COVID-19, Twitter, 4/5/2020 5:11:57 PM, 224434


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COVID-19_2020-04-05_00-00-01.xlsx
COVID-19_2020-04-05_00-00-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 05, 2020
Short Description:
COVID-19 via NodeXL https://bit.ly/34ct2TF
@cinema_don
@narendramodi
@who
@pmoindia
@drharshvardhan
@mohfw_india
@pawankalyan
@uadiose
@matthancock
@hghoda

Top hashtags:
#covid_19
#covid19
#coronavirus
#covid
#covid2019
#awaninews
#indiafightscorona
#hapuscovid19

Description:
Description
The graph represents a network of 8,437 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 05 April 2020 at 07:02 UTC.

The requested start date was Sunday, 05 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 0-hour, 1-minute period from Friday, 03 April 2020 at 10:19 UTC to Saturday, 04 April 2020 at 10:20 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 : 8437
Unique Edges : 8432
Edges With Duplicates : 763
Total Edges : 9195
Number of Edge Types : 4
MentionsInRetweet : 4574
Tweet : 2651
Mentions : 1666
Replies to : 304
Self-Loops : 2651
Reciprocated Vertex Pair Ratio : 0.00470735917150479
Reciprocated Edge Ratio : 0.00937060752772138
Connected Components : 2741
Single-Vertex Connected Components : 614
Maximum Vertices in a Connected Component : 412
Maximum Edges in a Connected Component : 580
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.209625
Graph Density : 8.9961954368734E-05
Modularity : 0.814764
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 8,437 Twitter users whose tweets in the requested range contained "COVID-19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 05 April 2020 at 07:02 UTC.

The requested start date was Sunday, 05 April 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 1-day, 0-hour, 1-minute period from Friday, 03 April 2020 at 10:19 UTC to Saturday, 04 April 2020 at 10:20 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : COVID-19
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[36] http://www.astroawani.com/berita-malaysia/noor-hisham-terpilih-sertai-saintis-dunia-lakukan-kajian-perangi-covid-19-236642
[11] https://www.buzzfeed.com/jp/naokoiwanaga/covid-19-kutsuna?utm_source=dynamic&utm_campaign=bfsharetwitter
[11] https://www.dailytrust.com.ng/breaking-6-persons-who-tested-positive-for-covid-19-escape-from-isolation-centre.html
[10] http://www.nhs.uk/coronavirus
[9] https://www.terra.com.br/diversao/tv/blog-sala-de-tv/covid-19-faz-globo-ter-melhor-audiencia-dos-ultimos-10-anos,d638f21eaa4d74d10ef17664f066cb91wzru9spx.html
[8] https://finance.detik.com/berita-ekonomi-bisnis/d-4964578/faisal-basri-luhut-lebih-berbahaya-dari-covid-19?utm_term=echoboxauto&utm_campaign=detikcomsocmed&utm_medium=oa&utm_content=detikcom&utm_source=Twitter#Echobox=1585926520
[7] https://www.buzzfeed.com/jp/naokoiwanaga/covid-19-kutsuna
[7] https://www.publico.es/directos/ultima-hora-coronavirus-covid-19-4-abril.html?utm_source=twitter&utm_medium=social&utm_campaign=publico
[7] https://www.channelstv.com/2020/04/04/covid-19-kaduna-govt-threatens-to-sanction-violators-of-quarantine-order/
[7] https://www.enca.com/news/french-doctor-apologises-suggesting-covid-19-treatment-be-tested-africa

