COVID, Twitter, 8/5/2020 9:44:10 AM, 231902


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COVID_2020-08-05_00-32-01.xlsx
COVID_2020-08-05_00-32-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 05, 2020
Short Description:
COVID via NodeXL https://bit.ly/2Ppjs9J
@realdonaldtrump
@who
@vanheelsi
@drtedros
@harshalbid
@amitshah
@piyushgoyal
@vtvcanal8
@narendramodi
@kylegriffin1

Top hashtags:
#covid_19
#covid19
#covid
#coronavirus
#amitshah
#venezuela
#regresoseguroalapatria
#covid__19

Description:
Description
The graph represents a network of 12,323 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 Wednesday, 05 August 2020 at 07:47 UTC.

The requested start date was Wednesday, 05 August 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, 0-minute period from Sunday, 02 August 2020 at 12:22 UTC to Tuesday, 04 August 2020 at 12:23 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 : 12323
Unique Edges : 7244
Edges With Duplicates : 11815
Total Edges : 19059
Number of Edge Types : 5
Retweet : 5516
MentionsInRetweet : 6509
Tweet : 3508
Replies to : 898
Mentions : 2628
Self-Loops : 3544
Reciprocated Vertex Pair Ratio : 0.00408788962698007
Reciprocated Edge Ratio : 0.00814249363867684
Connected Components : 3752
Single-Vertex Connected Components : 960
Maximum Vertices in a Connected Component : 2011
Maximum Edges in a Connected Component : 4098
Maximum Geodesic Distance (Diameter) : 25
Average Geodesic Distance : 8.871335
Graph Density : 6.47045626549131E-05
Modularity : 0.590745
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 12,323 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 Wednesday, 05 August 2020 at 07:47 UTC.

The requested start date was Wednesday, 05 August 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, 0-minute period from Sunday, 02 August 2020 at 12:22 UTC to Tuesday, 04 August 2020 at 12:23 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:
[10] https://actualidad.rt.com/actualidad/362008-voluntarios-recibir-vacuna-rusa-covid-inmunidad
[7] https://www.globalresearch.ca/more-doctors-truth-speak-out-madrid-dismantling-false-pandemic-covid-19/5719993
[6] https://www.reuters.com/article/us-health-coronavirus-iran-idUSKBN24Z1D9?taid=5f2801099139ad0001b9c19a&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[6] https://saraacarter.com/texas-downgrades-covid-19-deaths-after-automation-error/
[6] https://www.ajc.com/news/atlanta-news/covid-cases-exposure-have-260-gwinnett-school-employees-not-working/RVZP4UFBPFHDNJJ73MNUFIKEPY/
[6] https://www.lavanguardia.com/vida/20200802/482630783966/madrid-andalucia-valencia-catalunya-hospitalizados-coronavirus-covid-espana-espana.html
[5] https://studiofutbol.com.ec/2020/08/02/real-madrid-pasara-dos-pruebas-de-covid-antes-de-viajar-a-manchester/
[5] https://awsveanews.com/nacionales/ultima-hora-al-menos-80-funcionarios-del-cicpc-tachira-dieron-positivo-a-covid-19-detalles/
[4] https://nypost.com/2020/08/03/who-lit-the-covid-match-at-nursing-homes-thats-pretty-obvious/amp/#click=https://t.co/EtH2pj188z
[4] https://mazo4f.com/inaugurado-en-lara-centro-centinela-para-pacientes-asintomaticos-del-covid-19

Top URLs in Tweet in G1:
[2] https://twitter.com/nytimes/status/1289571601990606848
[2] https://twitter.com/i/events/1289889491360993280
[2] https://www.actionnewsjax.com/news/trending/coronavirus-philadelphia-eagles-head-coach-doug-pederson-tests-positive-covid-19/AV74C5AVCNFYZLYWR7SFEJNPKU/?utm_campaign=snd-autopilot
[2] https://mydailybells.com.ng/covid-19-bakare-warns-churches-against-reopening/
[2] http://www.redbolivision.tv.bo/actualidad/106743
[2] http://kabarpolitik.com/deputi-dkk-temukan-padanan-kata-sesuai-cara-penerjemah-bantu-penanganan-covid-19/
[2] https://www.youtube.com/watch?v=3Fmd7MY2ZLs&utm_source=dlvr.it&utm_medium=twitter

