Coronavirus, Twitter, 1/13/2021 9:49:58 PM, 245517


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Coronavirus_2021-01-13_01-20-52.xlsx
Coronavirus_2021-01-13_01-20-52.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 13, 2021
Short Description:
Coronavirus via NodeXL https://bit.ly/39vgidZ
@spectatorindex
@afp
@nytimes
@ap
@unrulycat2511
@threestarman
@cnn
@alicebahe
@reuters
@who

Top hashtags:
#coronavirus
#covid19
#covid
#sarscov2
#covid_19
#combatealcovid19
#lockdown
#corona
#vaccine
#11ene

Description:
Description
The graph represents a network of 9,850 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 13 January 2021 at 09:40 UTC.

The requested start date was Wednesday, 13 January 2021 at 01:01 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, 4-minute period from Sunday, 10 January 2021 at 13:48 UTC to Tuesday, 12 January 2021 at 13:53 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 : 9850
Unique Edges : 4540
Edges With Duplicates : 12442
Total Edges : 16982
Number of Edge Types : 5
Retweet : 5736
MentionsInRetweet : 6370
Replies to : 354
Mentions : 1538
Tweet : 2984
Self-Loops : 3045
Reciprocated Vertex Pair Ratio : 0.0049198940330516
Reciprocated Edge Ratio : 0.0097916143610344
Connected Components : 2692
Single-Vertex Connected Components : 966
Maximum Vertices in a Connected Component : 1830
Maximum Edges in a Connected Component : 3825
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 7.091375
Graph Density : 8.21130027888116E-05
Modularity : 0.534936
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 9,850 Twitter users whose tweets in the requested range contained "Coronavirus", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 13 January 2021 at 09:40 UTC.

The requested start date was Wednesday, 13 January 2021 at 01:01 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, 4-minute period from Sunday, 10 January 2021 at 13:48 UTC to Tuesday, 12 January 2021 at 13:53 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 : Coronavirus
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:
[67] https://apnews.com/article/election-2020-joe-biden-donald-trump-coronavirus-pandemic-elections-1806ea8dc15a2c04f2a68acd6b55cace
[42] https://www.reuters.com/article/us-health-coronavirus-germany-merkel-idUSKBN29H14T?taid=5ffda7e05dad480001ae0e2c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[37] https://www.focus.de/gesundheit/coronavirus/15-kilometer-grenze-alle-stadt-und-landkreise-denen-jetzt-der-bewegungsradius-droht_id_12838772.html?de
[21] https://www.wionews.com/
[21] https://www.reuters.com/article/health-coronavirus-brazil-sinovac/sinovacs-vaccine-general-efficacy-less-than-60-in-brazil-trial-report-idUSS0N2II02Z
[20] https://limportant.fr/infos-moyen-orient/69/525629
[14] https://trib.al/LCwfsQ0
[13] https://www.gov.uk/coronavirus
[13] https://www.focus.de/gesundheit/coronavirus/15-kilometer-grenze-alle-stadt-und-landkreise-denen-jetzt-der-bewegungsradius-droht_id_12838772.html?86
[11] https://jp.reuters.com/article/health-coronavirus-taiwan-idJPKBN29H0UV?taid=5ffda90d4156da0001be222a&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter

Top URLs in Tweet in G1:
[6] https://www.theguardian.com/us-news/live/2021/jan/11/joe-biden-donald-trump-impeachment-capitol-mike-pence-nancy-pelosi-coronavirus-covid-live-updates?CMP=share_btn_tw
[3] https://www.pagina12.com.ar/316358-como-se-aplica-el-suero-equino-y-cual-es-su-resultado
[3] https://apnews.com/article/election-2020-joe-biden-donald-trump-coronavirus-pandemic-elections-1806ea8dc15a2c04f2a68acd6b55cace
[3] http://hispanosaldia.com/2021/01/11/nuevas-cepas-del-coronavirus-no-afectan-a-la-eficacia-de-sputnik-v/
[3] https://www.diariocontraste.com/2020/04/revisa-aqui-como-es-que-actua-el-coronavirus-hasta-matar-a-una-persona/
[3] https://www.usatoday.com/story/news/health/2021/01/11/amid-coronavirus-flu-cases-record-low/4127197001/
[3] https://www.reuters.com/article/us-usa-climatechange-emissions/coronavirus-causes-largest-u-s-greenhouse-gas-emissions-drop-since-world-war-two-report-idUSKBN29H19O
[2] https://www.chicagotribune.com/coronavirus/fl-ne-miami-doctor-vaccine-death-20210107-afzysvqqjbgwnetcy5v6ec62py-story.html
[2] https://twitter.com/spectatorindex/status/1348264576408637440
[2] https://www.gov.uk/government/publications/coronavirus-covid-19-maintaining-educational-provision/guidance-for-schools-colleges-and-local-authorities-on-maintaining-educational-provision

