covid19, Twitter, 2/16/2020 2:29:33 AM, 221249


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covid19_2020-02-15_11-18-54.xlsx
covid19_2020-02-15_11-18-54.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 16, 2020
Short Description:
covid19 via NodeXL http://bit.ly/2uFg2cb
@who
@sleeplessbkk
@mthai
@drtedros
@offchainon
@kkmputrajaya
@noombajiang
@vorachatmd
@ischinar
@jenniferatntd

Top hashtags:
#covid19
#coronavirus
#westerdam
#china
#wuhan
#coronavirusoutbreak
#ไวรัสโคโรนาสายพันธุ์ใหม่2019

Description:
Description
The graph represents a network of 14,358 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 Saturday, 15 February 2020 at 20:22 UTC.

The tweets in the network were tweeted over the 3-hour, 11-minute period from Saturday, 15 February 2020 at 16:07 UTC to Saturday, 15 February 2020 at 19:18 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 : 14358
Unique Edges : 18014
Edges With Duplicates : 4930
Total Edges : 22944
Number of Edge Types : 5
Mentions : 1824
Replies to : 914
Retweet : 14196
Tweet : 2668
MentionsInRetweet : 3342
Self-Loops : 2721
Reciprocated Vertex Pair Ratio : 0.00182542316627946
Reciprocated Edge Ratio : 0.00364419413616034
Connected Components : 917
Single-Vertex Connected Components : 385
Maximum Vertices in a Connected Component : 12259
Maximum Edges in a Connected Component : 20564
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.314452
Graph Density : 8.78587016687274E-05
Modularity : 0.693885
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 14,358 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 Saturday, 15 February 2020 at 20:22 UTC.

The tweets in the network were tweeted over the 3-hour, 11-minute period from Saturday, 15 February 2020 at 16:07 UTC to Saturday, 15 February 2020 at 19:18 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:
[47] https://apnews.com/e96365aa6ba46ba6bef50a0673301985
[31] https://www.thansettakij.com/content/world/421748
[18] https://www.hawaiinewsnow.com/2020/02/14/governor-japanese-visitor-recently-hawaii-confirmed-have-coronavirus/
[18] https://www.telesurtv.net/news/francia-coronavirus-turista-chino-primer-deceso-fuera-asia-20200212-0019.html
[17] https://www.tqm.co.th/microinsure/register?productid=28465&producttype=pa
[13] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/sinapore-2019-n-cov/824035-singapore-2019-ncov-cases-information/page4#post829566
[13] https://www.taiwannews.com.tw/en/news/3876197
[12] https://cbtvn.com/coronavirus-cases-guyana/?utm_source=dlvr.it&utm_medium=twitter
[11] https://trib.al/84LpiYg
[11] https://www.statnews.com/2020/02/14/disease-modelers-see-future-of-covid-19/

Top URLs in Tweet in G1:
[30] https://apnews.com/e96365aa6ba46ba6bef50a0673301985
[23] https://www.thansettakij.com/content/world/421748
[16] https://www.hawaiinewsnow.com/2020/02/14/governor-japanese-visitor-recently-hawaii-confirmed-have-coronavirus/
[13] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/sinapore-2019-n-cov/824035-singapore-2019-ncov-cases-information/page4#post829566
[10] https://www.thansettakij.com/content/world/421716
[8] https://crofsblogs.typepad.com/h5n1/2020/02/us-six-coronavirus-cases-confirmed-in-wilmington-nc.html
[7] https://www.nationalgeographic.com/science/2020/02/here-is-what-coronavirus-does-to-the-body/
[7] https://cbtvn.com/coronavirus-cases-guyana/?utm_source=dlvr.it&utm_medium=twitter
[5] https://www.cdc.gov/media/releases/2020/t0214-covid-19-update.html.html
[5] https://flutrackers.com/forum/forum/-2019-ncov-new-coronavirus/china-2019-ncov/japan-2019-ncov/827287-japan-quarantines-3700-on-cruise-ship-285-passengers-and-crew-tested-positive-for-new-coronavirus/page3#post829625

