COVID-19, Twitter, 10/7/2021 7:59:14 AM, 263960


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COVID-19_2021-10-07_00-00-02.xlsx
COVID-19_2021-10-07_00-00-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 07, 2021
Short Description:
COVID-19 via NodeXL https://bit.ly/2WPpJCJ
@rwmalonemd
@zerohedge
@sussexdynasty
@thehill
@maximum_q
@joncoopertweets
@djradar
@abc
@tonyjratx
@publicsenat

Top hashtags:
#covid_19
#covid19
#airforce_result_do
#ygletlisadoherwork
#covid
#44475
#44473
#fanb
#44474

Description:
Description
The graph represents a network of 10,313 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 07 October 2021 at 07:21 UTC.

The requested start date was Thursday, 07 October 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, 4-minute period from Monday, 04 October 2021 at 12:12 UTC to Wednesday, 06 October 2021 at 12:17 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 : 10313
Unique Edges : 5212
Edges With Duplicates : 12172
Total Edges : 17384
Number of Edge Types : 5
Retweet : 5507
MentionsInRetweet : 6198
Mentions : 2004
Tweet : 3263
Replies to : 412
Self-Loops : 3311
Reciprocated Vertex Pair Ratio : 0.005526218838266
Reciprocated Edge Ratio : 0.0109916951636541
Connected Components : 3030
Single-Vertex Connected Components : 1092
Maximum Vertices in a Connected Component : 977
Maximum Edges in a Connected Component : 2054
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 8.372178
Graph Density : 7.69927641846662E-05
Modularity : 0.543555
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,313 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 07 October 2021 at 07:21 UTC.

The requested start date was Thursday, 07 October 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, 4-minute period from Monday, 04 October 2021 at 12:12 UTC to Wednesday, 06 October 2021 at 12:17 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-19
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://kdvr.com/news/coronavirus/covid-19-vaccine/kidney-transplant-patient-moved-to-inactive-for-not-receiving-covid-vaccine/?utm_source=twitter.com&utm_medium=referral&utm_campaign=socialflow
[24] http://trib.al/S5sc4Ct
[21] https://www.folkhalsomyndigheten.se/nyheter-och-press/nyhetsarkiv/2021/oktober/anvandningen-av-modernas-vaccin-mot-covid-19-pausas-for-alla-som-ar-fodda-1991-och-senare/
[21] https://nypost.com/2021/10/04/bridgerton-emmy-winner-marc-pilcher-dead-at-53-of-covid-19/
[17] https://www.publicsenat.fr/article/parlementaire/vaccination-obligatoire-contre-le-covid-19-le-texte-rejete-en-commission-au
[16] http://trib.al/BUNOXMC
[16] https://www.reuters.com/business/healthcare-pharmaceuticals/rapid-covid-19-tests-increasingly-scarce-pricey-demand-employers-jumps-2021-10-05/?taid=615c409f76ce460001396f90&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[15] https://www.mentealternativa.com/acusan-a-pfizer-de-experimentar-con-bebes-huerfanos-para-probar-su-vacuna-covid-19/amp/?__twitter_impression=true
[15] https://www.mentealternativa.com/acusan-a-pfizer-de-experimentar-con-bebes-huerfanos-para-probar-su-vacuna-covid-19/
[13] https://www.cnn.com/2021/10/05/health/covid-vaccines-reduce-senior-deaths/index.html

Top URLs in Tweet in G1:
[10] https://www.folkhalsomyndigheten.se/nyheter-och-press/nyhetsarkiv/2021/oktober/anvandningen-av-modernas-vaccin-mot-covid-19-pausas-for-alla-som-ar-fodda-1991-och-senare/
[8] https://m.theepochtimes.com/mkt_app/australian-medical-manufacturer-recalls-nearly-200000-covid-19-tests-in-us-over-false-positive-results_4034443.html?v=ul
[7] https://www.publicsenat.fr/article/parlementaire/vaccination-obligatoire-contre-le-covid-19-le-texte-rejete-en-commission-au
[6] https://www.wsj.com/articles/covid-19-coronavirus-lab-leak-virology-origins-pandemic-11633462827
[6] https://www.poandpo.com/
[5] https://www.cnn.com/2021/10/05/health/covid-vaccines-reduce-senior-deaths/index.html
[5] https://selahafrik.com/2021/10/covid-19-vaccine-pastor-adeboye-christian-leaders/
[3] https://www.reuters.com/business/healthcare-pharmaceuticals/pfizerbiontech-covid-19-vaccine-effectiveness-drops-after-6-months-study-2021-10-04/
[3] https://www.doshermanasinfo.com/nueva-bajada-de-la-tasa-de-incidencia-covid-19-que-se-encuentra-en-5628-puntos/
[3] https://kdvr.com/news/coronavirus/covid-19-vaccine/kidney-transplant-patient-moved-to-inactive-for-not-receiving-covid-vaccine/