Top URLs in Tweet in G2:
[3] https://www.lavozdeasturias.es/noticia/asturias/2021/01/12/originaron-22-brotes-coronavirus-detectados-asturias-navidades/00031610452632156782641.htm
[2] https://www.express.co.uk/news/uk/1381748/coronavirus-news-snowball-fine-west-mercia-police-lockdown-fixed-penalty-notice-latest-ont
[1] https://ourworldindata.org/coronavirus-data-explorer?zoomToSelection=true&time=2020-03-01..latest&country=FRA~ESP~ITA~DEU®ion=World&vaccinationsMetric=true&interval=smoothed&perCapita=true&smoothing=7&pickerMetric=population&pickerSort=desc
[1] https://ourworldindata.org/coronavirus-data-explorer?zoomToSelection=true&time=2020-11-09..latest&country=IRL~CZE~GBR~SVN~ISR~PAN~USA~SWE~LTU~PRT®ion=World&casesMetric=true&interval=smoothed&smoothing=7&perCapita=true&pickerMetric=location&pickerSort=desc
[1] https://www.straitstimes.com/asia/se-asia/malaysia-israel-identify-new-coronavirus-strains

Top URLs in Tweet in G3:
[20] https://www.reuters.com/article/health-coronavirus-brazil-sinovac/sinovacs-vaccine-general-efficacy-less-than-60-in-brazil-trial-report-idUSS0N2II02Z
[1] https://asia.nikkei.com/Spotlight/Coronavirus/Cambodia-shuns-China-s-Sinovac-vaccine-in-favor-of-COVAX-shots
[1] https://www.reuters.com/article/health-coronavirus-brazil-sinovac/sinovacs-vaccine-general-efficacy-less-than-60-in-brazil-trial-report-idUSS0N2II02Z?fbclid=IwAR2h8EiExymQjH1P54DaBwpWE6Du_Gq6eDWjqgJ755L0JxkzfAj6dBMqxPQ

Top URLs in Tweet in G4:
[10] http://www.minci.gob.ve/coronavirus-covid-19/
[9] http://www.minci.gob.ve/the-coronavirus-prevention/
[3] https://mazo4f.com/detectan-en-japon-cuatro-infectados-con-una-nueva-variante-del-coronavirus-importada-desde-brasil
[1] https://www.facebook.com/watch/?v=439839223875047
[1] https://twitter.com/GNB_tachira/status/1343887347465785344/photo/1
[1] https://www.youtube.com/watch?v=I0SKM2D9fHA&feature=youtu.be


Top URLs in Tweet in G5:
[5] https://trib.al/nZVfKyt
[2] https://apnews.com/article/election-2020-joe-biden-donald-trump-coronavirus-pandemic-elections-1806ea8dc15a2c04f2a68acd6b55cace?utm_campaign=SocialFlow&utm_source=Twitter&utm_medium=AP
[1] https://apnews.com/article/us-news-coronavirus-pandemic-8e846e47cd71f39fed71dcd6700d729b?utm_source=Twitter&utm_campaign=SocialFlow&utm_medium=AP
[1] https://apnews.com/article/travel-beijing-coronavirus-pandemic-asia-china-451279849acd9c7174287206c41e0137?utm_medium=AP&utm_source=Twitter&utm_campaign=SocialFlow
[1] https://apnews.com/article/joe-biden-donald-trump-politics-coronavirus-pandemic-amy-klobuchar-bbec5d5f1c351125715eeb7cfb3e0057?utm_medium=AP&utm_campaign=SocialFlow&utm_source=Twitter
[1] https://apnews.com/article/election-2020-joe-biden-donald-trump-coronavirus-pandemic-elections-1806ea8dc15a2c04f2a68acd6b55cace?utm_campaign=SocialFlow&utm_medium=AP&utm_source=Twitter
[1] https://apnews.com/article/yoshihide-suga-tokyo-coronavirus-pandemic-japan-olympic-games-dad73f073a9f60f7578b6434092b748f?utm_campaign=SocialFlow&utm_source=Twitter&utm_medium=AP
[1] https://apnews.com/article/kuala-lumpur-general-elections-elections-coronavirus-pandemic-malaysia-47c476998533a46ec9c34e067a7c7510?utm_medium=AP&utm_source=Twitter&utm_campaign=SocialFlow
[1] https://trib.al/22TLJxF
[1] https://cnn.it/35xGGmh

