COVID, Twitter, 9/2/2022 8:56:12 AM, 281140


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COVID_2022-09-02_00-42-59.xlsx
COVID_2022-09-02_00-42-59.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 02, 2022
Short Description:
COVID via NodeXL https://bit.ly/3wMkcvl
@amitaryamd
@cdcgov
@drericding
@dfisman
@thackerpd
@medicalscitech
@rolo_tamasi
@grimmnz
@johnsgunn
@vprasadmdmph

Top hashtags:
#covid
#covid19
#prevención
#longcovid
#31ago
#covid_19
#venezuelaenvictoria
#lavuelta22
#30ago

Description:
Description
The graph represents a network of 11,097 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, 02 September 2022 at 07:54 UTC.

The requested start date was Friday, 02 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, 3-minute period from Tuesday, 30 August 2022 at 12:16 UTC to Thursday, 01 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 : 11097
Unique Edges : 6563
Edges With Duplicates : 11646
Total Edges : 18209
Number of Edge Types : 5
Retweet : 5324
MentionsInRetweet : 6339
Tweet : 2777
Replies to : 1285
Mentions : 2484
Self-Loops : 2823
Reciprocated Vertex Pair Ratio : 0.00605049029835176
Reciprocated Edge Ratio : 0.0120282040647034
Connected Components : 2823
Single-Vertex Connected Components : 817
Maximum Vertices in a Connected Component : 2431
Maximum Edges in a Connected Component : 5059
Maximum Geodesic Distance (Diameter) : 32
Average Geodesic Distance : 11.794332
Graph Density : 7.83222522452108E-05
Modularity : 0.585696
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 11,097 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, 02 September 2022 at 07:54 UTC.

The requested start date was Friday, 02 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, 3-minute period from Tuesday, 30 August 2022 at 12:16 UTC to Thursday, 01 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:
[35] https://www.gov.uk/government/publications/regulatory-approval-of-pfizer-biontech-vaccine-for-covid-19/summary-public-assessment-report-for-pfizerbiontech-covid-19-vaccine
[23] https://www.news18.com/news/india/world-bank-heaps-praise-on-indias-success-in-covid-19-procurement-lists-key-lessons-strategies-5856001.html
[20] https://www.nytimes.com/2022/08/31/health/life-expectancy-covid-pandemic.html?smid=nytcore-ios-share&referringSource=articleShare
[17] https://www.nytimes.com/2022/08/31/health/life-expectancy-covid-pandemic.html
[16] https://www.ft.com/content/26e0731f-15c4-4f5a-b2dc-fd8591a02aec
[15] https://special.usps.com/testkits
[14] https://www.npr.org/sections/health-shots/2022/08/31/1120192583/life-expectancy-in-the-u-s-continues-to-drop-driven-by-covid-19
[13] https://www.mercurynews.com/2022/08/26/qa-the-new-covid-vaccine-booster-is-coming-should-you-get-it/
[12] https://www.covid19treatmentguidelines.nih.gov/therapies/antiviral-therapy/
[11] https://www.business-standard.com/article/markets/markets-log-3rd-highest-monthly-fpi-inflows-since-covid-outbreak-in-august-122083100473_1.html

Top URLs in Tweet in G1:
[10] https://www.casaitaliaradio.com/
[7] https://www.nytimes.com/2022/08/31/health/life-expectancy-covid-pandemic.html
[6] https://www.news18.com/news/india/world-bank-heaps-praise-on-indias-success-in-covid-19-procurement-lists-key-lessons-strategies-5856001.html
[5] https://globalnews.ca/news/9096651/ontario-fall-respiratory-season-covid-update/
[3] https://www.ft.com/content/26e0731f-15c4-4f5a-b2dc-fd8591a02aec
[3] https://www.washingtonpost.com/health/2022/08/31/life-expectancy-drops-again/
[3] https://www.nytimes.com/2022/08/31/world/asia/malaysias-mahathir-mohamad-covid.html?partner=IFTTT
[3] https://thefederalist.com/2022/08/31/bidens-white-house-colluded-with-big-tech-to-gag-covid-dissenters-like-alex-berenson/
[3] https://www.npr.org/sections/health-shots/2022/08/31/1120192583/life-expectancy-in-the-u-s-continues-to-drop-driven-by-covid-19
[3] https://www.business-standard.com/article/markets/markets-log-3rd-highest-monthly-fpi-inflows-since-covid-outbreak-in-august-122083100473_1.html

