COVID, Twitter, 11/17/2020 10:46:58 AM, 241656


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COVID_2020-11-17_01-04-41.xlsx
COVID_2020-11-17_01-04-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 17, 2020
Short Description:
COVID via NodeXL https://bit.ly/3pD9baM
@joebiden
@realdonaldtrump
@drkatraphael
@susboz108
@jerdking123456
@drericding
@cleavon_md
@nbcnews
@cnn
@msnbc

Top hashtags:
#covid19
#covid
#covid_19
#coronavirus
#txt
#covid_19mx
#ulyssesph
#covid__19
#edoméx

Description:
Description
The graph represents a network of 11,221 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 Tuesday, 17 November 2020 at 09:21 UTC.

The requested start date was Monday, 16 November 2020 at 01:01 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 Thursday, 12 November 2020 at 05:33 UTC to Saturday, 14 November 2020 at 05:35 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 : 11221
Unique Edges : 6086
Edges With Duplicates : 11451
Total Edges : 17537
Number of Edge Types : 5
Tweet : 3132
Retweet : 5380
MentionsInRetweet : 6078
Replies to : 981
Mentions : 1966
Self-Loops : 3158
Reciprocated Vertex Pair Ratio : 0.00249433106575964
Reciprocated Edge Ratio : 0.00497624971725854
Connected Components : 3252
Single-Vertex Connected Components : 1016
Maximum Vertices in a Connected Component : 2536
Maximum Edges in a Connected Component : 4986
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 8.90284
Graph Density : 7.02305535155706E-05
Modularity : 0.575285
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 11,221 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 Tuesday, 17 November 2020 at 09:21 UTC.

The requested start date was Monday, 16 November 2020 at 01:01 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 Thursday, 12 November 2020 at 05:33 UTC to Saturday, 14 November 2020 at 05:35 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:
[40] https://www.teenvogue.com/story/txt-we-lost-the-summer-mv-isolation-longing-covid-19?utm_source=twitter
[25] https://www.latimes.com/science/story/2020-11-12/covid-19-spread-at-thanksgiving-holiday-gatherings-could-be-like-maine-wedding
[16] https://time.com/5910256/covid-19-presidential-election-outcome/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=health_covid-19&linkId=104349424
[13] https://trib.al/qOsAFvM
[11] https://twitter.com/meenaharris/status/1327120435658575872
[11] https://time.com/5907908/biden-administration-covid-19/?utm_source=twitter&utm_medium=social&utm_campaign=editorial&utm_term=health_covid-19&linkId=104329069
[10] https://www.cnn.com/2020/11/13/politics/jared-kushner-ivanka-trump-children-school-covid/index.html
[10] https://twitter.com/GingiesMom/status/1313612668553564164
[10] https://www.latimes.com/science/story/2020-11-11/covid-19-risk-thanksgiving-2020-what-to-expect
[9] https://www.newsweekjapan.jp/stories/world/2020/09/ny-53.php

Top URLs in Tweet in G1:
[6] https://twitter.com/Isaiah_Esguerra/status/1327471039236907008
[4] https://www.instagram.com/accounts/login/
[4] https://twitter.com/kimkbaltimore/status/1326933255833182213
[3] https://www.anujpuri.com/india-hotel-occupancy-up/
[3] https://timlo.net/baca/120287/tambah-37-pasien-baru-kasus-covid-19-di-solo-tembus-1-512/
[3] https://www.cnn.com/2020/11/12/economy/economy-after-covid-powell/index.html
[2] https://www.nytimes.com/2020/11/10/business/biontech-covid-vaccine.html?smid=tw-share
[2] https://futurefive.co.nz/story/relief-from-covid-impact-spurs-a-nz-job-market
[2] https://www.livemint.com/news/india/2-crore-construction-workers-get-rs-5-000-crore-as-relief-during-covid-19-gangwar-11605103658247.html
[2] https://covid19risk.biosci.gatech.edu/

