COVID, Twitter, 12/8/2020 11:35:13 AM, 242901


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COVID_2020-12-08_00-17-09.xlsx
COVID_2020-12-08_00-17-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 08, 2020
Short Description:
COVID via NodeXL https://bit.ly/2IpBFnt
@ericboehlert
@realdonaldtrump
@jim_jordan
@kurteichenwald
@kamalaharris
@edyong209
@subracer92
@joshuatodprprof
@who
@kjayeshb

Top hashtags:
#covid19
#covid
#coronavirus
#disiplinterapkan3m
#covid_19
#covid_19mx
#wearamask

Description:
Description
The graph represents a network of 11,587 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, 08 December 2020 at 08:36 UTC.

The requested start date was Tuesday, 08 December 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 3-day, 8-hour, 14-minute period from Friday, 04 December 2020 at 05:33 UTC to Monday, 07 December 2020 at 13:47 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 : 11587
Unique Edges : 6688
Edges With Duplicates : 10706
Total Edges : 17394
Number of Edge Types : 5
Retweet : 4903
MentionsInRetweet : 5701
Tweet : 3418
Replies to : 1131
Mentions : 2241
Self-Loops : 3444
Reciprocated Vertex Pair Ratio : 0.0052547406899703
Reciprocated Edge Ratio : 0.0104545454545455
Connected Components : 3808
Single-Vertex Connected Components : 1261
Maximum Vertices in a Connected Component : 1592
Maximum Edges in a Connected Component : 3215
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 10.174612
Graph Density : 6.5550821842684E-05
Modularity : 0.586399
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 11,587 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, 08 December 2020 at 08:36 UTC.

The requested start date was Tuesday, 08 December 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 3-day, 8-hour, 14-minute period from Friday, 04 December 2020 at 05:33 UTC to Monday, 07 December 2020 at 13:47 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:
[12] https://nypost.com/2020/12/07/llc-co-owned-by-ilhan-omars-husband-got-635k-in-covid-relief/?utm_source=NYPTwitter&utm_campaign=SocialFlow&utm_medium=SocialFlow
[12] https://vancouversun.com/news/local-news/covid-19-canucks-anthem-singer-mark-donnelly-to-perform-at-anti-masker-rally
[10] https://elpais.com/sociedad/2020-12-06/ultimas-noticias-del-coronavirus-en-espana-y-en-el-mundo-en-directo.html?ssm=TW_CM
[9] https://www.instagram.com/accounts/login/
[8] https://timesofindia.indiatimes.com/india/covid-recoveries-top-90-lakh-highest-in-world/articleshowprint/79556172.cms
[7] https://www.wsj.com/articles/long-a-holdout-from-covid-19-restrictions-sweden-ends-its-pandemic-experiment-11607261658
[7] https://f5.folha.uol.com.br/musica/2020/12/zeca-pagodinho-quer-compor-sobre-vacina-contra-covid-e-diz-que-vai-tomar-uma-em-cada-braco.shtml?utm_source=twitter&utm_medium=social&utm_campaign=twfolha
[6] https://www.sun-sentinel.com/opinion/commentary/fl-op-com-fl-op-com-desantis-failed-strategy-covid-bousquet-20201204-lzw3vguckrb5za3cjeyeieokpy-story.html
[6] https://www.bloomberg.com/news/features/2020-12-07/exxon-s-xom-carbon-capture-project-stalled-by-covid-19
[6] https://trib.al/EvnkhoM

Top URLs in Tweet in G1:
[8] https://timesofindia.indiatimes.com/india/covid-recoveries-top-90-lakh-highest-in-world/articleshowprint/79556172.cms
[6] https://www.instagram.com/accounts/login/
[4] https://www.zerohedge.com/medical/covid-19-vax-status-be-tracked-cdc-database-everyone-issued-vaccination-cards-according-dod
[4] https://twitter.com/sunshine_080507/status/1335926382853902337
[3] https://twitter.com/s4mst33l3/status/1334180163639255053
[2] http://www.msn.com/en-us/news/politics/romney-calls-trumps-leadership-on-covid-19-a-great-human-tragedy/ar-BB1bC8gC?ocid=st
[2] http://worldtopnewsng.com/ex-us-presidents-obama-clinton-bush-volunteer-to-receive-covid-19-vaccine-publicly/
[2] https://twitter.com/jim_jordan/status/1335006495931510786
[2] http://terraconbusinessnews.com/za-nove-covid-kredite-trazit-ce-se-manje-opsezna-dokumentacija/
[2] https://dailym.ai/mol.im/a/7931931,https://www.dailymail.co.uk/

