COVID, Twitter, 4/8/2022 8:38:53 AM, 274487


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COVID_2022-04-08_00-39-27.xlsx
COVID_2022-04-08_00-39-27.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 08, 2022
Short Description:
COVID via NodeXL https://bit.ly/3JlMv7z
@sajidjavid
@ons
@longcovidkids
@danielgoyal
@stevendelduca
@naheedd
@heidiboesdal
@angryhowitisnow
@essexpr
@qewperp

Top hashtags:
#covid
#covid19
#covid_19
#longcovid
#pfizer
#china
#cuba
#nondoms
#shanghai
#coronavirus

Description:
Description
The graph represents a network of 11,571 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 Friday, 08 April 2022 at 07:52 UTC.

The requested start date was Friday, 08 April 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, 3-minute period from Tuesday, 05 April 2022 at 12:16 UTC to Thursday, 07 April 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 : 11571
Unique Edges : 6721
Edges With Duplicates : 11146
Total Edges : 17867
Number of Edge Types : 5
Retweet : 5068
MentionsInRetweet : 6001
Tweet : 3120
Replies to : 1219
Mentions : 2459
Self-Loops : 3156
Reciprocated Vertex Pair Ratio : 0.00564358584762318
Reciprocated Edge Ratio : 0.0112238290524498
Connected Components : 3420
Single-Vertex Connected Components : 1043
Maximum Vertices in a Connected Component : 1634
Maximum Edges in a Connected Component : 3585
Maximum Geodesic Distance (Diameter) : 30
Average Geodesic Distance : 10.596559
Graph Density : 6.92130588743489E-05
Modularity : 0.5879
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 11,571 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 Friday, 08 April 2022 at 07:52 UTC.

The requested start date was Friday, 08 April 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, 3-minute period from Tuesday, 05 April 2022 at 12:16 UTC to Thursday, 07 April 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:
[13] https://www.lefigaro.fr/international/covid-19-scholz-echoue-a-faire-voter-une-vaccination-obligatoire-en-allemagne-20220407
[10] https://line.me/ti/p/4KlmE8qhgM
[10] https://line.me/ti/p/ul22srdSle
[10] https://www.google.com/search?client=ms-android-huawei-rev1&cds=0&hl=th-TH&v=11.33.9.23.arm64&output=search&q=%E0%B8%A5%E0%B8%B5%E0%B8%A5%E0%B8%B2%E0%B8%A7%E0%B8%94%E0%B8%B5+%E0%B8%AA%E0%B8%9B%E0%B8%B2+%E0%B8%94%E0%B8%B2%E0%B8%A7%E0%B9%80%E0%B8%A3%E0%B8%B7%E0%B8%AD%E0%B8%87&ludocid=8246022240420987029&ibp=gwp;0,7&lsig=AB86z5UqyTfLb2OOx_0LbaHLjOoK&kgs=c529a6565a51dffd&shndl=-1&source=sh/x/kp/local&entrypoint=sh/x/kp/local
[9] https://www.midilibre.fr/2022/04/06/vaccin-anti-covid-decharges-electriques-sensations-de-brulures-quest-ce-que-le-syndrome-de-parsonage-turner-10217326.php
[8] https://www.theguardian.com/world/2022/apr/06/covid-linked-33-fold-increase-risk-pulmonary-embolism-dvt
[7] https://insiderpaper.com/germanys-parliament-rejects-govt-bid-for-mandatory-covid-vaccines/
[6] https://news.unchealthcare.org/2022/03/why-are-people-with-allergic-asthma-less-susceptible-to-severe-covid/
[6] https://togetherdeclaration.org/covid-19-public-inquiry-survey/
[6] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-00925-7

