COVID, Twitter, 9/16/2022 6:18:27 PM, 281915


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COVID_2022-09-16_00-42-59.xlsx
COVID_2022-09-16_00-42-59.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2022
Short Description:
COVID via NodeXL https://bit.ly/3qMf07m
@mon4kooyong
@ptcjoneses
@i_t_k_g
@janehughesmd
@clarecraigpath
@meetjess
@who
@incrementallog1
@face_victory
@cdcgov

Top hashtags:
#covid
#covid19
#covid_19
#longcovid
#44818
#44817
#coronavirus
#44819
#poderpopularactivo

Description:
Description
The graph represents a network of 10,750 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, 16 September 2022 at 07:56 UTC.

The requested start date was Friday, 16 September 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 Tuesday, 13 September 2022 at 12:14 UTC to Thursday, 15 September 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 : 10750
Unique Edges : 6315
Edges With Duplicates : 11484
Total Edges : 17799
Number of Edge Types : 5
Retweet : 5191
MentionsInRetweet : 6163
Mentions : 2447
Tweet : 2688
Replies to : 1310
Self-Loops : 2724
Reciprocated Vertex Pair Ratio : 0.00537807895019899
Reciprocated Edge Ratio : 0.0106986198780357
Connected Components : 2746
Single-Vertex Connected Components : 810
Maximum Vertices in a Connected Component : 2869
Maximum Edges in a Connected Component : 6528
Maximum Geodesic Distance (Diameter) : 29
Average Geodesic Distance : 11.845624
Graph Density : 8.08901639308795E-05
Modularity : 0.576927
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 10,750 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, 16 September 2022 at 07:56 UTC.

The requested start date was Friday, 16 September 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 Tuesday, 13 September 2022 at 12:14 UTC to Thursday, 15 September 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:
[109] https://www.theflstandard.com/vaccine-narrative-collapses-as-harvard-study-shows-jab-more-dangerous-than-covid/
[40] https://dailysceptic.org/2022/09/12/covid-vaccine-destroys-natural-immunity-nejm-study-shows/
[38] https://alexberenson.substack.com/p/denmark-ends-covid-vaccinations-for-981
[35] https://twitter.com/hardhatbeast/status/1569960258855919616/video/1
[28] https://www.casaitaliaradio.com/
[22] https://www.theatlantic.com/health/archive/2022/09/long-covid-brain-fog-symptom-executive-function/671393/
[16] https://thecountersignal.com/denmark-bans-covid-jab-for-most-people-under-50/
[15] https://www.youtube.com/watch?v=kxNJqkH8_M4&feature=youtu.be

[12] https://www.sst.dk/en/English/Corona-eng/Vaccination-against-COVID-19
[12] https://news.yahoo.com/u-sent-1-3-billion-015248854.html?soc_src=social-sh&soc_trk=tw&tsrc=twtr

Top URLs in Tweet in G1:
[28] https://www.casaitaliaradio.com/
[4] https://www.rui.jp/ruinet.html?i=200&c=600&t=6&k=0&m=368282&g=131207
[4] https://apnews.com/article/russia-ukraine-technology-politics-covid-health-5cdbe1ec32312699acbe8ba9b6a00eb5
[4] https://www.theflstandard.com/vaccine-narrative-collapses-as-harvard-study-shows-jab-more-dangerous-than-covid/
[3] https://ifttt.com/images/no_image_card.png
[2] https://www.who.int/europe/news/item/13-09-2022-at-least-17-million-people-in-the-who-european-region-experienced-long-covid-in-the-first-two-years-of-the-pandemic--millions-may-have-to-live-with-it-for-years-to-come
[2] https://www.npr.org/sections/goatsandsoda/2022/09/07/1121599445/so-you-havent-caught-covid-yet-does-that-mean-youre-a-superdodger
[2] https://twitter.com/edyong209/status/1569302974811308032
[2] https://www.miamiherald.com/news/coronavirus/article265239746.html
[2] https://www.elnuevoherald.com/noticias/florida/sur-de-la-florida/article265627776.html