[2] https://www.buzzfeed.com/jp/naokoiwanaga/covid-19-povidone-iodine
[2] https://www.indotvnews.co.id/
[1] https://twitter.com/espncfb/status/1289638313532387328

Top URLs in Tweet in G2:
[2] https://www.theguardian.com/world/2020/aug/03/survivors-of-covid-19-show-increased-rate-of-psychiatric-disorders-study-finds?CMP=fb_gu&utm_medium=Social&utm_source=Facebook&fbclid=IwAR3p_CUwXXLeFHnWreiRE6ZQ_kP-OV8g9M_wVhx9sgIvrPSwCDRxBePLS-c#Echobox=1596477286
[2] http://smartdissent.com/article/covid-corruption-meat-industry-funnels-money-republicans-squash
[2] https://talkingpointsmemo.com/news/extraordinarily-widespread-dr-birx-warns-america-now-in-new-phase-of-covid-pandemic
[1] https://www.wric.com/washington-dc/president-trump-pushes-plasma-donation-during-visit-to-red-cross-headquarters/
[1] https://www.theguardian.com/us-news/2020/aug/04/donald-trump-on-the-ropes-in-interview-over-us-covid-19-death-toll?CMP=share_btn_tw
[1] https://www.theblaze.com/news/feinstein-china-respectable-nation-covid
[1] https://www.forbes.com/sites/gracemarieturner/2020/05/22/600-physicians-say-lockdowns-are-a-mass-casualty-incident/amp/?__twitter_impression=true
[1] https://www.nytimes.com/2020/08/01/us/schools-reopening-indiana-coronavirus.html?smtyp=cur&smid=tw-nytimes
[1] https://trib.al/j9TJnUB
[1] https://worldometers.info/

Top URLs in Tweet in G3:
[3] https://www.republicworld.com/india-news/general-news/covid-19-india-conducting-14640-tests-per-million-2-crore-samples.html
[3] https://www.ndtv.com/india-news/coronavirus-not-afraid-of-anyone-110-year-old-woman-beats-covid-19-in-karnatakas-chitradurga-2272943
[3] https://twitter.com/amitshah/status/1289882101915893764
[2] http://nbt.in/micron/redirect.html?str=vCBYEa/kcf
[2] https://www.ndtv.com/world-news/coronavirus-world-health-organization-says-there-may-never-be-a-covid-19-silver-bullet-2273421
[2] https://twitter.com/AmitShah/status/1289882101915893764
[2] https://khabar.ndtv.com/news/india/amit-shah-tested-covid-19-positive-2272938
[2] https://zeenews.india.com/hindi/india/union-home-minister-amit-shah-tests-positive-for-covid-19/722088
[1] https://bit.ly/IIT_Kh
[1] https://www.scmp.com/week-asia/health-environment/article/3095857/indias-amit-shah-has-covid-19-and-little-sympathy

Top URLs in Tweet in G4:
[4] https://mazo4f.com/inaugurado-en-lara-centro-centinela-para-pacientes-asintomaticos-del-covid-19
[2] http://www.psuv.org.ve/temas/noticias/oms-llama-a-naciones-a-desplegar-mayores-esfuerzos-respuesta-contra-covid-19/#.Xyb4s4pKiT8
[2] http://avn.info.ve/node/488045
[2] https://actualidad.rt.com/actualidad/362008-voluntarios-recibir-vacuna-rusa-covid-inmunidad
[2] https://mazo4f.com/padrino-lopez-un-pais-bloqueado-aumenta-sus-capacidades-de-hospitalizacion-contra-el-covid-19
[1] https://bit.ly/30nebWi
[1] https://bit.ly/3frV29P
[1] https://mazo4f.com/centro-ruso-vector-planea-producir-vacuna-contra-el-covid-19-en-noviembre
[1] http://www.minci.gob.ve/rusia-iniciaria-en-octubre-vacunacion-masiva-contra-la-covid-19/
[1] http://www.minci.gob.ve/estas-son-las-tareas-instruidas-por-el-presidente-maduro-para-frenar-avance-del-covid-19-en-el-pais/

