COVID, Twitter, 8/7/2021 4:58:37 PM, 259690


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COVID_2021-08-07_00-39-28.xlsx
COVID_2021-08-07_00-39-28.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 07, 2021
Short Description:
COVID via NodeXL https://bit.ly/3fCWWHK
@govrondesantis
@cdcgov
@nikkifried
@mentju4
@aviater
@jim_jordan
@duty2warn
@tonino6359
@carlostryidero
@tuckercarlson

Top hashtags:
#covid19
#covid
#covid_19
#whatshappeninginmyanmar
#coronavirus
#covid_free_gujranwala

Description:
Description
The graph represents a network of 11,680 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, 07 August 2021 at 07:59 UTC.

The requested start date was Friday, 06 August 2021 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, 1-minute period from Saturday, 31 July 2021 at 12:18 UTC to Tuesday, 03 August 2021 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 : 11680
Unique Edges : 6194
Edges With Duplicates : 12717
Total Edges : 18911
Number of Edge Types : 5
Retweet : 5727
MentionsInRetweet : 6575
Replies to : 869
Tweet : 3543
Mentions : 2197
Self-Loops : 3588
Reciprocated Vertex Pair Ratio : 0.00474613686534216
Reciprocated Edge Ratio : 0.00944743491156762
Connected Components : 3501
Single-Vertex Connected Components : 838
Maximum Vertices in a Connected Component : 987
Maximum Edges in a Connected Component : 2062
Maximum Geodesic Distance (Diameter) : 32
Average Geodesic Distance : 10.465142
Graph Density : 6.6732292007549E-05
Modularity : 0.557989
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 11,680 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, 07 August 2021 at 07:59 UTC.

The requested start date was Friday, 06 August 2021 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, 1-minute period from Saturday, 31 July 2021 at 12:18 UTC to Tuesday, 03 August 2021 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:
[42] https://news.yahoo.com/mr-lordi-finnish-metal-band-covid-vaccine-shot-costume-184422394.html
[25] https://www.city.kobe.lg.jp/a73576/kenko/health/infection/protection/covid-19_vaccine_reservation.html
[24] https://www.theepochtimes.com/mkt_morningbrief/cdc-397-children-suffered-heart-inflammation-after-covid-19-vaccine_3928019.html
[21] https://www.wsj.com/articles/fda-ivermectin-covid-19-coronavirus-masks-anti-science-11627482393
[17] https://coronavirus.jhu.edu/data/hospitalization-7-day-trend
[14] https://www.thesun.co.uk/news/15764260/vaccine-passports-pubs-covid-variants/
[13] https://www.cnbc.com/2021/07/30/cdc-study-shows-74percent-of-people-infected-in-massachusetts-covid-outbreak-were-fully-vaccinated.html
[13] https://financialpost.com/news/economy/long-covid-defies-understanding-with-some-fearing-it-could-be-this-generations-polio/wcm/1d024d9d-b371-4132-b553-048fcfe8f68a/amp/
[12] https://www.jpost.com/health-science/israeli-scientist-says-covid-19-could-be-treated-for-under-1day-675612
[12] https://twitter.com/kyawhsanhlaing1/status/1422128024544169992

Top URLs in Tweet in G1:
[12] https://twitter.com/kyawhsanhlaing1/status/1422128024544169992
[11] https://twitter.com/IrrawaddyNews/status/1422132227928821764
[5] https://www.cnn.com/2021/07/31/us/new-orleans-covid-19-surge/index.html
[4] http://www.cnn.com/
[3] https://news.google.com/__i/rss/rd/articles/CBMiK2h0dHBzOi8vd3d3LnlvdXR1YmUuY29tL3dhdGNoP3Y9Z25zRXBNVS1jdE3SAQA?oc=5&utm_source=dlvr.it&utm_medium=twitter
[2] https://www.cnbc.com/2021/07/30/cdc-study-shows-74percent-of-people-infected-in-massachusetts-covid-outbreak-were-fully-vaccinated.html
[2] https://twitter.com/KenRoth/status/1421313816470622210
[2] https://twitter.com/hearthecolor/status/1238485548920078337
[2] https://sigloveinte.mx/ante-la-tercera-ola-de-contagios-de-covid-19-la-cruz-roja-huetamo-realiza-campana-de-concientizacion/
[2] https://www.washingtonpost.com/politics/2021/08/01/david-byrd-covid/

