COVID-19, Twitter, 10/28/2020 2:18:45 PM, 238988


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COVID-19_2020-10-28_00-00-01.xlsx
COVID-19_2020-10-28_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 28, 2020
Short Description:
COVID-19 via NodeXL https://bit.ly/37KGFgR
@wolfblitzer
@celestebyrne3
@estigiaed
@abc7chicago
@conelmazodando
@senkamalaharris
@realdonaldtrump
@kamalaharris
@maggienyt
@gtconway3d

Top hashtags:
#covid19
#covid_19
#liburpanjangterapkan3m
#covid

Description:
Description
The graph represents a network of 9,316 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 28 October 2020 at 07:16 UTC.

The requested start date was Wednesday, 28 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 2-day, 0-hour, 2-minute period from Sunday, 25 October 2020 at 03:17 UTC to Tuesday, 27 October 2020 at 03:19 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 : 9316
Unique Edges : 4167
Edges With Duplicates : 13003
Total Edges : 17170
Number of Edge Types : 5
Retweet : 5933
MentionsInRetweet : 6745
Mentions : 1434
Replies to : 535
Tweet : 2523
Self-Loops : 2556
Reciprocated Vertex Pair Ratio : 0.00330356050409886
Reciprocated Edge Ratio : 0.00658536585365854
Connected Components : 2167
Single-Vertex Connected Components : 761
Maximum Vertices in a Connected Component : 3301
Maximum Edges in a Connected Component : 7681
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 7.527242
Graph Density : 9.44934081628937E-05
Modularity : 0.523214
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 9,316 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 28 October 2020 at 07:16 UTC.

The requested start date was Wednesday, 28 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 2-day, 0-hour, 2-minute period from Sunday, 25 October 2020 at 03:17 UTC to Tuesday, 27 October 2020 at 03:19 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-19
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:
[80] https://www.vanityfair.com/news/2020/09/jared-kushner-let-the-markets-decide-covid-19-fate
[39] https://trib.al/M5cddeK
[28] https://www.washingtonian.com/2020/10/26/200000-white-flags-represent-the-staggering-loss-of-covid-19/
[26] https://www.cbsnews.com/news/texas-to-establish-additional-care-sites-in-el-paso-as-covid-19-cases-surge/?linkId=102838406&fbclid=IwAR0k-MimRmcs5Ocp8dWFhmAVg2q7IeD9oYbgZqWlTM9rh3XOXWbqbFgY5AA&ftag=CNM-00-10aab7e&linkId=102847842
[22] https://trumpcovidplan.com/
[15] https://www.nytimes.com/live/2020/10/24/world/covid-19-coronavirus-updates/three-pence-aides-test-positive-for-the-virus?referringSource=articleShare
[13] https://trib.al/h52Dga7
[11] https://gofundme.com/f/25fs3ilc2o?s
[11] https://www.ktsm.com/local/el-paso-news/watch-live-el-paso-leaders-address-covid-19-crisis/?utm_campaign=socialflow&utm_medium=referral&utm_source=t.co
[9] https://elpais.com/ciencia/2020-10-24/un-salon-un-bar-y-una-clase-asi-contagia-el-coronavirus-en-el-aire.html

Top URLs in Tweet in G1:
[4] https://twitter.com/i/events/1320419457890537473
[3] https://www.nytimes.com/live/2020/10/24/world/covid-19-coronavirus-updates/three-pence-aides-test-positive-for-the-virus?referringSource=articleShare
[3] https://www.nytimes.com/live/2020/10/24/world/covid-19-coronavirus-updates/three-pence-aides-test-positive-for-the-virus
[3] http://covid.go.id
[2] https://www.vanityfair.com/news/2020/09/jared-kushner-let-the-markets-decide-covid-19-fate
[2] https://www.nytimes.com/live/2020/10/24/world/covid-19-coronavirus-updates
[2] https://www.cnbc.com/2020/10/13/coronavirus-first-case-of-covid-19-reinfection-confirmed-in-the-us.html
[2] https://time.com/5903673/record-daily-coronavirus-cases/
[2] https://vimeo.com/471632801
[2] https://news-medical.net/