Top URLs in Tweet in G2:
[2] https://www.newsmax.com/judgeandrewpnapolitano/covid-cuomo-emmy-speech/2020/12/03/id/999797/
[2] https://www.bloomberg.com/news/articles/2020-12-02/covid-unknowns-leave-survivors-fearing-life-insurance-rejection?srnd=coronavirus&sref=6SIErc4i
[1] https://www.cbc.ca/news/canada/toronto/covid-19-coronavirus-ontario-december-4-vaccine-task-force-1.5828281
[1] https://twitter.com/realDonaldTrump/status/1335679426516881409
[1] https://twitter.com/bluewave2020ny/status/1335836533698383875
[1] https://abcnews.go.com/US/amid-covid-19-moms-leaving-workforce-lasting-impact/story?id=74468354
[1] https://www.nytimes.com/2020/12/05/opinion/sunday/covid-north-south-dakota.html?smid=tw-share
[1] https://cbsloc.al/33HP15R#.X8sVN7fADQg.twitter
[1] https://twitter.com/gopleader/status/1334993751245205511
[1] https://www.brproud.com/news/u-s-breaks-covid-19-hospitalization-record-with-over-100000-patients/

Top URLs in Tweet in G3:
[3] https://radio.gov.pk/04-12-2020/pakistan-reports-3262-new-covid-19-cases-55-deaths-in-last-24-hours
[2] https://www.pscp.tv/w/cjn6SzMyMjExNTJ8MXluSk9xd21OTGxLUhlcAVk3K1FDAuSYnCl98TMdTwPzvpTiRY2IwjyZFqCJ
[2] http://nbt.in/micron/redirect.html?str=eZCwrb/omx
[2] https://newsable.asianetnews.com/gallery/top-stories/india-covid-19-updates-statistics-caseload-fatalities-vpn-qkwwoa
[2] https://www.ctvnews.ca/health/coronavirus/who-warns-vaccines-do-not-equal-zero-covid-1.5217642?taid=5fcb1ae579194100014ac742&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.republicworld.com/india-news/politics/by-when-will-every-indian-get-free-covid-vaccine-rahul-gandhi-before-pms-all-party-meet.html
[1] https://news.abplive.com/health/active-covid-19-cases-in-the-country-fall-below-400000-for-first-time-since-july-fatality-rate-stands-at-1-45-says-government-1406747
[1] https://www.moneycontrol.com/news/coronavirus/india-will-not-have-to-wait-too-long-for-covid-19-vaccine-says-pm-narendra-modi-6200541.html
[1] https://www.pscp.tv/w/cpiMOjFvTlFsTGxnT3BuUXd8MWVhS2Jub3dPVlJLWIfdxw6Pxml1qi93astJd2qVzVoo_Id1yHqZPbEx3-Ve
[1] https://www.fox29.com/news/pennsylvania-man-begs-facebook-friends-to-help-find-icu-bed-for-covid-19-stricken-mom?taid=5fce31e50bc2ea000145a926&utm_campaign=trueanthem&utm_medium=trueanthem&utm_source=twitter

Top URLs in Tweet in G4:
[3] https://www.huffpost.com/entry/major-wooten-wwii-vet-covid-104_n_5fca949cc5b6787f2a97c8d5?ncid=tweetlnkushpmg00000067
[3] https://twitter.com/Jim_Jordan/status/1335006495931510786
[2] https://twitter.com/jim_jordan/status/1335006495931510786
[1] https://www.huffpost.com/entry/hundreds-ill-1-dead-due-to-unidentified-disease-in-india_n_5fce1678c5b63a153453904a?ncid=tweetlnkushpmg00000067
[1] https://www.huffpost.com/entry/water-of-life-church-associate-pastor-dies-coronavirus-california_n_5fcabfc0c5b626e08a2a032d?ncid=tweetlnkushpmg00000067
[1] https://twitter.com/tedlieu/status/1335089604924383232
[1] https://www.worldometers.info/coronavirus/#countries
[1] http://so.It
[1] https://twitter.com/cafinus/status/1334918727243091969
[1] https://www.cdc.gov/nchs/nvss/vsrr/covid19/index.htm