Top URLs in Tweet in G2:
[90] https://www.theflstandard.com/vaccine-narrative-collapses-as-harvard-study-shows-jab-more-dangerous-than-covid/
[27] https://dailysceptic.org/2022/09/12/covid-vaccine-destroys-natural-immunity-nejm-study-shows/
[2] https://www.dailywire.com/news/this-years-emmy-awards-viewership-hit-a-new-record-low
[2] https://www.theguardian.com/world/2022/sep/14/end-of-covid-pandemic-in-sight-says-world-health-organization
[1] https://thecountersignal.com/denmark-bans-covid-jab-for-most-people-under-50/
[1] https://twitter.com/hardhatbeast/status/1569960258855919616/video/1
[1] https://twitter.com/govtimwalz/status/1569452609261678594
[1] https://www.dailymail.co.uk/news/article-11204527/Police-insist-people-right-protest-Royal-Family-period-national-mourning.html

Top URLs in Tweet in G3:
[4] https://www.vtv.gob.ve/dia-913-lucha-covid-14092022/
[3] https://www.vtv.gob.ve/dia-911-lucha-covid-12092022/
[2] https://www.youtube.com/watch?v=grg7zSGkAG0&feature=youtu.be

[2] https://www.youtube.com/watch?v=rpeZM8xbaCE&feature=youtu.be

[2] https://ultimasnoticias.com.ve/noticias/mundo/oms-el-fin-de-la-pandemia-del-covid-19-esta-a-la-vista/
[2] https://venezuela-news.com/venezuela-registro-41-nuevos-casos-covid-19-en-las-ultimas-24-horas/
[1] https://venezuela-news.com/dia-913-pandemia-venezuela-57-nuevos-casos-ningun-fallecimiento-covid-19/
[1] https://vm.tiktok.com/ZMF1r22rG/
[1] https://www.dailymotion.com/video/x8dnbur
[1] https://www.vtv.gob.ve/dia-910-lucha-covid-11092022/

Top URLs in Tweet in G4:
[1] https://twitter.com/La_Plataforma_1/status/1568852361367494657

Top URLs in Tweet in G5:
[3] https://www.cbc.ca/news/health/omicron-immunity-canada-covid-19-infection-vaccines-1.6581745
[2] https://www.express.co.uk/life-style/health/1668227/covid-cases-uk-symptoms-sore-throat-headache
[2] https://www.theguardian.com/world/2022/aug/23/twice-as-many-people-died-with-covid-in-uk-this-summer-compared-with-2021?CMP=share_btn_tw
[2] https://www.redbubble.com/i/throw-pillow/Schizoaffective-by-chebungo/74736275.5X2YF
[2] https://www.youtube.com/watch?v=z5RoGe9Wi5s&feature=youtu.be

[2] https://thecorporatemagazine.com/new-zealand-lifted-most-covid-restrictions-as-the-worry-reduced/
[2] https://content-app.com/?action=leadgen&id=NjY1MyMjIyNodHRwczovL3d3dy5zY2llbmNlbmV3cy5vcmcvYXJ0aWNsZS9wYW5kZW1pYy1saXZpbmctZGlzdG9ydHMtdGltZS1zZW5zZQ&is_product=0
[2] https://21stcentury.africa/koo/never-been-arrested-wont-be-show-me-an-ob-number-defiant-nairobi-senator-johnson-sakaja-has-denied-being-arrested-at-a-nairobi-bar-for-flouting-covid-19-curfew-order-even-as-video-emer/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[2] https://www.youtube.com/watch?v=USKDUvKmN5Q&feature=youtu.be

