VaccinesWork, Twitter, 9/6/2021 5:37:41 AM, 261256


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VaccinesWork_2021-09-05_19-19-14.xlsx
VaccinesWork_2021-09-05_19-19-14.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 06, 2021
Short Description:
VaccinesWork via NodeXL https://bit.ly/3thgp6t
@gyamey
@mianrey
@pangolinsulfur1
@gavi
@finnpower70
@bennettcartoons
@doritmi
@viralvideovlogs
@drneilstone
@dfreedman7

Top hashtags:
#vaccineswork
#covid19
#vaccines
#vaccinessavelives
#vaccinepassports
#sarscov2

Description:
Description
The graph represents a network of 7,901 Twitter users whose tweets in the requested range contained "VaccinesWork", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 06 September 2021 at 02:32 UTC.

The requested start date was Monday, 06 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 4-day, 6-hour, 25-minute period from Wednesday, 01 September 2021 at 05:42 UTC to Sunday, 05 September 2021 at 12:08 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 : 7901
Unique Edges : 3637
Edges With Duplicates : 11088
Total Edges : 14725
Number of Edge Types : 5
Replies to : 659
Tweet : 1610
Retweet : 5132
MentionsInRetweet : 6055
Mentions : 1269
Self-Loops : 1648
Reciprocated Vertex Pair Ratio : 0.00830696202531645
Reciprocated Edge Ratio : 0.0164770498234602
Connected Components : 1372
Single-Vertex Connected Components : 716
Maximum Vertices in a Connected Component : 4451
Maximum Edges in a Connected Component : 9708
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 6.902584
Graph Density : 0.000122512932988774
Modularity : 0.54035
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 7,901 Twitter users whose tweets in the requested range contained "VaccinesWork", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 06 September 2021 at 02:32 UTC.

The requested start date was Monday, 06 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 4-day, 6-hour, 25-minute period from Wednesday, 01 September 2021 at 05:42 UTC to Sunday, 05 September 2021 at 12:08 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 : VaccinesWork
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:
[63] https://covid19.ontariohealth.ca
[63] https://covid-19.ontario.ca/book-vaccine/
[41] https://www.gavi.org/vaccineswork/mounting-evidence-suggests-covid-vaccines-do-reduce-transmission-how-does-work
[23] https://chng.it/QsjpZfWG8z
[12] https://twitter.com/thesportsminn/status/1421669759871897607
[10] https://www.cbsnews.com/news/covid-breakthrough-infections-vaccine-rate-symptoms-study/?utm_source=facebook&utm_medium=news_tab&utm_content=curated
[10] https://www.gavi.org/vaccineswork/what-does-new-c12-coronavirus-variant-mean-covid-19-vaccines
[9] https://www.amazon.com/dp/B09F5KGMTK
[8] https://twitter.com/CaulfieldTim/status/1434165460560269312
[7] https://www.mcsweeneys.net/articles/oh-my-fucking-god-get-the-fucking-vaccine-already-you-fucking-fucks

Top URLs in Tweet in G1:
[4] https://www.gavi.org/vaccineswork/what-does-new-c12-coronavirus-variant-mean-covid-19-vaccines
[2] https://www.covid-datascience.com/post/israeli-data-how-can-efficacy-vs-severe-disease-be-strong-when-60-of-hospitalized-are-vaccinated
[2] https://twitter.com/CDCgov/status/1433174776181399552
[2] https://twitter.com/thelancet/status/1433195677610352644
[2] https://www.washingtonpost.com/outlook/2021/08/31/covid-israel-hospitalization-rates-simpsons-paradox/
[2] https://www.deskeplanner.com/
[2] https://www.mcsweeneys.net/articles/oh-my-fucking-god-get-the-fucking-vaccine-already-you-fucking-fucks
[2] https://twitter.com/rollingstone/status/1433922442850930696
[2] https://twitter.com/accnetwork/status/1433916233599143944
[2] https://twitter.com/wutangkids/status/1434175882709569539

