COVID, Twitter, 10/21/2020 9:57:39 PM, 238425


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COVID_2020-10-21_00-32-22.xlsx
COVID_2020-10-21_00-32-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 21, 2020
Short Description:
COVID via NodeXL https://bit.ly/2IU3TXu
@realdonaldtrump
@joebiden
@60minutes
@jonathanscott04
@maddow
@abc
@messe3christina
@keyspan
@who
@acosta

Top hashtags:
#covid19
#covid
#covid_19mx
#tetapdisiplinprokes
#covid_19
#edoméx
#coronavirus

Description:
Description
The graph represents a network of 11,318 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 Wednesday, 21 October 2020 at 07:45 UTC.

The requested start date was Wednesday, 21 October 2020 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, 17 October 2020 at 03:20 UTC to Tuesday, 20 October 2020 at 03:21 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 : 11318
Unique Edges : 6135
Edges With Duplicates : 12184
Total Edges : 18319
Number of Edge Types : 5
Retweet : 5613
MentionsInRetweet : 6519
Tweet : 2969
Replies to : 1025
Mentions : 2193
Self-Loops : 2997
Reciprocated Vertex Pair Ratio : 0.00268499624100526
Reciprocated Edge Ratio : 0.00535561268209083
Connected Components : 3119
Single-Vertex Connected Components : 842
Maximum Vertices in a Connected Component : 2264
Maximum Edges in a Connected Component : 4702
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 8.543154
Graph Density : 7.28886384179056E-05
Modularity : 0.571889
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 11,318 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 Wednesday, 21 October 2020 at 07:45 UTC.

The requested start date was Wednesday, 21 October 2020 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, 17 October 2020 at 03:20 UTC to Tuesday, 20 October 2020 at 03:21 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:
[19] https://thehill.com/homenews/state-watch/521786-woman-in-her-thirties-dies-of-covid-19-aboard-airplane
[15] https://thehill.com/homenews/state-watch/521786-woman-in-her-thirties-dies-of-covid-19-aboard-airplane#.X45NU1W2MAo.twitter
[12] https://www.astroawani.com/berita-malaysia/married-couple-living-in-car-because-of-covid19-264320
[11] https://www.statnews.com/2020/10/16/trump-campaign-rallies-leave-a-trail-of-community-outbreaks/
[9] http://www.minci.gob.ve/africa-supera-los-163-millones-de-casos-confirmados-por-covid-19/
[9] http://www.minci.gob.ve/el-92-de-los-venezolanos-afectados-por-la-covid-19-se-han-recuperado/
[9] https://trib.al/CO1zjqX
[9] https://www.nytimes.com/2020/10/18/business/china-economy-covid.html
[9] https://www.nytimes.com/2020/10/18/business/china-economy-covid.html?smid=tw-share
[7] https://www.buzzfeednews.com/article/tasneemnashrulla/texas-woman-died-of-covid-19-on-a-plane

Top URLs in Tweet in G1:
[2] https://english.mathrubhumi.com/news/kerala/central-team-to-reach-kerala-for-guiding-monitoring-covid-resistance-activities-1.5137344
[2] https://english.mathrubhumi.com/news/kerala/covid-tests-for-sabarimala-pilgrims-may-be-made-free-1.5137341
[2] https://www.nytimes.com/2020/10/17/opinion/covid-masks-freedom-democrats.html?smid=tw-share
[2] https://www.cnn.com/videos/health/2020/10/19/dr-anthony-fauci-cbs-60-minutes-sot-not-surprised-tsr-vpx.cnn
[2] https://twitter.com/alfredodelmazo/status/1318028498750087171
[2] http://redcrossblood.org/Plasma4COVID
[2] https://www.huffpost.com/entry/film-exposes-united-states-mishandled-covid_n_5f85cb7ac5b6c4bb54703622
[2] https://selangorkini.my/2020/10/cprc-sedia-data-laporan-harian-covid-19-empat-jam-setiap-hari/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.puroperiodismo.com/2020/10/covid-19-sobrevive-en-la-piel-5-veces-mas-que-la-gripe/
[2] https://www.usatoday.com/in-depth/news/nation/2020/10/18/coronavirus-asian-americans-racism-death-rates-san-francisco/5799617002/