Top URLs in Tweet in G2:
[2] https://www.npr.org/sections/coronavirus-live-updates/2020/10/25/927637746/europe-imposes-new-restrictions-as-covid-19-cases-soar?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social
[1] https://www.thedailybeast.com/north-dakota-wants-to-divert-dollar16m-in-covid-stimulus-funds-to-fracking
[1] https://twitter.com/keenankfox_cbs/status/1320502652334034945
[1] https://www.bostonglobe.com/2020/10/24/metro/drug-company-insiders-are-profiting-handsomely-worlds-desperate-hope-covid-19-vaccine/

Top URLs in Tweet in G3:
[48] https://www.vanityfair.com/news/2020/09/jared-kushner-let-the-markets-decide-covid-19-fate
[5] http://abcnews.go.com/Politics/marty-obst-top-aide-mike-pence-tests-positive/story?id=73811825
[3] https://www.cbsnews.com/news/joe-biden-democratic-presidential-candidate-kamala-harris-60-mintues-interview-norah-odonnell-2020-10-25/?ftag=CNM-00-10aab7d&linkId=102842971
[2] https://www.emergencyphysicians.org/press-releases/2020/10-25-20-acep-rebuts-president-trumps-false-statements-about-overcounting-covid-19-deaths
[2] https://www.youtube.com/watch?v=dJBryaAT3_I&feature=youtu.be

[2] https://www.nytimes.com/live/2020/10/24/world/covid-19-coronavirus-updates
[2] https://www.nbcnews.com/politics/2020-election/arizona-voters-have-covid-19-top-mind-could-spell-trouble-n1244577
[2] https://www.npr.org/sections/health-shots/2020/10/20/925441975/studies-point-to-big-drop-in-covid-19-death-rates
[1] https://bit.ly/35BC26d
[1] https://nbcnews.to/2ToKe3V

Top URLs in Tweet in G4:
[8] http://www.psuv.org.ve/temas/noticias/venezuela-formalizo-ante-oms-medicamento-efectivo-y-seguro-contra-covid-19/
[7] https://mazo4f.com/espana-decreta-estado-de-alarma-y-toque-de-queda-para-prevenir-propagacion-del-covid-19
[6] https://www.vtv.gob.ve/al-menos-43-000-000-personas-mundo-contagiadas-covid-19/
[6] http://www.minci.gob.ve/venezuela-desarrollo-medicamento-que-anula-100-al-covid-19/
[5] https://mazo4f.com/venezuela-registra-423-casos-por-covid-19-en-las-ultimas-24-horas-delcy-rodriguez
[5] https://mazo4f.com/venezuela-consigue-medicina-que-aniquila-100-al-covid-19-presidente-maduro
[3] https://www.vtv.gob.ve/venezuela-consigue-medicina-que-cura-100-la-covid-19/
[3] https://www.vtv.gob.ve/vzla-semana-cuarentena-radical-esquema-77-plus/
[3] https://www.vtv.gob.ve/venezuela-trabajando-desarrollo-cientifico-alternativas-lucha-covid-19/
[3] https://www.youtube.com/watch?v=k3ZOx42OrcM&feature=youtu.be


