#COVID19, Twitter, 2/15/2020 12:27:09 AM, 221176


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#COVID19_2020-02-14_10-18-12.xlsx
#COVID19_2020-02-14_10-18-12.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 15, 2020
Short Description:
#COVID19 via NodeXL http://bit.ly/3bDChzJ
@who
@mthai
@drtedros
@iingwen
@kkmputrajaya
@ischinar
@pdchina
@matt26th
@alykhansatchu
@drericding

Top hashtags:
#covid19
#coronavirus
#china
#wuhan
#coronavirusoutbreak
#taiwan
#sarscov2
#2019ncov
#新型コロナウイルス
#新型肺炎

Description:
Description
The graph represents a network of 14,133 Twitter users whose recent tweets contained "#COVID19", 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 Friday, 14 February 2020 at 18:57 UTC.

The tweets in the network were tweeted over the 4-hour, 27-minute period from Friday, 14 February 2020 at 13:50 UTC to Friday, 14 February 2020 at 18:18 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 : 14133
Unique Edges : 17133
Edges With Duplicates : 6280
Total Edges : 23413
Number of Edge Types : 5
Retweet : 12761
Tweet : 3192
MentionsInRetweet : 4471
Mentions : 2009
Replies to : 980
Self-Loops : 3285
Reciprocated Vertex Pair Ratio : 0.00237145005494823
Reciprocated Edge Ratio : 0.00473167916907098
Connected Components : 1099
Single-Vertex Connected Components : 560
Maximum Vertices in a Connected Component : 11774
Maximum Edges in a Connected Component : 20681
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.432258
Graph Density : 8.67681973738266E-05
Modularity : 0.683746
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 14,133 Twitter users whose recent tweets contained "#COVID19", 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 Friday, 14 February 2020 at 18:57 UTC.

The tweets in the network were tweeted over the 4-hour, 27-minute period from Friday, 14 February 2020 at 13:50 UTC to Friday, 14 February 2020 at 18:18 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 : #COVID19
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:
[303] https://www.pscp.tv/w/cRavKTI2MTAyMHwxbFBLcVZReXFFYkdiWE4_mFOw751bC32LVJb7xcDlpa56SrhGrMKoEkcNDcM=
[76] https://www.vox.com/recode/2020/2/13/21128209/coronavirus-fears-contagion-how-infection-spreads
[36] http://who.maps.arcgis.com/apps/opsdashboard/index.html#/c88e37cfc43b4ed3baf977d77e4a0667
[29] https://www.reuters.com/article/us-china-health-medics/china-says-1716-health-workers-infected-by-coronavirus-six-dead-idUSKBN2080MA?feedType=RSS&feedName=healthNews&utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+reuters%2FhealthNews+%28Reuters+Health+News%29
[28] https://www.who.int/dg/speeches/detail/who-director-general-s-remarks-at-the-media-briefing-on-COVID-2019-outbreak-on-14-february-2020
[18] https://fr.sputniknews.com/afrique/202002141043071214-le-premier-cas-du-coronavirus-chinois-confirme-en-egypte-/
[18] https://www.chinadaily.com.cn/a/202002/14/WS5e46a793a310128217277b16_1.html
[16] https://www.washingtontimes.com/news/2020/feb/14/who-over-1700-health-workers-sickened-virus-china/
[16] https://www.nytimes.com/2020/02/14/world/asia/china-coronavirus.html
[15] https://publichealthmatters.blog.gov.uk/2020/02/13/expert-interview-what-is-contact-tracing/

Top URLs in Tweet in G1:
[278] https://www.pscp.tv/w/cRavKTI2MTAyMHwxbFBLcVZReXFFYkdiWE4_mFOw751bC32LVJb7xcDlpa56SrhGrMKoEkcNDcM=
[33] http://who.maps.arcgis.com/apps/opsdashboard/index.html#/c88e37cfc43b4ed3baf977d77e4a0667
[28] https://www.who.int/dg/speeches/detail/who-director-general-s-remarks-at-the-media-briefing-on-COVID-2019-outbreak-on-14-february-2020
[7] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/china-2019-ncov/japan-2019-ncov/822900-japan-government-confirms-2019-ncov-cases/page5#post829307
[6] https://yle.fi/
[5] https://www.vox.com/recode/2020/2/13/21128209/coronavirus-fears-contagion-how-infection-spreads
[5] https://twitter.com/ScottGottliebMD/status/1227990885901705217
[5] https://twitter.com/cpho_canada/status/1228359223039418371
[4] https://crofsblogs.typepad.com/h5n1/2020/02/covid-19-coronavirus-9-new-cases-confirmed-in-singapore-with-6-linked-to-grace-assembly-church.html
[4] https://crofsblogs.typepad.com/h5n1/2020/02/coronavirus-hong-kong-confirms-three-new-cases-as-hospital-staff-say-patients-violated-mandatory-quarantine-to-visit-doctor.html

