Coronavirus, Twitter, 2/12/2020 10:13:20 PM, 221031


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Coronavirus_2020-02-12_06-08-45.xlsx
Coronavirus_2020-02-12_06-08-45.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 12, 2020
Short Description:
Coronavirus via NodeXL http://bit.ly/3bHWGUq
@who
@stcom
@viriyabot
@zuraida_my
@ipatiences
@_hafizazahar
@reuters
@a3noticias
@fia
@scmpnews

Top hashtags:
#coronavirus
#covid19
#china
#wuhan
#coronavirusoutbreak
#chinesegp
#jhope
#bts
#f1
#chinese

Description:
Description
The graph represents a network of 18,905 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 Wednesday, 12 February 2020 at 14:59 UTC.

The tweets in the network were tweeted over the 32-minute period from Wednesday, 12 February 2020 at 13:36 UTC to Wednesday, 12 February 2020 at 14:08 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 : 18905
Unique Edges : 20656
Edges With Duplicates : 3782
Total Edges : 24438
Number of Edge Types : 5
Retweet : 11219
Tweet : 6441
MentionsInRetweet : 3265
Replies to : 1006
Mentions : 2507
Self-Loops : 6502
Reciprocated Vertex Pair Ratio : 0.00164812525751957
Reciprocated Edge Ratio : 0.00329082682023859
Connected Components : 4600
Single-Vertex Connected Components : 2305
Maximum Vertices in a Connected Component : 9249
Maximum Edges in a Connected Component : 14099
Maximum Geodesic Distance (Diameter) : 26
Average Geodesic Distance : 8.373593
Graph Density : 4.76159669989478E-05
Modularity : 0.760591
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 18,905 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 Wednesday, 12 February 2020 at 14:59 UTC.

The tweets in the network were tweeted over the 32-minute period from Wednesday, 12 February 2020 at 13:36 UTC to Wednesday, 12 February 2020 at 14:08 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:
[71] https://qz.com/1798974/how-sars-trauma-made-hong-kong-distrust-beijing/?utm_source=dlvr.it&utm_medium=twitter
[68] https://www.eldestapeweb.com/nota/cientificos-del-conicet-crearon-un-metodo-que-detecta-el-coronavirus-en-una-hora-20202129140
[44] https://trib.al/niymMYU
[43] https://www.independent.co.uk/voices/coronavirus-hong-kong-carrie-lam-china-democracy-a9329801.html?utm_medium=Social&utm_source=Twitter#Echobox=1581431658
[41] https://www.formula1.com/en/latest/article.chinese-grand-prix-postponed-due-to-coronavirus-outbreak.3g2y5Ngyrk1MbNxQB9hj4s.html
[41] https://news.sky.com/story/coronavirus-superspreader-steve-walsh-discharged-from-hospital-11932275
[38] https://twitter.com/i/events/1227483074381746181
[37] https://www.valeursactuelles.com/clubvaleurs/politique/coronavirus-la-cgt-refuse-de-preter-un-de-ses-chateaux-pour-heberger-les-francais-revenus-de-chine-115930
[33] https://www.scmp.com/news/china/society/article/3050077/least-500-wuhan-medical-staff-infected-coronavirus
[26] https://calgaryherald.com/news/world/with-the-coronavirus-crisis-xi-jinping-faces-chinas-chernobyl-moment/wcm/b9648783-1782-47ef-a827-6413723be935?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1581451577

Top URLs in Tweet in G1:
[27] https://www.formula1.com/en/latest/article.chinese-grand-prix-postponed-due-to-coronavirus-outbreak.3g2y5Ngyrk1MbNxQB9hj4s.html
[10] https://twitter.com/i/events/1227483074381746181
[9] https://www.bbc.com/news/world-asia-51470363
[8] https://news.sky.com/story/coronavirus-superspreader-steve-walsh-discharged-from-hospital-11932275
[6] https://jp.motorsport.com/f1/news/chinese-gp-officially-postponed-over-coronavirus-outbreak/4684049/
[6] https://www.thegatewaypundit.com/2020/02/mislabeled-sample-at-ucsd-medical-center-leads-to-release-of-coronavirus-positive-patient-into-the-public/
[6] https://www.zerohedge.com/geopolitical/uk-hospital-admits-worker-who-tested-positive-coronavirus-treated-small-number
[5] https://www.theepochtimes.com/scientific-puzzles-surrounding-the-wuhan-novel-coronavirus_3225405.html
[5] https://twitter.com/i/events/1219057585707315201
[5] https://www.bbc.co.uk/news/world-asia-51470363