Top URLs in Tweet in G2:
[6] https://www.cnn.com/2020/11/13/politics/jared-kushner-ivanka-trump-children-school-covid/index.html
[4] https://www.thedailybeast.com/wyoming-gov-mark-gordon-admits-his-covid-19-policy-has-failed-sticks-with-it?via=twitter_page
[3] https://www.bloomberg.com/news/articles/2020-11-11/if-we-re-not-careful-a-vaccine-might-help-covid-19-spread?sref=Yg3sQEZ2&utm_campaign=socialflow-organic&cmpid=socialflow-twitter-business&utm_source=twitter&utm_medium=social&utm_content=business
[2] https://www.cp24.com/news/police-charge-organizer-of-hamilton-anti-mask-rally-for-violating-covid-19-rules-1.5188241
[2] https://trib.al/AhmQZUs
[2] https://www.cnbc.com/2020/11/11/biden-covid-advisor-says-us-lockdown-of-4-to-6-weeks-could-control-pandemic-and-revive-economy.html?__source=sharebar|twitter&par=sharebar
[1] https://pjmedia.com/news-and-politics/matt-margolis/2020/10/06/do-masks-really-work-heres-what-the-charts-tell-us-n1009481
[1] https://www.washingtonexaminer.com/news/new-york-times-report-may-prove-rand-paul-correct-in-testy-argument-with-dr-anthony-fauci-during-testimony
[1] https://portal.ct.gov/coronavirus/covidalertCT/homepage
[1] https://twitter.com/10NewsFirst/status/1327132547407548417

Top URLs in Tweet in G3:
[3] https://nypost.com/2020/11/13/oklahoma-state-reps-test-positive-for-covid-19/?utm_medium=SocialFlow&utm_campaign=SocialFlow&utm_source=NYPTwitter
[2] https://www.foxnews.com/politics/lori-lightfoot-chicago-thanksgiving-lockdown-biden-celebration-covid
[2] https://nypost.com/2020/11/11/biden-covid-19-advisor-says-us-could-manage-pandemic-with-lockdown/?utm_medium=SocialFlow&utm_source=NYPTwitter&utm_campaign=SocialFlow
[2] https://nypost.com/2020/11/13/anthony-faucis-new-covid-19-guidance-do-what-youre-told/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[1] https://www.nydailynews.com/coronavirus/ny-coronavirus-new-york-prison-parole-board-medical-parole-20201110-wt5f66w6xretpjjhlweizjfbka-story.html
[1] https://www.nytimes.com/live/2020/11/10/world/covid-19-coronavirus-live-updates/covid-cdc-guidelines-masks
[1] https://www.washingtonpost.com/health/2020/11/12/covid-social-gatherings/
[1] https://twitter.com/COVID19Tracking/status/1327400656328507392
[1] https://twitter.com/covid19tracking/status/1326681970051411968
[1] https://www.huffpost.com/entry/trump-election-loss-remains-silent-covid-19_n_5fae0678c5b6370e7e318936

Top URLs in Tweet in G4:
[1] https://on.msnbc.com/32KjkIS
[1] https://trib.al/tZTWuyr
[1] https://on.msnbc.com/3phQKbn
[1] https://on.msnbc.com/2GXz5ob
[1] https://foreignpolicy.com/2020/11/13/us-states-covid-coronavirus-hot-spot-pandemic-catastrophe/
[1] https://nbcnews.to/35r0JmX
[1] https://nbcnews.to/36HOlOX
[1] https://nbcnews.to/2Iv3Cda
[1] https://www.msnbc.com/all-in/watch/chris-hayes-if-the-gop-loves-our-country-it-needs-to-fight-covid-19-95751237606
[1] https://www.grandforksherald.com/newsmd/coronavirus/6753876-With-North-Dakota-hospitals-at-100-capacity-Burgum-announces-COVID-positive-nurses-can-stay-at-work

Top URLs in Tweet in G5:
[3] https://trib.al/WfX6k8E
[3] https://www.latimes.com/science/story/2020-11-11/covid-19-risk-thanksgiving-2020-what-to-expect
[3] https://www.economist.com/graphic-detail/2020/11/11/are-governments-following-the-science-on-covid-19
[2] https://trib.al/QXkc4Os
[2] https://trib.al/Eu4GsTd
[2] https://trib.al/r9taMbP
[2] https://www.cbsnews.com/news/russia-covid-vaccine-coronavirus-infected-doctors-downpalayed-gamaleya-claim-92-effective/?ftag=CNM-00-10aab7e&linkId=104334415
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41586-020-2923-3
[2] https://www.nytimes.com/2020/11/13/nyregion/nyc-coronavirus-testing-lines.html?action=click&module=Top%20Stories&pgtype=Homepage
[1] https://cnn.it/2UldMA0