Top URLs in Tweet in G1:
[3] https://www.nbcnews.com/health/health-news/covid-boosters-fda-advisers-meet-discuss-shots-need-rcna22824?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.cnn.com/2022/04/06/china/china-covid-outbreak-explainer-intl-hnk/index.html
[3] https://www.foxnews.com/world/shanghai-covid-stricken-kids-stay-with-parents?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.lefigaro.fr/international/covid-19-scholz-echoue-a-faire-voter-une-vaccination-obligatoire-en-allemagne-20220407
[3] https://www.ndtv.com/world-news/sold-everything-to-china-sri-lankan-traders-to-embattled-pm-2864111
[3] https://ec.europa.eu/info/law/better-regulation/have-your-say/initiatives/13375-Prolongation-du-reglement-sur-le-certificat-COVID-numerique-de-l%E2%80%99UE_fr
[3] https://news.yahoo.com/two-covid-variants-just-combined-084939961.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://twitter.com/drgregkelly/status/1511146486293463043
[2] https://www.cnn.com/2022/04/05/health/covid-booster-vaccine-fda-advisers/index.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://music-news.com/

Top URLs in Tweet in G2:
[5] https://www.midilibre.fr/2022/04/06/vaccin-anti-covid-decharges-electriques-sensations-de-brulures-quest-ce-que-le-syndrome-de-parsonage-turner-10217326.php
[2] https://www.lexpress.fr/actualite/societe/sante/covid-19-la-sixieme-vague-commence-t-elle-a-refluer-en-europe_2171246.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1649244566
[1] https://www.marieclaire.fr/collectif-ou-est-mon-cycle-audition-senat-vaccin-covid-regles-effets-secondaires,1425863.asp
[1] https://www.topsante.com/medecine/gyneco/petits-maux/regles-abondantes-et-covid-645460
[1] https://lemediaen442.fr/cyril-hanouna-consterne-de-voir-eloise-32-ans-victime-du-vaccin-cest-inadmissible-elle-naurait-pas-du-se-faire-vacciner/
[1] https://www.ledauphine.com/magazine-sante/2022/04/06/covid-19-l-oms-lance-un-signal-sur-des-pertes-auditives-liees-aux-vaccins
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-022-04702-4
[1] https://twitter.com/medscape/status/1511042668226387970
[1] https://d197for5662m48.cloudfront.net/documents/publicationstatus/79986/preprint_pdf/9d389a09e2d906298c4d0cd3e401b09f.pdf
[1] https://www.medrxiv.org/content/10.1101/2022.04.04.22273356v1

Top URLs in Tweet in G3:
[3] https://torontosun.com/opinion/columnists/lilley-its-time-for-ontario-to-stop-obsessing-over-covid?utm_medium=Social&utm_source=Twitter#Echobox=1649284227
[2] https://torontosun.com/opinion/columnists/lilley-calm-down-ontario-doesnt-need-more-mandatory-masking
[2] https://torontosun.com/opinion/columnists/lilley-its-time-for-ontario-to-stop-obsessing-over-covid?utm_medium=Social&utm_source=Twitter#Echobox=1649329452
[2] https://torontosun.com/news/local-news/jabapalooza-doctor-has-to-cancel-vaccinations-appointments-after-testing-positive-for-covid-19/wcm/9bf37cff-8ced-42e0-9add-9c68ca7b7359?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1649176912
[2] https://torontosun.com/opinion/columnists/kinsella-covid-returns-with-a-vengeance-as-people-ditch-masks
[1] https://www.cbc.ca/news/canada/toronto/ontario-covid-19-sixth-wave-1.6408814
[1] https://twitter.com/cbcottawa/status/1512031782341861383
[1] https://www.thestar.com/news/gta/2022/04/06/ontario-is-now-seeing-an-estimated-100000-new-covid-19-infections-a-day.html?rf
[1] https://twitter.com/torontostar/status/1511349534030544899
[1] https://twitter.com/stevendelduca/status/1512037682842673153

