SARS-NCOV, Twitter, 3/19/2023 10:35:34 AM, 291591


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SARS-NCOV_2023-03-19_03-14-06.xlsx
SARS-NCOV_2023-03-19_03-14-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 19, 2023
Short Description:
SARS-NCOV via NodeXL https://bit.ly/3liSXq5
@p_mcculloughmd
@jesslovesmjk
@kenn_ffci
@rootbrian_
@dragonfishy
@pierrekory
@mspinkest1968
@neoneo36174646
@maxfalstein
@who

Top hashtags:
#covid19
#worldenvironmentday
#coronavirus
#covid
#la26
#sars
#direct
#sarscov2

Description:
Description
The graph represents a network of 5,830 Twitter users whose recent tweets contained "SARS-NCOV", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 10:17 UTC.

The tweets in the network were tweeted over the 1136-day, 1-hour, 2-minute period from Thursday, 06 February 2020 at 22:46 UTC to Saturday, 18 March 2023 at 23:49 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 5830
Unique Edges : 3127
Edges With Duplicates : 10932
Total Edges : 14059
Number of Edge Types : 9
Retweet : 3027
MentionsInRetweet : 3551
Replies to : 1645
MentionsInReplyTo : 4413
Tweet : 918
Quote : 104
MentionsInQuoteReply : 35
Mentions : 331
MentionsInQuote : 35
Self-Loops : 1376
Reciprocated Vertex Pair Ratio : 0.0395738203957382
Reciprocated Edge Ratio : 0.0761346998535871
Connected Components : 727
Single-Vertex Connected Components : 302
Maximum Vertices in a Connected Component : 3590
Maximum Edges in a Connected Component : 10049
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 5.591869
Graph Density : 0.000200982430369004
Modularity : 0.474855
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 5,830 Twitter users whose recent tweets contained "SARS-NCOV", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 March 2023 at 10:17 UTC.

The tweets in the network were tweeted over the 1136-day, 1-hour, 2-minute period from Thursday, 06 February 2020 at 22:46 UTC to Saturday, 18 March 2023 at 23:49 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : SARS-NCOV
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:
[79] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7324311/
[27] https://www.tf1info.fr/sante/en-direct-covid-19-epidemie-de-coronavirus-en-france-avant-de-rendre-obligatoire-l-isolement-il-serait-bien-qu-on-le-facilite-estime-le-pr-juvin-2161513.html
[22] https://jessicar.substack.com/p/does-sars-ncov-2-spike-protein-expression
[21] https://www.sciencedirect.com/science/article/pii/S1936523320303065
[21] https://jessicar.substack.com/p/is-sars-ncov-2-associated-systemic
[20] https://jessicar.substack.com/p/molecular-mimicry-of-sars-ncov-2
[19] https://jessicar.substack.com/p/does-sars-ncov-2-spike-protein-expression?r=q71r3&utm_medium=ios&utm_campaign=post
[15] https://natrom.hatenablog.com/entry/2020/06/15/113000
[14] https://laverdadofende.blog/2021/11/26/nuevo-estudio-demuestra-que-las-vacunas-de-arnm-favorecen-el-crecimiento-del-cancer-la-subunidad-s2-de-sars-ncov-2-interactua-con-la-proteina-supresora-de-tumores-p53-y-brca/
[14] https://jessica5b3.substack.com/p/is-sars-ncov-2-associated-systemic

Top URLs in Tweet in G1:
[3] https://jessicar.substack.com/p/does-sars-ncov-2-spike-protein-expression?utm_campaign=post&utm_medium=web
[3] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7324311/
[1] https://twitter.com/i/web/status/1610992564928405504
[1] https://twitter.com/i/web/status/1610992107019468803
[1] https://jessicar.substack.com/p/does-sars-ncov-2-spike-protein-expression
[1] https://jessicar.substack.com/p/does-sars-ncov-2-spike-protein-expression?r=1hkv73&utm_campaign=post&utm_medium=web