Top URLs in Tweet in G2:
[70] https://qz.com/1798974/how-sars-trauma-made-hong-kong-distrust-beijing/?utm_source=dlvr.it&utm_medium=twitter
[43] https://www.independent.co.uk/voices/coronavirus-hong-kong-carrie-lam-china-democracy-a9329801.html?utm_medium=Social&utm_source=Twitter#Echobox=1581431658
[37] https://trib.al/niymMYU
[26] https://calgaryherald.com/news/world/with-the-coronavirus-crisis-xi-jinping-faces-chinas-chernobyl-moment/wcm/b9648783-1782-47ef-a827-6413723be935?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1581451577
[20] https://qz.com/1801361/wuhan-virus-citizen-journalists-fang-bin-chen-qiushi-go-missing/?utm_source=dlvr.it&utm_medium=twitter
[14] https://www.fia.com/news/2020-fia-formula-1-chinese-grand-prix-postponed-due-novel-coronavirus-outbreak
[13] https://trib.al/zgWgQgI
[11] https://ft.trib.al/Yod2wgF
[6] https://www.hongkongfp.com/2020/02/11/hong-kong-govt-says-no-plans-enact-laws-control-supply-prices-surgical-masks
[5] https://www.independent.co.uk/voices/coronavirus-hong-kong-carrie-lam-china-democracy-a9329801.html

Top URLs in Tweet in G3:
[1] https://twitter.com/akeemsharyzal/status/1227464047802683395

Top URLs in Tweet in G4:
[12] https://www.scmp.com/news/china/society/article/3050077/least-500-wuhan-medical-staff-infected-coronavirus
[6] https://www.washingtonexaminer.com/news/maria-bartiromo-china-knew-that-they-had-coronavirus-before-sending-delegation-to-white-house
[4] https://twitter.com/MarketWatch/status/1227436333674762240
[3] https://www.cnn.com/asia/live-news/coronavirus-outbreak-02-12-20-intl-hnk/index.html
[2] https://www.theepochtimes.com/chinese-officials-warns-of-aerosol-infection-as-coronavirus-spreads_3231971.html
[2] https://www.epochtimes.com/gb/20/2/11/n11860992.htm
[2] https://www.sciencemag.org/news/2020/02/labs-scramble-spot-hidden-coronavirus-infections
[2] https://www.medrxiv.org/content/10.1101/2020.02.07.20021154v1
[2] https://twitter.com/markets/status/1227411528586010624
[2] https://twitter.com/latimes/status/1227393960169046016

Top URLs in Tweet in G5:
[8] https://www.reuters.com/article/us-china-health-usa-trade/coronavirus-could-impact-chinese-purchases-of-u-s-farm-goods-u-s-official-idUSKBN206017
[4] https://www.theguardian.com/world/live/2020/feb/12/coronavirus-live-updates-deaths-infections-symptoms-transmission-wuhan-china-cruise-ship-quarantine-cases-latest-update-news?CMP=twt_gu&utm_source=Twitter#Echobox=1581510612
[4] https://www.bloomberg.com/news/articles/2020-02-12/from-hotpot-to-jewelry-china-stores-stay-shut-as-virus-spreads?utm_content=asia&cmpid%3D=socialflow-twitter-asia&utm_campaign=socialflow-organic&utm_medium=social&utm_source=twitter
[3] https://news.cgtn.com/news/2020-02-12/China-pays-attention-to-employment-issue-amid-coronavirus-outbreak-O1NhQ3fco8/index.html
[3] https://www.reuters.com/article/us-china-health/chinas-new-coronavirus-cases-drop-but-world-still-on-alert-idUSKBN20609M
[3] https://www.reuters.com/article/us-china-health-sport/f1-chinese-grand-prix-postponed-due-to-coronavirus-idUSKBN2060RE
[3] https://www.theguardian.com/world/2020/feb/07/pangolins-might-have-spread-coronavirus-to-humans
[3] https://www.businessinsider.com/china-exposed-stock-picks-in-market-to-avoid-coronavirus-goldman-2020-2
[2] https://www.foxnews.com/travel/american-airlines-extends-flight-suspensions-china-amid-coronavirus-outbreak
[2] https://www.scmp.com/news/china/society/article/3049891/beijing-and-shanghai-impose-new-controls-residents-china-battles