Top URLs in Tweet in G5:
[6] https://trib.al/EvnkhoM
[5] https://www.detroitnews.com/story/news/local/michigan/2020/12/07/hospitals-ask-state-extend-3-week-pause-curb-covid-19-cases/3855277001/
[3] https://www.jazminemedia.com/2020/12/the-reason-why-chungha-tested-positive-for-covid-19-revealed/
[3] https://trib.al/82j3kol
[2] https://www.youtube.com/watch?v=nikOlQVm6vc&feature=youtu.be

[1] https://www.foxnews.com/politics/firm-co-owned-by-ilhan-omars-husband-received-500k-in-covid-bailout-on-top-of-millions-from-her-campaign
[1] https://twitter.com/DNBethLeBlanc/status/1335943237442400256
[1] https://www.clickondetroit.com/news/local/2020/12/07/michigan-hospitals-urge-state-to-extend-covid-restrictions-to-see-meaningful-change/?utm_source=twitter&utm_medium=social&utm_campaign=snd&utm_content=wdiv4
[1] https://www.mississippifreepress.org/7242/covid-19-hospitalizations-hit-record-but-thanksgiving-acceleration-coming-in-mississippi/
[1] https://publichealth.berkeley.edu/news-media/research-highlights/california-farmworkers-hit-hard-by-covid-19/

Top URLs in Tweet in G6:
[1] https://www.thestar.com/news/canada/2020/12/04/manitoba-covid-19-model-shows-one-death-for-every-48-infections.html
[1] https://twitter.com/nowthisnews/status/1335029370461810690

Top URLs in Tweet in G7:
[3] https://apps.who.int/iris/handle/10665/337335
[2] https://nymag.com/intelligencer/2020/12/the-gop-may-kill-covid-stimulus-to-block-red-state-bailouts.html
[1] https://twitter.com/peytonyager/status/1334713561545912321
[1] https://www.wsj.com/articles/pfizer-slashed-its-covid-19-vaccine-rollout-target-after-facing-supply-chain-obstacles-11607027787
[1] https://www.wsj.com/articles/the-pro-cyclist-who-caught-covid-twice-11606919308
[1] https://on.mktw.net/2VDFc4z
[1] https://twitter.com/aslavitt/status/1335763855406899201
[1] https://www.cnbc.com/2020/12/06/birx-winter-covid-surge-the-worst-event-that-this-country-will-face.html
[1] https://twitter.com/Jim_Jordan/status/1335006495931510786
[1] https://soundcloud.com/user-792215718/uchambuzi-wa-dhana-za-corona-episode-3

Top URLs in Tweet in G8:
[3] https://on.msnbc.com/37B5LwV
[3] https://www.cnn.com/2020/12/03/politics/mitt-romney-trump-coronavirus-leadership/index.html
[1] https://on.msnbc.com/2IpO0rW
[1] https://on.msnbc.com/3qtKZYI
[1] https://on.msnbc.com/2JCTSyq
[1] https://on.msnbc.com/3gjk7WC
[1] https://on.msnbc.com/2VSxiER
[1] https://cnn.it/36DzvKd
[1] https://cnn.it/39DkHgI
[1] https://cnn.it/39FTXw9

Top URLs in Tweet in G9:
[2] https://thehill.com/homenews/media/528717-fox-news-co-host-juan-williams-tests-positive-for-covid-19
[2] https://www.sun-sentinel.com/coronavirus/fl-ne-coronavirus-florida-desantis-spin-ss-prem-20201203-tyjmgkos6bd7vo7vnripqliany-htmlstory.html
[2] https://twitter.com/govrondesantis/status/1335021356841381897
[1] https://www.huffpost.com/entry/americans-hospitalized-covid-19-100000_n_5fc7b2fcc5b64e938c9640d4?10y
[1] https://twitter.com/reparrington/status/1334562967325700096
[1] https://twitter.com/repswalwell/status/1334557520145371140
[1] https://twitter.com/GarrettHaake/status/1334917870078357504
[1] https://twitter.com/JStein_WaPo/status/1334634550627020801
[1] https://www.pnas.org/content/early/2020/12/02/2015954117
[1] https://twitter.com/lynzforcongress/status/1334577733909815299