Top URLs in Tweet in G2:
[5] https://www.taiwannews.com.tw/en/news/3876197
[5] http://who.maps.arcgis.com/apps/opsdashboard/index.html#/c88e37cfc43b4ed3baf977d77e4a0667
[3] https://www.cgdev.org/publication/expert-recommendations-us-and-global-preparedness-covid-19
[3] https://www.channelnewsasia.com/news/asia/coronavirus-covid19-american-tourist-cruise-cambodia-malaysia-12438790?cid=FBcna&fbclid=IwAR10dfCUcPqmAP_E8hSuj5djL__pe_D8Uw36fjxF1Td2VDyRXVh5gBHKLSU
[2] https://twitter.com/WHO/status/1228683737568874496?s=20
[2] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fd41586-020-00444-3
[2] https://www.cdc.gov/coronavirus/2019-ncov/about/prevention-treatment.html
[2] https://www.cdc.gov/coronavirus/2019-ncov/index.html
[2] https://www.reuters.com/article/us-china-health-malaysia/american-from-cruise-ship-docked-in-cambodia-tests-positive-in-malaysia-for-coronavirus-idUSKBN2090IW?il=0
[2] https://twitter.com/news_ntd/status/1228739478673592320

Top URLs in Tweet in G3:
[6] https://twitter.com/NHKWORLD_News/status/1228724170898296833
[1] https://twitter.com/noname_8/status/1228709426665648129
[1] https://twitter.com/sleeplessbkk/status/1228696787801608193
[1] https://twitter.com/jordanjones33/status/1228112543274733568
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=5c6b43c0-502f-11ea-9179-db6fdb7953fe&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wMi0xNS9hbWVyaWNhbi1wYXNzZW5nZXItb24td2VzdGVyZGFtLWNydWlzZS1jb250cmFjdGVkLWNvcm9uYXZpcnVzP3V0bV9tZWRpdW09c29jaWFsJmNtcGlkPXNvY2lhbGZsb3ctZmFjZWJvb2stYnVzaW5lc3MmdXRtX3NvdXJjZT1mYWNlYm9vayZ1dG1fY29udGVudD1idXNpbmVzcyZ1dG1fY2FtcGFpZ249c29jaWFsZmxvdy1vcmdhbmlj

Top URLs in Tweet in G4:
[9] https://www.amazon.ca/s/ref=as_li_ss_tl?k=colloidal+silver&s=review-rank&qid=1581540245&ref=sr_st_review-rank&linkCode=sl2&tag=dealson0a-20&linkId=225d9ea1807443c33ae8416e1dda38c7&language=en_CA
[3] https://twitter.com/ezracheungtoto/status/1228637753941753857
[3] https://www.amazon.ca/s/ref=as_li_ss_tl?k=Colloidal+Silver&i=hpc&s=review-rank&qid=1581455052&ref=sr_st_review-rank&linkCode=sl2&tag=dealson0a-20&linkId=ad0c4a263490765986ed2825948fa9d0&language=en_CA
[3] https://twitter.com/cindywei2017/status/1228326936944009216
[2] https://www.newyorker.com/news/daily-comment/the-new-coronavirus-and-preparing-for-the-next-viral-pandemic?utm_brand=tny&utm_source=twitter&utm_medium=social&utm_social-type=owned&mbid=social_twitter
[2] https://www.cdc.gov/media/releases/2020/t0214-covid-19-update.html.html
[2] https://www.youtube.com/watch?v=mVIlqsLXBAY&feature=youtu.be

[2] https://afludiary.blogspot.com/2020/02/japan-moh-3-more-covid-19-cases-in.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://afludiary.blogspot.com/2020/02/japan-67-more-covid-19-cases-aboard.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://afludiary.blogspot.com/2020/02/singapore-moh-5-more-community-acquired.html?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G5:
[6] https://www.thaipbs.or.th/Coronavirus2019
[4] https://pr.moph.go.th/?url=pr/detail/2/04/138717/
[3] https://www.freemalaysiatoday.com/category/nation/2020/02/15/us-woman-from-cruise-ship-is-latest-covid-19-victim/
[2] https://news.thaipbs.or.th/content/288982
[1] https://www.thaipbs.or.th/KaoJoh
[1] https://www.youtube.com/watch?v=rWgMvZi2uoc&feature=youtu.be

