COVID, Twitter, 4/2/2022 11:42:21 AM, 274174


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COVID_2022-04-02_00-18-02.xlsx
COVID_2022-04-02_00-18-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 02, 2022
Short Description:
COVID via NodeXL https://bit.ly/3uRpDHI
@chrischirp
@independentsage
@youtube
@oturisk
@cdcgov
@cryptopawn7
@gvdbossche
@spyvsspy20
@reicherstephen
@longcovidkids

Top hashtags:
#covid
#covid_19
#covid19
#bolsonaroday
#longcovid
#mckinseymacrongate
#44650
#pfizer

Description:
Description
The graph represents a network of 11,497 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 Saturday, 02 April 2022 at 07:32 UTC.

The requested start date was Saturday, 02 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, 2-minute period from Wednesday, 30 March 2022 at 12:17 UTC to Friday, 01 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 : 11497
Unique Edges : 6674
Edges With Duplicates : 11365
Total Edges : 18039
Number of Edge Types : 5
Retweet : 5173
MentionsInRetweet : 6167
Replies to : 1216
Mentions : 2350
Tweet : 3133
Self-Loops : 3160
Reciprocated Vertex Pair Ratio : 0.00343458194697864
Reciprocated Edge Ratio : 0.00684565194138411
Connected Components : 3330
Single-Vertex Connected Components : 957
Maximum Vertices in a Connected Component : 1655
Maximum Edges in a Connected Component : 3541
Maximum Geodesic Distance (Diameter) : 33
Average Geodesic Distance : 11.485154
Graph Density : 7.0734921076201E-05
Modularity : 0.586933
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 11,497 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 Saturday, 02 April 2022 at 07:32 UTC.

The requested start date was Saturday, 02 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, 2-minute period from Wednesday, 30 March 2022 at 12:17 UTC to Friday, 01 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:
[18] https://covid.gov/
[14] https://www.businessinsider.com/china-langfang-district-says-kill-covid-patients-pets-2022-3
[11] https://okdiario.com/investigacion/calvino-inyecto-pleno-confinamiento-963-000-ayudas-covid-empresa-marido-8560386
[8] https://www.soompi.com/article/1519551wpp/monsta-xs-hyungwon-tests-positive-for-covid-19
[7] https://timesofindia.indiatimes.com/india/1-5-crore-in-12-14-age-group-got-first-covid-dose-in-a-fortnight-says-govt/articleshow/90554144.cms
[6] https://www.theguardian.com/commentisfree/2022/mar/30/uk-near-record-covid-cases-three-myths-omicron-pandemic
[6] https://dailyexpose.uk/2022/03/30/distracted-russia-will-smith-uk-gov-data-92-percent-covid-deaths-vaccinated/
[6] https://pomagam.pl/tk3f2n7
[5] https://www.latimes.com/business/story/2022-03-31/sweden-covid-policy-was-a-disaster
[5] https://lecourrierdesstrateges.fr/2022/03/30/les-vaccins-contre-covid-deteriorent-le-systeme-immunitaire-et-provoquent-un-syndrome-dimmunodeficience-acquise-sida/

Top URLs in Tweet in G1:
[4] https://eduardogerman.com/2022/03/31/vizzotti-en-santiago-del-estero-el-virus-del-covid-19-no-va-a-desaparecer/
[3] https://apple.news/AFFr_K5FVRMqo17i0UgGMzA
[3] https://www.foxnews.com/politics/republicans-uncommon-cdc-teachers-union-school-reopening-guidance
[2] https://covid.gov/
[2] https://www.pinomerola.com/covid-agenas-resta-al-15-occupazione-reparti-cresce-in-7-regioni/
[2] https://twitter.com/larihuchak/status/1508932245666607105
[2] http://bit.ly/moorlands-econference
[2] https://twitter.com/business/status/1509119755847970823
[2] https://www.stocktitan.net/news/NRXP/i-spy-covid-trial-sponsored-by-quantum-leap-healthcare-collaborative-l22cmd13u838.html
[2] https://www.chroniclelive.co.uk/news/north-east-news/need-covid-test-visit-hospital-23553600