Top URLs in Tweet in G10:
[3] https://abc7ny.com/8510015/?ex_cid=TA_WABC_TW&taid=5fcaf7c679194100014ac6ba&utm_campaign=trueAnthem:+New+Content+(Feed)&utm_medium=trueAnthem&utm_source=twitter
[2] https://abcn.ws/33KYb1y
[2] https://nbcnews.to/2JMsptS
[2] https://nbcnews.to/36Jk97i
[2] https://abc7ny.com/8471727/?ex_cid=TA_WABC_TW&taid=5fc9c965585f620001c02bfe&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://abcn.ws/3mKoSel
[1] https://abcn.ws/36DFaQC
[1] https://abcn.ws/3mU9lIV
[1] https://nbcnews.to/39KCcLW
[1] https://nbcnews.to/37Gf1ji

Top Domains
Top Domains in Tweet in Entire Graph:
[373] twitter.com
[81] bit.ly
[61] co.uk
[60] nytimes.com
[38] youtube.com
[32] com.mx
[28] theguardian.com
[27] nypost.com
[27] com.br
[21] trib.al

Top Domains in Tweet in G1:
[140] twitter.com
[15] nytimes.com
[13] co.uk
[11] com.mx
[9] indiatimes.com
[8] bit.ly
[8] theguardian.com
[8] youtube.com
[7] instagram.com
[7] lnkd.in

Top Domains in Tweet in G2:
[5] twitter.com
[2] newsmax.com
[2] bloomberg.com
[2] cnn.com
[1] cbc.ca
[1] go.com
[1] nytimes.com
[1] cbsloc.al
[1] brproud.com
[1] zerohedge.com

Top Domains in Tweet in G3:
[4] gov.pk
[4] twitter.com
[3] pscp.tv
[2] nbt.in
[2] asianetnews.com
[2] ctvnews.ca
[2] ibc24.in
[2] republicworld.com
[1] abplive.com
[1] moneycontrol.com

Top Domains in Tweet in G4:
[7] twitter.com
[5] huffpost.com
[1] worldometers.info
[1] so.it
[1] cdc.gov

Top Domains in Tweet in G5:
[9] trib.al
[5] detroitnews.com
[3] jazminemedia.com
[2] youtube.com
[1] foxnews.com
[1] twitter.com
[1] clickondetroit.com
[1] mississippifreepress.org
[1] berkeley.edu
[1] fullfact.org

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

Top Domains in Tweet in G7:
[3] twitter.com
[3] who.int
[2] wsj.com
[2] nymag.com
[1] mktw.net
[1] cnbc.com
[1] soundcloud.com
[1] exposure.co
[1] theatlantic.com
[1] nyti.ms

Top Domains in Tweet in G8:
[8] msnbc.com
[5] cnn.it
[4] cnn.com
[3] twitter.com
[2] trib.al

Top Domains in Tweet in G9:
[7] twitter.com
[2] thehill.com
[2] sun-sentinel.com
[1] huffpost.com
[1] pnas.org

Top Domains in Tweet in G10:
[7] nbcnews.to
[7] abc7ny.com
[5] abcn.ws
[2] nbcnews.com
[2] msnbc.com
[1] cbsn.ws
[1] gotowebinar.com
[1] twitter.com
[1] newsbusters.org
[1] go.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[255] covid19
[209] covid
[81] coronavirus
[77] disiplinterapkan3m
[67] covid_19
[48] covid_19mx
[27] wearamask
[23] edomã©x
[19] vaccine
[18] sdc2020



Top Hashtags in Tweet in G1:
[51] covid
[43] covid19
[20] disiplinterapkan3m
[18] coronavirus
[16] covid_19
[9] hindariviruskebencian
[9] vaccine
[8] investasikembangkandesa
[6] pandemic
[6] vaccination

Top Hashtags in Tweet in G2:
[4] covid
[4] covid19
[2] rudygottherona
[2] kidvicious
[2] covidー19
[1] rudygiuliani
[1] giuliani
[1] biowarfare
[1] electionfraud
[1] cyberwarfare