Top URLs in Tweet in G1:
[5] https://smestreet.in/msme-opportunities/edutech/edutech-pioneer-vedantu-kickstarted-21daylearningchallenge-for-the-covid-19-lockdown/
[4] https://velivada.com/2020/04/04/covid-19-responsible-scientific-community/
[2] https://www.aljazeera.com/news/2020/03/covid-19-panic-india-health-workers-ppe-shortages-200331075627594.html
[2] https://www.allbanaadir.org/?p=148590
[2] https://www.wanderlustwithwill.com/single-post/2020/03/31/COVID-19-World-Edition-In-Their-Words
[2] https://www.mondaq.com/Gibraltar/Coronavirus-Covid-19/912106/HM-GoG-Chief-Ministers-Statement-On-General-Lock-Down-Of-The-Population-Of-Gibraltar-2142020
[2] https://twitter.com/gmanews/status/1245989413588353025
[2] https://www.change.org/p/a-todo-el-pa%C3%ADs-para-ganar-al-covid-19-necesitamos-unidad-y-solidaridad?recruiter=1068657104&recruited_by_id=fb456230-73b3-11ea-aa67-29659c8eb092&utm_source=share_petition&utm_medium=copylink&utm_campaign=psf_combo_share_abi
[2] https://news.streetsupport.net/2020/03/29/homeless-charities-and-covid-19-how-you-can-help/
[2] http://www.citypeopleonline.com/covid-19-update-20-fresh-cases-4-deaths-210-confirmed-in-nigeria/

Top URLs in Tweet in G2:
[3] https://bit.ly/33ZDtKo
[2] https://ir.shareaholic.com/e?a=1&u=https://www.ippmedia.com/en/news%2520doctors-nurses-fearing-hospitals%3Futm_campaign%3Dshareaholic%26utm_medium%3Dtwitter%26utm_source%3Dsocialnetwork&r=1
[2] https://www.pscp.tv/w/cVVT_DFlUkV4cVp4THdXUXd8MXJteFBBUG1NZGJLTo6wtMHnwpQtCL805RLScby8LYLnjom54CmArL-d4oxc
[1] https://www.orfonline.org/expert-speak/covid-19-total-lockdown-63799/
[1] http://nm-4.com/d5b9
[1] http://nm-4.com/q3b9
[1] https://twitter.com/AmitShah/status/1246033059859664898
[1] https://twitter.com/Boxerpanghal/status/1245979427239952384
[1] https://twitter.com/shekharkapur/status/1246084473617145857
[1] https://twitter.com/amul_coop/status/1246104474843664384

Top URLs in Tweet in G3:
[10] http://www.nhs.uk/coronavirus
[8] https://www.dailytrust.com.ng/breaking-6-persons-who-tested-positive-for-covid-19-escape-from-isolation-centre.html
[7] https://www.channelstv.com/2020/04/04/covid-19-kaduna-govt-threatens-to-sanction-violators-of-quarantine-order/
[5] http://news.sky.com/story/coronavirus-british-serviceperson-is-falkland-islands-first-case-of-covid-19-11968338?dcmp=snt-sf-twitter
[3] https://www.theguardian.com/commentisfree/2020/apr/03/matt-hancock-government-policy-herd-immunity-community-surveillance-covid-19?CMP=share_btn_tw
[3] https://www.channelstv.com/2020/04/03/breaking-nigerias-covid-19-cases-rise-to-190-as-ncdc-confirms-six-new-infections/
[3] https://www.channelstv.com/2020/04/04/covid-19-china-mourns-its-dead-as-americans-warned-to-wear-masks/
[2] https://trib.al/DRsLbPO
[2] https://news.sky.com/story/coronavirus-healthy-nhs-nurse-36-dies-after-contracting-covid-19-11967819
[2] https://news.sky.com/story/coronavirus-pink-attacks-travesty-of-us-testing-after-contracting-covid-19-11968437

Top URLs in Tweet in G4:
[2] https://aajtak.intoday.in/story/coronavirus-outbreak-covid-19-sbi-warns-employees-of-action-over-social-media-posts-against-bank-tutk-1-1177301.html
[2] https://www.republicworld.com/entertainment-news/regional-indian-cinema/mahesh-babu-donates-1cr-to-relief-fund.html
[1] https://play.google.com/store/apps/details?id=nic.goi.aarogyasetu&hl=en_GB
[1] https://apps.apple.com/in/app/aarogyasetu/id1505825357
[1] https://www.tv9bharatvarsh.com/india/coronavirus-live-update-covid-19-india-cases-death-troll-news-of-lockdown-today-196526.html
[1] https://www.amarujala.com/india-news/coronavirus-niti-aayog-member-dr-vinod-k-paul-assured-india-will-ready-to-fight-covid-19-till-april-15
[1] https://aajtak.intoday.in/story/up-cm-yogi-dials-mayawati-to-thank-her-for-support-in-fight-against-covid-19-1-1177610.html
[1] https://www.theverge.com/2020/3/7/21167807/coronavirus-prison-jail-health-outbreak-covid-19-flu-soap
[1] https://twitter.com/AtaKufr/status/1246364609386352640?s=19
[1] https://www.indiatoday.in/coronavirus-outbreak/story/tamil-nadu-prisoners-coimbatore-central-jail-make-face-masks-combat-covid-19-1663277-2020-04-04