Top URLs in Tweet in G2:
[1] https://www.nytimes.com/2021/09/03/health/delta-children-hospitalization-rates.html
[1] https://twitter.com/i/web/status/1433838824749211666
[1] https://twitter.com/dgurdasani1/status/1433538696163192852
[1] https://twitter.com/i/web/status/1433735987306377256
[1] https://www.gavi.org/vaccineswork/mounting-evidence-suggests-covid-vaccines-do-reduce-transmission-how-does-work?gclid=Cj0KCQjwraqHBhDsARIsAKuGZeEzQEOk8U_T4qi-Kfv3t6NVJT6bIZmVE76nSjVE1qzJQiYW-bZmpF0aAmN2EALw_wcB
[1] https://twitter.com/philipp55162144/status/1433796499536764929

Top URLs in Tweet in G4:
[9] https://www.amazon.com/dp/B09F5KGMTK
[4] https://www.gavi.org/vaccineswork/long-view-100-years-and-counting-mask-wearing-japan
[4] https://www.youtube.com/watch?v=oUyjmOJBKCw

[3] https://click.everyaction.com/k/35147016/304175936/-2059430598?nvep=ew0KICAiVGVuYW50VXJpIjogIm5ncHZhbjovL3Zhbi9FQS9FQTAwMi8xLzY2MDcxIiwNCiAgIkRpc3RyaWJ1dGlvblVuaXF1ZUlkIjogImU3ODIxMjA2LWJiMGMtZWMxMS05ODFmLTUwMWFjNTdiYTNlZCIsDQogICJFbWFpbEFkZHJlc3MiOiAiZGF3bmFjcmF3Zm9yZEBnbWFpbC5jb20iDQp9&hmac=i3PBzkXDMUM5XFn-DTPi1fpC9bKDGPaDa3_KzHon5Ko=&emci=3987cba5-9c0c-ec11-981f-501ac57ba3ed&emdi=e7821206-bb0c-ec11-981f-501ac57ba3ed&ceid=4108882
[3] https://click.everyaction.com/k/35147022/304175954/2086159735?nvep=ew0KICAiVGVuYW50VXJpIjogIm5ncHZhbjovL3Zhbi9FQS9FQTAwMi8xLzY2MDcxIiwNCiAgIkRpc3RyaWJ1dGlvblVuaXF1ZUlkIjogImU3ODIxMjA2LWJiMGMtZWMxMS05ODFmLTUwMWFjNTdiYTNlZCIsDQogICJFbWFpbEFkZHJlc3MiOiAiZGF3bmFjcmF3Zm9yZEBnbWFpbC5jb20iDQp9&hmac=i3PBzkXDMUM5XFn-DTPi1fpC9bKDGPaDa3_KzHon5Ko=&emci=3987cba5-9c0c-ec11-981f-501ac57ba3ed&emdi=e7821206-bb0c-ec11-981f-501ac57ba3ed&ceid=4108882
[2] https://click.everyaction.com/k/35030655/303819930/-1227368171?nvep=ew0KICAiVGVuYW50VXJpIjogIm5ncHZhbjovL3Zhbi9FQS9FQTAwMi8xLzY2MDcxIiwNCiAgIkRpc3RyaWJ1dGlvblVuaXF1ZUlkIjogIjAwOWYxMmJkLTI4MGItZWMxMS05ODFmLTUwMWFjNTdiYTNlZCIsDQogICJFbWFpbEFkZHJlc3MiOiAia2F0ZUBiY2RjaWRlYXMuY29tIg0KfQ%3D%3D&hmac=JIJ-dv_rkfwtAtD4bmURLy4evJwH6IaKleiasTNwae8=&emci=8109b101-120b-ec11-981f-501ac57ba3ed&emdi=009f12bd-280b-ec11-981f-501ac57ba3ed&ceid=9865539
[2] https://www.cnn.com/2021/09/01/health/booster-vaccines-fda-advisers/index.html
[2] https://www.npr.org/sections/coronavirus-live-updates/2021/09/01/1033337445/fake-vaccination-cards-were-sold-to-health-care-workers-on-instagram
[2] https://click.everyaction.com/k/35147020/304175950/-1943925224?nvep=ew0KICAiVGVuYW50VXJpIjogIm5ncHZhbjovL3Zhbi9FQS9FQTAwMi8xLzY2MDcxIiwNCiAgIkRpc3RyaWJ1dGlvblVuaXF1ZUlkIjogImU3ODIxMjA2LWJiMGMtZWMxMS05ODFmLTUwMWFjNTdiYTNlZCIsDQogICJFbWFpbEFkZHJlc3MiOiAiZGF3bmFjcmF3Zm9yZEBnbWFpbC5jb20iDQp9&hmac=i3PBzkXDMUM5XFn-DTPi1fpC9bKDGPaDa3_KzHon5Ko=&emci=3987cba5-9c0c-ec11-981f-501ac57ba3ed&emdi=e7821206-bb0c-ec11-981f-501ac57ba3ed&ceid=4108882
[2] https://click.everyaction.com/k/35030669/303819942/1463382737?nvep=ew0KICAiVGVuYW50VXJpIjogIm5ncHZhbjovL3Zhbi9FQS9FQTAwMi8xLzY2MDcxIiwNCiAgIkRpc3RyaWJ1dGlvblVuaXF1ZUlkIjogIjAwOWYxMmJkLTI4MGItZWMxMS05ODFmLTUwMWFjNTdiYTNlZCIsDQogICJFbWFpbEFkZHJlc3MiOiAia2F0ZUBiY2RjaWRlYXMuY29tIg0KfQ%3D%3D&hmac=JIJ-dv_rkfwtAtD4bmURLy4evJwH6IaKleiasTNwae8=&emci=8109b101-120b-ec11-981f-501ac57ba3ed&emdi=009f12bd-280b-ec11-981f-501ac57ba3ed&ceid=9865539

