COVID, Twitter, 6/6/2022 11:27:10 PM, 277792


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COVID_2022-06-06_01-30-01.xlsx
COVID_2022-06-06_01-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 06, 2022
Short Description:
COVID via NodeXL https://bit.ly/3H2Ofmz
@katarina1970
@youarelobbylud
@who
@clarecraigpath
@shocktraumarn
@gerarddelaney39
@joshuatberglan
@joeyfox85
@rkaviate
@justintrudeau

Top hashtags:
#covid
#covid19
#longcovid
#soniagandhi
#covid_19
#coronavirus
#mckinsey

Description:
Description
The graph represents a network of 11,322 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 Monday, 06 June 2022 at 08:49 UTC.

The requested start date was Monday, 06 June 2022 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 Wednesday, 01 June 2022 at 12:15 UTC to Friday, 03 June 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 : 11322
Unique Edges : 6709
Edges With Duplicates : 11141
Total Edges : 17850
Number of Edge Types : 5
Retweet : 5121
MentionsInRetweet : 6044
Tweet : 2959
Mentions : 2522
Replies to : 1204
Self-Loops : 2996
Reciprocated Vertex Pair Ratio : 0.00524176294394523
Reciprocated Edge Ratio : 0.0104288602745557
Connected Components : 3237
Single-Vertex Connected Components : 1053
Maximum Vertices in a Connected Component : 2279
Maximum Edges in a Connected Component : 4855
Maximum Geodesic Distance (Diameter) : 39
Average Geodesic Distance : 15.076187
Graph Density : 7.33130497181688E-05
Modularity : 0.592305
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 11,322 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 Monday, 06 June 2022 at 08:49 UTC.

The requested start date was Monday, 06 June 2022 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 Wednesday, 01 June 2022 at 12:15 UTC to Friday, 03 June 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:
[26] https://www.mdpi.com/2077-0383/11/8/2219
[17] https://www.bfmtv.com/sante/covid-19-une-etude-prouve-l-efficacite-de-la-vitamine-d-pour-limiter-les-deces-chez-les-personnes-agees_AD-202206020387.html
[15] https://petition.parliament.uk/petitions/602171
[13] https://euroweeklynews.com/2022/05/27/2200-prominent-spanish-personalties-investigated-for-false-covid-19-vaccination/
[12] https://www.theguardian.com/world/2022/jun/01/us-covid-surge-cases-rate?CMP=share_btn_tw
[11] https://www.reuters.com/world/europe/italian-study-shows-ventilation-can-cut-school-covid-cases-by-82-2022-03-22/
[11] https://www.theguardian.com/world/2022/jun/01/us-covid-surge-cases-rate
[9] https://www.cureus.com/articles/89189-autoimmune-bullous-dermatosis-following-covid-19-vaccination-a-series-of-five-cases
[8] https://actu.fr/societe/vaccin-contre-le-covid-19-ces-soignants-revelent-avoir-ete-surpayes-par-l-assurance-maladie_50509574.html
[8] https://www.independent.co.uk/news/uk/politics/working-from-home-rights-covid-labour-b1869004.html

Top URLs in Tweet in G1:
[6] https://apnews.com/article/death-of-george-floyd-covid-health-race-and-ethnicity-bf49acf236100d0f514f0ac8220c2240?user_email=0dd50d58f976ba57428793e6f46c8f40c8a808126e6421fb6381db0d39b30676&utm_source=Sailthru&utm_medium=email&utm_campaign=May28_Weekend_reads&utm_term=Morning%20Wire%20Subscribers
[3] https://petition.parliament.uk/petitions/602171
[3] https://www.businessinsider.com/idaho-gop-candidate-used-employees-covid-funds-car-campaign-2022-6
[3] https://twitter.com/yoyo_idk/status/1532070582703243264
[3] https://www.theguardian.com/world/2022/jun/01/us-covid-surge-cases-rate
[2] https://mailchi.mp/f3dcce3d686f/air-travellers-entering-canada-must-have-a-negative-covid-19-test-before-arrival-16348481?e=b2d9f0f498
[2] https://www.eadt.co.uk/news/housing/suffolk-second-homes-covid-grant-8625054
[2] https://www.ilfattoquotidiano.it/2022/06/02/2-giugno-mattarella-italia-e-forze-armate-impegnate-per-la-pace-torna-la-parata-dopo-due-anni-sfilano-sindaci-e-medici-anti-covid/6613500/
[2] https://nasional.sindonews.com/read/786681/15/sandiaga-uno-temui-menkes-singapura-yakinkan-covid-19-indonesia-tertangani-baik-1654168014
[2] https://www.cnn.com/travel/article/omicron-vaccine-coronavirus-travel-testing-wellness/index.html

