COVID, Twitter, 12/21/2022 5:11:27 PM, 286713


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COVID_2022-12-21_00-34-42.xlsx
COVID_2022-12-21_00-34-42.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 21, 2022
Short Description:
COVID via NodeXL https://bit.ly/3G9PUrz
@elonmusk
@peterhotez
@drericding
@claireentwistl7
@alp_trader
@incrementallog1
@draseemmalhotra
@robertkennedyjr
@drsimonegold
@susanneheart

Top hashtags:
#covid
#covid19
#railwaynewvacancydo
#covid_19
#jornadadevacunación

Description:
Description
The graph represents a network of 10,330 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 Wednesday, 21 December 2022 at 08:47 UTC.

The requested start date was Wednesday, 21 December 2022 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 Sunday, 18 December 2022 at 12:15 UTC to Tuesday, 20 December 2022 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 : 10330
Unique Edges : 5832
Edges With Duplicates : 12144
Total Edges : 17976
Number of Edge Types : 5
Retweet : 5534
MentionsInRetweet : 6627
Tweet : 2511
Replies to : 1254
Mentions : 2050
Self-Loops : 2543
Reciprocated Vertex Pair Ratio : 0.00364650364650365
Reciprocated Edge Ratio : 0.00726650993802094
Connected Components : 2384
Single-Vertex Connected Components : 715
Maximum Vertices in a Connected Component : 3695
Maximum Edges in a Connected Component : 8296
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 10.186036
Graph Density : 8.77050179772794E-05
Modularity : 0.565152
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 10,330 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 Wednesday, 21 December 2022 at 08:47 UTC.

The requested start date was Wednesday, 21 December 2022 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 Sunday, 18 December 2022 at 12:15 UTC to Tuesday, 20 December 2022 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:
[60] https://revistaoeste.com/mundo/ue-registra-mais-de-mil-casos-de-miocardite-em-criancas-vacinadas-contra-covid/
[43] https://www.news.com.au/technology/science/human-body/dr-kerryn-phelps-reveals-devastating-covid-vaccine-injury-says-doctors-have-been-censored/news-story/0c1fa02818c99a5ff65f5bf852a382cf
[32] https://m.theepochtimes.com/mkt_app/health/pfizers-covid-19-vaccine-linked-to-blood-clotting-fda_4930377.html
[22] https://www.theepochtimes.com/health/pfizers-covid-19-vaccine-linked-to-blood-clotting-fda_4930377.html
[19] https://www.theepochtimes.com/mkt_app/health/pfizers-covid-19-vaccine-linked-to-blood-clotting-fda_4930377.html
[17] http://www.rui.jp/ruinet.html?i=200&c=400&m=368282&g=131106
[17] https://www.washingtonpost.com/education/2022/11/10/school-mask-mandate-covid-study/
[16] http://trib.al/b49fveF
[14] https://twitter.com/DrEricDing/status/1604748747640119296
[14] https://www.npr.org/sections/goatsandsoda/2022/12/15/1143002538/china-appears-to-be-facing-what-could-be-the-world-s-largest-coronavirus-outbrea

Top URLs in Tweet in G1:
[6] https://twitter.com/DrEricDing/status/1604748747640119296
[6] https://www.amazon.co.uk/dp/B09JHDRX7P
[6] https://www.amazon.com/dp/B09JHDRX7P
[6] https://www.amazon.de/dp/B09JHDRX7P
[5] https://www.amazon.in/dp/B09JHDRX7P
[4] https://www.npr.org/sections/goatsandsoda/2022/12/15/1143002538/china-appears-to-be-facing-what-could-be-the-world-s-largest-coronavirus-outbrea
[3] https://twitter.com/wanmafiq/status/1604364606578642945
[3] https://drive.google.com/file/d/1AYXeHBpQlroytf_0-FgF-NRUWPVO3O9M/view?usp=share_link
[3] https://www.nytimes.com/interactive/2021/world/covid-vaccinations-tracker.html
[3] https://twitter.com/drericding/status/1604748747640119296