[1] https://twitter.com/kkmputrajaya/status/1228682577566789632
[1] 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] https://www.youtube.com/playlist?list=PLA7f2dLuNuJvJjXbu9ex-xfj8dvu7EO6F

[1] http://sescimande.net/Self-Screening/

Top URLs in Tweet in G6:
[8] https://sohfrance.org/tu-gongyinjujixingganran/
[7] https://twitter.com/Hongkon84458416/status/1228726105592352768
[5] https://www.hongkongfp.com/2020/02/15/first-coronavirus-death-outside-asia-china-toll-leaps-past-1500
[4] https://www.hongkongfp.com/2020/02/15/heroes-villains-beijing-crafts-narrative-virus-outbreak#wuhan
[3] https://www.hongkongfp.com/2020/02/15/hong-kong-sets-hk25-billion-fund-tackle-coronavirus-outbreak#HongKong
[3] https://apnews.com/e96365aa6ba46ba6bef50a0673301985
[3] https://www.reuters.com/article/us-china-health-latest-factbox-idUSKBN2090GW?taid=5e482a826e49630001baa7fb&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[2] https://news.rthk.hk/rthk/en/component/k2/1508744-20200215.htm
[2] https://www.theguardian.com/world/2020/feb/15/chinese-tourist-in-france-becomes-europes-first-coronavirus-fatality?CMP=Share_iOSApp_Other
[2] https://www.cdc.gov/coronavirus/2019-ncov/cases-in-us.html

Top URLs in Tweet in G7:
[2] https://workpointnews.com/2020/02/15/covid19-doctor-nurse/
[1] https://twitter.com/NHKWORLD_News/status/1228634319633076224
[1] https://uk.reuters.com/article/us-china-health-singapore-meeting/hunt-on-for-patient-zero-who-spread-coronavirus-globally-from-singapore-idUKKBN2071F5
[1] https://pr.moph.go.th/?url=pr/detail/2/04/138717/
[1] https://www.channelnewsasia.com/news/singapore/coronavirus-covid-19-singapore-cases-grace-assembly-of-god--12434646
[1] https://mainichi.jp/english/articles/20200213/p2g/00m/0na/092000c
[1] https://www.npr.org/2020/02/13/805760466/china-declares-peoples-war-on-covid-19-including-reporting-family-and-friends
[1] https://twitter.com/cgtnofficial/status/1228108894750134273
[1] https://news.thaipbs.or.th/content/288982
[1] https://www.thaipbs.or.th/Coronavirus2019

Top URLs in Tweet in G8:
[5] https://www3.nhk.or.jp/news/html/20200214/k10012284691000.html
[3] https://www.thansettakij.com/content/world/421748
[2] https://www.youtube.com/watch?v=rI-iFiV1jns&feature=youtu.be

[1] https://www.scmp.com/news/asia/southeast-asia/article/3050814/coronavirus-us-passenger-westerdam-cruise-ship-infected
[1] https://www.channelnewsasia.com/news/singapore/coronavirus-covid-19-singapore-cases-grace-assembly-of-god--12434646
[1] https://www.reuters.com/article/china-health-malaysia-idUSL4N2AF094
[1] https://twitter.com/noansereiboth/status/1228731394622279681
[1] https://twitter.com/scmpnews/status/1228436754711097346
[1] https://www.antifakenewscenter.com/%E0%B8%82%E0%B9%88%E0%B8%B2%E0%B8%A7%E0%B8%9A%E0%B8%B4%E0%B8%94%E0%B9%80%E0%B8%9A%E0%B8%B7%E0%B8%AD%E0%B8%99-%E0%B8%AD%E0%B8%A2%E0%B9%88%E0%B8%B2%E0%B9%81%E0%B8%8A%E0%B8%A3%E0%B9%8C-%E0%B8%9E/
[1] https://twitter.com/redkiwibkk/status/1228036302957731840

