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COVID_2022-03-23_00-32-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 23, 2022
Short Description:
COVID via NodeXL https://bit.ly/3NbIntT
@cdcgov
@vet_dot
@himalayanhv
@risahoshinomd
@petralalamer
@us_fda
@pmoindia
@dawnsmission
@martinkulldorff
@alisons64339458

Top hashtags:
#covid
#covid19
#covid_19
#longcovid
#covidisnotover
#22mart2022
#44642
#prevención

Description:
Description
The graph represents a network of 11,311 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, 23 March 2022 at 07:43 UTC.

The requested start date was Wednesday, 23 March 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 Sunday, 20 March 2022 at 12:16 UTC to Tuesday, 22 March 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 : 11311
Unique Edges : 6362
Edges With Duplicates : 11425
Total Edges : 17787
Number of Edge Types : 5
Mentions : 2377
Retweet : 5156
MentionsInRetweet : 6015
Tweet : 2992
Replies to : 1247
Self-Loops : 3023
Reciprocated Vertex Pair Ratio : 0.00408298388876628
Reciprocated Edge Ratio : 0.00813276184196065
Connected Components : 3266
Single-Vertex Connected Components : 973
Maximum Vertices in a Connected Component : 1766
Maximum Edges in a Connected Component : 3879
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 10.179011
Graph Density : 7.11262738767243E-05
Modularity : 0.577967
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 11,311 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, 23 March 2022 at 07:43 UTC.

The requested start date was Wednesday, 23 March 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 Sunday, 20 March 2022 at 12:16 UTC to Tuesday, 22 March 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:
[19] https://www.dailymail.co.uk/health/article-10630753/Chaotic-death-recording-pandemic-mean-thousands-WRONGLY-blamed-Covid.html
[14] https://zeenews.india.com/india/covid-19-pandemic-ukraine-crisis-make-it-important-for-nation-to-be-self-reliant-pm-narendra-modi-2446712.html
[10] https://www.lung.org/blog/covid-masks
[9] https://www.ft.com/content/b4bf71b1-0b60-41fd-b445-ce13379a270c
[9] https://www.wsj.com/articles/ivermectin-didnt-reduce-covid-19-hospitalizations-in-largest-trial-to-date-11647601200
[8] https://www.theguardian.com/world/2022/mar/21/uk-covid-case-numbers-no-particular-cause-for-concern-says-javid
[7] https://www.dailymail.co.uk/news/article-10638005/amp/Covid-fraud-cost-TWICE-Black-Wednesday-Data-shows-11-8bn-lost-support-schemes.html
[7] https://www.standard.co.uk/news/uk/covid-londoners-infected-virus-rise-variant-latest-daily-figures-today-b989132.html
[6] https://www.wsj.com/articles/healthy-children-dont-need-covid-vaccines-florida-surgeon-general-recommend-school-11647803711
[6] https://miamistandard.news/2022/02/15/two-teen-boys-found-dead-in-bed-3-4-days-after-receiving-second-dose-of-pfizer-covid-19-vaccine/

Top URLs in Tweet in G1:
[5] https://naturesrealhealth.blogspot.com/2022/03/one-mans-war-to-conquer-ukrainians-as.html
[3] https://www.diariocontraste.com/2022/03/julio-castro-no-se-ha-comprobado-que-la-combinacion-de-diferentes-esquemas-de-vacunacion-contra-la-covid-19-de-mas-inmunidad/
[2] https://grandesmedios.com/vitamina-c-en-covid-19/
[2] https://www.theatlantic.com/health/archive/2022/03/flu-shot-covid-vaccine-mandates/627104/
[2] https://report24.news/biontech-antwortet-pathologen-covid-impfstoff-verbleibt-nicht-an-einstichstelle/?feed_id=12474
[2] https://www.upi.com/Top_News/World-News/2022/03/21/hongkong-covid-19-flight-ban-quarantine-restrictions-lifted/9501647850827/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.theguardian.com/world/2022/mar/21/nhs-rollout-second-covid-booster-jab-begins-in-england
[2] http://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/coronavirus-booster-vaccine/
[2] https://www.forbes.com/sites/forbescoachescouncil/2022/03/21/five-remedies-to-disrupt-the-covid-19-comfort-zone/?utm_source=dlvr.it&utm_medium=twitter
[2] https://monkeyviral.com/some-states-pull-back-on-daily-covid-reporting/