Top URLs in Tweet in G6:
[1] https://twitter.com/mamikosigwy/status/1327462267265269760

Top URLs in Tweet in G7:
[3] https://twitter.com/redistrict/status/1327111023535517696
[3] https://www.latimes.com/science/story/2020-11-12/covid-19-spread-at-thanksgiving-holiday-gatherings-could-be-like-maine-wedding
[2] https://www.who.int/news-room/q-a-detail/coronavirus-disease-covid-19-masks
[1] https://www.grandforksherald.com/newsmd/coronavirus/6753876-With-North-Dakota-hospitals-at-100-capacity-Burgum-announces-COVID-positive-nurses-can-stay-at-work
[1] https://www.latimes.com/science/story/2020-11-11/covid-19-risk-thanksgiving-2020-what-to-expect
[1] https://twitter.com/mandolopez/status/1327397323547308032
[1] https://www.washingtonpost.com/politics/klain-biden-white-house/2020/11/11/3c64069a-21d3-11eb-a688-5298ad5d580a_story.html
[1] https://www.thedailybeast.com/corey-lewandowski-trump-adviser-leading-bogus-voter-fraud-lawsuits-tests-positive-for-covid-19?via=twitter_page
[1] https://abc13.com/raiden-gonzalez-texas-parents-die-from-covid19-boy-loses-coronavirus-san-antonio-covid/7939647/
[1] https://www.grandforksherald.com/newsmd/coronavirus/6762637-North-Dakota-enacts-statewide-mask-mandate-restrictions-on-businesses-as-COVID-19-outbreak-rages

Top URLs in Tweet in G8:
[3] https://thehill.com/homenews/state-watch/525787-80-percent-of-texas-inmates-who-died-of-covid-19-had-not-been-convicted
[3] https://talkingpointsmemo.com/fivepoints/5-points-on-why-the-latest-covid-crisis-is-so-bad-and-why-its-poised-to-get-much-worse
[2] https://thehill.com/homenews/news/525826-justice-alito-coronavirus-has-caused-previously-unimaginable-restrictions-on
[2] https://thehill.com/policy/healthcare/525724-passenger-on-first-caribbean-cruise-in-months-tests-positive
[2] https://thehill.com/homenews/senate/525819-rand-paul-says-covid-19-survivors-should-throw-away-their-masks-go-to
[2] https://thehill.com/homenews/news/525910-new-mexico-orders-two-week-lockdown
[2] https://www.vanguardngr.com/2020/11/no-relaxation-of-covid-19-rules-for-christmas-season-ptf/?utm_source=dlvr.it&utm_medium=twitter
[1] https://www.jta.org/2020/11/11/politics/amid-white-house-covid-19-outbreak-ivanka-trump-and-jared-kushner-pulled-their-3-kids-from-a-dc-jewish-school
[1] https://trib.al/XKpID5n
[1] https://cnn.it/2IwBYge

Top URLs in Tweet in G9:
[3] https://www.bbc.co.uk/news/health-54905330
[2] https://www.biznews.com/thought-leaders/2020/08/18/covid-19-8
[1] https://hindi.moneycontrol.com/news/country/coronavirus-news-live-updates-delhi-pune-mumbai-karnataka-bangalore-coronavirus-vaccine-recovery-rate-italy-temprature-range-covid-19-world-data_247119.html
[1] https://www.mygov.in/covid-19
[1] https://pledge.mygov.in/janandolan-covid/
[1] http://www.narendramodi.in/phone-call-between-prime-minister-shri-narendra-modi-and-h-e-dr-tedros-adhanom-ghebreyesus-director-general-of-the-world-health-organisation-who-
[1] https://twitter.com/wsj/status/1326868927880769536
[1] https://bit.ly/2UsAMwJ
[1] https://twitter.com/TOIAhmedabad/status/1326942928191717376
[1] https://twitter.com/miaseppo/status/1326747600842711040

