COVID, Twitter, 9/5/2022 1:48:02 PM, 281332


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COVID_2022-09-05_01-30-01.xlsx
COVID_2022-09-05_01-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 05, 2022
Short Description:
COVID via NodeXL https://bit.ly/3wXLLlG
@prew1978
@theblaze
@aungkanspace
@joebiden
@danaparish
@p_mcculloughmd
@drericding
@sebgorka
@cdcdirector
@rectitude2022

Top hashtags:
#covid
#covid19
#prevención
#longcovid
#patriaunidadepaz
#sb19
#wyat
#whereyouat
#pablo

Description:
Description
The graph represents a network of 11,121 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, 05 September 2022 at 08:41 UTC.

The requested start date was Monday, 05 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 3-day, 0-hour, 3-minute period from Thursday, 01 September 2022 at 12:15 UTC to Sunday, 04 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 : 11121
Unique Edges : 6457
Edges With Duplicates : 11969
Total Edges : 18426
Number of Edge Types : 5
Retweet : 5239
Tweet : 2657
MentionsInRetweet : 6187
Replies to : 1467
Mentions : 2876
Self-Loops : 2704
Reciprocated Vertex Pair Ratio : 0.00607058339335323
Reciprocated Edge Ratio : 0.0120679075475557
Connected Components : 2754
Single-Vertex Connected Components : 790
Maximum Vertices in a Connected Component : 2775
Maximum Edges in a Connected Component : 5804
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 10.776936
Graph Density : 7.90681185830941E-05
Modularity : 0.580968
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 11,121 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, 05 September 2022 at 08:41 UTC.

The requested start date was Monday, 05 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 3-day, 0-hour, 3-minute period from Thursday, 01 September 2022 at 12:15 UTC to Sunday, 04 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:
[195] https://www.theblaze.com/news/ivermectin-covid-treatment-new-study?utm_source=dlvr.it&utm_medium=twitter
[21] https://www.theguardian.com/world/2022/aug/31/china-places-millions-into-covid-lockdown-again-as-economy-continues-to-struggle
[16] https://www.theblaze.com/news/ivermectin-covid-treatment-new-study
[16] 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
[16] https://ottawacitizen.com/news/local-news/decision-to-end-covid-isolation-not-based-on-science-infectious-disease-expert-warns
[14] https://www.casaitaliaradio.com/
[12] https://www.bbc.co.uk/news/business-62753949
[9] https://www.midilibre.fr/2022/09/03/covid-vaccin-retour-possible-du-masque-et-des-jauges-leurope-prepare-les-pays-membres-a-une-reprise-de-lepidemie-10521128.php
[9] https://dailysceptic.org/2022/09/03/ivermectin-cuts-covid-mortality-by-92-major-study-finds-why-is-it-still-not-approved/
[8] https://www.ft.com/content/26e0731f-15c4-4f5a-b2dc-fd8591a02aec

Top URLs in Tweet in G1:
[21] https://www.theguardian.com/world/2022/aug/31/china-places-millions-into-covid-lockdown-again-as-economy-continues-to-struggle
[14] https://www.casaitaliaradio.com/
[5] https://www.theblaze.com/news/ivermectin-covid-treatment-new-study
[4] https://www.foxnews.com/politics/emergency-covid-money-early-2021-bill-slow-spent-often-toward-non-covid-uses
[4] 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
[3] https://www.cnn.com/2022/09/01/health/covid-omicron-booster-explainer-wellness/index.html
[3] https://3eravoz.com/sucesos/covid-19-111-nuevos-casos-y-ningun-fallecido/
[3] https://www.youtube.com/watch?v=gwRc2ySrUb8

[3] https://www.wsj.com/articles/randi-weingarten-flunks-the-pandemic-naep-test-scores-decline-schools-covid-american-federation-of-teachers-11662069418
[3] https://elpregonerord.com/63-residentes-nyc-enfermo-de-covid-19-van-2757563-contagiados-figuran-miles-dominicanos/