Top URLs in Tweet in G2:
[6] https://www.chroniclelive.co.uk/news/north-east-news/geordie-nurse-covid-baptism-fire-23399091
[4] https://www.theguardian.com/world/2022/mar/21/uk-covid-case-numbers-no-particular-cause-for-concern-says-javid
[2] https://www.standard.co.uk/comment/living-with-covid-omicron-nhs-a-and-e-dr-daniel-goyal-b989475.html
[1] https://www.mirror.co.uk/news/politics/more-1500-nhs-care-workers-24536105
[1] https://www.thetimes.co.uk/article/covid-in-scotland-airports-say-nicola-sturgeon-made-pandemic-problems-worse-xc8lk0xjl
[1] https://www.thetimes.co.uk/article/where-did-the-covid-business-support-money-go-zw6nzzwbv
[1] https://www.theguardian.com/world/2022/feb/21/covid-cost-cutting-will-put-blinkers-on-our-best-covid-research
[1] https://www.standard.co.uk/comment/living-with-covid-omicron-nhs-a-and-e-dr-daniel-goyal-b989475.html?utm_medium=Social&utm_source=Twitter#Echobox=1647865058-2
[1] https://shop.everydoctor.org.uk/
[1] https://news.sky.com/story/covid-19-spring-booster-jabs-to-be-offered-to-millions-of-vulnerable-people-in-england-12570906?dcmp=snt-sf-twitter

Top URLs in Tweet in G3:
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Feand.co%2Fif-you-thought-covid-was-over-congratulations-youre-an-idiot-3ee89501df92%3Fsource%3Dsocial.tw
[3] https://news.sky.com/story/covid-19-cases-up-nearly-50-week-on-week-as-expert-accuses-ministers-of-wanting-to-get-rid-of-data-and-move-on-12566355
[1] https://twitter.com/wsbgnl/status/1505814009722798081
[1] https://www.reuters.com/business/healthcare-pharmaceuticals/who-says-rise-covid-cases-is-just-tip-iceberg-2022-03-16/
[1] https://www.cnbc.com/2022/03/20/shanghai-disney-to-close-starting-monday-amid-covid-outbreak-in-china.html
[1] https://twitter.com/drericding/status/1505678879830290434
[1] https://nymag.com/intelligencer/2020/03/why-was-it-so-hard-to-raise-the-alarm-on-coronavirus.html
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Feand.co%2Fif-you-thought-covid-was-over-congratulations-youre-an-idiot-3ee89501df92
[1] https://www.itv.com/news/westcountry/2022-03-22/staff-with-covid-able-to-work-in-somerset-care-homes-in-exceptional-cases
[1] https://www.bbc.co.uk/news/uk-england-devon-60818824

Top URLs in Tweet in G4:
[4] https://www.icmr.gov.in
[1] https://bit.ly/3u9rW8K
[1] https://buff.ly/3H4TMaR
[1] https://wirepoints.org/a-stunning-miscalculation-cdc-cuts-nations-reported-child-covid-deaths-by-nearly-25-percent-wirepoints-quickpoint/?fbclid=IwAR2-T_VPNcPBGhdXfm_TIS29c0C3EYR-TlurPkywuJ608O7CTkV2F_6Rz1I
[1] https://indianexpress.com/article/india/new-health-law-draft-four-tier-system-clearly-defined-powers-7828695/
[1] https://twitter.com/lthomasnews/status/1505707002751852544
[1] https://captajitvadakayil.in/2022/03/21/vadakayil-on-who-cdc-fda-shifted-goal-posts-before-unleashing-lab-made-covid-virus-on-the-planet-poll/
[1] https://www.mcgill.ca/oss/article/covid-19/debilitating-puzzle-box-long-covid
[1] https://twitter.com/careers360/status/1505873858150158348
[1] https://www.mcmasterforum.org/docs/default-source/product-documents/living-evidence-syntheses/covid-19-living-evidence-synthesis-8.7---what-is-the-effectiveness-of-available-covid-19-vaccines-for-children-and-adolescents-including-variants-of-concern.pdf?sfvrsn=77c144ec_7

Top URLs in Tweet in G5:
[1] https://andalucia.podemos.info/2022/03/21/velarde-exige-a-moreno-bonilla-que-no-se-esconda-y-de-explicaciones-ante-los-casos-de-corrupcion-que-afectan-al-pp-andaluz/