Top URLs in Tweet in G9:
[17] https://www.tqm.co.th/microinsure/register?productid=28465&producttype=pa
[2] https://www.thansettakij.com/content/world/421748
[1] https://workpointnews.com/2020/02/15/covid19-doctor-nurse/
[1] https://www.tipinsure.com/Ph/step_1
[1] https://flickr.com/photos/niaid/

Top URLs in Tweet in G10:
[3] https://bernama.com/bm/am/news_koronavirus.php?id=1813457
[2] https://www.bernama.com/bm/news.php?id=1814204
[2] http://berita.rtm.gov.my/index.php/nasional/15530-covid-19-dua-pertambahan-kes-baharu-positif-wabak
[1] https://www.thesundaily.my/local/chinese-ambassador-praises-malaysia-over-care-shown-to-covid-19-patients-EY2010305
[1] http://www.astroawani.com/berita-malaysia/lapor-langsung-koronavirus-who-umum-nama-rasmi-covid-19-228986
[1] https://www.sinarharian.com.my/article/70259/KHAS/Koronavirus/Lima-lagi-jangkitan-Covid-19-di-Singapura
[1] https://twitter.com/KKMPutrajaya/status/1228682577566789632
[1] https://twitter.com/KKMPutrajaya/status/1228708358053457920
[1] https://twitter.com/staronline/status/1228341498220924929
[1] https://twitter.com/malaysiakini/status/1228688683148050433

Top Domains
Top Domains in Tweet in Entire Graph:
[666] twitter.com
[93] youtube.com
[49] apnews.com
[43] thansettakij.com
[38] channelnewsasia.com
[36] scmp.com
[33] blogspot.com
[30] co.uk
[30] typepad.com
[27] pscp.tv

Top Domains in Tweet in G1:
[162] twitter.com
[35] thansettakij.com
[30] apnews.com
[29] typepad.com
[23] flutrackers.com
[23] youtube.com
[22] blogspot.com
[16] hawaiinewsnow.com
[13] bloomberg.com
[11] reuters.com

Top Domains in Tweet in G2:
[45] twitter.com
[7] taipeitimes.com
[6] cdc.gov
[5] who.int
[5] com.tw
[5] europa.eu
[5] arcgis.com
[3] pscp.tv
[3] nature.com
[3] chinhphu.vn

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

Top Domains in Tweet in G4:
[50] twitter.com
[14] amazon.ca
[10] amazon.com
[8] blogspot.com
[7] youtube.com
[3] qq.com
[3] newyorker.com
[3] cdc.gov
[3] theepochtimes.com
[3] apnews.com

Top Domains in Tweet in G5:
[9] or.th
[5] twitter.com
[4] go.th
[3] freemalaysiatoday.com
[2] youtube.com
[1] mcot.net
[1] sescimande.net
[1] scmp.com
[1] facebook.com
[1] siamsafety.com

Top Domains in Tweet in G6:
[18] twitter.com
[12] hongkongfp.com
[8] sohfrance.org
[6] rthk.hk
[4] theguardian.com
[4] appledaily.com
[3] apnews.com
[3] reuters.com
[2] scmp.com
[2] cdc.gov

Top Domains in Tweet in G7:
[2] twitter.com
[2] workpointnews.com
[2] or.th
[1] reuters.com
[1] go.th
[1] channelnewsasia.com
[1] mainichi.jp
[1] npr.org
[1] thansettakij.com
[1] gov.sg

Top Domains in Tweet in G8:
[5] or.jp
[4] twitter.com
[3] thansettakij.com
[2] youtube.com
[1] scmp.com
[1] channelnewsasia.com
[1] reuters.com
[1] antifakenewscenter.com