Top URLs in Tweet in G5:
[3] https://www.dailytrust.com.ng/breaking-6-persons-who-tested-positive-for-covid-19-escape-from-isolation-centre.html
[2] https://tribuneonlineng.com/breaking-covid-19-alarm-in-osun-as-six-persons-who-tested-positive-escape-from-isolation-centre/
[1] https://tribuneonlineng.com/breaking-covid-19-osun-reports-six-new-cases-as-number-totals-190/

Top URLs in Tweet in G6:
[5] https://news.abplive.com/news/india/coronavirus-in-maharashtra-man-from-nashik-arrested-after-tiktok-video-of-him-licking-currency-notes-1188613#
[2] https://www.youtube.com/watch?v=3HravYW4D2U&feature=youtu.be

[2] https://news.abplive.com/sports/covid-19-kolkata-knight-riders-to-contribute-50000-ppe-kits-to-health-care-workers-1188142
[2] https://circleofcricket.com/category/IPL/50722/ipl-2020-kolkata-knight-riders-kkr-donates-to-pm-cares-fund-in-the-fight-against-covid-19
[1] https://bit.ly/39DBf4F
[1] https://www.zoomtventertainment.com/bollywood/article/shah-rukh-khan-offers-his-4-storey-office-space-to-bmc-to-help-kids-women-elderly-under-covid-19-quarantine/573739
[1] https://www.pinkvilla.com/entertainment/news/covid-19-shah-rukh-khan-pens-heartfelt-note-marathi-after-cm-maharashtra-thanks-actor-his-support-521397
[1] https://www.pinkvilla.com/entertainment/news/shah-rukh-khan-gauri-convert-personal-office-covid-19-quarantine-centre-children-women-and-elderly-521572
[1] https://timesofindia.indiatimes.com/entertainment/hindi/bollywood/news/shah-rukh-and-gauri-khan-offer-personal-office-space-in-mumbai-for-quarantine-amidst-coronavirus-outbreak/articleshow/74979572.cms?utm_source=facebook.com&utm_medium=social&utm_campaign=TOI_Entertain
[1] https://mumbaimirror.indiatimes.com/coronavirus/news/shah-rukh-khan-impresses-fans-with-his-tweet-to-cm-uddhav-thackeray-in-marathi-says-we-are-together-in-this-fight-against-covid-19/articleshow/74978692.cms

Top URLs in Tweet in G7:
[4] https://trib.al/8hoyBWn
[2] https://www.cdc.gov/coronavirus/2019-ncov/prevent-getting-sick/diy-cloth-face-coverings.html
[1] https://www.theverge.com/2020/4/3/21206044/masks-cloth-coronavirus-cdc-recommendation-guidelines-wear-spread-prevent-covid-19
[1] https://nbcnews.to/39EF09J
[1] https://nbcnews.to/2UC0FuX
[1] https://www.livescience.com/coronavirus-updates-united-states.html
[1] https://7news.com.au/lifestyle/health-wellbeing/anti-parasitic-drug-kills-covid-19-in-lab-c-955457
[1] http://ow.ly/hchP50z2vdA
[1] http://ic3.gov/
[1] https://cnn.it/34fkCuT