Top URLs in Tweet in G2:
[10] https://jessicar.substack.com/p/is-sars-ncov-2-associated-systemic
[7] https://jessicar.substack.com/p/molecular-mimicry-of-sars-ncov-2
[6] https://doorlesscarp953.substack.com/p/s2-subunit-of-sars-ncov-2-interacts
[4] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7324311/
[3] https://jessicar.substack.com/p/does-sars-ncov-2-spike-protein-expression
[2] https://jessicar.substack.com/p/how-is-everyone-not-talking-about
[2] https://jessicar.substack.com/p/does-sars-ncov-2-spike-protein-expression?utm_source=substack&utm_medium=email
[2] https://wmcresearch.org/the-spike-protein-as-metatastic-cancer/
[2] https://jessicar.substack.com/p/molecular-mimicry-of-sars-ncov-2?r=8ztdu&s=r&utm_campaign=post&utm_medium=web
[2] https://jessica5b3.substack.com/p/a-paper-published-in-2017-provides?r=mva55&s=r&utm_campaign=post&utm_medium=email

Top URLs in Tweet in G3:
[4] https://twitter.com/mvankerkhove/status/1399388129300205569/photo/1
[4] https://twitter.com/Eskom_SA/status/1465047899222552578/photo/1
[4] https://twitter.com/Abramjee/status/1442481441581928453/photo/1
[3] https://nationalfile.com/pfizer-stock-forecasts-die-down-suddenly-as-demand-for-covid-products-drop/
[3] https://businesstech.co.za/news/government/546176/expect-some-lockdown-restrictions-in-south-africa-this-week-economists/?utm_source=everlytic&utm_medium=newsletter&utm_campaign=businesstech
[2] https://twitter.com/XHNews/status/1423552143781359620/photo/1
[2] https://twitter.com/Kenn_FFCI/status/1347571837329416196/photo/1
[2] https://twitter.com/Kenn_FFCI/status/1472545684712796160/photo/1
[2] https://twitter.com/EricTopol/status/1594699383492124673/photo/1
[2] https://twitter.com/kakape/status/1357303122171985921/photo/1

Top URLs in Tweet in G4:
[36] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7324311/
[13] https://www.tf1info.fr/sante/en-direct-covid-19-epidemie-de-coronavirus-en-france-avant-de-rendre-obligatoire-l-isolement-il-serait-bien-qu-on-le-facilite-estime-le-pr-juvin-2161513.html
[10] https://jessicar.substack.com/p/does-sars-ncov-2-spike-protein-expression
[8] https://laverdadofende.blog/2021/11/26/nuevo-estudio-demuestra-que-las-vacunas-de-arnm-favorecen-el-crecimiento-del-cancer-la-subunidad-s2-de-sars-ncov-2-interactua-con-la-proteina-supresora-de-tumores-p53-y-brca/
[8] https://www.tf1info.fr/sante/en-direct-covid-19-epidemie-de-coronavirus-en-france-avant-de-rendre-obligatoire-l-isolement-il-serait-bien-qu-on-le-facilite-estime-le-pr-juvin-2161513.html?type=content&share=true
[6] https://jessicar.substack.com/p/does-sars-ncov-2-spike-protein-expression?utm_campaign=post&utm_medium=web
[5] https://www.sciencedirect.com/science/article/pii/S1936523320303065
[5] https://www.globenewswire.com/news-release/2020/07/27/2067892/0/en/Todos-Medical-Announces-SARS-nCoV-19-Testing-Kit-Contract-with-NJ-Based-Best-Supply-Clinical-Laboratory.html
[4] https://jessicar.substack.com/p/is-sars-ncov-2-associated-systemic
[4] https://jessicar.substack.com/p/molecular-mimicry-of-sars-ncov-2

Top URLs in Tweet in G5:
[2] https://www.who.int/covid19
[1] https://www.youtube.com/watch?v=eU-8-70aU-o&feature=youtu.be