Top URLs in Tweet in G2:
[6] https://www.statnews.com/2020/10/16/trump-campaign-rallies-leave-a-trail-of-community-outbreaks/
[3] https://www.politico.com/news/2020/09/25/trump-hhs-ads-coronavirus-421957
[2] https://www.rawstory.com/2020/10/bar-owner-who-hosted-donald-trump-jr-is-now-in-icu-with-and-wants-to-punch-the-president/
[1] https://www.cbc.ca/news/canada/hospitalizations-steady-covid-19-increase-canada-1.5724107
[1] https://www.azdhs.gov/preparedness/epidemiology-disease-control/infectious-disease-epidemiology/covid-19/dashboards/index.php
[1] https://phoenixnewtimes.com/news/phoenix-latino-family-copes-with-four-covid-19-deaths-in-three-months-11497521
[1] https://12news.com/article/news/health/coronavirus/valley-mom-struggles-over-loss-of-son-who-became-very-sick-with-covid-19/75-6aacdbec-5c60-45b8-bbc6-b321e54fd3f2
[1] https://azfamily.com/news/continuing_coverage/coronavirus_coverage/phoenix-family-grieving-after-42-year-old-father-dies-from-covid-19/article_24292050-b8ed-11ea-96bc-8ff8a67d94e1.html
[1] https://12news.com/article/news/local/valley/he-smiled-with-his-whole-being-family-says-healthy-38-year-old-valley-man-dies-from-covid-19/75-a9d10faa-d905-4af5-bce3-23ff51296fa5
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DGeykREAlYSg&q=EgS4SO-bGObLv_wFIhkA8aeDSxoliUMqNFmayC7DQLRxzk6HGrNwMgFy

Top URLs in Tweet in G3:
[9] http://www.minci.gob.ve/africa-supera-los-163-millones-de-casos-confirmados-por-covid-19/
[9] http://www.minci.gob.ve/el-92-de-los-venezolanos-afectados-por-la-covid-19-se-han-recuperado/
[4] https://www.vtv.gob.ve/reinauguran-ampliacion-area-covid-hospital-zubillaga-lara/
[4] https://mazo4f.com/brasil-suma-15383-nuevos-contagios-por-covid-19-y-271-fallecidos
[3] https://www.vtv.gob.ve/ozonoterapia-95-por-ciento-efectividad-recuperacion-pacientes-covid-19/
[3] https://mazo4f.com/presidente-maduro-el-balance-de-los-ultimos-7-dias-refleja-el-compromiso-de-todos-covid-19
[2] https://mazo4f.com/reactivan-ampliacion-del-area-covid-19-del-hospital-pediatrico-dr-agustin-zubillaga-en-lara
[2] https://mazo4f.com/colombia-reporta-8372-nuevos-contagios-de-covid-19-y-159-fallecidos-en-las-ultimas-24-horas
[2] https://mazo4f.com/desarrollan-el-primer-medio-de-transporte-para-la-detencion-del-covid-19-en-cuba
[2] https://mazo4f.com/venezuela-contabiliza-289-nuevos-casos-de-covid-19-y-cinco-fallecidos-en-las-ultimas-24-horas