[2] https://www.nytimes.com/2022/09/15/opinion/covid-booster-shot.html

Top URLs in Tweet in G6:
[3] https://www.webmd.com/lung/news/20200422/most-covid-19-patients-placed-on-ventilators-died-new-york-study-shows#1
[2] https://twitter.com/jeffreyatucker/status/1570227635082661888
[2] https://brownstone.org/articles/stop-vaccinating-children-for-covid/
[2] https://www.washingtonpost.com/technology/2022/08/25/twitter-factual-covid-info-labeled-misinformation/
[2] https://justthenews.com/politics-policy/coronavirus/one-size-fits-all-covid-booster-policy-undermined-us-uk-government?utm_source=sf&utm_medium=social&utm_campaign=twjs
[1] https://childrenshealthdefense.org/defender/federation-of-state-medical-boards-covid-misinformation/
[1] https://childrenshealthdefense.org/defender/covid-vaccine-mandate-college-students-unethical-et/
[1] https://childrenshealthdefense.org/defender/bill-gates-indian-government-lawsuit-snehal-lunawat-death-astrazeneca-vaccine/
[1] https://childrenshealthdefense.org/defender/mrna-covid-vaccine-vials-data-leak-cola/
[1] https://childrenshealthdefense.org/defender/rockefeller-foundation-nonprofits-behavioral-psychology-covid-vaccines/

Top URLs in Tweet in G7:
[1] https://www.canada.ca/content/dam/phac-aspc/documents/services/immunization/national-advisory-committee-on-immunization-naci/guidance-covid-19-vaccines-individuals-pregnant-breastfeeding.pdf
[1] https://community.covidvaccineinjuries.com/chrystal-hopkins-miscarriage-severe-adverse-reactions-to-covid-vaccine/
[1] https://www.cureus.com/articles/111851-regular-use-of-ivermectin-as-prophylaxis-for-covid-19-led-up-to-a-92-reduction-in-covid-19-mortality-rate-in-a-dose-response-manner-results-of-a-prospective-observational-study-of-a-strictly-controlled-population-of-88012-subjects

Top URLs in Tweet in G8:
[12] https://www.theatlantic.com/health/archive/2022/09/long-covid-brain-fog-symptom-executive-function/671393/
[8] https://www.thelancet.com/infographics-do/covid-19-commission-2022
[4] https://nationalpost.com/opinion/opinion-draconian-covid-measures-were-a-mistake-lets-not-repeat-them?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1663150919
[3] https://www.healthdata.org/news-release/who-least-17-million-people-who-european-region-experienced-long-covid-first-two-years
[2] https://www.thelancet.com/journals/lancet/article/PIIS0140-6736(22)01585-9/fulltext
[2] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Faction%2FshowPdf%3Fpii%3DS0140-6736%252820%252932662-3&rc=0
[2] https://www.who.int/europe/news/item/30-08-2022-life-as-a-young-person-with-long-covid---you-go-through-so-many-phases-of-up-and-down--it-s-like-being-on-a-rollercoaster-forever
[2] https://www.who.int/news/item/15-09-2022-who-responds-to-the-lancet-covid-19-commission
[2] https://www.npr.org/sections/goatsandsoda/2022/09/07/1121599445/so-you-havent-caught-covid-yet-does-that-mean-youre-a-superdodger?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[1] https://www.politico.com/news/2022/09/14/global-covid-pandemic-response-bill-gates-partners-00053969