Top URLs in Tweet in G6:
[1] https://dailycaller.com/2022/03/18/cdc-data-kids-pediatric-covid-coronavirus-deaths/
[1] https://www.businessinsider.com/uk-covid-19-vaccine-caused-womans-death-coroner-rules-2022-3
[1] https://www.theepochtimes.com/cdc-removes-24-percent-of-child-covid-19-deaths-thousands-of-others_4345083.html?utm_source=ref_share&utm_campaign=tw&rs=SHRFLRZW?utm_source=ref_share&utm_campaign=tw&rs=SHRFLRZW

Top URLs in Tweet in G7:
[6] https://www.dailymail.co.uk/health/article-10630753/Chaotic-death-recording-pandemic-mean-thousands-WRONGLY-blamed-Covid.html
[3] https://www.wsj.com/articles/healthy-children-dont-need-covid-vaccines-florida-surgeon-general-recommend-school-11647803711
[3] https://www.telegraph.co.uk/news/2022/03/20/airbrushing-childrens-lockdown-experiences-covid-inquiry-shocking/
[2] https://nypost.com/2022/03/20/new-york-about-to-surpass-70000-covid-19-deaths/?utm_source=NYPTwitter&utm_medium=SocialFlow&utm_campaign=SocialFlow
[2] https://www.surveymonkey.com/r/covidearlytreatment
[1] https://nypost.com/2022/03/19/china-reports-first-covid-death-in-a-year/?utm_medium=SocialFlow&utm_campaign=SocialFlow&utm_source=NYPTwitter
[1] https://www.thetimes.co.uk/article/36107ce4-a88a-11ec-8da7-c2b9b8c9eee5?shareToken=446855b4895a9133405c608a60806ea6
[1] https://twitter.com/drhoenderkamp/status/1505474055197147139
[1] https://www.frontiersin.org/articles/10.3389/fpubh.2022.847658/full
[1] https://www.foxnews.com/politics/kamala-harris-92-days-mexico-border-visit-central-america-covid

Top URLs in Tweet in G8:
[9] https://www.ft.com/content/b4bf71b1-0b60-41fd-b445-ce13379a270c
[3] https://www.city-journal.org/why-science-writers-do-not-report-objectively-on-covids-origins#.YjeYWrSRwYE.twitter
[2] https://www.theblaze.com/op-ed/horowitz-more-vaers-reported-vaccine-deaths-in-our-military-than-covid-deaths
[1] https://www.youtube.com/watch?v=YJszvhCNT_w&feature=youtu.be

[1] https://justthenews.com/accountability/cancel-culture/predetermined-mainstream-scientists-blame-media-big-tech-squelching
[1] https://justthenews.com/nation/free-speech/scientists-academics-brainstorm-overcoming-censorship-covid-dissent
[1] https://fortune.com/2021/04/01/its-official-vaccinated-people-dont-transmit-covid-19/
[1] https://covid19criticalcare.com/wp-content/uploads/2022/03/FLCCC-Statement-on-Marik-VA-Resolution.docx.pdf
[1] https://www.youtube.com/watch?app=desktop&v=RaLxhFiOBYk
[1] https://twitter.com/nathaliejacoby1/status/1505251866350862338

Top URLs in Tweet in G9:
[1] https://www.leparisien.fr/societe/sante/covid-19-les-francais-auront-les-vagues-quils-meritent-estime-le-pr-gilles-pialoux-21-03-2022-CGIQDGCTWJGLZLPGJH72GRU4SQ.php
[1] https://www.foxnews.com/politics/fauci-warns-americans-could-face-more-lockdowns-amid-spread-of-new-covid-19-variant
[1] https://qg.media/2022/03/21/tribune-le-senat-a-t-il-peur-de-connaitre-les-consequences-de-la-vaccination-massive-de-la-population/
[1] https://france3-regions.francetvinfo.fr/auvergne-rhone-alpes/rhone/lyon/levothyrox-la-cour-de-cassation-rejette-le-pourvoi-de-merck-et-confirme-le-defaut-d-information-et-le-prejudice-moral-pour-les-patients-2500369.html
[1] https://lepointcritique.fr/2022/03/09/ivermectine-de-la-darpa-a-buckingham-jusquou-ira-le-scandale/
[1] https://twitter.com/BelliqueuseP/status/1503974349820284935
[1] https://www.leparisien.fr/societe/sante/au-coeur-du-labo-qui-etudie-le-covid-long-le-scenario-catastrophe-serait-daboutir-a-une-vague-dinfertilite-sur-terre-21-03-2022-SWHV7IOUDVH3XH5ZHQUT7HMFLQ.php

