COVID, Twitter, 11/14/2022 9:18:35 PM, 284459


FAQ | Problem?

COVID_2022-11-14_01-30-01.xlsx
COVID_2022-11-14_01-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 14, 2022
Short Description:
COVID via NodeXL https://bit.ly/3UYBUFV
@drsimonegold
@stan_dup_now
@afshineemrani
@truth_in_number
@jamesmelville
@jazzitrader
@inconforme75
@newlifemtv
@cardela
@clarkiethomson

Top hashtags:
#covid
#covid19
#covid_19
#jntuhsubjectexemption
#longcovid
#foxconn

Description:
Description
The graph represents a network of 10,780 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, 14 November 2022 at 09:38 UTC.

The requested start date was Monday, 14 November 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 2-day, 0-hour, 3-minute period from Tuesday, 01 November 2022 at 12:16 UTC to Thursday, 03 November 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 : 10780
Unique Edges : 5999
Edges With Duplicates : 11546
Total Edges : 17545
Number of Edge Types : 5
Retweet : 5315
MentionsInRetweet : 6147
Replies to : 1431
Mentions : 2220
Tweet : 2432
Self-Loops : 2477
Reciprocated Vertex Pair Ratio : 0.00534473543559594
Reciprocated Edge Ratio : 0.0106326422115896
Connected Components : 2547
Single-Vertex Connected Components : 720
Maximum Vertices in a Connected Component : 3075
Maximum Edges in a Connected Component : 6504
Maximum Geodesic Distance (Diameter) : 44
Average Geodesic Distance : 13.897728
Graph Density : 8.09396956667443E-05
Modularity : 0.585274
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 10,780 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, 14 November 2022 at 09:38 UTC.

The requested start date was Monday, 14 November 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 2-day, 0-hour, 3-minute period from Tuesday, 01 November 2022 at 12:16 UTC to Thursday, 03 November 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:
[17] https://www.theatlantic.com/ideas/archive/2022/10/covid-response-forgiveness/671879/
[12] https://www.smh.com.au/national/the-notion-that-covid-19-has-been-vanquished-is-not-supported-by-the-facts-20221031-p5budz.html
[11] https://brownstone.org/articles/governments-national-security-arm-led-the-covid-response/
[9] https://www.telegraph.co.uk/news/2022/11/01/crisis-excess-deaths-soar-levels-higher-covid-pandemic/
[8] http://b.tech
[8] https://www.indiatvnews.com/health/risk-of-developing-long-covid-in-women-is-twice-as-likely-as-men-study-finds-2022-11-03-821002
[7] https://www.theatlantic.com/health/archive/2022/10/rise-of-rsv-flu-covid-infections-kids/671947/
[7] https://cnnindonesia.com/nasional/20221102095527-20-868405/kasus-covid-ri-naik-lagi-tren-kematian-meningkat?utm_source=twitter&utm_medium=oa&utm_content=cnnindonesia&utm_campaign=cmssocmed
[6] https://www.theguardian.com/society/2022/nov/02/nhs-england-in-worse-place-now-than-in-early-days-of-covid-says-boss?CMP=share_btn_tw
[6] https://www.tf1info.fr/sante/la-france-seul-pays-au-monde-a-ne-pas-reintegrer-ses-soignants-non-vaccines-au-covid-19-2237264.html?utm_medium=Social&utm_source=Twitter&Echobox=1667305905#xtor=CS5-113