Top URLs in Tweet in G9:
[7] https://www.theguardian.com/commentisfree/2022/sep/15/australians-might-be-living-with-covid-but-aged-care-residents-are-still-dying-with-it-where-is-the-outrage-and-grief?CMP=Share_iOSApp_Other
[6] https://www.tagesschau.de:443/ausland/europa/who-europa-long-covid-101.html
[2] https://theconversation.com/imagining-covid-is-like-the-flu-is-cutting-thousands-of-lives-short-its-time-to-wake-up-190545?utm_source=twitter&utm_medium=bylinetwitterbutton
[2] https://www.aerzteblatt.de/nachrichten/137387/Studie-weist-auf-grosse-Bedeutung-psychologischer-Faktoren-bei-Post-COVID-hin
[2] https://www.keranews.org/health-wellness/2022-09-12/houston-researchers-find-your-heart-arteries-may-play-a-role-in-long-covid
[2] https://www.skynews.com.au/australia-news/politics/video-surfaces-of-teal-independent-mp-dr-monique-ryan-flouting-her-own-rules-to-put-on-your-masks-amid-calls-for-covid-summit/news-story/152a0a45a1471bad9d7f10aabab11353
[2] https://www.abc.net.au/news/2022-07-25/covid-19-stats-australia-death-rate-high/101266098
[2] https://theconversation.com/another-new-covid-variant-is-spreading-heres-what-we-know-about-omicron-ba-4-6-189939
[1] https://www.thelancet.com/action/showPdf?pii=S0140-6736%2822%2901585-9
[1] https://www.berliner-zeitung.de/news/neuseeland-hebt-fast-alle-corona-massnahmen-auf-jacinda-ardern-maskenpflicht-testpflicht-zero-covid-li.266216

Top URLs in Tweet in G10:
[6] https://studyfinds.org/children-with-covid-blood-vessel-damage/
[5] https://tags.news.com.au/prod/newskey/generator.html?origin=https%3a%2f%2fwww.bodyandsoul.com.au%2fhealth%2furologist-on-why-covid-can-shrink-your-penis%2fnews-story%2f38f9933dac6ef13e9c7a9222075d4ed3&16454167051482862148
[4] https://mainichi.jp/english/articles/20220607/p2a/00m/0na/028000c
[3] https://www.euronews.com/next/2022/03/15/long-covid-has-been-found-in-1-in-4-symptomatic-children-a-new-study-finds-what-are-the-sy
[3] https://www.news-medical.net/news/20220911/Long-COVID-linked-to-persistence-of-SARS-CoV-2-spike-protein-in-blood.aspx
[2] https://www.vice.com/en/article/jgmb97/covid-19-testicles-damage
[2] https://www.livemint.com/science/health/covid-can-damage-testicles-lower-sex-drive-study-on-how-coronavirus-can-affect-fertility-among-men-11645695018789.html
[2] https://www.upi.com/Health_News/2022/09/06/low-testosterone-COVID-19/4231662474258/
[2] https://www.jpost.com/health-science/covid-19-could-cause-infertility-new-israeli-study-644767
[2] https://www.legalreader.com/children-can-develop-severe-hepatitis-following-covid-infection/

Top Domains
Top Domains in Tweet in Entire Graph:
[361] twitter.com
[110] theflstandard.com
[62] youtube.com
[59] substack.com
[58] dailysceptic.org
[34] theguardian.com
[34] com.au
[31] co.uk
[28] casaitaliaradio.com
[26] theatlantic.com

Top Domains in Tweet in G1:
[85] twitter.com
[28] casaitaliaradio.com
[16] com.br
[7] apnews.com
[6] theepochtimes.com
[6] youtube.com
[6] childrenshealthdefense.org
[5] co.uk
[5] nytimes.com
[5] politico.com

Top Domains in Tweet in G2:
[90] theflstandard.com
[27] dailysceptic.org
[2] dailywire.com
[2] twitter.com
[2] theguardian.com
[1] thecountersignal.com
[1] co.uk

Top Domains in Tweet in G3:
[10] gob.ve
[4] youtube.com
[3] venezuela-news.com
[3] dailymotion.com
[2] com.ve
[1] tiktok.com
[1] twitter.com

Top Domains in Tweet in G4:
[1] twitter.com

Top Domains in Tweet in G5:
[8] twitter.com
[6] youtube.com
[3] co.uk
[3] cbc.ca
[2] theguardian.com
[2] redbubble.com
[2] thecorporatemagazine.com
[2] content-app.com
[2] 21stcentury.africa
[2] nytimes.com

Top Domains in Tweet in G6:
[5] childrenshealthdefense.org
[5] twitter.com
[3] webmd.com
[3] brownstone.org
[3] justthenews.com
[2] theguardian.com
[2] theepochtimes.com
[2] washingtonpost.com
[1] reformer.com
[1] axios.com