Top URLs in Tweet in G10:
[10] https://www.lung.org/blog/covid-masks
[5] https://www.standard.co.uk/news/uk/covid-londoners-infected-virus-rise-variant-latest-daily-figures-today-b989132.html
[2] https://www.nih.gov/news-events/news-releases/mandatory-masking-schools-reduced-covid-19-cases-during-delta-surge?utm_source=dlvr.it&utm_medium=twitter
[2] https://news.err.ee/1608539224/hospitals-treating-210-for-severe-covid-five-people-die
[2] https://www.bloomberg.com/news/articles/2022-03-21/the-future-of-boosters-is-somewhere-between-unnecessary-and-urgent?utm_campaign=socialflow-organic&utm_content=business&utm_source=twitter&cmpid=socialflow-twitter-business&utm_medium=social
[2] https://hongkongfp.com/2022/03/21/breaking-hong-kong-to-scrap-covid-flight-bans-from-april-1-in-person-classes-to-resume-april-19-earliest/
[2] https://www.rte.ie/news/ireland/2022/0320/1287411-remembrance-ceremony/
[1] https://www.nytimes.com/2022/03/22/health/alcohol-deaths-covid.html?referringSource=articleShare
[1] https://nyti.ms/3qpjYHq
[1] https://nyti.ms/3ItsStQ

Top Domains
Top Domains in Tweet in Entire Graph:
[315] twitter.com
[136] co.uk
[40] youtube.com
[37] wsj.com
[31] nytimes.com
[26] theguardian.com
[22] com.br
[19] bit.ly
[17] india.com
[15] theepochtimes.com

Top Domains in Tweet in G1:
[103] twitter.com
[26] co.uk
[14] com.br
[8] blogspot.com
[8] wsj.com
[7] elpolitico.com
[6] nytimes.com
[6] theepochtimes.com
[5] lg.jp
[5] youtube.com

Top Domains in Tweet in G2:
[13] co.uk
[5] theguardian.com
[4] twitter.com
[1] org.uk
[1] sky.com
[1] washingtonpost.com
[1] ft.com
[1] gov.uk
[1] iea.org
[1] com.au

Top Domains in Tweet in G3:
[5] medium.com
[3] twitter.com
[3] sky.com
[2] co.uk
[2] cdc.gov
[2] gov.uk
[1] reuters.com
[1] cnbc.com
[1] nymag.com
[1] itv.com

Top Domains in Tweet in G4:
[6] gov.in
[2] twitter.com
[1] bit.ly
[1] buff.ly
[1] wirepoints.org
[1] indianexpress.com
[1] captajitvadakayil.in
[1] mcgill.ca
[1] mcmasterforum.org
[1] theatlantic.com

Top Domains in Tweet in G5:
[1] podemos.info

Top Domains in Tweet in G6:
[1] dailycaller.com
[1] businessinsider.com
[1] theepochtimes.com

Top Domains in Tweet in G7:
[10] co.uk
[3] nypost.com
[3] wsj.com
[2] foxnews.com
[2] surveymonkey.com
[1] twitter.com
[1] frontiersin.org
[1] businessinsider.com

Top Domains in Tweet in G8:
[9] ft.com
[3] city-journal.org
[2] theblaze.com
[2] youtube.com
[2] justthenews.com
[1] fortune.com
[1] covid19criticalcare.com
[1] twitter.com

Top Domains in Tweet in G9:
[2] leparisien.fr
[1] foxnews.com
[1] qg.media
[1] francetvinfo.fr
[1] lepointcritique.fr
[1] twitter.com

Top Domains in Tweet in G10:
[10] lung.org
[6] co.uk
[5] nytimes.com
[4] rte.ie
[4] nih.gov
[3] nyti.ms
[3] twitter.com
[3] bloomberg.com
[2] forbes.com
[2] err.ee

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[313] covid
[185] covid19
[78] covid_19
[54] longcovid
[35] covidisnotover
[35] 22mart2022
[28] 44642
[22] prevención
[18] mckinsey
[17] imarishajamii



Top Hashtags in Tweet in G1:
[55] covid
[34] covid19
[7] news
[6] covid_19
[5] coronavirus
[5] travel
[4] omicron
[4] ukraine
[4] corona
[4] 3/21/2022 12:00:00 AM

