COVID, Twitter, 1/5/2022 9:10:18 PM, 269522


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COVID_2022-01-05_00-32-01.xlsx
COVID_2022-01-05_00-32-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 05, 2022
Short Description:
COVID via NodeXL https://bit.ly/3qTs0HX
@nytimes
@nhsengland
@sajidjavid
@rodbamberry
@world_news_eng
@borisjohnson
@edmjbg
@abc
@mminevich
@christinemilste

Top hashtags:
#covid_19
#covid
#covid19
#omicron
#berlin
#passevaccinal
#bts
#coronavirus
#suga
#valimai

Description:
Description
The graph represents a network of 11,968 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, 05 January 2022 at 08:48 UTC.

The requested start date was Wednesday, 05 January 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 3-day, 0-hour, 1-minute period from Saturday, 01 January 2022 at 12:18 UTC to Tuesday, 04 January 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 : 11968
Unique Edges : 6862
Edges With Duplicates : 11817
Total Edges : 18679
Number of Edge Types : 5
Retweet : 5429
MentionsInRetweet : 6293
Tweet : 3759
Replies to : 967
Mentions : 2231
Self-Loops : 3798
Reciprocated Vertex Pair Ratio : 0.00414214083278831
Reciprocated Edge Ratio : 0.00825010855405992
Connected Components : 3852
Single-Vertex Connected Components : 1051
Maximum Vertices in a Connected Component : 630
Maximum Edges in a Connected Component : 1333
Maximum Geodesic Distance (Diameter) : 30
Average Geodesic Distance : 8.973745
Graph Density : 6.43201513609842E-05
Modularity : 0.577999
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 11,968 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, 05 January 2022 at 08:48 UTC.

The requested start date was Wednesday, 05 January 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 3-day, 0-hour, 1-minute period from Saturday, 01 January 2022 at 12:18 UTC to Tuesday, 04 January 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:
[14] https://www.soompi.com/article/1506686wpp/bts-suga-recovers-from-covid-19
[12] https://www.latimes.com/california/story/2022-01-03/kelly-ernby-former-republican-assembly-candidate-and-deputy-d-a-dies-of-covid-19
[11] https://www.lindependant.fr/2022/01/03/covid-grace-a-omicron-le-danemark-annonce-la-fin-de-lepidemie-dans-deux-mois-10024970.php
[10] https://trib.al/IR3OUGJ
[7] https://steveblizard.substack.com/p/bosnia-become-first-country-in-europe
[7] https://www.telegraph.co.uk/news/2021/12/31/irrational-ruin-lives-save-nhs/
[6] https://www.edinburghnews.scotsman.com/news/opinion/columnists/edinburghs-nike-conference-covid-outbreak-nicola-sturgeon-denied-it-but-now-we-know-there-was-a-cover-up-ian-murray-mp-3417927
[6] https://venezuela-news.com/covid-19-venezuela-reporta-134-casos-de-transmision-comunitaria/
[6] https://www.theguardian.com/world/2022/jan/02/britain-got-it-wrong-on-covid-long-lockdown-did-more-harm-than-good-says-scientist
[6] https://babylonbee.com/news/unvaccinated-man-feeling-left-out-as-all-his-vaccinated-friends-have-covid

Top URLs in Tweet in G1:
[3] https://www.diariocontraste.com/2022/01/secretario-de-defensa-de-eeuu-da-positivo-para-covid-19/
[2] https://triblive.com/lifestyles/food-drink/surging-covid-prompts-some-pittsburgh-area-restaurants-to-cancel-holiday-service/?+-+Morning+Headlines
[2] https://video.foxnews.com/v/6289800471001
[2] https://www.viva.co.id/bola/liga-spanyol/1437177-covid-19-buat-barcelona-pincang-xavi-bawa-9-pemain-tim-b-vs-mallorca?utm_source=dlvr.it&utm_medium=twitter
[2] https://usa366.com/hisd-families-and-staff-line-up-for-free-covid-19-testing/
[2] https://centracare.adventhealth.com/urgent-care/covid-19-testing-orlando-international-airport
[2] https://thefrontierpost.com/nz-says-no-plan-to-prosecute-british-dj-over-covid-breach/
[2] https://www.cnn.com/2022/01/03/health/texas-childrens-hospital-covid-surge/index.html
[2] https://www.instagram.com/accounts/login/
[2] https://www.france24.com/fr/am%C3%A9riques/20220104-covid-19-plus-d-un-million-de-nouveaux-cas-aux-%C3%A9tats-unis-un-record-mondial?ref=tw_i