Top Domains in Tweet in G7:
[1] canada.ca
[1] covidvaccineinjuries.com
[1] cureus.com

Top Domains in Tweet in G8:
[15] theatlantic.com
[13] thelancet.com
[8] twitter.com
[6] who.int
[5] nationalpost.com
[3] healthdata.org
[2] elsevierhealth.com
[2] npr.org
[2] independent.ie
[1] politico.com

Top Domains in Tweet in G9:
[7] theguardian.com
[6] net.au
[6] tagesschau.de
[4] theconversation.com
[3] aerzteblatt.de
[3] twitter.com
[2] keranews.org
[2] bmj.com
[2] com.au
[1] thelancet.com

Top Domains in Tweet in G10:
[6] twitter.com
[6] studyfinds.org
[5] com.au
[4] mainichi.jp
[3] euronews.com
[3] news-medical.net
[2] theguardian.com
[2] vice.com
[2] livemint.com
[2] upi.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[248] covid
[149] covid19
[103] covid_19
[87] longcovid
[73] 44818
[71] 44817
[54] coronavirus
[47] 44819
[46] poderpopularactivo
[45] prevención



Top Hashtags in Tweet in G1:
[46] covid
[31] news
[30] governo
[29] home
[28] casaitaliaradio
[28] webradio
[28] radio
[28] casa
[28] design
[28] politica

Top Hashtags in Tweet in G2:
[5] covid
[4] vaccin
[4] booster
[1] vaccinesideeffects
[1] pandemic
[1] timwalzlies
[1] bcpoli
[1] cdnpoli
[1] endthemandates
[1] greatreset

Top Hashtags in Tweet in G3:
[61] 9/13/2022 12:00:00 AM
[41] prevención
[40] 9/15/2022 12:00:00 AM
[40] poderpopularactivo
[38] expoferiairánvenezuela2022
[31] envideo
[20] venezuelamultiproductiva
[17] 9/14/2022 12:00:00 AM
[9] cojedes
[9] notisalud

Top Hashtags in Tweet in G4:
[19] noolvidamos
[1] apoyorocio12s
[1] apoyorocio13s

Top Hashtags in Tweet in G5:
[55] covid
[8] longcovid
[7] pandemic
[6] health
[5] coronavirus
[5] medicine
[4] vaccine
[4] doctor
[4] healthcare
[4] hospital

Top Hashtags in Tweet in G6:
[17] covid
[6] covid19
[2] covidisntover
[2] covidisairborne
[2] covidisnotover
[2] covid_19
[1] maga
[1] deathjab
[1] cdc
[1] monsanto

Top Hashtags in Tweet in G7:
[3] pregnant
[3] breastfeeding
[3] covidvaccination
[1] boostthebump

Top Hashtags in Tweet in G8:
[18] longcovid
[9] covid19
[4] covid
[4] longcovidkids
[3] un
[2] sdgs
[2] olderpeople
[2] rc72tlv
[2] brainfog
[2] twitterspace

Top Hashtags in Tweet in G9:
[10] longcovid
[6] who
[6] europa
[6] coronavirus
[3] covid19aus
[2] covidsummit
[2] auspol
[1] wearamask
[1] postcovid
[1] neurologie

Top Hashtags in Tweet in G10:
[8] longcovid
[2] larazon_es
[2] immunocompromised
[1] theyattackweamplify
[1] dontlookdown
[1] rehabilitation
[1] durchseuchung
[1] maskeauf
[1] asthmaticsatrisk
[1] covidpersistente

Top Words
Top Words in Tweet in Entire Graph:
[7242] covid
[1743] 19
[752] people
[614] vaccine
[547] long
[499] more
[333] one
[326] over
[313] días
[306] pandemic

Top Words in Tweet in G1:
[792] covid
[256] 19
[46] #covid
[41] more
[41] people
[38] vaccine
[34] più
[32] pandemic
[31] #news
[30] long