Top URLs in Tweet in G2:
[2] https://www.bbc.com/news/uk-61676093
[1] https://twitter.com/centrismxtreme/status/1530529073537159168
[1] https://covid.cdc.gov/covid-data-tracker/#county-view?list_select_state=all_states&list_select_county=all_counties&data-type=CommunityLevels&null=Risk
[1] https://twitter.com/JasonSalemi/status/1532090277288153089
[1] https://twitter.com/Birdyword/status/1532608608953077760
[1] http://patch.com/california/manhattanbeach/s/ia0ed/indoor-masking-return-if-la-reaches-high-covid-risk-level-june?utm_source=twitter.com&utm_medium=social&utm_term=health+%26+fitness&utm_campaign=autopost&utm_content=manhattanbeach
[1] https://twitter.com/stephanekm/status/1532417127033995264
[1] https://twitter.com/drjengunter/status/1532608806659710976
[1] https://www.reuters.com/world/europe/italian-study-shows-ventilation-can-cut-school-covid-cases-by-82-2022-03-22/

Top URLs in Tweet in G3:
[7] https://www.cureus.com/articles/89189-autoimmune-bullous-dermatosis-following-covid-19-vaccination-a-series-of-five-cases
[5] https://www.statnews.com/2022/05/25/viruses-that-were-on-hiatus-during-covid-are-back-and-behaving-in-unexpected-ways/
[4] https://actu.fr/societe/vaccin-contre-le-covid-19-ces-soignants-revelent-avoir-ete-surpayes-par-l-assurance-maladie_50509574.html
[4] https://www.msn.com/fr-fr/actualite/france/covid-19-emmanuel-macron-sans-piti%C3%A9-pour-les-soignants-non-vaccin%C3%A9s-et-leur-r%C3%A9int%C3%A9gration/ar-AAXY8S9?ocid=msedgntp&cvid=f9563f3f1817490dbb38220e4e861315
[3] https://lecourrier-du-soir.com/coup-de-theatre-loms-reconnait-officiellement-que-ses-gros-chiffres-sur-la-mortalite-covid-etaient-faux/
[2] https://www.bfmtv.com/sante/covid-19-une-etude-prouve-l-efficacite-de-la-vitamine-d-pour-limiter-les-deces-chez-les-personnes-agees_AD-202206020387.html
[2] https://www.leprogres.fr/sante/2022/06/02/plus-d-un-millier-de-vaccins-anti-covid-perimes-injectes-par-erreur-a-vaulx-en-velin
[2] https://www.mdpi.com/2077-0383/11/8/2219
[2] https://phmpt.org/wp-content/uploads/2021/11/5.3.6-postmarketing-experience.pdf
[2] https://www.francesoir.fr/videos-les-debriefings/essais-pfizer-sur-le-vaccin-anti-covid-le-rapport-explosif-de-christine

Top URLs in Tweet in G4:
[4] https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/conditionsanddiseases/bulletins/prevalenceofongoingsymptomsfollowingcoronaviruscovid19infectionintheuk/1june2022
[4] https://www.independent.co.uk/news/health/covid-cases-latest-coronavirus-figures-b2091640.html
[2] https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/conditionsanddiseases/bulletins/coronaviruscovid19infectionsurveyantibodyandvaccinationdatafortheuk/1june2022
[1] https://petition.parliament.uk/petitions/602171
[1] https://www.phnompenhpost.com/international/thailand-pay-45m-over-vaccine-side-effects
[1] https://twitter.com/ctvcalgary/status/1532036827586215936
[1] https://www.youtube.com/watch?v=-DeHytYQHYI&feature=youtu.be

[1] https://twitter.com/CovidJusticeUK/status/1530121406742151168
[1] https://www.civilservicejobs.service.gov.uk/csr/jobs.cgi?jcode=1791653
[1] https://scitechdaily.com/covid-infects-penis-testicles-and-prostate-causes-pain-erectile-dysfunction-reduced-sperm-count/