Top URLs in Tweet in G4:
[2] https://www.cbsnews.com/news/fauci-covid-cases-increase-latest-60-minutes-2020-10-18/
[2] https://www.cbsnews.com/news/christopher-cross-on-his-near-fatal-covid-illness/?ftag=CNM-00-10aab7e&linkId=102289185
[2] https://www.cbsnews.com/news/staggering-need-covid-19-has-led-to-rising-levels-in-food-insecurity-across-the-u-s/?ftag=CNM-00-10aab7e&linkId=102239758
[1] https://www.cbsnews.com/news/fauci-covid-cases-increase-latest-60-minutes-2020-10-18/?ftag=CNM-00-10aab7d&linkId=102284644
[1] https://cbsn.ws/3dBdPk1
[1] https://cbsn.ws/3m59E2Z
[1] https://cbsn.ws/349OoD1
[1] https://cbsn.ws/2ILUIIJ
[1] https://cbsn.ws/2T86heV
[1] https://cbsn.ws/37f9yl3

Top URLs in Tweet in G5:
[2] https://www.hindustantimes.com/business-news/oil-prices-drop-for-fourth-day-as-covid-19-second-wave-worries-intensify/story-Lb0daJZrzNqgJyNExmlExM.html
[2] https://www.hindustantimes.com/world-news/ireland-imposes-some-of-europe-s-toughest-covid-19-curbs/story-35EXsDKVPSMkKrjfgsaYlM.html
[2] https://www.who.int/news/item/15-10-2020-solidarity-therapeutics-trial-produces-conclusive-evidence-on-the-effectiveness-of-repurposed-drugs-for-covid-19-in-record-time
[2] https://www.aajtak.in/india/news/video/clear-decline-in-daily-covid-cases-says-pm-narendra-modi-1148304-2020-10-20
[2] https://gadgets.ndtv.com/entertainment/news/youtube-covid-19-vaccine-misinformation-coronavirus-ban-content-take-down-2310421
[2] https://www.reuters.com/article/us-health-coronavirus-remdesivir/who-study-says-remdesivir-did-not-cut-hospital-stay-or-mortality-in-covid-19-patients-ft-idINKBN27032N
[2] https://reut.rs/37kytUu
[2] https://www.reuters.com/article/us-health-coronavirus-australia-idUSKBN274015?taid=5f8cfee926f6750001226d9b&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.khaleejtimes.com/technology/hacking-on-the-rise-amid-covid-19-as-you-work-from-home-
[1] https://www.google.com/sorry/index?continue=https://m.youtube.com/watch%3Fv%3D8YaOe1-iexg%26list%3DPLPPKwCCueQ_D27xa5TpbAJAFdAVrtJzF-%26index%3D5&q=EgS4SO-bGKzLv_wFIhkA8aeDS-7iQZZtYjiHIWStVsCZTlxRsb_XMgFy

Top URLs in Tweet in G6:
[2] https://www.msn.com/en-us/news/newsus/uncontrolled-spread-of-covid-in-majority-of-u-s-states/ar-BB1abczW?ocid=DE_20201019_ENUS_coronavirus_1
[1] https://washex.am/3nUlGOh
[1] https://sports.yahoo.com/floridas-dan-mullen-learns-the-hard-way-about-covid-19-222115369.html
[1] https://nbcnews.to/31lUrCx
[1] https://thehill.com/homenews/state-watch/521786-woman-in-her-thirties-dies-of-covid-19-aboard-airplane#.X45NU1W2MAo.twitter
[1] https://www.nbcnews.com/politics/donald-trump/twitter-removes-tweet-top-trump-covid-adviser-saying-masks-don-n1243841
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DFPRfVN4JPyU%26t&q=EgS4SO-bGPzNv_wFIhkA8aeDSwSMUGClSqRuRQ7BWX0ZRJNnkOq-MgFy
[1] https://apnews.com/article/election-2020-virus-outbreak-pandemics-public-health-new-york-e321f4c9098b4db4dd6b1eda76a5179e