Top URLs in Tweet in G6:
[18] https://news.sky.com/story/coronavirus-superspreader-steve-walsh-discharged-from-hospital-11932275
[10] https://www.dailymail.co.uk/news/article-7995731/Brightons-coronavirus-super-spreader-hospital.html?ito=social-twitter_dailymailUK
[8] http://news.sky.com/story/coronavirus-how-to-avoid-catching-and-spreading-covid-19-11932158?dcmp=snt-sf-twitter
[8] https://www.telegraph.co.uk/global-health/science-and-disease/coronavirus-news-uk-china-death-toll-latest/
[7] https://punchng.com/minister-announces-coronavirus-test-result-on-two-nigerians/
[6] https://www.hln.be/nieuws/binnenland/coronavirus-treft-belgisch-luchtcargoverkeer-maar-personeel-weet-nog-van-niets~aef5e232/?utm_medium=twitter&utm_content=Nieuws&utm_source=dlvr.it
[4] https://news.sky.com/story/coronavirus-formula-ones-chinese-grand-prix-postponed-11932209
[4] https://www.dailymail.co.uk/news/article-7994583/A-E-medic-coronavirus-Virus-fear-grips-UK-NHS-hospital-worker-eight-deadly-bug.html?ito=social-twitter_dailymailUK
[4] https://www.lalibre.be/economie/conjoncture/coronavirus-l-opep-prevoit-un-fort-impact-sur-la-demande-de-petrole-5e43ff0af20d5a5365caa175?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.france24.com/en/20200212-china-coronavirus-chinese-f1-formula-one-grand-prix-shanghai-april-postpone-cancel-fia-racing-who-vietnam?ref=tw_i

Top URLs in Tweet in G7:
[31] https://www.valeursactuelles.com/clubvaleurs/politique/coronavirus-la-cgt-refuse-de-preter-un-de-ses-chateaux-pour-heberger-les-francais-revenus-de-chine-115930
[8] https://www.policymed.com/amp/2020/02/fda-announces-plan-for-coronavirus-countermeasures.html?__twitter_impression=true
[7] https://www.dailymail.co.uk/sport/formulaone/article-7995503/Chinese-Grand-Prix-April-19-POSTPONED-outbreak-coronavirus.html?ito=social-twitter_mailonline
[7] https://www.dailymail.co.uk/health/article-7992271/Deadly-SARS-2-0-originated-bat-cave-16-YEARS-AGO.html?ito=social-twitter_mailonline
[4] https://www.scmp.com/news/china/society/article/3050077/least-500-wuhan-medical-staff-infected-coronavirus
[4] https://www.lefigaro.fr/sciences/2020/02/12/01008-20200212LIVWWW00001-en-direct-coronavirus-chine-epidemie-oms-mercredi-12-fevrier.php
[4] https://www.challenges.fr/entreprise/sante-et-pharmacie/coronavirus-en-chine-apres-le-sras-la-sulfureuse-cooperation-franco-chinoise-a-wuhan_695165
[4] https://www.bfmtv.com/sante/coronavirus-l-epidemie-pourrait-toucher-60percent-de-la-planete-selon-un-epidemiologiste-hongkongais-1856763.html#page/contribution/index
[3] https://www.dailymail.co.uk/health/article-7994665/Killer-coronavirus-poses-greater-global-threat-terrorism-World-Health-Organisation-warns.html
[3] https://www.dailymail.co.uk/health/article-7994665/Killer-coronavirus-poses-greater-global-threat-terrorism-World-Health-Organisation-warns.html?ito=social-twitter_mailonline

