Coronavirus, Twitter, 2/24/2020 1:08:21 PM, 221864


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Coronavirus_2020-02-23_20-40-50.xlsx
Coronavirus_2020-02-23_20-40-50.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 24, 2020
Short Description:
Coronavirus via NodeXL http://bit.ly/2v2H0L3
@business
@who
@nytimes
@votasinpartidos
@richardengel
@oh_mes2
@cnni
@realdonaldtrump
@uzosou
@georgebest1969

Top hashtags:
#coronavirus
#covid19
#china
#covid_19
#wuhan
#coronavirusoutbreak
#iran
#breaking
#italy
#corona

Description:
Description
The graph represents a network of 17,487 Twitter users whose recent tweets contained "Coronavirus", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 24 February 2020 at 06:06 UTC.

The tweets in the network were tweeted over the 37-minute period from Monday, 24 February 2020 at 04:05 UTC to Monday, 24 February 2020 at 04:42 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 : 17487
Unique Edges : 20494
Edges With Duplicates : 4530
Total Edges : 25024
Number of Edge Types : 5
Retweet : 12985
Replies to : 1148
MentionsInRetweet : 3233
Tweet : 5503
Mentions : 2155
Self-Loops : 5563
Reciprocated Vertex Pair Ratio : 0.000938241624813731
Reciprocated Edge Ratio : 0.00187472430524923
Connected Components : 2893
Single-Vertex Connected Components : 1341
Maximum Vertices in a Connected Component : 11313
Maximum Edges in a Connected Component : 18395
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 6.982981
Graph Density : 5.93110650894397E-05
Modularity : 0.743518
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 17,487 Twitter users whose recent tweets contained "Coronavirus", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 24 February 2020 at 06:06 UTC.

The tweets in the network were tweeted over the 37-minute period from Monday, 24 February 2020 at 04:05 UTC to Monday, 24 February 2020 at 04:42 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 : TwitterSearch
Graph Term : Coronavirus
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:
[65] https://news.yahoo.com/virus-hits-shipping-spreading-global-economic-strain-041442041.html
[63] https://trib.al/e1S9HN9
[58] https://www.dailywire.com/news/report-suggests-that-details-point-to-coronavirus-coming-from-chinese-lab
[40] https://actualidad.rt.com/actualidad/343890-coronavirus-cobrado-vida-2600-personas-mundo
[38] https://econ.trib.al/pUqssgU
[33] https://www.reuters.com/article/us-china-health-idUSKCN20I02V?taid=5e53492e6831d00001c4d701&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[33] https://www.youtube.com/watch?feature=player_embedded&v=qaGyNN-jgpg
[31] https://vdata.nikkei.com/newsgraphics/coronavirus-world-map/
[27] https://bnonews.com/index.php/2020/02/the-latest-coronavirus-cases/
[23] https://trib.al/aR7gKYv

Top URLs in Tweet in G1:
[12] https://united-europe-news.blogspot.com/2020/02/health-coronavirus-emergency-in.html
[11] https://vdata.nikkei.com/newsgraphics/coronavirus-world-map/
[11] https://www.bbc.co.uk/news/world-asia-51609360
[8] https://twitter.com/i/events/1231666294602100736
[8] http://www.change.org/p/united-nations-call-for-the-resignation-of-tedros-adhanom-ghebreyesus-who-director-general
[8] https://www.poandpo.com/
[7] https://twitter.com/i/events/1231720293661437952
[6] https://www.independent.co.uk/news/uk/home-news/coronavirus-uk-japan-cruise-ship-diamond-princess-test-nhs-wirral-a9353526.html
[6] https://www.cnbc.com/2020/02/24/us-futures-coronavirus-outbreak.html
[6] https://www.cnbc.com/2020/02/24/us-futures-coronavirus-outbreak.html?__source=sharebar|twitter&par=sharebar