Top URLs in Tweet in G1:
[4] https://www.fiverr.com/share/KYWX3l
[3] https://summit.news/2022/10/31/report-potentially-lethal-new-super-strain-of-covid-created-in-london-lab/
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/chinese-cities-clamp-down-covid-cases-rise-before-winter-season-2022-10-31/
[2] https://www.theatlantic.com/ideas/archive/2022/10/covid-response-forgiveness/671879/
[2] http://takahata521.livedoor.blog/archives/16357917.html
[2] https://nypost.com/2022/11/01/covid-vaccine-mandate-at-fordham-university-sparks-backlash/?utm_campaign=iphone_nyp&utm_source=twitter_app
[2] https://twitter.com/libsoftiktok/status/1587681295827496962
[2] https://www.thefridaytimes.com/2022/11/02/disneyland-shanghai-traps-tourists-inside-happiest-place-on-earth-amid-covid-lockdown/
[2] https://www.scmp.com/news/china/politics/article/3198004/coronavirus-chinese-authorities-race-contain-new-waves-dire-and-complicated-outbreaks?module=lead_hero_story&pgtype=homepage
[2] https://twitter.com/RedLightning420/status/1587508133404225536

Top URLs in Tweet in G2:
[2] https://www.independent.co.uk/independentpremium/uk-news/matt-hancock-covid-families-celebrity-b2215385.html?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1667325023
[1] https://twitter.com/saffiya_khan1/status/1586829993723715587
[1] https://twitter.com/mrmarkdolan/status/1587820818167435264
[1] https://twitter.com/pa/status/1587400145225883649
[1] https://twitter.com/hk7twxzathqnpfc/status/1588133880896405506
[1] https://www.independent.co.uk/independentpremium/uk-news/matt-hancock-covid-families-celebrity-b2215385.html
[1] https://twitter.com/jujuliagrace/status/1587542903898898433
[1] https://www.crowdfunder.co.uk/p/covidinquirynow
[1] https://www.mirror.co.uk/tv/tv-news/petition-stop-matt-hancock-appearing-28386653
[1] https://bit.ly/3WgtKdg

Top URLs in Tweet in G3:
[1] https://twitter.com/RedLightning420/status/1587508133404225536

Top URLs in Tweet in G4:
[6] https://www.tf1info.fr/sante/la-france-seul-pays-au-monde-a-ne-pas-reintegrer-ses-soignants-non-vaccines-au-covid-19-2237264.html?utm_medium=Social&utm_source=Twitter&Echobox=1667305905#xtor=CS5-113
[3] https://www.lefigaro.fr/sciences/covid-le-nouveau-conseil-scientifique-prone-le-rappel-vaccinal-et-le-retour-du-masque-20221024
[2] https://childrenshealthdefense.org/defender/covid-miniscule-death-risk-cola/
[2] https://www.americaoutloud.com/30-million-adult-americans-harmed-by-covid-vaccines/
[2] https://childrenshealthdefense.org/defender/covid-vaccines-seizures/
[2] https://www.20min.ch/fr/story/des-bulles-dair-decouvertes-en-suisse-dans-les-vaccins-anti-covid-494795640416
[2] https://www.tf1info.fr/sante/la-france-seul-pays-au-monde-a-ne-pas-reintegrer-ses-soignants-non-vaccines-au-covid-19-2237264.html
[1] https://anna-bellas.com/2022/11/01/un-guide-sur-la-facon-deliminer-de-votre-corps-le-graphene-la-substance-transmise-par-les-vaccines-du-covid-aux-non-vaccines/
[1] https://expose-news.com/2022/11/02/strong-correlation-vaccine-and-excess-deaths-says-mp/
[1] https://www.theepochtimes.com/risk-of-heart-inflammation-in-children-elevated-after-receipt-of-pfizers-covid-19-vaccine-study_4833782.html?utm_campaign=socialshare_twitter&utm_source=twitter.com

Top URLs in Tweet in G5:
[2] https://www.20min.ch/fr/story/des-bulles-dair-decouvertes-en-suisse-dans-les-vaccins-anti-covid-494795640416
[2] https://twitter.com/JamesMelville/status/1587737648415883270
[2] https://www.youtube.com/watch?v=eRDBuGsMVIE&feature=youtu.be