Top URLs in Tweet in G2:
[3] https://trib.al/W2hlEjs
[2] https://www.huffpost.com/entry/dan-gelber-miami-beach-florida-desantis-covid-pied-piper_n_610733c9e4b0fd216c26e6f3
[2] https://www.rawstory.com/florida-desantis/
[2] https://www.cbsnews.com/news/tennessee-incentivizes-giving-cows-vaccines-but-giving-humans-covid-shots-not-so-much/
[2] https://abc7.com/covid-breakthrough-cdc-data/10923757/
[1] https://ktla.com/news/nationworld/i-should-have-gotten-the-damn-vaccine-las-vegas-father-of-5-dies-after-contracting-covid-19-in-socal/
[1] https://abcnews.go.com/Health/wireStory/florida-hospitals-taking-steps-battle-record-covid-surge-79224756
[1] https://www.cbsnews.com/news/covid-19-vaccine-70-percent-adults-goal-white-house/
[1] https://cnn.it/3j8P3e3
[1] https://www.nytimes.com/2021/08/01/us/covid-us-vaccine-wasted.html?referringSource=articleShare

Top URLs in Tweet in G3:
[3] https://www.washingtonpost.com/health/2021/07/31/vaccinated-angry-at-unvaccinated/?utm_campaign=wp_main&utm_medium=social&utm_source=facebook
[2] https://www.thetimes.co.uk/article/ff3d343e-f379-11eb-8f01-2c678acbb979?shareToken=edada85fde9c7a4ca89f2b01666fae20
[1] https://slate.com/technology/2021/08/long-covid-breakthrough-infection-vaccinated.html
[1] https://www.nytimes.com/interactive/2021/05/18/opinion/covid-19-vaccine-hesitancy.html?campaign_id=39&emc=edit_ty_20210803&instance_id=36961&nl=opinion-today®i_id=78444803&segment_id=65204&te=1&user_id=d5b63495fd879c619e0e9cc087d3d0d3

Top URLs in Tweet in G4:
[2] https://www.republicworld.com/business-news/international-business/pfizer-and-moderna-signal-big-hike-in-prices-of-their-covid-19-vaccines-in-european-union.html
[1] https://www.moneycontrol.com/news/business/jobs-jobs-jobs-hiring-by-indian-it-companies-touches-5-year-high-7268591.html
[1] https://indianexpress.com/article/india/record-87-8-lakh-doses-on-31st-india-meets-july-target-7433813/
[1] https://www.janmabhumi.in/news/india/johnson-johnson-withdraws-accelerated-approval-of-its-covid-vaccine-in-india
[1] https://theprint.in/health/indias-r-crosses-1-for-the-first-time-since-may-continued-trend-could-indicate-new-covid-wave/707549/
[1] https://twitter.com/ChiefRamban/status/1421335941730291713
[1] https://twitter.com/MPSSocietyUK/status/1421426415245971458

Top URLs in Tweet in G5:
[17] https://coronavirus.jhu.edu/data/hospitalization-7-day-trend
[2] https://www.nytimes.com/2021/08/01/us/covid-santa-monica-icu.html?action=click&module=Spotlight&pgtype=Homepage
[1] https://sharylattkisson.com/2021/07/read-cdc-74-who-got-covid-19-in-a-recent-analysis-had-been-fully-vaccinated/
[1] https://twitter.com/nypost/status/1422376946709696516
[1] https://www.hmbreview.com/opinion/matters_of_opinion/now-risks-of-further-isolation-are-worse-than-covid/article_3f02540e-efcf-11eb-b48d-837249cc878e.html?fbclid=IwAR3B6egCeAswtmevAVRjLgjmZRh79bLXlPrQbbED7ytDn3CeLK9Ee1wkPLw#tncms-source=signup
[1] https://www.jpost.com/health-science/israeli-scientist-says-covid-19-could-be-treated-for-under-1day-675612
[1] https://www.politico.com/states/florida/story/2021/08/02/florida-covid-hospitalizations-shatter-record-as-desantis-downplays-threat-1389356
[1] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Feclinm%2Farticle%2FPIIS2589-5370%2821%2900324-2%2Ffulltext&rc=0
[1] https://spectatorworld.com/topic/return-mask-mandate-mania-los-angeles-washington-dc/