Top URLs in Tweet in G6:
[21] https://www.wionews.com/
[1] https://www.wionews.com/science/vitamin-d-reduces-coronavirus-mortality-rate-study-356111
[1] https://youtu.be/ETh_dHFSyuQ
[1] https://www.sba.gov/funding-programs/loans/coronavirus-relief-options/paycheck-protection-program
[1] https://www.sba.gov/article/2021/jan/11/sba-re-opens-ppp-community-financial-institutions-first
[1] https://www.sba.gov/ppp
[1] https://twitter.com/ZubyMusic/status/1261616725369421824
[1] https://www.nytimes.com/2021/01/09/arts/fauci-coronavirus-performing-arts.html
[1] https://www.post-gazette.com/news/state/2020/11/29/Pennsylvania-state-Senator-Doug-Mastriano-COVID-19-coronavirus-positive-test-Donald-Trump-meeting/stories/202011290195

Top URLs in Tweet in G7:
[2] https://torontosun.com/opinion/columnists/canadian-experts-research-finds-lockdown-harms-are-10-times-greater-than-benefits/wcm/cc911cf4-fb29-4cb7-9f7e-3d39b368fb6f/amp/
[1] https://www.cnn.com/2021/01/11/us/los-angeles-coronavirus-parking-lot-funeral/index.html
[1] https://cnn.it/2MJIDWb
[1] https://cnn.it/2LAntcI
[1] https://cnn.it/38uHDxL
[1] https://cnn.it/2K2elgw
[1] https://trib.al/GS4T0rv
[1] https://cnn.it/3boIOAE
[1] https://cnn.it/3sl86FJ
[1] https://cnn.it/2XwgN1T

Top URLs in Tweet in G8:
[42] https://www.reuters.com/article/us-health-coronavirus-germany-merkel-idUSKBN29H14T?taid=5ffda7e05dad480001ae0e2c&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[10] https://www.reuters.com/article/us-health-coronavirus-novavax-executives-idUSKBN29G1A2?taid=5ffc56654156da00012e0102&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[9] https://www.reuters.com/article/uk-health-coronavirus-israel-vaccine-idUSKBN29F0CH?taid=5ffb061f7bb4b5000181e63f&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[8] https://www.reuters.com/article/us-health-coronavirus-vaccines-germany-idUSKBN29F0BP?taid=5ffb04e47bb4b5000181e63e&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[8] https://www.reuters.com/article/us-health-coronavirus-global-vaccines-idUSKBN29G0TY?taid=5ffc54114156da00012e00fd&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[7] https://www.reuters.com/article/us-health-coronavirus-russia-vaccine-nep-idUSKBN29H10T?taid=5ffda45c4156da0001be2217&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[7] https://www.theguardian.com/world/2021/jan/06/uk-bame-people-how-has-the-coronavirus-pandemic-impacted-you?CMP=share_btn_tw
[6] https://www.reuters.com/article/us-health-coronavirus-usa-capitol-idUSKBN29H0QR?taid=5ffda5865dad480001ae0e1e&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[4] https://www.reuters.com/article/us-health-coronavirus-eu-valneva-idUSKBN29H1AA?taid=5ffda32e8844f30001748e5f&utm_campaign=trueAnthem:+Trending+Content&utm_medium=trueAnthem&utm_source=twitter
[3] https://trib.al/xB2fvTy