Top URLs in Tweet in G5:
[36] https://trib.al/M5cddeK
[2] https://www.nytimes.com/live/2020/10/24/world/covid-19-coronavirus-updates?referringSource=articleShare#three-pence-aides-test-positive-for-the-virus
[2] https://www.news4jax.com/news/local/2020/09/10/how-many-covid-19-cases-have-been-reported-in-duval-county-public-schools/?utm_source=twitter&utm_medium=social&utm_campaign=snd&utm_content=wjxt4
[2] https://trib.al/mIk8GCF
[2] https://www.aljazeera.com/news/2020/10/25/colombia-surpasses-1-million-covid-19-cases?taid=5f94e6ae9cca6b0001c95219&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://cnn.it/35vF3EP
[1] https://www.nytimes.com/2020/10/24/us/politics/pence-virus-marc-short.html
[1] https://www.nytimes.com/live/2020/10/24/world/covid-19-coronavirus-updates/three-pence-aides-test-positive-for-the-virus
[1] https://www.nytimes.com/live/2020/10/24/world/covid-19-coronavirus-updates#three-pence-aides-test-positive-for-the-virus
[1] https://www.washingtonpost.com/elections/2020/10/25/trump-biden-live-updates/

Top URLs in Tweet in G6:
[3] https://thehill.com/policy/healthcare/522871-pediatricians-almost-800000-us-kids-infected-by-covid-19-cases-rising-
[2] https://www.huffpost.com/entry/mike-pence-marc-short-covid-positive_n_5f94e677c5b6e77726560429
[1] https://www.nytimes.com/live/2020/10/25/world/covid-19-coronavirus-updates#the-fox-news-president-and-several-anchors-were-advised-to-quarantine-after-possible-virus-exposure
[1] https://www.reuters.com/article/us-health-coronavirus-usa/u-s-sets-single-day-record-for-covid-19-cases-during-new-surge-idUSKBN2781UF

Top URLs in Tweet in G7:
[5] http://www.msn.com/en-us/news/us/hospitals-in-nearly-every-region-report-a-flood-of-covid-19-patients/ar-BB1aq0L7?ocid=st
[3] https://www.ctvnews.ca/health/coronavirus/ontario-man-who-travelled-to-newfoundland-and-labrador-has-covid-19-officials-1.5160232?taid=5f963f35dfdddc0001ef866c&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.forbes.com/sites/robertglatter/2020/10/25/dry-air-indoors-will-increase-transmission-of-covid-19-as-winter-approaches/
[2] https://www.ctvnews.ca/health/coronavirus/clearing-health-care-backlog-caused-by-covid-19-will-require-1-3b-in-additional-funding-cma-1.5161172?taid=5f978636dfdddc0001ef8ad4&utm_campaign=trueAnthem%3A+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[1] https://www.cnn.com/politics/live-news/us-election-news-10-26-2020/index.html
[1] https://www.today.com/health/doctor-starts-crying-she-announces-covid-death-toll-t196018
[1] https://reut.rs/2HA05dp
[1] https://www.cnn.com/2020/10/26/health/us-coronavirus-monday/index.html
[1] https://www.radiologybusiness.com/topics/leadership/neuroradiologists-scott-atlas-white-house-pandemic
[1] https://www.npr.org/sections/coronavirus-live-updates/2020/10/25/927637746/europe-imposes-new-restrictions-as-covid-19-cases-soar?utm_campaign=storyshare&utm_source=twitter.com&utm_medium=social

Top URLs in Tweet in G8:
[3] https://www.thedailybeast.com/mark-meadows-admits-white-house-is-not-going-to-control-pandemic?source=twitter&via=desktop
[2] https://trib.al/jzc4tGx
[2] https://gizmodo.com/anti-maskers-forced-to-dig-graves-for-covid-19-victims-1845046526/amp?utm_campaign=Gizmodo&utm_content=&utm_medium=SocialMarketing&utm_source=twitter&fbclid=IwAR0dR0nGSX1mJOj7R1D3fD3I25uP6Em4bcXVWmm0b1DjZT2pQSrh3LRS0BA&__twitter_impression=true&s=09
[1] https://www.thedailybeast.com/fox-news-covid-infection-sends-election-coverage-plans-into-chaos
[1] https://www.nytimes.com/live/2020/10/26/world/covid-19-coronavirus-updates
[1] https://www.nytimes.com/live/2020/10/24/world/covid-19-coronavirus-updates/three-pence-aides-test-positive-for-the-virus?referringSource=articleShare
[1] https://on.msnbc.com/3jsAZdG
[1] https://on.msnbc.com/3jtMVvs
[1] https://trib.al/DK0RmJR
[1] https://on.msnbc.com/3dWXTII