Top URLs in Tweet in G6:
[7] https://www.washingtonpost.com/opinions/2021/08/02/new-report-says-covid-emerged-in-wuhan-months-earlier/
[4] https://trib.al/UkTtXx1
[3] https://www.youtube.com/watch?v=md1LHrSWUOc&feature=youtu.be

[3] https://www.independent.co.uk/news/uk/politics/covid-vaccine-passports-student-university-b1894367.html
[2] http://trib.al/SyAEys3
[2] https://www.washingtonexaminer.com/news/gop-report-evidence-proves-covid-emerged-wuhan-lab
[2] https://wapo.st/3fa58is
[2] https://www.washingtonpost.com/dc-md-va/2021/07/06/appalachian-covid-deniers-nurses-virginia/?utm_source=twitter&utm_medium=acq-nat&utm_campaign=runway-2021&utm_content=local-nurses-runway
[2] https://www.express.co.uk/news/world/1470925/China-Covid-Beijing-lockdown-delta-variant-latest-cases-coronavirus-news
[2] https://www.express.co.uk/news/world/1470387/eu-news-emmanuel-macron-latest-france-AstraZeneca-vaccine-covid-jab

Top URLs in Tweet in G7:
[3] https://www.axios.com/obama-plans-birthday-bash-amid-covid-concerns-26278329-43be-473d-bf16-80b025e03912.html?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_content=politics-obama
[2] https://trib.al/L5xe4Qr
[2] https://www.rawstory.com/louisiana-restrictions/
[2] https://wwwnc.cdc.gov/travel/notices/covid-4/coronavirus-greece
[2] https://www.foxnews.com/politics/fauci-top-scientist-called-to-brief-top-committees
[2] https://rumble.com/vkjo85-gaetz-covid-carrying-illegals-need-to-be-stopped.html?mref=1kztv&mc=6zrce&utm_source=twitter
[2] https://www.mediaite.com/tv/meghan-mccain-says-she-has-a-higher-likelihood-of-getting-shot-to-death-in-d-c-than-dying-of-covid/
[2] https://twitter.com/MattWalshBlog/status/1421167619013480450
[1] https://justthenews.com/politics-policy/coronavirus/after-two-years-usage-cdc-will-move-away-covid-tests-pose-risks-false
[1] https://vaccines.gov/

Top URLs in Tweet in G8:
[13] https://financialpost.com/news/economy/long-covid-defies-understanding-with-some-fearing-it-could-be-this-generations-polio/wcm/1d024d9d-b371-4132-b553-048fcfe8f68a/amp/
[3] https://www.scientificamerican.com/article/a-tsunami-of-disability-is-coming-as-a-result-of-lsquo-long-covid-rsquo/
[2] https://twitter.com/lauramiers/status/1421969767649447944
[1] https://www.sacbee.com/news/coronavirus/article252776193.html#storylink=cpy
[1] https://www.sacbee.com/news/coronavirus/article252776193.html
[1] https://twitter.com/lauramiers/status/1378993564349267974
[1] https://www.theguardian.com/society/2021/jul/15/long-covid-has-more-than-200-symptoms-study-finds
[1] https://www.wbur.org/hereandnow/2021/06/28/coronavirus-long-hauler-crisis

Top URLs in Tweet in G9:
[2] https://www.aier.org/article/sweden-despite-variants-no-lockdowns-no-daily-covid-deaths/
[2] https://www.youtube.com/channel/UC0vn8ISa4LKMunLbzaXLnOQ
[2] https://www.bitchute.com/video/AYvCetnuH5aG/
[1] https://twitter.com/deborahmeaden/status/1422185589080797191
[1] https://dailysceptic.org/2021/08/03/preg-cov-new-trial-to-study-potential-side-effects-of-covid-vaccination-of-pregnant-women-on-babies/
[1] https://www.independent.co.uk/news/business/news/furlough-jobs-business-employment-covid-b1894585.html