Top URLs in Tweet in G2:
[4] https://login.medscape.com/login/sso/getlogin?wcode=101&client=205502&urlCache=aHR0cHM6Ly93d3cubWVkc2NhcGUuY28udWsvdmlld2FydGljbGUvbG9uZy1jb3ZpZC1ibG9vZC10ZXN0LXJlY2VpdmVzLWV1cm9wZWFuLWFwcHJvdmFsLTIwMjJhMTAwMjJjZw&sc=ng&scode=mspuk
[4] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-02286-7
[2] https://www.washingtonpost.com/world/2022/08/26/long-covid-chronic-symptoms-fatigue/
[2] https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8324416/
[2] https://economictimes.indiatimes.com/news/india/heart-neuro-disorders-on-the-rise-in-covid-survivors/articleshow/93958077.cms?from=mdr
[2] https://www.theguardian.com/world/2022/sep/01/nearly-2000-australian-children-have-lost-parents-to-covid
[2] https://www.bmj.com/content/378/bmj-2022-071234
[2] https://trib.al/lekzki3
[2] https://metro.co.uk/2022/09/04/long-covid-treatment-how-people-are-struggling-to-access-healthcare-17232068/
[2] https://www.independent.ie/regionals/louth/news/louth-womans-life-changed-completely-by-long-covid-41953114.html?fbclid=IwAR3x4DcXk3FjH2OR4Ww5cOeEttXaBqZhh-TGOnj-BQGkpN0RZ0T3Su_APX4

Top URLs in Tweet in G3:
[185] https://www.theblaze.com/news/ivermectin-covid-treatment-new-study?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.theblaze.com/news/ivermectin-covid-treatment-new-study
[3] https://www.nbcnews.com/health/health-news/life-expectancy-us-dropped-2021-second-year-row-covid-deaths-arent-onl-rcna45615
[2] https://dailysceptic.org/2022/09/03/ivermectin-cuts-covid-mortality-by-92-major-study-finds-why-is-it-still-not-approved/
[2] https://lionessofjudah.substack.com/p/more-covid-internment-camps-are-coming
[2] 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
[1] https://www.theblaze.com/news/emails-show-the-biden-administration-met-with-big-tech-companies-to-discuss-censorship-of-covid-19-misinformation?utm_source=dlvr.it&utm_medium=twitter
[1] https://twitter.com/theblaze/status/1566207048014233600
[1] https://dailysceptic.org/2022/09/01/excess-non-covid-deaths-top-15300-in-17-weeks-as-mysterious-wave-of-heart-deaths-continues/
[1] https://www.c-span.org/video/?c4930160/user-clip-dr-pierre-kory-senate-hearing-ivermectin-100-cure-covid-19

Top URLs in Tweet in G4:
[3] https://www.cbsnews.com/news/covid-vaccine-moderna-sweden-halts-use-in-under-30s/
[2] https://health.ec.europa.eu/publications/covid-19-preparing-autumn-winter-2023_en
[2] https://www.midilibre.fr/2022/09/03/covid-vaccin-retour-possible-du-masque-et-des-jauges-leurope-prepare-les-pays-membres-a-une-reprise-de-lepidemie-10521128.php
[2] https://takecontrol.substack.com/p/covid-prosecution-strategy
[2] https://childrenshealthdefense.org/defender/anthony-fauci-covid-shame-cola/
[2] https://www.midilibre.fr/2022/09/02/covid-alors-que-leurope-se-prepare-a-une-nouvelle-vague-lema-approuve-des-vaccins-ciblant-omicron-10518940.php
[2] https://childrenshealthdefense.org/defender/anthony-fauci-step-down-retire-covid-policies/
[2] https://lecourrier-du-soir.com/covid-apres-la-perte-de-72-milliards-dollars-de-son-secteur-touristique-laustralie-ouvre-ses-portes-aux-non-vaccines/
[1] https://ijponline.biomedcentral.com/articles/10.1186/s13052-022-01351-1
[1] https://www.covid19treatmentguidelines.nih.gov/therapies/antiviral-therapy/