Top Domains in Tweet in G9:
[17] co.th
[2] thansettakij.com
[1] workpointnews.com
[1] tipinsure.com
[1] flickr.com

Top Domains in Tweet in G10:
[6] twitter.com
[5] bernama.com
[2] gov.my
[1] thesundaily.my
[1] astroawani.com
[1] com.my

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[11144] covid19
[4105] coronavirus
[1310] westerdam
[1191] china
[926] wuhan
[792] coronavirusoutbreak
[712] ไวรัสโคโรนาสายพันธุ์ใหม่2019
[519] taiwancanhelp
[322] hongkongers
[321] hongkongpolice



Top Hashtags in Tweet in G1:
[2333] covid19
[771] westerdam
[712] coronavirus
[157] china
[129] wuhan
[108] sarscov2
[94] cambodia
[81] who
[71] breaking
[66] coronavirusoutbreak

Top Hashtags in Tweet in G2:
[935] covid19
[420] taiwancanhelp
[150] coronavirus
[135] china
[80] coronavirusoutbreak
[44] msc2020
[26] 2019ncov
[26] wuhan
[24] فيروس_كورونا
[24] مصر

Top Hashtags in Tweet in G3:
[49] covid19
[7] westerdam
[5] ไวรัสโคโรนาสายพันธุ์ใหม่2019
[3] happyvalentinesday
[3] ลูกอมชานมไข่มุก
[2] ไวรัสโคโรน่าสายพันธุ์ใหม่2019
[1] ไวรัสโคโรน่า
[1] valentinesday2020
[1] valentinesday
[1] valentineday

Top Hashtags in Tweet in G4:
[633] coronavirus
[587] covid19
[386] coronavirusoutbreak
[185] wuhan
[172] china
[56] wuhancoronavirus
[50] coronavirusaustralia
[46] wuhancoronavirusoutbreak
[43] coronaviruscanada
[32] huoshenshan

Top Hashtags in Tweet in G5:
[855] covid19
[583] ไวรัสโคโรนาสายพันธุ์ใหม่2019
[45] westerdam
[40] diamondprincess
[11] thaipbs
[9] ข่าวเจาะย่อโลก
[6] อัปเดต
[6] ไวรัสโคโรนา
[5] ไวรัสโคโรนาสายพันธ์ุใหม่2019
[5] coronavirus

Top Hashtags in Tweet in G6:
[406] covid19
[316] hongkongers
[315] hongkongpolice
[116] hongkong
[99] china
[97] wuhancoronavirus
[83] wuhan
[81] coronavirus
[76] taiwancanhelp
[53] 武漢肺炎

Top Hashtags in Tweet in G7:
[269] covid19
[170] westerdam
[151] coronavirus
[19] update
[15] ไวรัสโคโรนาสายพันธุ์ใหม่2019
[14] สิงคโปร์
[10] ไทย
[4] ระบาดวิทยา
[3] โควิด19
[3] ญี่ปุ่น

Top Hashtags in Tweet in G8:
[636] covid19
[29] ไวรัสโคโรนาสายพันธุ์ใหม่2019
[17] westerdam
[11] diamondprincess
[10] coronavirus
[5] ไวรัสโคโรน่าสายพันธุ์ใหม่2019
[5] diamond_princess
[4] เรือสําราญเวสเตอร์ดัม
[3] พักก่อน
[3] เกาะติดไวรัสโคโรนา

Top Hashtags in Tweet in G9:
[641] covid19
[21] westerdam
[11] ไวรัสโคโรนาสายพันธ์ุใหม่2019
[11] ไวรัสโคโรนาสายพันธุ์ใหม่2019
[9] diamondprincess
[4] coronavirus
[4] seabournovation
[3] ไวรัสโคโรนา
[2] เกาะติดไวรัสโคโรนา
[1] who

Top Hashtags in Tweet in G10:
[441] covid19
[8] coronavirus
[6] jabatanpenerangan
[4] sinarharian
[4] sayangimalaysiaku
[4] malaysiabersih
[4] kemakmuranbersama
[3] awaninews
[3] sharedprosperity
[3] makmur2030