Top URLs in Tweet in G2:
[3] https://www.vaccines.gov/
[2] https://twitter.com/Rob_Roos/status/1604131049805467650
[2] https://www.spiked-online.com/2022/12/19/the-truth-about-covid-mccarthyism/
[2] https://trib.al/nLuG4Fl
[2] https://www.bbc.com/news/uk-england-suffolk-63960457
[2] https://trib.al/w1piHK6
[2] https://www.judicialwatch.org/covid-vaccine-studies-conducted-in-china/
[2] https://www.nytimes.com/2022/12/13/well/covid-flu-rsv-masks-tripledemic.html
[2] https://www.nytimes.com/interactive/2022/11/27/us/set-adrift.html?smid=tw-share
[2] https://www.heritage.org/public-health/commentary/why-are-feds-still-funding-ecohealth-alliance-when-its-covid-19-role

Top URLs in Tweet in G3:
[1] https://twitter.com/rekonzza/status/1604841679197913089
[1] https://twitter.com/nsui/status/1604882456502407169
[1] https://twitter.com/iycodisha/status/1604894954350055424
[1] https://twitter.com/RahulGandhi/status/1605080017477595136
[1] https://twitter.com/DrEricDing/status/1604748747640119296

Top URLs in Tweet in G4:
[1] https://rumble.com/v21dpwq-vaccine-safety-rogaland-county-council-14th-december-2022-rep-susanne-heart.html
[1] https://twitter.com/kishan_devani/status/1603328608130551808
[1] https://www.youtube.com/watch?v=WHD0Ky-6_oI&feature=youtu.be

[1] https://expose-news.com/2022/12/20/uk-surgeon-calls-for-halt-covid-injections/
[1] https://twitter.com/Rob_Roos/status/1604131049805467650
[1] https://www.20min.ch/fr/story/pour-la-premiere-fois-des-bebes-vont-etre-vaccines-contre-le-covid-en-france-635752038311
[1] https://www.lefigaro.fr/tag/joe-biden
[1] https://claudegelinas.substack.com/p/bmj-les-mandats-de-rappels-vaccinaux
[1] https://www.epochtimes.fr/le-regulateur-americain-des-medicaments-associe-le-vaccin-covid-19-de-pfizer-a-la-coagulation-sanguine-2186339.html
[1] https://www.facebook.com/bbcpanorama/videos/755182775242867/

Top URLs in Tweet in G5:
[6] https://www.news.com.au/technology/science/human-body/dr-kerryn-phelps-reveals-devastating-covid-vaccine-injury-says-doctors-have-been-censored/news-story/0c1fa02818c99a5ff65f5bf852a382cf
[5] https://healthdirect.gov.au/
[1] https://covid-vaccine.healthdirect.gov.au/booking/
[1] https://twitter.com/kacdnp91/status/1603575828775845888/video/1
[1] https://www.theepochtimes.com/mkt_app/health/pfizers-covid-19-vaccine-linked-to-blood-clotting-fda_4930377.html
[1] https://twitter.com/MiguelA_Ponce/status/1605152062706163714
[1] https://twitter.com/Doc_Moulton/status/1604664288941309952?s=20&t=90DegrD5uIY4qy1DWaXZPQ
[1] https://inews.co.uk/opinion/covid-origin-debate-now-murkier-than-ever-2035901?ito=twitter_share_article-top
[1] https://www.nytimes.com/2022/12/12/business/china-covid-zero-vaccines.html

Top URLs in Tweet in G6:
[55] https://revistaoeste.com/mundo/ue-registra-mais-de-mil-casos-de-miocardite-em-criancas-vacinadas-contra-covid/
[6] https://www.theepochtimes.com/mkt_app/health/pfizers-covid-19-vaccine-linked-to-blood-clotting-fda_4930377.html
[2] https://tribunanacional.com.br/noticia/4671/renomado-oncologista-pede-o-fim-imediato-do-programa-de-vacinas-contra-a-covid#.Y6CijPvHukU.twitter
[1] https://community.covidvaccineinjuries.com/compilation-peer-reviewed-medical-papers-of-covid-vaccine-injuries/
[1] https://www.theepochtimes.com/health/australian-cardiologist-calls-to-halt-mrna-covid-19-vaccines-citing-heart-damage_4924166.html
[1] https://www.cureus.com/articles/82162-ivermectin-prophylaxis-used-for-covid-19-a-citywide-prospective-observational-study-of-223128-subjects-using-propensity-score-matching
[1] https://childrenshealthdefense.org/defender/fda-study-covid-vaccine-blood-clot-elderly-et/
[1] https://twitter.com/allbitenobark88/status/1602147160706863104
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9055170/
[1] https://www.aliadosbrasiloficial.com.br/noticia/apos-344-dias-twitter-devolve-conta-para-arlene-graff#:~:text=MIN%20DE%20LEUTURA-,AP%C3%93S%20344%20DIAS%20TWITTER%20DEVOLVE%20CONTA%20PARA%20ARLENE%20GRAFF,Arlene%20Graff%20teve%20sua%20conta%20suspensa%20por%20alertar%20sobre%20vacinas%20Covid,-ALIADOS%20BRASIL%20OFICIAL