Top URLs in Tweet in G10:
[2] https://twitter.com/elonmusk/status/1327125840040169472
[1] https://twitter.com/RealJoelSmalley/status/1327206385877184513
[1] https://www.yahoo.com/huffpost/secret-service-trump-coronavirus-outbreak-185803762.html
[1] https://www.webmd.com/lung/news/20201111/record-hospitalizations-limit-us-covid-response

Top Domains
Top Domains in Tweet in Entire Graph:
[493] twitter.com
[57] trib.al
[49] latimes.com
[46] teenvogue.com
[37] bit.ly
[36] cnn.com
[33] theguardian.com
[32] nytimes.com
[31] co.uk
[30] time.com

Top Domains in Tweet in G1:
[159] twitter.com
[9] theguardian.com
[8] cnn.com
[7] gov.in
[6] nytimes.com
[6] co.uk
[5] com.mx
[4] google.com
[4] apple.news
[4] com.au

Top Domains in Tweet in G2:
[12] twitter.com
[8] thedailybeast.com
[6] cnn.com
[4] bloomberg.com
[3] cp24.com
[2] ontarioliberal.ca
[2] trib.al
[2] cnbc.com
[1] pjmedia.com
[1] washingtonexaminer.com

Top Domains in Tweet in G3:
[11] nypost.com
[7] twitter.com
[3] nytimes.com
[2] foxnews.com
[2] google.com
[1] nydailynews.com
[1] washingtonpost.com
[1] huffpost.com
[1] thefederalist.com
[1] yahoo.com

Top Domains in Tweet in G4:
[6] twitter.com
[5] msnbc.com
[3] nbcnews.to
[2] nbcnews.com
[2] gillettenewsrecord.com
[1] trib.al
[1] foreignpolicy.com
[1] grandforksherald.com
[1] fw.to
[1] hrld.us

Top Domains in Tweet in G5:
[13] cnn.it
[11] trib.al
[4] wsj.com
[3] latimes.com
[3] economist.com
[2] cnn.com
[2] cbsnews.com
[2] nature.com
[2] nytimes.com
[2] twitter.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[4] latimes.com
[4] twitter.com
[2] who.int
[2] grandforksherald.com
[1] washingtonpost.com
[1] thedailybeast.com
[1] abc13.com
[1] wglt.org
[1] nytimes.com

Top Domains in Tweet in G8:
[11] thehill.com
[4] yahoo.com
[3] talkingpointsmemo.com
[2] trib.al
[2] cnn.it
[2] vanguardngr.com
[1] jta.org
[1] twitter.com
[1] cnn.com
[1] insidernj.com

Top Domains in Tweet in G9:
[3] twitter.com
[3] co.uk
[2] mygov.in
[2] biznews.com
[1] moneycontrol.com
[1] narendramodi.in
[1] bit.ly

Top Domains in Tweet in G10:
[3] twitter.com
[1] yahoo.com
[1] webmd.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[234] covid19
[147] covid
[108] covid_19
[49] coronavirus
[40] txt
[31] covid_19mx
[28] ulyssesph
[25] covid__19
[25] edoméx
[18] bersatujagalingkungan



Top Hashtags in Tweet in G1:
[40] covid19
[29] covid
[23] coronavirus
[18] covid_19
[9] covid__19
[8] corona
[4] realestate
[4] staysafe
[3] covid19india
[3] hospitality

Top Hashtags in Tweet in G2:
[16] morrisonrecession
[6] covid19
[3] onpoli
[2] covidalertct
[2] scottyneverhelped
[2] fordbetrayedus
[2] covid19vic
[2] flipthesenate
[2] community
[2] cdnpoli

Top Hashtags in Tweet in G3:
[4] covid
[2] últimahora
[2] constitutionovercoronavirus
[1] freearthurgreen
[1] freeourelders
[1] tvv
[1] tvvnoticias
[1] ny
[1] nyc
[1] individual1