Top Hashtags in Tweet in G2:
[21] covid
[5] johnsonout
[5] covidisnotover
[3] covid19
[2] javid
[2] wearamask
[2] toriesunfittogovern
[2] lbc
[2] idiocracy
[2] cheshire

Top Hashtags in Tweet in G3:
[11] longcovid
[8] covid19
[7] covid
[7] covidisnotover
[4] coronavirusuk
[4] covid19uk
[4] wearamask
[1] torbay
[1] devon
[1] hospitals

Top Hashtags in Tweet in G4:
[8] upscextraattempt
[7] sscgiveusattempt
[7] covidcompensatoryattemptforall
[6] secunderabad
[5] covid19
[4] indianarmy
[4] kupwara
[4] amritmahotsav
[3] evidence
[3] 2compensatoryattempt4all

Top Hashtags in Tweet in G5:
[15] noolvidamos

Top Hashtags in Tweet in G8:
[2] toddlermaskmandate
[1] covidvaccine

Top Hashtags in Tweet in G9:
[11] ivermectine
[6] covid_19
[4] pialoux
[3] fauci
[1] scandalesanitaire
[1] verandemission
[1] covid
[1] soignantssuspendus
[1] verancharlatan

Top Hashtags in Tweet in G10:
[3] covid19
[2] estonia
[1] researchfunding
[1] covid

Top Words
Top Words in Tweet in Entire Graph:
[7900] covid
[1809] 19
[1028] people
[464] more
[461] क
[383] deaths
[373] pandemic
[370] long
[352] over
[351] vaccine

Top Words in Tweet in G1:
[926] covid
[296] 19
[57] people
[55] #covid
[38] vaccine
[37] cases
[37] more
[35] pandemic
[35] over
[34] #covid19

Top Words in Tweet in G2:
[343] covid
[89] 19
[86] people
[75] sunak
[70] uk
[68] cases
[56] more
[51] government
[50] living
[49] help

Top Words in Tweet in G3:
[189] covid
[66] long
[36] people
[34] risahoshinomd
[33] over
[31] many
[25] health
[22] public
[22] drericding
[20] physician

Top Words in Tweet in G4:
[113] क
[87] covid
[80] र
[74] म
[44] स
[43] छ
[37] ल
[35] ज
[35] य
[34] 19

Top Words in Tweet in G5:
[165] días
[150] hoy
[136] manuelrico
[126] hospital
[122] gobierno
[122] residentes
[119] ayuso
[119] aprobó
[119] protocolo
[119] impedía

Top Words in Tweet in G6:
[122] covid
[100] people
[71] donaldjtrumpjr
[68] deaths
[67] mean
[67] hit
[67] busses
[67] shouldn
[67] considered
[34] 19

Top Words in Tweet in G7:
[129] covid
[55] gallery
[49] twitter
[40] ukraine
[39] nypost
[39] york
[38] story
[38] right
[37] banned
[37] keep

Top Words in Tweet in G8:
[101] covid
[92] people
[40] vaccine
[38] deaths
[38] data
[36] kimiversenshow
[36] need
[35] stop
[34] really
[34] calling

Top Words in Tweet in G9:
[99] covid
[54] ils
[38] f_philippot
[33] alors
[32] ans
[30] honte
[24] obligation
[24] comme
[23] mettent
[23] place

Top Words in Tweet in G10:
[70] covid
[27] people
[22] long
[22] mask
[21] infections
[21] 19
[21] wearing
[16] nytimes
[14] hospitals
[14] jfvandermeij

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1737] covid,19
[210] long,covid
[178] covid,deaths
[135] manuelrico,hoy
[133] covid,cases
[119] días,gobierno
[119] gobierno,ayuso
[119] ayuso,aprobó
[119] aprobó,protocolo
[119] protocolo,impedía

Top Word Pairs in Tweet in G1:
[287] covid,19
[27] contra,covid
[15] 19,pandemic
[14] positive,covid
[13] 19,vaccine
[13] long,covid
[11] covid,test
[9] covid,cases
[8] casos,covid
[8] during,covid

Top Word Pairs in Tweet in G2:
[89] covid,19
[47] cost,living
[37] covid,cases
[34] rishi,sunak
[34] hospitalisations,deaths
[29] cases,hospitalisations
[26] 19,cases
[25] uk,government
[25] sajid,javid
[23] sunak,wrote