Top URLs in Tweet in G9:
[5] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-un-troisieme-variant-du-coronavirus-detecte-au-japon_4253059.html
[2] https://apnews.com/article/health-coronavirus-pandemic-abiy-ahmed-africa-ethiopia-609ab68c670a055db42e80c0ba8e5762
[2] https://www.who.int/emergencies/diseases/novel-coronavirus-2019/advice-for-public/when-and-how-to-use-masks
[2] https://www.deutschland.de/en/news/coronavirus-in-germany-informations?utm_source=TWITTER&utm_medium=en_germany&utm_content=100001780611960%2B&utm_campaign=%5BNews%5D
[2] https://www.ansa.it/sito/videogallery/mondo/2021/01/10/torna-lallarme-virus-in-asia-timori-per-il-capodanno-cinese_dc13844e-0817-40cf-8485-5ade7142161c.html
[2] https://english.mojahedin.org/i/iran-coronavirus-news-199300-deaths-20210109
[1] https://www.francetvinfo.fr/sante/maladie/coronavirus/covid-19-face-a-l-echec-de-l-immunite-collective-la-suede-est-forcee-de-changer-de-strategie_4253573.html
[1] https://www.rfi.fr/en/middle-east/20210111-netanyahu-to-appear-in-court-february-8-for-israel-graft-trial
[1] https://citizen.co.za/news/news-world/2417520/german-virus-deaths-top-40000-as-merkel-warns-of-hardest-weeks/
[1] https://clicktotweet.com/Jfdc5+

Top URLs in Tweet in G10:
[2] https://mg.co.za/coronavirus-essentials/2020-09-25-emergency-hospital-gautengs-potential-r500-million-albatross/
[1] https://www.news24.com/news24/africa/news/imf-approves-4875m-aid-to-angola-20210112
[1] https://www.news24.com/news24/southafrica/news/coronavirus-all-the-latest-news-about-covid-19-in-south-africa-and-the-world-20200312
[1] https://www.iol.co.za/news/south-africa/kwazulu-natal/ramaphosa-confirms-family-meeting-at-8pm-today-d08f76c8-1e15-46d4-9da1-242b3c407b60

Top Domains
Top Domains in Tweet in Entire Graph:
[271] reuters.com
[236] co.uk
[157] twitter.com
[102] apnews.com
[77] trib.al
[76] com.ar
[75] com.br
[69] nytimes.com
[66] bit.ly
[60] gov.uk

Top Domains in Tweet in G1:
[55] twitter.com
[49] co.uk
[35] com.ar
[25] reuters.com
[21] theguardian.com
[17] nytimes.com
[15] com.br
[15] apnews.com
[15] cnn.com
[13] patch.com

Top Domains in Tweet in G2:
[3] lavozdeasturias.es
[2] ourworldindata.org
[2] co.uk
[1] straitstimes.com

Top Domains in Tweet in G3:
[21] reuters.com
[1] nikkei.com

Top Domains in Tweet in G4:
[19] gob.ve
[3] mazo4f.com
[1] facebook.com
[1] twitter.com
[1] youtube.com

Top Domains in Tweet in G5:
[9] apnews.com
[6] trib.al
[2] cnn.it
[2] com.au
[1] bit.ly
[1] thehill.com

Top Domains in Tweet in G6:
[22] wionews.com
[3] sba.gov
[1] youtu.be
[1] twitter.com
[1] nytimes.com
[1] post-gazette.com

Top Domains in Tweet in G7:
[9] cnn.it
[6] abcn.ws
[3] globalnews.ca
[2] alarabiya.net
[2] torontosun.com
[1] cnn.com
[1] trib.al
[1] dc.gov
[1] reuters.com
[1] tampabay.com

Top Domains in Tweet in G8:
[120] reuters.com
[14] theguardian.com
[3] trib.al
[3] reut.rs
[3] midilibre.fr
[2] cnbc.com
[2] com.br
[1] net.au

Top Domains in Tweet in G9:
[10] francetvinfo.fr
[3] ncr-iran.org
[2] apnews.com
[2] who.int
[2] twitter.com
[2] co.uk
[2] deutschland.de
[2] ansa.it
[2] mojahedin.org
[1] rfi.fr

