#ddj OR (data journalism), Twitter, 9/6/2021 5:56:12 PM, 261325


FAQ | Problem?

#ddj OR (data journalism)_2021-09-06_08-50-46.xlsx
#ddj OR (data journalism)_2021-09-06_08-50-46.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 06, 2021
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3yRq0SF
@maxcroser
@gurmanbhatia
@nielsdhg
@bassaces1
@paulbradshaw
@toledoluizf
@vprasadmdmph
@jendinnj
@konti_sg
@shadabnazmi

Top hashtags:
#ddj
#journalism
#berlinomat
#dataviz
#data
#datajournalism
#opendata

Description:
Description
The graph represents a network of 2,540 Twitter users whose tweets in the requested range contained "#ddj OR (data journalism)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 06 September 2021 at 15:53 UTC.

The requested start date was Monday, 06 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 7.

The maximum number of tweets collected was 10,000.

The tweets in the network were tweeted over the 6-day, 22-hour, 22-minute period from Monday, 30 August 2021 at 01:08 UTC to Sunday, 05 September 2021 at 23:30 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 : 2540
Unique Edges : 1566
Edges With Duplicates : 3457
Total Edges : 5023
Number of Edge Types : 5
Retweet : 1580
MentionsInRetweet : 2260
Replies to : 187
Mentions : 689
Tweet : 307
Self-Loops : 329
Reciprocated Vertex Pair Ratio : 0.0168269230769231
Reciprocated Edge Ratio : 0.033096926713948
Connected Components : 381
Single-Vertex Connected Components : 107
Maximum Vertices in a Connected Component : 1175
Maximum Edges in a Connected Component : 2857
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.507376
Graph Density : 0.000459136680384428
Modularity : 0.5834
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 2,540 Twitter users whose tweets in the requested range contained "#ddj OR (data journalism)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 06 September 2021 at 15:53 UTC.

The requested start date was Monday, 06 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 7.

The maximum number of tweets collected was 10,000.

The tweets in the network were tweeted over the 6-day, 22-hour, 22-minute period from Monday, 30 August 2021 at 01:08 UTC to Sunday, 05 September 2021 at 23:30 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 : #ddj OR (data journalism)
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:
[284] https://www.economist.com/graphic-detail/coronavirus-excess-deaths-estimates
[143] https://www.metropoles.com/brasil/apenas-1-em-cada-4-alunos-de-colegios-militares-entra-por-processo-seletivo
[20] https://gijn.org/2021/09/03/data-journalism-top-10-fading-immunity-women-losing-work-myanmar-murders-teen-pregnancy-britains-wealth-gap/
[14] https://twitter.com/charles_gaba/status/1433043598640046084
[11] https://careerssearch.bbc.co.uk/jobs/job/Senior-Journalist-Team-Manager-Data-Journalism-Birmingham/55345
[10] https://gijn.org/2021/08/31/top-10-ddj-haos-v-kabule-smert-ot-zhary-bioraznoobrazie-zemli-i-lesnyie-pozhary/
[10] https://careerssearch.bbc.co.uk/jobs/job/Senior-Journalist-Data-Journalism-Content/55334
[9] https://journalismassembly.com/conference/data-bootcamp
[9] https://www.youtube.com/watch?v=ejXvKzIUZY0

[9] https://www.newslaundry.com/fellowship

Top URLs in Tweet in G1:
[277] https://www.economist.com/graphic-detail/coronavirus-excess-deaths-estimates
[1] https://github.com/TheEconomist/covid-19-the-economist-global-excess-deaths-model

Top URLs in Tweet in G2:
[143] https://www.metropoles.com/brasil/apenas-1-em-cada-4-alunos-de-colegios-militares-entra-por-processo-seletivo
[2] https://gijn.org/2021/09/03/data-journalism-top-10-fading-immunity-women-losing-work-myanmar-murders-teen-pregnancy-britains-wealth-gap/
[1] https://gijn.org/2021/08/27/data-journalism-top-10-chaos-at-kabul-airport/
[1] https://careerssearch.bbc.co.uk/jobs/job/Senior-Journalist-Team-Manager-Data-Journalism-Birmingham/55345
[1] https://careerssearch.bbc.co.uk/jobs/job/Senior-Journalist-Data-Journalism-Content/55334