[1] https://twitter.com/1goodtern/status/1588082134371164160
[1] https://twitter.com/1goodtern/status/1587186926439776256
[1] https://www.youtube.com/watch?v=F8usNOELJdQ&feature=youtu.be

[1] https://www.telegraph.co.uk/news/2022/11/01/crisis-excess-deaths-soar-levels-higher-covid-pandemic/
[1] https://jeminformetv.com/2022/11/01/beaucoup-nont-pas-compris-que-leurs-parents-ages-morts-en-ehpad-ne-sont-pas-decedes-du-covid-ils-ont-ete-euthanasies-sur-decret-du-gouvernement-appele-decret-rivotril/
[1] https://twitter.com/bfmtv/status/1587922017520697348
[1] https://www.lepoint.fr/politique/francois-rebsamen-le-ps-n-est-plus-un-parti-de-gouvernement-02-11-2022-2496148_20.php

Top URLs in Tweet in G6:
[4] https://quoththeraven.substack.com/p/we-need-covid-accountability-not
[3] https://www.zerohedge.com/covid-19/potentially-lethal-new-super-strain-covid-created-london-lab-report
[3] https://www.zerohedge.com/markets/futures-surge-amid-speculation-china-set-ease-covid-zero-dollar-tumbles
[2] https://react19.org/1250-covid-vaccine-reports/
[2] https://www.zerohedge.com/markets/chinese-stocks-erupt-social-media-rumor-covid-zero-exit-china-denies
[1] https://twitter.com/libsoftiktok/status/1560413879888257025
[1] https://www.levernews.com/how-the-koch-network-hijacked-the-war-on-covid/
[1] https://www.theglobeandmail.com/canada/article-children-hospital-rise-flu-rsv-covid/
[1] https://www.bloomberg.com/news/articles/2022-10-31/cdc-director-walensky-has-covid-rebound-after-paxlovid-treatment?leadSource=uverify%20wall
[1] https://www.thesohoforum.org/

Top URLs in Tweet in G7:
[4] https://nclalegal.org/2022/11/doctors-sue-newsom-and-calif-medical-board-over-law-censoring-medical-advice/
[3] https://nypost.com/2022/11/01/covid-vaccine-mandate-at-fordham-university-sparks-backlash/
[2] https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/conditionsanddiseases/bulletins/prevalenceofongoingsymptomsfollowingcoronaviruscovid19infectionintheuk/3november2022
[1] https://www.telegraph.co.uk/news/2022/11/01/crisis-excess-deaths-soar-levels-higher-covid-pandemic/
[1] https://yle.fi/news/3-12668492
[1] https://thenationaldesk.com/news/americas-news-now/political-woke-agenda-pushing-out-professors-campus-watchdog-group-says-campus-reform-colleges-college-student-university-of-maine-new-york-university-education-higher-education-pre-med-organic-chemistry-biology-covid-restrictions-students-complain#?utm_source=twitter.com&utm_medium=social&utm_campaign=tndsocial
[1] https://twitter.com/DavidAFrench/status/1587496203263975424
[1] https://www.telegraph.co.uk/news/2022/11/01/crisis-excess-deaths-soar-levels-higher-covid-pandemic/?utm_content=telegraph&utm_medium=Social&utm_campaign=Echobox&utm_source=Twitter#Echobox=1667326246-1
[1] https://twitter.com/Leftylockdowns1/status/1587909518679326725
[1] https://twitter.com/leftylockdowns1/status/1587909518679326725