Top URLs in Tweet in G5:
[6] https://saraacarter.com/texas-downgrades-covid-19-deaths-after-automation-error/
[1] https://swprs.org/on-the-treatment-of-covid-19/
[1] https://twitter.com/i/events/1272570857022320645
[1] https://twitter.com/i/events/1288671988806897667
[1] https://www.detroitnews.com/story/news/local/michigan/2020/07/02/michigan-henry-ford-health-study-finds-hydroxychloroquine-lowers-covid-19-death-rate/5365090002/
[1] https://trib.al/hQ9hlHH

Top URLs in Tweet in G6:
[2] https://www.nytimes.com/2020/08/01/opinion/sunday/mail-voting-covid-2020-election.html?smid=tw-share
[2] https://www.nytimes.com/2020/08/01/world/coronavirus-covid-19.html?smid=tw-share
[1] https://on.msnbc.com/2DuByo4
[1] https://on.msnbc.com/3hZWUsm
[1] https://www.washingtonpost.com/nation/2020/08/01/schools-reopening-coronavirus-arizona-superintendent/?arc404=true&p9w22b2p=b2p22p9w00098&no_nav=true&tid=a_classic-iphone
[1] https://www.usatoday.com/story/news/politics/elections/2020/07/31/coronavirus-trump-meets-with-sheriffs-infected-colleague/5560860002/
[1] https://www.newsweek.com/tennessee-teachers-mock-funeral-schools-covid-1521247?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1596205799
[1] https://www.ajc.com/news/atlanta-news/covid-cases-exposure-have-260-gwinnett-school-employees-not-working/RVZP4UFBPFHDNJJ73MNUFIKEPY/
[1] https://www.news4jax.com/weather/2020/08/01/tropical-storm-warnings-for-flagler-st-johns-as-hurricane-isaias-nears-florida/?__vfz=medium%3Dsharebar

Top URLs in Tweet in G7:
[1] https://www.usatoday.com/story/opinion/2020/08/04/trump-ignores-covid-deaths-need-for-national-strategy-column/5574327002/
[1] https://www.cardinus.com/insights/covid-19-hs-response/the-science-behind-physical-distancing/
[1] https://www.theglobeandmail.com/canada/article-next-flu-season-expected-to-be-mild-due-to-covid-19-measures/?utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[1] https://www.theglobeandmail.com/canada/article-after-64-years-married-covid-takes-a-toll-on-one-couple-in-long-term/?cmpid=rss&utm_source=dlvr.it&utm_medium=twitter
[1] https://www.nytimes.com/2020/08/03/health/coronavirus-tuberculosis-aids-malaria.html
[1] https://www.nytimes.com/2020/08/01/opinion/sunday/mail-voting-covid-2020-election.html?referringSource=articleShare
[1] https://twitter.com/aslavitt/status/1289648069160697856

Top URLs in Tweet in G8:
[1] https://bit.ly/2WKvyhy
[1] https://www.pscp.tv/w/cfahqDE4NDExOTN8MU9kS3JXWVFPcnpHWJEOteIYbHuRlAKCh0BON0L_hSbzjilqxGkrrzhFTTAe?s=09
[1] https://twitter.com/doctormacias/status/1270918072917004289
[1] https://covid19.cdmx.gob.mx/storage/app/media/Reportes
[1] CSP/CS_2GOSTO_compressed.pdf
[1] https://www.unotv.com/estados/puebla/puebla-muere-de-covid-medico-rechazado-de-hospital-dono-5-mil-caretas/

Top URLs in Tweet in G9:
[2] https://trib.al/cTBbHAV
[2] https://trib.al/BJXD2sF
[2] https://trib.al/GELsSAF
[2] https://www.theguardian.com/commentisfree/2020/aug/02/covid-19-coronavirus-us-economy-donald-trump-republicans?utm_term=Autofeed&CMP=twt_gu&utm_medium&utm_source=Twitter#Echobox=1596345541
[1] https://www.unwomen.org/en/news/in-focus/in-focus-gender-equality-in-covid-19-response/violence-against-women-during-covid-19
[1] https://bit.ly/3fnPwoZ
[1] https://twitter.com/antonioguterres/status/1290500206572666881
[1] https://bbc.in/2PhlwjI
[1] https://www.unwomen.org/en/news/stories/2020/7/feature-yemen-covid-amidst-armed-conflict
[1] https://www.theguardian.com/education/2020/jul/30/women-put-careers-on-hold-to-home-school-during-uk-covid-19-lockdown