Top URLs in Tweet in G2:
[58] https://kdvr.com/news/coronavirus/covid-19-vaccine/kidney-transplant-patient-moved-to-inactive-for-not-receiving-covid-vaccine/?utm_source=twitter.com&utm_medium=referral&utm_campaign=socialflow
[5] https://www.zerohedge.com/covid-19/indias-ivermectin-blackout-secret-revealed
[4] https://data.cdc.gov/NCHS/Provisional-COVID-19-Deaths-by-Sex-and-Age/9bhg-hcku/data
[3] https://www.zerohedge.com/covid-19/veritas-records-pfizer-scientists-your-antibodies-probably-better-vax-after-infection-wait
[2] https://doctors4covidethics.org/expert-statement-regarding-the-use-of-moderna-covid-19-mrna-vaccine-in-children/
[2] https://www.zerohedge.com/covid-19/without-lockdowns-sweden-had-fewer-excess-deaths-most-europe
[2] https://www.folkhalsomyndigheten.se/nyheter-och-press/nyhetsarkiv/2021/oktober/anvandningen-av-modernas-vaccin-mot-covid-19-pausas-for-alla-som-ar-fodda-1991-och-senare/
[2] https://obits.oregonlive.com/us/obituaries/oregon/name/jessica-wilson-obituary?pid=200278331
[2] https://www.reuters.com/world/asia-pacific/vaccinated-people-singapore-make-up-three-quarters-recent-covid-19-cases-2021-07-23/
[2] https://www.beckershospitalreview.com/public-health/nearly-60-of-hospitalized-covid-19-patients-in-israel-fully-vaccinated-study-finds.html

Top URLs in Tweet in G3:
[1] https://timesofindia.indiatimes.com/entertainment/hindi/bollywood/news/sushant-singh-rajput-had-invented-a-corona-app-to-detect-covid-19/articleshow/77695080.cms

Top URLs in Tweet in G4:
[4] https://twitter.com/i/broadcasts/1lDxLLvpNgaxm
[3] http://www.minci.gob.ve/refuerzo-de-vacunacion-contra-la-covid-19-iniciara-en-enero/
[2] http://vicepresidencia.gob.ve/refuerzo-de-vacunacion-contra-la-covid-19-iniciara-en-enero/
[1] https://bit.ly/3lfpFFM
[1] https://fusernews.com/argentina-completa-el-50-de-la-poblacion-inmunizada-contra-covid-19/
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fzodi.barinas.96
[1] https://twitter.com/DivLogistica/status/1427942978996391941/photo/1
[1] https://www.vtv.gob.ve/dia-567-venezuela-registra-nuevos-contagios-03102021/

Top URLs in Tweet in G6:
[7] https://www.wsj.com/articles/white-evangelicals-resist-covid-19-vaccine-most-among-religious-groups-11627464601
[2] https://arabic.cnn.com/health/video/2021/09/29/v111526-jason-arena-tiktok-wife-cancer-covid-19-hospital
[1] https://www.reuters.com/investigates/special-report/usa-oneamerica-att/
[1] https://www.reuters.com/world/us/treasury-tells-arizona-it-cant-use-federal-funds-undermine-school-mask-2021-10-05/
[1] https://therecord.media/report-new-pcr-test-intelligence-around-wuhan-suggests-covid-19-was-virulent-earlier-than-thought/amp/?__twitter_impression=true
[1] https://www.wrtv.com/news/coronavirus/mother-of-three-fighting-for-her-life-has-yet-to-hold-her-newborn
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2F593968021%2Fposts%2F10158607659868022%2F%3Fd%3Dn
[1] https://www.moh.gov.sg/news-highlights/details/update-on-local-covid-19-situation_5_October_2021
[1] https://www.dailykos.com/story/2021/10/2/2055693/-COVID-19-must-be-eliminated-not-endemic-if-America-is-going-to-survive
[1] https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1003773