[1] https://www.msn.com/en-us/news/us/officials-warn-against-using-livestock-medicine-to-prevent-covid-19/ar-AANyCpf
[1] https://magicvalley.com/news/local/more-idahoans-are-using-ivermectin-to-treat-covid-19-officials-warn-it-could-be-dangerous/article_6e390824-2bf9-59d4-9494-b9a0ee6d534f.html
[1] https://www.youtube.com/watch?v=CMLfHIufIUM&feature=youtu.be

[1] https://www.cdc.gov/covid19
[1] https://www.canada.ca/covid19
[1] https://www.merriam-webster.com/dictionary/pandemic
[1] https://www.britannica.com/science/pandemic
[1] https://twitter.com/CBCToronto/status/1403864347315671044

Top URLs in Tweet in G6:
[5] https://www.sciencedirect.com/science/article/pii/S1936523320303065?via%3Dihub
[2] https://www.futura-sciences.com/sante/questions-reponses/cancer-cancer-role-proteine-p53-joue-t-elle-6994/
[2] https://jessicar.substack.com/p/is-sars-ncov-2-associated-systemic
[1] https://twitter.com/NEONEO36174646/status/1405223246971256835?s=20&t=Lt78LjB2ohu2qfHjbNttSA
[1] https://rumble.com/vt62y6-covid-19-a-second-opinion.html
[1] https://twitter.com/JikkyKjj/status/1485914575128399872/video/1
[1] https://twitter.com/pjvanerp/status/1408707781205577728
[1] https://www.theepochtimes.com/health/halt-vaccination-of-young-people-until-vaccine-linked-myocarditis-is-studied-mit-professor_4882005.html?utm_campaign=socialshare_twitter&utm_source=twitter.com
[1] https://christianforarizona.com/
[1] https://www.tf1info.fr/sante/en-direct-covid-19-epidemie-de-coronavirus-en-france-avant-de-rendre-obligatoire-l-isolement-il-serait-bien-qu-on-le-facilite-estime-le-pr-juvin-2161513.html

Top URLs in Tweet in G7:
[2] https://twitter.com/DrEricDing/status/1340517608643317761
[2] https://twitter.com/mcclure111/status/1392325722002296836/photo/1
[1] https://twitter.com/adamhamdy/status/1433093098641494025
[1] https://www.medrxiv.org/content/10.1101/2022.04.18.22271936v1.full
[1] https://twitter.com/DrEricDing/status/1413438831215321103
[1] https://twitter.com/flying_rodent/status/1387729473773178883
[1] https://twitter.com/VickiMahony/status/1387034500161589249
[1] https://twitter.com/DeepWokeAgent/status/1250161512616013824
[1] https://twitter.com/AMannanBaig/status/1532417713720680449
[1] https://twitter.com/Dr2NisreenAlwan/status/1524754020526530560

Top URLs in Tweet in G8:
[1] https://jessicar.substack.com/p/an-incredible-paper-was-just-published
[1] https://jessicar.substack.com/p/does-sars-ncov-2-spike-protein-expression?utm_source=substack&utm_medium=email

Top URLs in Tweet in G9:
[1] https://twitter.com/the_brumby/status/1476352957528489987
[1] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3371787/
[1] https://patents.google.com/patent/EP3172319B1/en
[1] https://www.dw.com/en/coronavirus-switzerland-denies-rumors-of-covid-vaccine-causing-death/a-56099469
[1] https://jessica5b3.substack.com/p/is-sars-ncov-2-associated-systemic?utm_source=substack&utm_campaign=post_embed&utm_medium=web#footnote-1-72085042
[1] https://dailydose19.substack.com/p/is-sars-ncov-2-associated-systemic

Top URLs in Tweet in G10:
[3] https://twitter.com/sbattrawden/status/1386032175540211715/photo/1
[3] https://twitter.com/StuartJRitchie/status/1372304867079884804/photo/1
[2] https://twitter.com/LozzaFox/status/1613511497170157568
[2] https://twitter.com/dollytheis/status/1310300160430419968
[1] https://twitter.com/SamanthaTaghoy/status/1493996521477521412
[1] https://twitter.com/Baddiel/status/1613920806370791424
[1] https://twitter.com/BBCHughPym/status/1315603789269917697
[1] https://twitter.com/s8mb/status/1423029096683085824
[1] https://twitter.com/michaeljknowles/status/1443594752088322049
[1] http://www.telegraph.co.uk/environment/2022/10/12/use-covid-style-messaging-get-people-onboard-net-zero-says-bossy/