Top URLs in Tweet in G2:
[30] https://econ.trib.al/pUqssgU
[15] https://www.bloomberg.com/news/articles/2020-02-21/how-the-novel-coronavirus-can-maybe-infect-you-quicktake?utm_source=twitter&cmpid=socialflow-twitter-business&utm_medium=social&utm_content=business&utm_campaign=socialflow-organic
[15] https://www.youtube.com/c/JenniferZeng
[12] https://www.bloomberg.com/news/articles/2020-02-21/artificial-intelligence-gears-up-to-fight-a-future-coronavirus?utm_medium=social&utm_content=business&utm_campaign=socialflow-organic&utm_source=twitter&cmpid=socialflow-twitter-business
[10] https://www.bloomberg.com/news/articles/2020-02-20/japan-virus-surge-risks-undoing-abe-s-efforts-to-woo-china?utm_medium=social&utm_campaign=socialflow-organic&utm_content=business&utm_source=twitter&cmpid=socialflow-twitter-business
[9] https://www.cbsnews.com/news/coronavirus-death-toll-infections-outbreak-fatalities-cases-disease-china-iran-south-korea-italy-latest-updates/?ftag=CNM-00-10aab7e&linkId=82919858
[7] https://nypost.com/2020/02/22/dont-buy-chinas-story-the-coronavirus-may-have-leaked-from-a-lab/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons
[7] https://trib.al/tpZ1SJD
[6] https://www.bloomberg.com/news/articles/2020-02-23/china-is-pushing-factories-to-resume-even-as-death-toll-rises?utm_content=business&utm_campaign=socialflow-organic&utm_medium=social&cmpid=socialflow-twitter-business&utm_source=twitter
[6] https://www.cnbc.com/2020/02/24/asia-markets-south-korea-coronavirus-currencies-china.html

Top URLs in Tweet in G3:
[38] https://actualidad.rt.com/actualidad/343890-coronavirus-cobrado-vida-2600-personas-mundo
[13] https://www.youtube.com/watch?v=C7hAovThw20&feature=youtu.be

[12] https://actualidad.rt.com/actualidad/343883-italia-medidas-contener-coronavirus-infectados
[8] https://www.elmundo.es/yodona/moda/2020/02/23/5e523c72fc6c83d8728b45db.html
[7] http://elespectador.com/noticias/bogota/cual-es-la-ruta-de-atencion-ante-posibles-casos-de-coronavirus-en-bogota-articulo-906044
[6] https://www.efe.com/efe/espana/portada/corea-del-sur-registra-161-nuevos-casos-de-coronavirus-y-suma-763/10010-4180317
[5] https://www.panorama.com.ve/mundo/Muere-en-norte-de-Italia-tercera-persona-por-coronavirus--20200223-0020.html
[5] https://www.antena3.com/noticias/sociedad/posible-caso-coronavirus-activa-protocolo-rioja_202002235e52fd8a0cf29c0b0eef1bed.html?so=so%3Asour-twitter%3Acn-antena3noticias
[5] https://elpais.com/sociedad/2020/02/23/actualidad/1582464702_785493.html?ssm=TW_CC
[4] https://gytlaw.awsve.com/2020/02/23/aumentan-a-ocho-los-muertos-por-coronavirus-y-a-43-los-contagiados-en-iran/

Top URLs in Tweet in G4:
[14] http://who.maps.arcgis.com/apps/opsdashboard/index.html#/c88e37cfc43b4ed3baf977d77e4a0667
[12] https://www.pscp.tv/w/cSKRdzFkcmpla05KYmtaUWJ8MWpNSmdRV3dlbUFLTB35-8qEkNx5LZI0b4GnrbS9NGJvxW58Z2QG79T9OXFm
[7] https://www.cnbc.com/2020/02/23/coronavirus-impact-france-sees-tourism-numbers-fall-by-30percent-to-40percent.html
[5] https://nypost.com/2020/02/10/trump-predicts-coronavirus-threat-will-soon-end-in-speech-to-governors/
[4] http://timesofsweden.com/2020/02/22/italy-coronavirus-update-live/
[4] https://www.cnbc.com/2020/02/24/coronavirus-live-updates-china-south-korea-cases.html?__source=sharebar|twitter&par=sharebar
[4] https://www.wsj.com/articles/coronavirus-spreads-outside-china-as-officials-worries-mount-11582473370
[4] https://www.ndtv.com/
[4] https://news.yahoo.com/virus-hits-shipping-spreading-global-economic-strain-041442041.html
[4] https://www.thegatewaypundit.com/2020/02/state-department-employee-in-japan-ignored-president-trumps-orders-and-allowed-americans-with-coronavirus-to-fly-back-to-the-us/

