COVID, Twitter, 9/15/2020 7:36:08 PM, 235194


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COVID_2020-09-15_01-41-37.xlsx
COVID_2020-09-15_01-41-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 15, 2020
Short Description:
COVID via NodeXL https://bit.ly/2ZI8Jg5
@joebiden
@balasreddy
@narendramodi
@realdonaldtrump
@rahulgandhi
@brhodes
@progressivegma
@cnn
@rexchapman
@shwetachauhan01

Top hashtags:
#covid19
#covid
#covid_19
#coronavirus
#sscreforms
#speakup
#pilkadasehattaati3m

Description:
Description
The graph represents a network of 11,430 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 15 September 2020 at 09:00 UTC.

The requested start date was Tuesday, 15 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 1-minute period from Thursday, 10 September 2020 at 07:04 UTC to Saturday, 12 September 2020 at 07:05 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 : 11430
Unique Edges : 6751
Edges With Duplicates : 11549
Total Edges : 18300
Number of Edge Types : 5
Retweet : 5152
MentionsInRetweet : 6259
Tweet : 3576
Mentions : 2462
Replies to : 851
Self-Loops : 3605
Reciprocated Vertex Pair Ratio : 0.00433886538670138
Reciprocated Edge Ratio : 0.00864024192677395
Connected Components : 3515
Single-Vertex Connected Components : 1013
Maximum Vertices in a Connected Component : 1498
Maximum Edges in a Connected Component : 3277
Maximum Geodesic Distance (Diameter) : 27
Average Geodesic Distance : 8.212627
Graph Density : 7.08777007913822E-05
Modularity : 0.580014
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 11,430 Twitter users whose tweets in the requested range contained "COVID", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 15 September 2020 at 09:00 UTC.

The requested start date was Tuesday, 15 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 2-day, 0-hour, 1-minute period from Thursday, 10 September 2020 at 07:04 UTC to Saturday, 12 September 2020 at 07:05 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
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:
[42] https://www.politico.com/news/2020/09/11/exclusive-trump-officials-interfered-with-cdc-reports-on-covid-19-412809
[39] https://protect.scot/
[16] https://www.ndtv.com/india-news/rahul-gandhis-take-on-amit-shahs-well-planned-fight-remark-on-covid-2294295
[13] https://nypost.com/2020/09/11/chinese-virologist-says-she-has-proof-covid-19-was-made-in-wuhan-lab/?utm_campaign=SocialFlow&utm_source=NYPTwitter&utm_medium=SocialFlow
[12] https://www.bbc.com/japanese/video-54100724
[12] https://www.cnnindonesia.com/gaya-hidup/20200911134311-255-545338/studi-banyak-pasien-covid-19-makan-di-restoran-sebelum-sakit
[8] https://nypost.com/2020/09/11/chinese-virologist-says-she-has-proof-covid-19-was-made-in-wuhan-lab/
[8] https://www.leparisien.fr/societe/covid-19-nous-ne-voulons-plus-etre-gouvernes-par-la-peur-la-tribune-de-chercheurs-et-de-medecins-10-09-2020-8382387.php
[8] https://www.ndtv.com/india-news/home-minister-amit-shah-says-india-putting-up-well-planned-fight-against-covid-19-2293248
[7] https://nypost.com/2020/09/11/chinese-virologist-says-she-has-proof-covid-19-was-made-in-wuhan-lab/?utm_source=twitter_sitebuttons&utm_medium=site%20buttons&utm_campaign=site%20buttons