Top Hashtags in Tweet in G4:
[4] covid19
[3] trumpliedpeopledied
[2] breaking
[1] onassignmentmsnbc
[1] goodtrouble
[1] fridaythoughts
[1] redwave

Top Hashtags in Tweet in G5:
[6] covid19
[2] mexico
[1] donstake
[1] uruguay
[1] covid__19

Top Hashtags in Tweet in G6:
[1] oustdutertenow

Top Hashtags in Tweet in G7:
[13] covid19
[3] corruptkelly
[1] operationwarpconcede
[1] crimesagainsthumanity

Top Hashtags in Tweet in G8:
[2] covid
[2] vanguardnews
[1] bidentransition
[1] biden2020
[1] wearamask
[1] goodoverevil
[1] bidenharis2020
[1] hope

Top Hashtags in Tweet in G9:
[10] indiafightscorona
[9] unite2fightcorona
[6] covid19
[5] ayurveda
[3] coronavirusupdates
[2] covid_19
[2] covid19fund
[2] nilevalleycommunity
[2] infodemiology
[2] infodemicmanager

Top Words
Top Words in Tweet in Entire Graph:
[8216] covid
[2957] 19
[841] people
[632] cases
[541] trump
[518] pandemic
[490] more
[414] one
[379] 000
[366] day

Top Words in Tweet in G1:
[987] covid
[378] 19
[84] people
[75] cases
[53] more
[41] vaccine
[41] 2020
[40] #covid19
[40] day
[39] going

Top Words in Tweet in G2:
[293] covid
[171] 19
[133] joebiden
[76] crisis
[71] infections
[69] alarmed
[69] surge
[69] reported
[69] hospitalizations
[69] fatalities

Top Words in Tweet in G3:
[182] covid
[93] realdonaldtrump
[49] people
[38] nygovcuomo
[30] 19
[24] died
[22] more
[21] trump
[19] americans
[18] one

Top Words in Tweet in G4:
[150] covid
[73] today
[57] november
[55] 11
[50] jayberger
[50] line
[49] testing
[49] dodger
[49] stadium
[31] 19

Top Words in Tweet in G5:
[160] covid
[118] 19
[103] cnn
[69] pandemic
[67] trump
[64] day
[64] election
[62] president
[59] stop
[57] talking

Top Words in Tweet in G6:
[195] ang
[172] sa
[163] pilipino
[162] asan
[155] covid
[91] taal
[87] pusangkalat
[81] continuous
[81] calamities
[81] lang

Top Words in Tweet in G7:
[161] covid
[68] drericding
[66] paso
[64] nurse
[59] hospital
[57] god
[57] story
[57] pit
[56] nicknamed
[46] situation

Top Words in Tweet in G8:
[125] please
[87] covid
[82] year
[73] mask
[63] donwinslow
[63] wear
[62] gather
[62] groups
[62] travel
[62] thanksgiving

Top Words in Tweet in G9:
[71] क
[69] covid
[41] र
[39] 19
[34] स
[32] त
[31] ह
[30] न
[20] म
[18] द

Top Words in Tweet in G10:
[106] back
[104] two
[104] came
[94] covid
[75] elonmusk
[60] tests
[60] negative
[56] tested
[52] something
[51] extremely

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2897] covid,19
[201] 19,pandemic
[184] positive,covid
[166] spread,covid
[158] covid,cases
[145] 19,cases
[145] died,covid
[139] tested,positive
[125] covid,free
[122] wear,mask

Top Word Pairs in Tweet in G1:
[366] covid,19
[19] during,covid
[19] covid,cases
[15] pandemi,covid
[15] 19,cases
[13] 19,vaccine
[13] protokol,kesehatan
[13] positive,covid
[11] covid,vaccine
[10] stay,home

Top Word Pairs in Tweet in G2:
[166] covid,19
[71] 19,infections
[69] alarmed,surge
[69] surge,reported
[69] reported,covid
[69] infections,hospitalizations
[69] hospitalizations,fatalities
[69] fatalities,crisis
[69] crisis,demands
[69] demands,robust