Top URLs in Tweet in G7:
[2] https://www.argusleader.com/story/news/politics/2020/10/19/south-dakota-speaker-house-battles-covid-19-steve-haugaard/3711360001/
[1] https://twitter.com/realDonaldTrump/status/1318252736538767360
[1] https://gov.scot/coronavirusdata
[1] https://nhsinform.scot/coronavirus
[1] https://www.desmoinesregister.com/story/news/2020/10/19/covid-19-funds-iowa-auditor-warns-reynolds-cares-act-millions-missing/5982318002/
[1] https://www.jsonline.com/story/news/2020/10/15/wisconsin-coronavirus-3-747-cases-17-covid-deaths-reported-thursday/3667837001/
[1] https://www.wsj.com/articles/more-than-1-000-current-and-former-cdc-officers-condemn-u-s-covid-19-response-11602884265?mod=hp_lead_pos5
[1] https://bit.ly/3nZ7N1q
[1] https://www.washingtonpost.com/opinions/tom-frieden-herd-immunity-wrong-solution-coronavirus/2020/10/16/acb4ae8a-0fe6-11eb-8074-0e943a91bf08_story.html
[1] https://www.foxnews.com/opinion/cdc-frieden-covid-19-protect-vulnerable-virus-spread-young

Top URLs in Tweet in G8:
[9] https://trib.al/CO1zjqX
[2] https://trib.al/Fi8bZ2T
[2] https://youtu.be/xPxhVgGkTj0https://twitter.com/i/status/1308655561081225217
[1] https://twitter.com/senschumer/status/1318322051690733569
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3Dkg_jH47u480&q=EgS4SO-bGOjJv_wFIhkA8aeDS-O_v22uiz1qgT5r7CA4khoRoyYVMgFy
[1] https://twitter.com/DrEricDing/status/1318350995643052032
[1] https://www.grandforksherald.com/news/government-and-politics/6704546-Candidate-in-high-profile-North-Dakota-House-race-died-of-COVID-19
[1] https://twitter.com/chadpergram/status/1318343089031958533
[1] https://www.kmov.com/news/missouri-sets-new-records-for-covid-19-hospitalizations-and-positivity-rate/article_5fbd0e3e-0f22-11eb-9cf0-d727302efe0c.html
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3DxPxhVgGkTj0%26feature%3Dyoutu.be&q=EgS4SO-bGKKZtfwFIhkA8aeDS_RSRW3tZk-7JhBQ517UvNNRui9CMgFy

Top URLs in Tweet in G10:
[6] https://thehill.com/homenews/state-watch/521786-woman-in-her-thirties-dies-of-covid-19-aboard-airplane
[3] https://www.msnbc.com/rachel-maddow/watch/-not-only-lies-they-were-dangerous-lies-maddow-lists-trump-covid-lies-at-town-hall-93942341835
[2] https://thehill.com/homenews/coronavirus-report/521595-twitter-removes-trump-covid-advisors-tweet-that-questioned-use-of
[1] https://cnn.it/3luByF4
[1] https://cnn.it/2Hg3rlE
[1] https://www.journaldemontreal.com/2020/10/19/les-mal-aimes-de-loms
[1] https://www.washingtonpost.com/opinions/a-pandemic-should-be-the-great-equalizer-this-one-had-the-opposite-effect/2020/10/15/ca5af870-0f20-11eb-8074-0e943a91bf08_story.html
[1] https://thehill.com/changing-america/well-being/prevention-cures/521381-us-covid-19-cases-soaring-toward-8-million-the
[1] https://www.msnbc.com/opinion/we-re-just-beginning-understand-extent-covid-19-s-feminist-n1243401?icid=msd_topgrid

Top Domains
Top Domains in Tweet in Entire Graph:
[352] twitter.com
[53] nytimes.com
[47] bit.ly
[42] thehill.com
[39] com.mx
[35] youtube.com
[32] gob.ve
[30] cnn.com
[28] theguardian.com
[27] trib.al