Top URLs in Tweet in G5:
[4] https://twitter.com/narendramodi/status/1532317778723885056
[2] https://twitter.com/i/broadcasts/1dRKZlmdERzJB
[1] https://www.timesnowhindi.com/india/article/pm-narendra-modi-wishes-congress-president-sonia-gandhi-a-speedy-recovery-from-covid/411980
[1] https://indiavoice.com/pm-modi-wishes-sonia-gandhi-covid-19/

Top URLs in Tweet in G6:
[10] https://www.bfmtv.com/sante/covid-19-une-etude-prouve-l-efficacite-de-la-vitamine-d-pour-limiter-les-deces-chez-les-personnes-agees_AD-202206020387.html
[3] http://www.francetvinfo.fr/sante/maladie/coronavirus/vaccin/covid-19-comment-expliquer-le-nombre-eleve-de-deces_4940154.html
[2] https://www.ouest-france.fr/pays-de-la-loire/angers-49000/une-etude-pilotee-par-le-chu-d-angers-confirme-l-utilite-de-la-vitamine-d-contre-le-covid-19-39107b38-e1a1-11ec-946f-15af7cc0006c?utm_source=fluxpublicactu&utm_medium=fluxrss&utm_campaign=banquedecontenu
[2] https://lecourrierdesstrateges.fr/2022/06/01/essais-prometteurs-pour-lantiviral-anti-covid-de-biotron/
[1] https://twitter.com/carene1984/status/1532459359732740096
[1] https://actu.fr/societe/vaccin-contre-le-covid-19-ces-soignants-revelent-avoir-ete-surpayes-par-l-assurance-maladie_50509574.html
[1] https://www.ouest-france.fr/centre-val-de-loire/bourges-18000/covid-19-suspendue-car-elle-avait-refuse-de-se-faire-vacciner-une-aide-soignante-gagne-en-justice-7793339
[1] https://twitter.com/strategieduchoc/status/1532428981340753921
[1] https://lemediaen442.fr/quand-karine-lacombe-mentait-avec-laide-des-medias-la-vitamine-d-nest-pas-efficace-contre-la-covid-19/
[1] https://www.ladepeche.fr/2022/06/02/covid-19-lefficacite-de-la-vitamine-d-demontree-sur-les-patients-ages-10333678.php

Top URLs in Tweet in G8:
[3] https://www.ndtv.com/india-news/mumbai-warns-of-huge-spike-in-covid-cases-positivity-rate-at-6-per-cent-3028562#pfrom=home-ndtv_topscroll
[2] https://twitter.com/priyankagandhi/status/1532587439553843201
[1] https://m.thewire.in/article/government/himanta-biswa-sarma-wife-ppe-firm
[1] https://twitter.com/INCIndia/status/1532262688390189056

Top URLs in Tweet in G9:
[2] https://www.tabletmag.com/sections/news/articles/the-covid-cult-did-lasting-damage-to-our-kids
[2] https://goodsciencing.com/covid/athletes-suffer-cardiac-arrest-die-after-covid-shot/
[1] https://twitter.com/Robber_Baron_/status/1531440444642676736
[1] https://twitter.com/SarahEdmondsPhD/status/1532368948401823744
[1] https://t.me/+pii2IYbsdtE5YTE0
[1] https://twitter.com/DrJBhattacharya/status/1532594905171697664
[1] https://twitter.com/jeancharest_/status/1531656090294812678
[1] https://torontosun.com/opinion/editorials/editorial-trudeau-needs-to-drop-the-covid-theatre
[1] https://www.abc10.com/article/news/local/masking-high-covid-rates/103-bda462ab-34eb-4e93-87ee-f27dcb868a79
[1] https://tnc.news/2022/05/31/trudeau-government-extends-border-restrictions-and-mandates/

Top URLs in Tweet in G10:
[8] https://www.reuters.com/world/europe/italian-study-shows-ventilation-can-cut-school-covid-cases-by-82-2022-03-22/
[8] https://www.theguardian.com/world/2022/jun/01/us-covid-surge-cases-rate?CMP=share_btn_tw
[1] https://www.infectioncontroltoday.com/view/long-covid-19-spreads-wide-toxic-net-that-includes-kids
[1] https://www.weau.com/2022/06/01/block-covid-funds-risks-us-lives-white-house-says/
[1] https://www.washingtonpost.com/business/2021/12/09/long-covid-work-unemployed/
[1] https://www.nbcnews.com/investigations/got-long-covid-cost-dearly-rcna17942
[1] https://twitter.com/edmjbg/status/1532521347754041344
[1] https://www.msn.com/en-au/health/medical/kidney-injury-hidden-in-covid-19-patients/ar-AAY0kx5?ocid=msedgdhp&pc=U531&cvid=3f93fc3c244f4bdf8a95e588d018bcfb
[1] https://twitter.com/Mark_Butler_MP/status/1532559145622282241
[1] https://twitter.com/questCNN/status/1530280196166787074