Top URLs in Tweet in G7:
[3] https://twitter.com/1goodtern/status/1590757674194702337?s=20&t=ScUrjAt5pHO_Uy1utUvTgw
[2] https://twitter.com/1goodtern/status/1590757692519616512?s=20&t=ScUrjAt5pHO_Uy1utUvTgw
[2] https://www.washingtonpost.com/education/2022/11/10/school-mask-mandate-covid-study/
[1] https://twitter.com/jvipondmd/status/1604151010246594560
[1] https://www.reuters.com/business/healthcare-pharmaceuticals/china-races-install-hospital-beds-covid-surge-sparks-concern-abroad-2022-12-20/?taid=63a13a51813966000118e835&utm_campaign=trueanthem&utm_medium=trueanthem&utm_source=twitter
[1] https://www.frontiersin.org/articles/10.3389/fcvm.2022.1053790/full
[1] https://thegauntlet.substack.com/p/with-immunity-debt-democrats-are
[1] https://twitter.com/1goodtern/status/1590757702690824192?s=20&t=ScUrjAt5pHO_Uy1utUvTgw
[1] https://twitter.com/julia_doubleday/status/1604722791550443527
[1] https://13wham.com/news/local/lion-tests-positive-for-covid-19-at-seneca-park-zoo

Top URLs in Tweet in G8:
[15] http://trib.al/b49fveF
[2] https://twitter.com/drericding/status/1604748747640119296
[2] https://twitter.com/DrEricDing/status/1604748747640119296
[1] https://www.cnn.com/2022/09/06/china/china-covid-19-vaccine-cansino-intl-hnk/index.html
[1] https://well.blogs.nytimes.com/2011/12/08/a-web-campaign-for-cancer-prevention/
[1] https://www.bbc.com/news/world-asia-64010209
[1] https://source.wustl.edu/2022/10/washu-covid-19-nasal-vaccine-technology-licensed-to-ocugen/
[1] https://www.bloomberg.com/news/articles/2022-12-08/end-of-covid-zero-threatens-to-overwhelm-china-with-infections
[1] https://twitter.com/carlzha/status/1604988272585080832
[1] https://twitter.com/drericding/status/1604300024933916672

Top URLs in Tweet in G9:
[4] https://www.sciencedirect.com/science/article/pii/S0264410X22014931
[3] https://www.theepochtimes.com/health/pfizers-covid-19-vaccine-linked-to-blood-clotting-fda_4930377.html
[3] https://www.news.com.au/technology/science/human-body/dr-kerryn-phelps-reveals-devastating-covid-vaccine-injury-says-doctors-have-been-censored/news-story/0c1fa02818c99a5ff65f5bf852a382cf
[2] https://www.npr.org/sections/health-shots/2022/11/20/1137892932/monoclonal-antibodies-covid-treatment
[2] https://www.theepochtimes.com/dr-peter-mccullough-and-dr-aseem-malhotra-how-the-covid-19-vaccines-impact-the-heart_4929815.html
[2] https://ept.ms/S1217McCullough_Malhotra
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8248252/
[1] https://intheedition.wordpress.com/2022/12/18/covid-19-lessons-from-indias-epidemiology/
[1] https://lnkd.in/d5jUwV6N
[1] https://rumble.com/v2103tu-sudden-cardiac-deaths-in-young-people-its-due-to-the-covid-19-vaccine-until.html

Top URLs in Tweet in G10:
[5] https://www.vtv.gob.ve/nueva-variante-bf7-covid-sintomas/
[5] https://venezuela-news.com/covid-19-venezuela-reporto-120-casos-ultimas-24-horas/
[2] https://www.vtv.gob.ve/dia-1009-lucha-covid-19122022/
[2] https://mazo4f.com/reportan-122-nuevos-casos-de-covid-19-en-el-pais
[1] https://www.vtv.gob.ve/lucha-contra-covid-venezuela-registra-16122022/
[1] https://www.vtv.gob.ve/dia-965-lucha-covid-05112022/
[1] https://www.vtv.gob.ve/lucha-contra-covid-venezuela-registra-17122022-2/
[1] https://www.vtv.gob.ve/lucha-contra-covid-venezuela-registra-18122022/