Top URLs in Tweet in G8:
[8] https://finance.detik.com/berita-ekonomi-bisnis/d-4964578/faisal-basri-luhut-lebih-berbahaya-dari-covid-19?utm_term=echoboxauto&utm_campaign=detikcomsocmed&utm_medium=oa&utm_content=detikcom&utm_source=Twitter#Echobox=1585926520
[1] https://m.antaranews.com/amp/berita/1402738/denny-indonesia-berpotensi-lima-besar-covid-19-jika-mudik-dibolehkan?__twitter_impression=true
[1] https://m.detik.com/news/berita/d-4961723/58-pasien-positif-virus-corona-di-tangerang-dinyatakan-sembuh?utm_term=echoboxauto&utm_campaign=detikcomsocmed&utm_medium=oa&utm_content=detikcom&utm_source=Twitter#Echobox=1585750943
[1] https://twitter.com/idtodayco/status/1246089221124714500
[1] https://politik.rmol.id/read/2020/04/03/428589/mosi-integral-m-natsir-momentum-persatuan-nasional-dalam-menghadapi-covid-19
[1] https://m.cnnindonesia.com/nasional/20200402160310-32-489673/setuju-bahas-omnibus-law-dpr-dinilai-manfaatkan-wabah-corona
[1] https://nasional.kompas.com/read/2020/04/03/15324331/idi-tegaskan-cuaca-panas-tak-bikin-mati-virus-corona-di-tenggorokan
[1] https://finance.detik.com/berita-ekonomi-bisnis/d-4961821/698-hotel-tutup-imbas-corona-karyawan-jadi-korban?utm_content=detikfinance&utm_term=echobox&utm_medium=oa&utm_campaign=detikcomsocmed&utm_source=Twitter#Echobox=1585794447
[1] http://detik.id/6CwyCV
[1] https://news.detik.com/berita/d-4963989/rk-hasil-rapid-test-677-warga-jabar-terindikasi-positif-covid-19?utm_content=detikcom&utm_term=echobox&utm_medium=oa&utm_campaign=detikcomsocmed&utm_source=Twitter#Echobox=1585902575

Top URLs in Tweet in G9:
[2] https://www.indiatoday.in/india/story/hyderabad-based-working-on-nasal-vaccine-for-covid-19-1662976-2020-04-03
[1] https://indianexpress.com/article/india/bhupesh-baghel-on-covid-19-outbreak-states-have-to-do-all-the-work-why-were-we-not-consulted-6342810/
[1] https://www.business-standard.com/article/economy-policy/covid-19-moody-s-changes-outlook-on-indian-banks-from-stable-to-negative-120040200298_1.html
[1] https://www.business-standard.com/article/economy-policy/adb-cuts-india-growth-estimate-to-4-for-fy21-amid-global-covid-19-pandemic-120040300197_1.html
[1] https://www.indiatoday.in/india/story/over-50-doctors-medical-staff-test-positive-for-covid-19-govt-probing-if-they-got-infected-from-patients-1662917-2020-04-03
[1] https://www.telegraphindia.com/amp/world/coronavirus-how-cuba-is-helping-fight-the-covid-19-pandemic/cid/1758888?__twitter_impression=true
[1] https://twitter.com/PawanKalyan/status/802461649961566208
[1] https://twitter.com/ARanganathan72/status/1245977605011935234

Top URLs in Tweet in G10:
[36] http://www.astroawani.com/berita-malaysia/noor-hisham-terpilih-sertai-saintis-dunia-lakukan-kajian-perangi-covid-19-236642
[6] https://www.bharian.com.my/berita/nasional/2020/04/672973/covid-19-kes-import-undang-gelombang-ketiga
[4] http://www.astroawani.com/berita-malaysia/jumlah-positif-covid-19-di-malaysia-akan-memuncak-pertengahan-april-who-236428
[3] http://www.astroawani.com/berita-dunia/hidup-sebagai-suami-isteri-51-tahun-meninggal-dunia-selang-enam-minit-akibat-covid-19-236745
[2] http://www.astroawani.com/berita-dunia/covid-19-rakyat-hargai-tindakan-korea-selatan-salur-maklumat-menyeluruh-236638
[2] http://english.astroawani.com/malaysia-news/pdrm-receives-data-chain-covid-19-infection-involving-40-000-individuals-igp-236740
[2] https://www.bharian.com.my/berita/nasional/2020/04/672703/covid-19-pematuhan-terhadap-pkp-cecah-99-peratus-kpn
[2] https://www.malaymail.com/news/malaysia/2020/04/04/sarawak-covid-19-death-toll-rises-to-10-15-new-positive-cases-recorded/1853549
[2] https://www.theedgemarkets.com/article/covid19-risk-infection-remains-despite-negative-result-%E2%80%94-moh
[1] https://bit.ly/2UWOwQp