Top Domains
Top Domains in Tweet in Entire Graph:
[360] twitter.com
[82] bit.ly
[77] theguardian.com
[74] co.uk
[38] com.br
[34] youtube.com
[31] msn.com
[27] mdpi.com
[23] reuters.com
[22] nytimes.com

Top Domains in Tweet in G1:
[126] twitter.com
[27] bit.ly
[13] com.br
[12] theguardian.com
[8] apnews.com
[7] nytimes.com
[6] co.uk
[6] youtube.com
[5] com.mx
[5] freemedication.news

Top Domains in Tweet in G2:
[5] twitter.com
[2] bbc.com
[1] cdc.gov
[1] patch.com
[1] reuters.com

Top Domains in Tweet in G3:
[8] cureus.com
[6] twitter.com
[5] statnews.com
[5] odysee.com
[4] actu.fr
[4] msn.com
[3] lecourrier-du-soir.com
[2] ouest-france.fr
[2] bfmtv.com
[2] leprogres.fr

Top Domains in Tweet in G4:
[8] twitter.com
[8] gov.uk
[6] co.uk
[2] youtube.com
[1] parliament.uk
[1] phnompenhpost.com
[1] scitechdaily.com
[1] self.com
[1] nicolaporro.it
[1] cnn.com

Top Domains in Tweet in G5:
[6] twitter.com
[1] timesnowhindi.com
[1] indiavoice.com

Top Domains in Tweet in G6:
[10] bfmtv.com
[8] twitter.com
[4] planetes360.fr
[3] ouest-france.fr
[3] francetvinfo.fr
[2] lecourrierdesstrateges.fr
[1] actu.fr
[1] lemediaen442.fr
[1] ladepeche.fr
[1] leparisien.fr

Top Domains in Tweet in G8:
[3] twitter.com
[3] ndtv.com
[1] thewire.in

Top Domains in Tweet in G9:
[4] twitter.com
[3] tnc.news
[2] tabletmag.com
[2] goodsciencing.com
[1] t.me
[1] torontosun.com
[1] abc10.com
[1] thestar.com

Top Domains in Tweet in G10:
[9] theguardian.com
[8] reuters.com
[7] twitter.com
[2] com.au
[1] infectioncontroltoday.com
[1] weau.com
[1] washingtonpost.com
[1] nbcnews.com
[1] msn.com
[1] cnn.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[218] covid
[182] covid19
[60] longcovid
[49] soniagandhi
[45] covid_19
[31] coronavirus
[30] mckinsey
[26] cdnpoli
[21] noolvidamos
[18] mauricette



Top Hashtags in Tweet in G1:
[44] covid
[27] covid19
[10] coronavirus
[8] news
[8] soniagandhi
[5] covid_19
[5] pakturkiyeat75
[4] china
[4] shanghai
[4] covidisnotover

Top Hashtags in Tweet in G2:
[4] longcovid
[3] covid19
[2] covid
[1] ppe
[1] fblc
[1] neisvoid
[1] covidisnotover

Top Hashtags in Tweet in G3:
[25] mckinsey
[12] paxlovid
[10] covid
[6] oms
[4] covid19
[3] vaccin
[3] patients
[3] and
[3] vaccines
[3] irreversible

Top Hashtags in Tweet in G4:
[14] covid19
[9] coronavirus
[4] longcovid
[3] covid
[2] fazio
[2] burioni
[2] quartadose
[1] wewilltelltheirstories
[1] sarscov2
[1] carrieantoinette

Top Hashtags in Tweet in G5:
[13] soniagandhi
[5] covid19
[5] congress
[4] rahulgandhi
[4] nationalheraldscam
[4] upscextraattempt
[3] corona
[2] covid
[1] pmmodi
[1] narendramodi