Top URLs in Tweet in G4:
[3] https://www.msn.com/en-au/news/uknews/nearly-3-000-more-covid-deaths-added-to-uk-total-after-discovery-of-data-error/ar-AAVXkTR?ocid=msedgntp&cvid=6669ed19b10c437696af5514b65d1196
[3] https://www.ft.com/content/5f1f3233-bf0a-4670-ab5a-e60a957f57b7?segmentID=74f1ae13-3db7-a2fc-a4b9-127e45225258
[2] https://www.ft.com/content/5f1f3233-bf0a-4670-ab5a-e60a957f57b7?segmentID=5b3cb929-a23e-88ae-662f-4cae036b0dee
[1] https://twitter.com/Dr_D_Robertson/status/1511754869614469123
[1] https://www.washingtonpost.com/opinions/2022/04/06/congress-choosing-to-prolong-covid-pandemic-emergency-funding-bill-global-aid/?tid=ss_tw
[1] https://twitter.com/UKHSA/status/1511787036289679365
[1] https://twitter.com/trishgreenhalgh/status/1511651212289994757
[1] https://www.forbes.com/sites/brucelee/2022/02/06/did-so-called-johns-hopkins-study-really-show-lockdowns-were-ineffective-against-covid-19/?sh=88bee301225b

Top URLs in Tweet in G5:
[3] https://gov.uk/
[2] https://www.independent.co.uk/life-style/health-and-families/covid-or-cold-symptoms-b2050323.html
[2] https://www.dailymail.co.uk/health/article-10687457/UKs-daily-Covid-cases-plunge-38-week-lowest-level-MONTH.html
[1] https://www.ons.gov.uk/aboutus/transparencyandgovernance/freedomofinformationfoi/howcovid19deathsareclassified
[1] https://www.theguardian.com/world/2022/apr/06/nhs-enormous-strain-england-trusts-declare-critical-incidents
[1] https://www.bmj.com/content/377/bmj.o883
[1] https://www.bmj.com/content/377/bmj-2021-069590
[1] https://www.eurekalert.org/news-releases/947196#.Yk65HMk9K-o.twitter
[1] https://www.bmj.com/content/376/bmj-2021-069590
[1] https://covid.cdc.gov/covid-data-tracker/#vaccination-demographics-trends

Top URLs in Tweet in G6:
[3] https://www.youtube.com/watch?v=PuRu4fuI_rU&feature=youtu.be

[2] https://news.sky.com/story/covid-news-live-uk-latest-easyjet-flights-cancelled-coronavirus-12579367
[2] https://www.huffingtonpost.co.uk/entry/clinically-vulnerable-people-arent-able-to-access-antiviral-covid-medicine_uk_624afd72e4b0981745041fad
[1] https://www.longcovidkids.org/
[1] https://www.longcovidkids.org/long-covid-kids-symptom-gallery
[1] https://www.ons.gov.uk/file?uri=%2fpeoplepopulationandcommunity%2fhealthandsocialcare%2fconditionsanddiseases%2fdatasets%2falldatarelatingtoprevalenceofongoingsymptomsfollowingcoronaviruscovid19infectionintheuk%2f7april2022/ongoingsymptomsfollowingcovid1920220407accessible.xlsx
[1] https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/conditionsanddiseases/bulletins/coronaviruscovid19infectionsurveyantibodyandvaccinationdatafortheuk/6april2022
[1] https://inews.co.uk/news/politics/covid-inquirys-public-hearings-2023-1511009?ito=twitter_share_article-top
[1] https://coronavirus.data.gov.uk
[1] https://twitter.com/JoePajak/status/1508870013943525382

Top URLs in Tweet in G7:
[5] https://wwwnc.cdc.gov/travel/notices/covid-3/coronavirus-canada
[2] https://www.cbc.ca/news/canada/toronto/covid-ontario-april-6-2022-1.6409884
[2] https://ottawacitizen.com/news/local-news/ottawas-covid-19-wastewater-program-honoured
[1] https://www.theglobeandmail.com/opinion/editorials/article-whats-the-best-way-to-beat-the-latest-wave-of-covid-action-or-wishful/
[1] https://toronto.citynews.ca/video/2022/04/06/ontario-seeing-estimated-100k-new-covid-19-cases-a-day-science-table-leader/
[1] https://toronto.citynews.ca/2022/04/05/ontario-covid-hospitalizations-april5/
[1] https://toronto.citynews.ca/2022/04/06/toronto-covid19-symptoms-hospital-admissions/
[1] https://www.imgrund.ca/ontario-risk-analysis
[1] https://twitter.com/ukhsa/status/1511787036289679365
[1] https://twitter.com/UKHSA/status/1511787036289679365