Top URLs in Tweet in G10:
[2] https://miami.cbslocal.com/2021/07/30/covid-delta-variant-summer-spike/
[2] https://www.cnbc.com/2021/07/30/breakthrough-covid-cases-at-least-125000-fully-vaccinated-americans-have-tested-positive.html?utm_content=Main&utm_medium=Social&utm_source=Twitter#Echobox=1627677814
[2] https://www.cnbc.com/2021/08/03/european-markets-major-earnings-covid-19-spread-economic-data.html?utm_term=Autofeed&utm_medium=Social&utm_content=Main&utm_source=Twitter#Echobox=1627970723
[2] http://trib.al/jXakpZV
[2] https://foreignpolicy.com/2021/07/30/booster-shot-coronavirus-covid-science/
[1] https://www.sciencemag.org/news/2021/07/overlooked-superpower-mrna-vaccines
[1] https://www.cell.com/immunity/fulltext/S1074-7613(21)00294-6
[1] https://on.msnbc.com/3lETpg7
[1] https://on.msnbc.com/3jgoPGz
[1] https://cnb.cx/3oAIQtW

Top Domains
Top Domains in Tweet in Entire Graph:
[384] twitter.com
[101] co.uk
[61] trib.al
[47] yahoo.com
[45] com.br
[42] nytimes.com
[37] theguardian.com
[36] theepochtimes.com
[35] wsj.com
[34] bit.ly

Top Domains in Tweet in G1:
[126] twitter.com
[14] cnn.com
[14] nytimes.com
[13] com.br
[11] co.uk
[9] theguardian.com
[8] msn.com
[8] apple.news
[7] washingtonpost.com
[6] cnbc.com

Top Domains in Tweet in G2:
[7] nyti.ms
[4] trib.al
[3] cbsnews.com
[2] huffpost.com
[2] rawstory.com
[2] abc7.com
[2] nytimes.com
[1] ktla.com
[1] go.com
[1] cnn.it

Top Domains in Tweet in G3:
[3] washingtonpost.com
[2] co.uk
[1] slate.com
[1] nytimes.com

Top Domains in Tweet in G4:
[2] republicworld.com
[2] twitter.com
[1] moneycontrol.com
[1] indianexpress.com
[1] janmabhumi.in
[1] theprint.in

Top Domains in Tweet in G5:
[17] jhu.edu
[2] nytimes.com
[1] sharylattkisson.com
[1] twitter.com
[1] hmbreview.com
[1] jpost.com
[1] politico.com
[1] elsevierhealth.com
[1] spectatorworld.com

Top Domains in Tweet in G6:
[10] washingtonpost.com
[9] youtube.com
[7] co.uk
[6] trib.al
[5] wapo.st
[3] cnn.it
[3] washingtonexaminer.com
[2] blogspot.com
[1] cnn.com
[1] usa.gov

Top Domains in Tweet in G7:
[7] axios.com
[6] twitter.com
[3] rawstory.com
[3] cdc.gov
[2] trib.al
[2] foxnews.com
[2] rumble.com
[2] mediaite.com
[1] justthenews.com
[1] vaccines.gov

Top Domains in Tweet in G8:
[13] financialpost.com
[3] twitter.com
[3] scientificamerican.com
[2] sacbee.com
[1] theguardian.com
[1] wbur.org

Top Domains in Tweet in G9:
[2] aier.org
[2] youtube.com
[2] bitchute.com
[1] twitter.com
[1] dailysceptic.org
[1] co.uk

Top Domains in Tweet in G10:
[4] cnbc.com
[3] msnbc.com
[2] cbslocal.com
[2] trib.al
[2] twitter.com
[2] foreignpolicy.com
[1] sciencemag.org
[1] cell.com
[1] cnb.cx
[1] cnn.it

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[222] covid19
[219] covid
[81] covid_19
[53] whatshappeninginmyanmar
[39] coronavirus
[30] covid_free_gujranwala
[26] myanmarcovidsos
[26] sacwantscoviduncontrollable
[25] clean_green_grw
[24] deltavariant



Top Hashtags in Tweet in G1:
[32] covid19
[32] whatshappeninginmyanmar
[24] myanmarcovidsos
[24] sacwantscoviduncontrollable
[22] stoparrestingdoctors
[20] covid
[14] july31coup
[13] aug2coup
[12] recognizenug
[10] coronavirus

Top Hashtags in Tweet in G2:
[5] covid
[3] demvoice1
[3] deathsantis
[2] demcastfl
[2] covid19
[1] getvaccinated
[1] covidzero
[1] covidvaccine