Top URLs in Tweet in G2:
[4] https://covid.gov/
[3] https://www.newsweek.com/joe-rogan-ivermectin-what-hes-said-1693591
[3] https://www.nytimes.com/2022/03/30/health/covid-ivermectin-hospitalization.html?referringSource=articleShare
[2] https://www.buzzfeednews.com/article/tannisthasinha/period-poverty-pandemic?utm_source=dynamic&utm_campaign=bfsharetwitter
[1] https://www.latimes.com/business/story/2022-03-31/sweden-covid-policy-was-a-disaster
[1] https://www.theguardian.com/us-news/2022/mar/30/us-cdc-drops-covid-warning-cruise-ship-travelers
[1] https://www.amnesty.org/en/latest/news/2020/12/spain-older-people-in-care-homes-abandoned-during-covid19-pandemic/
[1] https://www.hrw.org/news/2020/07/13/protecting-human-rights-covid-19-pandemic#
[1] https://www.latimes.com:443/business/story/2022-03-31/sweden-covid-policy-was-a-disaster
[1] https://twitter.com/DrEricDing/status/1509558565119352832

Top URLs in Tweet in G3:
[3] https://www.bbc.com/news/uk-england-shropshire-60919872
[2] https://gov.uk/
[1] https://www.gazettelive.co.uk/news/teesside-news/its-nothing-joke-about-dad-21396039
[1] https://www.gbnews.uk/news/brits-urged-to-keep-wearing-face-masks-because-of-high-covid-levels/262049
[1] https://www.england.nhs.uk/coronavirus/documents/update-to-policy-for-covid-19-treatments-for-highest-risk-non-hospitalised-patients-for-12-years-and-over/
[1] https://inews.co.uk/news/fixed-penalty-notice-what-partygate-covid-fines-explained-criminal-record-1545255
[1] https://www.bostonglobe.com/2022/03/07/metro/groups-hardest-hit-by-covid-19-appear-least-likely-get-care-its-lingering-effects/?p1=StaffPage
[1] https://www.gov.uk/government/news/government-sets-out-next-steps-for-living-with-covid
[1] https://magazine.ucsf.edu/we-thought-it-was-just-respiratory-virus
[1] https://twitter.com/EburyPublishing/status/1509462951744479235

Top URLs in Tweet in G4:
[4] https://www.livemint.com/science/health/worrisome-omicron-ba-2-can-be-as-severe-as-delta-shows-covid-lab-experiments-in-japan-read-here-11645272987477.html
[2] https://www.ctvnews.ca/health/coronavirus/risk-of-death-more-than-doubles-with-covid-19-and-flu-co-infection-study-suggests-1.5839815
[2] https://toronto.ctvnews.ca/ontario-has-entered-the-sixth-covid-19-wave-doctor-says-1.5840183?cid=sm:trueanthem:ctvnews:twittermanualpost&taid=6243ab04e07f3a000139e1fd&utm_campaign=trueAnthem:+New+Content+(Feed)&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/covid-19-deaths-jump-by-40-per-cent-but-cases-falling-globally-who-1.5840614?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=624449c91a9e390001f12aec&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://www.ottawapublichealth.ca/en/public-health-topics/novel-coronavirus.aspx?_mid_=32064#March-30-2022--Special-statement-from-Dr-Vera-Etches
[1] https://www.cbc.ca/news/canada/toronto/covid-ont-ltc-commission-1.5942776
[1] https://www.ottawapublichealth.ca/en/public-health-topics/novel-coronavirus.aspx#March-30-2022--Special-statement-from-Dr-Vera-Etches
[1] https://www.cbc.ca/news/health/covid-severity-who-1.6402531
[1] https://www.ctvnews.ca/w5/did-politics-muzzle-a-doctor-who-spoke-out-about-the-ontario-government-s-covid-19-response-1.5833284
[1] https://www.cp24.com/news/very-clear-ontario-is-in-6th-wave-of-covid-19-pandemic-driven-by-easing-restrictions-science-table-head-says-1.5840466