Top URLs in Tweet in G8:
[1] https://www.twelvebooks.com/titles/tom-cotton/only-the-strong/9781668618561/
[1] https://www.dailymail.co.uk/news/article-11371443/GOP-Senator-Tom-Cotton-claims-Dems-INTENTIONALLY-turning-weak-country.html
[1] https://www.cbc.ca/news/canada/prince-edward-island/pei-4-deaths-covid-1.6637142
[1] https://twitter.com/shanteroprod/status/1578112150102499328
[1] https://pubmed.ncbi.nlm.nih.gov/32425950/
[1] https://twitter.com/WalkerBragman/status/1587859208489385984
[1] https://www.cedars-sinai.org/newsroom/covid-19-surges-linked-to-spike-in-heart-attacks/?fbclid=IwAR13minIMCy44sWLba_zZiFscVsu96o4hx10RhyUG2t53voG-Ce3J6teSIk
[1] https://www.ft.com/content/77622627-9433-445a-a763-a547b77b58ed
[1] https://twitter.com/tcdragonfly/status/1587934175281041410
[1] https://engineering.ucdavis.edu/news/science-action-how-build-corsi-rosenthal-box

Top URLs in Tweet in G9:
[2] https://medicine.yale.edu/news-article/will-long-covid-research-provide-answers-for-poorly-understood-ailments-like-chronic-fatigue/
[2] https://www.verifythis.com/article/news/verify/vaccines-verify/pfizer-increase-covid-vaccine-price-400-percent-fact-check/536-7350b99d-a393-4257-8289-882d95cedb75
[1] https://www.iflscience.com/covid-19-activates-same-brain-inflammation-as-in-parkinson-s-disease-66014
[1] https://twitter.com/CBCNews/status/1585745685151891460?s=20&t=W4vgAIhP9VAdCA-oEP60PQ
[1] https://twitter.com/fitterhappierAJ/status/1297957374838411272
[1] https://twitter.com/lexfridman/status/1587503430846844933
[1] https://www.theguardian.com/australia-news/2022/nov/02/new-covid-19-wave-to-hit-nsw-within-weeks-chief-health-officer-says
[1] https://www.ahajournals.org/doi/10.1161/STROKEAHA.120.030630
[1] https://twitter.com/G_Commish/status/1588130765518381062
[1] https://www.tennessean.com/story/opinion/2022/10/31/covid-long-haulers-need-help-to-be-invisible-no-more/69596190007/

Top URLs in Tweet in G10:
[3] https://www.wsj.com/articles/now-they-want-a-pandemic-amnesty-randi-weingarten-school-shutdowns-covid-11667340951
[2] https://fxn.ws/3DtkycW
[2] https://data.cdc.gov/Case-Surveillance/COVID-19-Case-Surveillance-Public-Use-Data/vbim-akqf
[1] https://twitter.com/ingrahamangle/status/1587768180944306176
[1] https://www.vaccines.gov/
[1] https://on.wsj.com/3FHkEQW
[1] https://on.wsj.com/3UdWZvz
[1] https://on.wsj.com/3NvWj2n
[1] https://fxn.ws/3sNEx1h
[1] https://bit.ly/3ClKF5f

Top Domains
Top Domains in Tweet in Entire Graph:
[362] twitter.com
[65] co.uk
[42] bit.ly
[40] youtube.com
[31] theguardian.com
[27] com.au
[25] theatlantic.com
[24] reuters.com
[23] bloomberg.com
[14] wsj.com

Top Domains in Tweet in G1:
[115] twitter.com
[11] co.uk
[11] bit.ly
[8] bloomberg.com
[6] youtube.com
[5] rumble.com
[4] scmp.com
[4] fiverr.com
[4] theguardian.com
[4] cnn.com

Top Domains in Tweet in G2:
[8] twitter.com
[8] co.uk
[1] bit.ly
[1] appgcoronavirus.uk
[1] theguardian.com

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

Top Domains in Tweet in G4:
[8] tf1info.fr
[5] twitter.com
[4] childrenshealthdefense.org
[4] lefigaro.fr
[2] anna-bellas.com
[2] expose-news.com
[2] americaoutloud.com
[2] 20min.ch
[1] theepochtimes.com
[1] cnews.fr

Top Domains in Tweet in G5:
[8] youtube.com
[6] twitter.com
[2] 20min.ch
[1] co.uk
[1] jeminformetv.com
[1] lepoint.fr
[1] marianne.net
[1] usafacts.org
[1] frontiersin.org