Top Domains
Top Domains in Tweet in Entire Graph:
[180] twitter.com
[105] bit.ly
[62] co.uk
[52] youtube.com
[47] astroawani.com
[33] com.br
[28] ow.ly
[25] com.my
[25] trib.al
[23] buzzfeed.com

Top Domains in Tweet in G1:
[30] twitter.com
[12] instagram.com
[10] youtube.com
[10] thetimes.gr
[9] co.uk
[7] blogspot.com
[6] rt.com
[5] linkedin.com
[5] smestreet.in
[4] theguardian.com

Top Domains in Tweet in G2:
[9] twitter.com
[5] bit.ly
[2] nm-4.com
[2] shr.lc
[2] shareaholic.com
[2] pscp.tv
[1] orfonline.org
[1] org.uk
[1] theprint.in
[1] newindianexpress.com

Top Domains in Tweet in G3:
[13] channelstv.com
[10] nhs.uk
[10] sky.com
[10] com.ng
[6] trib.al
[3] theguardian.com
[3] thenationonlineng.net
[3] fal.cn
[2] co.uk
[2] buff.ly

Top Domains in Tweet in G4:
[3] intoday.in
[2] republicworld.com
[1] google.com
[1] apple.com
[1] tv9bharatvarsh.com
[1] amarujala.com
[1] theverge.com
[1] twitter.com
[1] indiatoday.in
[1] hindustantimes.com

Top Domains in Tweet in G5:
[3] com.ng
[3] tribuneonlineng.com

Top Domains in Tweet in G6:
[7] abplive.com
[4] indiatimes.com
[2] pinkvilla.com
[2] youtube.com
[2] circleofcricket.com
[1] bit.ly
[1] zoomtventertainment.com
[1] economictimes.com
[1] twitter.com

Top Domains in Tweet in G7:
[6] cnn.it
[4] trib.al
[2] nbcnews.to
[2] cdc.gov
[1] theverge.com
[1] livescience.com
[1] com.au
[1] ow.ly
[1] ic3.gov
[1] msnbc.com

Top Domains in Tweet in G8:
[12] detik.com
[1] antaranews.com
[1] twitter.com
[1] rmol.id
[1] cnnindonesia.com
[1] kompas.com
[1] detik.id
[1] kumparan.com

Top Domains in Tweet in G9:
[3] indiatoday.in
[2] business-standard.com
[2] twitter.com
[1] indianexpress.com
[1] telegraphindia.com

Top Domains in Tweet in G10:
[47] astroawani.com
[9] com.my
[3] bit.ly
[3] malaymail.com
[2] theedgemarkets.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[486] covid_19
[386] covid19
[265] coronavirus
[119] covid
[60] covid2019
[47] awaninews
[46] indiafightscorona
[44] hapuscovid19
[38] covidー19
[33] coronaviruspandemic



Top Hashtags in Tweet in G1:
[47] covid19
[46] covid_19
[44] coronavirus
[21] covid2019
[16] covid
[10] covidー19
[8] lockdown
[7] covid19esp
[6] andalucía
[5] corona

Top Hashtags in Tweet in G2:
[21] indiafightscorona
[13] covid19
[11] covid_19
[8] coronavirus
[3] disability
[2] covid2019
[2] 3d
[2] coronalockdown
[2] coronaupdate
[2] codvid19

Top Hashtags in Tweet in G3:
[18] covid19
[16] coronavirus
[6] covid_19
[2] staysafe
[2] stayathome
[2] kettering
[2] opinion
[2] backtowork
[1] quitforcovid
[1] streetpastors

Top Hashtags in Tweet in G4:
[9] covid_19
[7] covid2019
[6] crpf
[4] indiafightscorona
[3] coronavirusoutbreak
[3] coronaupdatesontv9
[3] coronaupdate
[2] coronavirus
[2] banking
[2] covid