Top Domains in Tweet in G1:
[90] twitter.com
[17] com.mx
[12] nytimes.com
[8] google.com
[8] linkedin.com
[8] patch.com
[6] co.id
[5] theguardian.com
[5] cnn.com
[5] instagram.com

Top Domains in Tweet in G2:
[6] statnews.com
[5] twitter.com
[3] politico.com
[2] 12news.com
[2] google.com
[2] nypost.com
[2] rawstory.com
[2] washingtonpost.com
[1] cbc.ca
[1] azdhs.gov

Top Domains in Tweet in G3:
[31] gob.ve
[18] mazo4f.com
[3] bit.ly
[3] redradiove.com
[2] dailymotion.com
[2] sputniknews.com
[2] twitter.com
[1] pscp.tv
[1] youtube.com
[1] is.gd

Top Domains in Tweet in G4:
[20] cbsn.ws
[8] cbsnews.com
[4] twitter.com
[1] nytimes.com

Top Domains in Tweet in G5:
[5] hindustantimes.com
[5] reuters.com
[5] reut.rs
[2] narendramodi.in
[2] twitter.com
[2] who.int
[2] aajtak.in
[2] st.news
[2] ndtv.com
[2] khaleejtimes.com

Top Domains in Tweet in G6:
[2] msn.com
[1] washex.am
[1] yahoo.com
[1] nbcnews.to
[1] thehill.com
[1] nbcnews.com
[1] google.com
[1] apnews.com

Top Domains in Tweet in G7:
[2] argusleader.com
[2] washingtonpost.com
[1] twitter.com
[1] gov.scot
[1] nhsinform.scot
[1] desmoinesregister.com
[1] jsonline.com
[1] wsj.com
[1] bit.ly
[1] foxnews.com

Top Domains in Tweet in G8:
[11] trib.al
[4] twitter.com
[2] google.com
[2] youtu.be
[1] grandforksherald.com
[1] kmov.com

Top Domains in Tweet in G10:
[9] thehill.com
[4] msnbc.com
[2] cnn.it
[1] journaldemontreal.com
[1] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[264] covid19
[239] covid
[96] covid_19mx
[90] tetapdisiplinprokes
[83] covid_19
[81] edoméx
[72] coronavirus
[58] venezuelavenciendoalcovid19
[33] endsars
[33] 7más7fórmulaperfecta



Top Hashtags in Tweet in G1:
[26] covid
[26] covid19
[17] covid_19
[14] tetapdisiplinprokes
[13] coronavirus
[4] opsyustisipoldasulsel
[4] poldasulsel
[4] kapoldasulsel
[3] nacionales
[3] sabarimala

Top Hashtags in Tweet in G2:
[22] covid
[10] trumpkillsarizona
[8] arizona
[3] vote
[3] joebiden
[3] covidー19
[2] covid_19
[2] trumpkillscops
[2] trump
[2] biden

Top Hashtags in Tweet in G3:
[52] venezuelavenciendoalcovid19
[32] envideo
[31] 7más7fórmulaperfecta
[22] notimippci
[22] 18octu
[13] chavismogarantiadepaz
[10] héroesdelaalimentación
[10] envivo
[8] modoactivo
[8] esnoticia

Top Hashtags in Tweet in G4:
[3] 60minutes
[1] bidenharris2020landslide
[1] drfauci

Top Hashtags in Tweet in G5:
[13] unite2fightcorona
[9] covid19
[7] covid
[7] indiafightscorona
[4] uttarpradesh
[3] united2fightcorona
[2] vrindavan
[2] shashitharoor
[2] aligarh
[2] meerut

Top Hashtags in Tweet in G6:
[9] trumpvirus
[1] ettd

Top Hashtags in Tweet in G7:
[2] coronavirus
[1] covid19

Top Hashtags in Tweet in G8:
[5] covid
[2] serco
[1] northdakota
[1] covid19
[1] moscowmitch
[1] whatsatstake
[1] boris
[1] coviduk
[1] covid__19