Top Hashtags in Tweet in G6:
[17] mauricette
[9] effetsecondaires
[8] soignantssuspendus
[4] pfizer
[3] maximebeltra
[3] covid_19
[3] arnaque
[3] corrompus
[2] nuremberg2
[2] nurembergcode

Top Hashtags in Tweet in G7:
[21] noolvidamos

Top Hashtags in Tweet in G8:
[8] covid
[5] raj_cha_संविदा_केडर_में_शामिल_करे
[4] congress
[4] soniagandhi
[2] tapi
[2] gujrat
[2] mukeshpatel
[2] covid_19
[1] cha_नर्सेज_आंदोलन_जयपुरday63
[1] nationalheraldcase

Top Hashtags in Tweet in G9:
[6] endthemandates
[3] cdnpoli
[3] breaking
[1] senca
[1] onpoli
[1] covid19

Top Hashtags in Tweet in G10:
[5] longcovid
[3] covid
[3] covidisaiborne
[1] covid19qld
[1] covid19nsw
[1] vaccinesplus

Top Words
Top Words in Tweet in Entire Graph:
[7675] covid
[1776] 19
[1092] ãƒ
[1085] æ
[1008] ç
[934] î
[742] people
[590] mã
[559] dã
[470] still

Top Words in Tweet in G1:
[995] covid
[279] 19
[261] î
[115] ø
[57] æ
[52] people
[51] nã
[51] eu
[51] mã
[47] ç

Top Words in Tweet in G2:
[400] pretending
[290] covid
[219] donâ
[208] itâ
[207] over
[203] still
[201] zackbornstein
[200] understand
[200] spiking
[200] weâ

Top Words in Tweet in G3:
[177] covid
[88] dã
[76] contre
[75] lâ
[64] f_philippot
[56] vitamine
[48] tude
[47] france
[45] plus
[43] rã

Top Words in Tweet in G4:
[145] covid
[34] borisjohnson
[31] uk
[29] people
[28] long
[25] sajidjavid
[23] living
[22] essexpr
[17] jamesfwells
[17] 19

Top Words in Tweet in G5:
[178] covid
[133] narendramodi
[121] 19
[113] ji
[108] sonia
[105] wishing
[105] recovery
[104] gandhi
[104] speedy
[102] congress

Top Words in Tweet in G6:
[122] covid
[64] dã
[49] rã
[46] 19
[39] contre
[37] lâ
[29] vaccin
[29] vitamine
[28] bfmtv
[27] tã

Top Words in Tweet in G7:
[181] hoy
[180] dã
[161] manuelrico
[157] mã
[131] hospital
[125] gobierno
[125] residentes
[122] ayuso
[120] aprobã
[120] protocolo

Top Words in Tweet in G8:
[104] covid
[65] 19
[62] recovery
[59] speedy
[57] positive
[54] ji
[51] tested
[46] congress
[43] smt
[42] president

Top Words in Tweet in G9:
[122] covid
[44] people
[36] drjbhattacharya
[35] vaccine
[35] normal
[31] scientific
[31] require
[29] reason
[28] ethical
[28] neg

Top Words in Tweet in G10:
[128] covid
[25] people
[24] albomp
[22] cases
[21] 19
[17] more
[16] long
[15] weeks
[14] lauramiers
[14] over

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1694] covid,19
[636] î,î
[563] ãƒ,ãƒ
[285] long,covid
[228] covid,still
[220] weâ,ve
[206] understand,covid
[206] itâ,over
[203] donâ,understand
[203] still,spiking

Top Word Pairs in Tweet in G1:
[262] covid,19
[181] î,î
[51] ø,ø
[33] àª,àª
[25] long,covid
[23] ø,ù
[20] teste,covid
[19] ù,ø
[18] ãƒ,ãƒ
[16] îµî,î

Top Word Pairs in Tweet in G2:
[200] donâ,understand
[200] understand,covid
[200] covid,still
[200] still,spiking
[200] spiking,weâ
[200] weâ,ve
[200] ve,tried
[200] tried,everything
[200] everything,pretending
[200] pretending,itâ

Top Word Pairs in Tweet in G3:
[70] contre,covid
[30] vã,ran
[29] 2021,vã
[29] ran,vitamine
[29] vitamine,dangereuse
[29] dangereuse,d'utilitã
[29] d'utilitã,contre
[29] covid,quasi
[29] quasi,interdite
[29] interdite,pharmacie

