrongly-convicted-man-who-spent-years-on-death-row-dies-of-covid/?utm_campaign=SocialFlow&utm_source=NYPTwitter&utm_medium=SocialFlow
[2] https://nypost.com/2021/09/13/walgreens-covid-19-test-registration-system-left-patient-data-unprotected/?utm_campaign=SocialFlow&utm_source=NYPTwitter&utm_medium=SocialFlow
[2] https://theintercept.com/2021/09/09/video-covid-19-sequelas-neurologicas/

Top URLs in Tweet in G8:
[2] https://www.dailymail.co.uk/news/article-9995079/Lord-Bethell-pressure-33-000-private-emails-linked-90million-Covid-deals.html
[2] https://www.nytimes.com/interactive/2021/world/covid-cases.html?fbclid=IwAR3b4ij5SsZj6tZgrUKPs8R90RKAArDPjSVeK1MJxvmWX3IxfimU83383Vw
[1] https://www.dailymail.co.uk/news/article-9995079/Lord-Bethell-pressure-33-000-private-emails-linked-90million-Covid-deals.html?ito=amp_twitter_share-top
[1] https://twitter.com/AdamBienkov/status/1438452415888568325
[1] https://www.autismeye.com/vulnerable-children-coronavirus-risk-school/
[1] https://www.independent.co.uk/news/business/food-shortages-brexit-covid-boris-johnson-b1917763.html
[1] https://www.newscientist.com/article/2237475-covid-19-news-england-could-see-2000-to-7000-hospitalisations-a-day/
[1] https://www.bbc.com/news/world-asia-china-58554324
[1] https://www.manchestereveningnews.co.uk/news/greater-manchester-news/child-covid-rates-greater-manchester-21564309
[1] https://www.fatherly.com/news/san-franciscos-k-12-schools-have-had-no-covid-19-outbreaks-heres-how/

Top URLs in Tweet in G9:
[1] https://www.thehindu.com/news/cities/bangalore/anaesthetist-who-contracted-covid-19-undergoes-double-lung-transplant/article36495400.ece
[1] https://www.who.int/news-room/feature-stories/detail/who-advises-that-ivermectin-only-be-used-to-treat-covid-19-within-clinical-trials

Top URLs in Tweet in G10:
[3] https://trib.al/znBJOsG
[2] https://www.timesofisrael.com/more-than-10-of-israeli-kids-who-got-virus-now-suffer-from-long-covid-study/
[2] https://www.theguardian.com/commentisfree/2021/sep/15/government-winter-covid-plan-uk-lockdown-vaccinations-testing-masks
[2] https://twitter.com/DrEricDing/status/1437780625554120704
[1] https://www.publichealthontario.ca/-/media/documents/ncov/epi/covid-19-myocarditis-pericarditis-vaccines-epi.pdf?sc_lang=en
[1] https://www.independentsage.org/wp-content/uploads/2021/09/Covid-codes-final-1-1.pdf
[1] https://twitter.com/liamthorpecho/status/1437791735535570947
[1] https://www.bbc.co.uk/news/uk-58566235
[1] https://downloads.aap.org/AAP/PDF/AAP%20and%20CHA%20-%20Children%20and%20COVID-19%20State%20Data%20Report%209.2%20FINAL.pdf
[1] https://twitter.com/danbloom1/status/1438023721017556994

Top Domains
Top Domains in Tweet in Entire Graph:
[356] twitter.com
[130] co.uk
[61] trib.al
[58] theguardian.com
[39] bit.ly
[39] com.br
[34] globo.com
[33] soompi.com
[32] ctvnews.ca
[31] cbc.ca

Top Domains in Tweet in G1:
[100] twitter.com
[17] co.uk
[14] theguardian.com
[13] informazione.it
[11] com.br
[9] msn.com
[8] cnn.com
[8] theepochtimes.com
[6] linkedin.com
[6] globo.com