Top URLs in Tweet in G5:
[13] https://quillette.com/2020/02/22/losing-the-mandate-of-heaven/#menuopen
[10] https://www.nytimes.com/video/world/asia/100000006970549/coronavirus-chinese-citizens.html
[10] https://www.bloomberg.com/news/articles/2020-02-06/how-the-coronavirus-could-impact-global-business?cmpid=socialflow-twitter-businessweek&utm_medium=social&utm_campaign=socialflow-organic&utm_source=twitter&utm_content=businessweek
[8] https://www.wsj.com/articles/world-economy-shudders-as-coronavirus-threatens-global-supply-chains-11582474608
[7] https://www.reuters.com/article/us-china-health/south-korea-raises-alert-to-highest-level-as-coronavirus-cases-jump-idUSKCN20H03U
[5] https://www.youtube.com/watch?v=GLJmTnT6JiQ&list=PLKDm1nJ92oesGrVYibBZu36doa0kRk75w

[5] https://video.foxnews.com/v/6135159896001/?playlist_id=3386055101001
[4] https://twitter.com/DarrenEuronews/status/1231360880606093314
[4] https://www.hongkongfp.com/2020/02/23/coronavirus-communist-chinas-biggest-health-emergency-says-xi-jinping/
[4] https://www.dailymail.co.uk/news/article-8034547/Giorgio-Armani-cancels-Milan-fashion-coronavirus-killed-two-people-near-city.html

Top URLs in Tweet in G6:
[48] https://trib.al/e1S9HN9
[19] https://trib.al/aR7gKYv
[15] https://news.yahoo.com/no-one-cares-locked-wuhan-residents-adapt-food-042325179.html
[6] https://www.thenational.ae/world/seven-countries-close-borders-with-iran-over-coronavirus-outbreak-1.983388
[5] https://trib.al/9guPC1L
[5] https://trib.al/Y88L0jO
[5] https://www.washingtontimes.com/news/2020/feb/23/untraceable-coronavirus-clusters-alarm-health-offi/
[5] https://www.bloomberg.com/news/articles/2020-02-23/hong-kong-hit-by-tsunami-italy-cancels-carnival-virus-update?utm_source=twitter&utm_campaign=socialflow-organic&cmpid%3D=socialflow-twitter-markets&utm_content=markets&utm_medium=social
[4] http://dlvr.it/RQbnnT
[4] https://www.theguardian.com/world/2020/feb/23/world-is-approaching-coronavirus-tipping-point-experts-say?CMP=twt_gu&utm_source=Twitter#Echobox=1582501318

Top URLs in Tweet in G7:
[2] https://n.news.naver.com/entertain/article/629/0000016368?lfrom=twitter
[2] https://twitter.com/lisaabramowicz1/status/1231634470828224512
[1] https://twitter.com/yonhaptweet/status/1231750474426015744
[1] https://twitter.com/yonhaptweet/status/1231389643049799680
[1] https://twitter.com/KBSnews/status/1231492532741099520
[1] https://twitter.com/KBSnews/status/1231506462238658560
[1] https://n.news.naver.com/entertain/now/article/311/0001116043
[1] http://www.chinadaily.com.cn/a/202002/23/WS5e51e787a3101282172798d9.html
[1] http://www.chinadaily.com.cn/a/202002/24/WS5e532561a310128217279b42_1.html
[1] http://www.chinadaily.com.cn/a/202002/24/WS5e532760a310128217279b62.html