Top URLs in Tweet in G2:
[2] https://www.aajtak.in/india/maharashtra/story/maharashtra-news-bjp-amit-shah-shiv-sena-uddhav-thackeray-covid-omicron-updates-ntc-1384708-2022-01-01
[2] https://www.indiatoday.in/education-today/news/story/upsc-aspirants-demand-postpone-of-mains-exam-in-spike-of-covid-19-cases-1895440-2022-01-03
[2] https://www.republicworld.com/india-news/general-news/in-goa-66-people-aboard-cordelia-cruise-ship-test-positive-for-covid-19-articleshow.html
[1] https://twitter.com/UPSCExtraAttmpt/status/1478321325902942211
[1] https://www.mid-day.com/mumbai/mumbai-news/article/lockdown-will-be-clamped-in-mumbai-if-daily-covid-19-cases-cross-20000-mark-says-mayor-kishori-pednekar-23207999
[1] https://twitter.com/bjpbiplab/status/1478288139785424902
[1] https://twitter.com/AITC4Tripura/status/1478294673445715969
[1] https://twitter.com/mybmc/status/1477284972339752962
[1] https://twitter.com/aitcsudip/status/1478335748713504771
[1] https://www.hindustantimes.com/cities/pune-news/politicos-appeal-to-municipal-commissioner-to-shut-schools-in-pune-amid-surge-in-covid-cases-101641039539236.html

Top URLs in Tweet in G3:
[2] https://www.forbes.com/sites/brucelee/2021/12/25/health-advisory-nyc-has-4-fold-increase-in-children-hospitalized-for-covid-19-coronavirus/?sh=6943132f519d
[2] https://www.healthychildren.org/English/health-issues/conditions/COVID-19/Pages/Mask-Mythbusters.aspx
[1] https://www.theguardian.com/education/2022/jan/02/moves-to-tackle-omicron-in-english-schools-not-enough-unions-warn?fbclid=IwAR3LamB5tqQ_Hk4lLOYpDKLfFGSCnF4cWsSm_jMmlwhQzdHzkCG-ru28Euw
[1] https://www.scientificamerican.com/article/a-covid-vaccine-for-all/?amp;text=A
[1] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/
[1] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-booster-vaccine/
[1] https://www.msn.com/en-au/news/world/uk-covid-cases-up-50-in-a-week-as-daily-tally-exceeds-150-000/ar-AASohje?ocid=msedgntp
[1] https://www.dailymail.co.uk/news/article-10359549/SAJID-JAVID-Im-acutely-aware-cost-curbs-try-live-Covid.html
[1] https://www.democracynow.org/2022/1/3/patent_free_vaccine_in_texas
[1] https://twitter.com/Tall_Paul_05/status/1477977131963592712

Top URLs in Tweet in G4:
[2] https://www.news18.com/news/movies/bts-members-rm-and-jin-test-negative-for-covid-19-army-calls-it-best-news-ever-4620287.html
[2] https://www.weverse.io/bts/notices/1855
[1] https://www.weverse.io/bts/notices/1864