Top Domains in Tweet in G2:
[8] npr.org
[7] twitter.com
[4] msnbc.com
[4] theguardian.com
[2] trib.al
[2] talkingpointsmemo.com
[2] nbcnews.com
[2] cnn.com
[2] rawstory.com
[2] co.uk

Top Domains in Tweet in G3:
[8] sky.com
[6] co.uk
[4] twitter.com
[3] dailysceptic.org
[2] gov.uk
[1] nyti.ms
[1] theguardian.com
[1] politicshome.com
[1] org.uk
[1] parliament.uk

Top Domains in Tweet in G4:
[3] secondnexus.com
[2] apnews.com
[2] kff.org
[1] pewresearch.org
[1] californianewstimes.com
[1] tortoisemedia.com
[1] latimes.com
[1] nytimes.com
[1] sfchronicle.com
[1] washingtonpost.com

Top Domains in Tweet in G5:
[5] astroawani.com
[4] com.my
[3] bernama.com
[2] theguardian.com
[2] twitter.com
[1] t.me
[1] kpkesihatan.com

Top Domains in Tweet in G6:
[23] apple.news
[4] nbcnews.com
[3] com.my

Top Domains in Tweet in G7:
[15] trib.al
[7] nypost.com
[5] nyti.ms
[3] foxnews.com
[3] nytimes.com
[2] huffpost.com
[2] theintercept.com
[1] floridapolitics.com
[1] sun-sentinel.com
[1] wapo.st

Top Domains in Tweet in G8:
[5] co.uk
[2] nytimes.com
[2] bmj.com
[1] twitter.com
[1] autismeye.com
[1] newscientist.com
[1] bbc.com
[1] fatherly.com
[1] theguardian.com

Top Domains in Tweet in G9:
[1] thehindu.com
[1] who.int

Top Domains in Tweet in G10:
[4] twitter.com
[3] trib.al
[2] timesofisrael.com
[2] theguardian.com
[2] co.uk
[1] publichealthontario.ca
[1] independentsage.org
[1] aap.org
[1] businessinsider.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[216] covid19
[165] covid
[109] covid_19
[39] enhypen
[30] vaccinemandate
[25] pandemicpaul
[23] venezuela
[23] coronavirus
[18] cdnpoli
[17] getvaccinated



Top Hashtags in Tweet in G1:
[31] covid19
[29] covid
[11] covid_19
[11] coronavirus
[8] whatshappeninginmyanmar
[7] crimesagainsthumanity
[5] news
[4] vaers
[3] getvaccinated
[3] covidvaccination

Top Hashtags in Tweet in G2:
[4] trinidad
[3] covid19
[1] nickiminaj
[1] londonofficemarket
[1] officemarket
[1] covidiots
[1] deltavariant
[1] covid
[1] getvaccinated

Top Hashtags in Tweet in G3:
[8] covid19
[3] vaccinepassports
[3] pmqs
[2] covid_19
[1] kayburley
[1] thismorning
[1] covid
[1] nhs
[1] excludedunity
[1] ukpolitics

Top Hashtags in Tweet in G4:
[3] flapol
[3] deathsantis
[2] covid19
[2] onev1
[2] demvoice1
[1] unvaxxed
[1] covid
[1] vaccine
[1] votenoontherecall

Top Hashtags in Tweet in G5:
[6] awaninews
[4] awani745
[4] covid19
[4] menangbersama
[4] komunikasikita
[3] jabatanpenerangan
[3] lindungdirilindungsemua
[2] covid
[2] malaysiasihat
[2] rtm

Top Hashtags in Tweet in G6:
[3] kualalumpur
[2] rap
[1] bluewave2022
[1] fightfordemocracy

Top Hashtags in Tweet in G7:
[6] desantis
[2] usaendtravelban
[1] indiafightscorona
[1] endpp10199
[1] vaccination
[1] sonusood