Top URLs in Tweet in G6:
[3] https://covid.gov/
[3] https://trib.al/ACkYyRO
[3] https://trib.al/2YvVCed
[2] https://www.wbur.org/npr/1089479051/4th-covid-vaccine-dose-fda
[1] https://www.politico.com/news/2022/03/28/global-covid-vaccines-usaid-funding-00020627
[1] https://absolutelymaybe.plos.org/2022/03/31/the-evidence-for-4th-doses-of-covid-vaccines-the-thorny-question-of-age-thresholds/
[1] https://n.pr/3LlJ16i
[1] https://www.sciencedirect.com/science/article/abs/pii/S027795362200257X
[1] https://www.nytimes.com/2022/03/30/us/covid-vaccine-testing-states.html
[1] https://apnews.com/article/covid-health-business-coronavirus-vaccine-medicaid-fbb66b72937f3517a5d3d1ba8840f339

Top URLs in Tweet in G7:
[3] https://www.theguardian.com/world/2022/apr/01/covid-infections-at-all-time-high-in-england-ons-data-reveals?CMP=twt_gu&utm_source=Twitter&utm_medium#Echobox=1648811998
[2] https://www.theguardian.com/commentisfree/2022/mar/30/uk-near-record-covid-cases-three-myths-omicron-pandemic
[2] https://www.thetimes.co.uk/article/92b46368-b0d0-11ec-8570-b43daaf58ea1?shareToken=04db5365bc13d8aaf83bb720f1be7ed0
[1] https://www.futuremedicine.com/doi/10.2217/fmb-2021-0285
[1] https://www.youtube.com/watch?v=xF6JPllNwhg&feature=youtu.be

[1] https://www.theguardian.com/world/2022/apr/01/covid-infections-at-all-time-high-in-england-ons-data-reveals?CMP=Share_iOSApp_Other
[1] https://www.theguardian.com/world/2022/apr/01/covid-infections-at-all-time-high-in-england-ons-data-reveals?utm_term=Autofeed&CMP=twt_b-gdnnews&utm_medium=Social&utm_source=Twitter#Echobox=1648812412
[1] https://twitter.com/dominicraab/status/1509425277029724165
[1] https://www.youtube.com/watch?v=Qoru9ULuXog&feature=youtu.be


Top URLs in Tweet in G8:
[1] https://www.thedailybeast.com/marine-sniper-andrew-sullivans-new-enemy-is-covid?via=newsletter&source=DDMorning
[1] https://elamerican.com/desantis-perfila-reeleccion-ventaja/?lang=es

Top URLs in Tweet in G9:
[2] https://www.reuters.com/business/healthcare-pharmaceuticals/pfizerbiontech-covid-vaccine-slashes-pediatric-hospitalization-risk-us-study-2022-03-30/
[1] https://twitter.com/MartinKulldorff/status/1508479558336581634
[1] https://twitter.com/MartinKulldorff/status/1509125861320146944
[1] https://www.newsweek.com/stanford-international-students-get-booster-face-deportation-opinion-1693073
[1] https://www.sfchronicle.com/bayarea/heatherknight/article/S-F-Millennial-was-fit-and-healthy-before-15857253.php
[1] https://www.aargauerwoche.ch/news/welche-risiken-bergen-die-covid-19-impfstoffe/
[1] https://twitter.com/fynn_fan/status/1508818472914100226

Top URLs in Tweet in G10:
[2] https://www.theguardian.com/world/2022/mar/31/why-are-so-many-people-in-england-getting-reinfected-with-covid-omicron
[2] https://www.theguardian.com/commentisfree/2022/mar/30/nhs-satisfaction-no-10-covid-pandemic
[2] https://trib.al/U4DvdCQ
[2] https://www.taxresearch.org.uk/Blog/2022/03/31/62269/
[1] https://theconversation.com/my-ten-year-old-is-now-eligible-for-a-covid-vaccine-should-i-get-them-immunised-180269
[1] https://news.sky.com/story/covid-dame-kate-bingham-reveals-early-fears-about-securing-vaccine-12579187
[1] https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/conditionsanddiseases/bulletins/coronaviruscovid19infectionsurveypilot/1april2022
[1] https://www.independent.co.uk/news/business/mcdonalds-tax-avoidance-covid-support-b2037535.html
[1] https://www.bbc.co.uk/news/uk-england-london-60878363
[1] https://trib.al/b69ORDW

Top Domains
Top Domains in Tweet in Entire Graph:
[351] twitter.com
[110] co.uk
[95] theguardian.com
[47] trib.al
[39] nytimes.com
[30] youtube.com
[28] latimes.com
[27] gov.uk
[25] com.br
[23] businessinsider.com