Top URLs in Tweet in G2:
[9] https://news.thaipbs.or.th/content/288944
[8] https://coronamap.live/
[5] https://www.hfocus.org/content/2020/02/18503
[2] https://www.mcot.net/categorytna/%E0%B9%80%E0%B8%81%E0%B8%B2%E0%B8%B0%E0%B8%95%E0%B8%B4%E0%B8%94%E0%B8%AA%E0%B8%96%E0%B8%B2%E0%B8%99%E0%B8%81%E0%B8%B2%E0%B8%A3%E0%B8%93%E0%B9%8C%E0%B9%84%E0%B8%A7%E0%B8%A3%E0%B8%B1%E0%B8%AA%E0%B9%82%E0%B8%84%E0%B9%82%E0%B8%A3%E0%B8%99%E0%B8%B2
[1] http://sescimande.net/Self-Screening/
[1] https://pr.moph.go.th/?url=pr/detail/2/04/138663/
[1] https://twitter.com/suthichai/status/1228279150953156608
[1] https://www.thaipbs.or.th/Thisisthaipbs
[1] https://www.youtube.com/watch?v=rWgMvZi2uoc&feature=youtu.be

[1] https://business.facebook.com/ThaiPBSFan/posts/10163395238830085?__tn__=-R

Top URLs in Tweet in G3:
[65] https://www.vox.com/recode/2020/2/13/21128209/coronavirus-fears-contagion-how-infection-spreads
[8] https://exploretraveler.com/breaking-news-2019-novel-coronavirus-wuhan-china/
[4] https://edition.cnn.com/asia/live-news/coronavirus-outbreak-02-14-20-intl-hnk/h_f1f1c305198bb9df6b3c6471dab4bcf7
[4] https://twitter.com/login?redirect_after_login=%2FOllyOllyInFree%2Flikes
[4] https://www.bbc.co.uk/news/world-asia-china-51440129
[3] https://www.youtube.com/watch?v=579Cp4N_3m8&feature=youtu.be

[3] https://www.youtube.com/watch?v=djA3DA2zHtI&feature=youtu.be

[3] https://www.pscp.tv/w/cRavKTI2MTAyMHwxbFBLcVZReXFFYkdiWE4_mFOw751bC32LVJb7xcDlpa56SrhGrMKoEkcNDcM=
[3] https://www.bbc.com/news/world-africa-51348517
[3] https://www.interaksyon.com/politics-issues/2020/02/03/161188/martial-law-novel-coronavirus-philippines/

Top URLs in Tweet in G4:
[16] https://www.chinadaily.com.cn/a/202002/14/WS5e46a793a310128217277b16_1.html
[13] https://www.pscp.tv/w/cRaRlTFkclFlWlBNeHJ2S2J8MXlwS2RRelhkT2dHVwKWpT09yMQQf3tIa4Xv5lIo-DsHTRU2Jew8Ge8vYAhp
[11] https://news.cgtn.com/news/2020-02-14/Science-behind-the-virus-How-long-will-it-take-to-develop-a-vaccine--O4RlwHx0U8/index.html
[4] https://www.dailymail.co.uk/health/article-8004013/Coronavirus-chaos-Heathrow-EIGHT-planes-lockdown-runway.html
[3] https://twitter.com/SCMPNews/status/1228348176786169856?s=19
[3] https://www.theguardian.com/world/2020/feb/14/coronavirus-china-not-being-honest-says-us-as-wartime-measures-widened?CMP=share_btn_tw
[2] https://www.youtube.com/user/potrblog
[2] https://uk.reuters.com/article/uk-fashion-london/hand-sanitisers-as-london-fashion-week-opens-amid-coronavirus-disruption-idUKKBN2081CD
[2] https://www.scmp.com/news/hong-kong/health-environment/article/3050689/how-make-your-own-mask-hong-kong-scientists
[2] https://www.scmp.com/business/companies/article/3050682/global-tourism-take-us80-billion-hit-and-year-shake-effects