Top Hashtags in Tweet in G8:
[1] brexitshambles
[1] gtto
[1] whatrdsdo
[1] healthandsafety
[1] covidisairborne
[1] schools
[1] johnsonvariant

Top Hashtags in Tweet in G10:
[10] pmqs
[2] nhs
[2] covid19
[1] kayburley
[1] ineffectivetool
[1] johnsonout
[1] toriesout

Top Words
Top Words in Tweet in Entire Graph:
[8601] covid
[2733] 19
[920] vaccine
[782] people
[548] vaccinated
[534] died
[463] more
[393] one
[384] cases
[369] health

Top Words in Tweet in G1:
[919] covid
[326] 19
[88] vaccine
[82] people
[55] cases
[51] more
[48] one
[37] vaccinated
[34] 2021
[31] #covid19

Top Words in Tweet in G2:
[119] covid
[35] nickiminaj
[28] vaccine
[23] died
[21] tucker
[19] carlson
[18] 19
[17] anti
[16] msnbc
[14] vaccines

Top Words in Tweet in G3:
[99] covid
[25] vaccine
[22] winter
[19] sajidjavid
[19] people
[18] plan
[15] nhs
[14] health
[14] uk
[14] 19

Top Words in Tweet in G4:
[84] covid
[44] california
[43] joncoopertweets
[43] recall
[41] referendum
[40] biden
[38] newsom
[37] largely
[37] gavin
[37] president

Top Words in Tweet in G5:
[127] covid
[100] 19
[56] 16
[53] 2021
[53] langkawi
[52] september
[42] kes
[40] yang
[40] doktor
[38] nampak

Top Words in Tweet in G6:
[127] covid
[86] langkawi
[81] sbb
[79] ke
[50] 19
[46] ada
[46] positif
[44] wajib
[42] baca
[41] orang

Top Words in Tweet in G7:
[84] covid
[42] 19
[21] vaccine
[20] against
[19] nytimes
[19] nicki
[18] minaj
[17] washingtonpost
[14] ap
[11] live

Top Words in Tweet in G8:
[54] six
[35] covid
[29] hospital
[28] work
[27] months
[27] including
[27] weeks
[27] ventilator
[27] huge
[27] amount

Top Words in Tweet in G9:
[2] fighterth

Top Words in Tweet in G10:
[56] covid
[22] nhs
[21] chrischirp
[19] plan
[18] catch
[18] mask
[17] cases
[17] government
[17] health
[11] already

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2681] covid,19
[355] died,covid
[211] contra,covid
[182] covid,vaccine
[178] 19,vaccine
[129] covid,cases
[116] covid,deaths
[108] against,covid
[103] fully,vaccinated
[91] vaccinated,against

Top Word Pairs in Tweet in G1:
[323] covid,19
[28] covid,vaccine
[21] contra,covid
[20] 19,vaccine
[17] died,covid
[16] covid,test
[15] covid,cases
[11] 19,cases
[11] anti,covid
[9] last,year

Top Word Pairs in Tweet in G2:
[20] died,covid
[19] tucker,carlson
[18] covid,19
[12] covid,vaccine
[12] veronica,wolski
[12] wolski,woman
[12] woman,became
[12] became,well
[12] well,known
[12] known,online

Top Word Pairs in Tweet in G3:
[14] covid,19
[9] health,secretary
[9] winter,covid
[9] covid,plan
[7] covid,pass
[6] vaccination,healthy
[6] catch,covid
[6] sajid,javid
[6] nhs,app
[5] covid,vaccine

Top Word Pairs in Tweet in G4:
[37] california,recall
[37] recall,largely
[37] largely,referendum
[37] referendum,gavin
[37] gavin,newsom
[37] newsom,president
[37] president,biden
[37] biden,aggressive
[37] aggressive,actions
[36] joncoopertweets,california