Top Words in Tweet in G2:
[172] covid
[113] vaccine
[92] study
[91] janehughesmd
[91] more
[90] narrative
[90] collapses
[90] harvard
[90] shows
[90] jab

Top Words in Tweet in G3:
[206] covid
[202] 19
[92] venezuela
[71] vtvcanal8
[61] #13sep
[55] día
[54] nuevos
[52] casos
[46] contagio
[42] bioseguridad

Top Words in Tweet in G4:
[256] hoy
[256] días
[237] manuelrico
[171] hospital
[166] residentes
[163] gobierno
[161] ayuso
[160] aprobó
[160] protocolo
[160] impedía

Top Words in Tweet in G5:
[138] covid
[55] #covid
[46] 19
[31] tryangregory
[31] people
[29] more
[22] many
[18] infection
[18] disease
[17] still

Top Words in Tweet in G6:
[53] covid
[32] forced
[29] robertkennedyjr
[27] ventilators
[26] jeffreyatucker
[25] against
[25] those
[24] died
[24] people
[21] 88

Top Words in Tweet in G7:
[17] covid
[9] vikilovesfacs
[6] ianbrow06641140
[6] mainsmains3
[4] leonchi85271604
[4] death
[3] mpc_xetts
[3] seen
[3] cases
[3] increased

Top Words in Tweet in G8:
[120] covid
[64] brain
[57] fog
[46] long
[40] edyong209
[29] 19
[29] one
[28] thelancet
[27] pandemic
[26] schools

Top Words in Tweet in G9:
[179] covid
[59] mon4kooyong
[48] long
[45] summer
[29] variant
[26] year
[23] need
[23] omicron
[22] people
[22] remember

Top Words in Tweet in G10:
[188] covid
[78] meetjess
[53] kids
[39] men
[32] 19
[30] children
[30] didn
[26] one
[25] public
[24] long

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1676] covid,19
[439] long,covid
[233] manuelrico,hoy
[214] covid,vaccine
[173] días,gobierno
[160] gobierno,ayuso
[160] ayuso,aprobó
[160] aprobó,protocolo
[160] protocolo,impedía
[160] impedía,trasladar

Top Word Pairs in Tweet in G1:
[246] covid,19
[28] leggi,più
[28] più,#casaitaliaradio
[28] #casaitaliaradio,#webradio
[28] #webradio,#radio
[28] #radio,#casa
[28] #casa,#home
[28] #home,#design
[28] #design,#politica
[28] #politica,#interiordesign

Top Word Pairs in Tweet in G2:
[90] vaccine,narrative
[90] narrative,collapses
[90] collapses,harvard
[90] harvard,study
[90] study,shows
[90] shows,jab
[90] jab,more
[90] more,dangerous
[90] dangerous,covid
[89] janehughesmd,vaccine

Top Word Pairs in Tweet in G3:
[194] covid,19
[66] 19,venezuela
[41] #prevención,control
[41] control,covid
[41] 19,contención
[41] contención,mitigación
[41] mitigación,primera
[41] primera,controla
[41] controla,contagio
[41] contagio,evita

Top Word Pairs in Tweet in G4:
[233] manuelrico,hoy
[160] días,gobierno
[160] gobierno,ayuso
[160] ayuso,aprobó
[160] aprobó,protocolo
[160] protocolo,impedía
[160] impedía,trasladar
[160] trasladar,hospital
[160] hospital,residentes
[151] residentes,vulnerab

Top Word Pairs in Tweet in G5:
[42] covid,19
[14] frequent,disease
[13] long,covid
[8] very,telling
[8] telling,canadian
[8] canadian,media
[8] media,pick
[8] pick,two
[8] two,huge
[8] huge,stories

Top Word Pairs in Tweet in G6:
[22] forced,ventilators
[22] ventilators,died
[21] 88,those
[21] those,forced
[21] died,people
[21] people,fathers
[21] fathers,mothers
[21] mothers,grandfathers
[21] grandfathers,far
[21] far,younger