Top URLs in Tweet in G5:
[11] http://www.chinafile.com/reporting-opinion/viewpoint/viral-alarm-when-fury-overcomes-fear
[6] https://www.youtube.com/watch?v=-ChSyUfL2V0&feature=youtu.be

[3] https://www.telegraph.co.uk/news/2020/02/14/coronavirus-news-uk-london-china-latest/
[3] https://trib.al/RVnFuWH
[3] https://www.telegraph.co.uk/global-health/science-and-disease/coronavirus-dangerous-smokers/
[2] https://www.rich.co.ke/media/docs/014NSX0710.pdf
[2] https://www.rich.co.ke/media/docs/014NSX2701.pdf
[2] https://www.researchgate.net/publication/339070128_The_possible_origins_of_2019-nCoV_coronavirus
[2] https://www.globaltimes.cn/content/1179568.shtml
[2] https://www.youtube.com/watch?v=nxJX_NubC8o&feature=youtu.be


Top URLs in Tweet in G6:
[2] https://twitter.com/KKMPutrajaya/status/1228256838325428225
[2] https://bernama.com/bm/am/news_koronavirus.php?id=1813457
[2] http://berita.rtm.gov.my/index.php/nasional/15496-covid-19-pengecualian-cukai-dan-insentif-dipertimbang-bantu-sektor-terjejas
[2] http://berita.rtm.gov.my/index.php/nasional/15491-covid-19-pengimbas-suhu-badan-di-pintu-masuk-utama-negara-mencukupi
[1] https://kpkesihatan.com/2020/02/13/kenyataan-akhbar-kpk-13-februari-2020-penjelasan-isu-kes-coronavirus-disease-covid-19-yang-didakwa-berlaku-di-pulau-pinang/
[1] https://www.straitstimes.com/singapore/health/coronavirus-9-new-cases-confirmed-in-singapore-6-of-these-linked-to-grace-assembly?utm_medium=Social&utm_campaign=STFB&utm_source=Facebook
[1] https://bernama.com/bm/am/news.php?id=1813476
[1] https://kpkesihatan.com/2020/02/13/kenyataan-akhbar-kpk-13-februari-2020-situasi-terkini-jangkitan-coronavirus-disease-2019-covid-19-di-malaysia/
[1] https://kpkesihatan.com/
[1] https://twitter.com/KKMPutrajaya/status/1227870297769955328

Top URLs in Tweet in G7:
[11] https://www.nytimes.com/2020/02/14/world/asia/china-coronavirus.html
[8] https://www.vox.com/2020/2/14/21134473/coronavirus-outbreak-singapore-us-symptoms-pandemic
[7] https://twitter.com/MichaelCBender/status/1228335868202672129
[6] https://www.bbc.co.uk/news/world-asia-china-51486106
[4] https://secure.jbs.elsevierhealth.com/action/getSharedSiteSession?redirect=https%3A%2F%2Fwww.thelancet.com%2Fjournals%2Flanres%2Farticle%2FPIIS2213-2600%2820%2930071-0%2Ffulltext&rc=0
[4] https://www.vox.com/recode/2020/2/13/21128209/coronavirus-fears-contagion-how-infection-spreads
[3] https://www.businessinsider.com/wuhan-coronavirus-london-patient-took-uber-hospital-2020-2
[3] https://www.cnn.com/2020/02/13/asia/coronavirus-health-care-workers-infected-intl-hnk/index.html
[3] https://www.deutschlandfunk.de/coronavirus-linkenpolitiker-kessler-fordert-mehr-geld-fuer.1939.de.html?drn:news_id=1100983
[2] https://twitter.com/IsabelVillalon1/status/1228101017918722048