Top URLs in Tweet in G5:
[7] https://www.telegraph.co.uk/news/2021/12/31/irrational-ruin-lives-save-nhs/
[2] https://trib.al/91LCIOa
[1] https://www.reuters.com/business/healthcare-pharmaceuticals/virus-leaves-antibodies-that-may-attack-healthy-tissues-b-cell-antibodies-2022-01-03/
[1] https://www.telegraph.co.uk/news/2022/01/03/fourth-covid-jab-cant-vaccinate-planet-every-six-months-says/
[1] https://www.telegraph.co.uk/politics/2022/01/02/backlash-against-face-masks-schools-covid-cases-ease/?utm_content=telegraph&utm_medium=Social&utm_campaign=Echobox&utm_source=Twitter#Echobox=1641174433-1
[1] https://data.spectator.co.uk/category/nhs
[1] https://www.spectator.co.uk/article/sage-data-suggests-omicron-patients-leave-hospital-sooner
[1] https://www.lifesitenews.com/news/47-studies-confirm-inefectiveness-of-masks-for-covid-and-32-more-confirm-their-negative-health-effects/
[1] https://www.telegraph.co.uk/politics/2022/01/02/backlash-against-face-masks-schools-covid-cases-ease/
[1] https://www.justgiving.com/fundraising/emilyiamstrongerthancovid?experiments=donate_now_track_click&successType=StaticDonateButtonClick

Top URLs in Tweet in G7:
[3] https://www.foxnews.com/media/rep-malliotakis-slams-biden-for-focusing-on-covid-mandates-not-treatments
[2] https://www.foxnews.com/media/tomi-lahren-nyc-race-based-covid-treatmeent-plan
[2] https://steveblizard.substack.com/p/bosnia-become-first-country-in-europe
[2] https://www.foxnews.com/politics/biden-admin-afghanistan-border-inflation-covid-lack-of-firings?utm_source=dlvr.it&utm_medium=twitter
[1] https://summit.news/2022/01/04/jab-chief-says-we-cant-vaccinate-the-planet-every-6-months/
[1] https://summit.news/2022/01/04/poll-majority-of-germans-dont-trust-pandemic-statistics/
[1] https://twitter.com/peterjhasson/status/1478114145488801795
[1] https://twitter.com/jeanmoorjani/status/1477971545687527425

Top URLs in Tweet in G8:
[2] https://francais.rt.com/international/94327-vaccination-anti-covid-novak-djokovic-obtient-derogation-pour-open-australie
[2] https://t.me/rtfrance_officiel
[2] https://francais.rt.com/international/94283-twitter-supprime-compte-elue-americaine-opposee-vaccins-covid-19
[2] https://www.lci.fr/politique/pass-vaccinal-covid-19-gabriel-attal-denonce-un-coup-politique-et-une-volonte-d-obstruction-a-l-assemblee-2206243.html?utm_medium=Social&utm_source=Twitter&Echobox=1641286449#xtor=CS5-113
[2] https://www.dailysabah.com/turkey/turkey-starts-offering-5th-dose-of-covid-19-booster-shots/news
[2] https://www.liberation.fr/societe/sante/en-direct-covid-19-retrouvez-les-dernieres-informations-sur-la-crise-sanitaire-20220103_YEYD4IJUNZE7HIC4FNN6VV65L4/?utm_medium=Social&xtor=CS7-51-&utm_source=Twitter#Echobox=1641198746
[2] https://www.liberation.fr/checknews/karim-filme-en-reanimation-a-montreuil-est-il-mort-du-covid-20220103_MN4IXHNYS5G6BOIZ32QPWZZDNQ/?redirected=1
[2] https://www.bfmtv.com/sante/en-direct-rentree-scolaire-sous-omicron-nouvelles-regles-d-isolation-suivez-l-actualite-du-covid-19-minute-par-minute_LN-202201030021.html#article_73322
[2] https://www.francetvinfo.fr/sports/tennis/atp/tennis-positif-au-covid-19-richard-gasquet-a-ete-place-a-l-isolement-en-australie_4902699.html
[1] https://bit.ly/3Hzialu