Top URLs in Tweet in G9:
[20] https://trumpcovidplan.com/
[3] https://www.cbsnews.com/news/texas-to-establish-additional-care-sites-in-el-paso-as-covid-19-cases-surge/?linkId=102838406&fbclid=IwAR0k-MimRmcs5Ocp8dWFhmAVg2q7IeD9oYbgZqWlTM9rh3XOXWbqbFgY5AA&ftag=CNM-00-10aab7e&linkId=102847842
[2] https://trib.al/M5cddeK
[2] https://news.trust.org/item/20201023160957-awz08/
[2] https://www.elimparcial.com/mundo/La-OMS-declara-que-Europa-es-de-nuevo-el-epicentro-del-Covid-19-20201026-0057.html
[2] https://www.nbcnews.com/politics/2020-election/arizona-voters-have-covid-19-top-mind-could-spell-trouble-n1244577
[2] https://arstechnica.com/science/2020/10/fda-approves-remdesivir-for-covid-19-but-global-study-finds-it-doesnt-work/
[1] https://twitter.com/JoeBiden/status/1187829299207954437
[1] https://twitter.com/cnnbrk/status/1319848917157163008
[1] https://www.cnn.com/travel/article/us-state-travel-restrictions-covid-19/index.html?stat=171246&socialnet=twitter

Top URLs in Tweet in G10:
[22] https://www.cbsnews.com/news/texas-to-establish-additional-care-sites-in-el-paso-as-covid-19-cases-surge/?linkId=102838406&fbclid=IwAR0k-MimRmcs5Ocp8dWFhmAVg2q7IeD9oYbgZqWlTM9rh3XOXWbqbFgY5AA&ftag=CNM-00-10aab7e&linkId=102847842
[11] https://gofundme.com/f/25fs3ilc2o?s
[5] https://www.cbsnews.com/news/vice-president-mike-pences-chief-of-staff-marc-short-tests-positive-for-covid-19/?linkId=102800608&fbclid=IwAR3z6P9uX3IyLymKtrB38xEL1Yp23s0RfW1ziM0uP_mRmGJH7j6upuW0o3I&ftag=CNM-00-10aab7e&linkId=102847217
[4] https://trib.al/vHsTJ2g
[3] https://www.cbsnews.com/news/texas-governor-requests-use-of-el-paso-area-military-hospital-for-non-covid-19-patients-as-cases-surge/?ftag=CNM-00-10aab7e&linkId=102799417
[2] https://www.cbsnews.com/news/coronavirus-pandemic-us-most-new-infections-single-day-covid-19/?ftag=CNM-00-10aab7e&linkId=102794072
[2] https://www.cbsnews.com/news/ivanka-trump-jared-kushner-lawsuit-times-square-billboard-covid-19-response/?ftag=CNM-00-10aab7e&linkId=102775640
[2] https://www.bloomberg.com/opinion/articles/2020-10-20/covid-19-explodes-the-myth-that-women-opt-out-of-the-workforce?sref=2o0rZsF1&utm_content=view&utm_source=twitter&utm_medium=social&utm_campaign=socialflow-organic&cmpid%3D=socialflow-twitter-view
[1] https://cnn.it/31GD4N1
[1] https://cnn.it/3dZQZT9

Top Domains
Top Domains in Tweet in Entire Graph:
[261] twitter.com
[104] trib.al
[83] vanityfair.com
[68] bit.ly
[55] nytimes.com
[50] com.mx
[49] youtube.com
[46] cbsnews.com
[46] mazo4f.com
[41] reuters.com

Top Domains in Tweet in G1:
[72] twitter.com
[14] nytimes.com
[10] com.mx
[8] com.au
[8] cnn.com
[8] reuters.com
[7] instagram.com
[6] msn.com
[6] thehill.com
[6] co.id