Top Domains in Tweet in G6:
[8] zerohedge.com
[4] substack.com
[2] react19.org
[2] theatlantic.com
[1] twitter.com
[1] levernews.com
[1] theglobeandmail.com
[1] bloomberg.com
[1] thesohoforum.org
[1] theintercept.com

Top Domains in Tweet in G7:
[5] twitter.com
[4] nclalegal.org
[3] nypost.com
[2] co.uk
[2] gov.uk
[1] yle.fi
[1] thenationaldesk.com
[1] nature.com
[1] foxnews.com
[1] forbes.com

Top Domains in Tweet in G8:
[3] twitter.com
[1] twelvebooks.com
[1] co.uk
[1] cbc.ca
[1] nih.gov
[1] cedars-sinai.org
[1] ft.com
[1] ucdavis.edu
[1] washingtonpost.com

Top Domains in Tweet in G9:
[10] twitter.com
[3] verifythis.com
[2] theguardian.com
[2] yale.edu
[2] jamanetwork.com
[1] iflscience.com
[1] ahajournals.org
[1] tennessean.com
[1] pslhub.org
[1] jhu.edu

Top Domains in Tweet in G10:
[9] wsj.com
[3] fxn.ws
[2] cdc.gov
[1] twitter.com
[1] vaccines.gov
[1] bit.ly
[1] govdelivery.com
[1] businessinsider.com
[1] apnews.com
[1] theatlantic.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[294] covid
[77] covid19
[71] covid_19
[54] jntuhsubjectexemption
[47] longcovid
[43] foxconn
[43] prevenciã“n
[29] mcikumpisal
[26] pfizer
[23] venezuelaycolombiajuntas



Top Hashtags in Tweet in G1:
[34] covid
[14] covid_19
[12] covid19
[6] china
[5] art
[5] love
[5] business
[5] gfvip
[4] trump
[4] crowdfunding

Top Hashtags in Tweet in G2:
[9] covid
[3] imaceleb
[2] generalelectionnow
[2] lbc
[1] itv
[1] nhs
[1] katiepersinger
[1] carehomes
[1] r4today
[1] bbcbreakfast

Top Hashtags in Tweet in G4:
[8] covid19
[7] facearioufol
[6] covid
[3] macron
[3] justicepourlessuspendus
[2] vaccin
[2] pfizer
[1] braun
[1] veran
[1] buzyn

Top Hashtags in Tweet in G5:
[33] covid
[9] macron
[7] influenza
[7] pedsicu
[7] rsv
[6] rats
[2] covid_19
[1] soignantssuspendus
[1] reintegrezlessuspendus
[1] tweetiatrician

Top Hashtags in Tweet in G6:
[1] noquarter
[1] crimesagainsthumanity
[1] covid

Top Hashtags in Tweet in G7:
[4] longcovid
[2] covid19
[2] livingwithcovid

Top Hashtags in Tweet in G8:
[5] covid
[2] longcovid
[1] chinese
[1] detentioncentre
[1] bringbackmasks

Top Hashtags in Tweet in G9:
[8] longcovid
[2] covid
[2] longcovidwork
[2] vaccination
[2] nyc
[2] covid19
[2] longcovidkids
[1] bringbackmasks
[1] swisscovidfail
[1] vaccines

Top Hashtags in Tweet in G10:
[1] wsjwhatsnow

Top Words
Top Words in Tweet in Entire Graph:
[7377] covid
[1330] 19
[1040] î
[911] æ
[859] ãƒ
[689] ç
[633] people
[508] dã
[436] vaccine
[416] mã

Top Words in Tweet in G1:
[695] covid
[211] î
[167] 19
[95] ãƒ
[89] æ
[63] ç
[50] people
[42] china
[35] more
[34] #covid