Top URLs in Tweet in G1:
[6] https://ifttt.com/
[3] https://news.sky.com/story/coronavirus-scientists-doubtful-as-leaked-government-document-reveals-plans-for-10-million-tests-by-next-year-12067722
[3] https://www.theguardian.com/world/2020/sep/11/covid-lockdown-rules-more-divisive-than-brexit-survey-finds?CMP=Share_iOSApp_Other
[2] https://www.ft.com/content/cdac09d0-012d-4931-8288-352bae4f9c03
[2] https://www.techrepublic.com/article/backing-up-data-is-more-important-as-people-work-from-home-during-covid-19/#ftag=RSS56d97e7
[2] https://dmkitwing.in/covid-19-report-analysis.html
[2] https://www.dailymail.co.uk/debate/article-8720321/Professor-KAROL-SIKORA-sees-trouble-ahead-Boris-Johnsons-new-coronavirus-guidance.html
[2] https://www.theguardian.com/business/2020/sep/10/us-covid-19-crisis-health-economy
[2] https://digitalpatientsafety.com/artificial-intelligence-for-the-detection-of-covid-19-pneumonia-on-chest-ct-using-multinational-datasets/
[2] https://www.rionegro.com.ar/vacuna-covid-19-rusia-abastecera-con-millones-de-dosis-a-paises-latinoamericanos-1495264/

Top URLs in Tweet in G2:
[9] https://www.politico.com/news/2020/09/11/exclusive-trump-officials-interfered-with-cdc-reports-on-covid-19-412809
[4] https://fanlink.to/waconzysongs
[2] https://trib.al/xH43rry
[2] https://trib.al/5jvQalU
[2] https://trib.al/IqYivGu
[2] https://trib.al/8TXqws8
[2] https://apple.news/ACgWUqiR-Tsm0fYa7ymFrVA
[2] https://thedailyedge.substack.com/p/fox-news-and-the-covid-catastrophe
[2] https://dailycaller.com/2020/09/09/joe-biden-coronavirus-military-deaths/
[1] https://www.cdc.gov/covid-data-tracker/index.html#demographics

Top URLs in Tweet in G3:
[1] https://twitter.com/neetug20/status/1304675830782554113
[1] https://twitter.com/yogeshdudavat73/status/1304675399280934913
[1] https://documents.worldbank.org/en/publication/documents-reports/documentdetail/993371585947965984/world-covid-19-strategic-preparedness-and-response-project
[1] https://firstindianews.com/news/bharat-biotech-covid-vaccine-covaxin-animal-trials-successful-1821885826
[1] https://www.myupchar.com/disease/covid-19/coronavirus-infects-one-million-in-maharashtra-total-cases-rise-to-46-lakh-59984-death-toll-now-77472
[1] https://bit.ly/3heBTsU
[1] https://www.weforum.org/agenda/2020/09/5-countries-we-can-all-learn-from-to-fight-future-pandemics-according-to-the-who/
[1] https://www.iono.fm/e/922546
[1] https://iono.fm/e/922207
[1] https://iono.fm/e/922211

Top URLs in Tweet in G4:
[36] https://protect.scot/
[2] https://twitter.com/thescotsman/status/1304092125265620992
[2] https://trib.al/oB1Dd6V
[1] https://www.theneweuropean.co.uk/top-stories/eat-out-may-have-caused-second-covid-wave-in-britain-1-6834333?utm_source=Twitter&utm_medium=Social_Icon&utm_campaign=in_article_social_icons
[1] https://buff.ly/3ihRqtt
[1] https://www.theneweuropean.co.uk/top-stories/the-sun-publish-cabinet-office-paper-on-impacts-of-brexit-and-covid-19-1-6805548
[1] https://www.ageuk.org.uk/scotland/latest-news/2020/september/age-scotland-statement-on-bbc-coronavirus-briefing-decision/
[1] https://twitter.com/nicolasturgeon/status/1304166823605268487
[1] https://protect.scot/index.html
[1] https://www.theguardian.com/uk-news/2020/sep/11/birmingham-lockdown-rules-tightened-as-covid-cases-rise?CMP=Share_iOSApp_Other