Top URLs in Tweet in G10:
[2] https://www.hindustantimes.com/bollywood/amitabh-bachchan-tests-negative-for-covid-19-discharged-from-hospital-says-abhishek-bachchan/story-tlopf92VLXRg7my6iMbUOP.html
[2] https://www.dnaindia.com/bollywood/photo-gallery-amitabh-bachchan-back-home-in-ambulance-after-testing-negative-for-covid-19-2835517
[1] https://liveupdates.hindustantimes.com/india/coronavirus-india-world-latest-news-covid-19-death-toll-august-2-2020-21596331816989.html
[1] https://www.muniavas.com/31478

Top Domains
Top Domains in Tweet in Entire Graph:
[352] twitter.com
[78] bit.ly
[78] theguardian.com
[64] com.br
[63] co.uk
[40] youtube.com
[35] nypost.com
[35] trib.al
[31] newsweek.com
[31] reuters.com

Top Domains in Tweet in G1:
[100] twitter.com
[21] theguardian.com
[13] com.br
[11] co.uk
[10] instagram.com
[9] buzzfeed.com
[8] msn.com
[7] nytimes.com
[7] youtube.com
[4] cnn.com

Top Domains in Tweet in G2:
[8] twitter.com
[4] theguardian.com
[4] smartdissent.com
[4] trib.al
[2] arcgis.com
[2] usatoday.com
[2] saes.org
[2] theepochtimes.com
[2] talkingpointsmemo.com
[1] wric.com

Top Domains in Tweet in G3:
[10] twitter.com
[10] ndtv.com
[9] republicworld.com
[6] toi.in
[3] indiatoday.in
[3] india.com
[2] nbt.in
[1] bit.ly
[1] indiatvnews.com
[1] pscp.tv

Top Domains in Tweet in G4:
[19] mazo4f.com
[11] gob.ve
[8] bit.ly
[4] rt.com
[4] globovision.com
[3] twitter.com
[2] org.ve
[2] info.ve
[1] pscp.tv

Top Domains in Tweet in G5:
[6] saraacarter.com
[3] twitter.com
[2] trib.al
[1] swprs.org
[1] nih.gov
[1] detroitnews.com

Top Domains in Tweet in G6:
[6] thedailybeast.com
[5] msnbc.com
[4] nytimes.com
[1] bit.ly
[1] washingtonpost.com
[1] usatoday.com
[1] newsweek.com
[1] ajc.com
[1] news4jax.com

Top Domains in Tweet in G7:
[6] usatoday.com
[5] theglobeandmail.com
[4] nytimes.com
[2] newsweek.com
[1] texastribune.org
[1] trib.al
[1] mississauga.ca
[1] wapo.st
[1] nyti.ms
[1] s.id

Top Domains in Tweet in G8:
[5] gob.mx
[2] twitter.com
[1] dw.com
[1] mvsnoticias.com
[1] imf.org
[1] bit.ly
[1] pscp.tv
[1] unotv.com

Top Domains in Tweet in G9:
[8] trib.al
[5] cnn.it
[4] theguardian.com
[2] unwomen.org
[1] umn.edu
[1] bddy.me
[1] coronavirusandtheeconomy.com
[1] sdg4education2030.org
[1] bit.ly
[1] twitter.com

Top Domains in Tweet in G10:
[8] hindustantimes.com
[2] dnaindia.com
[1] muniavas.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[536] covid_19
[347] covid19
[249] covid
[157] coronavirus
[68] amitshah
[36] venezuela
[32] regresoseguroalapatria
[28] covid__19
[24] hrdpostponejee_neet
[22] 2ago



Top Hashtags in Tweet in G1:
[94] covid_19
[36] covid19
[34] coronavirus
[22] covid
[18] amitshah
[9] qanda
[5] corona
[4] covid19india
[4] covid19papers
[4] sarscov2

Top Hashtags in Tweet in G2:
[12] covid_19
[10] covid19
[5] coronavirus
[5] covid
[4] covidiots
[3] trumphasnoplan
[3] smartdissent
[3] cina
[2] notmychild
[2] keepyourchildhome

Top Hashtags in Tweet in G3:
[21] covid
[21] hrdpostponejee_neet
[19] covid_19
[16] covid19
[12] cancelcompartment
[11] amitshah
[8] coronavirus
[8] getwellsoonamitshah
[7] postponejee_neetsept
[6] who