Top Words in Tweet in G2:
[128] hancock
[123] covid
[115] matt
[114] health
[113] secretary
[84] former
[63] matthancock
[59] covidjusticeuk
[58] oversaw
[57] going

Top Words in Tweet in G3:
[249] covid
[244] caught
[235] redlightning420
[232] haven't
[231] once
[231] mfs
[231] years
[231] past
[13] realise
[13] people

Top Words in Tweet in G4:
[149] covid
[65] rã
[43] ce
[38] crise
[35] vaccinã
[34] aprã
[33] dã
[33] ils
[31] ont
[30] cette

Top Words in Tweet in G5:
[138] covid
[59] deâ
[55] lâ
[48] rã
[40] pays
[36] dã
[33] #covid
[31] mã
[29] disant
[29] ãªtre

Top Words in Tweet in G6:
[139] covid
[56] libsoftiktok
[38] theatlantic
[32] profemilyoster
[31] democrats
[26] drelidavid
[25] forget
[22] health
[22] again
[21] during

Top Words in Tweet in G7:
[112] covid
[99] deaths
[43] iâ
[35] doctors
[35] excess
[32] increase
[31] mysterious
[31] spikes
[31] massive
[31] sounding

Top Words in Tweet in G8:
[150] covid
[57] itâ
[55] indyfromspace
[48] author
[48] weeks
[48] bunch
[48] nyt
[48] tweeted
[48] read
[48] julie

Top Words in Tweet in G9:
[149] covid
[36] people
[30] 19
[30] wrote
[22] janeotn
[21] read
[21] someone
[20] long
[20] 15
[20] canada

Top Words in Tweet in G10:
[99] covid
[49] amnesty
[48] ingrahamangle
[31] made
[28] white
[28] officials
[28] supremacist
[27] decisions
[25] 'disastrous'
[21] 19

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1287] covid,19
[737] î,î
[476] ãƒ,ãƒ
[252] caught,covid
[248] during,covid
[236] past,years
[232] once,past
[231] mfs,haven't
[231] covid,once
[231] haven't,caught

Top Word Pairs in Tweet in G1:
[160] covid,19
[149] î,î
[53] ãƒ,ãƒ
[21] long,covid
[17] æ,æ
[17] ç,æ
[17] during,covid
[16] covid,vaccine
[12] zero,covid
[12] îºî,î

Top Word Pairs in Tweet in G2:
[113] health,secretary
[102] matt,hancock
[84] former,health
[56] secretary,oversaw
[53] celebrityâ,heâ
[53] uk,having
[53] isnâ,celebrityâ
[53] heâ,former
[53] highest,death
[53] oversaw,uk

Top Word Pairs in Tweet in G3:
[244] caught,covid
[231] once,past
[231] mfs,haven't
[231] past,years
[231] haven't,caught
[231] covid,once
[230] redlightning420,mfs
[13] people,caught
[13] believe,many
[13] covid,realise

Top Word Pairs in Tweet in G4:
[30] crise,covid
[23] covid,19
[22] non,vaccinã
[18] rã,intã
[18] intã,grer
[17] scandale,gestion
[17] soignants,non
[17] gestion,criminelle
[17] yvan,rioufol
[15] covid,cnews

Top Word Pairs in Tweet in G5:
[29] brochures,disant
[29] zã,lande
[29] lande,services
[29] publient,brochures
[29] services,renseignement
[29] nouvelle,zã
[29] renseignement,publient
[28] s'il,soupã
[28] soupã,onne
[28] onne,amis

Top Word Pairs in Tweet in G6:
[21] theatlantic,forget
[21] during,covid
[20] mental,health
[19] cdc,director
[17] covid,response
[16] tested,positive
[16] vaxxed,cdc
[16] 5x,vaxxed
[16] covid,again
[16] positive,covid