Top Hashtags in Tweet in G6:
[14] covid19
[7] shahrukhkhan
[6] coronavirus
[6] covid_19
[5] nashik
[4] gaurikhan
[4] shahrukhkhandonation
[4] srkofficeforquarantine
[4] covid2019
[3] twitter

Top Hashtags in Tweet in G7:
[7] covid19
[6] scam
[4] coronavirus
[2] getbacktowork
[2] 3abr
[2] eeuu
[1] gruberlibs
[1] dotherightthingmrpresident

Top Hashtags in Tweet in G8:
[1] perhotelan
[1] doaharian
[1] viruscorona
[1] jumatberkah
[1] jabar
[1] coronaupdate
[1] tindakprovokatorcorona
[1] cekalcoronadukungpsbb
[1] lawancovid19
[1] panganuntuknegeri

Top Hashtags in Tweet in G9:
[3] covid19
[2] indiafightscorona
[1] covid_19
[1] tablighijamat
[1] papu

Top Hashtags in Tweet in G10:
[47] awaninews
[44] hapuscovid19
[9] bhnasional
[9] coronavirus
[8] covid19
[3] kekaltenang
[2] bhhiburan
[1] bhdunia

Top Words
Top Words in Tweet in Entire Graph:
[2968] Words in Sentiment List#1: Positive
[3482] Words in Sentiment List#2: Negative
[38] Words in Sentiment List#3: Angry/Violent
[179326] Non-categorized Words
[185780] Total Words
[4931] 19
[4911] covid
[484] #covid_19
[467] क
[412] coronavirus

Top Words in Tweet in G1:
[514] 19
[507] covid
[48] coronavirus
[47] #covid19
[46] #covid_19
[44] #coronavirus
[31] cases
[27] health
[26] people
[24] world

Top Words in Tweet in G2:
[131] covid
[129] 19
[111] क
[85] narendramodi
[63] र
[54] स
[41] व
[41] ल
[39] pm
[35] against

Top Words in Tweet in G3:
[56] covid
[56] 19
[20] nhs
[19] skynews
[18] #covid19
[17] health
[16] #coronavirus
[16] coronavirus
[13] positive
[13] breaking

Top Words in Tweet in G4:
[120] क
[78] न
[77] स
[65] ल
[59] र
[53] म
[44] द
[43] य
[39] त
[33] ज

Top Words in Tweet in G5:
[89] covid
[89] 19
[85] osun
[84] isolation
[64] state
[62] dondekojo
[61] ejigbo
[60] cases
[59] confirmed
[59] escaped

Top Words in Tweet in G6:
[36] iamsrk
[36] covid
[35] 19
[29] fight
[14] #covid19
[14] support
[13] india
[11] together
[11] video
[10] come

Top Words in Tweet in G7:
[39] covid
[39] 19
[19] realdonaldtrump
[15] trump
[14] coronavirus
[13] cnn
[12] more
[8] world
[7] #covid19
[7] treat

Top Words in Tweet in G8:
[59] covid
[59] 19
[38] jokowi
[28] dan
[21] luhut
[20] positif
[19] harus
[19] lebih
[16] berbahaya
[16] dari

Top Words in Tweet in G9:
[62] rs
[41] covid
[41] 19
[36] क
[34] fight
[33] against
[32] commitment
[31] pawankalyan
[30] transferred
[30] part

Top Words in Tweet in G10:
[58] covid
[58] 19
[47] #awaninews
[44] #hapuscovid19
[42] 501awani
[39] dunia
[36] noor
[36] hisham
[36] terpilih
[36] sertai

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[4773] covid,19
[144] 19,cases
[122] against,covid
[117] tested,positive
[113] 19,pandemic
[108] fight,against
[107] positive,covid
[101] #covid,19
[71] confirmed,covid
[70] 19,patients

Top Word Pairs in Tweet in G1:
[496] covid,19
[15] 19,pandemic
[13] #covid,19
[10] #covid2019,#covid_19
[8] against,covid
[8] coronavirus,covid
[7] 19,outbreak
[7] 19,cases
[7] confirmed,cases
[7] during,covid