Top URLs in Tweet in G8:
[4] https://foreignpolicy.com/2020/01/31/coronavirus-china-trump-united-states-public-health-emergency-response/
[4] https://www.forbes.com/sites/lisettevoytko/2020/02/11/trump-proposes-16-cut-to-cdc-as-global-number-of-coronavirus-infections-and-deaths-rise/#49ff25e018da
[3] https://twitter.com/SenShelby/status/1231671542582513665
[2] https://zerohedge.com/
[2] https://www.washingtonpost.com/health/coronavirus-diamond-princess-cruise-americans/2020/02/20/b6f54cae-5279-11ea-b119-4faabac6674f_story.html
[2] https://www.theguardian.com/world/2020/jan/31/us-coronavirus-budget-cuts-trump-underprepared
[2] https://trib.al/HLhqJKT
[2] https://trib.al/p3QdUw5
[2] https://www.dw.com/en/coronavirus-turkey-and-pakistan-close-borders-with-iran/a-52488676
[2] https://thenextweb.com/plugged/2020/02/24/samsung-temporarily-shuts-down-a-factory-in-south-korea-due-to-coronavirus/?utm_campaign=tweet1

Top URLs in Tweet in G9:
[7] https://twitter.com/SenateBudget/status/1227023219552669696
[5] https://www.rawstory.com/2020/02/here-are-5-reasons-you-have-donald-trump-to-thank-if-you-get-the-coronavirus/
[2] https://www.washingtonpost.com/health/coronavirus-diamond-princess-cruise-americans/2020/02/20/b6f54cae-5279-11ea-b119-4faabac6674f_story.html
[2] https://www.wonkette.com/state-department-kinda-making-up-coronavirus-policy-as-it-goes-along-is-that-a-bad-thing
[2] https://www.nbcnews.com/news/world/coronavirus-updates-10-italian-communities-lockdown-death-toll-rises-china-n1141321
[1] https://twitter.com/senshelby/status/1231671542582513665
[1] https://www.csis.org/analysis/health-security-downgraded-white-house
[1] https://www.nytimes.com/video/world/asia/100000006970549/coronavirus-chinese-citizens.html?referringSource=articleShare
[1] https://twitter.com/bbkogan/status/1231651324267237377
[1] https://www.wcax.com/content/news/Vermont-still-monitoring-3-for-possible-coronavirus-exposure-568084891.html

Top URLs in Tweet in G10:
[27] https://www.reuters.com/article/us-china-health-idUSKCN20I02V?taid=5e53492e6831d00001c4d701&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[15] https://www.reuters.com/article/us-china-health/concern-over-coronavirus-spread-grows-with-cases-jumping-in-south-korea-italy-and-iran-idUSKCN20H03U
[6] https://www.reuters.com/article/us-china-health-nhc-toll-idUSKCN20I08J?taid=5e5346e4ee23af0001323bf9&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.reuters.com/article/us-argentina-china-beef-idUSKCN20I07C?taid=5e5349e0ee23af0001323bfe&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.reuters.com/article/us-china-health-southkorea-idUSKCN20I031?taid=5e5338c96831d00001c4d6c7&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://trib.al/e1S9HN9
[2] https://www.reuters.com/article/us-china-health-iran-toll-idUSKCN20H0AT?taid=5e529fcbee23af0001323963&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-global-markets-idUSKCN20I00F?taid=5e5331c3ee23af0001323bac&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.reuters.com/article/us-china-health-italy-anxiety-idUSKCN20H0OS?taid=5e53215cee23af0001323b74&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://www.bbc.co.uk/news/world-us-canada-51599009

Top Domains
Top Domains in Tweet in Entire Graph:
[665] twitter.com
[285] youtube.com
[266] trib.al
[190] reuters.com
[170] bloomberg.com
[148] co.uk
[125] yahoo.com
[112] nytimes.com
[102] scmp.com
[98] cnbc.com

Top Domains in Tweet in G1:
[140] twitter.com
[39] co.uk
[26] reuters.com
[25] cnbc.com
[23] com.au
[22] youtube.com
[21] blogspot.com
[19] cnn.com
[18] nytimes.com
[16] poandpo.com

Top Domains in Tweet in G2:
[81] trib.al
[79] bloomberg.com
[61] twitter.com
[37] youtube.com
[24] nypost.com
[17] cnbc.com
[17] news247worldpressuk.com
[14] reuters.com
[9] theguardian.com
[9] cbsnews.com