Top Word Pairs in Tweet in G7:
[32] excess,deaths
[31] doctors,sounding
[31] alarms,mysterious
[31] increase,deaths
[31] mysterious,increase
[31] massive,spikes
[31] deaths,massive
[31] spikes,excess
[31] european,doctors
[31] sounding,alarms

Top Word Pairs in Tweet in G8:
[48] powell,covid
[48] ago,tweeted
[48] nyt,obit
[48] read,nyt
[48] author,julie
[48] weeks,ago
[48] beloved,author
[48] obit,beloved
[48] tweeted,bunch
[48] julie,powell

Top Word Pairs in Tweet in G9:
[30] covid,19
[19] warped,tour
[19] invited,warped
[19] canada,18
[19] read,write
[19] write,wrote
[19] 15,biked
[19] tour,15
[19] biked,canada
[19] 18,27

Top Word Pairs in Tweet in G10:
[28] white,supremacist
[25] covid,decisions
[25] officials,made
[25] made,'disastrous'
[25] ingrahamangle,amnesty
[25] 'disastrous',covid
[25] amnesty,officials
[21] covid,19
[13] œamnestyâ,those
[13] explain,œamnestyâ

Top Replied-To
Top Replied-To in Entire Graph:
@covid_parent
@potus
@profemilyoster
@bfmtv
@davidafrench
@jessekellydc
@petersweden7
@isabeloakeshott
@hk7twxzathqnpfc
@drelidavid

Top Replied-To in G1:

Top Replied-To in G2:
@hk7twxzathqnpfc
@mrjamesob
@bagheera40
@suchingtan
@burtohare
@kit_yates_maths
@zclewshypno
@gwynnemp
@matthancock

Top Replied-To in G3:
@redlightning420

Top Replied-To in G4:
@verity_france
@flixlec84430272
@frcsbraun
@jnbarrot
@clement_helart
@herbelphilippe
@brunolemaire
@lapinkres
@rifain_nouvelle
@lci

Top Replied-To in G5:
@1goodtern
@yvespdb
@aldosterone111
@pandantag

Top Replied-To in G6:
@profemilyoster
@drelidavid
@mpc_xetts
@libsoftiktok
@halavais
@vprasadmdmph
@chris_repke
@disclosetv
@liz_wheeler
@slickrockweb

Top Replied-To in G7:
@davidafrench
@gilmcgowan
@drjamesolsson
@ethicalskeptic
@telegraph
@hickmanhill
@qwdads1962
@aaronteasdale
@rondesantisfl
@hampson14jane

Top Replied-To in G8:
@redsoxma
@tomcottonar
@vera_cosmo
@zhang_yueting
@psychorooks
@tomtanya84
@indyfromspace
@nbsaphiermd
@danlevinson219
@plutowolnosci

Top Replied-To in G9:
@londonsje
@doggiedoooo
@socialfuzzer
@martydouglas11
@g_commish
@uncanadiangirl
@nkinneweng
@joaquinlife
@virusesimmunity
@crwequine

Top Replied-To in G10:
@foxnews
@ingrahamangle
@joebiden
@judybluetoo
@homedesignla
@rising_serpent
@kate24656834
@bob85703632
@davaughn101
@spiceyflip

Top Mentioned
Top Mentioned in Entire Graph:
@redlightning420
@manuelrico
@khairykj
@drsimonegold
@matthancock
@covidjusticeuk
@indyfromspace
@libsoftiktok
@jamesmelville
@petersweden7

Top Mentioned in G1:
@albertsolo2
@advharitamehta
@ygjumi
@junko_in_sappro
@zg28doctor
@ormurcia
@hanseaticsoft

Top Mentioned in G2:
@matthancock
@covidjusticeuk
@campbellclaret
@rhonddabryant
@michaeltakemp
@rewearmouth
@saffiya_khan1
@thecentrelefty
@bphillipsonmp
@kit_yates_maths