Top Word Pairs in Tweet in G3:
[36] long,covid
[23] covid,over
[22] public,health
[14] gaslit,friends
[14] friends,family
[14] family,covid
[14] year,old
[13] over,physician
[13] physician,working
[13] working,public

Top Word Pairs in Tweet in G4:
[34] covid,19
[29] त,र
[28] र,क
[28] क,म
[27] क,स
[26] छ,त
[25] क,छ
[18] upsc,ssc
[18] army,क
[18] म,ग

Top Word Pairs in Tweet in G5:
[135] manuelrico,hoy
[119] días,gobierno
[119] gobierno,ayuso
[119] ayuso,aprobó
[119] aprobó,protocolo
[119] protocolo,impedía
[119] impedía,trasladar
[119] trasladar,hospital
[119] hospital,residentes
[114] residentes,vulnerab

Top Word Pairs in Tweet in G6:
[67] mean,people
[67] people,hit
[67] hit,busses
[67] busses,shouldn
[67] shouldn,considered
[67] considered,covid
[67] covid,deaths
[66] donaldjtrumpjr,mean
[34] covid,19
[15] jen,psaki

Top Word Pairs in Tweet in G7:
[37] twitter,banned
[37] banned,nypost
[37] nypost,story
[37] story,covid
[37] covid,right
[37] right,keep
[37] keep,watching
[37] watching,ukraine
[37] ukraine,york
[37] york,times

Top Word Pairs in Tweet in G8:
[34] people,really
[34] really,need
[34] need,stop
[34] stop,calling
[34] calling,others
[34] others,anti
[34] anti,vaxx
[34] vaxx,vaccine
[34] vaccine,skeptics
[34] skeptics,data

Top Word Pairs in Tweet in G9:
[31] f_philippot,ils
[23] ils,mettent
[23] mettent,place
[23] place,obligation
[23] obligation,vaccinale
[23] vaccinale,covid
[23] covid,comme
[23] comme,allemagne
[23] allemagne,veut
[23] veut,faire

Top Word Pairs in Tweet in G10:
[21] covid,19
[10] sars,cov
[10] organ,impairment
[10] american,lung
[10] lung,association
[10] association,states
[10] states,data
[10] data,supports
[10] supports,mask
[10] mask,wearing

Top Replied-To
Top Replied-To in Entire Graph:
@sophos_veritate
@fordnation
@ztpetrizzo
@safecommunity4
@nathaliejacoby1
@kirenrijiju
@dianaberrent
@robertbarnes542
@ootif
@lci

Top Replied-To in G1:
@iatselocal764

Top Replied-To in G2:
@cmo_england
@skynews
@jessicacheshi15
@agendaforreform
@lordmortefond
@jujuliagrace
@alisonpearsonsw
@zarahsultana
@uklabour
@reunion_partyuk

Top Replied-To in G3:
@dianaberrent
@risahoshinomd
@grahamoptional
@doctor_oxford
@aslavitt
@cdcgov
@edwardjdavey
@lopiloti
@mattfordmusic
@drericding

Top Replied-To in G4:
@kirenrijiju
@drsjaishankar
@kiranmartis9
@adarpoonawalla
@rajnathsingh
@ersatz_cook
@zi8s9rt18mfst7t
@dfisman
@swamy39

Top Replied-To in G5:
@manuelrico

Top Replied-To in G6:
@donaldjtrumpjr
@daviddunn177
@miguelsantostwt

Top Replied-To in G7:
@texansushi
@wearebackhome
@bryan_hawn
@nickadamsinusa

Top Replied-To in G8:
@eorganorgan
@autumnmandrake
@gutresolution
@laylagr54245631
@espositoforny

Top Replied-To in G9:
@jpm59fr
@pat_gareta
@ardechoise007
@f_philippot
@homosap60422481
@lnd1000

Top Replied-To in G10:
@kenkch1
@jfvandermeij
@jdking39
@john_tradesafe
@conwayskypala
@rtenews
@stefanoberto83
@doctinti
@unique_anonym
@business

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@tippotamus
@donaldjtrumpjr
@cha_myoung
@youarelobbylud
@martinkulldorff
@nypost
@jujuliagrace
@jayantrld
@f_philippot

Top Mentioned in G1:
@kerwatpam
@garysyms
@careapps
@fiatvoluntast10
@gordonf25790752
@alejand35999494
@shaurya20824961
@irishtimesbiz
@missrubyrousson