Top URLs in Tweet in G9:
[1] https://renkulab.shinyapps.io/COVID-19-Epidemic-Forecasting/_w_f092447f/?tab=jhu_pred&country=Switzerland
[1] https://www.francesoir.fr/societe-sante/senescences-telomeres-et-telomerase-vieillissement-et-pathologies
[1] https://www.francesoir.fr/opinions-entretiens/mf-lorho-lassemblee-refuse-mes-amendements
[1] https://twitter.com/Katy2945/status/1478136332203479040
[1] https://www.mediapart.fr/journal/france/010122/l-hopital-de-grenoble-est-ce-qu-il-faut-laisser-tomber-les-gens-pour-mieux-les-aider?utm_source=global&utm_medium=social&utm_campaign=SharingApp&xtor=CS3-5
[1] https://twitter.com/gkierzek/status/1477902989046206465
[1] https://www.lemonde.fr/idees/article/2021/12/31/ecole-ouverte-face-au-covid-les-proclamations-ne-suffisent-pas_6107793_3232.html#xtor=AL-32280270

Top URLs in Tweet in G10:
[1] https://twitter.com/l3onx/status/1475758427213336579
[1] https://www.bbc.co.uk/news/uk-59848109

Top Domains
Top Domains in Tweet in Entire Graph:
[319] twitter.com
[112] co.uk
[47] theguardian.com
[34] trib.al
[26] youtube.com
[24] com.au
[23] com.br
[21] bit.ly
[20] nytimes.com
[15] foxnews.com

Top Domains in Tweet in G1:
[98] twitter.com
[25] co.uk
[8] informazione.it
[8] nytimes.com
[8] linkedin.com
[6] foxnews.com
[6] youtube.com
[5] theguardian.com
[4] rt.com
[4] washingtonpost.com

Top Domains in Tweet in G2:
[5] twitter.com
[3] republicworld.com
[2] mid-day.com
[2] aajtak.in
[2] indiatoday.in
[2] news18.com
[2] indiatimes.com
[1] hindustantimes.com

Top Domains in Tweet in G3:
[2] theguardian.com
[2] nhs.uk
[2] forbes.com
[2] healthychildren.org
[2] twitter.com
[1] scientificamerican.com
[1] msn.com
[1] co.uk
[1] democracynow.org
[1] com.au

Top Domains in Tweet in G4:
[3] weverse.io
[2] news18.com

Top Domains in Tweet in G5:
[14] co.uk
[2] trib.al
[1] reuters.com
[1] lifesitenews.com
[1] justgiving.com
[1] twitter.com

Top Domains in Tweet in G7:
[7] foxnews.com
[2] summit.news
[2] twitter.com
[2] substack.com

Top Domains in Tweet in G8:
[6] liberation.fr
[5] bfmtv.com
[4] rt.com
[4] francetvinfo.fr
[3] twitter.com
[2] t.me
[2] lci.fr
[2] dailysabah.com
[1] bit.ly
[1] gouv.fr

Top Domains in Tweet in G9:
[2] francesoir.fr
[2] twitter.com
[1] shinyapps.io
[1] mediapart.fr
[1] lemonde.fr

Top Domains in Tweet in G10:
[1] twitter.com
[1] co.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[305] covid_19
[256] covid
[161] covid19
[88] omicron
[36] berlin
[33] passevaccinal
[28] bts
[26] coronavirus
[24] suga
[24] valimai



Top Hashtags in Tweet in G1:
[60] covid_19
[49] covid
[24] covid19
[17] omicron
[12] coronavirus
[5] corona
[4] 2022newyear
[4] breakingnews
[4] vaccination
[4] health

Top Hashtags in Tweet in G2:
[18] ssc_age_relaxation
[12] covid_19
[10] covid
[7] upscextraattempt
[7] saynoofflineexam
[6] covid19
[6] postpone_upsc_mains
[6] upscmains
[5] upsc
[4] extraattemptforall

Top Hashtags in Tweet in G3:
[7] covid
[3] covid_19
[3] madness
[2] covid19
[2] corbevax
[2] nye
[1] herdimmunityviaschools
[1] notozahawi
[1] omicron
[1] schools