Top Hashtags in Tweet in G4:
[27] regresoseguroalapatria
[24] covid_19
[16] atenciónysaludparatodos
[16] covid
[15] infoiaim
[13] 2ago
[11] protegetusalud
[10] diosdadopalantevenceremos
[8] venezuela
[8] 4ago

Top Hashtags in Tweet in G5:
[3] covid19
[1] killercuomo
[1] mustwatch

Top Hashtags in Tweet in G6:
[24] covid
[5] coronavirus
[3] covid19
[1] covidiots
[1] coronaviruspandemic

Top Hashtags in Tweet in G7:
[2] covid_19
[1] compassionaterelease4reality
[1] covid19
[1] influenza
[1] flushot

Top Hashtags in Tweet in G8:
[10] covid_19
[6] covid
[3] covidiotas
[2] texas
[2] california
[2] brasil
[2] perú
[2] méxico
[2] chile
[2] colombia

Top Hashtags in Tweet in G9:
[11] covid19
[3] zimbabwelivesmatter
[2] socialprotection
[2] education
[2] ngos
[1] labormarket
[1] germany
[1] globalhealth
[1] actingtogether4education
[1] saveourfuture

Top Hashtags in Tweet in G10:
[3] covid19india
[2] amitabhbachchan
[1] maharashtrafightscorona
[1] covid_19
[1] coronaviruspandemic

Top Words
Top Words in Tweet in Entire Graph:
[7716] covid
[3959] 19
[536] #covid_19
[502] people
[440] trump
[419] positive
[409] more
[388] deaths
[380] cases
[345] #covid19

Top Words in Tweet in G1:
[799] covid
[464] 19
[94] #covid_19
[53] cases
[47] more
[40] trump
[39] people
[38] 2020
[36] #covid19
[35] positive

Top Words in Tweet in G2:
[276] realdonaldtrump
[240] covid
[99] state
[94] governor
[92] made
[92] republicans
[91] night
[90] illegal
[90] late
[90] coup

Top Words in Tweet in G3:
[195] covid
[119] 19
[85] क
[82] र
[72] amitshah
[55] drrpnishank
[51] स
[46] ह
[45] positive
[43] म

Top Words in Tweet in G4:
[149] 19
[137] covid
[53] contra
[44] nicolasmaduro
[34] casos
[27] #regresoseguroalapatria
[26] venezuela
[24] #covid_19
[23] iaim_ve
[21] pacientes

Top Words in Tweet in G5:
[106] covid
[34] 19
[27] nygovcuomo
[26] patients
[25] nursing
[22] homes
[22] government
[22] media
[22] charliekirk11
[21] dc_draino

Top Words in Tweet in G6:
[65] covid
[52] americans
[35] dr
[34] kylegriffin1
[28] fauci
[26] open
[25] mail
[25] told
[24] #covid
[24] arizona

Top Words in Tweet in G7:
[62] covid
[27] 19
[22] aslavitt
[12] nytimes
[12] 000
[10] washingtonpost
[8] update
[8] august
[7] texas
[7] gov

Top Words in Tweet in G8:
[30] covid
[24] 19
[17] salud
[14] lopezobrador_
[14] mil
[14] cifra
[12] oms
[11] hlgatell
[10] #covid_19
[10] 20

Top Words in Tweet in G9:
[39] covid
[29] 19
[17] cnn
[11] school
[11] positive
[11] #covid19
[9] georgia's
[9] largest
[9] district
[9] confirmed

Top Words in Tweet in G10:
[78] covid
[55] discharged
[52] tested
[46] 19
[40] hospital
[37] srbachchan
[36] juniorbachchan
[35] back
[35] home
[34] remain

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3859] covid,19
[195] contra,covid
[175] positive,covid
[148] tested,positive
[120] amit,shah
[100] p15,billion
[100] 19,cases
[93] 19,pandemic
[92] illegal,late
[92] late,night

Top Word Pairs in Tweet in G1:
[451] covid,19
[19] positive,covid
[16] during,covid
[14] contra,covid
[13] 19,pandemic
[11] tests,positive
[11] 19,cases
[10] due,covid
[9] amit,shah
[9] home,minister