Top URLs in Tweet in G2:
[5] https://www.brookings.edu/research/new-data-shows-long-covid-is-keeping-as-many-as-4-million-people-out-of-work/
[4] https://www.theglobeandmail.com/opinion/article-shuttering-ontarios-covid-19-science-advisory-table-isnt-helpful/
[3] https://twitter.com/i/events/1564937519568920576
[3] https://www.ft.com/content/26e0731f-15c4-4f5a-b2dc-fd8591a02aec
[3] https://toronto.ctvnews.ca/ontario-scraps-mandatory-five-day-isolation-rules-for-people-with-covid-19-1.6050150
[2] https://www.theglobeandmail.com/opinion/article-shuttering-ontarios-covid-19-science-advisory-table-isnt-helpful/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[2] https://www.ctvnews.ca/health/coronavirus/china-locks-down-21-million-in-chengdu-in-covid-19-outbreak-1.6051255?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=63109c70eaccd20001aa5e95&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/expert-predicts-massive-eighth-wave-after-ont-lifts-covid-isolation-rules-1.6050428?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=63100b27eaccd20001aa37cf&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/expert-predicts-massive-eighth-wave-after-ont-lifts-covid-isolation-rules-1.6050428?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=631046e7a627690001e44f92&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.ctvnews.ca/health/coronavirus/expert-predicts-massive-eighth-wave-after-ont-lifts-covid-isolation-rules-1.6050428?cid=sm%3Atrueanthem%3A%7B%7Bcampaignname%7D%7D%3Atwitterpost%E2%80%8B&taid=630fce2feaccd20001aa292b&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G3:
[11] https://infodujour.fr/societe/59490-covid-19-linfection-virale-moins-frequente-en-haute-altitude-pourquoi
[10] https://www.documentcloud.org/documents/22140176-report-from-working-group-of-vaccine-analysis-in-germany
[9] https://childrenshealthdefense.org/defender/covid-vaccine-pfizer-pregnant-women-cola/
[4] https://www.francesoir.fr/societe-sante/vaccins-anti-covid-une-etude-allemande-rapporte-des-effets-inquietants-sur-le-sang#.Yw9Pr-98u9R.twitter
[2] https://www.gov.uk/government/publications/regulatory-approval-of-pfizer-biontech-vaccine-for-covid-19/summary-public-assessment-report-for-pfizerbiontech-covid-19-vaccine
[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/
[2] https://childrenshealthdefense.org/defender/unvaccinated-covid-misinformation-discrimination/
[2] https://childrenshealthdefense.org/defender/dc-schools-dc-government-covid-vaccine-mandate/
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-022-01453-0
[2] https://www.youtube.com/watch?v=po3GMgee-vc&feature=youtu.be


Top URLs in Tweet in G4:
[2] https://www.ft.com/content/26e0731f-15c4-4f5a-b2dc-fd8591a02aec
[1] https://www.scientificamerican.com/video/how-to-improve-indoor-air-quality/
[1] https://www.abc.net.au/radionational/programs/this-working-life/mass-disabling-event-long-covid-is-hitting-australian-workplaces/13944890
[1] http://abc.net.au/radio/mobile
[1] https://www.advocacyforinclusion.org/afi-event-sick-sad-and-shut-in/
[1] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-022-04569-5
[1] https://www.smh.com.au/environment/climate-change/scientists-raise-the-heat-on-labor-over-climate-impacts-of-coal-and-gas-20220829-p5bdmq.html?btis
[1] https://www.abc.net.au/news/2022-08-31/covid-isolation-requirements-shortened-to-five-days/101389766
[1] https://www.amawa.com.au/news/caution-needed-when-considering-merits-of-reducing-covid-19-isolation-requirements/
[1] https://twitter.com/nick_coatsworth/status/1564348359225143296