Top URLs in Tweet in G8:
[2] https://www.businessinsider.com/china-langfang-district-says-kill-covid-patients-pets-2022-3
[2] https://www.gov.uk/government/publications/jcvi-update-on-advice-for-covid-19-vaccination-of-children-aged-5-to-11/jcvi-statement-on-vaccination-of-children-aged-5-to-11-years-old
[1] https://twitter.com/UKHSA/status/1511787036289679365
[1] https://twitter.com/DrHoenderkamp/status/1511257929734889476

Top URLs in Tweet in G9:
[2] https://www.cdc.gov/coronavirus/2019-ncov/whats-new-all.html
[2] http://www.neurostingl.at/
[1] https://www.latimes.com/business/story/2022-03-31/sweden-covid-policy-was-a-disaster
[1] https://twitter.com/DrEricDing/status/1510872979726553095
[1] https://www.washingtonpost.com/lifestyle/2022/04/03/gridiron-club-dinner/
[1] https://www.theguardian.com/commentisfree/2022/apr/03/peoples-cdc-covid-guidelines
[1] https://www.washingtonpost.com/media/2022/04/06/gridiron-dinner-covid-coronavirus-outbreak-superspreader/
[1] https://www.vaccines.gov/
[1] https://twitter.com/wsbgnl/status/1511540787716124673
[1] https://covid.cdc.gov/covid-data-tracker/?CDC_AA_refVal=https%3A%2F%2Fwww.cdc.gov%2Fcoronavirus%2F2019-ncov%2Fcases-updates%2Fcases-in-us.html#cases_casesper100klast7days

Top URLs in Tweet in G10:
[3] https://freetubes.nohost.me/w/a3b90263-5cb2-48ae-952e-f661dbd8eac2
[2] https://www.ledauphine.com/magazine-sante/2022/04/06/covid-19-l-oms-lance-un-signal-sur-des-pertes-auditives-liees-aux-vaccins
[2] https://odysee.com/@pasdup:e/Enfin-!-Preuve-m%C3%A9dicale-que-l'injection-Covid-est-un-meurtre---Dr-Vernon-Coleman:4
[2] https://qactus.fr/2022/04/01/france-f-di-vizio-et-f-philippot-balancent-leurs-4-verites-sur-mckinsey-la-covid-et-macron/?fb_ref=ASi0cndFJF-Twitter&utm_source=Twitter&utm_medium=ShareButton&utm_campaign=GetSocial
[1] https://www.ladepeche.fr/2022/04/05/covid-19-acouphenes-ou-perte-soudaine-de-laudition-possibles-effets-secondaires-de-la-vaccination-10215891.php#xtor=%5B%5Bddm-ladepechedumidi%5D%5D
[1] https://www.closermag.fr/people/cyril-hanouna-sa-prise-de-position-tres-discutable-sur-le-vaccin-contre-le-covid-19-1546371
[1] https://planetes360.fr/macron-et-trudeau-aux-ordres-de-davos-affirme-face-camera-klaus-schwab/
[1] https://www.francesoir.fr/videos-les-debriefings/christine-cotton-essais-pfizer
[1] https://www.nj.com/coronavirus/2022/04/a-3rd-covid-booster-cdc-director-says-it-could-be-in-the-cards-this-fall.html
[1] https://www.publichealthontario.ca/-/media/documents/ncov/epi/covid-19-epi-confirmed-cases-post-vaccination.pdf?sc_lang=fr

Top Domains
Top Domains in Tweet in Entire Graph:
[358] twitter.com
[87] co.uk
[49] theguardian.com
[40] trib.al
[32] youtube.com
[29] bit.ly
[28] nytimes.com
[23] com.br
[22] reuters.com
[21] cbc.ca

Top Domains in Tweet in G1:
[127] twitter.com
[23] co.uk
[13] theguardian.com
[12] cnn.com
[10] youtube.com
[7] apple.news
[6] com.br
[5] cbc.ca
[5] nhs.uk
[5] yahoo.com