Top Domains in Tweet in G2:
[2] npr.org
[1] thedailybeast.com
[1] twitter.com
[1] bostonglobe.com

Top Domains in Tweet in G3:
[49] vanityfair.com
[9] twitter.com
[7] go.com
[3] abcn.ws
[3] cbsnews.com
[3] nytimes.com
[2] nbcnews.to
[2] emergencyphysicians.org
[2] youtube.com
[2] nbcnews.com

Top Domains in Tweet in G4:
[41] mazo4f.com
[30] gob.ve
[13] youtube.com
[11] bit.ly
[8] org.ve
[7] twitter.com
[5] eluniverso.com
[3] bitly.ws
[2] dailymotion.com
[2] pscp.tv

Top Domains in Tweet in G5:
[39] trib.al
[5] nytimes.com
[2] washingtonpost.com
[2] news4jax.com
[2] aljazeera.com
[1] cnn.it
[1] kdrv.com
[1] twitter.com
[1] vanityfair.com

Top Domains in Tweet in G6:
[3] thehill.com
[2] huffpost.com
[1] nytimes.com
[1] reuters.com

Top Domains in Tweet in G7:
[5] ctvnews.ca
[5] msn.com
[3] cnn.com
[2] forbes.com
[1] today.com
[1] reut.rs
[1] radiologybusiness.com
[1] npr.org
[1] washingtonian.com
[1] abcn.ws

Top Domains in Tweet in G8:
[4] thedailybeast.com
[4] msnbc.com
[4] trib.al
[2] nytimes.com
[2] gov.au
[2] bit.ly
[2] gizmodo.com
[1] statista.com

Top Domains in Tweet in G9:
[20] trumpcovidplan.com
[8] twitter.com
[3] elimparcial.com
[3] cbsnews.com
[2] trib.al
[2] cnn.com
[2] trust.org
[2] bit.ly
[2] cbc.ca
[2] nbcnews.com

Top Domains in Tweet in G10:
[34] cbsnews.com
[11] gofundme.com
[5] cnn.it
[4] trib.al
[2] bloomberg.com
[1] apple.news
[1] houstonchronicle.com
[1] twitter.com
[1] cdc.gov
[1] vanityfair.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[244] covid19
[164] covid_19
[162] liburpanjangterapkan3m
[102] covid
[92] cuarentenaradicaleficaz
[89] envideo
[80] covid__19
[65] coronavirus
[47] simulacroan2020
[29] brisabolivarianaenvictoria



Top Hashtags in Tweet in G1:
[52] liburpanjangterapkan3m
[37] covid19
[23] covid_19
[20] kapoldasulsel
[20] poldasulsel
[18] coronavirus
[17] covid
[14] opsyustisipoldasulsel
[13] covid__19
[8] virus

Top Hashtags in Tweet in G2:
[1] factsmatter
[1] justsayin

Top Hashtags in Tweet in G3:
[5] covid19
[4] vote
[3] trumpfailedamerica
[2] trumpviruscatastrophe
[2] trumplied225kamericansdied
[2] republicansforbiden
[2] covid__19
[1] usa20unam
[1] bidenharrislandslide2020
[1] pennsylvania

Top Hashtags in Tweet in G4:
[89] envideo
[84] cuarentenaradicaleficaz
[46] simulacroan2020
[26] brisabolivarianaenvictoria
[19] envivo
[19] covid_19
[17] covid
[14] simulacrogarantíadepaz
[12] 10/26/2020 12:00:00 AM
[12] modoactivo

Top Hashtags in Tweet in G5:
[1] cnnsotu
[1] breaking

Top Hashtags in Tweet in G6:
[2] whitesupremacy
[2] covid
[2] vote
[1] vote4yourlife
[1] blue