Top Domains
Top Domains in Tweet in Entire Graph:
[288] twitter.com
[100] theepochtimes.com
[60] revistaoeste.com
[59] youtube.com
[58] com.au
[57] co.uk
[35] com.br
[31] trib.al
[31] rumble.com
[30] zerohedge.com

Top Domains in Tweet in G1:
[73] twitter.com
[13] com.br
[10] co.uk
[10] theepochtimes.com
[10] youtube.com
[8] nytimes.com
[8] amazon.com
[7] reuters.com
[7] theguardian.com
[6] google.com

Top Domains in Tweet in G2:
[10] twitter.com
[8] nytimes.com
[4] trib.al
[3] vaccines.gov
[3] politico.com
[2] spiked-online.com
[2] foxnews.com
[2] washingtonpost.com
[2] bbc.com
[2] theepochtimes.com

Top Domains in Tweet in G3:
[5] twitter.com

Top Domains in Tweet in G4:
[2] twitter.com
[2] gov.uk
[2] co.uk
[1] rumble.com
[1] youtube.com
[1] expose-news.com
[1] 20min.ch
[1] lefigaro.fr
[1] substack.com
[1] epochtimes.fr

Top Domains in Tweet in G5:
[6] gov.au
[6] com.au
[3] twitter.com
[1] theepochtimes.com
[1] co.uk
[1] nytimes.com

Top Domains in Tweet in G6:
[55] revistaoeste.com
[7] theepochtimes.com
[3] com.br
[1] covidvaccineinjuries.com
[1] cureus.com
[1] childrenshealthdefense.org
[1] twitter.com
[1] nih.gov

Top Domains in Tweet in G7:
[12] twitter.com
[2] substack.com
[2] washingtonpost.com
[1] reuters.com
[1] frontiersin.org
[1] 13wham.com
[1] cnn.com
[1] npr.org
[1] nejm.org
[1] bmj.com

Top Domains in Tweet in G8:
[16] twitter.com
[15] trib.al
[2] bit.ly
[1] cnn.com
[1] nytimes.com
[1] bbc.com
[1] wustl.edu
[1] bloomberg.com
[1] nih.gov
[1] apnews.com

Top Domains in Tweet in G9:
[7] theepochtimes.com
[4] substack.com
[4] twitter.com
[4] sciencedirect.com
[3] rumble.com
[3] com.au
[3] npr.org
[2] geni.us
[2] ept.ms
[2] nih.gov

Top Domains in Tweet in G10:
[11] gob.ve
[5] venezuela-news.com
[2] mazo4f.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[411] covid
[150] covid19
[103] railwaynewvacancydo
[69] covid_19
[61] jornadadevacunación
[54] freealexsaabnow
[54] prevención
[47] china
[45] 19dic
[43] ccp



Top Hashtags in Tweet in G1:
[39] covid
[19] covid19
[12] china
[6] ccp
[5] health
[5] chinacovidcases
[5] free_taiwan
[5] free_tibet
[5] free_uyghurland
[5] murderandconspiracy

Top Hashtags in Tweet in G2:
[15] covid
[3] pfizer
[3] vaccine
[2] sads
[2] stoptheshots
[2] masque
[2] bigpharma
[2] scicomm
[2] twitter
[1] diedsuddendly

Top Hashtags in Tweet in G3:
[95] railwaynewvacancydo
[15] railwaynewvacan
[13] upscextraattempt2023
[11] extraattemptforall
[11] jeemains
[9] upscextraattempt
[6] covid
[5] jeemains2023
[5] namojihelpjeeaspirants
[4] cha

Top Hashtags in Tweet in G4:
[3] nhs
[3] covid
[2] badpharma
[1] freedomofspeech
[1] covidvaccines
[1] hartleaks
[1] usforthemuk
[1] learningdisabilities

Top Hashtags in Tweet in G5:
[4] pfizer
[1] diedsuddenly
[1] covid
[1] vaccine
[1] moderna
[1] cdc
[1] diedunexpectedly