Top Domains in Tweet in G2:
[5] midilibre.fr
[4] twitter.com
[3] nature.com
[3] lexpress.fr
[1] marieclaire.fr
[1] topsante.com
[1] lemediaen442.fr
[1] ledauphine.com
[1] cloudfront.net
[1] medrxiv.org

Top Domains in Tweet in G3:
[11] torontosun.com
[7] twitter.com
[2] thestar.com
[1] cbc.ca

Top Domains in Tweet in G4:
[5] ft.com
[3] twitter.com
[3] msn.com
[1] washingtonpost.com
[1] forbes.com

Top Domains in Tweet in G5:
[6] bmj.com
[4] gov.uk
[4] co.uk
[1] theguardian.com
[1] eurekalert.org
[1] cdc.gov
[1] newstatesman.com
[1] com.pk

Top Domains in Tweet in G6:
[7] co.uk
[3] gov.uk
[3] youtube.com
[3] sky.com
[2] longcovidkids.org
[2] twitter.com
[2] bmj.com
[1] theguardian.com
[1] nhs.uk
[1] nih.gov

Top Domains in Tweet in G7:
[7] twitter.com
[5] cdc.gov
[3] citynews.ca
[3] ottawacitizen.com
[2] cbc.ca
[1] theglobeandmail.com
[1] imgrund.ca
[1] google.com
[1] bit.ly

Top Domains in Tweet in G8:
[2] businessinsider.com
[2] twitter.com
[2] gov.uk

Top Domains in Tweet in G9:
[4] cdc.gov
[3] twitter.com
[2] washingtonpost.com
[2] theguardian.com
[2] neurostingl.at
[1] latimes.com
[1] vaccines.gov
[1] news5cleveland.com
[1] whitehouse.gov
[1] webmd.com

Top Domains in Tweet in G10:
[3] nohost.me
[2] ledauphine.com
[2] odysee.com
[2] qactus.fr
[1] ladepeche.fr
[1] closermag.fr
[1] planetes360.fr
[1] francesoir.fr
[1] nj.com
[1] publichealthontario.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[306] covid
[191] covid19
[106] covid_19
[44] longcovid
[38] pfizer
[33] china
[29] cuba
[26] nondoms
[26] shanghai
[25] coronavirus



Top Hashtags in Tweet in G1:
[50] covid
[32] covid19
[22] covid_19
[8] omicron
[7] covidisnotover
[7] mumbai
[5] xevariant
[5] medical
[5] groupzirigoza
[5] ontario

Top Hashtags in Tweet in G2:
[26] pfizer
[12] covid
[10] vaccin
[6] moderna
[6] acouphenes
[3] véran
[3] vaccination
[3] covidisairborne
[2] effetssecondaires
[2] covid19

Top Hashtags in Tweet in G3:
[9] onpoli
[5] covid
[3] onhealth
[2] onted
[1] covidisairborne

Top Hashtags in Tweet in G4:
[2] covid
[1] covid19
[1] cancelculture
[1] brexitreality
[1] longcovid
[1] auspol

Top Hashtags in Tweet in G5:
[2] r4today
[1] coronavirus
[1] covid19
[1] itsnotacold
[1] covid19pledge

Top Hashtags in Tweet in G6:
[4] longcovidkids
[4] covid19
[4] covidisnotover
[2] omicron
[2] dailybriefings
[2] covid19cymru
[1] shinealightonlongcovid
[1] ba2variant
[1] getboosted
[1] longcovid

Top Hashtags in Tweet in G7:
[7] covid
[4] onpoli
[4] covidisntover
[3] votethemallout2022
[2] ltc
[2] handfootandmouth
[2] votefordout2022
[1] covidrash

Top Hashtags in Tweet in G8:
[2] china
[1] covid19
[1] australia
[1] respectmyx

Top Hashtags in Tweet in G9:
[19] covid19
[6] longcovid
[4] covid
[2] mecfs
[2] mcas
[1] covid19ab
[1] covidisnotover
[1] onpoli

Top Hashtags in Tweet in G10:
[1] effetsecondaires
[1] justice
[1] macronenprison
[1] heilpfizer
[1] verancharlatan
[1] ilssavaient
[1] macrondehors