Top Word Pairs in Tweet in G3:
[29] covid,19
[15] nygovcuomo,covid
[11] covid,thrives
[11] thrives,big
[11] big,gatherings
[11] gatherings,dangerous
[11] dangerous,people
[11] people,attend
[11] attend,wedding
[11] wedding,august

Top Word Pairs in Tweet in G4:
[49] line,covid
[49] covid,testing
[49] testing,dodger
[49] dodger,stadium
[49] stadium,today
[49] today,november
[49] november,11
[48] jayberger,line
[31] covid,19
[13] service,members

Top Word Pairs in Tweet in G5:
[118] covid,19
[56] cnn,president
[56] president,donald
[56] donald,trump
[56] trump,predicted
[56] predicted,media
[56] media,stop
[56] stop,talking
[56] talking,covid
[56] 19,pandemic

Top Word Pairs in Tweet in G6:
[81] taal,covid
[81] covid,continuous
[81] continuous,calamities
[81] calamities,pilipino
[81] pilipino,lang
[81] lang,ang
[81] ang,tumutulong
[81] tumutulong,sa
[81] sa,kapwa
[81] kapwa,pilipino

Top Word Pairs in Tweet in G7:
[56] god,paso
[56] paso,nurse
[56] nicknamed,pit
[38] mother,god
[38] nurse,horrifying
[38] horrifying,story
[38] story,hospital
[38] hospital,situation
[38] situation,covid
[38] covid,room

Top Word Pairs in Tweet in G8:
[63] wear,mask
[62] mask,please
[62] please,gather
[62] gather,groups
[62] groups,please
[62] please,travel
[62] travel,thanksgiving
[62] thanksgiving,same
[62] same,year
[61] donwinslow,wear

Top Word Pairs in Tweet in G9:
[39] covid,19
[14] aatmanirbhar,bharat
[12] क,ल
[11] ल,ए
[10] क,स
[10] ज,र
[8] र,र
[8] न,क
[7] य,ह
[7] र,क

Top Word Pairs in Tweet in G10:
[104] came,back
[52] tests,came
[52] back,negative
[51] something,extremely
[51] extremely,bogus
[51] bogus,going
[51] going,tested
[51] tested,covid
[51] covid,four
[51] four,times

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@elonmusk
@cnn
@charliekirk11
@tanyainrl
@drericding
@senatemajldr
@chrislhayes
@tedcruz
@richardgrenell

Top Replied-To in G1:
@puacrodriguez

Top Replied-To in G2:
@cp24
@kamalaharris
@cnnpolitics
@bloviate_barbie
@istopper1
@jennifereffect
@imjohnys
@gravypower
@elyasgarad
@chelseaclinton

Top Replied-To in G3:
@realdonaldtrump
@richardgrenell
@marina_sirtis
@jim_jordan
@ac360
@bill19300155
@purplebaptist
@christi76445793
@terez38640379
@the_resistor

Top Replied-To in G4:
@chrislhayes
@acyn
@nbcnews
@foreignpolicy
@cdcdirector
@heckofaliberal
@michael67396558
@paulgazelka
@kylegriffin1
@jayberger

Top Replied-To in G5:
@cnn
@harvardchansph
@msnbc
@cbsnews
@wsj
@nwslosangeles
@mary66750474

Top Replied-To in G7:
@drericding
@arielbenowitz
@lindyli
@rschooley

Top Replied-To in G8:
@donwinslow
@thehill
@meganranney
@rockandrollmama

Top Replied-To in G9:
@nmc_ind
@ani
@pmoindia
@mohfw_india
@smritiirani

Top Replied-To in G10:
@elonmusk
@cleantechnica
@stephenking
@jdrucker
@cautionrytailor
@aoc
@daniellefhaney
@fact_covid
@kahbn
@andrew78449578

Top Mentioned
Top Mentioned in Entire Graph:
@joebiden
@cnn
@mrotzie
@pusangkalat
@gingiesmom
@bbytbh
@boobsradley
@elonmusk
@berniesanders
@realdonaldtrump

Top Mentioned in G1:
@yenidemokratkad
@dumicf
@blunthimanshu
@skinnergj
@humasmatraman
@empiremikee
@dynamitenews_
@ismael1657