Top URLs in Tweet in G8:
[11] https://boltahindustan.in/bh-news/twitter-user-anuj-bajpai-connecting-the-holy-quran-with-the-coronavirus/
[8] https://www.livemint.com/news/india/two-indian-crew-on-board-japan-cruise-ship-test-positive-for-coronavirus-11581515179053.html
[7] https://economictimes.indiatimes.com/industry/cons-products/fashion-/-cosmetics-/-jewellery/coronavirus-surat-diamond-industry-stares-at-rs-8000-cr-loss/articleshow/73955629.cms?from=mdr
[5] https://www.indiatoday.in/india/story/breaking-news-live-updates-february-12-delhi-election-results-coronavirus-1645584-2020-02-12
[5] http://toi.in/micron/redirect.html?str=8wK_qZ/a24gk
[4] https://twitter.com/RahulGandhi/status/1227536939479228417
[4] https://economictimes.indiatimes.com/news/politics-and-nation/indian-expat-infected-with-coronavirus-in-uae/articleshow/74077983.cms?utm_source=contentofinterest&utm_medium=text&utm_campaign=cppst
[3] https://www.republicworld.com/world-news/rest-of-the-world-news/china-amid-coronavirus-lockdown-man-runs-50km-in-his-living-room.html
[3] https://www.thenewsminute.com/article/vaccine-against-new-strain-coronavirus-could-be-ready-18-months-says-who-118055
[3] https://www.hindustantimes.com/tech/coronavirus-outbreak-could-delay-5g-deployment-in-india/story-umeuuHhmFB4Ldc5n2ziEMI.html

Top URLs in Tweet in G9:
[2] https://www.instagram.com/p/B8cpp1Fl5tn/?igshid=fuxt52snhht4
[2] https://twitter.com/ChinaDaily/status/1227468916781350920
[1] https://twitter.com/XHNews/status/1227560599879471110
[1] https://twitter.com/_nojam_nolife/status/1227398309406330885
[1] https://twitter.com/chinadaily/status/1227468916781350920
[1] https://www.instagram.com/p/B8cpp1Fl5tn/?igshid=1xt4lccts1cy

Top URLs in Tweet in G10:
[24] https://www.rt.com/russia/480518-coronavirus-prank-moscow-metro/
[6] https://www.scmp.com/news/china/politics/article/3050086/coronavirus-hundreds-chinese-sign-petition-calling-freedom
[6] https://news.qq.com/zt2020/page/feiyan.htm
[6] https://www.lavanguardia.com/vida/20200203/473276430494/medicos-tailandia-curado-infectada-coronavirus.html
[5] https://www.scmp.com/week-asia/health-environment/article/3050308/coronavirus-some-people-may-succumb-says-singapore?utm_term=Autofeed&utm_medium=Social&utm_content=article&utm_source=Twitter#Echobox=1581512626
[5] https://hk.finance.appledaily.com/finance/realtime/article/20200211/60586037?utm_campaign=hkad_article_share&utm_medium=social&utm_source=twitter&utm_content=share_link
[3] https://actualidad.rt.com/actualidad/342661-china-usa-farmaco-cubano-luchar
[3] https://actualidad.rt.com/actualidad/342689-video-bloguero-fingir-convulsiones-coronavirus
[3] https://www.mediotiempo.com/automovilismo/f1/gp-china-formula-1-aplazado-coronavirus
[3] https://www.theguardian.com/world/2020/feb/11/coronavirus-vaccine-could-be-ready-in-18-months-says-who?CMP=share_btn_tw

Top Domains
Top Domains in Tweet in Entire Graph:
[592] twitter.com
[358] co.uk
[296] trib.al
[201] reuters.com
[157] youtube.com
[135] scmp.com
[118] theguardian.com
[101] qz.com
[99] sky.com
[93] nytimes.com

Top Domains in Tweet in G1:
[186] twitter.com
[75] co.uk
[40] reuters.com
[39] com.br
[38] youtube.com
[37] theguardian.com
[32] com.mx
[31] formula1.com
[24] cnn.com
[22] linkedin.com

Top Domains in Tweet in G2:
[93] qz.com
[89] trib.al
[67] co.uk
[26] calgaryherald.com
[25] twitter.com
[24] hongkongfp.com
[14] fia.com
[10] scmp.com
[8] medrxiv.org
[7] pbs.org