Top URLs in Tweet in G5:
[5] https://disinformationchronicle.substack.com/p/silence-from-science-community-as
[3] https://www.theguardian.com/lifeandstyle/2021/oct/11/one-in-six-most-critically-ill-patients-are-unvaccinated-pregnant-women-with-covid
[1] https://www.rcog.org.uk/guidance/coronavirus-covid-19-pregnancy-and-women-s-health/vaccination/covid-19-vaccines-pregnancy-and-breastfeeding-faqs/
[1] https://twitter.com/getready2fight/status/1564949546039476224
[1] https://twitter.com/davidgr40434506/status/1564934597871378432
[1] https://www.covid19treatmentguidelines.nih.gov/therapies/antiviral-therapy/ivermectin/
[1] https://www.mercurynews.com/2022/08/26/qa-the-new-covid-vaccine-booster-is-coming-should-you-get-it/
[1] https://www.youtube.com/watch?v=Ft2hupW0aak

[1] https://twitter.com/CTVNews/status/1563945824438075393
[1] http://biorxiv.org/lookup/doi/10.1101/2022.08.29.505743

Top URLs in Tweet in G6:
[6] https://www.news18.com/news/india/world-bank-heaps-praise-on-indias-success-in-covid-19-procurement-lists-key-lessons-strategies-5856001.html
[3] https://www.thehindu.com/news/national/india-managed-to-get-many-things-right-during-covid-says-world-bank/article65830180.ece
[2] https://www.business-standard.com/article/markets/markets-log-3rd-highest-monthly-fpi-inflows-since-covid-outbreak-in-august-122083100473_1.html
[1] https://twitter.com/ANI/status/1424252722304360450
[1] https://economictimes.indiatimes.com/news/economy/finance/overseas-portfolio-investors-turn-positive-about-india-pump-in-7-6-bn-in-august/articleshow/93880179.cms
[1] https://www.livemint.com/opinion/online-views/our-banks-are-in-better-shape-than-anticipated-11661876713322.html
[1] https://captajitvadakayil.in/2022/01/21/vadakayil-says-covid-vaccine-induced-autoimmune-diseases-can-be-cured-by-harmless-non-addictive-cannabis-marijuana-extracts-poll/
[1] https://www.usnews.com/news/best-states/articles/where-is-marijuana-legal-a-guide-to-marijuana-legalization
[1] https://captajitvadakayil.in/2022/02/23/say-no-to-plastics-human-suffering-and-damage-to-planet-earth-with-cannabis-hemp-capt-ajit-vadakayil/
[1] https://www.hmtvlive.com/telangana/minister-ktr-tests-positive-for-covid-19-86071#.Yw3_iGLDQo4.twitter

Top URLs in Tweet in G7:
[6] https://www.vtv.gob.ve/dia-898-lucha-covid-30082022/
[3] https://www.vtv.gob.ve/dia-899-lucha-covid-31082022/
[2] https://www.youtube.com/watch?v=v2wI-ZJTQwY&feature=youtu.be

[2] https://www.youtube.com/watch?v=9irEbVgUQmU&feature=youtu.be

[1] https://www.vtv.gob.ve/dia-896-lucha-covid-28082022/
[1] https://www.youtube.com/watch?v=vV56pgOdYGA&feature=youtu.be

[1] https://www.vtv.gob.ve/dia-897-lucha-covid-29082022/
[1] https://www.youtube.com/watch?v=V2ZZbP6XU3c&feature=youtu.be