Top URLs in Tweet in G8:
[4] https://www.zerohedge.com/geopolitical/china-says-nearly-2000-doctors-nurses-infected-shortages-medical-supplies-persist
[3] https://thepigeonexpress.com/cambodia-prime-minister-personally-welcomes-passengers-of-stranded-cruise-ship/
[3] https://www.zerohedge.com/economics/china-has-ground-halt-ground-indicators-confirm-worst-case-scenario
[3] https://twitter.com/MichaelCBender/status/1228335868202672129
[3] https://youtu.be/2H_2GsVia3Y?platform=hootsuite
[2] http://onlinegamerhacks.com/hm-voucher/
[2] https://www3.nhk.or.jp/news/html/20200214/k10012286511000.html
[2] https://twitter.com/FirstSquawk/status/1228271938054709250
[2] https://thepigeonexpress.com/coronavirus-outbreak-china-revises-death-toll-after-deaths-double-counted/
[2] https://twitter.com/washingtonpost/status/1228323156693221376

Top URLs in Tweet in G9:
[9] https://www.who.int/es/news-room/q-a-detail/q-a-coronaviruses
[6] https://www.paho.org/arg/index.php?option=com_content&view=article&id=10430:coronavirus&Itemid=226
[3] https://www.pscp.tv/w/cRavKTI2MTAyMHwxbFBLcVZReXFFYkdiWE4_mFOw751bC32LVJb7xcDlpa56SrhGrMKoEkcNDcM=
[2] https://www.wsj.com/articles/how-many-people-might-one-person-with-coronavirus-infect-11581676200
[2] https://www.elconfidencial.com/mundo/2020-02-14/trump-invento-coronavirus-paranoia-kremlin_2450499/
[1] https://twitter.com/SeremiSalud_IX/status/1228348606937210880
[1] https://twitter.com/seremisalud8/status/1228306062308237312
[1] https://twitter.com/Saludtarapaca/status/1228344648025956352
[1] https://www3.nhk.or.jp/news/html/20200214/amp/k10012286511000.html
[1] https://www.cruisemapper.com/?imo=9221554

Top URLs in Tweet in G10:
[18] https://fr.sputniknews.com/afrique/202002141043071214-le-premier-cas-du-coronavirus-chinois-confirme-en-egypte-/
[4] https://www.foxnews.com/travel/hilton-temporarily-closes-150-hotels-china-coronavirus-outbreak
[3] https://www.taiwannews.com.tw/en/news/3876197
[3] https://www.francetvinfo.fr/sante/maladie/coronavirus/coronavirus-covid-19-ce-que-l-on-sait-de-la-quarantaine-sur-le-diamond-princess_3825781.html#xtor=CS2-765-[twitter]-
[2] https://twitter.com/panphil/status/1228190705941508096
[1] https://www3.nhk.or.jp/news/html/20200214/k10012285021000.html
[1] https://twitter.com/adrenaline1001/status/1228031710664839174
[1] https://twitter.com/RealJamesWoods/status/1228019269234872320
[1] https://twitter.com/LindaBo20/status/1228377249235324929
[1] https://www.channelnewsasia.com/news/singapore/coronavirus-covid-19-singapore-cases-grace-assembly-of-god--12434646

Top Domains
Top Domains in Tweet in Entire Graph:
[822] twitter.com
[332] pscp.tv
[141] youtube.com
[93] vox.com
[89] co.uk
[63] who.int
[55] reuters.com
[41] arcgis.com
[35] gov.uk
[34] bbc.com

Top Domains in Tweet in G1:
[287] pscp.tv
[145] twitter.com
[44] who.int
[33] arcgis.com
[24] typepad.com
[21] flutrackers.com
[16] blogspot.com
[11] theguardian.com
[11] yle.fi
[10] co.uk

Top Domains in Tweet in G2:
[12] or.th
[8] hfocus.org
[8] coronamap.live
[6] twitter.com
[4] facebook.com
[2] youtube.com
[2] mcot.net
[1] sescimande.net
[1] go.th
[1] thestandard.co

Top Domains in Tweet in G3:
[70] vox.com
[64] twitter.com
[14] youtube.com
[14] co.uk
[8] exploretraveler.com
[6] cnn.com
[5] bbc.com
[4] bloomberg.com
[4] scmp.com
[4] elsevierhealth.com

Top Domains in Tweet in G4:
[28] twitter.com
[19] com.cn
[17] pscp.tv
[12] cgtn.com
[10] scmp.com
[6] co.uk
[6] theguardian.com
[5] youtube.com
[4] facebook.com
[3] abs-cbn.com