Top URLs in Tweet in G5:
[6] https://www.gavi.org/vaccineswork/what-does-new-c12-coronavirus-variant-mean-covid-19-vaccines
[3] https://www.gavi.org/vaccineswork/future-global-pandemic-security-navigating-shifting-landscapes-gavi-white-paper
[3] https://vaccine.enroll.health.gov.za/
[2] https://www.gavi.org/vaccineswork/covid-variants-we-spoke-experts-designing-single-vaccine-defeat-them-all
[2] https://www.gavi.org/vaccineswork/word-mouth-town-criers-boost-covid-19-vaccinations-congo-brazzaville
[2] https://www.gavi.org/vaccineswork/more-250000-infants-estimated-have-died-due-pandemic-poverty
[2] https://www.gavi.org/vaccineswork/combining-seasonal-malaria-vaccination-treatment-can-cut-malaria-deaths-children-70
[2] https://www.gavi.org/vaccineswork/how-covid-19-will-damage-lives-african-children-decades-come
[1] https://www.gavi.org/vaccineswork/hantavirus-study-shows-restoring-forests-can-reduce-zoonotic-disease-risk
[1] https://twitter.com/MalawiUNICEF/status/1431605182123630592

Top URLs in Tweet in G6:
[1] https://twitter.com/thelancet/status/1433195677610352644
[1] https://twitter.com/i/web/status/1433380032798466060
[1] https://twitter.com/i/web/status/1433468618642272257
[1] https://twitter.com/i/web/status/1433457213213925380
[1] https://twitter.com/guardian/status/1433436001171562498
[1] https://twitter.com/drneilstone/status/1434439875516829698
[1] https://twitter.com/i/web/status/1433857054662434830
[1] https://twitter.com/i/web/status/1433343754195320833

Top URLs in Tweet in G7:
[1] https://www.thediarist.ph/vaccines-why-dont-you-listen-to-science/
[1] https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3895639

Top URLs in Tweet in G8:
[1] https://twitter.com/emilyholley/status/1433919432712196100
[1] https://twitter.com/i/web/status/1433558612173996062
[1] https://twitter.com/i/web/status/1433575465655025684
[1] https://www.self.com/story/hpv-vaccine-advocate
[1] https://twitter.com/i/web/status/1433816925897887756
[1] https://twitter.com/i/web/status/1433411801081864194