[1] https://www.dailymotion.com/video/x8daxbl*074
[1] https://venezuela-news.com/dia-899-pandemia-venezuela-111-nuevos-casos-covid-19/

Top URLs in Tweet in G8:
[1] https://twitter.com/manuelrico/status/1564872360724938752

Top URLs in Tweet in G9:
[4] https://www.npr.org/sections/health-shots/2022/08/31/1120192583/life-expectancy-in-the-u-s-continues-to-drop-driven-by-covid-19?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[3] https://covid19.place/MY/?1661961920
[3] https://twitter.com/doctorsoumya/status/1564649057599078401
[2] https://www.nbcnews.com/health/health-news/organ-centers-transplant-patients-get-covid-vaccine-or-move-down-n1281084
[2] https://www.webmd.com/vaccines/covid-19-vaccine/news/20211006/colorado-health-system-denies-transplants-unvaccinated-patients
[2] https://www.npr.org/sections/health-shots/2021/05/07/994260770/vaccination-against-covid-does-not-mean-immunity-for-people-with-organ-transplan
[2] https://health.ucsd.edu/news/releases/Pages/2021-08-05-organ-transplant-recipients-significantly-protected-by-covid-19-vaccination.aspx
[2] https://wellcomeopenresearch.org/articles/5-224
[2] https://www.buymeacoffee.com/DrDrMcHonkHonk
[1] https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2795246

Top URLs in Tweet in G10:
[1] https://twitter.com/Kit_Yates_Maths/status/1565267418150326275
[1] https://www.england.nhs.uk/statistics/statistical-work-areas/covid-19-hospital-activity/
[1] https://www.ft.com/content/26e0731f-15c4-4f5a-b2dc-fd8591a02aec
[1] https://abcnews.go.com/Health/dying-covid-unvaccinated/story?id=82834971
[1] https://www.theepochtimes.com/brown-university-not-denying-that-student-was-hospitalized-after-covid-19-vaccination_4701368.html?utm_medium=social&utm_source=twitter&utm_campaign=digitalsub
[1] https://twitter.com/johnsgunn/status/1564659285883322369
[1] https://www.theepochtimes.com/moderna-sues-pfizer-over-covid-vaccine-patent-infringement-but-patents-belong-to-the-world-says-dr-robert-malone_4693187.html?utm_source=ref_share&utm_campaign=tw&rs=SHRFXRLX
[1] https://www.nytimes.com/2022/05/21/well/long-covid-symptoms-treatment.html
[1] https://www.theepochtimes.com/high-percentage-of-covid-deaths-had-3rd-shot-more-excess-deaths-after-4th-shot_4696054.html?utm_source=ref_share&utm_campaign=tw&rs=SHRFZRWL

Top Domains
Top Domains in Tweet in Entire Graph:
[339] twitter.com
[65] nytimes.com
[51] gov.uk
[42] co.uk
[41] youtube.com
[36] apnews.com
[29] theguardian.com
[26] trib.al
[25] npr.org
[24] news18.com

Top Domains in Tweet in G1:
[95] twitter.com
[17] nytimes.com
[14] co.uk
[10] casaitaliaradio.com
[9] apple.news
[8] apnews.com
[7] globalnews.ca
[6] thefederalist.com
[6] cnn.com
[6] news18.com

Top Domains in Tweet in G2:
[14] twitter.com
[12] ctvnews.ca
[6] theglobeandmail.com
[6] thestar.com
[5] brookings.edu
[4] ft.com
[2] cbc.ca
[2] nytimes.com
[1] thepeterboroughexaminer.com
[1] toronto.ca

Top Domains in Tweet in G3:
[13] childrenshealthdefense.org
[11] infodujour.fr
[10] documentcloud.org
[6] francesoir.fr
[5] twitter.com
[2] gov.uk
[2] lecourrier-du-soir.com
[2] nature.com
[2] youtube.com
[2] ouest-france.fr