Top URLs in Tweet in G5:
[4] https://www.vtv.gob.ve/lula-destacad-solidaridad-venezuela-covid-19/
[3] https://rnv.gob.ve/prensa/?p=3491
[2] https://www.youtube.com/watch?v=9irEbVgUQmU&feature=youtu.be

[2] https://www.vtv.gob.ve/dia-899-lucha-covid-31082022/
[2] https://www.vtv.gob.ve/dia-902-lucha-covid-03092022/
[2] https://rnv.gob.ve/prensa/?p=349122
[2] https://redradiove.com/900-dias-en-pandemia-asi-esta-venezuela-frente-al-covid-19/
[1] https://twitter.com/VTVcanal8/status/1565664584744288257
[1] https://venezuela-news.com/dia-899-pandemia-venezuela-111-nuevos-casos-covid-19/
[1] https://bit.ly/3B2q0n1

Top URLs in Tweet in G7:
[2] https://www.theblaze.com/news/ivermectin-covid-treatment-new-study?utm_source=dlvr.it&utm_medium=twitter
[2] https://cepr.harvard.edu/road-to-covid-recovery
[1] https://thefederalist.com/2022/08/31/bidens-white-house-colluded-with-big-tech-to-gag-covid-dissenters-like-alex-berenson/
[1] https://pubmed.ncbi.nlm.nih.gov/34492508/
[1] https://forum.chaudiere.ca/viewtopic.php?p=6102#p6102
[1] https://twitter.com/EveDpont/status/1564458614777008130
[1] https://www.covid19treatmentguidelines.nih.gov/therapies/antiviral-therapy/ivermectin/

Top URLs in Tweet in G8:
[2] https://datadashboard.health.gov.il/COVID-19/general?tileName=vaccinatedByAge
[1] https://www.theblaze.com/news/ivermectin-covid-treatment-new-study?utm_source=dlvr.it&utm_medium=twitter
[1] https://lecourrier-du-soir.com/covid-apres-la-perte-de-72-milliards-dollars-de-son-secteur-touristique-laustralie-ouvre-ses-portes-aux-non-vaccines/

Top URLs in Tweet in G9:
[1] https://www.nature.com/articles/s41467-022-30052-w
[1] https://www.nhs.uk/conditions/coronavirus-covid-19/coronavirus-vaccination/pregnancy-breastfeeding-fertility-and-coronavirus-covid-19-vaccination/
[1] https://principia-scientific.com/lancet-89-of-new-uk-covid-cases-among-fully-vaxxed/
[1] https://www.usatoday.com/in-depth/news/nation/2022/05/15/us-reaches-1-million-covid-deaths/7043778001/
[1] https://abcnews.go.com/Health/dying-covid-unvaccinated/story?id=82834971

Top URLs in Tweet in G10:
[3] https://twitter.com/i/events/1564937519568920576
[3] https://www.ft.com/content/26e0731f-15c4-4f5a-b2dc-fd8591a02aec
[2] https://onlinelibrary.wiley.com/doi/10.1111/ene.15545
[2] https://www.cdc.gov/vaccines/acip/meetings/downloads/slides-2022-09-01/04-COVID-Link-Gelles-508.pdf
[2] https://twitter.com/jasmith_yorku/status/1566392894843387904?s=20&t=xUbvjZzx_dhp8-xqfTGUXA
[2] https://www.thebeaverton.com/2022/01/man-who-is-done-with-covid-sure-doing-everything-he-can-to-keep-it-going/
[1] https://www.independent.co.uk/news/world/americas/mystery-pneumonia-argentina-three-lives-dead-b2158117.html
[1] https://www.youtube.com/watch?v=zOsPiVKn06Q&feature=youtu.be

[1] https://www.theguardian.com/lifeandstyle/2022/sep/03/13-year-old-daughter-dead-in-five-weeks-hospital-mistakes?CMP=share_btn_tw
[1] https://twitter.com/fitterhappierAJ/status/1557135095512895502?s=20&t=AbEYOyXB20wlTTe_9TeRYw

Top Domains
Top Domains in Tweet in Entire Graph:
[298] twitter.com
[212] theblaze.com
[79] co.uk
[58] theguardian.com
[35] youtube.com
[25] substack.com
[25] cureus.com
[24] trib.al
[22] blogspot.com
[22] nih.gov