Top Word Pairs in Tweet in G7:
[6] ianbrow06641140,vikilovesfacs
[6] vikilovesfacs,mainsmains3
[4] leonchi85271604,ianbrow06641140
[3] update,those
[3] those,#pregnant
[3] #pregnant,#breastfeeding
[3] #breastfeeding,#covidvaccination
[3] #covidvaccination,recommended
[2] mpc_xetts,ianbrow06641140
[2] first,hand

Top Word Pairs in Tweet in G8:
[56] brain,fog
[37] long,covid
[27] covid,19
[21] fog,one
[19] one,common
[19] symptoms,long
[15] massive,global
[15] wrote,brain
[15] common,disabling
[15] disabling,symptoms

Top Word Pairs in Tweet in G9:
[42] long,covid
[22] remember,awful
[22] awful,last
[22] last,summer
[22] summer,summer
[22] summer,omicron
[22] omicron,covid
[22] covid,variant
[22] variant,emerges
[22] emerges,year

Top Word Pairs in Tweet in G10:
[32] covid,19
[18] long,covid
[18] think,covid
[17] meetjess,one
[16] quick,men
[16] men,men
[16] men,lives
[16] lives,more
[16] more,specifically
[16] specifically,those

Top Replied-To
Top Replied-To in Entire Graph:
@covid_parent
@mon4kooyong
@convomfs
@mildanalyst
@dfisman
@potus
@covid_1_9
@gouvcansante
@oklalp
@leonchi85271604

Top Replied-To in G2:
@txsalth2o
@paulmurphy_td
@janehughesmd
@theflateartherr

Top Replied-To in G4:
@manuelrico

Top Replied-To in G5:
@tryangregory
@gvendacopy
@cbcnews
@michi22mo
@oldyesbutwise
@maconholler
@the_brian_life
@uofg
@raoulruparel
@yonifreedhoff

Top Replied-To in G6:
@paulmitchell_ab
@francaisfarage
@karen_mollygog
@jamez19821
@geezerpaulr
@swaledalemutton
@5shezz4
@markmcan
@marcusfitzsimon
@gbnews

Top Replied-To in G7:
@leonchi85271604
@mpc_xetts
@angryfleas
@mon4kooyong
@jarbot15
@drmkry
@vikilovesfacs
@johnree58027351
@tingxiao7

Top Replied-To in G8:
@tigresseleanor
@paimadhu
@disnenchanted
@zoemontgomery66
@trishgreenhalgh
@eerdincus
@michealmartintd
@meghanor
@who_europe

Top Replied-To in G9:
@mon4kooyong
@ragesheen
@yash25571056
@tagesschau
@profmiketoole
@drericlevi
@gemmatognini
@bobepidemiology
@calirunnerdoc
@michaelryan756

Top Replied-To in G10:
@meetjess
@dgurdasani1
@alterivan1
@disabledbeing
@elizavetaka
@eckerleisabella
@behade20
@danieltheboone
@zerocovidzoe
@anyfile

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@janehughesmd
@meetjess
@jakeshieldsajj
@vtvcanal8
@mon4kooyong
@dfisman
@f_philippot
@benswann_
@edyong209

Top Mentioned in G1:
@vaccineflstate
@junko_in_sappro
@dissentw
@realtejasbala
@eldiario_net
@evefabiola33
@ryangil61425217
@regesmaia
@billobxnc
@dr_monate_

Top Mentioned in G2:
@janehughesmd
@newsnancy9
@lauralynntt
@commonsensemd1
@therealkeean
@emmakennytv
@txsalth2o
@79gunrunner
@hoedangebouw7
@govtimwalz

Top Mentioned in G3:
@vtvcanal8
@chiquitica302
@coromoto304
@jossyperez2525
@czgnb_trujillo
@josek
@brigadaschch
@yar17jad
@dg_psan
@gnbcmdtgral