Top Hashtags in Tweet in G3:
[1] 4corners

Top Hashtags in Tweet in G4:
[9] indianarmy
[8] covid19
[8] covid
[8] ignou_students_against_offline_exam
[6] kashmir
[5] cbsepvtstudentsincrisis
[4] awaam
[3] cbseprivatestudents
[2] unite2fightcorona
[2] zainakot

Top Hashtags in Tweet in G6:
[2] covid19
[1] covidvaccine
[1] lavatusmanosconjabon
[1] quedateencasa
[1] vacunate
[1] usadoblemascarilla
[1] usaprotetorfacial

Top Hashtags in Tweet in G7:
[9] covid
[3] travelban
[1] lollapalooza
[1] deltavariant
[1] loveisnottourism
[1] s
[1] trump
[1] usa
[1] trumpliedwedied
[1] κυβέρνηση_μητσοτάκη

Top Hashtags in Tweet in G10:
[6] covid19
[2] sundayshow
[2] vaccinated
[2] deltavariant
[1] florida
[1] morningjoe
[1] vaccine
[1] coronavirus

Top Words
Top Words in Tweet in Entire Graph:
[8434] covid
[2688] 19
[847] people
[679] vaccine
[548] vaccinated
[522] cases
[404] more
[343] positive
[337] one
[316] yang

Top Words in Tweet in G1:
[854] covid
[327] 19
[64] people
[54] vaccine
[42] more
[37] vaccinated
[32] #covid19
[32] pandemic
[32] #whatshappeninginmyanmar
[31] day

Top Words in Tweet in G2:
[150] covid
[80] florida
[39] hospitalizations
[36] 19
[30] govrondesantis
[27] nikkifried
[26] cases
[25] joncoopertweets
[23] record
[20] issue

Top Words in Tweet in G3:
[111] covid
[58] people
[41] occupydemocrats
[40] breaking
[40] news
[36] die
[35] pandemic
[35] intubate
[35] suffering
[35] tell

Top Words in Tweet in G4:
[86] covid
[29] narendramodi
[23] cases
[20] meghupdates
[19] students
[17] last
[17] due
[16] india's
[16] pmoindia
[15] 19

Top Words in Tweet in G5:
[120] covid
[78] benshapiro
[74] ill
[73] mildly
[73] public
[72] testing
[69] getting
[68] positive
[68] vaccination
[68] cause

Top Words in Tweet in G6:
[82] covid
[42] news
[41] 19
[32] youtube
[29] misinformation
[25] washingtonpost
[25] fox
[20] australia
[19] vaccinated
[17] cnn

Top Words in Tweet in G7:
[61] covid
[24] 19
[15] cdcgov
[15] cases
[14] vaccine
[14] potus
[12] people
[10] mandates
[9] #covid
[9] vaccinated

Top Words in Tweet in G8:
[101] covid
[95] lauramiers
[51] mild
[51] hospitalized
[51] media
[50] case
[50] completely
[50] destroyed
[50] life
[50] day

Top Words in Tweet in G9:
[44] covid
[10] neil
[10] gbnews
[9] oliver
[8] still
[8] risk
[7] martindaubney
[6] deaths
[6] media
[6] people

Top Words in Tweet in G10:
[59] covid
[29] 19
[12] msnbc
[11] vaccinated
[10] relief
[10] delta
[10] vaccine
[9] erictopol
[8] case
[7] florida

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2571] covid,19
[214] covid,cases
[192] positive,covid
[160] contra,covid
[147] delta,variant
[146] covid,vaccine
[141] fully,vaccinated
[126] testing,positive
[109] covid,vaccination
[104] 19,vaccine

Top Word Pairs in Tweet in G1:
[316] covid,19
[26] junta,uses
[26] uses,covid
[26] covid,weapons
[24] contra,covid
[23] weapons,#myanmarcovidsos
[22] #myanmarcovidsos,#stoparrestingdoctors
[22] #stoparrestingdoctors,#sacwantscoviduncontrollable
[17] covid,vaccine
[15] delta,variant

Top Word Pairs in Tweet in G2:
[36] covid,19
[19] covid,hospitalizations
[18] nikkifried,florida
[18] head,sand
[17] florida,seeing
[17] seeing,record
[17] record,covid
[17] hospitalizations,govrondesantis
[17] govrondesantis,needs
[17] needs,take