Top Domains in Tweet in G1:
[81] twitter.com
[25] theguardian.com
[16] blogspot.com
[14] casaitaliaradio.com
[9] co.uk
[8] apnews.com
[7] youtube.com
[7] com.br
[6] wsj.com
[6] cnn.com

Top Domains in Tweet in G2:
[12] twitter.com
[7] co.uk
[4] medscape.com
[4] theguardian.com
[4] nature.com
[3] bmj.com
[2] washingtonpost.com
[2] nih.gov
[2] indiatimes.com
[2] nytimes.com

Top Domains in Tweet in G3:
[189] theblaze.com
[3] dailysceptic.org
[3] nbcnews.com
[2] substack.com
[2] cureus.com
[1] twitter.com
[1] c-span.org
[1] fda.gov

Top Domains in Tweet in G4:
[4] twitter.com
[4] midilibre.fr
[4] childrenshealthdefense.org
[3] cbsnews.com
[2] europa.eu
[2] substack.com
[2] lecourrier-du-soir.com
[1] biomedcentral.com
[1] nih.gov
[1] cureus.com

Top Domains in Tweet in G5:
[13] gob.ve
[2] youtube.com
[2] redradiove.com
[1] twitter.com
[1] venezuela-news.com
[1] bit.ly

Top Domains in Tweet in G7:
[2] nih.gov
[2] theblaze.com
[2] harvard.edu
[1] thefederalist.com
[1] chaudiere.ca
[1] twitter.com

Top Domains in Tweet in G8:
[2] gov.il
[1] theblaze.com
[1] lecourrier-du-soir.com

Top Domains in Tweet in G9:
[1] nature.com
[1] nhs.uk
[1] principia-scientific.com
[1] usatoday.com
[1] go.com

Top Domains in Tweet in G10:
[13] twitter.com
[6] thestar.com
[4] ft.com
[3] thebeaverton.com
[2] wiley.com
[2] cdc.gov
[1] co.uk
[1] youtube.com
[1] theguardian.com
[1] yahoo.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[201] covid
[106] covid19
[89] prevención
[82] longcovid
[68] patriaunidadepaz
[55] sb19
[54] wyat
[54] whereyouat
[54] pablo
[42] covid_19



Top Hashtags in Tweet in G1:
[36] covid
[21] covid19
[17] news
[16] coronavirus
[14] casaitaliaradio
[14] webradio
[14] radio
[14] casa
[14] home
[14] design

Top Hashtags in Tweet in G2:
[39] longcovid
[11] covid19
[9] covid
[6] longcovidkids
[4] longcovidrecovery
[3] medtwitter
[3] teamclots
[3] covidisnotover
[2] covid_19
[2] australian

Top Hashtags in Tweet in G3:
[2] arrivecan
[1] aircanada
[1] onpoli

Top Hashtags in Tweet in G4:
[16] moderna
[15] cardiaques
[4] covid
[3] vaccin
[3] courage
[3] crises
[2] canada
[2] covid_19
[1] wef
[1] surmortalité

Top Hashtags in Tweet in G5:
[87] prevención
[64] patriaunidadepaz
[33] 9/2/2022 12:00:00 AM
[20] elmetrorenace
[19] 9/1/2022 12:00:00 AM
[16] puebloforjadordevictorias
[10] 9/2/2022 12:00:00 AM
[8] 9/4/2022 12:00:00 AM
[8] unidosyenvictoria
[7] puebloinvencible

Top Hashtags in Tweet in G6:
[24] noolvidamos

Top Hashtags in Tweet in G9:
[1] covidiots
[1] pandemicoftheignorant

Top Hashtags in Tweet in G10:
[6] onted
[3] onpoli
[2] corsirosenthalbox
[2] covidisairborne
[2] paidsickdays
[1] longcovid
[1] covidisnotover
[1] covid19bc
[1] bcpoli
[1] onlab