Top URLs in Tweet in G5:
[8] https://www.ndtv.com/india-news/home-minister-amit-shah-says-india-putting-up-well-planned-fight-against-covid-19-2293248
[2] https://www.republicworld.com/india-news/city-news/bjp-moves-no-confidence-against-mumbai-mayor-pednekar-over-covid.html
[2] https://www.republicworld.com/india-news/general-news/india-putting-up-well-planned-fight-against-covid-19-amit-shah.html
[2] https://www.republicworld.com/world-news/rest-of-the-world-news/india-us-brazil-mexico-account-to-nearly-51-percent-of-worlds-covid-death.html
[2] https://www.hindustantimes.com/india-news/rahul-gandhi-attacks-modi-government-over-covid-19-management-gdp-decline-job-losses/story-R56hlAACjV9bpa5XJ7bDnL.html
[1] https://www.tv9bharatvarsh.com/india/modi-government-well-planned-fight-against-covid-put-india-in-an-abyss-says-rahul-284426.html
[1] https://indianexpress.com/article/india/rahul-gandhi-modi-covid-lockdown-unorganised-sector-6589135/

Top URLs in Tweet in G6:
[1] http://www.independentsage.org/wp-content/uploads/2020/05/The-Independent-SAGE-Report.pdf
[1] https://twitter.com/bbcwalesnews/status/1304304936860160001
[1] https://twitter.com/fact_covid/status/1303770789628588033
[1] https://twitter.com/alistairhaimes/status/1304459871392276481
[1] https://www.change.org/p/hold-a-public-inquiry-into-the-government-s-handling-of-the-covid-19-pandemic-covid19?recruiter=182063746&utm_source=share_petition&utm_medium=twitter&utm_campaign=share_petition&utm_term=psf_combo_share_initial&recruited_by_id=b0558710-6db9-11e4-9504-6f97098f7ad5
[1] https://www.change.org/p/hold-a-public-inquiry-into-the-government-s-handling-of-the-covid-19-pandemic-covid19?recruiter=91427043&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&recruited_by_id=127b4520-d1d3-11e3-ae0d-d3b7c5f0a312
[1] https://www.change.org/p/hold-a-public-inquiry-into-the-government-s-handling-of-the-covid-19-pandemic-covid19?recruiter=false&utm_source=share_petition&utm_medium=twitter&utm_campaign=psf_combo_share_initial&recruited_by_id=f1dd5b60-f448-11ea-8d51-0f27b4c96287
[1] https://www.bmj.com/content/370/bmj.m3520
[1] https://twitter.com/mlipsitch/status/1300437071312687104
[1] https://twitter.com/LBC/status/1304664647849697280

Top URLs in Tweet in G7:
[11] https://www.politico.com/news/2020/09/11/exclusive-trump-officials-interfered-with-cdc-reports-on-covid-19-412809
[2] https://www.rawstory.com/2020/09/busted-trump-administration-caught-interfering-with-cdc-reports-on-the-19/
[1] https://abcnews.go.com/Politics/trump-heads-flu-season-amid-pandemic-mocking-masks/story?id=72950584
[1] https://twitter.com/ZerlinaMaxwell/status/1303774363179724800
[1] https://read.macmillan.com/lp/proof-of-corruption-covid-excerpt/
[1] https://www.nytimes.com/2020/09/11/world/covid-19-coronavirus.html?referringSource=articleShare
[1] https://www.npr.org/2019/03/20/705121851/radovan-karad-i-gets-life-as-hague-court-upholds-genocide-conviction