Top Domains in Tweet in G4:
[3] net.au
[2] com.au
[2] ft.com
[1] scientificamerican.com
[1] advocacyforinclusion.org
[1] nature.com
[1] twitter.com
[1] news18.com

Top Domains in Tweet in G5:
[5] twitter.com
[5] substack.com
[3] theguardian.com
[1] org.uk
[1] nih.gov
[1] mercurynews.com
[1] youtube.com
[1] biorxiv.org
[1] usatoday.com
[1] time.com

Top Domains in Tweet in G6:
[6] news18.com
[3] thehindu.com
[2] business-standard.com
[2] captajitvadakayil.in
[1] twitter.com
[1] indiatimes.com
[1] livemint.com
[1] usnews.com
[1] hmtvlive.com

Top Domains in Tweet in G7:
[11] gob.ve
[6] youtube.com
[1] dailymotion.com
[1] venezuela-news.com

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[8] twitter.com
[6] npr.org
[3] covid19.place
[2] nbcnews.com
[2] webmd.com
[2] ucsd.edu
[2] wellcomeopenresearch.org
[2] buymeacoffee.com
[1] jamanetwork.com
[1] govdelivery.com

Top Domains in Tweet in G10:
[3] theepochtimes.com
[2] twitter.com
[1] nhs.uk
[1] ft.com
[1] go.com
[1] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[248] covid
[160] covid19
[77] prevención
[65] longcovid
[59] 31ago
[43] covid_19
[41] venezuelaenvictoria
[41] lavuelta22
[32] 30ago
[31] news



Top Hashtags in Tweet in G1:
[32] covid
[15] news
[13] covid19
[11] home
[11] politica
[11] economia
[10] casaitaliaradio
[10] webradio
[10] radio
[10] casa

Top Hashtags in Tweet in G2:
[12] onted
[9] covid
[8] covid19
[5] breaking
[4] longcovid
[4] sarscov2
[3] ltc
[2] bcpoli
[2] onhealth
[1] cdnpoli

Top Hashtags in Tweet in G3:
[13] macron
[5] edf
[5] rationnement
[5] electricite
[4] covid_19
[3] vincentpavan
[3] masque
[1] gouvernementdelahonte
[1] nucleaire
[1] mckinsey

Top Hashtags in Tweet in G4:
[13] auspol
[3] covid19aus
[2] covid19
[2] politicalcoward
[2] qldpol
[2] nswpol
[2] vicpol
[1] fucknationalcabinet
[1] covid
[1] aficovid

Top Hashtags in Tweet in G5:
[2] covid
[1] longcovid

Top Hashtags in Tweet in G6:
[4] covid19
[3] india
[2] fpi
[2] positivenews
[1] indian
[1] covid
[1] world
[1] upscextraattempt2023
[1] upscextraattempt
[1] modihaitomumkinhai

Top Hashtags in Tweet in G7:
[74] prevención
[41] 31ago
[27] venezuelaenvictoria
[26] envideo
[20] 30ago
[15] 9/1/2022 12:00:00 AM
[13] nuevaerabinacional
[13] elmetrorenace
[13] dato
[9] prevencion

Top Hashtags in Tweet in G8:
[21] noolvidamos

Top Hashtags in Tweet in G9:
[12] longcovid
[4] covid19
[3] covid
[2] h20summit
[1] covid_2019
[1] vaccineequity
[1] globalcitizenfestival
[1] rumour
[1] amiguitosdelalma

Top Hashtags in Tweet in G10:
[2] rhodeisland
[2] covidisnotover
[1] nbpoli
[1] covid19

Top Words
Top Words in Tweet in Entire Graph:
[7666] covid
[1777] 19
[693] people
[410] more
[393] vaccine
[351] long
[334] years
[281] many
[270] hoy
[253] over