Top Word Pairs in Tweet in G2:
[90] illegal,late
[90] late,night
[90] night,coup
[90] coup,nevada
[90] nevada,clubhouse
[90] clubhouse,governor
[90] governor,made
[90] made,impossible
[90] impossible,republicans
[90] republicans,win

Top Word Pairs in Tweet in G3:
[107] covid,19
[28] home,minister
[23] speedy,recovery
[23] shri,amitshah
[22] amitshah,ji
[15] amit,shah
[15] minister,shri
[14] tested,positive
[13] क,र
[13] union,home

Top Word Pairs in Tweet in G4:
[134] covid,19
[44] contra,covid
[15] #covid,19
[14] centro,centinela
[12] batalla,contra
[12] últimas,24
[11] pacientes,asintomáticos
[11] asintomáticos,covid
[11] pdte,nicolasmaduro
[10] 24,horas

Top Word Pairs in Tweet in G5:
[34] covid,19
[22] nursing,homes
[19] patients,nursing
[18] treating,covid
[17] infected,patients
[17] effective,treating
[16] discovered,government
[16] government,media
[16] media,officials
[16] officials,knew

Top Word Pairs in Tweet in G6:
[28] dr,fauci
[24] arizona,superintendent
[24] superintendent,governor
[24] governor,told
[24] told,open
[24] open,miss
[24] miss,funding
[24] funding,covid
[23] gonna,really
[23] really,hard

Top Word Pairs in Tweet in G7:
[27] covid,19
[8] covid,update
[8] update,august
[7] gov,greg
[7] greg,abbott
[6] biden,reset
[6] reset,need
[6] need,covid
[6] covid,70
[6] 70,000

Top Word Pairs in Tweet in G8:
[22] covid,19
[8] personal,salud
[7] 20,fallecidos
[7] fallecidos,covid
[7] 19,venezuela
[7] venezuela,personal
[7] salud,cifra
[7] cifra,altísima
[7] altísima,cifra
[7] cifra,habla

Top Word Pairs in Tweet in G9:
[29] covid,19
[9] georgia's,largest
[9] largest,school
[9] school,district
[9] district,confirmed
[9] confirmed,around
[9] around,260
[9] 260,employees
[9] employees,tested
[9] tested,positive

Top Word Pairs in Tweet in G10:
[46] covid,19
[34] back,home
[32] 3613,tested
[32] tested,covid
[32] covid,discharged
[32] discharged,back
[32] home,solitary
[32] solitary,quarantine
[32] quarantine,grace
[32] grace,almighty

Top Replied-To
Top Replied-To in Entire Graph:
@realdonaldtrump
@drrpnishank
@nygovcuomo
@joebiden
@bolsonarosp
@jamestodaromd
@johncornyn
@amitshah
@cbseindia29
@lrihendry

Top Replied-To in G2:
@realdonaldtrump
@lrihendry
@axios
@tonyxtwo
@taitai78787
@whitehouse
@carkhumjonni
@md_labor
@deplorabledutc1
@rhonda_harbison

Top Replied-To in G3:
@drrpnishank
@amitshah
@cbseindia29
@narendramodi
@hrdministry
@myogioffice
@drhvoffice
@vmahi6
@drharshvardhan
@republic

Top Replied-To in G4:
@mippcivzla

Top Replied-To in G5:
@nygovcuomo
@randpaul
@senschumer
@vp
@dgoldwas
@flinderdude
@steelslat
@iamhereinmich
@ali_sunrose

Top Replied-To in G6:
@kylegriffin1

Top Replied-To in G7:
@jkwan_md
@nytimes
@bbicon
@dorisgrinspun
@martindotero
@dalebeasse
@washingtonpost
@whoopty_doo_da

Top Replied-To in G8:
@samuel_copado
@c5_cdmx
@yeidckol
@gobiernomx
@lopezobrador_

Top Replied-To in G9:
@nickmangwana
@elsam131
@b3ncx12
@matters_travel
@cyrilramaphosa

Top Mentioned
Top Mentioned in Entire Graph:
@realdonaldtrump
@damsuran
@amitshah
@kikopangilinan
@nicolasmaduro
@drrpnishank
@iamjadejackson
@srbachchan
@drsimonegold
@juniorbachchan

Top Mentioned in G1:
@john2iggs
@fireondemand1
@t0adscroak
@mps______
@mikesjw
@cachapachacao
@transportday_
@_bellamour