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[18] twitter.com
[13] scmp.com
[8] theepochtimes.com
[7] cnn.com
[6] washingtonexaminer.com
[4] epochtimes.com
[4] globalnews.ca
[3] bloomberg.com
[3] medrxiv.org
[3] tagesschau.de

Top Domains in Tweet in G5:
[22] twitter.com
[17] reuters.com
[14] theguardian.com
[8] xinhuanet.com
[7] bloomberg.com
[6] globaltimes.cn
[5] cgtn.com
[4] foxnews.com
[4] scmp.com
[4] businessinsider.com

Top Domains in Tweet in G6:
[40] sky.com
[33] co.uk
[12] twitter.com
[8] reuters.com
[8] hln.be
[7] trib.al
[7] punchng.com
[5] lalibre.be
[5] scmp.com
[4] itv.com

Top Domains in Tweet in G7:
[48] co.uk
[31] valeursactuelles.com
[17] twitter.com
[9] lefigaro.fr
[8] policymed.com
[8] bfmtv.com
[5] scmp.com
[5] mainichi.jp
[5] challenges.fr
[5] lci.fr

Top Domains in Tweet in G8:
[16] toi.in
[11] indiatimes.com
[11] boltahindustan.in
[8] livemint.com
[7] twitter.com
[7] indiatoday.in
[5] hindustantimes.com
[4] republicworld.com
[3] thenewsminute.com
[2] nature.com

Top Domains in Tweet in G9:
[5] twitter.com
[3] instagram.com

Top Domains in Tweet in G10:
[47] scmp.com
[35] rt.com
[7] twitter.com
[6] qq.com
[6] lavanguardia.com
[5] appledaily.com
[5] european-virus-archive.com
[4] co.uk
[3] mediotiempo.com
[3] theguardian.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5569] coronavirus
[779] covid19
[613] china
[602] wuhan
[371] coronavirusoutbreak
[264] chinesegp
[214] jhope
[205] bts
[188] f1
[172] chinese



Top Hashtags in Tweet in G1:
[563] coronavirus
[81] covid19
[72] china
[37] wuhan
[33] coronavirusoutbreak
[25] f1
[23] news
[18] 2019ncov
[17] breaking
[14] who

Top Hashtags in Tweet in G2:
[429] coronavirus
[154] chinesegp
[78] f1
[67] hongkongers
[67] hkgov
[62] hongkong
[61] covid19
[40] china
[38] chinese
[26] chenqiushi

Top Hashtags in Tweet in G3:
[3] wuhan
[3] coronavirus

Top Hashtags in Tweet in G4:
[206] coronavirus
[92] covid19
[38] china
[37] coronavirusoutbreak
[25] wuhan
[16] 2019ncov
[7] wuhancoronavirus
[6] coronaviruschina
[6] video
[6] covid2019

Top Hashtags in Tweet in G5:
[317] coronavirus
[114] wuhan
[66] covid19
[42] china
[16] taiwan
[15] everydayhero
[10] hubei
[9] weibo
[9] fightvirus
[8] uyghur

Top Hashtags in Tweet in G6:
[209] coronavirus
[101] wuhan
[15] covid19
[11] mwc2020
[9] china
[7] coronavirusuk
[5] f1
[5] ระยะฟักตัว
[5] โคโรนาไวรัสสายพันธุ์ใหม่2019
[4] chinesegp

Top Hashtags in Tweet in G7:
[310] coronavirus
[73] covid19
[57] cgt
[54] chine
[39] wuhan
[27] chateaux
[14] ncyt
[12] virus
[12] coronavirusenfrance
[10] russie

Top Hashtags in Tweet in G8:
[40] coronavirus
[15] diamondprincess
[10] tm_group
[8] अनुज_बाजपेई_को_गिरफ्तार_करो
[6] covid19
[3] dailyoh
[2] save_guest_faculty
[2] arrest_anuj
[2] अतिथि_विद्वान
[2] chinesegp