Top Words
Top Words in Tweet in Entire Graph:
[7257] Words in Sentiment List#1: Positive
[13924] Words in Sentiment List#2: Negative
[59] Words in Sentiment List#3: Angry/Violent
[678152] Non-categorized Words
[699336] Total Words
[17957] #covid19
[6945] น
[6189] ต
[6184] #coronavirus
[5436] ม

Top Words in Tweet in G1:
[3612] #covid19
[1165] #coronavirus
[1065] อ
[1051] #westerdam
[1000] น
[848] ว
[690] ก
[665] ท
[653] ต
[640] ด

Top Words in Tweet in G2:
[1213] #covid19
[532] health
[460] spread
[428] #taiwancanhelp
[424] human
[423] right
[419] believe
[418] preventing
[274] #coronavirus
[173] cases

Top Words in Tweet in G3:
[1754] ม
[1662] หว
[1651] ฮ
[1648] าจ
[1648] สอ
[885] ต
[870] น
[863] ด
[857] ก
[856] ส

Top Words in Tweet in G4:
[1464] #covid19
[1092] #coronavirus
[686] #coronavirusoutbreak
[364] #wuhan
[350] #coronaviruscanada
[342] #coronavirusaustralia
[270] china
[253] #china
[239] days
[227] people

Top Words in Tweet in G5:
[2700] ราย
[1640] อ
[1413] ต
[1136] ว
[1108] ป
[1051] #covid19
[1002] ย
[930] ผ
[918] ดเช
[895] ม

Top Words in Tweet in G6:
[1229] #covid19
[407] medical
[387] pepper
[333] quarantine
[324] photos
[322] took
[321] #hongkongprotests
[317] #hongkong
[317] #hongkongers
[317] sprayed

Top Words in Tweet in G7:
[1503] น
[1371] ต
[1361] ดเช
[1176] ว
[1096] นธ
[1073] สโคโรน
[954] ป
[860] #covid19
[814] ดก
[786] ก

Top Words in Tweet in G8:
[1668] ท
[1260] ด
[1147] ก
[1110] ย
[921] ป
[867] ต
[799] น
[765] #covid19
[736] นธ
[711] ดเช

Top Words in Tweet in G9:
[1578] น
[802] ป
[697] #covid19
[659] ไม
[573] เคยไปจ
[507] ม
[497] ย
[487] า
[459] ดเช
[407] ท

Top Words in Tweet in G10:
[779] kes
[668] #covid19
[593] malaysia
[551] ke
[527] wanita
[501] 22
[498] 83
[345] thn
[345] warga
[345] amerika

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2787] ต,ดเช
[2658] นธ,ใหม
[1995] ใหม,2019
[1926] สอ,ฮ
[1890] #coronavirus,#covid19
[1689] ดเช,อไวร
[1603] ดเช,อ
[1294] ด,วย
[1274] ท,ง
[1206] #ไวร,สโคโรน

Top Word Pairs in Tweet in G1:
[335] ดเช,อ
[316] #coronavirus,#covid19
[286] ต,ดเช
[257] มพ,ชา
[243] #covid19,#coronavirus
[243] นธ,ใหม
[205] tested,positive
[183] ด,ม
[178] ใหม,2019
[176] ก,มพ

Top Word Pairs in Tweet in G2:
[432] spread,#covid19
[418] believe,health
[418] health,human
[418] human,right
[418] right,#taiwancanhelp
[418] #taiwancanhelp,preventing
[418] preventing,spread
[71] despite,#coronavirusoutbreak
[71] #coronavirusoutbreak,neighboring
[71] neighboring,#china

Top Word Pairs in Tweet in G3:
[1648] สอ,ฮ
[827] ฮ,น
[827] covid19,ก
[826] ด,วย
[824] โจช,วหว
[824] วหว,องบอกว
[824] องบอกว,าถ
[824] าถ,าจ
[824] าจ,นไม
[824] นไม,อยากให