Top URLs in Tweet in G3:
[1] https://www.nbcnews.com/meet-the-press/video/full-fauci-interview-i-m-certain-of-need-for-third-vaccine-dose-119714885555

Top URLs in Tweet in G4:
[6] https://careerssearch.bbc.co.uk/jobs/job/Senior-Journalist-Data-Journalism-Content/55334
[6] https://careerssearch.bbc.co.uk/jobs/job/Senior-Journalist-Team-Manager-Data-Journalism-Birmingham/55345
[4] https://thedataexchange.media/the-state-of-data-journalism/
[3] https://journalismassembly.com/conference/data-bootcamp
[3] https://onlinejournalismblog.com/2021/08/31/using-satellite-data-for-journalism-tips-from-the-experts/
[2] https://careerssearch.bbc.co.uk/jobs/job/Designer-Data-Journalism-Content/55332
[2] https://app.cronycle.com/discovery/topics/data%20driven%20journalism?activeTab=influencers&utm_source=Twitter&utm_medium=tweet&utm_topic=datadrivenjournalism
[2] http://www.edwardtufte.com/tufte/
[1] https://journalismassembly.com/conference/data-bootcamp?utm_content=bufferaa51c&utm_medium=social&utm_source=twitter.com&utm_campaign=ejcsocial&fbclid=IwAR2dpa7AhBXY947AJN1sE_h6EXl8GyXaTpnhJtpD3jhkCxJZqYiuya-SdrY
[1] https://www.jstor.org/stable/j.ctv1qr6smr

Top URLs in Tweet in G5:
[10] https://gijn.org/2021/08/31/top-10-ddj-haos-v-kabule-smert-ot-zhary-bioraznoobrazie-zemli-i-lesnyie-pozhary/
[5] https://gijn.org/2021/09/03/top-10-ddj-snizhenie-immuniteta-bezrabotnyie-zhenschiny-ubiystva-v-myanme-i-podrostkovaya-beremennost/
[5] https://gijn.org/2021/09/03/data-journalism-top-10-fading-immunity-women-losing-work-myanmar-murders-teen-pregnancy-britains-wealth-gap/
[3] http://theoutlier.co.za/newsletter/
[2] https://gijn.org/2021/08/27/data-journalism-top-10-chaos-at-kabul-airport/
[2] https://berthafoundation.org/story/bertha-challenge-fellow-sotiris-sideris/
[1] https://newreporter.org/2021/08/31/chto-takoe-data-zhurnalistika-i-pochemu-ona-nuzhna-vsem-v-centralnoj-azii/
[1] https://gijn.org/2021/08/26/top-10-ddj-marsh-talibov-pogranichnyie-steny-i-korruptsiya-v-kenii/
[1] https://istories.media/investigations/2021/08/05/papa-ya-zadikhayus-pomogi--pochemu-sistema-ekologicheskogo-monitoringa-v-rossii-ne-rabotaet/
[1] https://novayagazeta.ru/articles/2021/08/24/muzhiki-chut-vypili-i-davai-babakhnem

Top URLs in Tweet in G6:
[5] https://gijn.org/2021/09/03/data-journalism-top-10-fading-immunity-women-losing-work-myanmar-murders-teen-pregnancy-britains-wealth-gap/
[4] https://www.rawstory.com/police-officers-capitol-riot/
[2] https://www.ire.org/training/conferences/dbei-symposium/dbei-symposium-registration/
[2] https://www.datatalk.asia/
[2] https://www.rawstory.com/tina-peters-mesa-county-2654891870/
[1] https://jninstitute.org/news/five-reasons-you-cant-miss-gijc21/
[1] https://twitter.com/ember_november/status/1432137699100667904
[1] https://datajournalism.com/read/blog/data-journalism-good-reasons
[1] https://www.tja.or.th/view/activities/radio-tja/1334309
[1] https://skillenhance.in/learn/visualization-for-data-journalism