Top Word Pairs in Tweet in G2:
[129] covid,19
[24] india,united
[24] united,defeating
[24] defeating,covid
[22] narendramodi,india
[21] against,covid
[18] स,थ
[17] battle,against
[16] fight,against
[15] pm,narendramodi

Top Word Pairs in Tweet in G3:
[56] covid,19
[10] coronavirus,#covid19
[10] #covid19,information
[10] information,here's
[10] here's,need
[10] need,know
[10] know,spot
[10] spot,signs
[10] matt,hancock
[10] died,covid

Top Word Pairs in Tweet in G4:
[30] covid,19
[15] र,न
[15] क,ल
[15] ल,ए
[12] त,य
[11] क,र
[11] न,क
[11] क,द
[10] न,स
[10] स,क

Top Word Pairs in Tweet in G5:
[89] covid,19
[62] osun,state
[59] confirmed,covid
[59] 19,cases
[59] cases,escaped
[59] escaped,isolation
[59] isolation,center
[59] center,osun
[59] state,lawal
[58] dondekojo,confirmed

Top Word Pairs in Tweet in G6:
[35] covid,19
[14] fight,covid
[10] together,fight
[9] fight,against
[8] iamsrk,gaurikhan
[8] personal,office
[8] parted,distance
[8] distance,come
[8] come,together
[8] 19,make

Top Word Pairs in Tweet in G7:
[39] covid,19
[6] fight,coronavirus
[5] #scam,alert
[5] alert,cautious
[5] cautious,anyone
[5] anyone,selling
[5] selling,products
[5] products,claim
[5] claim,prevent
[5] prevent,treat

Top Word Pairs in Tweet in G8:
[59] covid,19
[17] positif,covid
[14] tante,saya
[14] cuci,darah
[14] lebih,berbahaya
[14] berbahaya,dari
[14] dari,coronavirus
[14] coronavirus,covid
[13] pak,jokowi
[13] jokowi,jokowi

Top Word Pairs in Tweet in G9:
[41] covid,19
[33] against,covid
[32] commitment,fight
[32] fight,against
[30] part,rs
[30] rs,crore
[30] crore,commitment
[24] fund,part
[15] transferred,rs
[15] rs,1crore

Top Word Pairs in Tweet in G10:
[58] covid,19
[44] #awaninews,#hapuscovid19
[39] 19,#awaninews
[36] noor,hisham
[36] hisham,terpilih
[36] terpilih,sertai
[36] sertai,saintis
[36] saintis,dunia
[36] dunia,lakukan
[36] lakukan,kajian

Top Replied-To
Top Replied-To in Entire Graph:
@mrdingdu
@realdonaldtrump
@rahulgandhi
@sunidraindia
@detikcom
@cmomaharashtra
@zoomupyourlife
@bbclaurak
@clarkemicah
@imamofpeace

Top Replied-To in G2:
@myogiadityanath
@peaseroland
@jaapvanhierden
@mrchoudharys
@franakviacorka
@payal_rohatgi

Top Replied-To in G3:
@pearlsnigeria
@arsenal_eleson

Top Replied-To in G4:
@adgpi
@republic
@aajtak

Top Replied-To in G5:
@dondekojo

Top Replied-To in G6:
@cmomaharashtra
@arvindkejriwal
@chintan2308

Top Replied-To in G7:
@realdonaldtrump
@helingcrew
@sidneypowell1
@cnn
@miafarrow
@ritadbird
@germanytrump
@harryinalyth

Top Replied-To in G8:
@detikcom

Top Replied-To in G9:
@rahulgandhi
@nsitharaman

Top Mentioned
Top Mentioned in Entire Graph:
@narendramodi
@dondekojo
@501awani
@iamsrk
@pawankalyan
@iramizraja
@mitchellvii
@jokowi
@drkaanyl
@who

Top Mentioned in G1:
@allschool_ng
@productoresuy
@moliseweb
@ateneuhosta
@londynek
@24clm

Top Mentioned in G2:
@narendramodi
@pmoindia
@who
@ashokgehlot51
@cmofficeup
@jpnadda
@amitshah
@yusuffali_ma
@adityabirlagrp
@myogiadityanath