Top Hashtags in Tweet in G3:
[9] covid19
[9] boycottcsvtuofflineexam
[7] covid
[6] coronavirus
[3] pcr詐欺
[3] メディアウィルス
[3] 新型コロペ
[3] 嘘
[3] coronavirusvaccine
[3] indiafightscorona

Top Hashtags in Tweet in G4:
[2] covid19
[2] trump
[1] wearamask
[1] themandalorian
[1] mandalorian
[1] coronavirus
[1] covid_19
[1] covidvaccine
[1] covid
[1] gop

Top Hashtags in Tweet in G5:
[3] chungha
[3] chunghagetwellsoon

Top Hashtags in Tweet in G7:
[7] covid19
[2] volunteers
[2] ú©ø±ùˆù†ø§_ù…ûœù„ù„ûœ_ù…ø­ø¨ùˆø³ù„ø§ø±
[2] covidisairborne
[1] ivd2020
[1] togetherwecan

Top Hashtags in Tweet in G8:
[2] covid
[1] jonesfamilysingers
[1] covid19
[1] covid19biggesttrumpfail

Top Hashtags in Tweet in G9:
[1] justicematters

Top Hashtags in Tweet in G10:
[1] coronavirus
[1] covid19
[1] asthma
[1] flu

Top Words
Top Words in Tweet in Entire Graph:
[7927] covid
[2984] 19
[842] people
[676] vaccine
[613] ø
[554] more
[458] æ
[373] cases
[373] ù
[358] ãƒ

Top Words in Tweet in G1:
[1177] covid
[515] 19
[93] vaccine
[70] people
[63] ø
[54] ù
[51] #covid
[50] cases
[44] test
[43] #covid19

Top Words in Tweet in G2:
[189] covid
[79] realdonaldtrump
[67] 19
[36] joebiden
[35] americans
[33] president
[31] dr
[25] rudygiuliani
[24] æ
[20] trump

Top Words in Tweet in G3:
[89] àª
[88] ø
[69] covid
[38] 19
[36] ù
[34] û
[24] ú
[22] narendramodi
[22] vaccine
[22] coronavirus

Top Words in Tweet in G4:
[117] covid
[76] jim_jordan
[41] people
[35] republican
[32] died
[27] 19
[25] many
[24] today
[22] war
[22] kurteichenwald

Top Words in Tweet in G5:
[99] covid
[50] 19
[42] people
[30] flu
[27] drdavidsamadi
[24] social
[24] state
[20] re
[20] season
[20] letter

Top Words in Tweet in G6:
[107] nowthisnews
[104] hard
[104] understand
[104] bill
[104] nye
[104] back
[104] tiktok
[104] drop
[104] more
[104] knowledge

Top Words in Tweet in G7:
[88] covid
[37] 19
[30] aslavitt
[29] update
[29] december
[26] enough
[26] attention
[26] played
[26] villainous
[26] role

Top Words in Tweet in G8:
[78] covid
[60] 19
[41] msnbc
[39] trump
[27] cnn
[23] leading
[22] cause
[22] death
[21] joyannreid
[21] vaccine

Top Words in Tweet in G9:
[109] covid
[86] public
[73] aoc
[66] checks
[66] stimulus
[45] people
[42] negotiations
[42] see
[42] holding
[42] hostage

Top Words in Tweet in G10:
[81] covid
[51] 19
[20] called
[20] struggling
[20] speak
[20] sâ
[19] barely
[19] breathe
[19] friend
[19] drdooleymd

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2901] covid,19
[275] covid,vaccine
[235] ø,ø
[222] covid,relief
[173] ø,ù
[163] 19,vaccine
[163] ù,ø
[155] ãƒ,ãƒ
[146] positive,covid
[126] died,covid

Top Word Pairs in Tweet in G1:
[500] covid,19
[43] covid,vaccine
[29] âš,âš
[27] ø,ù
[26] protokol,kesehatan
[25] 19,vaccine
[25] ù,ø
[22] ø,ø
[20] positive,covid
[20] 19,cases

Top Word Pairs in Tweet in G2:
[64] covid,19
[18] president,realdonaldtrump
[13] nancy,pelosi
[13] pelosi,admitted
[13] admitted,today
[13] today,held
[13] held,covid
[13] covid,aid
[13] aid,months
[13] months,try