Top Domains in Tweet in G3:
[63] rt.com
[50] informazione.it
[39] twitter.com
[21] awsve.com
[15] youtube.com
[13] efe.com
[12] elpais.com
[11] com.mx
[10] elmundo.es
[8] elespectador.com

Top Domains in Tweet in G4:
[48] twitter.com
[16] cnbc.com
[16] arcgis.com
[13] cdc.gov
[12] pscp.tv
[10] nypost.com
[9] reuters.com
[8] youtube.com
[6] bloomberg.com
[6] wsj.com

Top Domains in Tweet in G5:
[33] twitter.com
[27] nytimes.com
[18] bloomberg.com
[14] hongkongfp.com
[13] trib.al
[13] quillette.com
[11] wsj.com
[11] co.uk
[10] reuters.com
[8] youtube.com

Top Domains in Tweet in G6:
[92] trib.al
[23] yahoo.com
[12] bloomberg.com
[10] twitter.com
[10] theguardian.com
[7] politico.com
[7] washingtontimes.com
[7] thenational.ae
[4] dlvr.it
[4] okdiario.com

Top Domains in Tweet in G7:
[8] twitter.com
[3] naver.com
[3] com.cn
[1] cgtn.com
[1] trib.al
[1] oe24.at
[1] antaranews.com

Top Domains in Tweet in G8:
[8] twitter.com
[7] trib.al
[4] foreignpolicy.com
[4] forbes.com
[3] theguardian.com
[3] bloomberg.com
[2] zerohedge.com
[2] washingtonpost.com
[2] com.au
[2] dw.com

Top Domains in Tweet in G9:
[11] twitter.com
[5] rawstory.com
[3] washingtonpost.com
[2] nytimes.com
[2] wonkette.com
[2] nbcnews.com
[1] csis.org
[1] wcax.com
[1] ac.nz
[1] politico.com

Top Domains in Tweet in G10:
[70] reuters.com
[4] trib.al
[3] co.uk
[1] koreaherald.com
[1] gmanetwork.com
[1] arcgis.com
[1] feeltiptop.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5877] coronavirus
[1473] covid19
[587] china
[402] covid_19
[372] wuhan
[319] coronavirusoutbreak
[262] iran
[139] breaking
[138] italy
[131] corona



Top Hashtags in Tweet in G1:
[306] coronavirus
[92] covid19
[37] coronavirusoutbreak
[34] china
[19] covid_19
[18] news
[14] 2019ncov
[13] wuhan
[12] virus
[12] coronaviruschina

Top Hashtags in Tweet in G2:
[1104] coronavirus
[155] covid19
[107] wuhan
[99] coronavirusoutbreak
[84] covid_19
[44] iran
[39] italy
[27] china
[27] breaking
[27] covidー19

Top Hashtags in Tweet in G3:
[767] coronavirus
[321] covid19
[202] china
[86] últimahora
[78] italia
[48] wuhan
[33] irán
[27] covid_19
[25] coreadelsur
[22] iran

Top Hashtags in Tweet in G4:
[365] coronavirus
[130] covid19
[100] iran
[45] wuhan
[42] indiahidingcoronastrike
[32] china
[26] covid_19
[26] milesguo
[18] coronavirusoutbreak
[14] italy

Top Hashtags in Tweet in G5:
[381] coronavirus
[94] china
[60] ccp
[34] chinese
[30] covid19
[27] hongkong
[25] wuhan
[23] covid_19
[20] corona
[15] coronavirusoutbreak

Top Hashtags in Tweet in G6:
[177] coronavirus
[49] breaking
[29] update
[17] covid19
[9] coronavirusoutbreak
[7] china
[7] southkorea
[6] covid_19
[6] coronavirusitalia
[6] covid19italia

Top Hashtags in Tweet in G7:
[38] coronavirus
[22] covid19
[7] backtowork
[4] update
[4] china
[3] dog
[3] chinastory
[2] zhangyixing
[2] everydayhero
[2] kriswu