Top Hashtags in Tweet in G7:
[1] smartnews

Top Hashtags in Tweet in G8:
[7] covid19
[1] leadership
[1] getusppe
[1] covid
[1] thankyoudan
[1] istandwithdanandrews
[1] istandwithbrettsutton

Top Hashtags in Tweet in G9:
[2] un
[2] protect
[2] human
[1] rights
[1] covid
[1] conservative
[1] feedthekids
[1] covid_19
[1] últimomomento
[1] ultimomomento

Top Hashtags in Tweet in G10:
[13] pence
[4] pestilentialpence
[1] judgeamyconeybarrett

Top Words
Top Words in Tweet in Entire Graph:
[7550] covid
[7464] 19
[958] cases
[891] deaths
[787] 000
[771] more
[698] people
[654] trump
[584] first
[581] 225

Top Words in Tweet in G1:
[740] 19
[738] covid
[112] dan
[57] cases
[57] penyebaran
[52] #liburpanjangterapkan3m
[48] virus
[47] dengan
[45] casos
[43] kesehatan

Top Words in Tweet in G2:
[428] covid
[427] 19
[422] cases
[412] deaths
[411] 000
[410] wolfblitzer
[410] south
[410] korea
[410] more
[409] checked

Top Words in Tweet in G3:
[193] covid
[181] 19
[99] realdonaldtrump
[51] gtconway3d
[46] yes
[45] right
[45] article
[45] here's
[45] make
[45] sure

Top Words in Tweet in G4:
[408] 19
[404] covid
[173] venezuela
[149] contra
[109] mippcivzla
[104] molécula
[101] nicolasmaduro
[89] #envideo
[84] #cuarentenaradicaleficaz
[83] lucha

Top Words in Tweet in G5:
[221] chief
[221] staff
[166] maggienyt
[163] covid
[161] 19
[158] people
[145] white
[145] house
[143] mark
[143] meadows

Top Words in Tweet in G6:
[276] american
[188] 19
[187] covid
[174] people
[172] relief
[171] senkamalaharris
[138] won
[138] forget
[138] instead
[138] passing

Top Words in Tweet in G7:
[282] goes
[170] covid
[166] 19
[94] front
[94] rfk
[94] stadium
[94] washington
[94] dc
[94] memorial
[94] americans

Top Words in Tweet in G8:
[136] covid
[135] 19
[89] died
[88] jaketapper
[88] rip
[88] fox
[88] producer
[88] rob
[88] brown
[88] network

Top Words in Tweet in G9:
[130] covid
[129] 19
[68] joebiden
[64] trump
[50] donald
[38] pandemic
[37] trump's
[34] president
[32] re
[29] going

Top Words in Tweet in G10:
[128] covid
[121] 19
[56] cnn
[56] dallas
[56] woman
[51] county
[31] area
[30] due
[30] cbsnews
[28] died

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[7333] covid,19
[671] 19,cases
[562] 225,000
[461] deaths,february
[451] cases,deaths
[436] south,korea
[434] first,covid
[434] more,225
[433] korea,first
[431] february,more

Top Word Pairs in Tweet in G1:
[726] covid,19
[52] penyebaran,covid
[40] libur,panjang
[35] 19,cases
[34] protokol,kesehatan
[28] rumah,saja
[24] tetap,rumah
[23] saat,libur
[22] pandemi,covid
[17] 19,dengan

Top Word Pairs in Tweet in G2:
[427] covid,19
[416] 19,cases
[410] south,korea
[409] checked,south
[409] korea,first
[409] first,covid
[409] cases,deaths
[409] deaths,february
[409] february,more
[409] more,225

Top Word Pairs in Tweet in G3:
[174] covid,19
[44] make,sure
[43] yes,article
[43] article,here's
[43] here's,link
[43] link,title
[43] title,make
[43] sure,right
[42] gtconway3d,yes
[29] chief,staff

Top Word Pairs in Tweet in G4:
[402] covid,19
[127] contra,covid
[74] lucha,contra
[62] molécula,dr10
[48] dr10,antiviral
[48] antiviral,altamente
[48] altamente,efectivo
[47] certificamos,molécula
[47] efectivo,lucha
[37] pdte,nicolasmaduro