Top Words
Top Words in Tweet in Entire Graph:
[7794] covid
[1827] 19
[621] people
[506] more
[416] over
[350] vaccine
[349] health
[308] #covid
[297] long
[289] cases

Top Words in Tweet in G1:
[988] covid
[317] 19
[71] over
[58] people
[55] first
[50] #covid
[47] vaccine
[45] cases
[43] more
[39] aged

Top Words in Tweet in G2:
[154] contre
[139] covid
[88] f_philippot
[86] obligation
[86] vaccinale
[83] parlement
[83] allemand
[78] nouvelle
[76] excellente
[76] vient

Top Words in Tweet in G3:
[172] covid
[44] goal
[43] people
[34] ford
[33] sick
[31] stevendelduca
[30] ontario
[29] make
[27] naheedd
[26] case

Top Words in Tweet in G4:
[159] covid
[49] danielgoyal
[33] flu
[27] death
[27] patients
[26] still
[25] wrong
[24] many
[23] unbelievably
[23] trying

Top Words in Tweet in G5:
[105] covid
[42] kit_yates_maths
[36] test
[24] days
[23] over
[22] more
[21] 19
[21] hospitals
[19] chrischirp
[19] plan

Top Words in Tweet in G6:
[134] covid
[34] 2nd
[24] ve
[19] suffering
[19] uk
[19] case
[18] kids
[18] school
[17] angryhowitisnow
[17] primary

Top Words in Tweet in G7:
[106] covid
[30] fordnation
[23] ontario
[19] 19
[16] dfisman
[15] imgrund
[14] cases
[13] ontarians
[13] today
[13] sharkawymd

Top Words in Tweet in G8:
[91] covid
[30] more
[23] essexpr
[18] restrictions
[16] labour
[16] berniespofforth
[15] government
[14] issued
[14] contracts
[14] incl

Top Words in Tweet in G9:
[80] covid
[33] drericding
[29] such
[29] people
[22] cdcgov
[20] cases
[20] never
[19] #covid19
[18] before
[17] stop

Top Words in Tweet in G10:
[35] covid
[30] par
[29] lv_laetitia
[27] eh
[27] mes
[27] chères
[27] collègues
[27] suis
[27] seule
[27] m'interroger

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1769] covid,19
[207] long,covid
[114] manuelrico,hoy
[102] covid,vaccine
[101] positive,covid
[97] during,covid
[97] 19,vaccine
[88] parlement,allemand
[88] obligation,vaccinale
[87] aprobó,protocolo

Top Word Pairs in Tweet in G1:
[302] covid,19
[32] 19,vaccine
[19] aged,60
[18] during,covid
[18] individuals,aged
[18] doses,covid
[18] non,indigenous
[18] indigenous,household
[18] household,members
[18] members,aged

Top Word Pairs in Tweet in G2:
[86] obligation,vaccinale
[83] parlement,allemand
[83] vaccinale,covid
[76] excellente,nouvelle
[76] nouvelle,parlement
[76] allemand,vient
[76] vient,voter
[76] voter,contre
[76] contre,obligation
[76] covid,296

Top Word Pairs in Tweet in G3:
[23] people,sick
[23] sick,covid
[22] goal,make
[22] make,sure
[22] sure,enough
[22] enough,hospital
[22] hospital,beds
[22] beds,people
[22] covid,goal
[22] goal,re

Top Word Pairs in Tweet in G4:
[23] unbelievably,still
[23] still,trying
[23] trying,justify
[23] justify,initial
[23] initial,rip
[23] rip,stance
[23] stance,covid
[23] covid,jury
[23] jury,wrong
[22] danielgoyal,unbelievably

Top Word Pairs in Tweet in G5:
[20] covid,19
[17] positive,test
[15] lft,compromise
[15] compromise,someone
[15] someone,registers
[15] registers,positive
[15] test,send
[15] send,free
[15] free,pack
[15] pack,test

Top Word Pairs in Tweet in G6:
[17] ve,kids
[17] kids,primary
[17] primary,school
[17] school,younger
[17] younger,suffering
[17] suffering,2nd
[17] 2nd,case
[17] case,covid
[17] covid,older
[17] older,starting