Top Hashtags in Tweet in G8:
[60] coronavirus
[4] coronovirus
[2] wuhancoronavirus
[2] chooseyourpoison
[2] covid19
[2] covid_19
[1] alabama
[1] carrielam
[1] freehk
[1] coronavirustruth

Top Hashtags in Tweet in G9:
[59] alabama
[44] coronavirus
[30] trump
[3] covid2019
[2] covid19
[2] trumpnotfitforoffice
[2] successfulblackpresident
[1] fuvm
[1] coronavirius
[1] vermont

Top Hashtags in Tweet in G10:
[5] coronavirus
[4] covid19
[1] pandemic
[1] china
[1] got7
[1] 갓세븐

Top Words
Top Words in Tweet in Entire Graph:
[7623] Words in Sentiment List#1: Positive
[18859] Words in Sentiment List#2: Negative
[136] Words in Sentiment List#3: Angry/Violent
[560009] Non-categorized Words
[586491] Total Words
[13203] coronavirus
[7669] #coronavirus
[3509] cases
[3494] china
[2852] korea

Top Words in Tweet in G1:
[1124] coronavirus
[314] #coronavirus
[193] china
[160] cases
[124] korea
[107] south
[100] outbreak
[92] #covid19
[84] italy
[74] fears

Top Words in Tweet in G2:
[1430] #coronavirus
[768] coronavirus
[632] cases
[466] china
[426] italy
[403] more
[380] people
[312] #covid19
[290] #covid_19
[261] south

Top Words in Tweet in G3:
[902] coronavirus
[892] #coronavirus
[413] casos
[395] #covid19
[265] china
[230] italia
[227] #china
[209] confirmados
[184] dice
[182] brote

Top Words in Tweet in G4:
[584] coronavirus
[475] #coronavirus
[221] realdonaldtrump
[205] #covid19
[192] jobs
[173] cases
[159] china
[149] people
[148] thank
[123] deaths

Top Words in Tweet in G5:
[467] #coronavirus
[447] coronavirus
[302] china
[232] chinese
[205] people
[190] government
[184] cases
[150] more
[136] italy
[135] police

Top Words in Tweet in G6:
[478] coronavirus
[311] korea
[220] #coronavirus
[183] south
[176] china
[160] cases
[151] one
[140] more
[139] people
[100] death

Top Words in Tweet in G7:
[776] coronavirus
[770] korea
[681] cases
[337] total
[332] related
[332] deaths
[326] 161
[326] 763
[87] being
[85] kim

Top Words in Tweet in G8:
[434] more
[424] coronavirus
[253] think
[237] told
[193] virus
[189] being
[188] one
[188] flu
[186] world
[182] treating

Top Words in Tweet in G9:
[300] cdc
[279] coronavirus
[251] cut
[243] trump
[190] trying
[187] percent
[187] case
[187] anyone
[187] wondering
[187] approaching

Top Words in Tweet in G10:
[907] soldiers
[478] coronavirus
[311] quarantined
[310] hope
[303] infected
[303] currently
[302] minseok
[302] kyungsoo
[298] 1300
[298] under

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1364] south,korea
[773] coronavirus,cases
[685] #coronavirus,#covid19
[622] covid,19
[570] cases,coronavirus
[495] 161,cases
[484] coronavirus,outbreak
[476] hong,kong
[455] cruise,ship
[378] cases,korea

Top Word Pairs in Tweet in G1:
[77] south,korea
[62] coronavirus,outbreak
[57] coronavirus,cases
[47] covid,19
[30] north,korea
[27] outside,china
[27] coronavirus,north
[27] korea,quarantines
[27] quarantines,foreigners
[27] foreigners,amid

Top Word Pairs in Tweet in G2:
[200] south,korea
[125] more,business
[121] #covid_19,#covid19italia
[115] business,#covid_19
[90] grocery,store
[88] shelves,milan
[86] #coronavirus,italy
[85] store,shelves
[84] stunned,europe
[84] europe,biggest