Top Words in Tweet in G1:
[792] covid
[237] 19
[61] people
[45] more
[42] pandemic
[37] 2022
[37] क
[32] #covid
[30] time
[29] china

Top Words in Tweet in G2:
[233] covid
[82] ontario
[57] people
[57] school
[42] 19
[42] isolation
[35] go
[35] dr
[32] back
[30] public

Top Words in Tweet in G3:
[164] covid
[68] ils
[50] tiens
[39] tatiann69922625
[35] aux
[33] défense
[32] l'ivermectine
[31] f_philippot
[31] nih
[31] non

Top Words in Tweet in G4:
[199] covid
[54] days
[45] isolation
[32] period
[28] long
[28] albomp
[23] make
[20] see
[19] deaths
[19] medical

Top Words in Tweet in G5:
[133] covid
[59] data
[54] calvinrobinson
[44] pregnant
[44] women
[43] jab
[42] safety
[41] without
[40] nhs
[40] sajid

Top Words in Tweet in G6:
[75] क
[64] र
[61] covid
[39] प
[38] न
[37] म
[36] त
[34] pm
[33] narendramodi
[29] 19

Top Words in Tweet in G7:
[170] covid
[135] 19
[86] vtvcanal8
[74] #prevención
[53] mascarilla
[50] venezuela
[47] contra
[41] #31ago
[40] evitar
[38] uso

Top Words in Tweet in G8:
[219] hoy
[219] días
[202] manuelrico
[145] hospital
[141] residentes
[139] gobierno
[136] ayuso
[136] aprobó
[136] protocolo
[136] impedía

Top Words in Tweet in G9:
[99] covid
[35] 19
[15] dghisham
[15] vaccine
[14] study
[13] merdeka
[12] frontliners
[12] greeted
[12] thunderous
[12] applause

Top Words in Tweet in G10:
[39] covid
[13] people
[11] data
[11] stop
[9] flu
[8] johnsgunn
[7] 19
[7] deaths
[6] 2022
[6] cases

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1721] covid,19
[235] long,covid
[197] manuelrico,hoy
[157] covid,vaccine
[136] días,gobierno
[136] aprobó,protocolo
[136] protocolo,impedía
[136] impedía,trasladar
[136] trasladar,hospital
[136] hospital,residentes

Top Word Pairs in Tweet in G1:
[228] covid,19
[15] 19,pandemic
[14] contra,covid
[14] long,covid
[13] life,expectancy
[11] during,covid
[10] covid,test
[10] getting,covid
[10] leggi,più
[10] più,#casaitaliaradio

Top Word Pairs in Tweet in G2:
[42] covid,19
[25] go,back
[20] covid,isolation
[15] seeing,people
[15] people,saying
[15] saying,ontario
[15] ontario,gone
[15] gone,full
[15] full,florida
[15] florida,totally

Top Word Pairs in Tweet in G3:
[26] covid,ils
[25] tiens,tiens
[25] tiens,soudain
[25] soudain,l'ivermectine
[25] l'ivermectine,apparaît
[25] apparaît,site
[25] site,web
[25] web,nih
[25] nih,traiter
[25] traiter,covid

Top Word Pairs in Tweet in G4:
[19] isolation,period
[17] long,covid
[15] covid,isolation
[15] rule,everyone
[15] everyone,catches
[15] catches,covid
[15] covid,make
[15] make,appointment
[15] appointment,see
[15] see,mp

Top Word Pairs in Tweet in G5:
[43] covid,jab
[40] nhs,sajid
[40] sajid,javid
[40] javid,recommend
[40] recommend,pregnant
[40] pregnant,women
[40] women,take
[40] take,covid
[40] jab,without
[40] without,safety

Top Word Pairs in Tweet in G6:
[29] covid,19
[24] रत,क
[24] र,क
[24] ह,प
[23] under,leadership
[20] hon,pm
[19] leadership,hon
[19] pm,india's
[19] india's,covid
[19] 19,management