Top Hashtags in Tweet in G4:
[13] jin
[12] rm
[11] suga
[8] bts
[4] 방탄소년단
[3] btsarmy
[2] army
[2] butter
[2] bts_butter
[1] arsd

Top Hashtags in Tweet in G5:
[2] brexit
[2] covid_19

Top Hashtags in Tweet in G7:
[36] berlin
[10] amsterdam
[3] ingrahamangle
[1] rupertmurdoch
[1] maga
[1] karma
[1] republicans
[1] covid

Top Hashtags in Tweet in G8:
[5] covid_19
[4] passvaccinal
[2] rentréedu3janvier
[2] directan
[2] attal
[2] covid19
[2] cnews
[2] praud
[2] hdproset
[1] stophysteriesanitaire

Top Hashtags in Tweet in G9:
[14] passevaccinal
[11] covid
[10] directan
[4] covid_19
[2] france
[2] tests
[1] passvaccinal
[1] elysee2022
[1] omicron
[1] denmark

Top Words
Top Words in Tweet in Entire Graph:
[8713] covid
[1869] 19
[671] people
[518] cases
[440] क
[415] 2022
[387] more
[369] positive
[347] tests
[334] omicron

Top Words in Tweet in G1:
[983] covid
[218] 19
[60] #covid_19
[52] 2022
[49] #covid
[43] omicron
[41] year
[40] people
[37] day
[37] positivo

Top Words in Tweet in G2:
[124] covid
[58] क
[45] 19
[31] र
[27] त
[25] स
[24] students
[24] due
[24] ज
[23] ह

Top Words in Tweet in G3:
[60] covid
[18] nadhimzahawi
[18] sajidjavid
[17] cases
[16] today
[13] dailymailuk
[11] nhs
[11] tests
[10] schools
[10] people

Top Words in Tweet in G4:
[150] covid
[126] 19
[75] jin
[65] bts
[63] suga
[57] recovery
[56] rm
[55] full
[47] notice
[40] bts_twt

Top Words in Tweet in G5:
[95] covid
[25] people
[22] michaelpsenger
[17] over
[16] cases
[16] essexpr
[15] day
[14] nhs
[14] many
[14] far

Top Words in Tweet in G6:
[107] negative
[107] things
[107] 2022
[107] covid
[107] tests
[106] swaggywille

Top Words in Tweet in G7:
[99] covid
[55] disclosetv
[47] restrictions
[46] police
[46] protest
[46] against
[36] beat
[36] person
[36] reportedly
[36] woman

Top Words in Tweet in G8:
[68] covid
[29] par
[23] karim
[21] été
[19] 19
[15] comme
[14] décédé
[14] décembre
[13] divizio1
[13] libe

Top Words in Tweet in G9:
[27] covid
[18] ce
[16] olivierveran
[16] pleine
[16] ministre
[15] santé
[14] lcp
[14] #passevaccinal
[14] 2020
[14] portes_thomas

Top Words in Tweet in G10:
[75] covid
[28] joe
[28] law
[27] aginnt
[26] people
[22] government
[20] netherlands
[20] banned
[20] fireworks
[20] punishment

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1816] covid,19
[223] covid,cases
[182] positive,covid
[178] covid,tests
[162] tested,positive
[119] 2022,covid
[108] contra,covid
[107] negative,things
[107] things,2022
[106] swaggywille,negative

Top Word Pairs in Tweet in G1:
[211] covid,19
[19] positivo,covid
[15] covid,cases
[12] covid,test
[11] positive,covid
[11] casos,covid
[11] contra,covid
[9] teste,covid
[8] due,covid
[8] covid,tests

Top Word Pairs in Tweet in G2:
[45] covid,19
[14] due,covid
[11] 15,18
[11] delayed,due
[11] bighit,music
[11] ज,त
[10] पर,क
[10] क,ष
[9] age,relaxation
[9] next,announcement

Top Word Pairs in Tweet in G3:
[10] sajidjavid,dailymailuk
[10] cases,today
[8] dear,nadhim
[8] nadhim,zahawi
[8] zahawi,peoples
[8] peoples,inability
[8] inability,access
[8] access,covid
[8] covid,tests
[8] tests,isn