Top Word Pairs in Tweet in G3:
[317] #coronavirus,#covid19
[197] casos,confirmados
[172] dice,comisión
[137] #china,#coronavirus
[114] nuevos,casos
[96] coronavirus,china
[95] urgente,coronavirus
[95] 77,150
[91] 409,nuevos
[89] confirmados,coronavirus

Top Word Pairs in Tweet in G4:
[128] jobs,jobs
[106] diamond,princess
[93] thank,realdonaldtrump
[83] cruise,ship
[77] princess,cruise
[64] another,reason
[64] reason,trump
[64] trump,elected
[64] elected,bringing
[64] bringing,manufacturing

Top Word Pairs in Tweet in G5:
[116] south,korea
[80] coronavirus,outbreak
[79] chinese,citizens
[66] big,issue
[62] internment,camps
[61] coronavirus,cases
[58] government,censors
[56] chinese,people
[54] moon,jae
[54] closed,schools

Top Word Pairs in Tweet in G6:
[174] south,korea
[93] death,toll
[69] north,korea
[68] coronavirus,north
[68] korea,quarantines
[68] quarantines,foreigners
[68] foreigners,amid
[68] amid,fears
[67] people,coronavirus
[67] one,more

Top Word Pairs in Tweet in G7:
[338] coronavirus,korea
[335] cases,coronavirus
[335] total,cases
[335] cases,korea
[327] korea,coronavirus
[327] coronavirus,related
[327] related,deaths
[325] 161,cases
[324] korea,763
[324] 763,total

Top Word Pairs in Tweet in G8:
[181] hong,kong
[180] dr,treating
[178] far,more
[176] treating,coronavirus
[176] coronavirus,victims
[176] victims,hong
[176] kong,told
[176] told,think
[176] think,world
[176] world,aware

Top Word Pairs in Tweet in G9:
[246] cut,cdc
[187] trump,trying
[187] trying,cut
[187] cdc,percent
[187] percent,case
[187] case,anyone
[187] anyone,wondering
[187] wondering,approaching
[187] approaching,coronavirus
[65] far,more

Top Word Pairs in Tweet in G10:
[302] minseok,kyungsoo
[300] infected,coronavirus
[298] 1300,soldiers
[298] soldiers,under
[298] under,quarantined
[195] south,korea
[177] soldiers,currently
[177] currently,infected
[177] coronavirus,1300
[177] quarantined,list

Top Replied-To
Top Replied-To in Entire Graph:
@business
@senshelby
@preetbharara
@stardust_1416
@drtedros
@nachomdeo
@imrankhanpti
@brianschatz
@realdonaldtrump
@richardengel

Top Replied-To in G1:

Top Replied-To in G2:
@business
@quicktake
@howroute
@scottgottliebmd
@jenniferatntd
@andibaldi
@jediphone
@fight4veritas
@trishankkarthik
@thehill

Top Replied-To in G3:
@melannerose
@finanzas_time
@celsoberon
@marcorubiocuba
@jenizaro11
@nellypsuvya
@afpespanol
@andressbraun
@mariatabarnia
@ramirogarciaf

Top Replied-To in G4:
@senshelby
@drtedros
@realdonaldtrump
@who
@irannw
@potus
@cdcgov
@chiproytx
@sfrantzman
@debbie56111656

Top Replied-To in G5:
@nytimes
@senrickscott
@trendspider
@joshuawongcf
@dalj_k
@jkylebass
@globaltimesnews
@vshih2
@solomonyue
@you_shu_china

Top Replied-To in G6:
@cdc
@cnni
@cnn
@fredwilliams77
@halcruises
@latenit49381028
@spwells
@5parkcartman
@rover829
@dischimera

Top Replied-To in G7:
@oh_mes2

Top Replied-To in G8:
@preetbharara
@richardengel
@ambjohnbolton
@4evernevertrump
@washingtonpost
@virginiasghost
@fohtohgirl
@contrarymeri
@lauferlaw
@jupitergirl

Top Replied-To in G9:
@brianschatz
@amyklobuchar
@geraldorivera
@preetbharara
@dwoodyd
@runewarrior
@salemjakes
@sfpelosi