Top Hashtags in Tweet in G9:
[212] jhope
[202] bts
[12] coronavirus
[4] wuhan
[4] animowuhan
[2] boywithluv
[2] bestmusicvideo
[2] jhopebirthday
[1] wuhancoronvirus
[1] btsxcorden

Top Hashtags in Tweet in G10:
[207] coronavirus
[52] covid19
[44] 2019ncov
[42] wuhan
[33] china
[24] blogger
[24] prank
[24] moscow
[16] chenqiushi
[11] zakharova

Top Words
Top Words in Tweet in Entire Graph:
[8095] Words in Sentiment List#1: Positive
[18534] Words in Sentiment List#2: Negative
[792] Words in Sentiment List#3: Angry/Violent
[533761] Non-categorized Words
[560393] Total Words
[13182] coronavirus
[7688] #coronavirus
[3556] china
[1931] people
[1835] more

Top Words in Tweet in G1:
[1816] coronavirus
[564] #coronavirus
[411] china
[170] outbreak
[145] 19
[142] chinese
[102] covid
[100] virus
[95] due
[93] news

Top Words in Tweet in G2:
[1053] coronavirus
[708] #coronavirus
[451] china
[423] hong
[321] outbreak
[254] response
[221] due
[217] kong
[211] fia
[210] 2020

Top Words in Tweet in G3:
[1106] coronavirus
[1062] drunk
[1062] drivers
[1062] more
[535] malaysia
[531] kill
[531] people
[531] afraid
[64] kes
[64] kematian

Top Words in Tweet in G4:
[404] #coronavirus
[258] coronavirus
[249] many
[246] #covid19
[176] #coronavirusoutbreak
[161] mom
[124] #china
[104] people
[100] china
[93] bodies

Top Words in Tweet in G5:
[515] #coronavirus
[228] hospital
[198] coronavirus
[180] #covid19
[163] china
[144] #wuhan
[124] novel
[119] patients
[109] china's
[107] wuhan

Top Words in Tweet in G6:
[271] coronavirus
[266] #coronavirus
[111] #wuhan
[86] hospital
[86] questions
[83] flu
[80] ask
[79] remember
[79] fearmonger
[72] people

Top Words in Tweet in G7:
[392] #coronavirus
[181] coronavirus
[139] #covid19
[92] leur
[88] ses
[82] par
[80] français
[74] plus
[69] prêter
[66] chine

Top Words in Tweet in G8:
[391] क
[271] threat
[253] र
[211] #coronavirus
[195] व
[178] ल
[148] virus
[145] people
[143] taking
[143] seriously

Top Words in Tweet in G9:
[366] masks
[328] bts_twt
[257] pop
[229] #coronavirus
[222] 640
[213] gwangju
[212] #jhope
[212] #jhopebirthday
[201] fans
[199] ho

Top Words in Tweet in G10:
[279] #coronavirus
[125] coronavirus
[124] china
[105] unas
[70] policía
[70] exhausto
[70] cae
[70] escaleras
[64] #covid19
[56] outbreak

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1066] drunk,drivers
[981] coronavirus,outbreak
[803] covid,19
[592] cruise,ship
[567] more,people
[545] people,coronavirus
[540] more,afraid
[534] coronavirus,malaysia
[533] drivers,kill
[533] kill,more

Top Word Pairs in Tweet in G1:
[121] coronavirus,outbreak
[98] covid,19
[84] grand,prix
[64] chinese,grand
[56] prix,postponed
[55] due,coronavirus
[52] novel,coronavirus
[51] cruise,ship
[51] gran,premio
[49] postponed,due

Top Word Pairs in Tweet in G2:
[270] coronavirus,outbreak
[217] hong,kong
[200] hong,kong's
[197] postponed,due
[152] due,coronavirus
[138] outbreak,f1
[138] f1,fia
[138] fia,accepted
[138] accepted,request
[138] request,promoter

Top Word Pairs in Tweet in G3:
[1062] drunk,drivers
[531] drivers,kill
[531] kill,more
[531] more,people
[531] people,coronavirus
[531] coronavirus,malaysia
[531] malaysia,more
[531] more,afraid
[531] afraid,drunk
[531] drivers,coronavirus