Top Words
Top Words in Tweet in Entire Graph:
[7545] covid
[1593] 19
[728] people
[535] ivermectin
[427] long
[409] क
[360] years
[337] vaccine
[321] many
[314] risk

Top Words in Tweet in G1:
[776] covid
[235] 19
[45] china
[39] people
[36] #covid
[32] time
[31] lockdown
[30] 2022
[30] again
[28] still

Top Words in Tweet in G2:
[317] covid
[71] long
[59] people
[55] school
[46] dgurdasani1
[37] #longcovid
[36] more
[31] years
[30] schools
[29] uk

Top Words in Tweet in G3:
[277] covid
[251] 92
[221] ivermectin
[201] theblaze
[189] study
[187] reduces
[187] peer
[187] reviewed
[187] finds
[185] death

Top Words in Tweet in G4:
[128] covid
[50] f_philippot
[37] dose
[34] ce
[32] ils
[32] comme
[32] tiens
[29] commission
[29] européenne
[29] macron

Top Words in Tweet in G5:
[226] covid
[186] 19
[87] #prevención
[80] vtvcanal8
[66] métodos
[64] evitar
[64] #patriaunidadepaz
[62] preventivos
[62] efectivos
[51] mascarilla

Top Words in Tweet in G6:
[234] hoy
[234] días
[212] manuelrico
[178] hospital
[171] gobierno
[170] residentes
[169] ayuso
[167] aprobó
[167] protocolo
[167] impedía

Top Words in Tweet in G7:
[169] covid
[128] ivermectin
[119] dusty_dweller
[119] nih
[119] treating
[118] years
[117] suddenly
[117] shows
[117] website
[117] denial

Top Words in Tweet in G8:
[165] covid
[69] jakeshieldsajj
[68] ivermectin
[66] health
[64] yesterday
[64] national
[64] institute
[64] added
[64] list
[64] treatment

Top Words in Tweet in G9:
[11] covid
[6] unvaccinated
[4] vikilovesfacs
[3] albowers1
[3] peachypuk
[3] 19
[3] vaccinated
[3] tmafkab
[3] mr_magoo5
[3] takethatct

Top Words in Tweet in G10:
[161] covid
[36] day
[33] 19
[27] ontario
[22] school
[21] people
[21] isolation
[20] deaths
[18] five
[17] early

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1544] covid,19
[299] long,covid
[221] peer,reviewed
[220] covid,death
[211] reviewed,study
[208] manuelrico,hoy
[204] study,finds
[202] ivermectin,reduces
[202] reduces,covid
[195] death,risk

Top Word Pairs in Tweet in G1:
[231] covid,19
[24] covid,lockdown
[20] china,places
[20] places,millions
[20] millions,covid
[20] lockdown,again
[20] again,economy
[20] economy,continues
[20] continues,struggle
[14] leggi,più

Top Word Pairs in Tweet in G2:
[61] long,covid
[27] covid,19
[21] hardline,covid
[21] covid,scientist
[21] scientist,strongly
[21] strongly,believe
[21] believe,science
[21] science,drive
[21] drive,response
[21] response,ideology

Top Word Pairs in Tweet in G3:
[187] ivermectin,reduces
[187] reduces,covid
[187] peer,reviewed
[187] reviewed,study
[187] study,finds
[185] covid,death
[185] death,risk
[185] risk,92
[185] 92,peer
[184] theblaze,ivermectin

Top Word Pairs in Tweet in G4:
[27] commission,européenne
[21] covid,19
[20] 10h,réunit
[20] réunit,autour
[20] autour,macron
[20] macron,conseil
[20] conseil,défense
[20] défense,énergétique
[20] énergétique,décider
[20] décider,notre

Top Word Pairs in Tweet in G5:
[186] covid,19
[63] vtvcanal8,#prevención
[62] métodos,preventivos
[62] preventivos,efectivos
[62] efectivos,evitar
[48] #prevención,uso
[48] uso,adecuado
[48] adecuado,mascarilla
[48] mascarilla,indica
[48] indica,métodos