Top Domains in Tweet in G5:
[18] twitter.com
[11] chinafile.com
[8] youtube.com
[8] bloomberg.com
[7] trib.al
[6] co.ke
[6] globaltimes.cn
[6] rthk.hk
[6] co.uk
[5] appledaily.com

Top Domains in Tweet in G6:
[10] twitter.com
[6] gov.my
[4] bernama.com
[3] kpkesihatan.com
[1] straitstimes.com

Top Domains in Tweet in G7:
[59] twitter.com
[13] vox.com
[12] nytimes.com
[6] co.uk
[6] rt.com
[5] businessinsider.com
[5] elsevierhealth.com
[4] reuters.com
[4] medrxiv.org
[3] roughlydrafted.de

Top Domains in Tweet in G8:
[138] twitter.com
[40] youtube.com
[18] amazon.com
[11] zerohedge.com
[9] co.uk
[8] instagram.com
[8] thepigeonexpress.com
[6] cdc.gov
[6] co.jp
[6] nationalpost.com

Top Domains in Tweet in G9:
[10] twitter.com
[9] who.int
[6] paho.org
[6] sixthtone.com
[3] pscp.tv
[2] wsj.com
[2] elconfidencial.com
[2] cdc.gov
[1] or.jp
[1] cruisemapper.com

Top Domains in Tweet in G10:
[18] sputniknews.com
[16] twitter.com
[9] or.jp
[4] foxnews.com
[3] com.tw
[3] francetvinfo.fr
[2] theweek.in
[1] channelnewsasia.com
[1] ospedalebambinogesu.it
[1] latribune.fr

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[13647] covid19
[5618] coronavirus
[1536] china
[1329] wuhan
[817] coronavirusoutbreak
[460] taiwan
[337] sarscov2
[330] 2019ncov
[320] 新型コロナウイルス
[267] 新型肺炎



Top Hashtags in Tweet in G1:
[1968] covid19
[770] coronavirus
[154] china
[81] 2019ncov
[77] sarscov2
[65] wuhan
[56] coronavirusoutbreak
[42] cambodia
[36] healthworkers
[28] ncov2019

Top Hashtags in Tweet in G2:
[1338] covid19
[214] ไวรัสโคโรนาสายพันธ์ุใหม่2019
[61] westerdam
[40] wuhan
[30] ไวรัสโคโรนา
[25] วันวาเลนไทน์
[18] thaipbs
[16] ไวรัสโคโรนาสายพันธุ์ใหม่2019
[15] coronavirus
[11] อัปเดต

Top Hashtags in Tweet in G3:
[944] covid19
[768] coronavirus
[325] wuhan
[219] coronavirusoutbreak
[152] china
[53] coronachan
[43] coronaviruscoverup
[38] valentinesday
[31] valentines
[29] breaking

Top Hashtags in Tweet in G4:
[688] covid19
[249] wuhan
[225] coronavirus
[71] china
[45] latest
[35] valentine2020
[30] valentine
[30] everydayhero
[26] cina
[25] lockdown

Top Hashtags in Tweet in G5:
[337] covid19
[59] 武漢肺炎
[57] coronavirus
[53] wuhanpneumonia
[51] china
[50] 新型冠狀病毒
[48] 2019新型冠狀病毒
[48] 防疫
[48] 疫情
[48] chinapneumonia

Top Hashtags in Tweet in G6:
[681] covid19
[18] coronavirus
[17] infoonwheels
[14] jabatanpenerangan
[11] mysalam
[10] ewallet
[9] sayangimalaysiaku
[8] malaysiabersih
[7] covid_19
[6] kemakmuranbersama

Top Hashtags in Tweet in G7:
[589] covid19
[197] coronavirus
[178] china
[88] wuhan
[58] sarscov2
[38] breaking
[36] wuhanvirus
[32] covid2019
[28] coronaviruschina
[22] epidemic

Top Hashtags in Tweet in G8:
[714] covid19
[278] coronavirus
[80] coronavirusoutbreak
[67] china
[38] 2019ncov
[27] 新型コロナウイルス
[27] coronaoutbreak
[23] who
[23] wuhan
[23] coronaviruswuhan

Top Hashtags in Tweet in G9:
[500] covid19
[281] coronavirus
[181] china
[15] wuhan
[9] importante
[9] japan
[7] 2019ncov
[7] sarscov2
[6] angol
[5] coronaviruschina