Top URLs in Tweet in G7:
[3] https://careerssearch.bbc.co.uk/jobs/job/Senior-Journalist-Team-Manager-Data-Journalism-Birmingham/55345
[2] https://careerssearch.bbc.co.uk/jobs/job/Designer-Data-Journalism-Content/55332
[1] https://www.newscareers.co.uk/vacancies/1356/data-and-digital-graphics-editor.html
[1] https://careerssearch.bbc.co.uk/jobs/job/Senior-Journalist-Data-Journalism-Content/55334
[1] https://twitter.com/AnnaFlagg/status/1432377925895086086

Top URLs in Tweet in G8:
[1] https://www.economist.com/graphic-detail/coronavirus-excess-deaths-estimates
[1] http://www.floridahealth.gov/newsroom/2021/08/083121-fdoh-sets-the-record-straight-false-data-claims-miami-herald.pr.html
[1] https://twitter.com/Mdixon55/status/1432719667576066048
[1] https://www.miamiherald.com/news/coronavirus/article253796898.html
[1] https://www.jstor.org/stable/j.ctv1qr6smr

Top URLs in Tweet in G9:
[9] https://www.newslaundry.com/fellowship
[2] https://careerssearch.bbc.co.uk/jobs/job/Journalist-Data-South-Asia-Visual-Journalism/55543
[1] https://careerssearch.bbc.co.uk/jobs/job/Designer-Motion-Designer-South-Asia-Visual-Journalism/55542
[1] https://careerssearch.bbc.co.uk/jobs/job/Software-Engineer-Web-Developer-South-Asia-Visual-Journalism/55541
[1] https://twitter.com/shadabnazmi/status/1428582247939018754
[1] https://library.oapen.org/handle/20.500.12657/47509

Top URLs in Tweet in G10:
[5] https://econ.trib.al/MIy6G0P
[2] https://econ.trib.al/oVXerk7
[1] https://careerssearch.bbc.co.uk/jobs/job/Journalist-Data-South-Asia-Visual-Journalism/55543
[1] https://careerssearch.bbc.co.uk/jobs/job/Software-Engineer-Web-Developer-South-Asia-Visual-Journalism/55541
[1] https://www.economist.com/news/2021/09/03/were-hiring-a-newsletter-editor-in-london
[1] https://twitter.com/MaxCRoser/status/1434228604666368007
[1] https://cmun.it/xhygf5
[1] https://miguelrocawrites.uk/2021/09/03/driven-to-the-edge-of-chaos-and-distraction/
[1] https://careerssearch.bbc.co.uk/jobs/job/Senior-Journalist-Team-Manager-Data-Journalism-Birmingham/55345
[1] https://careerssearch.bbc.co.uk/jobs/job/Senior-Journalist-Data-Journalism-Content/55334

Top Domains
Top Domains in Tweet in Entire Graph:
[285] economist.com
[143] metropoles.com
[83] twitter.com
[49] gijn.org
[41] co.uk
[32] datacenterfrontier.com
[18] verigazeteciligi.com
[18] youtube.com
[16] voxeurop.eu
[11] rawstory.com

Top Domains in Tweet in G1:
[277] economist.com
[1] github.com

Top Domains in Tweet in G2:
[143] metropoles.com
[3] gijn.org
[2] co.uk

Top Domains in Tweet in G3:
[1] nbcnews.com

Top Domains in Tweet in G4:
[15] co.uk
[4] journalismassembly.com
[4] thedataexchange.media
[4] grjenkin.com
[3] onlinejournalismblog.com
[2] gijn.org
[2] datajournalism.com
[2] twitter.com
[2] cronycle.com
[2] edwardtufte.com