Top Hashtags in Tweet in G6:
[2] sus

Top Hashtags in Tweet in G7:
[34] covid
[5] pandemic
[3] longcovid
[3] omicron
[2] echr
[2] learntolivewithit
[2] mild
[2] infection
[2] blood
[2] clots

Top Hashtags in Tweet in G8:
[95] covid
[36] ccp
[12] ccpchina
[8] china
[7] covid19
[5] zerocovidpolicy
[4] shenyang
[4] ccpvirus
[4] xijinping
[3] chinalockdown

Top Hashtags in Tweet in G9:
[3] courageousdiscourse
[3] myocarditis
[3] covid19
[2] covid
[2] ivermactin
[2] covidisnotover
[1] experience
[1] mindset
[1] kidshealth
[1] influenza

Top Hashtags in Tweet in G10:
[61] jornadadevacunación
[53] freealexsaabnow
[51] prevención
[43] entérate
[28] 19dic
[25] sistemapatria
[19] 20dic
[19] yomerefuerzo
[17] navidadesamor
[14] bolívarinmortal

Top Words
Top Words in Tweet in Entire Graph:
[7348] covid
[1637] 19
[740] vaccine
[639] people
[594] fda
[573] china
[450] pfizer
[411] #covid
[398] contra
[378] more

Top Words in Tweet in G1:
[671] covid
[195] 19
[81] china
[39] #covid
[32] people
[32] more
[30] one
[28] #
[26] over
[25] deaths

Top Words in Tweet in G2:
[197] covid
[99] elonmusk
[52] big
[43] twitter
[41] rob_roos
[35] invite
[33] vaccine
[33] peterhotez
[31] before
[28] important

Top Words in Tweet in G3:
[112] covid
[95] #railwaynewvacancydo
[82] recruitment
[79] railway
[75] release
[54] narendramodi
[49] क
[47] pmoindia
[43] demand
[43] govt

Top Words in Tweet in G4:
[192] covid
[146] draseemmalhotra
[116] powerful
[90] breaking
[69] abridgen
[59] speech
[59] politician
[58] vacc
[58] world
[58] story

Top Words in Tweet in G5:
[133] covid
[67] doctors
[63] government
[63] wonder
[62] ivermectin
[62] people
[62] circumstances
[62] drug
[62] told
[62] banned

Top Words in Tweet in G6:
[214] covid
[110] fda
[105] vacinas
[102] anos
[97] dr_francisco_
[96] após
[90] artigo
[90] finalmente
[90] podem
[90] trombos

Top Words in Tweet in G7:
[218] covid
[47] people
[34] year
[34] children
[34] hospitalizations
[34] next
[34] #covid
[33] 19
[31] deaths
[30] 1goodtern

Top Words in Tweet in G8:
[144] drericding
[114] covid
[95] #covid
[85] infected
[81] china
[67] die
[66] whoever
[65] needs
[42] beijing
[41] early

Top Words in Tweet in G9:
[127] covid
[58] vaccine
[46] 19
[37] p_mcculloughmd
[26] dr
[25] over
[20] blood
[20] more
[19] vaccines
[19] take

Top Words in Tweet in G10:
[263] covid
[262] 19
[169] vtvcanal8
[132] contra
[85] venezuela
[65] nuevos
[64] salud
[61] #jornadadevacunación
[59] últimas
[59] 24

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1548] covid,19
[317] contra,covid
[251] covid,vaccine
[231] pfizer,covid
[209] blood,clotting
[208] linked,blood
[207] vaccine,linked
[168] long,covid
[148] manuelrico,hoy
[138] blood,clots

Top Word Pairs in Tweet in G1:
[183] covid,19
[15] #,#
[14] contra,covid
[12] casos,covid
[11] china,covid
[8] zero,covid
[8] anti,covid
[8] covid,vaccines
[7] covid,surge
[7] covid,christmas

Top Word Pairs in Tweet in G2:
[35] invite,elonmusk
[26] before,european
[26] provide,testimony
[26] testimony,before
[26] european,parliament
[26] elonmusk,provide
[25] important,hereby
[25] hereby,invite
[25] parliament,subject
[25] subject,big

Top Word Pairs in Tweet in G3:
[39] railway,complete
[39] demand,youth
[39] old,recruitment
[39] youth,govt
[39] govt,railway
[39] release,recruitment
[39] recruitment,release
[39] complete,old
[36] railminindia,ashwinivaishnaw
[35] #railwaynewvacancydo,railminindia