Top Hashtags in Tweet in G10:
[560] coronavirus
[339] covid19
[147] chine
[107] afrique
[83] londres
[78] egypte
[62] bordeaux
[58] japon
[51] wuhan
[28] pekin

Top Words
Top Words in Tweet in Entire Graph:
[9164] Words in Sentiment List#1: Positive
[14464] Words in Sentiment List#2: Negative
[105] Words in Sentiment List#3: Angry/Violent
[567818] Non-categorized Words
[591446] Total Words
[19852] #covid19
[8051] #coronavirus
[2888] 14
[2737] น
[2723] cases

Top Words in Tweet in G1:
[2845] #covid19
[1090] #coronavirus
[938] drtedros
[937] cases
[439] china
[357] briefing
[334] more
[316] media
[305] disease
[295] daily

Top Words in Tweet in G2:
[2054] น
[1764] อ
[1584] #covid19
[1243] 14
[1234] ก
[1205] 2563
[1183] ต
[1170] 02
[1111] หว
[1035] ม

Top Words in Tweet in G3:
[1854] #covid19
[1351] #coronavirus
[889] #coronavirusoutbreak
[733] #wuhan
[497] #coronaviruscanada
[446] #coronavirusaustralia
[434] wuhan
[355] people
[296] coronavirus
[264] make

Top Words in Tweet in G4:
[1086] #covid19
[405] #coronavirus
[358] patients
[306] plasma
[260] #wuhan
[249] confirmed
[232] patient
[191] hospital
[181] cases
[181] recovered

Top Words in Tweet in G5:
[935] #covid19
[844] hong
[841] kong
[446] xi
[434] virus
[413] first
[409] viral
[407] alarm
[404] taiwan
[402] massive

Top Words in Tweet in G6:
[2148] kes
[1005] dan
[760] #covid19
[645] ini
[608] yang
[510] lagi
[494] telah
[487] 14
[485] pesakit
[485] sembuh

Top Words in Tweet in G7:
[1024] #covid19
[291] #coronavirus
[271] infected
[267] workers
[250] cases
[237] one
[233] #sarscov2
[198] being
[188] #china
[159] epidemic

Top Words in Tweet in G8:
[721] #covid19
[281] #coronavirus
[81] coronavirus
[81] #coronavirusoutbreak
[67] #china
[67] china
[51] cases
[45] 19
[42] covid
[39] virus

Top Words in Tweet in G9:
[664] #covid19
[389] #coronavirus
[375] casos
[187] confirmados
[183] #china
[173] 10
[167] 14
[159] sospechosos
[157] 2020
[156] 109

Top Words in Tweet in G10:
[878] #covid19
[729] #coronavirus
[405] par
[269] #chine
[225] été
[214] cas
[168] personnes
[166] était
[153] ont
[135] #coronavirusoutbreak

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2139] #coronavirus,#covid19
[1342] 14,02
[1315] ต,ดเช
[1212] #covid19,14
[1200] 02,2563
[1039] #covid19,#coronavirus
[1028] อ,ปเดต
[1026] ปเดต,#covid19
[951] hong,kong
[831] #coronavirus,#coronavirusoutbreak

Top Word Pairs in Tweet in G1:
[286] #covid19,drtedros
[284] media,briefing
[284] briefing,#covid19
[283] daily,media
[283] drtedros,#coronavirus
[195] clinically,diagnosed
[179] drtedros,presidence_rdc
[168] #covid19,cases
[166] drtedros,#drc
[159] prevent,spread

Top Word Pairs in Tweet in G2:
[1173] #covid19,14
[1170] 02,2563
[1146] 14,02
[1003] อ,ปเดต
[1001] ปเดต,#covid19
[615] ต,ดเช
[585] หว,น
[503] 2563,17
[503] 17,00
[503] 00,ทางการไต

Top Word Pairs in Tweet in G3:
[577] #coronavirus,#coronavirusoutbreak
[448] #coronavirusoutbreak,#wuhan
[443] #coronavirusaustralia,#coronaviruscanada
[363] #wuhan,#covid19
[340] #covid19,#coronavirusaustralia
[203] #coronavirus,#covid19
[170] families,lights
[160] #covid19,#coronavirus
[122] 20,#coronavirus
[120] people,line