Top URLs in Tweet in G7:
[10] https://www.thestar.com.my/news/nation/2021/10/04/covid-19-langkawi-hotel-temporarily-closed-after-over-50-staff-infected
[4] https://www.thestar.com.my/news/nation/2021/10/04/covid-19-lowest-daily-figures-in-nearly-three-months
[2] https://mothership.sg/2021/10/molnupiravir-singapore/
[2] https://mothership.sg/2021/10/moh-jamie-chat-bot-sex-advice/
[2] https://www.malaymail.com/news/malaysia/2021/10/06/less-covid-19-patients-at-private-hospitals-now-says-association-of-private/2011283
[2] https://www.malaymail.com/news/malaysia/2021/10/04/hotel-in-langkawi-ordered-to-close-after-more-than-50-staff-test-positive-f/2010667
[2] https://www.thestar.com.my/news/nation/2021/10/06/covid-19-recoveries-outnumber-new-cases-for-20th-straight-day-says-health-dg
[2] https://www.facebook.com/photo/?fbid=201846648703702&set=a.197963292425371
[1] https://kpkesihatan.com/2021/10/04/kenyataan-akhbar-kpk-4-oktober-2021-situasi-semasa-jangkitan-penyakit-coronavirus-2019-covid-19-di-malaysia/
[1] https://kpkesihatan.com/2021/10/05/kenyataan-akhbar-kpk-5-oktober-2021-situasi-semasa-jangkitan-penyakit-coronavirus-2019-covid-19-di-malaysia/

Top URLs in Tweet in G8:
[2] https://trib.al/xAfMIGO
[2] https://www.cbc.ca/news/politics/vaccine-mandate-announcement-1.6201101
[2] https://www.theglobeandmail.com/canada/article-ontario-mpp-rick-nicholls-out-as-deputy-speaker-at-legislature-after/?cmpid=rss&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.cp24.com/world/j-j-seeks-u-s-clearance-for-covid-19-vaccine-booster-doses-1.5611345
[2] https://www.cp24.com/news/rapid-covid-19-surveillance-testing-program-coming-to-select-ontario-schools-next-week-1.5611291
[2] https://www.cp24.com/news/health-officials-declare-covid-19-outbreaks-at-three-toronto-schools-1.5611122
[2] https://www.wpr.org/help-reduce-covid-19-spread-dane-countys-indoor-mask-mandate-extended-until-nov-5
[1] http://trib.al/S5sc4Ct
[1] https://fivethirtyeight.com/features/bidens-approval-rating-isnt-bouncing-back/
[1] https://www.ibtimes.com/fully-vaccinated-texas-teacher-booster-shot-dies-covid-19-3310092

Top URLs in Tweet in G9:
[3] https://www.wsj.com/articles/covid-19-coronavirus-lab-leak-virology-origins-pandemic-11633462827?reflink=desktopwebshare_twitter
[3] https://trib.al/zjA5Ada
[2] https://www.wsj.com/articles/covid-19-coronavirus-lab-leak-virology-origins-pandemic-11633462827?st=3s50e902rbc3hcp&reflink=desktopwebshare_twitter
[2] https://www.wsj.com/articles/covid-19-coronavirus-lab-leak-virology-origins-pandemic-11633462827?st=s0q6poewtom9emm&reflink=desktopwebshare_twitter
[2] https://trib.al/aBuEOiI
[2] https://thehill.com/policy/healthcare/575279-study-shows-pfizer-covid-19-vaccine-effectiveness-declines-after-six-months
[1] https://www.dailymail.co.uk/news/article-10063129/ESPN-anchor-Sage-Steele-taken-air-controversial-comments-recovers-COVID-19.html
[1] https://trib.al/tlAWEUB
[1] https://twitter.com/tulongdao2017v/status/1445164254852567044?s=20
[1] https://www.brookings.edu/blog/fixgov/2021/10/01/for-covid-19-vaccinations-party-affiliation-matters-more-than-race-and-ethnicity/