Top URLs in Tweet in G9:
[2] https://twitter.com/PamelaPMartinez/status/1433464763565191177
[1] https://www.medrxiv.org/content/10.1101/2021.08.27.21262356v1
[1] https://www.scientificamerican.com/article/how-to-make-immunity-passports-more-ethical/
[1] https://www.gavi.org/vaccineswork/what-do-immunity-passports-and-vaccination-certificates-mean-covid-19-restrictions
[1] https://twitter.com/i/web/status/1433095398256791555
[1] https://twitter.com/dockevinmcleod/status/1433775208519847942
[1] https://twitter.com/i/web/status/1433262517644525569
[1] https://twitter.com/kiranshaw/status/1433479836865994777

Top URLs in Tweet in G10:
[1] https://www.nejm.org/doi/full/10.1056/NEJMoa2026330?cookieSet=1
[1] https://twitter.com/i/web/status/1433131750524440585

Top Domains
Top Domains in Tweet in Entire Graph:
[1031] twitter.com
[135] gavi.org
[63] ontariohealth.ca
[63] ontario.ca
[23] chng.it
[22] youtube.com
[19] everyaction.com
[15] nytimes.com
[14] blogspot.com
[13] yahoo.com

Top Domains in Tweet in G1:
[356] twitter.com
[15] gavi.org
[8] youtube.com
[6] nytimes.com
[6] yahoo.com
[4] washingtonpost.com
[3] co.uk
[2] thehill.com
[2] google.com
[2] covid-datascience.com

Top Domains in Tweet in G2:
[4] twitter.com
[1] nytimes.com
[1] gavi.org

Top Domains in Tweet in G4:
[101] twitter.com
[19] everyaction.com
[9] amazon.com
[6] gavi.org
[5] thecovid.site
[4] youtube.com
[3] npr.org
[2] cnn.com
[2] wired.com
[2] latimes.com

Top Domains in Tweet in G5:
[40] gavi.org
[18] twitter.com
[3] gov.za
[3] unicef.org
[2] shotatlife.org
[1] instagram.com
[1] who.int
[1] msn.com
[1] webmd.com
[1] bit.ly

Top Domains in Tweet in G6:
[8] twitter.com

Top Domains in Tweet in G7:
[1] thediarist.ph
[1] ssrn.com

Top Domains in Tweet in G8:
[5] twitter.com
[1] self.com

Top Domains in Tweet in G9:
[6] twitter.com
[1] medrxiv.org
[1] scientificamerican.com
[1] gavi.org

Top Domains in Tweet in G10:
[1] nejm.org
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3458] vaccineswork
[809] covid19
[403] vaccines
[361] vaccinessavelives
[313] vaccinepassports
[286] sarscov2
[281] coronavirus
[241] vaccinated
[240] vaccine
[222] covid



Top Hashtags in Tweet in G1:
[670] vaccineswork
[124] covid19
[71] vaccinessavelives
[59] getvaccinated
[56] covid
[49] vaccinated
[47] vaccine
[42] getvaccinatednow
[34] maskup
[32] covidiots

Top Hashtags in Tweet in G2:
[13] vaccineswork
[5] covid19
[1] svpol
[1] coronavirussverige
[1] getvaccinatednow
[1] vaccinessavelives
[1] covidisnotover
[1] wearamask

Top Hashtags in Tweet in G3:
[454] vaccineswork

Top Hashtags in Tweet in G4:
[160] vaccineswork
[98] covid19
[57] vaccines
[40] vaccinepassports
[40] vaccine
[39] vaccinepassport
[38] joerogan
[38] joeroganisliterally5foot3
[38] rogan
[38] vaccinemandates

Top Hashtags in Tweet in G5:
[121] covid19
[66] vaccineswork
[23] takeyourshot
[15] vaccinerolloutsa
[15] covid19sa
[12] covid19vaccines
[10] vaccination
[10] getvaccinated
[8] marburg
[7] youthsa