Top URLs in Tweet in G8:
[4] https://www.viva.co.id/berita/nasional/1301440-angka-kematian-covid-19-kota-malang-lebih-tinggi-dari-nasional?utm_source=dlvr.it&utm_medium=twitter
[2] http://ayobandung.com/read/2020/09/10/128086/rocky-gerung-angkat-anies-baswedan-jadi-menteri-covid-19
[2] https://metro.tempo.co/read/1379370/rasio-positif-covid-19-tinggi-psi-desak-anies-tarik-rem-darurat
[1] https://megapolitan.okezone.com/read/2020/08/26/338/2267878/dprd-dki-kritik-anies-soal-usulan-sepeda-masuk-tol
[1] https://bandung.kompas.com/read/2020/09/11/16033471/tawarkan-bantuan-kepada-anies-ridwan-kamil-kurangi-kompetisi
[1] https://twitter.com/KatolikG/status/1304319334181789700
[1] https://megapolitan.kompas.com/read/2020/08/05/07292251/kasus-covid-19-di-jakarta-terus-melonjak-psi-dorong-anies-ambil-kebijakan
[1] https://www.cnnindonesia.com/gaya-hidup/20200911134311-255-545338/studi-banyak-pasien-covid-19-makan-di-restoran-sebelum-sakit
[1] https://nasional.kompas.com/read/2020/09/11/11435361/menko-airlangga-yakin-penanganan-covid-19-dan-pemulihan-ekonomi-sama-penting?utm_source=Babe&utm_medium=babeterkait&utm_campaign=partner
[1] https://twitter.com/berlianidris/status/1245930117311823872

Top URLs in Tweet in G9:
[12] https://www.politico.com/news/2020/09/11/exclusive-trump-officials-interfered-with-cdc-reports-on-covid-19-412809
[2] https://twitter.com/kylegriffin1/status/1304625915805212673
[2] https://www.wfaa.com/article/news/health/coronavirus/youth-hockey-coach-in-north-texas-dies-from-covid-19/287-b734d1d1-f881-43c8-8293-3feb7e88d07e
[1] https://twitter.com/nikkihaley/status/1304068231951515651
[1] https://twitter.com/jachristian/status/1303775642303913984
[1] https://www.chicagotribune.com/real-estate/ct-re-pandemic-eviction-cases-0908-20200911-ngt3tlfehjej3hwly64z4jrgyu-story.html

Top URLs in Tweet in G10:
[4] http://www.msn.com/en-us/health/medical/these-are-the-4-places-people-went-before-they-got-covid-study-says/ss-BB18WUb2?ocid=st
[1] https://politi.co/3k7QHeP
[1] https://www.nytimes.com/2020/09/09/health/coronavirus-brain.html?referringSource=articleShare
[1] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fwissen%2Fgesundheit%2F2020-09%2Fcorona-ausbruch-stoppen-physik-neuinfektionen-perkolation-zweite-welle
[1] https://www.tagesspiegel.de/wissen/6500-neuinfektionen-in-frankreich-nun-steigt-auch-die-zahl-der-intensivpatienten-im-nachbarland/26171528.html
[1] https://twitter.com/IngrahamAngle/status/1304514106364497923
[1] https://www.etonline.com/rep-ilhan-omar-announces-fathers-death-due-to-coronavirus-complications-148153
[1] https://www.carolyn4congress.com/20192020-news/2020/1/7/25oqdr12dyur8sh0yo7y1idkgtwhqy-8f6yc-p2jfb-6gtnw-td84z-pm69h-2plpp-djg2p-5ywk5-3tjn5-xrt25-nb7p5-xrk7y-w9ysg-ht69w-t7dh3-j5pht-nl8w6-7xk7m-hfzc6
[1] https://www.npr.org/2020/09/10/911414284/senate-gop-covid-relief-bill-fails-prospects-of-bipartisan-deal-before-election-?utm_source=twitter.com&utm_campaign=npr&utm_term=nprnews&utm_medium=social
[1] https://twitter.com/nowthisnews/status/1304155937674899458

Top Domains
Top Domains in Tweet in Entire Graph:
[343] twitter.com
[132] co.uk
[61] theguardian.com
[57] bit.ly
[44] politico.com
[42] youtube.com
[42] trib.al
[40] nypost.com
[40] protect.scot
[33] ndtv.com

Top Domains in Tweet in G1:
[92] twitter.com
[29] co.uk
[27] theguardian.com
[16] nytimes.com
[12] blogspot.com
[10] desmoinesregister.com
[10] diena.lt
[9] instagram.com
[9] trib.al
[9] granma.cu

Top Domains in Tweet in G2:
[10] trib.al
[9] politico.com
[4] cnn.com
[4] twitter.com
[4] fanlink.to
[3] cdc.gov
[2] yahoo.com
[2] nypost.com
[2] apple.news
[2] substack.com