Top Domains in Tweet in G1:
[115] twitter.com
[29] co.uk
[17] theguardian.com
[9] com.br
[9] informazione.it
[7] apple.news
[7] reuters.com
[6] msn.com
[6] mp3-download-music.xyz
[5] nytimes.com

Top Domains in Tweet in G2:
[12] twitter.com
[6] covid.gov
[6] time.com
[5] nytimes.com
[3] newsweek.com
[2] latimes.com
[2] medriva.com
[2] co.uk
[2] buzzfeednews.com
[1] ourworldindata.org

Top Domains in Tweet in G3:
[10] twitter.com
[6] co.uk
[4] gov.uk
[3] bbc.com
[2] gbnews.uk
[1] nih.gov
[1] joinzoe.com
[1] spotify.com
[1] youtube.com
[1] wsj.com

Top Domains in Tweet in G4:
[8] cp24.com
[8] ctvnews.ca
[4] 613covid.ca
[4] cbc.ca
[4] livemint.com
[2] ottawapublichealth.ca
[2] globalnews.ca
[2] twitter.com
[1] vocm.com
[1] thestar.com

Top Domains in Tweet in G5:
[2] twitter.com
[1] francetvinfo.fr
[1] nbcnews.com
[1] t.me
[1] businessinsider.com

Top Domains in Tweet in G6:
[22] trib.al
[6] nature.com
[4] nytimes.com
[3] wsj.com
[3] wbur.org
[3] covid.gov
[2] twitter.com
[1] bit.ly
[1] cnn.it
[1] abcn.ws

Top Domains in Tweet in G7:
[19] theguardian.com
[7] co.uk
[6] youtube.com
[4] twitter.com
[1] futuremedicine.com
[1] gov.uk

Top Domains in Tweet in G8:
[2] bit.ly
[1] newsmax.com
[1] thedailybeast.com
[1] elamerican.com

Top Domains in Tweet in G9:
[3] rki.de
[3] theguardian.com
[3] twitter.com
[2] reuters.com
[1] zusammengegencorona.de
[1] newsweek.com
[1] sfchronicle.com
[1] aargauerwoche.ch

Top Domains in Tweet in G10:
[9] theguardian.com
[8] sky.com
[6] trib.al
[3] co.uk
[3] org.uk
[1] twitter.com
[1] iwa.wales
[1] bbc.in
[1] actionnetwork.org
[1] theconversation.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[277] covid
[213] covid_19
[177] covid19
[48] bolsonaroday
[37] longcovid
[37] mckinseymacrongate
[33] 44650
[26] pfizer
[23] jhope
[20] save_corona_warriors



Top Hashtags in Tweet in G1:
[48] covid
[39] covid_19
[18] covid19
[11] 3/30/2022 12:00:00 AM
[11] news
[7] maharashtra
[6] gnbdtiuna
[6] medical
[6] bolsonaromentiroso
[5] puebloenunidad

Top Hashtags in Tweet in G2:
[13] covid19
[4] ba2
[3] covid
[2] covidisairborne
[2] nationaldoctorsday
[2] covidisnotover
[1] targetingzero
[1] omicron
[1] 瑞典防疫
[1] 群體免疫

Top Hashtags in Tweet in G3:
[10] longcovid
[10] covid19
[9] covid_19
[7] covid
[3] johnsonout66
[3] paxlovid4longcovid
[3] pmqs
[2] covidisnotover
[2] longcovidkids
[2] viralpersistance

Top Hashtags in Tweet in G4:
[10] unsafeschools
[8] onpoli
[6] waterloo
[2] covid_19
[2] covid
[2] maskmandates
[2] ltc
[2] onted
[2] cdnmedia
[1] onhealth

Top Hashtags in Tweet in G5:
[30] mckinseymacrongate
[8] zelensky
[6] zermatt
[6] wallis
[6] schweiz
[4] macron
[4] mlp
[2] hdpros
[1] mckinseygate
[1] macronassassin

Top Hashtags in Tweet in G6:
[2] edmoeu
[2] factchecking
[2] covid19
[2] conspiracytheories
[1] ukrainerussiawar
[1] disinformation
[1] bluevoices
[1] demvoice1
[1] fresh
[1] tin22