Top Domains in Tweet in G10:
[3] co.za
[2] news24.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1114] coronavirus
[675] covid19
[92] covid
[68] sarscov2
[59] covid_19
[55] combatealcovid19
[38] lockdown
[32] corona
[31] vaccine
[30] 11ene



Top Hashtags in Tweet in G1:
[187] coronavirus
[92] covid19
[29] covid
[8] lockdown
[8] vaccine
[7] corona
[6] covid_19
[6] news
[5] stayhome
[5] china

Top Hashtags in Tweet in G4:
[49] combatealcovid19
[25] lodijo
[19] publicacionesmippci
[12] flexibilizaciónsegura
[7] 11ene
[7] covid_19
[7] modoactivo
[6] combatientesdigitales
[5] indigenasendefensadelapaz
[5] envideo

Top Hashtags in Tweet in G5:
[2] breaking

Top Hashtags in Tweet in G6:
[2] paycheckprotection
[1] covid19

Top Hashtags in Tweet in G7:
[40] coronavirus
[6] covid19
[2] cnn
[2] indian
[1] sarasidner
[1] pandemic
[1] wearamask
[1] bangkok
[1] ישראל
[1] usa

Top Hashtags in Tweet in G8:
[9] coronavirus
[8] covid19
[3] blanquer
[2] monaco
[2] couvrefeu
[2] lille
[2] bac
[1] reutersnext
[1] covid19france
[1] baccalauréat2021

Top Hashtags in Tweet in G9:
[28] coronavirus
[11] covid19
[11] iran
[9] netanyahu
[9] breaking
[4] covid
[2] merkel
[2] ipanema
[2] bresil
[2] tigraygenocide

Top Hashtags in Tweet in G10:
[9] cyrilramaphosa
[2] familymeeting
[1] coronavirus

Top Words
Top Words in Tweet in Entire Graph:
[4032] coronavirus
[1221] covid
[1114] #coronavirus
[903] 19
[886] น
[675] #covid19
[653] people
[575] ใช
[575] vaccine
[502] uk

Top Words in Tweet in G1:
[511] coronavirus
[187] #coronavirus
[155] covid
[119] 19
[92] #covid19
[51] vaccine
[44] people
[43] cases
[41] casos
[39] more

Top Words in Tweet in G2:
[371] coronavirus
[348] spectatorindex
[219] uk
[210] strain
[209] japan
[209] discovers
[209] similarities
[209] those
[209] discovered
[209] south

Top Words in Tweet in G3:
[795] น
[561] ใช
[395] คซ
[374] ไม
[374] มพ
[374] ชาไม
[212] sinovac
[207] ล
[193] ก
[188] าว

Top Words in Tweet in G4:
[226] coronavirus
[113] nicolasmaduro
[60] venezolano
[58] mippcivzla
[53] contra
[51] pueblo
[50] evitar
[49] contagio
[49] #combatealcovid19
[44] crecimiento

Top Words in Tweet in G5:
[334] ap
[168] capitol
[163] people
[163] 120
[162] more
[156] riot
[156] mob
[155] review
[155] records
[155] charged

Top Words in Tweet in G6:
[173] coronavirus
[122] mask
[122] holes
[122] 000
[121] 100
[121] nanometers
[121] diameter
[121] cloth
[121] times
[121] larger

Top Words in Tweet in G7:
[80] cnn
[71] covid
[71] pope
[63] result
[62] due
[61] francis'
[61] personal
[61] doctor
[61] fabrizio
[61] soccorsi

Top Words in Tweet in G8:
[112] reuters
[70] coronavirus
[57] covid
[44] merkel
[44] sees
[44] lockdown
[44] until
[44] early
[44] april
[44] bild

Top Words in Tweet in G9:
[32] coronavirus
[28] #coronavirus
[21] afp
[18] covid
[17] 19
[15] vaccine
[13] people
[11] minister
[11] #covid19
[11] #iran

Top Words in Tweet in G10:
[216] president
[124] address
[118] nation
[117] developments
[111] covid
[111] 19
[108] response
[105] cyrilramaphosa
[104] ramaphosa
[101] sa