Top Hashtags in Tweet in G10:
[3] covid19
[2] reliefnow
[1] covid
[1] fauci
[1] donaldtrump
[1] pspextension
[1] extendpsp

Top Words
Top Words in Tweet in Entire Graph:
[7885] covid
[3443] 19
[959] trump
[603] people
[556] dr
[526] cases
[457] fauci
[403] more
[366] pandemic
[334] over

Top Words in Tweet in G1:
[811] covid
[399] 19
[49] cases
[44] people
[43] trump
[34] dan
[32] pandemic
[32] more
[31] kesehatan
[31] 2020

Top Words in Tweet in G2:
[264] covid
[167] realdonaldtrump
[92] trump
[89] joebiden
[64] 19
[41] over
[41] china
[39] people
[34] cases
[34] won

Top Words in Tweet in G3:
[171] 19
[170] covid
[52] #venezuelavenciendoalcovid19
[47] venezuela
[44] mippcivzla
[39] nicolasmaduro
[32] #envideo
[31] #7más7fórmulaperfecta
[29] nacional
[29] gracias

Top Words in Tweet in G4:
[147] fauci
[139] dr
[135] 60minutes
[89] anthony
[81] death
[81] threats
[79] power
[79] walks
[78] once
[78] avid

Top Words in Tweet in G5:
[94] covid
[67] 19
[29] india
[22] narendramodi
[20] nss
[14] appropriate
[14] pmoindia
[14] pledge
[14] jan
[13] #unite2fightcorona

Top Words in Tweet in G6:
[171] many
[110] covid
[59] white
[58] fauci
[58] house
[57] anthony
[57] confirms
[57] stopped
[57] going
[57] shows

Top Words in Tweet in G7:
[163] covid
[102] iowa
[67] maddow
[56] 19
[54] funds
[53] money
[52] auditor
[52] took
[52] federal
[51] misallocated

Top Words in Tweet in G8:
[60] covid
[38] dr
[38] fauci
[28] 19
[23] one
[20] relief
[20] sen
[19] johncornyn
[19] alexander
[19] tenn

Top Words in Tweet in G9:
[103] america
[103] adapting
[103] covid
[103] instead
[103] actively
[103] trying
[103] over
[103] come
[102] skinny_que

Top Words in Tweet in G10:
[66] covid
[47] seen
[34] 19
[28] time
[26] msnbc
[26] never
[24] dr
[24] period
[23] doctor
[23] 34

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3333] covid,19
[181] dr,fauci
[167] anthony,fauci
[159] covid,free
[130] covid,relief
[129] contra,covid
[128] covid,cases
[124] many,many
[117] white,house
[111] 19,cases

Top Word Pairs in Tweet in G1:
[375] covid,19
[24] protokol,kesehatan
[15] 19,pandemic
[14] 19,vaccine
[13] casos,covid
[10] pandemi,covid
[10] penyebaran,covid
[10] due,covid
[10] covid,test
[10] during,covid

Top Word Pairs in Tweet in G2:
[63] covid,19
[27] big,man
[27] man,joebiden
[27] joebiden,payments
[27] payments,china
[27] china,wonder
[27] wonder,won
[27] won,criticize
[27] criticize,chinese
[27] chinese,government

Top Word Pairs in Tweet in G3:
[168] covid,19
[24] gracias,esfuerzos
[23] día,#venezuelavenciendoalcovid19
[22] contra,covid
[22] esfuerzos,gobierno
[21] #venezuelavenciendoalcovid19,gracias
[21] gobierno,nacional
[20] etiqueta,día
[19] #18octu,etiqueta
[15] mippcivzla,#notimippci

Top Word Pairs in Tweet in G4:
[89] dr,anthony
[89] anthony,fauci
[81] death,threats
[79] power,walks
[78] once,avid
[78] avid,runner
[78] runner,dr
[78] fauci,79
[78] 79,power
[78] walks,receiving