Top Word Pairs in Tweet in G4:
[84] draseemmalhotra,breaking
[58] covid,vacc
[57] inspired,abridgen
[57] powerful,speech
[57] call,action
[57] world,thecoastguy
[57] extraordinary,call
[57] breaking,inspired
[57] thecoastguy,powerful
[57] emotive,powerful

Top Word Pairs in Tweet in G5:
[62] drug,government
[62] wonder,drug
[62] doctors,told
[62] ivermectin,cheap
[62] under,circumstances
[62] government,banned
[62] told,under
[62] cheap,wonder
[62] banned,doctors
[61] ryangerritsen,ivermectin

Top Word Pairs in Tweet in G6:
[91] vacinas,covid
[90] perigosas,podem
[90] causar,trombos
[90] covid,são
[90] solta,artigo
[90] podem,causar
[90] finalmente,fda
[90] anos,finalmente
[90] são,perigosas
[90] artigo,informando

Top Word Pairs in Tweet in G7:
[33] covid,19
[16] children,age
[16] people,covid
[15] going,next
[15] mean,going
[15] things,people
[15] next,time
[15] covid,mean
[15] ten,things
[14] immunity,debt

Top Word Pairs in Tweet in G8:
[65] whoever,needs
[35] current,#covid
[33] infected,whoever
[33] infected,infected
[33] #ccp's,current
[33] needs,infected
[32] needs,die
[32] die,die
[32] die,early
[31] summary,#ccp's

Top Word Pairs in Tweet in G9:
[46] covid,19
[21] 19,vaccine
[20] covid,vaccine
[15] side,effects
[14] dr,peter
[14] peter,mccullough
[14] finally,coming
[14] blood,clots
[14] coming,covid
[14] wheels,finally

Top Word Pairs in Tweet in G10:
[260] covid,19
[102] contra,covid
[59] 24,horas
[59] últimas,24
[57] lucha,contra
[55] nuevos,contagios
[55] 19,venezuela
[54] combate,covid
[54] combinación,mascarilla
[54] mascarilla,vacunas

Top Replied-To
Top Replied-To in Entire Graph:
@drericding
@elonmusk
@maiconpicolo
@covid_parent
@cafreeland
@who
@vp
@gbnews
@drjamesolsson
@jasonclaremp

Top Replied-To in G2:
@elonmusk
@who
@peterhotez
@cdcgov
@sophiadahl1
@gop
@gonzalodiazmd
@mtaibbi
@jordanbpeterson
@gavinnewsom

Top Replied-To in G3:
@nidhitanejaa
@aranganathan72
@rohini_sgh
@kanimozhidmk
@sundarpichai
@akshaylakra17
@mansukhmandviya
@iycodisha
@officeofknath
@railminindia

Top Replied-To in G4:
@abridgen
@peterzeihan
@rickeyywhy
@mrahmadkmalik
@wargonm
@thatsnotmine125
@carden1974
@jaydenuddoman
@subtyronean
@sjwilliams123

Top Replied-To in G5:
@therubykennedy
@flannelly_mike
@jordanschachtel
@chrismartenson

Top Replied-To in G6:
@revistaoeste
@dr_francisco_

Top Replied-To in G7:
@1goodtern
@yousitonmyspot
@nightshiftmd
@everydayfinance
@_thongmas
@wickoldwoman
@tryangregory
@mrmangajojo
@jonnyhawke
@drtoddlee

Top Replied-To in G8:
@drericding
@qianweizhang
@lauriechenwords
@fynn_fan
@mykamead79
@ap
@d__b___cooper
@indyreloaded
@jenniferzeng97
@timothypsmith7

Top Replied-To in G9:
@janinisabel
@judysimpson222
@poeticallynate
@carlzha
@akheriaty
@ibeconteacher
@dablitz_f
@p_mcculloughmd
@cuttysnark4
@matthiasr09

Top Replied-To in G10:
@delcyrodriguezv

Top Mentioned
Top Mentioned in Entire Graph:
@vtvcanal8
@draseemmalhotra
@manuelrico
@drericding
@dr_francisco_
@drsimonegold
@elonmusk
@jamesmelville
@hodgetwins
@ryangerritsen

Top Mentioned in G1:
@mrpeterbharrin1
@deathpanel_
@badiucao
@betserkimmo
@eldiario_net
@durangondigital
@2daciacpello311
@68vaper
@hrnext