Top Hashtags in Tweet in G7:
[7] covid
[2] covid_19
[1] statisticsexam
[1] bbcgms
[1] truth
[1] ivermectin
[1] ivermectine
[1] freespeech
[1] freedomofspeech
[1] freedom

Top Hashtags in Tweet in G8:
[2] florida
[2] deathsantis
[1] covid

Top Hashtags in Tweet in G9:
[5] covid
[4] covid19
[3] stiko
[3] longcovid
[3] fdpdurchseucht
[3] buschmannstote
[3] buschmannwelle
[2] sinovac
[2] sinopharm
[2] covaxin

Top Hashtags in Tweet in G10:
[9] covid19
[3] covid_19
[2] jennyharries
[1] aprilfoolsday
[1] r4today
[1] kayburley
[1] torycorruption
[1] pmqs
[1] covid
[1] toriesunfittogovern

Top Words
Top Words in Tweet in Entire Graph:
[7687] covid
[1774] 19
[786] people
[426] more
[365] one
[347] over
[315] pandemic
[303] today
[295] free
[292] time

Top Words in Tweet in G1:
[926] covid
[287] 19
[59] people
[48] #covid
[45] over
[41] more
[40] still
[39] #covid_19
[38] pandemic
[37] cases

Top Words in Tweet in G2:
[160] covid
[70] one
[59] free
[52] drericding
[47] school
[46] remained
[37] potus
[31] 19
[31] people
[27] wave

Top Words in Tweet in G3:
[198] covid
[40] today
[35] people
[31] ending
[30] ons
[28] rising
[26] testing
[25] week
[24] infected
[22] march

Top Words in Tweet in G4:
[145] covid
[41] fordnation
[32] 19
[24] care
[23] ontario
[21] people
[20] cheridinovo
[17] pandemic
[16] years
[16] health

Top Words in Tweet in G5:
[73] pierre_gtil
[62] macron
[50] covid
[48] fait
[47] comment
[47] conseillé
[46] mckinsey
[46] soit
[46] devenu
[46] après

Top Words in Tweet in G6:
[106] covid
[43] ivermectin
[42] nytimes
[42] treatment
[41] failed
[40] large
[39] clinical
[39] trial
[39] found
[39] drug

Top Words in Tweet in G7:
[114] covid
[40] chrischirp
[34] england
[33] people
[27] reicherstephen
[25] more
[24] data
[24] infected
[23] infections
[23] ons

Top Words in Tweet in G8:
[45] covid
[31] biden
[30] stands
[30] hunter
[30] laptop
[30] family
[30] sells
[30] access
[30] president
[30] obama

Top Words in Tweet in G9:
[56] covid
[32] karl_lauterbach
[25] die
[19] kaum
[19] immunität
[18] infektion
[15] omicron
[15] scheint
[14] wahrscheinlich
[14] bleibende

Top Words in Tweet in G10:
[84] covid
[43] people
[17] end
[17] england
[16] tax
[15] whopper
[15] mcdonald
[15] dodged
[15] claiming
[15] 872m

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1707] covid,19
[165] long,covid
[133] contra,covid
[111] covid,restrictions
[111] manuelrico,hoy
[110] covid,testing
[93] positive,covid
[83] due,covid
[82] usar,barbijo
[81] 19,pandemic

Top Word Pairs in Tweet in G1:
[270] covid,19
[17] contra,covid
[15] 19,pandemic
[13] long,covid
[13] covid,cases
[11] covid,vaccine
[11] quarta,dose
[11] during,covid
[10] positive,covid
[10] 19,vaccine

Top Word Pairs in Tweet in G2:
[29] covid,19
[23] one,school
[23] school,remained
[23] remained,outbreak
[23] outbreak,free
[23] free,incredible
[23] incredible,story
[23] story,one
[23] one,elementary
[23] elementary,school

Top Word Pairs in Tweet in G3:
[19] week,ending
[17] need,usual
[17] usual,april
[17] april,fools
[17] fools,jokes
[17] jokes,today
[17] today,re
[17] re,running
[17] running,country
[17] country,bleak

Top Word Pairs in Tweet in G4:
[26] covid,19
[12] two,years
[12] public,health
[11] reminder,fordnation
[11] fordnation,care
[11] care,covid
[11] covid,vote
[11] vote,gov
[11] gov,care
[10] quebec,already