Top Mentioned in G4:
@manuelrico
@fiscal_es
@mmoli588
@mediasetcom
@fabricatele
@maribel60780973
@pahula11

Top Mentioned in G5:
@tryangregory
@cbcnews
@loscharlos
@ubakaogbogu
@sharkawymd
@torontostar
@cp24
@globeandmail
@ctv
@globalnews

Top Mentioned in G6:
@robertkennedyjr
@jeffreyatucker
@renztom
@drmatthewsweet
@jsolomonreports
@profnfenton
@gbnews
@secdef
@twittersupport
@marksteynonline

Top Mentioned in G7:
@vikilovesfacs
@ianbrow06641140
@mainsmains3
@kstateturk
@atomskssanakan
@idunsdaughter
@barryjohnreid21
@skepticalmutant
@doom37455413
@jonathanhannah

Top Mentioned in G8:
@edyong209
@thelancet
@erictopol
@paimadhu
@tigresseleanor
@who_europe
@amandalhu
@gtconway3d
@jonathan_k_cook
@nationalpost

Top Mentioned in G9:
@mon4kooyong
@yash25571056
@ragesheen
@stohr_klaus
@bmj_latest
@dt_aerzteblatt
@rnbreakfast
@tagesschau
@daryltractor
@conversationedu

Top Mentioned in G10:
@meetjess
@dgurdasani1
@who
@hanolliver
@cathsterner
@apmalong
@zerocovidzoe
@podcastrespectr
@bebetterimagine
@doneford

Top Tweeters
Top Tweeters in Entire Graph:
@ptjasamarga
@infotextual
@guardiadigital
@elilustrativo
@andyvermaut
@rk70534
@chris_1791
@s9tmt
@unoticias
@vivacoid

Top Tweeters in G1:
@ptjasamarga
@infotextual
@guardiadigital
@elilustrativo
@andyvermaut
@adabagcompany
@ancalerts
@thedextazlab
@diariopanorama
@unionradionet

Top Tweeters in G2:
@tyrelle123
@emgfind
@orlandomicki
@dianewashr
@kimberly_kucera
@cadiedorange172
@poa_karlsson
@onijoseph
@realdailywire
@northonsixty1

Top Tweeters in G3:
@unoticias
@vtvcanal8
@lrrc2020
@ks7000
@mercede073
@cvcdvcptcabello
@gnb_pueblo
@yami2336
@_karenpnt
@valeria_gr76

Top Tweeters in G4:
@kieroirmeamarte
@mmoli588
@mirovira75
@caowentoh
@guillemcristo
@nabilu2
@69nueve
@pahula11
@sllopisortega
@mamvilo54

Top Tweeters in G5:
@rk70534
@katcapps
@globeandmail
@beefent
@blueravefinn
@forbes
@kelownascott
@torontostar
@jonathanotcher1
@hephaistos_ai

Top Tweeters in G6:
@s9tmt
@ndtv
@sdrkseid
@zeenews
@sinnersaint39
@mremmulp
@marcusfitzsimon
@beth0214skal
@julesserkin
@leoniedelt

Top Tweeters in G7:
@paulwiggins
@doritmi
@monstercoyliar
@ansgartodinson
@ram0667
@takethatct
@mcfunny
@breezergalway
@numbersmean
@angryfleas

Top Tweeters in G8:
@mig30m6
@meallyhen
@nationalpost
@fascinatorfun
@dragonfly34343
@catethetwaate
@ramyeonjpg
@nite0wl
@robinhadley1
@quatoria

Top Tweeters in G9:
@pckj3627
@limeylizzie
@ladypoop2
@msronnyb
@marypgkeating
@vikkik88
@tagesschau
@lynquest
@25mmcc
@darkmatterzine

Top Tweeters in G10:
@irishexaminer
@marypcbuk
@kevinpascoe
@daisybelll
@jagxjr40
@paolimichele
@kim_crawley
@mlgg2
@edbobgreen
@msronniedorsey


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