Top Word Pairs in Tweet in G6:
[208] manuelrico,hoy
[167] días,gobierno
[167] gobierno,ayuso
[167] ayuso,aprobó
[167] aprobó,protocolo
[167] protocolo,impedía
[167] impedía,trasladar
[166] trasladar,hospital
[166] hospital,residentes
[157] residentes,vulnerab

Top Word Pairs in Tweet in G7:
[119] treating,covid
[117] suddenly,ivermectin
[117] ivermectin,shows
[117] shows,nih
[117] nih,website
[117] website,treating
[117] covid,years
[117] years,denial
[117] denial,blocking
[117] blocking,interference

Top Word Pairs in Tweet in G8:
[64] yesterday,national
[64] national,institute
[64] institute,health
[64] health,added
[64] added,ivermectin
[64] ivermectin,list
[64] list,covid
[64] covid,treatment
[64] treatment,looks
[64] looks,conspiracy

Top Word Pairs in Tweet in G9:
[3] covid,19
[3] vikilovesfacs,kalafaterkan_md
[3] kalafaterkan_md,profasmakhalil
[2] gem_liz31,naomi46170349
[2] naomi46170349,albowers1
[2] albowers1,usemybrainxx
[2] usemybrainxx,peachypuk
[2] whiterose_lady,charlotteemmauk
[2] jasonmaginnis,tmafkab
[2] tmafkab,vikilovesfacs

Top Word Pairs in Tweet in G10:
[33] covid,19
[18] five,day
[14] covid,deaths
[13] isolation,period
[12] day,isolation
[11] day,covid
[11] getting,covid
[8] covid,isolation
[8] kieran,moore
[8] dr,moore's

Top Replied-To
Top Replied-To in Entire Graph:
@covid_parent
@catturd2
@gop
@repmtg
@foxnews
@theblaze
@covid_1_9
@marcuskelson
@mjrowland68
@jewelshepard

Top Replied-To in G2:
@maosbot
@dgurdasani1
@laurieallee
@fucklongcovid
@globalbiosec
@njbbari3
@lweisenthal
@youarelobbylud
@gemcarey
@keggs719

Top Replied-To in G3:
@theblaze
@toadmeister
@palau_tam
@hadesbeaver
@lucianfick
@atalaiabrz
@gabriqvdo
@rebelnews_ca
@vfgdf41

Top Replied-To in G4:
@f_philippot
@morad_tth
@qo_ideme6
@alex56029695
@tatiann69922625
@carofxav
@mireillewebber
@sojuapril
@mmtchi
@divizio1

Top Replied-To in G5:
@d212_gnb
@lulaoficial

Top Replied-To in G6:
@manuelrico
@ayusers_

Top Replied-To in G7:
@drjbhattacharya
@chenekoala
@chriswnunn
@nycexpatmom
@dusty_dweller
@leftydetroit

Top Replied-To in G8:
@middleagecrazy
@jamesmelville
@insadeb
@energeticaquif2
@zzdoc07
@rogs_and_sox

Top Replied-To in G9:
@gem_liz31
@jasonmaginnis
@planbwasplana84
@sophie_h_1005
@sallywi01955188
@tmafkab
@sharky_vs_evil
@doctor_cr
@szn_reg
@natedoromal

Top Replied-To in G10:
@woke_hope
@farid__jalali
@steveclarkpc
@richardcitynews
@nb_covid_info
@frostgroup1
@christyceeck
@bernie8859
@pinkerton_man77
@peterhotez

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@theblaze
@dusty_dweller
@vtvcanal8
@jakeshieldsajj
@dimacgarcia
@navikakumar
@srinivasiyc
@worldmusicaward
@dgurdasani1

Top Mentioned in G1:
@newsflash_tf
@masao_sakuraba
@deborakelemen
@writinggifts
@suimu2013
@qwertyeusk
@airacademy
@un_news_ru
@djodbz
@faraonswt

Top Mentioned in G2:
@dgurdasani1
@drclairetaylor
@laurieallee
@meetjess
@drericding
@globalbiosec
@kit_yates_maths
@baldypidge
@bmj_latest
@chrischirp