Top Mentioned in G3:
@skynews
@daily_trust
@channelstv
@dhscgovuk
@chinadaily
@thedalstonyears
@sharonstevenage
@phe_uk
@maywarren11
@peterjukes

Top Mentioned in G4:
@mohfw_india
@pti_news
@drharshvardhan
@aajtak
@indiatoday
@immak02
@rmldelhi
@sachin_rt
@virendersehwag
@bhaichung15

Top Mentioned in G5:
@dondekojo
@nigeriantribune
@digitaltimi
@iamswaga01
@chijiokeisichei
@talkaboutitng
@theviraltrendz

Top Mentioned in G6:
@iamsrk
@redchilliesent
@gaurikhan
@kkriders
@vfx_redchillies
@mybmc
@abpnews
@pinkvilla
@meerfoundation
@iamsrk_brk

Top Mentioned in G7:
@realdonaldtrump
@cnn
@nbcnews
@cdcgov
@fbi
@potus
@speakerpelosi
@vp
@randpaul
@charliekirk11

Top Mentioned in G8:
@jokowi
@nigelodeon
@detikcom
@hnurwahid
@fpksdprri
@faisalbasri
@msaid_didu
@fadlizon
@anaklolina
@iwansumule

Top Mentioned in G9:
@pawankalyan
@incindia
@janasenaparty
@bjp4india
@bjp4andhra
@sunil_deodhar
@drtamilisaiguv
@srinivasiyc
@narendramodi
@pmoindia

Top Mentioned in G10:
@501awani
@bharianmy
@malaymail
@theedgemalaysia

Top Tweeters
Top Tweeters in Entire Graph:
@la_patilla
@eldiario
@airtel_presence
@el_cooperante
@vodafonein
@detikcom
@dolartoday
@kompascom
@republikaonline
@marcodacostafx

Top Tweeters in G1:
@eldiario
@el_cooperante
@radioelshinta
@politicalhedge
@elaragueno
@koulnek
@venepress
@elisahk92
@dailystar
@al_maldives

Top Tweeters in G2:
@alykhansatchu
@iamharry007
@pradeepsinghneg
@bimal_pr
@rajatkashyapinc
@anu_630
@dnyadav
@milagrosleivag
@rupasubramanya
@riazgilani

Top Tweeters in G3:
@arun1935arun
@daily_trust
@bbcnews
@skynews
@wible1
@julessunbeam
@peterjukes
@the_chrisshaw
@thenationnews
@verseonwine

Top Tweeters in G4:
@indiatoday
@aajtak
@republic
@pib_india
@amarujalanews
@ravi_ssmbfan
@saliltripathi
@madeforbrettlee
@sukanyaiyer2
@the_karishma

Top Tweeters in G5:
@dondekojo
@nigeriantribune
@iamswaga01
@tweetlawunmi
@olusegunfadipe2
@poppingpops_
@kolashangone
@chockid
@mayeesq
@ephraimvictorp

Top Tweeters in G6:
@abpnews
@rameshlaus
@rshah2611
@srkchennaifc
@loksattalive
@pinkvilla
@manishk90336236
@zoomtv
@etimes
@latestly

Top Tweeters in G7:
@reporteya
@foxnews
@jackhutton
@cnn
@nbcnews
@tvvnoticias
@gailcoastie
@jeffreyluscombe
@msnbc
@michaeldadiego

Top Tweeters in G8:
@detikcom
@gojekindonesia
@detikfinance
@anaklolina
@detikhealth
@santapradana
@fadlizon
@bimosaktis
@divhumas_polri
@nasgortrasi

Top Tweeters in G9:
@shanmugam_18
@anki4uever
@bjp4india
@mrvamsheereddy
@srikant23363785
@riteshbk
@incindia
@vipinpatel24
@drvijaishanker2
@saravan85556856

Top Tweeters in G10:
@bharianmy
@501awani
@theedgemalaysia
@mrx_lonely
@nomadicmarul
@malaymail
@xoxomint
@myrsbelleza_
@longrangers7
@syffqah


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