Top Word Pairs in Tweet in G4:
[23] long,covid
[16] covid,19
[15] cost,living
[14] uk,consumed
[14] consumed,cost
[14] living,crisis
[14] crisis,borisjohnson
[14] borisjohnson,sajidjavid
[14] sajidjavid,quietly
[14] quietly,preparing

Top Word Pairs in Tweet in G5:
[121] covid,19
[105] recovery,covid
[104] speedy,recovery
[102] sonia,gandhi
[101] congress,president
[100] wishing,congress
[100] president,smt
[100] gandhi,ji
[99] smt,sonia
[98] ji,speedy

Top Word Pairs in Tweet in G6:
[46] covid,19
[36] contre,covid
[19] dã,cã
[17] vaccin,contre
[16] 19,ces
[16] ces,soignants
[16] soignants,rã
[16] rã,vã
[16] vã,lent
[16] lent,avoir

Top Word Pairs in Tweet in G7:
[159] manuelrico,hoy
[120] dã,gobierno
[120] gobierno,ayuso
[120] ayuso,aprobã
[120] aprobã,protocolo
[120] protocolo,impedã
[120] impedã,trasladar
[120] trasladar,hospital
[120] hospital,residentes
[120] residentes,mã

Top Word Pairs in Tweet in G8:
[65] covid,19
[47] speedy,recovery
[42] tested,positive
[40] positive,covid
[34] sonia,gandhi
[33] president,smt
[32] smt,sonia
[30] good,health
[28] congress,president
[23] recovery,covid

Top Word Pairs in Tweet in G9:
[28] ethical,scientific
[28] scientific,reason
[28] reason,require
[28] require,neg
[28] neg,covid
[28] covid,tests
[28] tests,unvaxxed
[28] unvaxxed,people
[28] people,participate
[28] participate,normal

Top Word Pairs in Tweet in G10:
[21] covid,19
[16] covid,cases
[15] long,covid
[10] 100,children
[9] more,100
[9] children,australia
[9] australia,hospitalised
[9] hospitalised,inflammatory
[9] inflammatory,multisystem
[9] multisystem,syndrome

Top Replied-To
Top Replied-To in Entire Graph:
@libmarianne
@narendramodi
@colocha_rachel
@ldeboissieu
@bfmtv
@vivlives001
@covid_parent
@skynews
@tupfentier
@guardian

Top Replied-To in G1:

Top Replied-To in G2:
@janice_diehl
@twhandle
@jpisfightinmad
@jestlitmus
@robbyvirus
@joeyfox85
@datadrivenmd

Top Replied-To in G3:
@f_philippot
@yamnhn
@tnolwene
@echabriere
@rimiquen_dsm
@philippe_dormoy
@patapon2022
@lotfimenzel
@aureleretouriii
@flymachabert

Top Replied-To in G4:
@binitakane
@borisjohnson
@madforfree
@_aes821
@resist_05
@vicderbyshire
@nicolaporro
@mattuthompson
@thomasmercer51
@shaneywright

Top Replied-To in G5:
@narendramodi
@sohankumarhr
@varungandhi80
@theprayagtiwari
@smritiirani
@psagar53760681
@lbsnaa_official
@news24tvchannel

Top Replied-To in G6:
@bfmtv
@verity_france
@france2000mars
@v_joron
@chriscottonstat
@frdesouche
@johntchance5
@dorlterre
@crisdet1
@martymc02325553

Top Replied-To in G7:
@manuelrico

Top Replied-To in G8:
@drbdkallainc
@priyankagandhi
@rohanrgupta
@rahulgandhi
@sanjulala1

Top Replied-To in G9:
@ellymelly
@franketteh02
@vonbrauckmann
@michaelpbreton
@george62989794
@missellabellabo
@william81714480
@californiafrizz
@karren940
@flavr7

Top Replied-To in G10:
@mrkstdngr
@albomp
@revivalcare
@dmodoscutter
@calmthefarmxx
@lauramiers
@_marching_ents_
@wheelzslens21
@randall87454048
@theboon777

Top Mentioned
Top Mentioned in Entire Graph:
@zackbornstein
@manuelrico
@narendramodi
@colocha_rachel
@f_philippot
@musanv18
@nodaworld
@clarecraigpath
@drjbhattacharya
@priyankagandhi

Top Mentioned in G1:
@malijetactu
@largeradio
@delthiaricks
@canadadavens
@paulcurran15
@diaryofawhitey1