Top Word Pairs in Tweet in G3:
[40] breaking,news
[37] occupydemocrats,breaking
[35] intubate,people
[35] people,suffering
[35] suffering,covid
[35] covid,tell
[35] tell,afraid
[35] afraid,beg
[35] beg,die
[35] die,cry

Top Word Pairs in Tweet in G4:
[20] covid,cases
[15] covid,19
[14] india's,covid
[12] 49,85
[12] 85,india's
[12] cases,last
[12] last,week
[12] week,reported
[12] reported,kerala
[12] kerala,health

Top Word Pairs in Tweet in G5:
[73] mildly,ill
[68] testing,positive
[68] positive,covid
[68] covid,vaccination
[68] vaccination,getting
[68] getting,mildly
[68] ill,cause
[68] cause,alarm
[68] alarm,public
[67] benshapiro,testing

Top Word Pairs in Tweet in G6:
[41] covid,19
[25] fox,news
[20] news,australia
[16] over,covid
[14] youtube,banned
[14] banned,murdoch's
[14] murdoch's,sky
[14] sky,news
[14] australia,seven
[14] seven,days

Top Word Pairs in Tweet in G7:
[23] covid,19
[6] 19,cases
[5] delta,variant
[5] 60th,birthday
[5] birthday,bash
[5] martha,vineyard
[4] fight,delta
[4] breakthrough,cases
[4] indoor,mask
[4] mask,mandates

Top Word Pairs in Tweet in G8:
[50] mild,case
[50] case,covid
[50] covid,completely
[50] completely,destroyed
[50] destroyed,life
[50] life,day
[50] day,hospitalized
[50] hospitalized,hearing
[50] hearing,media
[50] media,describe

Top Word Pairs in Tweet in G9:
[9] neil,oliver
[6] oliver,'for
[6] 'for,sake
[6] sake,freedom
[6] freedom,yours
[6] yours,mine
[6] mine,together
[6] together,cheerfully
[6] cheerfully,risk
[6] risk,catching

Top Word Pairs in Tweet in G10:
[27] covid,19
[10] 19,relief
[6] delta,variant
[5] seven,day
[5] day,covid
[5] 19,case
[5] case,average
[5] average,surpassing
[5] surpassing,last
[5] last,summer

Top Replied-To
Top Replied-To in Entire Graph:
@kangutang04
@joncoopertweets
@covid_41
@katiecouric
@govrondesantis
@cnn
@benshapiro
@lauramiers
@marcorubio
@combat__covid

Top Replied-To in G2:
@joncoopertweets
@govrondesantis
@abc7
@iampoliticsgirl
@b52malmet
@lindyli
@tacoshirtk
@karenstoeppler
@glossnblush
@pat_nabong

Top Replied-To in G3:
@desijed
@rebeccalwelch
@occupydemocrats
@timhannan
@ananavarro

Top Replied-To in G4:
@pmoindia
@anubha1812
@breakingclutter
@dj_0403
@jyotsnadevi33

Top Replied-To in G5:
@benshapiro
@drscottbalsitis
@mamilsnarky
@scottadamssays
@snorploxodontus

Top Replied-To in G6:
@cnn
@ryanstruyk
@amandacarpenter
@f92zulu
@meidastouch
@peterbrownbarra
@washingtonpost

Top Replied-To in G7:
@senronjohnson
@potus
@angry_staffer
@black0_panther
@vp
@buggeroff52
@sentedcruz
@swimdancemom1
@sigvoice
@aaronecarroll

Top Replied-To in G8:
@lauramiers
@h0rn3t77
@rockergirl81l
@maskupfolk
@sandibachom

Top Replied-To in G9:
@martindaubney
@patriotuk85
@thethreat63
@woldslinx
@gbnews
@jamesdoleman
@swordthechemist
@thejoshpace
@tomphalon
@seamusmacsuibh1

Top Replied-To in G10:
@msnbc
@labeanball1
@drtomfrieden
@dinapomeranz
@jakobjunker1
@erictopol

Top Mentioned
Top Mentioned in Entire Graph:
@lauramiers
@benshapiro
@rwmalonemd
@jennyeye
@occupydemocrats
@ioryhamon
@compact_m1ni
@typicalmsian
@redbaybound
@tanawatofficial

Top Mentioned in G1:
@hiremaidea
@abi_bolivia
@dark_fell0w
@patriotictrauma
@sarabanda_
@rossy119
@hearthecolor
@doblevb
@ladysilviait
@jflippo1327