Top Word Pairs in Tweet in G5:
[62] covid,19
[13] jan,andolan
[13] 19,appropriate
[13] appropriate,behaviour
[11] andolan,covid
[10] behaviour,pledge
[8] nss,volunteers
[8] volunteers,arunachal
[8] arunachal,pradesh
[8] pradesh,participated

Top Word Pairs in Tweet in G6:
[114] many,many
[58] white,house
[57] anthony,fauci
[57] fauci,confirms
[57] confirms,white
[57] house,stopped
[57] stopped,going
[57] going,many
[57] many,shows
[57] shows,talk

Top Word Pairs in Tweet in G7:
[56] covid,19
[52] covid,money
[51] auditor,iowa
[51] iowa,misallocated
[51] misallocated,21
[51] 21,million
[51] million,covid
[51] 19,funds
[51] funds,iowa
[51] iowa,republican

Top Word Pairs in Tweet in G8:
[38] dr,fauci
[28] covid,19
[19] sen,alexander
[19] alexander,tenn
[19] tenn,sticking
[19] sticking,dr
[19] fauci,dr
[19] fauci,one
[19] one,country
[19] country,distinguished

Top Word Pairs in Tweet in G9:
[103] america,adapting
[103] adapting,covid
[103] covid,instead
[103] instead,actively
[103] actively,trying
[103] trying,over
[103] over,come
[102] skinny_que,america

Top Word Pairs in Tweet in G10:
[34] covid,19
[24] never,seen
[23] doctor,34
[23] 34,years
[23] years,never
[23] seen,amount
[23] amount,suffering
[23] suffering,seen
[23] seen,short
[23] short,period

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@1trenggalek
@polsek__gondang
@johncornyn
@mollyjongfast
@joebiden
@maddow
@kayleighmcenany
@oatila
@senalexander

Top Replied-To in G1:
@newsi_lk

Top Replied-To in G2:
@realdonaldtrump
@joebiden
@kayleighmcenany
@kirstiealley
@outtamalsia
@patombomb
@laraleatrump
@alyssano_l
@gopchairwoman
@steveschmidtses

Top Replied-To in G3:
@mippcivzla
@mercedeslouzaod

Top Replied-To in G4:
@projectlincoln
@flotus
@lauriewjn
@realdonaldtrump
@pattyarquette
@realpropman
@fakecharlie79
@whitehouse
@meidas_kelly

Top Replied-To in G5:
@mohfw_india
@taxadviser02
@supriyashrinate
@mamataofficial
@atilotia
@shashitharoor
@narendramodi
@sameers79051441
@azarazua94
@httweets

Top Replied-To in G6:
@minggao26
@kylegriffin1
@essenviews
@k_lynb

Top Replied-To in G7:
@maddow
@annskelly3
@drtomfrieden

Top Replied-To in G8:
@johncornyn
@senatemajldr
@jennyrachelpal
@maddowblog
@bbclaurak
@repkaygranger
@cesarconda
@nickbschroer
@seanhannity
@nielslesniewski

Top Replied-To in G10:
@cnn
@senschumer
@thehill
@mfa_china
@sassysouthern10
@trinareyes
@greta
@mattdizwhitlock
@donlemon
@msnbc

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@60minutes
@skinny_que
@niquekodae_
@joebiden
@alfredodelmazo
@maddow
@angrierwhstaff
@chrisjansing
@drericding

Top Mentioned in G1:
@loksattalive
@wartakotalive
@rayleengale
@polreshalsel1
@posttoday
@donaldducksit
@media_selangor
@1ynibilginizvar

Top Mentioned in G2:
@realdonaldtrump
@joebiden
@richardgrenell
@kayleighmcenany
@cleavon_md
@politidope
@jimsciutto
@potus
@reprooney
@scaramucci