Top Domains
Top Domains in Tweet in Entire Graph:
[604] twitter.com
[301] substack.com
[105] nih.gov
[71] lci.fr
[39] tf1info.fr
[32] sciencedirect.com
[16] google.com
[15] laverdadofende.blog
[15] hatenablog.com
[14] co.za

Top Domains in Tweet in G1:
[5] substack.com
[3] nih.gov
[2] twitter.com

Top Domains in Tweet in G2:
[62] substack.com
[15] twitter.com
[8] nih.gov
[2] wmcresearch.org
[1] mdpi.com
[1] sciencedirect.com
[1] rumble.com

Top Domains in Tweet in G3:
[54] twitter.com
[14] co.za
[4] who.int
[4] trib.al
[3] gov.za
[3] nationalfile.com
[3] co.uk
[2] org.za
[2] ac.za
[2] nih.gov

Top Domains in Tweet in G4:
[98] substack.com
[56] twitter.com
[45] nih.gov
[22] tf1info.fr
[9] laverdadofende.blog
[6] sciencedirect.com
[6] google.com
[6] globenewswire.com
[5] instagram.com
[3] ideal.es

Top Domains in Tweet in G5:
[18] twitter.com
[5] youtube.com
[3] ctvnews.ca
[2] who.int
[1] msn.com
[1] magicvalley.com
[1] cdc.gov
[1] canada.ca
[1] merriam-webster.com
[1] britannica.com

Top Domains in Tweet in G6:
[5] sciencedirect.com
[3] twitter.com
[2] futura-sciences.com
[2] substack.com
[1] rumble.com
[1] theepochtimes.com
[1] christianforarizona.com
[1] tf1info.fr

Top Domains in Tweet in G7:
[22] twitter.com
[2] medrxiv.org
[1] equalityhumanrights.com
[1] public-inquiry.uk
[1] substack.com
[1] statista.com
[1] europa.eu
[1] gov.uk
[1] news24.com
[1] jsonline.com

Top Domains in Tweet in G8:
[2] substack.com

Top Domains in Tweet in G9:
[2] substack.com
[1] twitter.com
[1] nih.gov
[1] google.com
[1] dw.com

Top Domains in Tweet in G10:
[37] twitter.com
[4] co.uk
[1] dailysceptic.org
[1] org.uk
[1] nhs.uk
[1] reaction.life

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[135] covid19
[78] worldenvironmentday
[42] coronavirus
[30] covid
[16] la26
[15] sars
[13] direct
[12] sarscov2
[10] bhubaneswar
[10] coronawarrior



Top Hashtags in Tweet in G1:
[2] courageousdiscourse

Top Hashtags in Tweet in G2:
[7] spikeopathy
[1] mdpiijms
[1] onion
[1] nazis

Top Hashtags in Tweet in G3:
[8] covid19
[4] covid
[2] sarscov2
[2] healthza
[2] mrcza
[2] sahpra1
[2] whoafro
[2] draxelrod_who
[2] drtedros
[2] pfizer

Top Hashtags in Tweet in G4:
[10] covid19
[7] covid
[7] coronavirus
[5] covid_19
[3] sarscov2
[3] sars_cov_2
[3] sars
[2] worldenvironmentday
[2] australia
[2] vaccination

Top Hashtags in Tweet in G5:
[5] covid19
[4] arrestfauci
[2] covidiots
[2] getvaccinated
[2] freedomflu
[2] poll
[2] getvaccinatednow
[2] covidisover
[1] donotcomply
[1] scamdemic

Top Hashtags in Tweet in G6:
[1] spike
[1] modernagate
[1] guadeloupe
[1] bordeaux
[1] marseille
[1] contacttracing

Top Hashtags in Tweet in G7:
[5] longcovid
[2] sarscov2
[1] independentsage
[1] covid19