Top Domains in Tweet in G3:
[3] twitter.com
[3] iono.fm
[2] worldbank.org
[1] firstindianews.com
[1] myupchar.com
[1] bit.ly
[1] weforum.org
[1] themedicinemaker.com
[1] varanasinews.today

Top Domains in Tweet in G4:
[37] protect.scot
[8] twitter.com
[2] co.uk
[2] trib.al
[1] buff.ly
[1] org.uk
[1] theguardian.com

Top Domains in Tweet in G5:
[8] ndtv.com
[6] republicworld.com
[2] hindustantimes.com
[1] tv9bharatvarsh.com
[1] indianexpress.com

Top Domains in Tweet in G6:
[7] twitter.com
[4] change.org
[1] independentsage.org
[1] bmj.com
[1] theguardian.com
[1] co.uk
[1] youtube.com

Top Domains in Tweet in G7:
[11] politico.com
[2] rawstory.com
[1] go.com
[1] twitter.com
[1] macmillan.com
[1] nytimes.com
[1] npr.org

Top Domains in Tweet in G8:
[4] twitter.com
[4] co.id
[3] kompas.com
[3] tempo.co
[2] ayobandung.com
[2] cnnindonesia.com
[2] pikiran-rakyat.com
[1] okezone.com
[1] tribunnews.com
[1] mediaindonesia.com

Top Domains in Tweet in G9:
[12] politico.com
[4] twitter.com
[2] wfaa.com
[1] chicagotribune.com

Top Domains in Tweet in G10:
[4] msn.com
[3] twitter.com
[1] politi.co
[1] nytimes.com
[1] zeit.de
[1] tagesspiegel.de
[1] etonline.com
[1] carolyn4congress.com
[1] npr.org
[1] cnn.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[312] covid19
[234] covid
[226] covid_19
[142] coronavirus
[56] sscreforms
[52] speakup
[46] pilkadasehattaati3m
[45] covid__19
[44] worldpraisepmikpolicies
[43] postponeacf



Top Hashtags in Tweet in G1:
[37] covid19
[36] covid
[28] covid_19
[23] coronavirus
[17] cuba
[15] 3novices
[14] pilkadasehattaati3m
[11] news
[8] navycapital
[7] mundo

Top Hashtags in Tweet in G2:
[16] covid19
[15] trumpknew
[9] covid
[6] trumpvirus
[4] coronavirus
[4] waconzy
[3] cnn
[3] news
[3] twitternews
[3] breakingnews

Top Hashtags in Tweet in G3:
[11] covid_19
[10] sscreforms
[7] covid
[7] neet
[6] उत्तरदायित्व
[5] neetissocial_injustice
[5] banneet
[5] pmaygramin
[5] covid19
[5] sabcnews

Top Hashtags in Tweet in G4:
[10] covid
[5] bbcscotlandswitchoff
[4] dailybriefings
[3] bbcscotland
[3] scotgov
[3] covid_19
[3] bbcbreakfast
[2] neverforget
[2] uk
[2] scotland

Top Hashtags in Tweet in G5:
[43] postponeacf
[28] rahul_ji_help_raj_students
[7] speakup_for_raj_students
[6] postpone_rpsc_acf_exam
[5] obeinrajasthan
[4] postponerpscacf
[3] feedfood4ssr
[2] jeeneet
[2] gdp
[1] speakupforjobs

Top Hashtags in Tweet in G6:
[6] covid19
[6] covid
[3] hometestkits
[2] thursdaythoughts
[1] cardiff
[1] worldbeating
[1] covid_19
[1] r4today

Top Hashtags in Tweet in G7:
[3] woodwardtapes

Top Hashtags in Tweet in G8:
[9] 4niesdancovidberbahaya
[7] 4niescovidhancurkannkri
[6] deklarasipilkadapatuhprokes
[3] pilkadasehattaati3m
[3] psbbgagalgantigabener
[2] jokowimenclamencle
[2] hening
[2] indonesiaaman
[2] sejutapromotor
[2] antirasisme