Top Mentioned in G3:
@mippcivzla
@nicolasmaduro
@vtvcanal8
@conelmazodando
@mercedeslouzaod
@1_yanny
@vilma_meche
@iaim_ve
@yhoscarly
@amelia74698445

Top Mentioned in G4:
@60minutes
@drlapook
@cbsnews
@whitehouse
@projectlincoln
@erictopol
@potus
@realdonaldtrump
@flotus
@keithboykin

Top Mentioned in G5:
@narendramodi
@pmoindia
@rahulgandhi
@_nssindia
@yasministry
@kirenrijiju
@rijijuoffice
@who
@reuters
@indiatoday

Top Mentioned in G6:
@chrisjansing
@kylegriffin1
@sethabramson
@stephenking
@kellyo
@essenviews
@sandibachom
@josh_wingrove
@pudgyprincess3
@minggao26

Top Mentioned in G7:
@maddow
@drtomfrieden
@craig_a_spencer
@katrinanation
@drdigipol
@scotgov
@normornstein
@nightmarescamst
@angrierwhstaff
@sewhappy8853

Top Mentioned in G8:
@yamiche
@johncornyn
@seanhannity
@senatemajldr
@alcardenasfl_dc
@ananavarro
@borisjohnson
@sentedcruz
@washingtonpost
@seungminkim

Top Mentioned in G9:
@skinny_que

Top Mentioned in G10:
@msnbc
@cnn
@senschumer
@thehill
@fareedzakaria
@tehipisehaka
@lhsummers
@speakerpelosi
@60minutes
@joebiden

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@extravzla
@sectest9
@marshawright
@dolartoday
@detikcom
@multigaceta
@kompascom

Top Tweeters in G1:
@extravzla
@multigaceta
@noticias24
@phuketdailynews
@politicalhedge
@iam__network
@toicitiesnews
@gmanews
@network_easy
@noticierovv

Top Tweeters in G2:
@stockguy61
@beverly21811568
@dcexaminer
@livsexynj
@tdzwilewski
@shad39
@hotnewhiphop
@vincentjappi
@tenajd
@denverchannel

Top Tweeters in G3:
@conelmazodando
@vtvcanal8
@elaragueno
@partidopsuv
@amelia74698445
@gustavoviloriar
@vencedormrt
@juan_a_llorente
@mercedeslouzaod
@keydyspacheco

Top Tweeters in G4:
@frostbite___
@janattheocean
@mosesdiditbest
@lellingw
@sharonsharonh10
@givengrace1986
@cbsnews
@katydogcrazy
@raheemdickson
@sherrysmolders

Top Tweeters in G5:
@httweets
@indiatoday
@rameshagrawal95
@reuters
@aajtak
@tatasky
@financialxpress
@airnewsalerts
@lekh27
@smkamatchi

Top Tweeters in G6:
@phillip92321
@politeperson123
@fireworkbonnie
@netbacker
@u_wanna_eh
@mauiwahini
@spennington33
@miasamaeast
@sandibachom
@kdw_8437

Top Tweeters in G7:
@cwharlow
@reneevoicebrand
@solon594bce
@crazymomma007
@46mingo
@boltgrrl
@richardhurst19
@sheltgarner
@theeurogirl
@amidthetumult

Top Tweeters in G8:
@jbwhitesnake
@skynews
@naughtywriter2
@washingtonpost
@cllrbsilvester
@doc_tarry3
@jad0requi
@fascinatorfun
@mmangoz
@semby24

Top Tweeters in G9:
@foreveronlydemi
@hidayatiyunus
@jersey_rebel93
@caroleena_soto
@brettredacted
@celestialxfirex
@shireegod
@gatogrande9994
@zarithsofena
@ohsnapitsalia

Top Tweeters in G10:
@thehill
@tiniskwerl
@suemarietta
@friedrichhayek
@cnn
@murjanian
@watchyourrepssc
@malama00
@sassysouthern10
@sanddollar04


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