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[854] covid,19
[382] คซ,น
[378] มพ,ชาไม
[378] ชาไม,ใช
[238] strain,coronavirus
[228] tested,positive
[226] uk,south
[216] similarities,those
[216] those,discovered
[216] discovered,uk

Top Word Pairs in Tweet in G1:
[108] covid,19
[26] #covid19,#coronavirus
[21] coronavirus,pandemic
[16] #coronavirus,#covid19
[15] coronavirus,crisis
[14] 12,noon
[14] amid,coronavirus
[13] contra,coronavirus
[13] novo,coronavírus
[13] watch,live

Top Word Pairs in Tweet in G2:
[209] japan,discovers
[209] discovers,strain
[209] strain,coronavirus
[209] coronavirus,similarities
[209] similarities,those
[209] those,discovered
[209] discovered,uk
[209] uk,south
[208] spectatorindex,japan
[119] united,states

Top Word Pairs in Tweet in G3:
[375] คซ,น
[374] มพ,ชาไม
[374] ชาไม,ใช
[207] น,sinovac
[188] ทดลองว,คซ
[187] ฮ,นเซน
[187] นเซน,กร
[187] กร,าว
[187] าว,ไม
[187] ไม,เอาว

Top Word Pairs in Tweet in G4:
[53] contra,coronavirus
[44] crecimiento,lento
[44] lento,ligero
[44] ligero,cifras
[44] cifras,contagio
[44] contagio,coronavirus
[43] pueblo,venezolano
[43] nicolasmaduro,crecimiento
[37] pdte,nicolasmaduro
[31] lucha,contra

Top Word Pairs in Tweet in G5:
[156] 120,people
[155] ap,review
[155] review,records
[155] records,more
[155] more,120
[155] people,charged
[155] charged,otherwise
[155] otherwise,connected
[155] connected,capitol
[155] capitol,riot

Top Word Pairs in Tweet in G6:
[121] coronavirus,100
[121] 100,nanometers
[121] nanometers,diameter
[121] diameter,cloth
[121] cloth,mask
[121] mask,holes
[121] holes,000
[121] 000,times
[121] times,larger
[121] larger,virus

Top Word Pairs in Tweet in G7:
[61] pope,francis'
[61] francis',personal
[61] personal,doctor
[61] doctor,fabrizio
[61] fabrizio,soccorsi
[61] soccorsi,died
[61] died,result
[61] result,complications
[61] complications,due
[61] due,covid

Top Word Pairs in Tweet in G8:
[44] merkel,sees
[44] sees,coronavirus
[44] coronavirus,lockdown
[44] lockdown,until
[44] until,early
[44] early,april
[44] april,bild
[42] covid,19
[42] reuters,merkel
[18] 19,vaccine

Top Word Pairs in Tweet in G9:
[17] covid,19
[9] israeli,prime
[9] prime,minister
[9] minister,benjamin
[9] benjamin,#netanyahu
[9] #netanyahu,appear
[9] appear,court
[9] court,february
[9] february,trial
[9] trial,corruption

Top Word Pairs in Tweet in G10:
[118] address,nation
[111] covid,19
[105] president,cyrilramaphosa
[102] president,ramaphosa
[102] ramaphosa,address
[102] nation,developments
[102] 19,response
[102] response,president
[101] developments,sa
[101] sa,covid

Top Replied-To
Top Replied-To in Entire Graph:
@sarasidnercnn
@james_benedetto
@borisjohnson
@10downingstreet
@tedcruz
@matthancock
@cnn
@rtraister
@folha
@princese_six

Top Replied-To in G1:
@rikicheever

Top Replied-To in G2:
@stanjoealwyn
@spectatorindex

Top Replied-To in G4:
@bcodeltesoro

Top Replied-To in G6:
@senmastriano

Top Replied-To in G7:
@sarasidnercnn
@cnn
@todayshow
@roypascal14

Top Replied-To in G8:
@reuters

Top Replied-To in G9:
@priyankajshukla
@bitistanford

Top Replied-To in G10:
@vercingetorics

Top Mentioned
Top Mentioned in Entire Graph:
@spectatorindex
@unrulycat2511
@ap
@ksorbs
@nicolasmaduro
@reuters
@cyrilramaphosa
@presidencyza
@cnn
@drericding