Top Hashtags in Tweet in G10:
[1] covid19
[1] vaccinessavelives
[1] covid21
[1] sars_ncov_3
[1] antilockdown
[1] react

Top Words
Top Words in Tweet in Entire Graph:
[2714] sars
[2479] ncov
[1530] protein
[1154] ce
[1139] code
[1138] genetic
[1132] synthetic
[1131] 3'
[1130] permanent
[1130] foreign

Top Words in Tweet in G1:
[1088] protein
[1083] 5'
[1083] 3'
[1083] permanent
[1083] synthetic
[1083] caps
[1083] code
[1083] ubiquitous
[1083] installation
[1083] foreign

Top Words in Tweet in G2:
[422] jesslovesmjk
[225] evidence
[223] very
[211] data
[210] making
[210] sad
[210] piling
[210] stand
[210] each
[210] things

Top Words in Tweet in G3:
[284] gt
[142] sars_ncov_2
[141] 19
[134] covid
[118] 20
[115] aka
[115] sars
[111] pommedapie59
[104] 21
[84] virus

Top Words in Tweet in G4:
[304] sars
[290] ncov
[99] protein
[68] 19
[67] spike
[57] covid
[54] brca
[53] p53
[51] s2
[50] suppressor

Top Words in Tweet in G5:
[223] sars
[207] ncov
[108] covid
[84] virus
[81] rootbrian_
[80] 19
[57] influenza
[52] flu
[40] vaccines
[39] torontostar

Top Words in Tweet in G6:
[150] sars
[150] ncov
[148] s2
[142] neoneo36174646
[129] p53
[127] interagit
[127] unité
[126] protéine
[126] spike
[125] tumeurs

Top Words in Tweet in G7:
[96] sars
[94] ncov
[56] one
[56] two
[52] deepwokeagent
[50] dgbassani
[50] saying
[49] same
[48] flu
[47] keep

Top Words in Tweet in G8:
[104] 神経細胞の
[104] 罹る
[104] sars
[104] 神経を壊すよう
[104] ncov
[104] つまり
[104] nature
[104] 神経細胞が殺される
[104] を誘導していた
[104] し

Top Words in Tweet in G9:
[8] ncov
[7] sars
[5] covid
[4] 19
[4] mcfunny
[3] _mamadeb
[3] continue
[3] virus
[3] katlarue7
[3] provaxtexan

Top Words in Tweet in G10:
[103] sars
[101] ncov
[32] microns
[27] covid
[18] people
[17] vaccine
[17] vaccines
[16] maxfalstein
[15] ffp3
[14] death

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2399] sars,ncov
[1127] genetic,code
[1127] 5',caps
[1127] permanent,installation
[1127] nucleoside,3'
[1127] foreign,genetic
[1127] synthetic,nucleoside
[1127] protein,ubiquitous
[1127] 3',5'
[1127] caps,permanent

Top Word Pairs in Tweet in G1:
[1083] code,synthetic
[1083] nucleoside,3'
[1083] genetic,code
[1083] permanent,installation
[1083] caps,permanent
[1083] foreign,genetic
[1083] protein,ubiquitous
[1083] 3',5'
[1083] synthetic,nucleoside
[1083] installation,protein

Top Word Pairs in Tweet in G2:
[210] making,very
[210] evidence,piling
[210] things,each
[210] very,sad
[210] data,evidence
[210] each,stand
[210] sad,things
[210] piling,making
[209] stand,fro
[209] jesslovesmjk,data

Top Word Pairs in Tweet in G3:
[99] 20,21
[93] 19,20
[63] sars_ncov_2,19
[62] south,africa
[60] covid,19
[48] sars,ncov
[48] aka,covid
[47] corona,virus
[30] virus,family
[27] pommedapie59,itsjillgardner

Top Word Pairs in Tweet in G4:
[281] sars,ncov
[50] suppressor,protein
[47] spike,protein
[46] s2,subunit
[46] subunit,sars
[45] tumor,suppressor
[43] covid,19
[43] p53,brca
[41] silico,study
[41] protein,p53