Top Mentioned in G2:
@joebiden
@kamalaharris
@justintrudeau
@randpaul
@fordnation
@samstein
@ossoff
@reverendwarnock
@scottmorrisonmp
@speakerpelosi

Top Mentioned in G3:
@realdonaldtrump
@nygovcuomo
@seanhannity
@loudobbs
@nypost
@ac360
@chanelrion
@oann
@steventdennis
@jim_jordan

Top Mentioned in G4:
@jayberger
@chrislhayes
@msnbc
@kylegriffin1
@nbcnews
@aslavitt
@acyn
@laurie_garrett
@lawrence
@foreignpolicy

Top Mentioned in G5:
@cnn
@wsj
@erictopol
@sci_phile
@stcollinson
@harvardchansph
@nature
@ml_barnett
@mtosterholm
@donlemoncnn

Top Mentioned in G6:
@pusangkalat
@chanakngqc
@maykamaykaba

Top Mentioned in G7:
@drericding
@cleavon_md
@romanmars
@hunterschwarz
@mandolopez
@lindyli
@indyfromspace
@choo_ek
@chrisgeidner
@fpwellman

Top Mentioned in G8:
@donwinslow
@bmeiselas
@pressec
@cnni
@thehill
@acnewsitics
@joshtpm
@yahoo
@tpm
@presssec

Top Mentioned in G9:
@narendramodi
@who
@pmoindia
@drtedros
@smritiirani
@bjp4india
@arvindkejriwal
@mohfw_india
@thesuniljain
@railminindia

Top Mentioned in G10:
@elonmusk
@aoc
@stephenking
@clarecraigpath
@cleantechnica
@hindleskitchen
@bhadeliamd
@blkmdl3
@eastantrimmp
@mainehank

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@zazoomblog
@ptjasamarga
@lasillarota
@detikcom
@girainformativa
@republikaonline
@afropages
@conelmazodando
@threadreaderapp

Top Tweeters in G1:
@zazoomblog
@ptjasamarga
@girainformativa
@republikaonline
@afropages
@liputan6dotcom
@vivacoid
@skinnergj
@iam__network
@feed_brasil

Top Tweeters in G2:
@meidas_damon
@business
@barbie892
@digyoursoul
@dianesatx
@washingtonpost
@radiofreetom
@politico
@alexaadams12
@carmenr1carmen

Top Tweeters in G3:
@rolandsmartin
@dcexaminer
@foxnews
@nypost
@tvvnoticias
@jaketapper
@yahoonews
@moughthere
@wendymeer11
@kvpeckwriter

Top Tweeters in G4:
@cathleenkucz
@4030lisa
@annepearl1
@ursulacuffee
@nbcnews
@newsweek
@robinsongeorge_
@msnbc
@asiaronn
@judiledgard

Top Tweeters in G5:
@pollsstar
@ikateufel
@garden4u_wa
@njmike731
@joohoneybeee
@wmn4srvl
@cnn
@wsj
@cbsnews
@guillermbianchi

Top Tweeters in G6:
@thejessset_
@chanakngqc
@jeonsvinyls
@leighhkd
@soshibal
@rsnncrmna
@lalalilalisa_
@marytngsn_
@reeeeeeiin
@hunfilm

Top Tweeters in G7:
@sddphoto
@redboybroken
@deeloralei
@rosiem1919
@viralvideovlogs
@donnadiane1970
@katydogcrazy
@chrisgeidner
@ardamora
@julie_erick_a

Top Tweeters in G8:
@thehill
@vanguardngrnews
@glangendorf01
@toniragusa
@sydweedon
@teawithray
@cnni
@joshtpm
@notagentsmith
@erupton

Top Tweeters in G9:
@railminindia
@ani
@manojmehtamm
@airnewsalerts
@tv9gujarati
@pib_india
@bjp4india
@modifiedakki
@ddnewslive
@phindu1947

Top Tweeters in G10:
@rpmsports18
@realkhivequeenb
@goodwitch5
@74oldgal
@chotosportt
@marmel
@ericlo
@jdrucker
@shannon_carter
@etchartsabrina