Top Word Pairs in Tweet in G7:
[19] covid,19
[11] imgrund,dfisman
[11] dfisman,aspphysician
[11] aspphysician,irfandhalla
[11] irfandhalla,bogochisaac
[11] bogochisaac,sharkawymd
[9] covid,cases
[8] travel,warning
[8] great,job
[7] let's,learn

Top Word Pairs in Tweet in G8:
[17] covid,restrictions
[14] government,issued
[14] issued,covid
[14] covid,contracts
[14] contracts,incl
[14] incl,serco
[14] serco,contact
[14] contact,tracing
[14] tracing,212m
[14] 212m,2024

Top Word Pairs in Tweet in G9:
[15] breaking,cdcgov
[15] cdcgov,allow
[15] allow,infectious
[15] infectious,#covid19
[15] #covid19,cases
[15] cases,fly
[15] fly,stop
[15] stop,such
[15] such,reporting
[15] reporting,effective

Top Word Pairs in Tweet in G10:
[27] eh,mes
[27] mes,chères
[27] chères,collègues
[27] collègues,suis
[27] suis,seule
[27] seule,m'interroger
[27] m'interroger,l'inquiétante
[27] l'inquiétante,augmentation
[27] augmentation,décès
[27] décès,par

Top Replied-To
Top Replied-To in Entire Graph:
@karl_lauterbach
@anneliesedodds
@nb_covid_info
@gab_h_r
@brianlilley
@olivierveran
@nsgov
@fordnation
@bbcnews
@yonifreedhoff

Top Replied-To in G1:

Top Replied-To in G2:
@f_philippot
@moshi631
@idrissaberkane
@eburgot

Top Replied-To in G3:
@brianlilley
@yonifreedhoff
@tryangregory
@thetorontosun
@meg_michael_
@onthospitalassn
@new_comer2018
@drkateto
@calmrainyday
@stevendelduca

Top Replied-To in G4:
@dgurdasani1
@danielgoyal
@mdb036
@jchampagnelatte
@karamballes
@kprather88
@binitakane
@twittersupport
@albomp
@computingserv

Top Replied-To in G5:
@shauneyh
@roberthastosay
@kit_yates_maths
@the_bournian
@andrewwilde2
@gem_liz31
@seamuscool
@reicherstephen
@8trackworm

Top Replied-To in G6:
@borisjohnson
@ons
@ukhsa
@unusual_times
@allyinaboat
@kbgreyhoundlady
@markjohnstonld
@sajidjavid
@dskippings
@priest_of_ramen

Top Replied-To in G7:
@fordnation
@drdinakulik
@citycynthia
@robertmeynell
@heyheydownthes1
@sharkawymd
@jkwan_md
@pattyca18904386
@citynewsto
@madrascurry2

Top Replied-To in G8:
@nikkitucker
@frankmcg_1
@statsjamie
@justinbarrell
@olafdoesstuff
@juantu81993858
@lindieloue
@thesnp

Top Replied-To in G9:
@alexmeshkin
@1308_21904
@jenniferb41
@dianaberrent
@stephbowclay
@glenda546
@ronalddacey
@tracypaints44
@hohumdumbdum
@nygiantsfan2022

Top Replied-To in G10:
@verity_france
@sarah41659531
@borowskimike
@lv_laetitia
@victorsinclair3
@chriscottonstat
@mitsufu

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@f_philippot
@elisaperego78
@danielgoyal
@syedakramin
@aliceysu
@kit_yates_maths
@drericding
@stevendelduca
@ani

Top Mentioned in G1:
@lemanturkman
@suzlette333
@joaogoliveira
@gacetinmadrid
@robertcheale
@stalcahuano
@hamm8r
@musicnewsweb

Top Mentioned in G2:
@f_philippot
@platon38900187
@medic4allhuman
@nature
@elianecarrier
@benjami77894159
@idrissaberkane
@faminifilm
@zoulou95
@dubreuilhmarcel

Top Mentioned in G3:
@stevendelduca
@naheedd
@brianlilley
@ontliberal
@cbcqueenspark
@amandalhu
@thetorontosun
@patgagnon_75
@yonifreedhoff
@tryangregory