Top Mentioned in G2:
@realdonaldtrump
@jonathanvswan
@lrihendry
@axios
@joshnbcnews
@eugenegu
@rudygiuliani
@mmpadellan
@gop
@bryonnym

Top Mentioned in G3:
@amitshah
@drrpnishank
@narendramodi
@hrdministry
@republic
@kar_akankshya
@pmoindia
@cbseindia29
@nidhiindiatv
@indiatoday

Top Mentioned in G4:
@nicolasmaduro
@iaim_ve
@conelmazodando
@vtvcanal8
@mippcivzla
@drodriven2
@amelia74698445
@jorgerpsuv
@venvidrio
@cancilleriave

Top Mentioned in G5:
@nygovcuomo
@charliekirk11
@dc_draino
@christianllamar
@ingrahamangle
@vp
@watchchad
@saracarterdc
@stella_immanuel
@breitbartnews

Top Mentioned in G6:
@kylegriffin1
@drjasonjohnson
@msnbc
@yamiche
@thedailybeast
@senatemajldr
@stephenking
@robertcstern
@revdrbarber
@joanneintexas

Top Mentioned in G7:
@aslavitt
@nytimes
@washingtonpost
@globeandmail
@bjwinnerdavis
@fordnation
@apoorva_nyc
@rhonda_seidman
@rnao
@trclosson

Top Mentioned in G8:
@lopezobrador_
@hlgatell
@claudiashein
@dw_espanol
@felixseijasr
@gobiernomx
@ssalud_mx
@lximenezfyvie
@c5_cdmx
@acastagne

Top Mentioned in G9:
@cnn
@antonioguterres
@un
@un_women
@bbcworld
@the_idb
@guardian
@econobservatory
@realdonaldtrump
@cyrilramaphosa

Top Mentioned in G10:
@srbachchan
@juniorbachchan
@httweets
@mybmc
@bmcmumbai
@singhvarun
@vallabhmirror
@lata_mirror
@mumbaipressclub
@dna

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@pulpnews
@tomthunkitsmind
@americanair
@extravzla
@sumariumcom
@lasillarota
@okezonenews
@detikcom

Top Tweeters in G1:
@pulpnews
@extravzla
@okezonenews
@andyvermaut
@iam__network
@ia_regnum
@stigmabase
@ktnewsonline
@eldiario
@libertea2012

Top Tweeters in G2:
@phillip92321
@blisstabitha
@rhonda_harbison
@foxnews
@lrihendry
@perezhilton
@b52malmet
@abc
@rl9631
@tejida

Top Tweeters in G3:
@indiatoday
@ndtv
@theofficialsbi
@indiatvnews
@aajtak
@ashishtrpathi1
@news18india
@the_hindu
@republic
@navbharattimes

Top Tweeters in G4:
@conelmazodando
@vtvcanal8
@partidopsuv
@avnve
@amelia74698445
@yasmi70
@jhonathan1505
@mppeducacion
@hectorluis1975
@will6942

Top Tweeters in G5:
@jhjulian1956
@dcexaminer
@kahlanamnell77
@jeangalvanonly
@nancylchapman
@tajalithaca
@redpillmagamom
@breitbartnews
@christianllamar
@atlantiso1

Top Tweeters in G6:
@fiyasturm
@lauriespoon
@negation2010
@mijomojo1
@thedailybeast
@jjohnsonlaw
@jetballin
@tomcox60
@missk_hak57
@msnbc

Top Tweeters in G7:
@globeandmail
@nytimes
@natricer
@washingtonpost
@rebeccamccoyb1
@dexhinton
@daviddark
@jaffkelauren
@picardonhealth
@hughhewitt

Top Tweeters in G8:
@yordimx
@c5_cdmx
@ferbelaunzaran
@berthisbonita
@borgespedrom
@heraldodemexico
@luzmariachavez1
@chuotorrealba
@oswaldoriosm
@luiscardenasmx

Top Tweeters in G9:
@guardian
@sabcnews
@bbcworld
@cnn
@lynnestactia
@jeannefisher17
@wamagaisa
@norionakatsuji
@bigdontee
@nmeacs

Top Tweeters in G10:
@httweets
@dna
@pandaramvijayn1
@rajeevtiwariind
@arghomondal_
@shreyasmahajan1
@prakashsharma17
@isagardutt
@sunilkumar5956
@urstrulysar