Top Word Pairs in Tweet in G7:
[135] covid,19
[51] vtvcanal8,#prevención
[45] 19,venezuela
[40] contra,covid
[38] #prevención,uso
[38] uso,adecuado
[38] adecuado,mascarilla
[38] mascarilla,indica
[38] indica,métodos
[38] métodos,preventivos

Top Word Pairs in Tweet in G8:
[197] manuelrico,hoy
[136] días,gobierno
[136] aprobó,protocolo
[136] protocolo,impedía
[136] impedía,trasladar
[136] trasladar,hospital
[136] hospital,residentes
[134] gobierno,ayuso
[134] ayuso,aprobó
[128] residentes,vulnerab

Top Word Pairs in Tweet in G9:
[32] covid,19
[12] 19,frontliners
[12] frontliners,greeted
[12] greeted,thunderous
[12] thunderous,applause
[12] applause,merdeka
[12] merdeka,parade
[12] vaccine,serious
[11] dghisham,covid
[8] long,covid

Top Word Pairs in Tweet in G10:
[8] people,stop
[7] covid,19
[6] covid,flu
[5] stop,saying
[5] saying,covid
[5] flu,that'd
[5] that'd,great
[5] great,here's
[5] here's,brunswick's
[5] brunswick's,covid

Top Replied-To
Top Replied-To in Entire Graph:
@covid_parent
@jewelshepard
@laurieallee
@albomp
@ctvnews
@doctorsoumya
@mjrowland68
@ap
@joebiden
@drfahrettinkoca

Top Replied-To in G2:
@ctvnews
@naheedd
@pullhard
@drrck11
@kali_mountford
@pamclayfield
@rosie744
@regina_bateson
@cunnilinguist77
@badcookbook

Top Replied-To in G3:
@clairejardin1
@olivierveran
@france_soir
@annette_lexa

Top Replied-To in G4:
@albomp
@mjrowland68
@angryblacklady
@drkerrynphelps
@prguy17
@juliairwinator
@bababooie42
@zephyrdom
@sashapepi01
@humanheadline

Top Replied-To in G5:
@calvinrobinson
@earlkralik
@helencarroll4
@notagainever
@teresaf39829228
@mercurymachina
@rayungerer
@mtm14

Top Replied-To in G6:
@narendramodi
@shitul905
@nrajabpcl
@rkmarar9
@bournvitaindia
@drshaikhkhursh2
@osmania1917

Top Replied-To in G8:
@manuelrico

Top Replied-To in G9:
@doctorsoumya
@drgregkelly
@drgrahamlj
@annastaciamp
@neilboltonrspl
@pipfox1
@dansuan2
@trans_farmer
@imudlet
@drjbhattacharya

Top Replied-To in G10:
@murphyone4u
@treeps3
@buchanan17
@david_rb82
@mancmenace1
@mcfunny
@scepticalaussie

Top Mentioned
Top Mentioned in Entire Graph:
@manuelrico
@vtvcanal8
@dusty_dweller
@calvinrobinson
@jewelshepard
@tristansnell
@beoncloud_th
@femi_sorry
@tatiann69922625
@chuckcallesto

Top Mentioned in G1:
@truthseekers111
@newsflash_tf
@limits_stop
@volontariste
@danskefor
@kimpaluzzi
@oxbridgentrance
@parkerjudith7
@therealesmitty

Top Mentioned in G2:
@cheridinovo
@ctvnews
@regina_bateson
@financialtimes
@dfisman
@drmwarner
@moriartylab
@andrewfromkw
@raghu_venugopal
@hurleyochucupe

Top Mentioned in G3:
@tatiann69922625
@f_philippot
@banounhelene
@lenoblemarie1
@dupontaignan
@avocatdupeuple
@martinewonner
@annette_lexa
@lobservateurli2
@france_soir