Top Word Pairs in Tweet in G5:
[100] covid,19
[51] september,2021
[37] 16,september
[32] setiap,pelancong
[32] pelancong,yang
[29] ke,langkawi
[25] yang,akan
[20] bermula,16
[19] akan,bercuti
[19] bercuti,ke

Top Word Pairs in Tweet in G6:
[50] covid,19
[45] ke,langkawi
[44] positif,covid
[41] wajib,test
[40] ada,baca
[40] baca,orang
[40] orang,complain
[40] complain,sbb
[40] sbb,wajib
[40] test,covid

Top Word Pairs in Tweet in G7:
[42] covid,19
[18] nicki,minaj
[7] white,house
[7] vladimir,putin
[6] well,well
[6] top,science
[6] science,agency
[6] agency,tailored
[6] findings,fit
[5] against,covid

Top Word Pairs in Tweet in G8:
[27] six,months
[27] months,hospital
[27] hospital,including
[27] including,six
[27] six,weeks
[27] weeks,ventilator
[27] ventilator,huge
[27] huge,amount
[27] amount,hard
[27] hard,work

Top Word Pairs in Tweet in G10:
[11] health,secretary
[9] tory,backbenches
[9] backbenches,#pmqs
[9] #pmqs,mask
[9] mask,sight
[9] sight,ok
[9] ok,health
[9] secretary,catch
[8] government,plan
[8] plan,unsustainable

Top Replied-To
Top Replied-To in Entire Graph:
@nickiminaj
@govrondesantis
@kasie
@adambienkov
@foxnews
@joncoopertweets
@danbloom1
@drericding
@realchasegeiser
@chrischirp

Top Replied-To in G1:
@fmviva1

Top Replied-To in G2:
@nickiminaj
@mrst106
@masterofchem
@johntae2005
@jitterbugperf
@patriottakes
@genej101
@dianecroft1966
@lucassouth5
@putrid_fruit

Top Replied-To in G3:
@talkradio
@skynews
@kayburley
@alisongeorge10
@angelarayner
@simms7_7
@paulgardinerdj
@borisjohnson
@cbscot72
@peston

Top Replied-To in G4:
@joncoopertweets
@aslavitt
@itstimetonotbe
@krbutler08
@dancrenshawtx
@lil_brown_bat
@walshfreedom

Top Replied-To in G5:
@khairykj
@dghisham
@azmanrocks

Top Replied-To in G6:
@brontyman

Top Replied-To in G7:
@foxnews
@drumpffree
@ap
@adamboultonsky
@sonusood
@mikekwiatek
@nytimes
@realronmexico99
@j_santino13
@joelbruce44

Top Replied-To in G8:
@zerocovidni
@robertosanpier1
@aprilmay001
@tigressellie
@m1k3yscc
@lynes_george
@hoppysaul
@karamballes
@riffmandale
@rabbitleader230

Top Replied-To in G9:
@bitibeach
@rochellecabirac

Top Replied-To in G10:
@danbloom1
@chrischirp
@nutkiin
@profmarktaubert
@danpaulman
@blm2020blm
@bbcnews
@haggis_uk

Top Mentioned
Top Mentioned in Entire Graph:
@jenniemandu1_
@occupydemocrats
@cnn
@redzuannewsmpb
@joncoopertweets
@kylegriffin1
@athirahnajwa_
@andrewpollackfl
@jjackson_rn
@kkmputrajaya

Top Mentioned in G1:
@telefecordoba
@unsdsnturkey
@jsungflrt
@ideagov
@cacobrasil2
@anuarsaadsaad
@mikefreemannfl

Top Mentioned in G2:
@nickiminaj
@msnbc
@safetypindaily
@jeremynewberger
@deanobeidallah
@rvawonk
@brycecovert
@brikeilarcnn
@fake_biden
@bulldoghill

Top Mentioned in G3:
@sajidjavid
@skynews
@borisjohnson
@toadmeister
@conservatives
@10downingstreet
@silkiecarlo
@talkradio
@juliahb1
@bigbrotherwatch