Top Mentioned in G3:
@theblaze
@dimacgarcia
@clauwild1
@toadmeister
@calvinrobinson
@jedediahbila
@daacervo
@rebelnewsonline
@aircanada
@sciencewdrdoug

Top Mentioned in G4:
@f_philippot
@mmtchi
@tatiann69922625
@jgalt485
@philippemurer
@pinsollet
@blemontd
@divizio1
@tomraiders32
@lenoblemarie1

Top Mentioned in G5:
@vtvcanal8
@tonino1630
@cuidate
@gnb_pueblo
@jaofgamer90
@maridlcm1
@d212_gnb
@andretelesur
@maturindgp
@gnbcanaguarnac

Top Mentioned in G6:
@manuelrico
@fiscal_es
@maribel60780973
@julio34698216
@ayusers_
@9demayodel45
@seve2021

Top Mentioned in G7:
@dusty_dweller
@xx17965797n
@drjbhattacharya
@chriswnunn
@alexberenson
@logixca
@_johnbye
@jonathans_tobin
@fdrlst
@breakingbraavos

Top Mentioned in G8:
@jakeshieldsajj
@jamesmelville
@bdavidweiss
@chuckcallesto
@drelidavid
@tweettruth2me
@rientshofstra
@kelly4nc
@colossusphd
@inconforme75

Top Mentioned in G9:
@vikilovesfacs
@albowers1
@peachypuk
@mr_magoo5
@takethatct
@kalafaterkan_md
@profasmakhalil
@mcfunny
@naomi46170349
@usemybrainxx

Top Mentioned in G10:
@fordnation
@farid__jalali
@moriartylab
@financialtimes
@peterhratcliffe
@torontostar
@sflecce
@davidhamer_1951
@jyduclos
@govcanhealth

Top Tweeters
Top Tweeters in Entire Graph:
@knewz_currently
@kompascom
@difusion365
@temaglobal
@detikcom
@postematico
@personalar
@infolecturas
@interdifusion
@chris_1791

Top Tweeters in G1:
@knewz_currently
@kompascom
@temaglobal
@postematico
@infolecturas
@interdifusion
@blackcentaurfx
@2001online
@navroopsingh_
@antaranews

Top Tweeters in G2:
@baronianconsult
@paulpaul49
@washingtonpost
@disguisedevilin
@marypcbuk
@jazzaoxon
@daisybelll
@lance63
@dbkell
@susiemadrak

Top Tweeters in G3:
@yllekonadnerb
@dbashby
@aircanada
@lou_novak
@dnsemello
@devilhena
@maisvalia
@gachemarcos
@frfontanella
@sandrarezende17

Top Tweeters in G4:
@yvespdb
@avril_sylvie
@natpat6477
@rey_ban64
@kittylt
@nat1807
@007dijon
@manutudescends9
@philsoihir
@leprocalain

Top Tweeters in G5:
@telesurtv
@vtvcanal8
@rnvinformativa
@luiscarrillo66
@1412yolis
@richardpisos
@gnb_pueblo
@nicolasmaduro
@compuesto10801
@gnbvcostera

Top Tweeters in G6:
@clarcadi
@roberto505032
@anaagp_1967
@mkristx
@firrisflaiflas
@gabychicharrer2
@jpatache
@tavorapilar
@seve2021
@pvallin

Top Tweeters in G7:
@starcoreone02
@calltoart
@breakingbraavos
@jonashcroft3
@xlonemanwalking
@nishtunishaa
@malh1955
@davidvgoliath
@pkrply
@vidokti

Top Tweeters in G8:
@neoavatara
@tweettruth2me
@yardonna
@plepsart
@sue95402553
@t2rantor
@bigbrothernut
@talikka
@freedomfascist
@ainara15504299

Top Tweeters in G9:
@doritmi
@gnomeicide
@fillmorewhite
@monstercoyliar
@latimeralder
@lalaruefrench75
@takethatct
@mcfunny
@breezergalway
@frankdelia7

Top Tweeters in G10:
@torontostar
@houstonchron
@financialtimes
@yeswombat
@cmdott
@vlak_off
@bernie8859
@winter_canada
@pennypo54201061
@jonahjameson11


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