Top Word Pairs in Tweet in G5:
[221] chief,staff
[161] covid,19
[145] white,house
[143] house,chief
[143] staff,mark
[143] mark,meadows
[125] two,people
[110] people,briefed
[110] briefed,matter
[110] matter,white

Top Word Pairs in Tweet in G6:
[186] covid,19
[172] 19,relief
[139] american,people
[138] people,won
[138] won,forget
[138] forget,instead
[138] instead,passing
[138] passing,adequate
[138] adequate,covid
[138] relief,legislation

Top Word Pairs in Tweet in G7:
[188] goes,goes
[166] covid,19
[94] front,rfk
[94] rfk,stadium
[94] stadium,washington
[94] washington,dc
[94] dc,memorial
[94] memorial,americans
[94] americans,died
[94] died,covid

Top Word Pairs in Tweet in G8:
[134] covid,19
[88] rip,fox
[88] fox,producer
[88] producer,rob
[88] rob,brown
[88] brown,network
[88] network,1999
[88] 1999,died
[88] died,covid
[88] 19,complications

Top Word Pairs in Tweet in G9:
[128] covid,19
[33] donald,trump
[21] beat,covid
[20] eight,months
[20] months,pandemic
[20] pandemic,finally
[20] finally,found
[20] found,president
[20] president,trump's
[20] trump's,plan

Top Word Pairs in Tweet in G10:
[121] covid,19
[29] due,covid
[28] dallas,area
[28] area,woman
[28] woman,died
[28] died,due
[28] 19,flight
[28] flight,arizona
[28] arizona,dallas
[28] dallas,county

Top Replied-To
Top Replied-To in Entire Graph:
@1trenggalek
@realdonaldtrump
@joebiden
@ivankatrump
@thehill
@mike_pence
@cnn
@meidastouch
@atrupar
@senatemajldr

Top Replied-To in G1:
@espacinsularrd

Top Replied-To in G2:
@catrinemarie
@wolfblitzer

Top Replied-To in G3:
@realdonaldtrump
@ivankatrump
@mike_pence
@gop
@markmeadows
@clewandowski_
@gtconway3d
@oliviatroye
@vp
@kylegriffin1

Top Replied-To in G4:
@monagasgnb
@partidopsuv
@nicolasmaduro

Top Replied-To in G5:
@maggienyt
@rightglockmom
@jim_jordan

Top Replied-To in G6:
@sambrodey

Top Replied-To in G7:
@sanchak74
@maddowblog

Top Replied-To in G8:
@timsmithmp
@realdnoaldtrump
@cuomoprimetime
@jaketapper
@snowycats

Top Replied-To in G9:
@joebiden
@realdonaldtrump
@jeremyfaust
@senronjohnson
@alicetweet
@judiciarygop
@dancon73

Top Replied-To in G10:
@cnn
@wisewonders
@debbiealakokko
@cbsnews
@num1opp
@bettemidler
@thehill
@predictionbot_
@jdaiey
@brianschatz

Top Mentioned
Top Mentioned in Entire Graph:
@wolfblitzer
@senkamalaharris
@maggienyt
@kpop_herald
@kamalaharris
@mippcivzla
@sensanders
@nicolasmaduro
@joeheim
@jaketapper

Top Mentioned in G1:
@indraardiawan2
@mrfreemantm
@danielarturog17
@miagivekisses
@cristinadobre
@hyemom10
@getanalysis
@bizarroborgbabe

Top Mentioned in G2:
@wolfblitzer
@ruth_hhopkins
@davidbegnaud
@realdonaldtrump
@submergingmkt
@206hawksguy
@imaflosser

Top Mentioned in G3:
@realdonaldtrump
@gtconway3d
@bretbaier
@vp
@marthamaccallum
@brianstelter
@abc
@60minutes
@potus
@kenolin1