Top Word Pairs in Tweet in G4:
[130] #coronavirus,#covid19
[91] #武汉肺炎,#新冠肺炎
[89] #coronavirusoutbreak,#coronavirus
[80] mom,many
[80] many,bodies
[76] child,screaming
[76] screaming,shooting
[76] shooting,mom
[76] bodies,many
[76] many,mom

Top Word Pairs in Tweet in G5:
[93] novel,#coronavirus
[82] nw,china's
[82] china's,xinjiang
[70] hospital,#wuhan
[70] makeshift,hospital
[68] doctor's,talent
[68] talent,doctor
[68] doctor,nw
[68] xinjiang,makeshift
[68] #wuhan,asked

Top Word Pairs in Tweet in G6:
[83] #coronavirus,#wuhan
[79] remember,flu
[79] flu,fearmonger
[79] fearmonger,ask
[79] ask,questions
[79] questions,#coronavirus
[46] steve,walsh
[38] discharged,hospital
[34] due,coronavirus
[31] read,more

Top Word Pairs in Tweet in G7:
[42] héberger,français
[42] prêter,ses
[40] où,héberger
[40] français,quarantaine
[40] quarantaine,leur
[40] leur,retour
[40] retour,wuhan
[40] wuhan,épicentre
[40] épicentre,#coronavirus
[40] #coronavirus,sollicitée

Top Word Pairs in Tweet in G8:
[139] threat,seriously
[138] government,taking
[133] sense,government
[133] taking,threat
[133] seriously,timely
[133] timely,action
[133] action,critical
[130] extremely,serious
[130] serious,threat
[130] threat,people

Top Word Pairs in Tweet in G9:
[199] #jhope,fans
[199] ho,seok
[199] #coronavirus,bts_twt
[199] bts_twt,#jhopebirthday
[183] used,help
[182] name,#jhope
[182] fans,pop
[182] pop,group
[182] group,#bts's
[182] #bts's,member

Top Word Pairs in Tweet in G10:
[70] cae,unas
[70] unas,escaleras
[48] #coronavirus,outbreak
[38] fight,#coronavirus
[37] brote,#coronavirus
[35] policía,exhausto
[35] exhausto,cae
[35] escaleras,china
[35] china,imágenes
[35] imágenes,muestran

Top Replied-To
Top Replied-To in Entire Graph:
@rahulgandhi
@dmascret
@who
@realjameswoods
@eevapaavilainen
@pdchina
@realdonaldtrump
@dezurdateam
@jesuspinagp
@mackayim

Top Replied-To in G2:
@who
@eevapaavilainen
@demosisto
@ftchina
@moh_mongolia
@ap
@qz
@washingtonpost
@benedictrogers
@appledaily_hk

Top Replied-To in G4:
@realjameswoods
@l_vaux
@jayarava
@drericding
@prayingmedic
@darrenplymouth
@wbyeats1865
@kthopkins
@coronavirus_flu
@tnecklee

Top Replied-To in G5:
@pdchina
@ambcuitiankai
@cat_kapow
@sombergella
@lc4a
@tinkerpussbccat
@nanieight
@cgtnofficial
@guardian
@bnodesk

Top Replied-To in G6:
@skynews
@michellecorry
@carmelinavilch3
@ritapanahi
@mrgrumpypantz
@niubi
@bradley96931270
@learn_from_data
@bbc_haveyoursay
@bbcnews

Top Replied-To in G7:
@dmascret
@bruno8313
@agnesbuzyn
@jeanneselene
@bnodesk
@maxcordiez
@tcabarrus
@histoiresecrete
@nard_info
@sleplatre

Top Replied-To in G8:
@rahulgandhi
@indurchhugani
@dennisckurian
@kgfbeware
@imnelexx
@priteshshah_
@timesnow

Top Replied-To in G9:
@goldy_little_
@taylor_viviana

Top Replied-To in G10:
@jakuburbaski
@joannateglund
@actualidadrt
@agnieszkawolsk9
@filipowi
@forzalazio15
@rt_com
@jorient

Top Mentioned
Top Mentioned in Entire Graph:
@bts_twt
@who
@independent
@ronnychieng
@scmpnews
@f1
@gatewaypundit
@youtube
@drtedros
@studioincendo