Top URLs in Tweet in G10:
[8] https://www.cnn.com/2021/10/05/health/covid-vaccines-reduce-senior-deaths/index.html
[3] http://dlvr.it/S8y2Xn
[3] http://dlvr.it/S8y2bD
[3] https://trib.al/1lMcJ1p
[3] http://icao.tv/
[2] https://www.channelnewsasia.com/singapore/singapore-covid-19-cases-deaths-oct-5-moh-2223001?cid=TWTcna
[2] http://dlvr.it/S8xMVF
[2] https://www.bloomberg.com/news/articles/2021-10-05/gen-x-leaves-boomers-trailing-with-50-wealth-jump-in-pandemic?cmpid=socialflow-twitter-business&utm_medium=social&utm_source=twitter&utm_content=business&utm_campaign=socialflow-organic
[2] https://www.wbaltv.com/article/teenage-sons-fall-critically-ill-with-covid-19/37846709?utm_campaign=snd-autopilot
[2] https://www.wgal.com/article/johnson-johnson-asks-fda-to-authorize-covid-19-vaccine-booster-shots/37865526?utm_campaign=snd-autopilot

Top Domains
Top Domains in Tweet in Entire Graph:
[175] twitter.com
[87] trib.al
[68] reuters.com
[67] kdvr.com
[64] zerohedge.com
[54] wsj.com
[52] com.br
[50] cnn.com
[50] bit.ly
[48] theexpose.uk

Top Domains in Tweet in G1:
[55] twitter.com
[31] com.br
[20] cnn.com
[19] wsj.com
[15] theepochtimes.com
[12] co.uk
[12] poandpo.com
[10] reuters.com
[10] folkhalsomyndigheten.se
[9] youtube.com

Top Domains in Tweet in G2:
[58] kdvr.com
[11] zerohedge.com
[4] cdc.gov
[3] reuters.com
[2] theexpose.uk
[2] doctors4covidethics.org
[2] folkhalsomyndigheten.se
[2] oregonlive.com
[2] beckershospitalreview.com
[1] nytimes.com

Top Domains in Tweet in G3:
[1] indiatimes.com

Top Domains in Tweet in G4:
[6] gob.ve
[5] twitter.com
[1] bit.ly
[1] fusernews.com
[1] facebook.com

Top Domains in Tweet in G6:
[7] wsj.com
[4] wsws.org
[3] cnn.com
[3] nbcnews.to
[2] reuters.com
[2] therecord.media
[1] wrtv.com
[1] facebook.com
[1] gov.sg
[1] dailykos.com

Top Domains in Tweet in G7:
[21] com.my
[5] malaymail.com
[4] mothership.sg
[3] kpkesihatan.com
[3] bernama.com
[2] gov.my
[2] facebook.com
[1] bit.ly
[1] youtube.com
[1] astroawani.com

Top Domains in Tweet in G8:
[9] cp24.com
[5] cbc.ca
[4] trib.al
[4] theglobeandmail.com
[3] abcn.ws
[2] wpr.org
[2] katu.com
[1] fivethirtyeight.com
[1] ibtimes.com
[1] shn.ca

Top Domains in Tweet in G9:
[16] wsj.com
[6] trib.al
[2] thehill.com
[1] co.uk
[1] twitter.com
[1] brookings.edu
[1] springer.com
[1] cnn.it
[1] kdvr.com
[1] hopkinsmedicine.org

Top Domains in Tweet in G10:
[10] dlvr.it
[8] cnn.com
[5] bloomberg.com
[4] trib.al
[3] icao.tv
[2] channelnewsasia.com
[2] reuters.com
[2] wbaltv.com
[2] wgal.com
[1] thehoya.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[599] covid_19
[404] covid19
[313] airforce_result_do
[168] ygletlisadoherwork
[151] covid
[74] 44475
[66] 44473
[60] fanb
[54] 44474
[54] coronavirus



Top Hashtags in Tweet in G1:
[124] covid_19
[67] covid19
[29] covid
[25] coronavirus
[12] 10/6/2021 12:00:00 AM
[11] health
[10] fanb
[9] 10/4/2021 12:00:00 AM
[9] gnbtachira
[8] news

Top Hashtags in Tweet in G2:
[2] jessicabergwilson
[1] moderna
[1] covid19
[1] spikevax