Top Hashtags in Tweet in G9:
[1] trump
[1] trumpdoesntcare

Top Hashtags in Tweet in G10:
[1] becounted

Top Words
Top Words in Tweet in Entire Graph:
[8019] covid
[3401] 19
[769] people
[633] trump
[482] cases
[443] more
[440] क
[433] 000
[389] died
[346] र

Top Words in Tweet in G1:
[1119] covid
[652] 19
[66] क
[65] cases
[57] people
[55] more
[48] pandemic
[47] coronavirus
[44] 2020
[39] test

Top Words in Tweet in G2:
[276] covid
[144] 19
[121] trump
[110] knew
[100] realdonaldtrump
[82] joebiden
[59] 000
[58] president
[46] died
[43] more

Top Words in Tweet in G3:
[126] covid
[54] क
[48] drrpnishank
[48] य
[47] pmoindia
[47] cases
[42] र
[39] yesterday
[38] narendramodi
[37] स

Top Words in Tweet in G4:
[127] covid
[108] scotland
[81] bbc
[78] nicolasturgeon
[42] briefings
[42] please
[38] friends
[37] download
[36] haven
[36] already

Top Words in Tweet in G5:
[129] covid
[75] क
[74] rahulgandhi
[69] म
[59] र
[46] india
[45] govt
[44] 19
[43] #postponeacf
[42] ashokgehlot51

Top Words in Tweet in G6:
[85] covid
[28] borisjohnson
[25] test
[21] uk
[20] matthancock
[18] government
[17] deaths
[16] world
[16] apparently
[15] trace

Top Words in Tweet in G7:
[67] danrather
[65] reporting
[64] over
[64] science
[64] dangerous
[64] american
[63] bombshell
[63] propaganda
[63] immoral
[63] considered

Top Words in Tweet in G8:
[85] covid
[41] 19
[32] ini
[30] dan
[27] yg
[22] aniesbaswedan
[22] anies
[21] yang
[16] itu
[15] dki

Top Words in Tweet in G9:
[109] covid
[64] died
[44] parents
[37] trump
[33] reports
[29] canada
[27] rexchapman
[25] issues
[24] over
[23] brhodes

Top Words in Tweet in G10:
[82] covid
[47] 19
[24] deaths
[22] day
[21] trump
[21] tribelaw
[20] hours
[20] first
[19] kylegriffin1
[18] march

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3306] covid,19
[181] covid,cases
[166] died,covid
[136] people,died
[125] 19,pandemic
[119] due,covid
[102] covid,testing
[102] 19,cases
[95] against,covid
[95] never,forget

Top Word Pairs in Tweet in G1:
[634] covid,19
[26] 19,pandemic
[22] 19,cases
[21] during,covid
[18] penyebaran,covid
[15] contra,covid
[13] क,र
[12] penanganan,covid
[12] memakai,masker
[12] menjaga,jarak

Top Word Pairs in Tweet in G2:
[143] covid,19
[42] knew,covid
[36] died,covid
[29] trump,knew
[28] weekly,reports
[28] people,died
[27] more,000
[27] 000,people
[27] covid,yesterday
[27] yesterday,realdonaldtrump

Top Word Pairs in Tweet in G3:
[34] covid,cases
[28] covid,19
[26] pmoindia,drrpnishank
[26] drrpnishank,swamy39
[24] anubha1812,pmoindia
[21] swamy39,message
[21] message,student
[21] student,ma'am
[21] ma'am,gave
[21] gave,jee

Top Word Pairs in Tweet in G4:
[36] please,download
[35] good,morning
[35] morning,haven
[35] haven,already
[35] already,please
[35] download,today
[35] today,encourage
[35] encourage,friends
[34] nicolasturgeon,good
[34] friends,fa