Top Mentioned in G2:
@jujuliagrace
@trishgreenhalgh
@sajidjavid
@danielgoyal
@david__osland
@implausibleblog
@cmo_england
@evonnetcurran
@patricia_hamill
@chrischirp

Top Mentioned in G3:
@risahoshinomd
@drericding
@dianaberrent
@borisjohnson
@withorpe
@drtomfrieden
@umairh
@doctor_oxford
@dave_democracy
@cdcgov

Top Mentioned in G4:
@pmoindia
@narendramodi
@pib_india
@who
@amitshah
@mohfw_india
@misabharti
@manojsinghkaka
@smritiirani
@nsitharaman

Top Mentioned in G5:
@manuelrico
@fiscal_es
@hzendal
@martinavelardeg
@idiazayuso

Top Mentioned in G6:
@donaldjtrumpjr
@drsimonegold
@dawnsmission
@sciencewdrdoug
@bia_agvr
@chicago1ray
@maryfrommarin
@fluffydogattack
@stellasplace1
@menagerietree

Top Mentioned in G7:
@nypost
@maajidnawaz
@nickadamsinusa
@jackposobiec
@msblairewhite
@katiefromtexas
@tonyhinton2016
@suec00k
@realdenisewelch
@sarahbeth345

Top Mentioned in G8:
@kimiversenshow
@chgefaell
@rmconservative
@richardgrenell
@chuckcallesto
@theeliklein
@thebradfordfile
@nickpye10
@garretkramer
@jsolomonreports

Top Mentioned in G9:
@f_philippot
@medecin___
@jpm59fr
@lmucchielli
@union_liberte
@simonmi46206904
@chestipali
@benerouproud
@borowskimike
@echabriere

Top Mentioned in G10:
@nytimes
@jfvandermeij
@wmhaseltine
@gab_h_r
@fitterhappieraj
@nih
@originalspin
@bipolarme81
@rtenews
@laoneill111

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@zazoomblog
@knewz_currently
@derick04kt1772
@the_news_diva
@detikcom
@jiocare
@robinsnewswire
@lacronologia

Top Tweeters in G1:
@zazoomblog
@knewz_currently
@robinsnewswire
@lacronologia
@tuitsugerido
@zyitegadgets
@medicinehelp
@neoinformes
@supertrinos
@andyvermaut

Top Tweeters in G2:
@roblwilson
@fiona_fionnagal
@skynews
@mrs_coyle
@imoanalothutchy
@hacketttom
@cmwheatley56
@sheelaghg
@peterdilworth1
@michaelrosenyes

Top Tweeters in G3:
@bannerite
@briangrnotabot
@tottenbill
@samlitzinger
@bbcnews
@starsparkle_uk
@jjohnson2u
@gastropoda
@lacaldojewelery
@cfraase

Top Tweeters in G4:
@aajtak
@khushi4justice
@rd54799715
@shahzebalvi4
@sheetaly
@privin07
@blacksheep_119
@amritabhinder
@pib_india
@imahishrivastav

Top Tweeters in G5:
@algonfdez
@enedina37049621
@mariaredondo18
@leoluchadora
@angel66336414
@anamaracrespo
@ladymoniquecoco
@el_otro_gallo
@sllopisortega
@marateresagils1

Top Tweeters in G6:
@misstozak
@ruthieredsox
@jeaniefaetroonj
@ttysontoni1
@chicago1ray
@sdoceansea
@maryfrommarin
@lfoxy23
@tmraye
@roxyferry

Top Tweeters in G7:
@nypost
@yvettehenson
@fatfei_
@katerobinson925
@ex_sm3
@linfield1641
@conrad62181449
@kstuck93
@jackposobiec
@shannonfortrump

Top Tweeters in G8:
@willsdarlin
@c_cgottlieb
@rigmatthew
@jillybeangibson
@weaverbirder
@kaydeeking
@af1_4_thedonald
@xonearth
@whotnaught
@rmconservative

Top Tweeters in G9:
@sonialavera
@lagrosta
@patureaumarie
@natpat6477
@lvassiliev
@gateta30
@serrurier5
@charivarii1
@philippe_dormoy
@orchideejaune87

Top Tweeters in G10:
@business
@nytimes
@lentejitas
@deus_ex_human
@theskibeagle
@rtenews
@bw
@robacooper
@originalspin
@alysonmetzger


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