Top Hashtags in Tweet in G3:
[309] airforce_result_do
[8] airforce_
[7] airforce_enrollment_publish_karo
[2] indiafightscorona
[1] nipersweek
[1] azadikaamritmahotsav
[1] _result_do

Top Hashtags in Tweet in G4:
[57] covid_19
[50] 10/4/2021 12:00:00 AM
[49] 10/6/2021 12:00:00 AM
[38] fanb
[32] 10/5/2021 12:00:00 AM
[29] 10/5/2021 12:00:00 AM
[24] vacunaciónabierta
[22] venezuela
[19] entérate
[14] gnbbarinas

Top Hashtags in Tweet in G5:
[152] ygletlisadoherwork

Top Hashtags in Tweet in G6:
[9] covid19
[3] covid_19
[2] covid19nz
[1] deltavariant
[1] nzpol
[1] covid19aus
[1] covid19vic
[1] covid19nsw
[1] covid19qld
[1] china

Top Hashtags in Tweet in G7:
[7] lindungdirilindungsemua
[7] covid19
[6] menangbersama
[6] jabatanpenerangan
[4] keluargamalaysia
[3] reopeningsafely
[2] singkapanpick
[2] throwbackpick
[2] komunikasikita
[2] nstnation

Top Hashtags in Tweet in G8:
[5] covid19
[4] breaking
[2] vaccination
[1] mandateswork
[1] cdnpoli
[1] pregnancy
[1] covid19ontario
[1] covid_19

Top Hashtags in Tweet in G9:
[2] covid19
[1] firstnamebunchanumbers
[1] cmbs

Top Hashtags in Tweet in G10:
[5] covid19
[1] hlcc2021
[1] aviation

Top Words
Top Words in Tweet in Entire Graph:
[6596] covid
[6206] 19
[847] vaccine
[652] 2021
[599] #covid_19
[451] vaccination
[447] please
[429] contra
[404] #covid19
[373] deaths

Top Words in Tweet in G1:
[994] covid
[952] 19
[124] #covid_19
[108] vaccine
[67] #covid19
[65] 2021
[62] deaths
[62] cases
[59] 10
[52] contra

Top Words in Tweet in G2:
[255] covid
[212] rwmalonemd
[196] 19
[140] vaccination
[127] uk
[123] government
[93] children
[93] vaccine
[91] judge
[91] orders

Top Words in Tweet in G3:
[309] #airforce_result_do
[302] please
[295] release
[295] star
[295] 2021
[295] soon
[295] possible
[295] sir
[292] already
[292] lost

Top Words in Tweet in G4:
[157] 19
[152] covid
[86] nicolasmaduro
[77] contra
[77] prevención
[74] medidas
[57] #covid_19
[55] días
[50] #4oct
[49] #6oct

Top Words in Tweet in G5:
[152] องจากสถานการณ
[152] covid
[152] 19
[152] ค
[152] ายจ
[152] งไม
[152] อยากให
[152] เธอเข
[152] าร
[152] วมก

Top Words in Tweet in G6:
[50] drericding
[40] girlsreallyrule
[40] america
[39] wuhan
[39] started
[39] 2019
[38] pcr
[37] very
[37] strange
[37] mass

Top Words in Tweet in G7:
[142] covid
[142] 19
[90] kes
[51] 2021
[45] oktober
[37] yang
[33] dghisham
[33] pada
[30] malaysia
[29] negeri

Top Words in Tweet in G8:
[84] covid
[84] 19
[72] airlines
[49] vaccine
[43] hospitalization
[39] pfizer
[38] abc
[38] 90
[38] effective
[31] study

Top Words in Tweet in G9:
[34] covid
[33] jackposobiec
[33] vaccine
[28] black
[27] espn
[27] anchor
[27] sage
[27] steele
[27] taken
[27] air

Top Words in Tweet in G10:
[100] covid
[100] 19
[62] deaths
[60] prevented
[60] 000
[60] seniors
[53] vaccinations
[52] 265
[52] infections
[52] tens

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[5996] covid,19
[464] 19,vaccine
[328] contra,covid
[300] soon,possible
[299] #airforce_result_do,release
[299] star,2021
[299] 2021,soon
[298] possible,please
[298] please,sir
[296] sir,already