Top Word Pairs in Tweet in G5:
[205] sars,ncov
[66] covid,19
[38] 19,sars
[24] batshit,conspiracy
[23] conspiracy,theories
[22] influenza,orthomyxoviridae
[16] virus,sars
[14] different,virus
[12] ncov,19
[11] baltinomore2016,globeandmail

Top Word Pairs in Tweet in G6:
[150] sars,ncov
[127] unité,s2
[127] ncov,interagit
[125] spike,sars
[125] gènes,suppresseurs
[125] fortement,gènes
[125] suppresseurs,tumeurs
[125] s2,protéine
[125] tumeurs,p53
[125] interagit,fortement

Top Word Pairs in Tweet in G7:
[93] sars,ncov
[49] one,two
[47] same,sars
[47] saying,flu
[47] keep,saying
[47] flu,one
[47] dgbassani,same
[47] ncov,keep
[46] two,immunod
[46] deepwokeagent,dgbassani

Top Word Pairs in Tweet in G8:
[104] アポトーシス,を誘導していた
[104] ncov,2には
[104] nature,新たな発見
[104] プログラム死,アポトーシス
[104] sars,ncov
[104] 凝集すると強い細胞毒性のあるアミロイドを高速で,凝集
[104] 打つ,罹る
[104] 凝集,し
[104] 神経を壊すよう,プログラムされている
[104] 新たな発見,sars

Top Word Pairs in Tweet in G9:
[7] sars,ncov
[3] covid,19
[2] bucklynn123,swordthechemist
[2] avengerclitoris,philipmarks87
[2] roguetrader842,plasticdoe
[2] runhack,jkellyca
[2] veritasever,arbiter04032000
[2] monstatofu,roguetrader842
[2] jestrbob,bucklynn123
[2] jamesdieckhoff,lithiumca

Top Word Pairs in Tweet in G10:
[101] sars,ncov
[7] microns,sars
[7] 12,microns
[6] elimd101,esthercrawford
[6] water,droplet
[6] esthercrawford,twitterblue
[6] natural,immunity
[5] 05,12
[5] immuno,response
[5] stevew928,elimd101

Top Replied-To
Top Replied-To in Entire Graph:
@rootbrian_
@kenn_ffci
@khefferon
@itsjillgardner
@drtomfrieden
@moshabelamosa
@pommedapie59
@jamiesale
@mercsharoncar

Top Replied-To in G2:
@parsifaler
@roper_lab
@hiimme27
@jesslovesmjk
@treegantim
@drclairetaylor
@luigi_warren
@sygarte
@zylstrajohn
@rootbrian_

Top Replied-To in G3:
@kenn_ffci
@khefferon
@itsjillgardner
@drtomfrieden
@moshabelamosa
@mercsharoncar
@pommedapie59
@jasonsamfield
@alfred_cabonena
@anelichconsult1

Top Replied-To in G4:

Top Replied-To in G5:
@rootbrian_
@tgpalmer64
@torontostar
@govcanhealth
@andywil10853711
@rychus81
@mspinkest1968

Top Replied-To in G6:
@artavuso
@docteurpeb1
@jikkykjj
@pretressealexia
@odouthomas
@bicshow
@richardursomd
@sjacobm321
@adriandix

Top Replied-To in G7:
@jamesmi36448366
@ballouxfrancois
@atothe_d
@dgbassani
@camden_town
@mllichti
@independentsage
@andymcdeeone
@toryfibs

Top Replied-To in G9:
@andylumm
@adamblayney
@weaponizedword1
@troydee
@aspalaasnasntyr
@debbievee
@justinblueluvsu

Top Replied-To in G10:
@maxfalstein
@andalongjacket
@profpaulpoast
@bellawallerstei
@juliahb1
@kallmemeg
@ianbremmer
@inadarkwood
@timspector
@zubymusic

Top Mentioned
Top Mentioned in Entire Graph:
@p_mcculloughmd
@jesslovesmjk
@neoneo36174646
@parsifaler
@pommedapie59
@jhmdrei
@who
@lci
@tveitdal
@parveenkaswan