Top Domains in Tweet in G5:
[25] gijn.org
[4] co.za
[3] twitter.com
[2] youtube.com
[2] berthafoundation.org
[1] newreporter.org
[1] istories.media
[1] novayagazeta.ru
[1] codeforafrica.org
[1] mailchi.mp

Top Domains in Tweet in G6:
[20] twitter.com
[7] rawstory.com
[5] gijn.org
[4] youtube.com
[3] co.uk
[2] datajournalism.com
[2] nabjcareers.org
[2] ire.org
[2] forbes.com
[2] datatalk.asia

Top Domains in Tweet in G7:
[7] co.uk
[1] twitter.com

Top Domains in Tweet in G8:
[1] economist.com
[1] floridahealth.gov
[1] twitter.com
[1] miamiherald.com
[1] jstor.org

Top Domains in Tweet in G9:
[9] newslaundry.com
[4] co.uk
[1] twitter.com
[1] oapen.org

Top Domains in Tweet in G10:
[7] trib.al
[4] co.uk
[1] economist.com
[1] twitter.com
[1] cmun.it
[1] miguelrocawrites.uk

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[319] ddj
[49] journalism
[46] berlinomat
[36] dataviz
[26] data
[25] datajournalism
[19] opendata
[18] datacenter
[12] covid19
[12] panelfit



Top Hashtags in Tweet in G2:
[143] ddj

Top Hashtags in Tweet in G4:
[15] datajournalism
[15] ddj
[8] osint
[6] datadrivenjournalism
[5] thedataexchangepod
[5] satellite
[3] dataviz
[3] journalism
[2] remotesensing
[2] media

Top Hashtags in Tweet in G5:
[25] ddj
[6] covid19
[4] berthachallenge
[3] dataviz
[3] journalism
[2] thefestivalofdata
[1] датажурналистика
[1] воз
[1] nba
[1] обсе

Top Hashtags in Tweet in G6:
[15] ddj
[7] journalism
[5] dj
[4] techno
[4] borisbrejcha
[4] hightechminimal
[4] ボリスブレッチャ
[4] mix
[3] datajournalism
[3] data

Top Hashtags in Tweet in G7:
[2] journojobs
[2] ddj
[2] data
[2] journalism

Top Hashtags in Tweet in G8:
[1] covid_19
[1] ejuf

Top Hashtags in Tweet in G9:
[2] datajournalism
[2] datafication
[1] openaccess
[1] scicomm

Top Hashtags in Tweet in G10:
[1] ai

Top Words
Top Words in Tweet in Entire Graph:
[1136] data
[1135] journalism
[370] great
[319] #ddj
[305] article
[296] th
[294] really
[287] large
[284] maxcroser
[284] highlighting

Top Words in Tweet in G1:
[277] maxcroser
[277] article
[277] highlighting
[277] large
[277] uncertainties
[277] really
[277] great
[276] th
[2] data
[2] journalism

Top Words in Tweet in G2:
[143] escola
[143] pública
[143] mas
[143] também
[143] não
[143] metropoles
[143] #ddj
[141] lucasmarchesini
[6] top
[6] 10

Top Words in Tweet in G3:
[132] dear
[132] journalism
[132] embarassing
[132] ask
[132] tough
[132] someone
[132] gets
[132] 3rd
[132] dose
[132] gain

Top Words in Tweet in G4:
[81] data
[68] hours
[54] freelance
[52] journalism
[47] week
[37] community
[35] went
[35] help
[35] gurmanbhatia
[34] doing

Top Words in Tweet in G5:
[64] data
[56] в
[43] journalism
[29] 10
[28] gijn
[25] #ddj
[19] топ
[17] на
[17] look
[16] рус

Top Words in Tweet in G6:
[109] data
[96] journalism
[15] #ddj
[14] র
[11] story
[11] more
[10] years
[9] news
[8] media
[8] independent