Top Word Pairs in Tweet in G4:
[413] #coronavirus,#coronavirusoutbreak
[342] #coronavirusaustralia,#coronaviruscanada
[334] #covid19,#coronavirusaustralia
[211] #coronavirusoutbreak,#wuhancoronavirusoutbreak
[211] #wuhancoronavirusoutbreak,#covid19
[178] #coronavirus,#covid19
[150] #wuhan,#covid19
[145] #coronavirusoutbreak,#wuhan
[142] during,#coronavirusoutbreak
[132] hospital,built

Top Word Pairs in Tweet in G5:
[809] 02,2563
[742] ต,ดเช
[728] 15,02
[716] ราย,ย
[693] นธ,ใหม
[684] ใหม,2019
[662] สโคโรนาสายพ,นธ
[659] #ไวร,สโคโรนาสายพ
[659] ดเช,อ
[647] #covid19,15

Top Word Pairs in Tweet in G6:
[317] pepper,sprayed
[317] #hongkongprotests,#covid19
[315] scouts,recruited
[315] recruited,patrol
[315] patrol,quarantine
[315] quarantine,centres
[315] centres,#hongkongpolice
[315] #hongkongpolice,guts
[315] guts,bully
[315] bully,#hongkongers

Top Word Pairs in Tweet in G7:
[773] ต,ดเช
[611] ดเช,อไวร
[565] นธ,ใหม
[557] ใหม,2019
[546] ไม,ม
[542] #ไวร,สโคโรน
[540] ดเช,อรายใหม
[539] #โคว,ด19
[538] ท,ง
[537] สโคโรน,าสายพ

Top Word Pairs in Tweet in G8:
[698] นธ,ใหม
[630] ต,ดเช
[607] ดเช,อไวร
[581] า,ต
[560] ท,ง
[552] อไวร,ส
[538] ด,ม
[537] ส,#covid19
[532] ว,ย
[531] ย,83

Top Word Pairs in Tweet in G9:
[573] ไม,เคยไปจ
[573] เคยไปจ,น
[398] ป,น
[382] ชาววาคายาม,า
[276] าการต,ดเช
[226] โตเก,ยว
[223] ฮ,น
[206] ญ,ป
[200] ดเช,อไวร
[196] ดเช,อ

Top Word Pairs in Tweet in G10:
[345] wanita,83
[345] 83,thn
[345] warga,amerika
[345] amerika,syarikat
[260] tengah,malam
[238] thn,warga
[233] #covid19,malaysia
[198] kapal,persiaran
[190] penumpang,kapal
[187] kes,ke

Top Replied-To
Top Replied-To in Entire Graph:
@drtedros
@drericding
@howroute
@t_inglesby
@halcruises
@who
@bnodesk
@mthai
@cpho_canada
@v2019n

Top Replied-To in G1:
@drtedros
@drericding
@howroute
@t_inglesby
@halcruises
@bnodesk
@v2019n
@cpho_canada
@who
@kakape

Top Replied-To in G2:
@drtedros
@rebeccakatz5
@stevefda
@taiwanformosan
@imrankhanpti
@jmartinresearch
@theresjenn
@asim_khan420
@loudobbs
@realdonaldtrump

Top Replied-To in G3:
@sleeplessbkk

Top Replied-To in G4:
@indopac_info
@jenniferatntd
@mikechillit
@filipowi
@turnbolt11
@william70823696
@rivm
@ahemandias
@alesias22
@ischinar

Top Replied-To in G5:
@mthai
@pg0hrjinzaxvrku
@faidaravee

Top Replied-To in G6:
@benedictrogers
@chanceduoduo
@c4dispatches
@alvinllum
@kongtsunggan
@who
@quamasparagi
@dellannaluca
@kadotaryusho
@ohmynews_korea