Top Mentioned in G4:
@albomp
@alanbixter
@sparnis
@profmiketoole
@breakfastnews
@mon4kooyong
@mjrowland68
@jamesgmcgregor
@chantz_y
@dom_perrottet

Top Mentioned in G5:
@calvinrobinson
@chuckcallesto
@vprasadmdmph
@mercnews
@dockaurg
@thackerpd
@pierrepoilievre
@ajfkdemocrat
@jusrangers
@dusty_dweller

Top Mentioned in G6:
@narendramodi
@myogiadityanath
@pmoindia
@visshnumittal
@ktrtrs
@nrajabpcla
@indiaunleashed_
@damodarhegde4
@keeranl
@drmadhurimahato

Top Mentioned in G7:
@vtvcanal8
@burozalcaldia
@gnb_pueblo
@carnetdlapatria
@characiacmdte
@2daciasantome
@jaofgamer90
@salcedoalberto3
@chiquitica302
@josekri30

Top Mentioned in G8:
@manuelrico
@fiscal_es
@maribel60780973
@chinatodecarlos

Top Mentioned in G9:
@dghisham
@who
@drjbhattacharya
@elisaperego78
@doctorsoumya
@dansuan2
@josephfraiman
@sanchezcastejon
@drgregkelly
@khairykj

Top Mentioned in G10:
@johnsgunn
@breezergalway
@epochtimes
@1ohreally
@kit_yates_maths
@skepticalmutant
@jimeeliberty
@keetmuise
@shocktraumarn
@krebiozen

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@telkomsel
@zazoomblog
@infoitinterno
@americanair
@detikcom
@recitesocial
@teamyoutube
@vaporware
@chris_1791

Top Tweeters in G1:
@la_patilla
@zazoomblog
@infoitinterno
@vaporware
@vivacoid
@blackcentaurfx
@rapplerdotcom
@infobae
@navroopsingh_
@antaranews

Top Tweeters in G2:
@guardian
@globeandmail
@torontostar
@ctvnews
@financialtimes
@countfloyd2020
@bruce_arthur
@woozioveralls
@yeswombat
@cbcnews

Top Tweeters in G3:
@lopezdominique2
@william85837998
@jackimbe
@peneloppe192
@philvelissariou
@hervefav
@volkoffvitch
@planete72
@darioritum
@cosetterusso

Top Tweeters in G4:
@blanketcrap
@slsandpet
@myknittingwool
@angryblacklady
@davidr8203
@popcoin3
@bababooie42
@lugubriouslarry
@teresabdb62
@ozequitist

Top Tweeters in G5:
@mailonline
@mercnews
@gilljames54
@theonlyguru
@black_author
@nscrowba
@rayungerer
@godfrey28482926
@iamshinerk
@incflam

Top Tweeters in G6:
@justice78602373
@paraskghelaanii
@nair_nandu08
@rkmarar9
@lakshmianand96
@yapravin
@indiaunleashed_
@kiiishann
@dravsriv
@ajey_rai

Top Tweeters in G7:
@vtvcanal8
@metro_caracas
@gnb_pueblo
@nicolasmaduro
@ebenciol
@gnb_anzoategui
@yuleimarodrig16
@ali68096077
@valeria_gr76
@elicerrada

Top Tweeters in G8:
@chinatodecarlos
@emocionycambio
@msanchezp4
@andergayamor
@isabelgranadina
@rivillateresa
@alsajano
@firrisflaiflas
@sinue_234
@rosa67romero

Top Tweeters in G9:
@maknaemarch
@xpatjock
@peterjukes
@johnwest_jaws
@sehanchanhyun
@ellenagreaux
@tdoylecarasol
@lmcjury
@marcusfitzsimon
@katecushing2

Top Tweeters in G10:
@doritmi
@rolo_tamasi
@scepticalaussie
@epochtimes
@fillmorewhite
@monstercoyliar
@stutterloudly
@takethatct
@mcfunny
@breezergalway


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