Top Words in Tweet in G7:
[93] data
[79] journalism
[77] bbc
[73] petesherlock79
[72] job
[71] exciting
[71] plans
[71] create
[71] major
[71] centre

Top Words in Tweet in G8:
[66] reporting
[37] miamiherald
[34] great
[33] christinapushaw
[33] thoroughly
[33] debunked
[33] knew
[33] change
[33] weeks
[33] ago

Top Words in Tweet in G9:
[103] newslaundry
[59] journalism
[56] call
[56] applications
[56] partnership
[56] indiadataporta1
[56] organising
[56] 'data
[56] fellowship'
[47] fo

Top Words in Tweet in G10:
[35] theeconomist
[31] data
[29] recruiting
[29] editor
[29] produce
[29] publish
[29] newsletters
[29] subjects
[29] such
[29] coronavirus

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[409] data,journalism
[284] article,highlighting
[284] highlighting,large
[284] large,uncertainties
[284] uncertainties,really
[284] really,great
[283] maxcroser,article
[283] great,th
[143] escola,pública
[143] pública,mas

Top Word Pairs in Tweet in G1:
[277] article,highlighting
[277] highlighting,large
[277] large,uncertainties
[277] uncertainties,really
[277] really,great
[276] maxcroser,article
[276] great,th

Top Word Pairs in Tweet in G2:
[143] escola,pública
[143] pública,mas
[143] mas,também
[143] também,não
[143] não,metropoles
[143] metropoles,#ddj
[141] lucasmarchesini,escola
[6] top,10
[6] 10,jornalismo
[6] jornalismo,dados

Top Word Pairs in Tweet in G3:
[132] dear,journalism
[132] journalism,embarassing
[132] embarassing,ask
[132] ask,tough
[132] tough,someone
[132] someone,gets
[132] gets,3rd
[132] 3rd,dose
[132] dose,gain
[131] vprasadmdmph,dear

Top Word Pairs in Tweet in G4:
[34] went,freelance
[34] freelance,doing
[34] doing,office
[34] office,hours
[34] hours,couple
[34] couple,hours
[34] hours,week
[34] week,help
[34] help,community
[33] data,journalism

Top Word Pairs in Tweet in G5:
[27] data,journalism
[19] топ,10
[18] #ddj,gijn
[17] в,топ
[12] look,pandemic
[11] gijn,рус
[11] рус,co
[11] 10,журналистики
[11] журналистики,данных
[11] данных,#ddj

Top Word Pairs in Tweet in G6:
[36] data,journalism
[7] raw,story
[7] story,celebrating
[7] celebrating,17
[7] 17,years
[7] years,independent
[7] independent,journalism
[4] data,science
[4] investigative,journalism
[4] journalism,network

Top Word Pairs in Tweet in G7:
[75] data,journalism
[71] bbc,exciting
[71] exciting,plans
[71] plans,create
[71] create,major
[71] major,centre
[71] centre,specialism
[71] specialism,data
[71] journalism,check
[71] check,three

Top Word Pairs in Tweet in G8:
[33] great,reporting
[33] reporting,thoroughly
[33] thoroughly,debunked
[33] debunked,miamiherald
[33] miamiherald,knew
[33] knew,reporting
[33] reporting,change
[33] change,weeks
[33] weeks,ago
[32] christinapushaw,great

Top Word Pairs in Tweet in G9:
[56] call,applications
[56] applications,newslaundry
[56] newslaundry,partnership
[56] partnership,indiadataporta1
[56] indiadataporta1,organising
[56] organising,'data
[56] 'data,journalism
[56] journalism,fellowship'
[47] newslaundry,call
[47] fellowship',fo

Top Word Pairs in Tweet in G10:
[29] theeconomist,recruiting
[29] recruiting,editor
[29] editor,produce
[29] produce,publish
[29] publish,newsletters
[29] newsletters,subjects
[29] subjects,such
[29] such,coronavirus
[29] coronavirus,science
[28] imkevinyoung,theeconomist