Top Mentioned in G2:
@elonmusk
@rob_roos
@peterhotez
@govrondesantis
@drjbhattacharya
@martinkulldorff
@bcm_tropmed
@who
@nytimes
@vsainement

Top Mentioned in G3:
@narendramodi
@pmoindia
@ashwinivaishnaw
@railminindia
@hansrajmeena
@railwaynewvacan
@prabha79
@pm
@rahulgandhi
@amitshah

Top Mentioned in G4:
@draseemmalhotra
@abridgen
@susanneheart
@thecoastguy
@_janey_j
@mrahmadkmalik
@ericarchambaul7
@thatsnotmine125
@sjwilliams123
@p_mcculloughmd

Top Mentioned in G5:
@ryangerritsen
@jordanschachtel
@arlene_ferrari2
@helen_spirit1
@layahheilpern
@_aussie17
@rising_serpent
@jesuspalaciosjp
@therubykennedy
@aflorrick77

Top Mentioned in G6:
@dr_francisco_
@revistaoeste
@daacervo
@karinamichelin
@sou22bolsonaro
@ozzi_oficial
@mqueiroga2

Top Mentioned in G7:
@1goodtern
@luckytran
@aaron_derfel
@kashprime
@tryangregory
@lauramiers
@moriartylab
@julia_doubleday
@lisa_iannattone
@ringleader_

Top Mentioned in G8:
@drericding
@jenniferzeng97
@ap
@stephenmcdonell
@leelasik
@wsbgnl
@lauriechenwords
@rwmcmorrow
@vinodkapri
@dreric

Top Mentioned in G9:
@p_mcculloughmd
@akheriaty
@janjekielek
@stkirsch
@sciencewdrdoug
@draseemmalhotra
@epochtimes
@kksheld
@pierrekory
@autredamen

Top Mentioned in G10:
@vtvcanal8
@carnetdlapatria
@wuihelm24
@czgnb_trujillo
@mippcivzla
@dcr23_1cz23
@yami2336
@gabrielasjr
@nicolasmaduro
@agenciavn_

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@sunoticiero
@multigaceta
@republikaonline
@rk70534
@debesleerlo
@lennaleprena
@titrespresse
@cagney1991
@innovativehindu

Top Tweeters in G1:
@la_patilla
@sunoticiero
@multigaceta
@debesleerlo
@titrespresse
@derekjohnbryant
@elaragueno
@kumparan
@idntimes
@rcnmundo

Top Tweeters in G2:
@soniacolpo
@andresjaviercl
@nytimes
@annfinster
@washingtonpost
@deduped_nytimes
@paulamc45
@sheilagunnreid
@wholemarsblog
@nat1807

Top Tweeters in G3:
@1stindianews
@aajtak
@railminindia
@ani
@sumi53983155
@kumarbambam
@bjp4india
@kanishkabhatia9
@sevadalhp
@ruralindia

Top Tweeters in G4:
@johnjoechad
@markwrightuk88
@beddoeroger
@conserve_life
@leonine35
@brivarel
@thomasgjameson1
@troypallotto
@jneill
@harleytales

Top Tweeters in G5:
@monty_chadha
@drhrose
@fatfei_
@kqueen80821100
@vivienmiss
@rickmcsmith
@eye3oh
@gloriag23
@jaynejo52885001
@le_leu21

Top Tweeters in G6:
@mmvsantiago
@ronivilar
@direita_network
@ismeniafranco
@robiscuit
@dradeborasousa
@sf79
@josi975
@sampaiocout
@flavio_bottini

Top Tweeters in G7:
@xtel007
@countfloyd2020
@jodikoberinski
@malkyc01
@bethechange1682
@biigred_95
@realdebfarmer
@dohbee
@dg21or5
@fairviewsue

Top Tweeters in G8:
@innovativehindu
@zeeshan_shah_dc
@trumpgot2go
@siquieresmelees
@march4progress
@adriveronica1
@rwilley112
@abc
@jo_kwanghee_07
@binugazi

Top Tweeters in G9:
@emgfind
@vito4224
@_24_com
@gkraankra
@epochtimes
@1mirandaallen
@sonorandesertra
@cliverhymester
@bishbash19
@jaimeraulmolina

Top Tweeters in G10:
@vtvcanal8
@lrrc2020
@mippcivzla
@briggittems1
@kfbran
@mercede073
@rodalexandre25
@erick_bas1988
@seniat_oficial
@yami2336


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