Top Word Pairs in Tweet in G4:
[126] covid,19
[55] full,recovery
[55] recovery,covid
[43] notice,bts
[40] charts_k,notice
[39] rm,jin
[32] recovered,covid
[32] bts,suga
[29] fully,recovered
[24] suga,full

Top Word Pairs in Tweet in G5:
[14] covid,cases
[10] covid,patients
[9] deep,disappointment
[9] disappointment,sage's
[9] sage's,soothsayers
[9] soothsayers,prediction
[9] prediction,2million
[9] 2million,covid
[9] cases,day
[9] day,end

Top Word Pairs in Tweet in G6:
[107] negative,things
[107] things,2022
[107] 2022,covid
[107] covid,tests
[106] swaggywille,negative

Top Word Pairs in Tweet in G7:
[47] covid,restrictions
[46] protest,against
[46] against,covid
[36] police,beat
[36] beat,person
[36] person,reportedly
[36] reportedly,woman
[36] woman,following
[36] following,arrest
[36] arrest,protest

Top Word Pairs in Tweet in G8:
[19] covid,19
[13] décédé,covid
[13] 20,décembre
[12] karim,patient
[12] patient,filmé
[12] filmé,par
[12] par,afp
[12] afp,réanimation
[12] réanimation,montreuil
[12] montreuil,décédé

Top Word Pairs in Tweet in G9:
[13] ancienne,ministre
[13] ministre,santé
[13] santé,agnès
[13] agnès,buzyn
[13] buzyn,avait
[13] avait,démissionné
[13] démissionné,février
[13] février,2020
[13] 2020,pleine
[13] pleine,pandémie

Top Word Pairs in Tweet in G10:
[28] covid,law
[20] netherlands,government
[20] government,banned
[20] banned,fireworks
[20] fireworks,punishment
[20] punishment,disobeying
[20] disobeying,covid
[20] law,people
[20] people,showed
[19] aginnt,netherlands

Top Replied-To
Top Replied-To in Entire Graph:
@nadhimzahawi
@jimcramer
@sajidjavid
@nottsqueen
@dpjhodges
@officialplt
@joshcullen_s
@govabbott
@bakhtawarbz
@lesstonehouse

Top Replied-To in G1:

Top Replied-To in G2:
@drjitendrasingh
@narendramodi
@rahulgandhi
@kirtiazaad
@aktuforstudents
@bjpbiplab
@nmims_india
@sushantbsinha
@shehzad_ind
@indianarmy5511

Top Replied-To in G3:
@nadhimzahawi
@sajidjavid
@yvettedoc50
@mancunianmedic
@mohamme09073545
@borisjohnson
@pinzandstripes
@jayr1972
@golferrandom
@team_greenhalgh

Top Replied-To in G4:
@kv7rayeth

Top Replied-To in G5:
@dpjhodges
@k_b_lvi
@nikosvilla86
@talkradio
@essexpr
@bbcnews
@gbnews
@enemyinastate

Top Replied-To in G7:
@prisonplanet
@mollady2
@rusty_pharris

Top Replied-To in G8:
@divizio1
@adia66
@nikita29s
@yoandecorps

Top Replied-To in G9:
@gwladysiris
@4azzzzi
@mfesneau
@myabime

Top Replied-To in G10:
@browni1979
@jfoster2019

Top Mentioned
Top Mentioned in Entire Graph:
@swaggywille
@manuelrico
@gidt18
@disclosetv
@bts_twt
@charts_k
@discobitch_
@drelidavid
@dani_bloop
@aginnt

Top Mentioned in G1:
@lindaawright3
@memnoire
@zemmourelu
@loran076
@emanuelchetoni
@ricardo96461033
@medhajnewsapp
@fongern_fx
@stratosphere53
@andrew_oleksiuk