Top Mentioned in G2:
@nikkifried
@govrondesantis
@joncoopertweets
@nytimes
@kylegriffin1
@lollapalooza
@steventdennis
@seekingsusie
@b52malmet
@ron_begone

Top Mentioned in G3:
@occupydemocrats
@redbaybound
@ananavarro
@angelarayner
@goodlawproject
@drcraigemerson
@timhannan
@slate
@survivor_corps
@dianaberrent

Top Mentioned in G4:
@narendramodi
@meghupdates
@pmoindia
@dpradhanbjp
@mnageswarraoips
@khushnumakashm1
@piyushgoyal
@bjp4india
@mohfw_india
@radiochinar

Top Mentioned in G5:
@benshapiro
@repthomasmassie
@drscottbalsitis
@gerrycallahan
@okyeppers
@mirandadevine
@aginnt
@thespectator
@scottadamssays

Top Mentioned in G6:
@washingtonpost
@youtube
@cnn
@meidastouch
@joshrogin
@duty2warn
@cnnopinion
@repmccaul
@houseforeigngop
@jerrydunleavy

Top Mentioned in G7:
@cdcgov
@potus
@axios
@rawstory
@sentedcruz
@angry_staffer
@kenvogel
@senronjohnson
@mattgaetz
@seanhannity

Top Mentioned in G8:
@lauramiers
@williamlegate
@therickydavila
@rexchapman
@justphilly__
@skpromasker
@rockergirl81l
@sandibachom
@brendam41641614

Top Mentioned in G9:
@gbnews
@martindaubney
@thecoastguy
@patriotuk85
@michaelpsenger
@gillianmckeith
@dockaurg
@nickhudsonct
@toadmeister
@oldmackisback

Top Mentioned in G10:
@msnbc
@erictopol
@joenbc
@maddowblog
@morningmika
@todayshow
@daxgigandet
@hayesbrown
@williegeist
@cnbc

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@ichibankuji
@dolartoday
@kompascom
@detikcom
@republikaonline
@s9tmt
@liputan6dotcom
@unoticias
@ejlazar

Top Tweeters in G1:
@dolartoday
@detikcom
@liputan6dotcom
@denniskoch10
@sonialavera
@antaranews
@jpnncom
@merdekadotcom
@canisgallicus
@exbulletinuk

Top Tweeters in G2:
@slimchick1900
@nytimes
@lovealaska1105
@b52malmet
@tony201713
@craigmatsuda
@politibunny
@mimislittlelamb
@drturpin
@10tampabay

Top Tweeters in G3:
@sar_oso
@princessbravato
@slate
@1feralkat
@caz5697
@priyanka_twt19
@alfieturner2
@hnturtledove
@outspokenone03
@seanflan45

Top Tweeters in G4:
@innovativehindu
@ndtv
@republic
@krishworlds
@kingpraveena
@cestmoiz
@meenavyas50
@bjp4india
@jyotsnadevi33
@hindunatl

Top Tweeters in G5:
@mckinleyfr
@rem3276
@bigredkitty7
@miriamdeaza
@benshapiro
@rigmatthew
@vpicsmania
@thebilliepayne
@mdknight2016
@imagecaptured

Top Tweeters in G6:
@independent
@daily_express
@88seattle61
@dcexaminer
@ana_captures
@contenttba
@washingtonpost
@souzaeluam
@cnn
@rtinkham

Top Tweeters in G7:
@roripierpont1
@kaffe_takk
@rhapsodynbloom
@freedomlosing
@rawstory
@cnnpolitics
@mediaite
@suzecat52
@peteralanwaller
@axios

Top Tweeters in G8:
@inspiteoftrump
@auntsophie1
@dancindoti
@djriter
@find45sdealer
@drdoodlie1994
@sandibachom
@lesley_nope
@annemarieflynn2
@td_stewart

Top Tweeters in G9:
@terrytyler4
@georgegalloway
@sirbasilbrush
@jamesdoleman
@reveident
@barbaragoggin4
@zubymusic
@nigella_i5e
@proftimnoakes
@effiedeans

Top Tweeters in G10:
@alani_x
@itprofess_actor
@cnbc
@carolymorrisse1
@james10gg
@msnbc
@inactionnever
@jacquivotesblue
@ksbrooker
@teebern


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