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@maxcroser
@metropoles
@lucasmarchesini
@vprasadmdmph
@petesherlock79
@indiadataporta1
@newslaundry
@humboldtuni
@plateauton
@joshtpm

Top Mentioned in G1:
@maxcroser

Top Mentioned in G2:
@metropoles
@lucasmarchesini
@gijnportugues
@paulbradshaw

Top Mentioned in G3:
@vprasadmdmph

Top Mentioned in G4:
@gurmanbhatia
@ejcnet
@paulbradshaw
@datajournalism
@nielsdhg
@walt_jw
@rightrelevance
@jennwebb
@tarakelly

Top Mentioned in G5:
@gijn
@ibwellssociety
@gijnru
@washingtonpost
@outlierafrica
@nytimes
@gijnafrica
@npr
@alastairotter
@code4africa

Top Mentioned in G6:
@aoyamakawaraban

Top Mentioned in G7:
@petesherlock79
@thetimes
@ryanleewatts
@th
@walt_jw
@ejcnet
@annaflagg
@halima_begum
@runnymedetrust

Top Mentioned in G8:
@miamiherald
@christinapushaw
@ufjschool
@cynthiabarnett
@harrisalexc
@bikeprof
@maxcroser
@healthyfla
@vprasadmdmph
@kylamb8

Top Mentioned in G9:
@indiadataporta1
@newslaundry
@shadabnazmi
@brunogarcez
@sciencefchange

Top Mentioned in G10:
@theeconomist
@imkevinyoung
@brunogarcez
@bcujournalism
@econdailycharts
@paulbradshaw
@petesherlock79

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@odio_nao
@world_news_eng
@xaelbot
@billm9
@_redfrog
@phillip92321
@bannerite
@ary_antipt
@thehill

Top Tweeters in G1:
@billm9
@sallyrmelb
@dollymad1812
@stunnedvoter
@stlhd100
@corona_ssyt
@hughjaeger
@ppiixx
@e2dot7182818284
@4evrstardancer

Top Tweeters in G2:
@jornalistavitor
@ary_antipt
@trunfim
@marialcab
@warley_lopes
@marcelojgonca
@thiagofc1982
@elisetepena
@macsanto787
@zito2020

Top Tweeters in G3:
@shoshido
@gperdikaris
@sodagrrl
@robertstrokes
@graydaygamer
@fleurdelis30
@emastrro
@petersthoughts
@bigbobdc68
@alycialeah

Top Tweeters in G4:
@s_total_s2
@discord
@sound_of_sirens
@verge
@margymaclibrary
@sejorg
@grjenkin
@pigsonthewing
@albertocairo
@psychemedia

Top Tweeters in G5:
@guardian
@glynmoody
@nytimes
@washingtonpost
@scmpnews
@ft
@pmihail1
@ajenglish
@npr
@mojamesapted

Top Tweeters in G6:
@knittingknots
@biconnections
@hebergementwebs
@mtneedle
@dogetalist
@money_personal
@kathryn24498120
@ninanjira
@cultofnewmedia
@susanoftexas

Top Tweeters in G7:
@thetimes
@texhewson
@emclimited
@davecl42
@mattround
@ellenenders
@viewvalley
@timandraharknes
@robertcorp
@natematias

Top Tweeters in G8:
@madanabhat
@bassaces1
@varadmehta
@macbetty
@johnschreiber8
@miamiherald
@dk_haveaniceday
@walley1027
@tonylimapol
@jendinnj

Top Tweeters in G9:
@angryyoungman55
@ajay97025111
@pramitheus
@ashishsomkuor
@newslaundry
@anniezaidi
@barua_ashish
@gaurav1994r
@mahendra_jain_
@abhinandansekhr

Top Tweeters in G10:
@world_news_eng
@coronaupdatebot
@kingthedarkdhn
@vmrwanda
@theeconomist
@i4u090909
@jccordero28
@septemberifourt
@deduped_economi
@bhavikakapoor5