Top Mentioned in G1:
@woodfordindk
@mariusbubutanu1
@housingitguy
@wissamelamirlb
@propronews
@uwagbale_
@lamartyesaurita

Top Mentioned in G2:
@spectatorindex
@jasebyjason
@redouad
@adrianbarbon
@lopezacunad
@liveedges

Top Mentioned in G3:
@unrulycat2511
@teeratr
@kielsan234

Top Mentioned in G4:
@nicolasmaduro
@mippcivzla
@noti_capital
@conelmazodando
@juana369784
@nicolasmad
@maritamendozar
@drodriven2
@petraysabelina
@vtvcanal8

Top Mentioned in G5:
@ap
@cnni
@jacquesderosier
@australian
@skynewsaust
@conarck
@govparsonmo

Top Mentioned in G6:
@ksorbs
@zubymusic
@richardursomd
@sbagov
@juliovschneider
@senmastriano
@ustreasury
@zacbissonnette

Top Mentioned in G7:
@cnn
@sarasidnercnn
@abc
@todayshow
@girlsreallyrule
@annamajacnn
@globalnews
@spectatorindex
@steventeaster
@alarabiya_eng

Top Mentioned in G8:
@reuters
@guardian
@cnbc
@jschney
@berkeleyjr
@lpldirect
@specialreports
@midilibre
@luisnassif
@spectatorindex

Top Mentioned in G9:
@afp
@who
@franceinfo
@un_etrehumain
@drtedros
@lemondefr
@iran_policy
@france24_en
@time
@france24_fr

Top Mentioned in G10:
@cyrilramaphosa
@presidencyza
@kgmadisa
@news24
@athigeleba
@iol
@thabang_anc
@subz_84
@vercingetorics

Top Tweeters
Top Tweeters in Entire Graph:
@elnacionalweb
@la_patilla
@zazoomblog
@infoitinterno
@jornalistavitor
@extravzla
@sectest9
@tuitsugerido
@losarticulistas
@conelmazodando

Top Tweeters in G1:
@zazoomblog
@infoitinterno
@extravzla
@tuitsugerido
@losarticulistas
@infoitcultura
@elsakekita
@informe21
@freiewelteu
@telesurtv

Top Tweeters in G2:
@scarfizal
@victoriasologub
@amoltikam
@vinodshadija
@saaadmalikk
@manchuriandevil
@liveedges
@neriman1903bj
@subtlerose_xo
@geanalyst

Top Tweeters in G3:
@daw_passion
@hourglass__9
@aonaonb
@beamspy_
@manluheer12fa
@yrprussianblue
@muewo_o
@sodaaaaa__
@hyun_loeyb
@nicesleepers

Top Tweeters in G4:
@conelmazodando
@vtvcanal8
@amelia74698445
@hurtadonorlix
@mppeducacion
@titomara2
@bandre_de
@mippcivzla
@joseepatria
@gabriela_041672

Top Tweeters in G5:
@robre62
@senseof_outrage
@wkndgirl
@bornceo
@ronsupportsyou
@michaelpurvis64
@4296f5e40d5c496
@kenchsden
@fizapathan
@crapanzanorobin

Top Tweeters in G6:
@pauloparmm
@starsparkle_uk
@webb_carrie
@gilcoleman
@elohim_gadol
@sonmanvb
@adamo55f
@ponytaele
@gabssydney26
@malkyc01

Top Tweeters in G7:
@miss_placed_
@steventeaster
@foxnews
@sfdirewolf
@abc
@cnn
@icntoan
@tvanouvelles
@alarabiya_eng
@agitatorsneeded

Top Tweeters in G8:
@meruemgi
@guardian
@reuters
@23alzat
@ken_crichlow
@thouautumn
@nancyrubin
@cnbc
@pablodelamac
@techjunkiejh

Top Tweeters in G9:
@inquirerdotnet
@scheerenberger
@le_figaro
@le_parisien
@raisinaseries
@pouceopposable
@nofrills
@time
@lemondefr
@conandroid

Top Tweeters in G10:
@penxenxe
@news24
@iol
@mailandguardian
@hle_k
@phumlani_prep
@lesedi__ms
@_mbaliiisithole
@tkwazi
@lebone_m