Top Word Pairs in Tweet in G5:
[46] comment,fait
[46] fait,mckinsey
[46] mckinsey,soit
[46] soit,devenu
[46] devenu,après
[46] après,avoir
[46] avoir,conseillé
[46] conseillé,gratuitement
[46] gratuitement,macron
[46] macron,2016

Top Word Pairs in Tweet in G6:
[41] ivermectin,failed
[41] failed,covid
[41] covid,treatment
[39] treatment,large
[39] large,clinical
[39] clinical,trial
[39] trial,found
[39] found,drug
[39] drug,surged
[39] surged,popularity

Top Word Pairs in Tweet in G7:
[22] ons,data
[13] latest,ons
[13] data,show
[13] show,covid
[13] covid,more
[13] more,widespread
[13] widespread,scotland
[13] scotland,12
[13] 12,infected
[13] infected,england

Top Word Pairs in Tweet in G8:
[30] stands,hunter
[30] hunter,laptop
[30] laptop,biden
[30] biden,family
[30] family,sells
[30] sells,access
[30] access,president
[30] president,obama
[30] obama,knew
[30] knew,hillary

Top Word Pairs in Tweet in G9:
[14] omicron,infektion
[14] infektion,wahrscheinlich
[14] wahrscheinlich,kaum
[14] kaum,bleibende
[14] bleibende,immunität
[14] immunität,hinterlassen
[14] hinterlassen,covid
[14] covid,scheint
[14] scheint,insgesamt
[13] karl_lauterbach,omicron

Top Word Pairs in Tweet in G10:
[15] whopper,mcdonald
[15] mcdonald,dodged
[15] dodged,tax
[15] tax,claiming
[15] claiming,872m
[15] 872m,covid
[15] covid,support
[15] support,297m
[15] 297m,furlough
[15] furlough,payments

Top Replied-To
Top Replied-To in Entire Graph:
@blackgirlinmain
@karl_lauterbach
@potus
@mysta_rias
@ericphding
@drericding
@gebirgsziege
@dark1x
@kit_yates_maths
@tobonsanin

Top Replied-To in G1:

Top Replied-To in G2:
@potus
@drericding
@leftyvonne
@kprather88
@aslavitt
@heidytl
@munche
@proflwiley
@jw020817
@carlkaras2

Top Replied-To in G3:
@trifan_tatiana
@natalie_trosh
@michaelrosenyes
@gbnews
@peston
@covidjusticeuk
@longcovidkids
@jdoriajr
@sajidjavid
@jamesweston82

Top Replied-To in G4:
@thefwordnb
@nejsnave
@nb_covid_info
@fordnation
@nisobel
@covidecoles
@mommy2bs
@celliottability
@fabulousfit40
@vesnavoice

Top Replied-To in G5:
@f_philippot
@philippemurer
@franceinfo
@aldosterone111
@debonesprit
@hosycarine
@koyote999
@zemmoureric
@adriatino
@marcobuschmann

Top Replied-To in G6:
@abc
@cnn
@timechainer21
@stefanoberto83
@nytimes
@davejorgenson
@poivre74

Top Replied-To in G7:
@thealiceroberts
@guardian
@lucillechip
@marvinh2_g2
@chrischirp
@thevivafrei
@independentsage
@1amitabhs
@colinmcfarlane
@tclare27

Top Replied-To in G8:
@kevincate
@j_lem21
@govrondesantis
@icapitalmedical
@agingcarefl
@lesleyabravanel

Top Replied-To in G9:
@karl_lauterbach
@juergenwe1983
@ffmralf
@it_is_me_thomas
@chipotlechipot3
@fiorellaisabelm
@welt
@migo_offiziell
@shomburg
@peppermintpett6

Top Replied-To in G10:
@bbcpolitics
@bbcnews
@cv_cev
@gavlarkiz

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@pierre_gtil
@cmomaharashtra
@drericding
@nytimes
@cbruno37
@chrischirp
@bashirahmaad
@fordnation
@bts_twt

Top Mentioned in G1:
@geriatricarea
@r6i1kegwx0ml9c5
@tee_marve
@2cia_d122
@manzorro_luisr
@myolande70
@kenelmtonkin
@artispolitical
@charlesadler
@helen4voices