Top Mentioned in G2:
@zackbornstein
@nicolebamber
@wsbgnl
@shaun_qureshi
@joeyfox85
@sammy4723
@chuckwurster
@drclairetaylor
@xabitron1
@datadrivenmd

Top Mentioned in G3:
@f_philippot
@dreslincourt
@flymachabert
@echabriere
@niusmarco
@l_insoumission
@banounhelene
@medic4allhuman
@latromagnus
@gabinjean3

Top Mentioned in G4:
@borisjohnson
@sajidjavid
@essexpr
@jamesfwells
@ons
@justintrudeau
@robertoburioni
@riseoftheproles
@appgcoronavirus
@stevebakerhw

Top Mentioned in G5:
@narendramodi
@varungandhi80
@amitshahoffice
@iamajaysehrawat
@sohankumarhr
@tarunchughbjp
@theskindoctor13
@pmoindia
@jpnadda
@bjpbiplab

Top Mentioned in G6:
@bfmtv
@verity_france
@marc_doyer
@alainhoupert
@victorsinclair3
@chriscottonstat
@p_duval
@olivierveran
@planetes360
@blemontd

Top Mentioned in G7:
@manuelrico
@fiscal_es
@fonsiloaiza
@maribel60780973

Top Mentioned in G8:
@priyankagandhi
@incindia
@kcvenugopalmp
@rahulgandhi
@rssurjewala
@dkshivakumar
@ndtv
@congresssevadal
@gurjarg89396754
@inckarnataka

Top Mentioned in G9:
@drjbhattacharya
@truenorthcentre
@californiafrizz
@maajidnawaz
@dockaurg
@joe_warmington
@denisebatters
@humble_analysis
@jeancharest_
@william81714480

Top Mentioned in G10:
@albomp
@lauramiers
@bigbaddenis
@toshiakima
@youarelobbylud
@pmgpsc
@mrkstdngr
@about_kidneys
@katepri14608408
@enemyinastate

Top Tweeters
Top Tweeters in Entire Graph:
@infoitinterno
@el_cooperante
@jornalistavitor
@americanair
@ptjasamarga
@berkleybearnews
@infotextual
@chidambara09
@portaldiarioar
@reportes24h

Top Tweeters in G1:
@infoitinterno
@el_cooperante
@jornalistavitor
@ptjasamarga
@berkleybearnews
@infotextual
@portaldiarioar
@reportes24h
@chris_1791
@andyvermaut

Top Tweeters in G2:
@espnfrankie
@michelejeanson1
@_ardeej
@girlineverhad
@monctonscout
@nothingsmonstrd
@2spencerroad
@lilyeploski
@ciaobellaja
@munsinglaw

Top Tweeters in G3:
@edira2
@baboune04
@patureaumarie
@jocelyneouang
@l_oranaise_
@saraart4
@bsergioa2
@jc02012260
@solarcx69
@chantalrobertet

Top Tweeters in G4:
@jorichardskent
@bbcnews
@steph80335
@saffiya_khan1
@fascinatorfun
@sileer
@sweetie_tweeter
@yeswombat
@spoonhead8
@lbc

Top Tweeters in G5:
@amoltikam
@iajaysengar
@republic
@news24tvchannel
@hustler81
@indiatv
@zeenews
@himansu91221pal
@pkotekar
@acidicapt_

Top Tweeters in G6:
@bfmtv
@catman3012
@dufailly1
@_babacar
@delagealine
@totozozo5
@grissom91
@planetes360
@babibelle33
@mamieencolere78

Top Tweeters in G7:
@1denmadrid
@felipecametome
@franju
@crg1212
@anaagp_1967
@hordasmoradas
@lluch70
@salazar_trejo
@huifang12
@seluirodriguez

Top Tweeters in G8:
@ndtv
@withinc_1960
@sumitdaga14
@satishkolkunda
@haroon64706806
@adeeb410
@drksbhardwaj2
@divyadipa
@abhishe28093429
@incindia

Top Tweeters in G9:
@flight_refunds
@lisamar91564392
@hattenhelander
@nat1807
@joe_warmington
@brentwhite555
@p00rpete
@bonairlady
@bcuzimdamomma
@flavr7

Top Tweeters in G10:
@protectingterra
@narjen53
@jenn1964hussey
@sunsplashsun
@sortius
@onlydunke
@ramblingproses
@thisiphone1
@mlgg2
@__eclectica


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