Top Mentioned in G4:
@mippcivzla
@nicolasmaduro
@vtvcanal8
@drodriven2
@conelmazodando
@opsoms
@partidopsuv
@ivic_oficial
@cgrvenezuela
@carnetdlapatria

Top Mentioned in G5:
@maggienyt
@cnnpolitics
@yashar
@juliancastro
@philiprucker
@chrisjansing
@jdawsey1
@abraxsys
@wolfblitzer
@ajenglish

Top Mentioned in G6:
@senkamalaharris
@wolfblitzer
@ruthresistor
@dukewindsor388
@bethbeauvais1
@revrrlewis
@sophialamar1
@sambrodey

Top Mentioned in G7:
@joeheim
@maddowblog
@drianweissman
@drlindamd
@thetnholler
@marcusmoore
@abcworldnews
@ctvnews
@drrobertglatter
@msnbc

Top Mentioned in G8:
@jaketapper
@msnbc
@cuomoprimetime
@govmlg
@chriscuomo
@timmurtaugh
@noahshachtman
@timsmithmp
@cnn
@dailycaller

Top Mentioned in G9:
@joebiden
@jeremyfaust
@hillaryclinton
@googlenews
@stephengrovesjr
@persuasivepr
@alex_dm71
@vastuullisuus
@elimparcialcom
@thedemocrats

Top Mentioned in G10:
@cnn
@cbsnews
@bettemidler
@marklevinenyc
@ericliptonnyt
@lynciertod
@weijia
@norahodonnell
@pookey258a1
@myla944

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@missb62
@extravzla
@contrapuntovzla
@ptjasamarga
@dolartoday
@detikcom
@kompascom
@republikaonline

Top Tweeters in G1:
@extravzla
@contrapuntovzla
@ptjasamarga
@republikaonline
@lado_mx
@abscbnnews
@daily_express
@tribunnews
@didienazhar
@treporta

Top Tweeters in G2:
@aprinc3ss88
@willseattle
@mapocoloco
@burnettcynthia
@funnagan
@bettyb00p00
@nanelvisfan
@peace1
@suehdemocrat
@visiblesoul

Top Tweeters in G3:
@onahunttoday
@fight4freedom72
@donnathorson
@jonathanjewel
@joshuajreynold1
@armanwalker
@binderfaith1
@rumijulie
@lovealaska1105
@abc

Top Tweeters in G4:
@conelmazodando
@vtvcanal8
@descifradocom
@laradiodelsur
@irr644
@partidopsuv
@avnve
@rnvinformativa
@gustavoviloriar
@camuniafilada

Top Tweeters in G5:
@tallyannae
@broomstick33
@kskm3
@imagefeeder
@lbanter1
@marlenes777
@melodypuppydog
@frannyhelen
@thelady_artemis
@submarine_guy

Top Tweeters in G6:
@sophialamar1
@cyferptvila
@carollarue
@earnest_one
@trishtra3
@massingillcindy
@kimerlyus
@lovenola4ever
@blueboy8000
@vedereats

Top Tweeters in G7:
@evankirstel
@lisakbromley
@itswanda
@cotey_mary
@publicoutcrysy
@dsochoa
@cathleenkucz
@sandykalano
@50smag
@mcwilkins63

Top Tweeters in G8:
@rachel_mcrea
@dailycaller
@vjf6122
@jaketapper
@msnbc
@islandlife2014
@vashtivale42
@rhapsodysbiues
@olikolokolo
@cherylheide

Top Tweeters in G9:
@joannecangal
@politicalbee
@new_narrative
@chriskirouac
@glangendorf01
@inglamwetrust
@elimparcialcom
@npazderski
@laurahennesse11
@b52malmet

Top Tweeters in G10:
@cnbsnana
@adekleine
@575haiku
@lltwing
@cnn
@mfrance923
@cbsnews
@carlottah
@sngitau
@imnotaplayertho