Top Hashtags in Tweet in G6:
[54] vaccineswork
[23] getvaccinated
[9] covid19
[7] vaccinationssavelives
[4] gograbthatjabsa
[4] getvaccinatednow
[2] vaccinessaveslives
[2] covid19sa
[2] deltavariant
[2] vaccinationrolloutsa

Top Hashtags in Tweet in G7:
[191] outbreak
[191] sarscov2
[191] coronavirus
[191] mutations
[5] covid19
[5] goodnews
[5] covidvaccines
[5] china
[5] sinopharm
[5] coronavac

Top Hashtags in Tweet in G8:
[27] vaccineswork
[10] vaccinessavelives
[7] getvaccinatednow
[3] getvaccinated
[2] covidsucks
[2] vaccinessaveslives
[1] teamvaccine
[1] vaccinesaveslives
[1] covid19

Top Hashtags in Tweet in G9:
[33] vaccineswork
[1] covid19
[1] getvaccinated
[1] covid19vic
[1] wearamask

Top Hashtags in Tweet in G10:
[189] vaccineswork
[181] vaccines
[177] vaccinepassports
[7] vaccinessavelives
[4] antivaxers
[4] antivaccine
[4] covid_19
[3] covidvaccines
[3] boostershot
[3] boostershots

Top Words
Top Words in Tweet in Entire Graph:
[3455] #vaccineswork
[1439] teens
[1046] covid
[832] despite
[809] #covid19
[779] 10
[774] rate
[769] times
[766] high
[757] vaxxed

Top Words in Tweet in G1:
[670] #vaccineswork
[124] #covid19
[105] covid
[97] vaccinated
[92] vaccine
[82] people
[71] #vaccinessavelives
[59] #getvaccinated
[56] vaccines
[56] #covid

Top Words in Tweet in G2:
[1368] teens
[686] high
[685] vaxxed
[684] gyamey
[684] hospitalization
[684] rate
[684] unvaxxed
[684] 10
[684] times
[684] despite

Top Words in Tweet in G3:
[454] imagen
[454] vale
[454] mil
[454] palabras
[454] #vaccineswork
[453] mianrey
[2] teens

Top Words in Tweet in G4:
[160] #vaccineswork
[98] #covid19
[87] anti
[86] vaccine
[77] over
[74] getting
[71] joe
[70] rogan
[69] everyone
[68] butthurt

Top Words in Tweet in G5:
[121] #covid19
[96] gavi
[72] vaccines
[66] #vaccineswork
[62] variant
[40] covid
[38] more
[31] gaviseth
[31] world
[31] against

Top Words in Tweet in G6:
[222] drneilstone
[218] light
[180] covid
[123] unvaccinated
[122] israel
[112] data
[110] green
[109] israelmoh
[109] patients
[109] seriously

Top Words in Tweet in G7:
[383] less
[382] more
[194] vaccinologist
[191] vaccinated
[191] individuals
[191] controlled
[191] #outbreak
[191] #sarscov2
[191] #coronavirus
[191] transmission

Top Words in Tweet in G8:
[157] finnpower70
[148] day
[148] hospital
[148] vaccines
[147] beautified
[147] pic
[147] issues
[147] look
[147] today
[147] 9th

Top Words in Tweet in G9:
[155] erictopol
[155] good
[155] news
[154] vaccinations
[154] looks
[154] country
[154] keeps
[154] track
[154] current
[154] data

Top Words in Tweet in G10:
[189] #vaccineswork
[181] #vaccines
[177] cartoon
[177] torontostar
[177] #vaccinepassports
[176] deadder
[7] bennettcartoons
[7] 2021
[7] #vaccinessavelives
[6] bottom

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[728] 10,times
[718] hospitalization,rate
[718] rate,unvaxxed
[718] unvaxxed,teens
[718] teens,10
[718] times,high
[718] high,vaxxed
[718] vaxxed,teens
[718] teens,despite
[718] despite,epic

Top Word Pairs in Tweet in G1:
[56] #vaccineswork,#vaccinessavelives
[42] covid,19
[30] #covid19,#vaccineswork
[20] #getvaccinatednow,#vaccineswork
[20] #vaccine,#vaccineswork
[18] #getvaccinated,#vaccineswork
[16] #covid,#vaccineswork
[15] #vaccineswork,#getvaccinated
[14] #vaccineswork,#vaccinated
[13] fully,vaccinated