Top Word Pairs in Tweet in G1:
[925] covid,19
[74] 19,vaccine
[48] contra,covid
[26] 19,cases
[18] johnson,johnson
[17] 19,pandemic
[15] 19,vaccination
[14] #covid,19
[13] against,covid
[13] fully,vaccinated

Top Word Pairs in Tweet in G2:
[192] covid,19
[135] 19,vaccination
[91] uk,judge
[91] judge,orders
[91] orders,government
[91] government,provide
[91] provide,evidence
[91] evidence,court
[91] court,justifies
[91] justifies,covid

Top Word Pairs in Tweet in G3:
[295] #airforce_result_do,release
[295] star,2021
[295] 2021,soon
[295] soon,possible
[294] possible,please
[294] please,sir
[292] sir,already
[292] already,lost
[265] release,result
[265] result,star

Top Word Pairs in Tweet in G4:
[152] covid,19
[61] contra,covid
[45] prevención,clave
[40] pueblo,venezolano
[35] medidas,bioseguridad
[35] recuerda,mantener
[33] buenos,días
[31] días,recuerda
[31] mantener,distanciamiento
[31] distanciamiento,social

Top Word Pairs in Tweet in G5:
[152] องจากสถานการณ,covid
[152] covid,19
[152] 19,ค
[152] ค,ายจ
[152] ายจ,งไม
[152] งไม,อยากให
[152] อยากให,เธอเข
[152] เธอเข,าร
[152] าร,วมก
[152] วมก,จกรรมใดๆ'

Top Word Pairs in Tweet in G6:
[37] very,strange
[37] strange,wuhan
[37] wuhan,started
[37] started,mass
[37] mass,purchasing
[37] purchasing,pcr
[37] pcr,tests
[37] tests,equipment
[37] equipment,early
[37] early,2019

Top Word Pairs in Tweet in G7:
[142] covid,19
[44] oktober,2021
[19] jumlah,kes
[17] sehingga,oktober
[17] 2021,jumlah
[17] kes,covid
[17] 19,yang
[17] yang,dilaporkan
[17] dilaporkan,adalah
[17] kes,pecahan

Top Word Pairs in Tweet in G8:
[84] covid,19
[47] 19,vaccine
[39] pfizer,covid
[38] 90,effective
[30] study,finds
[28] latest,pfizer
[28] vaccine,90
[28] effective,preventing
[28] preventing,hospitalization
[28] hospitalization,delta

Top Word Pairs in Tweet in G9:
[27] espn,anchor
[27] anchor,sage
[27] sage,steele
[27] steele,taken
[27] taken,air
[27] air,questioned
[27] questioned,obama
[27] obama,identifies
[27] identifies,black
[27] black,slammed

Top Word Pairs in Tweet in G10:
[100] covid,19
[52] vaccinations,prevented
[52] prevented,265
[52] 265,000
[52] 000,covid
[52] 19,infections
[52] infections,seniors
[52] seniors,tens
[52] tens,thousands
[52] thousands,deaths

Top Replied-To
Top Replied-To in Entire Graph:
@ajayawasthi108
@nationafrica
@ericspracklen
@macky_sall
@v_margar
@karl_lauterbach
@randolfeap
@usambbangladesh
@moictkenya
@laurenboebert

Top Replied-To in G2:
@wolnyijuz
@bkg8830
@robertball19692
@noorchashm
@nannerg123
@ginflower

Top Replied-To in G3:
@sonusood

Top Replied-To in G4:
@beatrizrpsuv

Top Replied-To in G6:
@drericding
@doccyrreb88
@occams_razor1

Top Replied-To in G7:
@folkloreswifty

Top Replied-To in G8:
@abc

Top Replied-To in G9:
@randyda45563433
@zaidaenborinke
@jackposobiec
@mshalo18
@robert46731585

Top Mentioned
Top Mentioned in Entire Graph:
@rwmalonemd
@anmolpaudwal
@lisalouis0327
@nicolasmaduro
@sitaram53429574
@abdullahciftcib
@thaienquirer
@sofistadium
@cnnbrk
@thehill

Top Mentioned in G1:
@hiremaidea
@newsflash_tf
@michaelleella
@dj15802349
@derkus93
@clubfmphilly
@gnbvegadeaza
@cnrifrance
@raquel4801
@navinpersad