Top Mentioned in G2:
@narendramodi
@drjitendrasingh
@pmoindia
@doptgoi
@ndtv
@priyankagandhi
@je0nicity
@aktu_lucknow
@myogiadityanath
@aajtak

Top Mentioned in G3:
@sajidjavid
@dailymailuk
@nadhimzahawi
@jujuliagrace
@borisjohnson
@madgie1941
@peterhotez
@nhsengland
@edmjbg
@yvettedoc50

Top Mentioned in G4:
@bts_twt
@charts_k
@bighit_music
@btspublicity
@taeteland
@_candyclover
@kpop_herald
@bts
@italianarmyfam_
@taekookfolder

Top Mentioned in G5:
@michaelpsenger
@essexpr
@tvkev
@hughosmond
@dpjhodges
@telegraph
@frasernelson
@talkradio
@bbcnews
@jamesmelville

Top Mentioned in G6:
@swaggywille

Top Mentioned in G7:
@disclosetv
@prisonplanet
@foxnews
@gop
@ingrahamangle
@lucasfoxnews
@briantylercohen
@lcp
@oturisk
@chris_1791

Top Mentioned in G8:
@libe
@bfmtv
@idrissaberkane
@divizio1
@lci
@nain_portekoi
@emmanuelmacron
@franceinfo
@veroniquegenest
@victorsinclair3

Top Mentioned in G9:
@olivierveran
@lcp
@portes_thomas
@jlmelenchon
@mlp_officiel
@jeanpierreg9
@martinewonner
@francois_ruffin
@priscathevenot
@vpecr

Top Mentioned in G10:
@aginnt
@justin_hart
@timrunshismouth
@allisonpearson
@danwootton
@usforthemuk
@behizytweets
@lukejohnsonrcp
@drleatongray
@selfharmres

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@mrdjones
@juanmuriangoski
@tesco
@threadreaderapp
@anaoromi
@detikcom
@berkleybearnews
@infoitcultura

Top Tweeters in G1:
@caraotadigital
@berkleybearnews
@infoitcultura
@newsoneplace
@matiere
@elpoliticonews
@bisniscom
@diariocontraste
@dev_discourse
@2am_eu

Top Tweeters in G2:
@railwayseva
@ndtv
@railminindia
@aajtak
@muraliks_11
@hindustantimes
@republic
@shankar27273
@triprr
@abpnews

Top Tweeters in G3:
@lennaleprena
@pckj3627
@rjstrikers
@wgarnews
@dr_shibley
@rbjron
@ladypoop2
@b52malmet
@rodbamberry
@xskinn

Top Tweeters in G4:
@pigochim
@themoonia
@tteera97
@zinay37767493
@mochiminju
@_vantewithluv
@lmpp0324
@pjsrdz
@dxborahh_2
@sevencol0rs

Top Tweeters in G5:
@bassaces1
@bbcnews
@telegraph
@iromg
@waikikibeech
@tvkev
@essexpr
@dpjhodges
@yardleyshooting
@amainsight

Top Tweeters in G6:
@stephthegroupie
@yoonmewmew
@graciejazmin
@strugglemanusia
@anushka_benari
@popdodd
@shnpablo
@sofilogon
@algareona
@henderymalfoy

Top Tweeters in G7:
@chris_1791
@foxnews
@tiffanypy35
@cruzcoaching
@roswell2001
@drsprat
@desertpuma
@crzydug
@drubald
@wellnessfr

Top Tweeters in G8:
@bfmtv
@franceinfo
@libe
@rtenfrancais
@myriame630
@grfavoritos
@liberanicaea
@arc_atlantique
@nothing_is_just
@adia66

Top Tweeters in G9:
@philvelissariou
@jrs55963004
@n0passaran
@florencecacault
@casex13
@mediapart
@lcp
@france_soir
@damaumart1
@suicuf

Top Tweeters in G10:
@debk2020
@ambarsariyah
@allisonpearson
@jones1066ad
@danwootton
@justin_hart
@firebossmike
@gunnerjingo
@deplorabldamsel
@sharon_grasty


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