Top Replied-To in G7:
@channelnewsasia

Top Replied-To in G8:
@rajprasong_news
@maywongcna

Top Replied-To in G9:
@drtedros
@mthai

Top Replied-To in G10:
@syahidxx

Top Mentioned
Top Mentioned in Entire Graph:
@who
@drtedros
@munsecconf
@youtube
@cdcgov
@facebook
@google
@pinterest
@tencentglobal
@twitter

Top Mentioned in G1:
@munsecconf
@drtedros
@who
@youtube
@facebook
@google
@pinterest
@tencentglobal
@twitter
@tiktok_us

Top Mentioned in G2:
@who
@cdcgov
@realdonaldtrump
@vp
@drtedros
@whoemro
@munsecconf
@mohp_gov_eg
@naturenews
@whoegypt

Top Mentioned in G3:
@victoriia_x

Top Mentioned in G4:
@jenniferatntd
@who
@ischinar
@pneumoniawuhan
@nos
@sadouxi
@radchick4cast
@dtrh_popeye
@cara_txzeal
@gaelc21

Top Mentioned in G5:
@mthai
@pr_moph
@yug_bambam
@w_aemashi

Top Mentioned in G6:
@who
@appledaily_hk
@mantaichow
@singtaodaily
@chingrachelwong
@pmarca
@hkpoliceforce
@hsbc_hk
@qlee50
@schtaunkhauser

Top Mentioned in G7:
@channelnewsasia
@stcom
@sporemoh
@govsingapore
@who

Top Mentioned in G8:
@richardbranson
@noansereiboth
@aecnewstoday

Top Mentioned in G10:
@kkmputrajaya
@dghisham
@drdzul
@bernamadotcom
@leeboonchye
@who
@guanenglim
@jpenerangan
@japenkelantan
@kkmm_gov

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@thaitvnews
@marshawright
@paoloigna1
@greychampion
@dichristine
@ecodaren
@superalitita
@jstlangevin
@telesurtv

Top Tweeters in G1:
@thaitvnews
@saibrabra
@threadreaderapp
@ungubunugu1274
@guhenlei
@bearingtruth
@brontyman
@sirirat_add
@saveusrepublic2
@hxpch_

Top Tweeters in G2:
@munkoraili
@raumunz
@miller_gwen
@craybo23
@vetapologist
@daily_trust
@bluesea1964
@salomnm
@magarya
@holmesdonna1

Top Tweeters in G3:
@mppcysws
@catmamaxxx
@g7tc
@kego_jung
@sonex089
@poppu365
@toru_yhcm
@hamkkehaeyo
@galaxy_saii
@nanaka_kj

Top Tweeters in G4:
@lucioquincioc
@freeboostpromo
@mooncindylu
@sustain05
@miti_vigliero
@justonepatriot
@dianafry18
@mouse458
@faysica
@euridiceguerra

Top Tweeters in G5:
@pm2u_
@mmayuii
@noorom
@jtmssmtj
@iimsmll
@seji99x
@audsius
@lunisolar_n
@_bkjyw
@sarunyaveenveen

Top Tweeters in G6:
@tax_free
@alykhansatchu
@mtnbvan
@ohmynews_korea
@weldtowrite
@lindamac12steps
@kanadean
@proglocommons
@unetomaterouge
@28481k

Top Tweeters in G7:
@gnleezzz_
@suhropod
@pparssmm
@nuisandy22
@lucreazia
@moui
@bank_koro
@satangtosky
@iteepa_k2
@panrasees

Top Tweeters in G8:
@polaris895
@miniminminkitty
@lovertk323
@maprang_ma1
@wehism
@chutimonmay
@inkka_tako
@piayee
@yuri64098
@thedream_aty

Top Tweeters in G9:
@kiimiie9419
@iheretanqmo
@first_17
@ymammyy
@stnpz
@mikazuki_hw
@ukukuk_21
@sollyclntp
@unbeelams
@thejanjao

Top Tweeters in G10:
@sinaronline
@tenoq
@farraaaron
@alwayswannadye
@ryeotem
@staronline
@nur911207
@bedlamfury
@loofranchot
@sakinah_yahya


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