Top Mentioned in G2:
@rwmalonemd
@profnfenton
@inconforme75
@bveralu
@barbeariapoian
@bordersagainst
@poorbengunn
@ewoodhouse7
@noorchashm
@rfsquared

Top Mentioned in G3:
@anmolpaudwal
@sitaram53429574
@ani
@govinda51525182
@pmoindia
@abplivenews
@iaf_mcc
@sudhirchaudhary
@rajnathsingh
@sonusood

Top Mentioned in G4:
@nicolasmaduro
@libertad003
@gnbvcostera
@iaim_ve
@presidencialven
@gnb_tachira
@incessocialista
@gbcmdte21gnb
@gnbcz12
@gac_reg

Top Mentioned in G5:
@lisalouis0327

Top Mentioned in G6:
@drericding
@girlsreallyrule
@yaneerbaryam
@naveedajamali
@nbcnews
@segnewzealand
@drn_cancerpcp
@cnnarabic
@paula_rathburn

Top Mentioned in G7:
@dghisham
@kkmputrajaya
@khairykj
@jkjavmy
@bernamatv
@staronline
@jpenerangan
@mothershipsg
@bernamaradio
@buletintv3

Top Mentioned in G8:
@abc
@joncoopertweets
@cbcnews
@cp24
@globeandmail
@picardonhealth
@fivethirtyeight
@thehill
@mariekewalsh
@stevenchase

Top Mentioned in G9:
@jackposobiec
@washingtonpost
@wsj
@wsjopinion
@cnnpolitics
@godreigns14
@quay_dr
@andrewbostom
@garyruskin
@therightmelissa

Top Mentioned in G10:
@cnnbrk
@business
@robertcooper58
@todayshow
@channelnewsasia
@icao
@reuters
@g7
@bw
@ellisonbarber

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@tomthunkitsmind
@rashidaldosari
@threadreaderapp
@sunoticiero
@opsiin
@lapublicacion
@kompascom
@detikcom

Top Tweeters in G1:
@sunoticiero
@opsiin
@lapublicacion
@zyiteblog
@republikaonline
@zyitegadgets
@jcc_news
@noticias24
@nyancow
@andyvermaut

Top Tweeters in G2:
@thepowerofmeow
@pedsscrub
@jeremy_hume
@louiedadawg
@ssr57
@ladyrosmarino
@dallas4bernie
@theflowernurse
@mcm_ct
@tina_tinalondon

Top Tweeters in G3:
@ani
@khushi4justice
@abplivenews
@blacksheep_119
@justice4ssr____
@sweetsparrkle
@immortal_photon
@hello_somdeb
@ssrdishajustice
@sudhirchaudhary

Top Tweeters in G4:
@vtvcanal8
@celestino2055
@mppeducacion
@gloriamaria057
@mayemar1972
@gnb_tachira
@lucenavilma
@iaim_ve
@yolitam
@mauraaguedez

Top Tweeters in G5:
@syderbay_
@suntwtyk
@mayymtw
@b0103_
@lalalalisa_leo
@sidadasi
@biqx_
@iamcherriu
@kalo_ae
@iamsone_love

Top Tweeters in G6:
@waweru
@deathtocrazy
@elkehollings
@grannynannynews
@cyndiw100
@heroesofmine
@potenspuella
@sundene
@nbcnews
@1982jjessin

Top Tweeters in G7:
@akmalarif90
@staronline
@501awani
@itsbobbih
@bernamadotcom
@nst_online
@malaymail
@bernamaradio
@umonline
@karzidaniq

Top Tweeters in G8:
@insdatainter
@familygrowing1
@globeandmail
@jairochl
@mvwinall
@zsarrina
@djradar
@lovsoshi
@abc
@joncoopertweets

Top Tweeters in G9:
@rashidaldosari
@njdoc
@washingtonpost
@montpellier21
@wsj
@carolannlemon1
@goaudax
@susandesanti
@cnnpolitics
@apocalypticanow

Top Tweeters in G10:
@sddphoto
@business
@channelnewsasia
@wbaltv11
@nensoniuch
@squirrel_ma
@mrjradford
@jlangwood
@wgal
@tomy2875


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