Top Mentioned in G2:
@drericding
@potus
@meidastouch
@merry123459
@luckytran
@jasmith_yorku
@kprather88
@us_fda
@jljcolorado
@cdcgov

Top Mentioned in G3:
@wesstreeting
@ons
@borisjohnson
@fearnley_k
@mroliverbarnes
@sajidjavid
@michaelrosenyes
@arocxo
@gbnews
@longcoviditalia

Top Mentioned in G4:
@fordnation
@cheridinovo
@celliottability
@drvivians
@celliott
@sflecce
@christyceeck
@ctvnews
@billius27
@anthonydaleoha

Top Mentioned in G5:
@pierre_gtil
@franceinfo
@philippemurer
@koyote999
@francispalace
@f_philippot
@zemmoureric
@isabelvillalon1
@florencedesruol
@aldosterone111

Top Mentioned in G6:
@nytimes
@ap
@cnn
@washingtonpost
@usatoday
@nature
@mattdpearce
@liyuan6
@npr
@wbur

Top Mentioned in G7:
@chrischirp
@reicherstephen
@guardian
@independentsage
@unibirmingham
@dr2nisreenalwan
@youtube
@andrewgregory
@preetkgillmp
@thealiceroberts

Top Mentioned in G8:
@repthomasmassie
@schmittnyc
@govrondesantis
@newsmax
@nikkifried
@us_fda
@pfizer
@moderna_tx
@ananavarro
@repvaldemings

Top Mentioned in G9:
@karl_lauterbach
@tim_roehn
@rki_de
@c_drosten
@welt
@drjbhattacharya
@janoschdahmen
@shomburg
@weingartende
@martinkulldorff

Top Mentioned in G10:
@premnsikka
@carolinelucas
@richardjmurphy
@jujuliagrace
@bbcnews
@nhsmillion
@skynews
@bbcpolitics
@smithspeak
@sgriffin_lab

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@ja8yum
@zazoomblog
@infoitinterno
@repartodigital
@berkleybearnews
@detikcom
@okezonenews
@republikaonline

Top Tweeters in G1:
@zazoomblog
@infoitinterno
@berkleybearnews
@okezonenews
@republikaonline
@inforeportes
@elpoliticonews
@moonbootica
@crweworld
@jacekwierzbicki

Top Tweeters in G2:
@southwestair
@real_infinity95
@sallyrmelb
@hijcp
@cheryl_marlin
@m42calhoun
@time
@buzzfeed
@orabx
@doritmi

Top Tweeters in G3:
@gemandmoll
@michaelrosenyes
@maelysdervenn
@fascinatorfun
@andyc2311
@tracyga20473477
@staringatclouds
@greycells
@halseyjane
@johnwest_jaws

Top Tweeters in G4:
@paulstewartii
@globeandmail
@mnboss1
@anik1968
@ctvnews
@teach_n_travel
@smsaideman
@lyyved
@globalnews
@cbcnews

Top Tweeters in G5:
@franceinfo
@mistercool87
@chacha78180
@nath92798323
@katell8
@tns15
@florencecacault
@evelynenahellec
@melinaverde1
@pcroquet

Top Tweeters in G6:
@saragomezaranci
@shirley10090505
@frackhazreveal
@mvwinall
@nytimes
@the_hindu
@washingtonpost
@latimes
@abc
@usatoday

Top Tweeters in G7:
@sandradunn1955
@guardian
@stop1984
@argyllseaglass
@meallyhen
@miftyjackson
@mennewsdesk
@guardiannews
@jackiehilton44
@ribblevalleysue

Top Tweeters in G8:
@all435reps
@dragonfly34343
@nscrgrl20
@lesleyabravanel
@stanleynormoyle
@simonort3
@newsmax
@donnarocky1
@altnieuws
@demscheat

Top Tweeters in G9:
@welt
@monasmitte
@bugspriet
@kircheheide
@matthiasmeisner
@holgergelhausen
@infranken
@jens_140081
@flatterweib
@zaphod_42

Top Tweeters in G10:
@skynews
@bbcnews
@darkxaur
@lisalisaw1
@peter_mugridge
@fixed_that_4_u
@drwintadd
@e_winzar
@ugandanpapoose
@odonnelleleanor


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