Top Mentioned in G4:
@danielgoyal
@drneenajha
@dgurdasani1
@dr_d_robertson
@dreuanbennet
@kprather88
@sara_rose_g
@toryboypierce
@lbc
@i_petersen

Top Mentioned in G5:
@kit_yates_maths
@chrischirp
@usatoday
@iaponomarenko
@andrewgregory
@reicherstephen
@musewendi
@erictopol
@helenrsalisbury
@bmj_latest

Top Mentioned in G6:
@angryhowitisnow
@ukhsa
@sajidjavid
@borisjohnson
@skynews
@ons
@join_zoe
@dem_cath
@bradhazzard
@childrenscomm

Top Mentioned in G7:
@fordnation
@dfisman
@imgrund
@irfandhalla
@sharkawymd
@bogochisaac
@aspphysician
@tdsb
@drdinakulik
@celliottability

Top Mentioned in G8:
@essexpr
@berniespofforth
@beverleyturner
@govuk
@kezia_noble
@themood2020
@drhoenderkamp
@isthisab0t
@drsarahjarvis
@gundamnorthrop

Top Mentioned in G9:
@drericding
@cdcgov
@jmcrookston
@jenniferb41
@whitehouse
@katekerber
@cdcdirector
@usnea13
@alexmeshkin
@dgbassani

Top Mentioned in G10:
@lv_laetitia
@canardbruno
@victorsinclair3
@cyrilhanouna
@sarah41659531
@divizio1
@chriscottonstat
@banounhelene
@leachatg
@ngpon

Top Tweeters
Top Tweeters in Entire Graph:
@caraotadigital
@ja8yum
@zazoomblog
@infoitinterno
@tomthunkitsmind
@knewz_currently
@tesco
@paoloigna1
@berkleybearnews
@detikcom

Top Tweeters in G1:
@zazoomblog
@infoitinterno
@knewz_currently
@paoloigna1
@berkleybearnews
@donsinoptico
@zyitegadgets
@jcc_news
@andyvermaut
@coopmike48

Top Tweeters in G2:
@yvespdb
@mariasammutmasc
@lanissarda
@elianecarrier
@veritebeaute
@anne_morantin
@kris_chadi
@lexpress
@chriss17031
@valerie0768

Top Tweeters in G3:
@kathy73921688
@fagankara
@thetorontosun
@sunlorrie
@kinsellawarren
@drjengunter
@yzabettasativa
@merry123459
@mojoandjasper
@david_moscrop

Top Tweeters in G4:
@ferguson2811
@hughjaeger
@argyllseaglass
@whterbbnadvocat
@daisybelll
@sallymos
@financialtimes
@sweetie_tweeter
@ephemeragrrl
@longitude0

Top Tweeters in G5:
@raesnape
@usatoday
@blueteamga
@iamjadebrieanne
@penttivuorinen
@neighbour_kx
@joannef95945936
@judyjackson2086
@dallo100
@munsinglaw

Top Tweeters in G6:
@skynews
@sharpeleven
@jazzaoxon
@knittedkittie
@saffiya_khan1
@xpatjock
@ronague
@pwsimerimiaw
@halseyjane
@inlimbov

Top Tweeters in G7:
@citynewsto
@cmdott
@cassandratslaq
@madhatressto
@rexannakeats
@baduberx
@millerd99
@erinmat81855855
@moriartylab
@passenthrough

Top Tweeters in G8:
@isthisab0t
@thejoedoe1
@bellesareblue
@essexpr
@bjcruickshank
@tina13uk
@alimarray1
@alcocan
@omshanti1504
@scotfax

Top Tweeters in G9:
@hopealdridge
@robertgedge
@amedawg18
@mschleifer13
@caz5697
@declan_hoare
@jackiemccaffrey
@wews
@therealgloria
@citzgirl

Top Tweeters in G10:
@altai_armande
@sarah41659531
@mydaphne
@ehavet
@elisa6666
@mounpays
@sixthyflabin
@pineaucharentes
@alberti_maurice
@dbarsacq


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