Top Mentioned in G1:
@diarioabierto

Top Mentioned in G2:
@who
@independent
@f1
@studioincendo
@drtedros
@demosisto
@joshuawongcf
@un
@freedomhkg
@stand_with_hk

Top Mentioned in G4:
@epochtimes
@dajiyuan
@thespeaker2018
@cheoko3cheoko
@carolyn96952579
@v2019n
@coronavirus_flu
@sleazebuster
@elcontador2000
@iamsuzie11

Top Mentioned in G5:
@pdchina
@guardian
@who
@ambliuxiaoming
@sudarsansand
@xhnews
@chinadaily
@reuterschina
@cites
@greatbigstory

Top Mentioned in G6:
@mrc_outbreak
@imperialcollege
@rachsandl
@skynews
@tomhowelljr
@emilymorganitv
@ilariamariasala
@bbcnews
@iol
@jeremyfarrar

Top Mentioned in G7:
@mailonline
@agnesbuzyn
@bnodesk
@franceinfo
@essca_ecole
@efap_
@patricehoudayer
@jeancharroin
@nyse_tal
@juggling_doctor

Top Mentioned in G8:
@rahulgandhi
@twitterindia
@belalkhan7860
@kashaf3751
@osamashaikhmba
@saeedan61146489
@narendramodi
@toiworld
@incindia
@republic

Top Mentioned in G9:
@bts_twt
@enriquillo2
@benedictolozano
@mambanegra4f
@hildesucre
@gustavovela71
@arkouman
@vkikilias

Top Mentioned in G10:
@scmpnews
@chenqiushi404
@xuxiaodong3
@networkartic
@saintrampaljim
@institutpasteur
@actualidadrt
@joannateglund
@financialtimes
@fryselectronics

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@pulpnews
@kakusan_rt
@zazoomblog
@infoitsport
@_mrdavidjones
@tomthunkitsmind
@alerttrade
@repartodigital

Top Tweeters in G1:
@pulpnews
@zazoomblog
@infoitsport
@repartodigital
@difusion365
@sunoticiero
@lacronologia
@sportsbookbtc
@robinsnewswire
@nedi4899diedfhm

Top Tweeters in G2:
@postematico
@alllibertynews
@independent
@daily_express
@b1e56df9ce6549f
@bbcsport
@sie_kensou77
@dcexaminer
@welt
@tzdiscovery

Top Tweeters in G3:
@aishamza86
@nikasyrvf
@ctzenwol
@zahidjoep
@niallsboobae
@jarrnadjmuddean
@blqshmjh
@fiyrahzirah
@azimridzuan_
@reblackpearl

Top Tweeters in G4:
@jrbkjrbk
@lucmatte9
@lorajperkins
@elcontador2000
@cherishedsolace
@kristym9
@egryani
@mark4124nh
@breakinnewz1
@saufydoffy

Top Tweeters in G5:
@market_screener
@5fec93919a544d3
@businessinsider
@mfs001
@guardian
@bornorbot
@miti_vigliero
@lorsaan
@kentpg
@hyltonrobin

Top Tweeters in G6:
@_mrdavidjones
@algonfdez
@my_amigouk
@_silversmith
@petefrt
@cheri_kentucky
@oasismountain
@breakingnieuws1
@myxnita_
@mobilepunch

Top Tweeters in G7:
@elisahk92
@le_figaro
@lacpure
@bfmtv
@flockadoumbia
@mariacabadas
@ku_bi_ko
@fleur2108
@le_parisien
@brunedrot

Top Tweeters in G8:
@sureshm46
@pavan_sethi
@mohitsmartlove
@rajkshroff
@indiatoday
@httweets
@toicitiesnews
@railminindia
@upma23
@newindianxpress

Top Tweeters in G9:
@benedictolozano
@usmc40471
@piizpiiploy
@zuemt1
@armyteamid
@diosarmendoza
@btspurpiegalaxy
@mermelada_1301
@itsalvatoregirl
@emmy_mummy

Top Tweeters in G10:
@thaitvnews
@phildecarolis
@viejis39
@yoloxokotl
@actualidadrt
@ebitiri_rie
@mediotiempo
@docpakistan
@europe1
@rt_com