Top Mentioned in G3:
@redlightning420
@izzraifharz
@grimmjowreapalt
@yann1824

Top Mentioned in G4:
@vpauline006
@f_philippot
@gilleswell
@ch_coulon
@dover63a
@ivanrioufol
@cnews
@carene1984
@myriampalomba
@qo_ideme6

Top Mentioned in G5:
@alienoraubigne
@loichervepublic
@1goodtern
@micheljeandomi1
@aldosterone111
@sergiodde
@youtube
@krieger66362259
@pam33771
@yvespdb

Top Mentioned in G6:
@libsoftiktok
@theatlantic
@drelidavid
@profemilyoster
@draseemmalhotra
@drjbhattacharya
@vprasadmdmph
@liz_wheeler
@zerohedge
@disclosetv

Top Mentioned in G7:
@afshineemrani
@davidafrench
@humble_analysis
@ethicalskeptic
@telegraph
@ons
@drjamesolsson
@leftylockdowns1
@tracybethhoeg
@calirunnerdoc

Top Mentioned in G8:
@indyfromspace
@luckytran
@theresa_chapple
@tomcottonar
@zhang_yueting
@redsoxma
@amoneyresists
@bucksexton
@denise_dewald
@myrabatchelder

Top Mentioned in G9:
@janeotn
@peterhotez
@fishontherun2
@mehdirhasan
@mandatemasksus
@loscharlos
@dfisman
@joaquinlife
@kashprime
@feisty_waters

Top Mentioned in G10:
@ingrahamangle
@pnjaban
@foxnews
@timrunshismouth
@wsj
@govrondesantis
@ianmsc
@rising_serpent
@joebiden
@jennifersey

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@filafresh
@clubeditorial
@detikcom
@afropages
@jatirado
@efectocognitivo
@junenattapat
@british_airways
@radioelshinta

Top Tweeters in G1:
@filafresh
@clubeditorial
@afropages
@efectocognitivo
@marketcurrents
@2am_eu
@swissbusiness
@clubcritica
@agencia_andina
@donelichterman

Top Tweeters in G2:
@fiona_fionnagal
@awarding_women
@saffiya_khan1
@tsunami65
@themingford
@cernusson
@nannysaysnah
@curnowbronwyn
@gouldie7
@mryeswecan

Top Tweeters in G3:
@ripp_twts
@auroradesu
@ar2farzl
@caetfood
@canyonsour
@diosdeldrama
@izzraifharz
@edgemcedgerson
@rabiatulrose_
@atitagainn

Top Tweeters in G4:
@lopezdominique2
@sarah41659531
@ch_coulon
@jeanclaudepeyra
@cnews
@abou_portant07
@libe
@vicmahec
@otecam92
@fondof_animals

Top Tweeters in G5:
@yvespdb
@diabolo741
@debrouille92
@jackimbe
@lemerignan
@carolinebharati
@pradier_marc
@natpat6477
@chacha78180
@lepoint

Top Tweeters in G6:
@zerohedge
@tgbed8v8
@nofixedabode
@johjohjoh12
@jerviscapital
@theatlantic
@felizfeliz
@mimialoha6
@blkf5
@maxnordau

Top Tweeters in G7:
@lindaleeking
@johnjoechad
@telegraph
@sdrkseid
@babyboomermj
@heldineu
@fancenox
@dstipson
@breezergalway
@xlonemanwalking

Top Tweeters in G8:
@_silversmith
@limecello
@dmacottawa
@melpricehb
@circlereader
@afronola
@drjudystone
@juanrive
@jjp117
@frank_mcg

Top Tweeters in G9:
@libbystone2
@dancygeorgia
@nnorma192
@harlemmc
@catvincent
@tennessean
@theyhatetomtom
@tlatela
@slotsqueen31
@troutish

Top Tweeters in G10:
@foxnews
@wsj
@buford330leon
@ross_kross
@adam_moody4
@veronic09155606
@homedesignla
@georgiotesta
@paulturner2012
@rawoods24


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.