Top Word Pairs in Tweet in G4:
[155] #coronavirus,#covid19
[138] donates,plasma
[113] plasma,cured
[111] confirmed,cases
[109] recovered,#covid19
[101] fight,against
[99] video,shows
[99] shows,patient
[99] patient,recovered
[99] #covid19,donates

Top Word Pairs in Tweet in G5:
[841] hong,kong
[407] viral,alarm
[405] alarm,#covid19
[399] particular,profound
[399] profound,concern
[399] concern,massive
[399] massive,miscalculations
[399] miscalculations,made
[399] made,first
[399] first,regarding

Top Word Pairs in Tweet in G6:
[485] hari,ini
[484] telah,sembuh
[484] dan,discaj
[478] pesakit,#covid19
[468] 14,feb
[468] dan,kes
[466] sg,buloh
[455] ini,14
[440] lagi,pesakit
[440] #covid19,yang

Top Word Pairs in Tweet in G7:
[169] #sarscov2,#covid19
[126] medical,workers
[114] weeks,ago
[113] infected,medical
[113] #coronavirus,#covid19
[112] 1700,infected
[112] workers,extremely
[112] extremely,frustrating
[112] frustrating,few
[112] few,weeks

Top Word Pairs in Tweet in G8:
[99] #coronavirus,#covid19
[43] #covid19,#coronavirus
[34] covid,19
[27] #2019ncov,#covid19
[18] #coronavirus,#coronaoutbreak
[18] #virus,#coronavirusoutbreak
[17] #ad,#coronavirus
[17] #coronaoutbreak,#wuhanflu
[17] #wuhanflu,#chinaflu
[17] #chinaflu,#flu

Top Word Pairs in Tweet in G9:
[171] casos,confirmados
[156] casos,sospechosos
[155] confirmados,10
[152] 14,02
[151] 02,2020
[150] 63,946
[149] 10,109
[146] #covid19,informe
[146] informe,#coronavirus
[146] #coronavirus,14

Top Word Pairs in Tweet in G10:
[127] cas,#coronavirus
[112] #coronavirus,#covid19
[111] premier,cas
[107] patients,infectés
[99] épidémie,#coronavirus
[92] par,#covid19
[91] par,#coronavirus
[88] participants,ont
[87] infectés,par
[80] flash,info

Top Replied-To
Top Replied-To in Entire Graph:
@drtedros
@whowpro
@drericding
@drnancym_cdc
@who
@mthai
@thelancet
@ilariacapua
@thelancetph
@bnodesk

Top Replied-To in G1:
@drtedros
@whowpro
@drnancym_cdc
@who
@thelancetph
@drmikeryan
@thelancet
@africacdc
@mackayim
@ghs

Top Replied-To in G2:
@mthai
@aacronymt
@ctrmcot

Top Replied-To in G3:
@bnodesk
@ischinar
@howroute
@ollyollyinfree
@jenniferatntd
@dexiik
@andrewc86186
@leo_infamous
@nhk_news
@katrinmeiser

Top Replied-To in G4:
@larry_kudlow
@mfa_china
@jacquemanabat
@icecinder
@chinadaily
@xhnews
@maolgaborja
@eyegloarts
@pdchina
@cgtnofficial

Top Replied-To in G5:
@kenroth
@ceccgov
@crnalexander
@postworld
@badiucao
@dhesimd
@ncovsurviving
@stand_with_hk
@sencorygardner

Top Replied-To in G6:
@humaizie

Top Replied-To in G7:
@drericding
@russian_market
@michaelcbender
@g_house__md
@williamyang120
@verumradix
@indopac_info
@hectorology
@tetsuferrum
@reuters

Top Replied-To in G9:
@vasileangela
@seremisalud_i
@an_leavy
@wysyq
@elixzalem
@globonews
@primerdesignltd
@radiocantilook
@patobullrich
@edumera_tw

Top Replied-To in G10:
@enmodemacaron
@halsrethink
@scottgottliebmd

Top Mentioned
Top Mentioned in Entire Graph:
@who
@drtedros
@un
@presidence_rdc
@scottgottliebmd
@lancetrespirmed
@whoafro
@thelancet
@drharshvardhan
@pmoindia

Top Mentioned in G1:
@drtedros
@who
@un
@presidence_rdc
@scottgottliebmd
@whoafro
@whoemro
@whosearo
@pahowho
@who_europe