Top Mentioned in G1:
@p_mcculloughmd
@emma89572703

Top Mentioned in G2:
@jesslovesmjk
@parsifaler
@p_mcculloughmd
@reginawatteel
@johncunnington5
@saraart4
@dravens17
@adhesionsorg
@doorlesscarp
@drsimonegold

Top Mentioned in G3:
@pommedapie59
@who
@crimemind3
@mercsharoncar
@un
@itsjillgardner
@tuliodna
@healthza
@governmentza
@kenn_ffci

Top Mentioned in G4:
@cloyesvictoria
@lexcivitatis
@itilaurent1

Top Mentioned in G5:
@torontostar
@globeandmail
@cityoftoronto
@who
@rootbrian_
@mickjoh13666750
@thedeluxesoyboy
@baltinomore2016
@cp24
@justintrudeau

Top Mentioned in G6:
@neoneo36174646
@richardursomd
@senronjohnson
@fynn_fan
@jikkykjj
@jesslovesmjk
@mariahayek78
@barriere_dr
@drmartyufml
@univamu

Top Mentioned in G7:
@dgbassani
@chrischirp
@independentsage
@sgriffin_lab
@susanmichie
@helenrsalisbury
@globalhlthtwit
@zubhaque

Top Mentioned in G8:
@jhmdrei
@aaronotsuka

Top Mentioned in G9:
@mcfunny
@katlarue7
@provaxtexan
@kstateturk
@_mamadeb
@andrewlazarus4
@kevinault
@monstatofu
@doritmi

Top Mentioned in G10:
@maxfalstein
@elimd101
@esthercrawford
@twitterblue
@stevew928
@lozzafox
@ollysmithtravel
@chicagocouncil
@timspector

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@alerttrade
@republikaonline
@stigmabaseu
@crweworld
@maria09121953
@maria_andy2
@independent
@loupo85
@inabster

Top Tweeters in G1:
@magicdmw
@drdaveanddee
@patriot_girl_tx
@sustain05
@stachanna
@ele9061
@norejj
@irritatedwoman
@vinoteco2
@soniabetz1

Top Tweeters in G2:
@elalam_vnz
@ericmoo91919605
@mwords25
@william85837998
@clobala2
@weejockmaley
@paularitchie3
@lisamar91564392
@saraart4
@cadiedorange172

Top Tweeters in G3:
@independent
@united
@thehill
@business
@thesun
@sabcnews
@economictimes
@kurtschlichter
@americareform
@socialistvoice

Top Tweeters in G4:
@alerttrade
@stigmabaseu
@crweworld
@flashalert_me
@barbara96913515
@stiripesurse_ro
@pqpolitics
@netguide
@tugatripeira
@otcdynamics

Top Tweeters in G5:
@huffpost
@globeandmail
@northbelle4
@eclecticradical
@stillgray
@torontostar
@feistsheindlin1
@ctvnews
@newsweek
@leftwardswing

Top Tweeters in G6:
@evymoyenin
@alek_aloha
@debrouille92
@darlaysjames
@baizuobu
@swetlondon
@trdisoprtr
@lautard65
@abou_portant07
@gerardbondeau

Top Tweeters in G7:
@mcclure111
@michaelrosenyes
@theeconomist
@erupton
@sixfieldssid
@zeroarmour
@mousehole1
@babssheking
@apothecaryjeri
@philb6vis

Top Tweeters in G8:
@ponyoponyossyi
@ryotashin3587
@hermitage7331
@araran100
@uguisujyo_kcco
@hannahumming
@popo88670739
@sumomo329105
@emilio27_jm
@20rose_mami

Top Tweeters in G9:
@tmzedg
@doritmi
@veritasever
@haveaconcern
@_mamadeb
@monstercoyliar
@beckyjohnson222
@mcfunny
@angryfleas
@just4thecause

Top Tweeters in G10:
@telegraph
@trackntracer
@yvettehenson
@celticnotorious
@watinthe_
@essexpr
@sandieshoes
@holliethecard
@piersmorgan
@juliahb1