Top Replied-To in G10:
@reuters

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@who
@bts_twt
@business
@youtube
@potus
@xinhuachinese
@cdcgov
@unsereoebb
@senshelby

Top Mentioned in G1:
@henrygrullon4
@chinabeigebook

Top Mentioned in G2:
@business
@unsereoebb
@ap
@iata
@nypost
@cnbc
@jaffer22915438
@twowolfies
@bopinion
@nbcnews

Top Mentioned in G3:
@salud_ec
@salud_cz5
@lopezobrador_
@el_pais
@cancilleriaec
@cnnee
@dw_espanol
@lorenzomila
@coronavirus_es
@rgonzalezromero

Top Mentioned in G4:
@realdonaldtrump
@who
@potus
@cdcgov
@senshelby
@repmikerogersal
@whitehouse
@un
@_africanunion
@gatewaypundit

Top Mentioned in G5:
@nytimes
@quillette
@zlj517
@freedomhkg
@stand_with_hk
@hkdc_us
@hk_watch
@solomonyue
@fight4hongkong
@mschlapp

Top Mentioned in G6:
@cnn
@politico
@thenationaluae
@davidalim
@who
@bbcworld
@business
@dnc
@joelachenbach
@lennymbernstein

Top Mentioned in G7:
@lay_studio
@layzhang
@xingpark
@xbackina

Top Mentioned in G8:
@richardengel
@lavenderblue27
@preetbharara
@jeffbezos
@jenniferjjacobs
@washingtonpost
@gtconway3d
@indianidle
@reuterstv
@who

Top Mentioned in G9:
@brianschatz
@ronaldklain
@truefactsstated
@styx666official
@chalkarts
@brhodes
@kentremendous
@realdonaldtrump

Top Mentioned in G10:
@got7official
@reuters
@who
@bts_twt

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@la_patilla
@eldiario
@periodicovzlano
@ep_mundo
@zazoomblog
@missb62
@_mrdavidjones
@tomthunkitsmind

Top Tweeters in G1:
@elnacionalweb
@zazoomblog
@el_cooperante
@agendaonline
@infoapuntes
@elilustrativo
@postematico
@infolecturas
@robinsnewswire
@inforeportes

Top Tweeters in G2:
@tomthunkitsmind
@alllibertynews
@superalloyzz
@ecointernetdrgb
@threadreaderapp
@trafficbutter
@thehill
@pitarampal
@coco20181
@sazamaru

Top Tweeters in G3:
@la_patilla
@eldiario
@periodicovzlano
@infoitinterno
@sunoticiero
@conelmazodando
@telesurtv
@soymayhurtado
@ginniasa
@elespectador

Top Tweeters in G4:
@homegypsy
@ndtv
@netminnow
@ungubunugu1274
@bearingtruth
@trump_enemy
@ronjellison
@justonepatriot
@raisinaseries
@valorof1776

Top Tweeters in G5:
@lorimoreno
@dupouvoirdachat
@didienazhar
@rthk_news
@sweetfreedom29
@alicia45kag
@kathysamira
@sherazkhannyc
@whirledcitizen_
@foxnews

Top Tweeters in G6:
@baarahk
@eggry
@my_amigouk
@techl0g
@russelltim151
@guardian
@hannihee
@pcxcallisto
@bbcnews
@trumpwatchnews

Top Tweeters in G7:
@twicexonation_
@mijin913
@9janx_
@i__opalvz
@haeicee
@noeyhonee
@palmmy_season
@onlyimg
@kimmamong
@lookln

Top Tweeters in G8:
@lavenderblue27
@unlewis
@tadrow
@skywaker9
@mstepczyk
@deesbarbara
@karolcummins
@didifrench
@coalminetweety
@washingtonpost

Top Tweeters in G9:
@givemepie360
@tyberzannxxxx
@amadii
@joanisparkles
@jcr914
@innrdreams
@redboybroken
@leslielee327
@coton_luver
@espeoppenheimer

Top Tweeters in G10:
@crewislife
@gmanews
@1loriking
@reuters
@waad_zain
@dzmmteleradyo
@tzdiscovery
@firelight8abril
@oohsenisehunnie
@solobbhyun


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