Top Mentioned in G4:
@joncoopertweets
@aslavitt
@gavinnewsom
@georgetakei
@7711irwin
@joshmich
@jennycohn1
@bricebarnes
@larryelder
@kff

Top Mentioned in G5:
@kkmputrajaya
@dghisham
@azmanrocks
@khairykj
@joekaosjr
@bernamadotcom
@501awani
@dramarmoh
@jpenerangan
@kosmo_online

Top Mentioned in G6:
@redzuannewsmpb
@athirahnajwa_
@brontyman
@doktorsamhan
@hmetromy
@azmanrocks
@medicvet68
@dghisham
@queeniexo4

Top Mentioned in G7:
@nytimes
@washingtonpost
@ap
@ranaayyub
@carlosgsmith
@foxnews
@sonusood
@harsh_mander
@karan_singhs
@nypost

Top Mentioned in G8:
@felicityhannah
@safeedforall_uk
@goodlawproject
@hivetosurvive
@lbc
@dmodoscutter
@jolyonmaugham
@tigressellie
@ianmaher7
@sandyboots2020

Top Mentioned in G9:
@fighterth
@bigtastey22
@chiarellorob
@inugamiz
@roboticshoe72
@smitty451
@blifter99
@onemoredog1
@lisawaddellor
@moon89535020

Top Mentioned in G10:
@chrischirp
@haggis_uk
@carolinelucas
@beany_1
@devisridhar
@bbcnews
@mikegalsworthy
@jgs_x
@jacoganjr
@danbloom1

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@la_patilla
@ja8yum
@infoitinterno
@tomthunkitsmind
@mrdjones
@knewz_currently
@threadreaderapp
@streamerwall
@detikcom

Top Tweeters in G1:
@la_patilla
@infoitinterno
@knewz_currently
@detikcom
@berkleybearnews
@robinsnewswire
@portaldiarioar
@jcc_news
@newsoneplace
@vivacoid

Top Tweeters in G2:
@safetypindaily
@bulldoghill
@edwardarowe1
@standardnews
@pineywoozle
@linascc
@msnbc
@seecfc
@kle1967
@kelouise1

Top Tweeters in G3:
@the_evil_barbie
@skynews
@iromg
@caz5697
@itvnews
@politicshome
@hhelenakhl
@jemloire
@clarkemicah
@secretspartacus

Top Tweeters in G4:
@burnettcynthia
@passarelliallan
@latimes
@nickkave
@monitor_ph
@sistercrow
@joncoopertweets
@heatherj750
@drdoodlie1994
@simplypjb

Top Tweeters in G5:
@501awani
@bernamadotcom
@bernamaradio
@adilakaman
@kosmo_online
@syafiqduckie
@buletintv3
@ho_adison
@radzwankhalid_
@beritartm

Top Tweeters in G6:
@brontyman
@beverlynotmypre
@itsqs
@hmetromy
@meknimmm
@adrizamri
@nnraain_
@fallinaddy
@nhashtaging
@0hhitsu

Top Tweeters in G7:
@chris_1791
@oldsalz
@girlzinger
@nytimes
@foxnews
@nypost
@washingtonpost
@pamunplugged
@6nsinvt
@royal_ryder

Top Tweeters in G8:
@sallyrmelb
@loraanem
@philmorandi
@laizydaizey
@david96212152
@richredvoices
@rickwrightnow
@sweetie_tweeter
@woolhatwoman
@happy2bnana

Top Tweeters in G9:
@melissa5053
@tomdoubting
@jmdelga82664720
@lovejuggernaut
@smcosta6
@maperettedm
@jacktorrance182
@princesspbbaby
@artyshouse
@angryfleas

Top Tweeters in G10:
@miss_placed_
@businessinsider
@tighnacoille
@jorichardskent
@bbcnews
@henriklubo
@fascinatorfun
@harding_keith
@pantherwild
@frank3davies