Top Word Pairs in Tweet in G5:
[44] covid,19
[35] modi,govt
[29] against,covid
[27] well,planned
[27] planned,fight
[27] fight,against
[26] #postponeacf,rahulgandhi
[25] govt,well
[25] covid,put
[25] put,india

Top Word Pairs in Tweet in G6:
[15] trace,system
[14] covid,19
[14] boy,standing
[14] standing,front
[14] front,website
[14] website,apparently
[14] apparently,world
[14] world,beating
[14] beating,test
[14] test,track

Top Word Pairs in Tweet in G7:
[63] bombshell,reporting
[63] reporting,propaganda
[63] propaganda,over
[63] over,science
[63] science,immoral
[63] immoral,dangerous
[63] dangerous,considered
[63] considered,american
[62] danrather,bombshell
[26] covid,19

Top Word Pairs in Tweet in G8:
[41] covid,19
[10] penanganan,covid
[7] rem,darurat
[6] anies,baswedan
[6] penyebaran,covid
[6] pak,jokowi
[5] melawan,covid
[5] satgas,covid
[4] covid,dki
[4] diangkat,jadi

Top Word Pairs in Tweet in G9:
[44] died,covid
[22] friends,parents
[22] parents,died
[22] covid,covid
[22] covid,related
[22] related,issues
[22] issues,parents
[22] parents,hospital
[22] hospital,one
[22] one,kids

Top Word Pairs in Tweet in G10:
[45] covid,19
[16] toronto,reuters
[16] reuters,canada
[16] canada,reported
[16] reported,zero
[16] zero,covid
[16] 19,deaths
[16] deaths,past
[16] past,24
[16] 24,hours

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@newpenawangan
@weareoversight
@drrpnishank
@joebiden
@rosamnew
@rahulgandhi
@kamalaharris
@groboganpolres
@humasresprob1

Top Replied-To in G1:
@myrudy32

Top Replied-To in G2:
@realdonaldtrump
@joebiden
@kamalaharris
@amy_siskind
@bron_fo
@cnn
@mike_pence
@mollysmcdonough
@ddiamond
@heidiforliberty

Top Replied-To in G3:
@drrpnishank
@pmoindia
@iit_bhilai
@dora_iitk
@bjp4india
@anubha1812
@singhiitk
@mord_goi
@who
@ananyas47778858

Top Replied-To in G4:
@lindafabianisnp
@scottishlabour
@johnfernandez1
@celia_sweeney
@bbc
@awtroon

Top Replied-To in G5:
@rahulgandhi
@republic
@pravasirojgar
@ashokgehlot51
@kpccpresident
@incindia
@ppbajpai
@supriyashrinate
@anilchoprainc
@itssp_rana_v

Top Replied-To in G6:
@andrew95024385k
@cjsnowdon
@campbellclaret
@rob_maughan
@leicesterliz
@covid_callout
@lis_lowe
@matthancock
@fedofplanets

Top Replied-To in G7:
@backtobean
@t_inglesby
@olganyc1211

Top Replied-To in G8:
@fadlizon
@tsamaradki
@dennysiregar7
@ughmars_
@soalperut
@kemendagri
@amira_suud
@humaskedirires

Top Replied-To in G9:
@2shortofa3sum
@atxxpkrgolf

Top Replied-To in G10:
@tribelaw
@kylegriffin1

Top Mentioned
Top Mentioned in Entire Graph:
@nicolasturgeon
@joebiden
@realdonaldtrump
@rahulgandhi
@danrather
@doctor_oxford
@pmoindia
@drrpnishank
@bocxtop
@cnn

Top Mentioned in G1:
@thailande_pays
@iya_nla
@mister_wynn
@policenama1
@bestamibozkurt

Top Mentioned in G2:
@realdonaldtrump
@joebiden
@cnn
@cdcgov
@kamalaharris
@ddiamond
@drdenagrayson
@nowthisnews
@seanhannity
@waconzy

Top Mentioned in G3:
@pmoindia
@drrpnishank
@swamy39
@narendramodi
@anubha1812
@arvindchaturved
@eduminofindia
@bjp4india
@who
@pib_india