Top Word Pairs in Tweet in G3:
[70] àª,àª
[35] covid,19
[35] ø,ø
[19] ù,ø
[16] ø,ù
[13] little,fanfare
[13] fanfare,government
[13] government,still
[13] still,mailing
[13] mailing,coronavirus

Top Word Pairs in Tweet in G4:
[27] covid,19
[26] died,covid
[17] breaking,arizona
[17] arizona,legislature
[17] legislature,closed
[17] closed,next
[17] next,week
[17] week,15
[17] 15,current
[17] current,future

Top Word Pairs in Tweet in G5:
[50] covid,19
[19] wearing,masks
[19] masks,social
[19] social,distancing
[18] patient,severe
[18] severe,covid
[18] people,re
[18] re,having
[18] having,light
[18] light,flu

Top Word Pairs in Tweet in G6:
[104] hard,understand
[104] bill,nye
[104] nye,back
[104] back,tiktok
[104] tiktok,drop
[104] drop,more
[104] more,knowledge
[104] knowledge,masks
[103] nowthisnews,hard
[102] understand,everybodyâ

Top Word Pairs in Tweet in G7:
[37] covid,19
[29] covid,update
[29] update,december
[27] aslavitt,covid
[26] december,enough
[26] enough,attention
[26] attention,played
[26] played,villainous
[26] villainous,role
[26] role,mitch

Top Word Pairs in Tweet in G8:
[60] covid,19
[22] leading,cause
[22] cause,death
[19] week,covid
[19] 19,became
[19] became,leading
[19] death,united
[19] united,states
[19] states,joyannreid
[19] joyannreid,donald

Top Word Pairs in Tweet in G9:
[65] stimulus,checks
[52] aoc,covid
[42] covid,negotiations
[42] negotiations,public
[42] public,public
[42] public,see
[42] see,holding
[42] holding,stimulus
[42] checks,hostage
[42] hostage,demanding

Top Word Pairs in Tweet in G10:
[51] covid,19
[19] 19,barely
[19] barely,breathe
[19] breathe,friend
[19] friend,drdooleymd
[19] drdooleymd,called
[19] called,check
[19] check,heard
[19] heard,struggling
[19] struggling,speak

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@jim_jordan
@1trenggalek
@thehill
@humaspolres_bjn
@govmikedewine
@ellenpompeo
@catturd2
@rudygiuliani
@covid_explorer

Top Replied-To in G1:

Top Replied-To in G2:
@realdonaldtrump
@rudygiuliani
@flotus
@ivankatrump
@tedcruz
@dailycaller
@seanhannity
@davidcoxgb
@johncornyn
@springf_kx

Top Replied-To in G3:
@narendramodi
@zoo_bear
@aninewsup
@ctvnews
@pmoindia
@ani
@covidnewsbymib
@sunil_deodhar
@rekha_parashar

Top Replied-To in G4:
@jim_jordan
@leftovers_enjoy
@spiroagnewghost
@thetweetofgod
@reeceboyer1
@deamarie187
@ellenstreiff
@mrspatriot3
@anthonysabatini
@ckee09120569

Top Replied-To in G5:
@washingtonpost
@drdavidsamadi
@ingrahamangle
@craig_a_spencer
@ashtonpittman
@memmy1516
@local4news
@jacobmeyer4
@airstripone84
@txmedic37

Top Replied-To in G7:
@mmpadellan
@drericding
@aslavitt
@jim_jordan
@the_urb

Top Replied-To in G8:
@msnbc
@brandonstraka
@cnn
@justloldude
@jamesokeefeiii
@kbr02093679
@presssec

Top Replied-To in G9:
@aoc
@oriocher
@alibaba5826

Top Replied-To in G10:
@kylegriffin1
@alannah223
@camiloreports
@nbcnews
@ben_schmitke
@evilstevebue
@lifesafeast

Top Mentioned
Top Mentioned in Entire Graph:
@nowthisnews
@aoc
@milannnii
@brunoamato_1
@s4mst33l3
@jim_jordan
@realdonaldtrump
@kmpdu
@therealhoarse
@hudsonbonatto

Top Mentioned in G1:
@4thebern
@grevmgbrown4
@fundacandan13
@radarbogorid
@banjarmasinpost
@brandau_s
@1stnamediz