Top Word Pairs in Tweet in G2:
[684] hospitalization,rate
[684] rate,unvaxxed
[684] unvaxxed,teens
[684] teens,10
[684] 10,times
[684] times,high
[684] high,vaxxed
[684] vaxxed,teens
[684] teens,despite
[684] despite,epic

Top Word Pairs in Tweet in G3:
[454] imagen,vale
[454] vale,mil
[454] mil,palabras
[454] palabras,#vaccineswork
[453] mianrey,imagen

Top Word Pairs in Tweet in G4:
[70] joe,rogan
[68] everyone,getting
[68] getting,butthurt
[68] butthurt,over
[68] over,joe
[68] rogan,paying
[68] paying,attention
[67] attention,fact
[39] #vaccinepassports,#vaccine
[39] #vaccinepassport,#vaccineswork

Top Word Pairs in Tweet in G5:
[27] #covid19,variant
[26] covid,19
[24] declared,mu
[24] mu,strain
[24] strain,#covid19
[24] variant,interest
[24] interest,concerning
[24] concerning,variant
[23] gaviseth,declared
[23] variant,emerg

Top Word Pairs in Tweet in G6:
[109] data,israel
[109] israel,israelmoh
[109] israelmoh,patients
[109] patients,seriously
[109] seriously,ill
[109] ill,hospital
[109] hospital,covid
[109] covid,light
[109] light,blue
[109] blue,unvaccinated

Top Word Pairs in Tweet in G7:
[191] more,vaccinated
[191] vaccinated,individuals
[191] individuals,more
[191] more,controlled
[191] controlled,#outbreak
[191] #outbreak,less
[191] less,#sarscov2
[191] #sarscov2,#coronavirus
[191] #coronavirus,transmission
[191] transmission,less

Top Word Pairs in Tweet in G8:
[147] beautified,pic
[147] pic,issues
[147] issues,look
[147] look,today
[147] today,9th
[147] 9th,day
[147] day,hospital
[147] hospital,ve
[147] ve,both
[147] both,moderna

Top Word Pairs in Tweet in G9:
[155] good,news
[154] news,vaccinations
[154] vaccinations,looks
[154] looks,country
[154] country,keeps
[154] keeps,track
[154] track,current
[154] current,data
[153] erictopol,good
[153] data,excellen

Top Word Pairs in Tweet in G10:
[181] #vaccines,#vaccineswork
[177] cartoon,torontostar
[177] torontostar,#vaccinepassports
[177] #vaccinepassports,#vaccines
[176] deadder,cartoon
[7] bennettcartoons,2021
[7] #vaccineswork,#vaccinessavelives
[5] useful,thread
[5] thread,bottom
[5] bottom,line

Top Replied-To
Top Replied-To in Entire Graph:
@kenney
@govrondesantis
@thehill
@joerogan
@washingtonpost
@jackposobiec
@karenmoscato
@potus
@nc_governor
@nbcnews

Top Replied-To in G2:
@gyamey
@marlengarcia777
@miguel_says

Top Replied-To in G4:
@thehill
@joerogan
@washingtonpost
@nbcnews
@kylegriffin1
@npr
@drericding
@thedailyshow
@cnn
@abc

Top Replied-To in G6:
@drleighannjones
@holmes_ziggy
@yair_rosenberg

Top Replied-To in G8:
@biscotti63
@breaksfunky
@debsbtgirl
@johnmhunt
@timhoyt19
@txflse
@deannarosanna
@jmboiron
@nikkijacks79
@petergarber5

Top Replied-To in G9:
@consdragon64

Top Mentioned
Top Mentioned in Entire Graph:
@gyamey
@mianrey
@drneilstone
@vaccinologist
@torontostar
@deadder
@finnpower70
@erictopol
@bennettcartoons
@armyhealth_