Top Mentioned in G4:
@nicolasturgeon
@bbcscotland
@georgemonbiot
@bbc
@scotgov
@ruth_wishart
@theneweuropean
@neilgraysnp
@janeygodley
@scouseweegian

Top Mentioned in G5:
@rahulgandhi
@ashokgehlot51
@rajcmo
@incindia
@drshamamohd
@sachinpilot
@govinddotasra
@jovialgodfriend
@news18rajasthan
@ajaymaken

Top Mentioned in G6:
@borisjohnson
@matthancock
@petedeveson
@kellydnicklin
@campbellclaret
@independentsage
@ticerichard
@szaszshara
@scienceshared
@ukchange

Top Mentioned in G7:
@danrather
@mhdksafa
@sethabramson
@teapainusa
@peterbakernyt
@fannakapan_02
@raesnape
@slthompson18
@thelighthousece
@stiii_iearning

Top Mentioned in G8:
@aniesbaswedan
@jokowi
@psi_jakarta
@av4tarpemburu
@ridwankamil
@ganjarpranowo
@jr_kw19
@tsamaradki
@ciungkana
@presidenkopi

Top Mentioned in G9:
@rexchapman
@brhodes
@atrupar
@politico
@funder
@joshtpm
@donnabrazile
@danrather
@justinhendrix
@phillywcwagon

Top Mentioned in G10:
@tribelaw
@kylegriffin1
@karl_lauterbach
@senatemajldr
@richforga
@carolyn4ga7
@galetstrong
@tomthunkitsmind
@thegoodgodabove
@beckettunite

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@caraotadigital
@pulpnews
@informacija
@tomthunkitsmind
@extravzla
@thaitvnews
@detikcom
@kompascom
@republikaonline

Top Tweeters in G1:
@elnacionalweb
@caraotadigital
@pulpnews
@informacija
@extravzla
@thaitvnews
@republikaonline
@allthenewsisnow
@3novices
@globalissuesweb

Top Tweeters in G2:
@bannerite
@dovewoman1
@yojora
@freeandclear1
@myfoodfantasy69
@foxnews
@shadowmalec23
@cnn
@dailycaller
@dyro874

Top Tweeters in G3:
@1stindianews
@shriparv
@indiatv
@airnewsalerts
@pib_india
@bjp4india
@nu_online
@thetribunechd
@cnbctv18news
@ddnewslive

Top Tweeters in G4:
@edinburghwatch
@glasgow_watch
@petermccue1
@janeygodley
@teajunkie1
@gracegrace90
@blondiesa
@bmc875
@etimsnet
@s_u_a_r

Top Tweeters in G5:
@httweets
@goeltm_tg
@zeerajasthan_
@news18rajasthan
@vallabhthanvi
@republic
@kalpeshravals
@puneetvizh
@hashankaranaray
@rpbreakingnews

Top Tweeters in G6:
@philipjtaylor1
@gareth0108
@clive_uttley
@seusssl
@ukgovtweets
@lynne04289004
@piersmorgan
@parkerbats
@chantalbb
@haddon_gail

Top Tweeters in G7:
@karoagono
@samthemailman
@howyofwi
@raesnape
@tenajd
@realnorac
@jayneedwards2
@brian_gilmore
@realtuckfrumper
@ladolcevitaone

Top Tweeters in G8:
@vivacoid
@thearieair
@partaisocmed
@devinrmd
@asepapit
@donadam68
@hidahidaan
@ngkongrose5
@mrs_enci
@ariestariico_

Top Tweeters in G9:
@joshuajreynold1
@politico
@drseid
@plusultra56
@funder
@chris_09765
@blueboy8000
@jennhaquinn
@joshtpm
@lobylyn

Top Tweeters in G10:
@tomthunkitsmind
@jot_au
@mlczone
@msrock4ever
@costanzo740
@janesepmeier
@pilarmel13
@billrockey
@penecell
@pefnic