Top Mentioned in G2:
@realdonaldtrump
@joebiden
@rudygiuliani
@kamalaharris
@gopleader
@mikememoli
@jennaellisesq
@jiminhofe
@jaketapper

Top Mentioned in G3:
@narendramodi
@theintercept
@imrankhanpti
@bhupeshbaghel
@ts_singhdeo
@pmoindia
@umeshpatelcgpyc
@bjp4india
@mohfw_india
@un

Top Mentioned in G4:
@jim_jordan
@kurteichenwald
@spiroagnewghost
@oliviatroye
@waltshaub
@anthonysabatini
@donmoyn
@danpriceseattle
@huffpost
@itsjefftiedrich

Top Mentioned in G5:
@drdavidsamadi
@latinocaucus
@ufwupdates
@ingrahamangle
@craig_a_spencer
@washingtonpost
@brentnyt
@detroitnews
@dnbethleblanc
@ernestofaraujo

Top Mentioned in G6:
@nowthisnews
@_llebrun

Top Mentioned in G7:
@aslavitt
@drericding
@edyong209
@who
@mmpadellan
@ericgarland
@undp
@nythealth
@maxcroser
@tomhanks

Top Mentioned in G8:
@msnbc
@cnn
@joyannreid
@stephenking
@arimelber
@morning_joe
@potus
@pastorlocke
@secupp
@politifact

Top Mentioned in G9:
@aoc
@rashidatlaib
@jstein_wapo
@dwuhlfelderlaw
@senkamalaharris
@thejagmeetsingh
@kamalaharris
@motorresx
@kim4design

Top Mentioned in G10:
@drdooleymd
@coribush
@nbcnews
@abc
@cbsnews
@alivelshi
@abc7ny
@vinguptamd
@kylegriffin1
@thelastword

Top Tweeters
Top Tweeters in Entire Graph:
@alerttrade
@lasillarota
@kompascom
@detikcom
@republikaonline
@titrespresse
@mlnangalama
@vivacoid
@sharneal
@mattmurph24

Top Tweeters in G1:
@republikaonline
@titrespresse
@watsupafrica
@iam__network
@cnbctv18live
@eben_heizer
@elaragueno
@ia_regnum
@dgendvil
@diario24horas

Top Tweeters in G2:
@helloteamtrump
@aliadair22
@jamierjn
@dailycaller
@dbashby
@kathycmarra
@scheychris
@dazilmz
@concernedwhite1
@armandondk

Top Tweeters in G3:
@happanarinder
@coronaupdatebot
@ani
@viralvideovlogs
@fox29philly
@republic
@thequint
@karande76737049
@navbharattimes
@supremeharish

Top Tweeters in G4:
@teram323tere
@amyayers16
@cberrl
@huffpost
@mtmarilyn2
@straitarrow10
@kris_sacrebleu
@mike_eh_52
@letsgo_ugo
@grigg_dana

Top Tweeters in G5:
@hesiod2k11
@redianbot
@washingtonpost
@starfirst
@adamisalamb
@detroitnews
@dorunda
@calicatwwoman
@jm_rives
@pinky_or_brain

Top Tweeters in G6:
@snarkysteff
@595moore
@nowthisnews
@pinkgodzilla2
@delarunwoman
@hillcrester
@thenames_tyy
@ellescott1
@luzz_mendoza
@garrettgreen

Top Tweeters in G7:
@robert_hove
@crystalrose126
@pfaffsc
@maier12345
@kristarchy
@vancouverboomer
@phylulu1
@amandafclark
@jrlaredo
@rbmumsie

Top Tweeters in G8:
@debilu2
@soapbox117
@lbpyyz
@cnn
@alanjmitchell_
@no2hitting
@msnbc
@captainrodes
@genevieveisgg
@thekatehannon

Top Tweeters in G9:
@jomajority
@charlenegapeach
@roannasylver
@tnkabtit
@pxljedi
@stephanieivey13
@tpa1226
@alibaba5826
@aieshajanay
@jaybennettcoach

Top Tweeters in G10:
@cnbsnana
@planetscape
@geoffypjohnston
@abc
@abc7ny
@nbcnews
@cbsnews
@palomacreative
@fiona_c1
@remusjlupin2017


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