Top Mentioned in G2:
@pr_moph
@tnamcot
@who
@drtedros
@stephenmcdonell
@whothailand
@thaipbs

Top Mentioned in G3:
@lancetrespirmed
@chenqiushi404
@jenniferatntd
@thespybrief
@bnodesk
@scottgottliebmd
@who
@voxdotcom
@ayamnqett
@elonmusk

Top Mentioned in G4:
@scmpgraphics
@mfa_china
@mfa_austria
@scmpnews
@li_xiaosi
@quirinale
@cgtnofficial
@xgx91
@sebastiankurz
@pdchina

Top Mentioned in G5:
@olympics
@senrickscott
@scottforflorida
@chingrachelwong
@xinqisu
@hsbc_hk
@afp
@annegulland
@telglobalhealth
@chinafile

Top Mentioned in G6:
@kkmputrajaya
@drwanazizah
@bernamadotcom
@who
@jpenerangan
@japenkelantan
@kkmm_gov
@dghisham
@drdzul
@eddin_syazlee

Top Mentioned in G7:
@scottgottliebmd
@drericding
@promed_mail
@amangill_89
@shirleyzeyu
@helenbranswell
@watchu28020892
@xinqisu
@lookner
@laurie_garrett

Top Mentioned in G8:
@rosemary913
@sginvestors
@ippodhu

Top Mentioned in G9:
@opsoms
@mkhochman
@puertodeiquique
@sixthtone
@ministeriosalud
@seremisalud_i
@ciudaddelsaber
@opsargentina
@jmanalich
@biobiotv

Top Mentioned in G10:
@kron4news
@nhkworld_news
@covid19_france
@franceinfo
@theweeklive
@bnodesk
@deitaone
@scottgottliebmd
@drtedros
@who

Top Tweeters
Top Tweeters in Entire Graph:
@tomthunkitsmind
@thaitvnews
@hjlv2378
@lasillarota
@ecodaren
@piyuanker12
@marcodacostafx
@macha_oji
@telesurtv
@british_airways

Top Tweeters in G1:
@tomthunkitsmind
@thaitvnews
@british_airways
@solutioneer72
@rjber15
@nilimajumder
@sosorasora3
@soniaerasmus
@ruisaldanha
@ungubunugu1274

Top Tweeters in G2:
@tik_siri7
@daisylazyyy
@toogoodatbye
@imsleepyhead96
@990208_
@nknow7s
@nookkiemu19
@saqgx01
@chommuuu
@_sassynm96

Top Tweeters in G3:
@maria09121953
@derekjohnbryant
@3wombats
@exploretravel1
@joec1776
@coco20181
@sophialamar1
@tea_party_chris
@rentonmagauk
@lyndae222

Top Tweeters in G4:
@marcodacostafx
@rodolfoxoliz
@5fec93919a544d3
@john1966olsen
@ancalerts
@httweets
@guardian_elite
@msmwatchdog2013
@tighnacoille
@tomflowers

Top Tweeters in G5:
@chilhon2016lap
@rapplerdotcom
@cotey_mary
@alykhansatchu
@bbcworld
@vincicat
@arifwaheed
@freakingcat
@qwertyuiioasdg
@ajenglish

Top Tweeters in G6:
@nanaazmi5
@mistaaimanvevo
@heybae97
@pidutdin
@elroomi
@wanfaridkamil
@sakinah_yahya
@vousmein
@mfarhxnr
@mabitxch

Top Tweeters in G7:
@navroopsingh_
@businessinsider
@magicdmw
@b140tweet
@uchida_kawasaki
@whirledcitizen_
@justonepatriot
@anthropic
@henne38
@totemranch613

Top Tweeters in G8:
@niktrah
@rokoroko0919
@elestimulo
@ghettoorgan
@ninatypewriter
@naftemporikigr
@osakakyoto_0825
@cambio16
@lajornadaonline
@an_mirei

Top Tweeters in G9:
@moonbootica
@vonivar
@c5n
@pedroemateo
@webcamsdemexico
@ians_india
@evasotoa
@ofotela208
@rubensalcocer93
@vg8maria

Top Tweeters in G10:
@heelleclech
@mcraffermi
@dileguossi
@sylvita30
@fleur2108
@dorimene2
@reawrightzz
@leblanc34200
@marie_joseph_p
@maurlind