Top Mentioned in G1:
@cajunchange
@alvinchipmunk00
@trumplastday
@freddie1999
@sasswithcas
@deskeplanner
@garlandgates
@vodourocks
@dhammikax
@mornafan93

Top Mentioned in G2:
@gyamey
@alastairmca30
@aditinfinite
@skiptomyloulou
@r_hellqvist
@murrayjohnsonjr
@ballesteros_312
@thevoiceofjosh
@jmpsimor
@drdompimenta

Top Mentioned in G3:
@mianrey
@gyamey

Top Mentioned in G4:
@doritmi
@projecthalo
@vaxyourfam
@joerogan
@bnar
@googlemyrna
@cnn
@britsocimm
@jimmcmanusph
@kylemockeridge

Top Mentioned in G5:
@gavi
@gaviseth
@who
@unicef_sa
@psvijamaica
@unicef
@ureportzar
@sandalsresorts
@tourismja
@amref_worldwide

Top Mentioned in G6:
@drneilstone
@israelmoh
@nicd_sa
@arsenal
@kerrinbegg
@sfv_asf
@gyamey
@covidsupportsa
@zchagla
@bluebullsrugby

Top Mentioned in G7:
@vaccinologist
@thediaristph
@dfreedman7
@ssrn

Top Mentioned in G8:
@finnpower70
@debsbtgirl
@maureviv
@cleavon_md
@breaksfunky
@gyamey
@selfmagazine
@sallyt
@brontyman
@hitchy_

Top Mentioned in G9:
@erictopol
@jneill
@gyamey
@merusheel
@sjturn
@john_actuary
@finnpower70
@kellywind
@mianrey
@drneilstone

Top Mentioned in G10:
@torontostar
@deadder
@bennettcartoons
@hinz_tamara
@carlos_chaccour
@nejm
@drneilstone
@sameeptweets

Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@tinamarie_80s
@cagney1991
@geoffrey_payne
@rjber15
@joni_looking
@billm9
@cipherequality
@padakitty
@lizditz

Top Tweeters in G1:
@lseefeldt3
@55krissi55
@seculawyer
@agargmd
@ferejohn
@irenewa45168212
@joseph_santoro
@basementvegan
@nightingal_news
@mornafan93

Top Tweeters in G2:
@cagney1991
@gracemurphy2
@multijo1
@curiouskd2000
@trumpwatchnews
@margymayell
@mit1953
@pink1963dsw
@joanpennnative
@catherinemginn

Top Tweeters in G3:
@mamenarsenio
@sandriiauryner
@gima_a
@agirregabiria
@minervacalder12
@carmensuisse
@mire_palenzuela
@beaarroyocom
@brumariormadrid
@modesto

Top Tweeters in G4:
@lizditz
@thehill
@dailymirror
@slate
@thr
@nytimes
@la_cerca
@demiurgotuiter
@nypost
@kenikewahine78

Top Tweeters in G5:
@avonan
@easyjet
@corona_ssyt
@kaleidoscopet0
@geoffypjohnston
@ewnupdates
@basuashis
@bonuscr
@salhaj
@wiserthaniwasb4

Top Tweeters in G6:
@latialina
@akuabafame
@mariolapr
@jcgomezrincon
@sarahisitme
@crednescodpeace
@lephantomdennis
@arwon
@harkaway
@markc01

Top Tweeters in G7:
@fchaumac_chau
@melody4913
@xallywho
@vaccinologist
@ssrn
@yang_aotearoa
@maricel78593189
@gillianhammedi5
@mildascafuri5
@ethagoddess6

Top Tweeters in G8:
@americanair
@theresamax
@brontyman
@actdontreact
@loraanem
@aliadair22
@teakinrj
@areck0001
@lellingw
@inforenique

Top Tweeters in G9:
@menabster
@njdoc
@ansisegle
@ant1988
@annetteashley61
@eilonwy24
@tashica4
@beaumontbee
@rahah_ghazali
@donaldverger

Top Tweeters in G10:
@mrkalman
@torontostar
@medit8now
@pjlacasse22
@chicagobernie
@soalmila
@ndngenuity
@ow_my_back_
@queerthoughts
@daveunger3


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