#ddj OR (data journalism), Twitter, 4/6/2020 10:55:46 AM, 224484


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#ddj OR (data journalism)_2020-04-06_03-22-09.xlsx
#ddj OR (data journalism)_2020-04-06_03-22-09.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 06, 2020
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3dYaWJM
@_twitwork
@plateauton
@nytimes
@jornalismodados
@gijn
@albertocairo
@lexfridman
@mrcfhr
@miskaknapek
@michael_kunz

Top hashtags:
#ddj
#coronavirus
#covid19
#dataviz
#ccp
#coronaviurs
#datajournalism

Description:
Description
The graph represents a network of 4,530 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 April 2020 at 10:24 UTC.

The requested date range was from Monday, 30 March 2020 at 00:00 UTC through Monday, 06 April 2020 at 00:00 UTC.

The tweets in the network were tweeted over the 6-day, 13-hour, 42-minute period from Monday, 30 March 2020 at 00:22 UTC to Sunday, 05 April 2020 at 14:05 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 : 4530
Unique Edges : 6191
Edges With Duplicates : 1019
Total Edges : 7210
Number of Edge Types : 4
MentionsInRetweet : 5079
Tweet : 377
Replies to : 312
Mentions : 1442
Self-Loops : 377
Reciprocated Vertex Pair Ratio : 0.013780804150454
Reciprocated Edge Ratio : 0.0271869502638733
Connected Components : 497
Single-Vertex Connected Components : 145
Maximum Vertices in a Connected Component : 1956
Maximum Edges in a Connected Component : 3704
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.629511
Graph Density : 0.00030478101145573
Modularity : 0.831894
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 4,530 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 April 2020 at 10:24 UTC.

The requested date range was from Monday, 30 March 2020 at 00:00 UTC through Monday, 06 April 2020 at 00:00 UTC.

The tweets in the network were tweeted over the 6-day, 13-hour, 42-minute period from Monday, 30 March 2020 at 00:22 UTC to Sunday, 05 April 2020 at 14:05 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 : #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:
[38] https://www.nytimes.com/interactive/2020/04/03/us/coronavirus-stay-home-rich-poor.html?referringSource=articleShare
[32] https://gijn.org/2020/04/02/data-journalism-top-10-social-distancing-interactive-epidemic-modeling-germanys-low-death-rate-and-zuckerburg-tiktok-video/
[25] http://www.thefunctionalart.com/2020/04/special-issue-of-information-design.html
[24] https://veribulteni.voyd.org.tr/koronavirus-takip/
[17] https://medium.com/bbc-visual-and-data-journalism/how-the-bbc-visual-and-data-journalism-team-works-with-graphics-in-r-ed0b35693535
[12] https://veribulteni.voyd.org.tr/
[10] https://flowingdata.com/2020/04/02/social-distancing-isnt-available-for-everyone/
[8] https://datajournalism.com/read/longreads/simulating-a-pandemic
[8] https://flowingdata.com/2020/03/18/how-to-flatten-the-curve-a-social-distancing-simulation/
[8] https://www.propublica.org/article/early-data-shows-african-americans-have-contracted-and-died-of-coronavirus-at-an-alarming-rate

Top URLs in Tweet in G2:
[27] https://gijn.org/2020/04/02/data-journalism-top-10-social-distancing-interactive-epidemic-modeling-germanys-low-death-rate-and-zuckerburg-tiktok-video/
[7] https://www.tagesschau.de/inland/johns-hopkins-uni-corona-zahlen-101.html
[6] https://twitter.com/adamplayford/status/1244048209896448000
[2] https://interaktiv.tagesspiegel.de/lab/karte-sars-cov-2-in-deutschland-landkreise/
[2] https://interaktiv.tagesspiegel.de/lab/die-globale-verbreitung-des-coronavirus-im-zeitverlauf/
[2] https://gijn.org/2020/03/26/data-journalism-top-10-covid-19s-spread-death-rates-and-curve-flattening-the-shape-of-dreams-transphobia-tracking/
[1] https://twitter.com/stuartathompson/status/1242959826541596672
[1] https://www.abc.net.au/news/2020-03-26/coronavirus-covid19-global-spread-data-explained/12089028?nw=0&pfmredir=sm
[1] https://twitter.com/jangeorgplavec/status/1246099795674107905
[1] https://twitter.com/tagesschau/status/1245236118116806656

Top URLs in Tweet in G3:
[7] https://brasil.io:443/
[2] https://twitter.com/PedroAGuerr/status/1245725030467633152
[2] https://www.nationalgeographic.com/history/2020/03/how-cities-flattened-curve-1918-spanish-flu-pandemic-coronavirus/#close
[1] https://twitter.com/i/web/status/1244424436792557575
[1] https://twitter.com/i/web/status/1246327084005367808
[1] https://twitter.com/i/web/status/1245436292411916288
[1] https://twitter.com/i/web/status/1246746397761814529
[1] https://twitter.com/i/web/status/1246658450354065418
[1] https://twitter.com/i/web/status/1246583717340086273
[1] https://twitter.com/i/web/status/1246580560014839809

Top URLs in Tweet in G4:
[24] https://veribulteni.voyd.org.tr/koronavirus-takip/
[12] https://veribulteni.voyd.org.tr/
[10] https://flowingdata.com/2020/04/02/social-distancing-isnt-available-for-everyone/
[8] https://flowingdata.com/2020/03/18/how-to-flatten-the-curve-a-social-distancing-simulation/
[6] http://the-shape-of-dreams.com
[6] https://datajournalism.com/read/longreads/simulating-a-pandemic
[5] http://hasselfallas.com/2020/03/23/cuatro-graficos-para-seguir-el-impacto-del-covid-19-en-costa-rica/
[5] https://www.ft.com/coronavirus-latest
[5] https://www.propublica.org/article/early-data-shows-african-americans-have-contracted-and-died-of-coronavirus-at-an-alarming-rate
[3] https://the-shape-of-dreams.com/#/

Top URLs in Tweet in G5:
[2] https://www.theepochtimes.com/rubio-says-media-reports-claiming-us-has-most-covid-19-cases-is-bad-journalism_3290543.html
[1] https://buff.ly/2UHI6EE

Top URLs in Tweet in G6:
[1] https://twitter.com/zcreativelabs/status/1244691254874644481

Top URLs in Tweet in G7:
[1] https://www.nytimes.com/interactive/2020/04/02/us/coronavirus-social-distancing.html?action=click&module=Top%20Stories&pgtype=Homepage
[1] https://twitter.com/JustinTPickett/status/1245229919048794116
[1] https://github.com/nytimes/covid-19-data
[1] https://twitter.com/basia745/status/1246362319162167301
[1] https://www.nytimes.com/interactive/2020/04/02/us/coronavirus-social-distancing.html?action=click
[1] https://twitter.com/arturgalocha/status/1246395566994718721
[1] https://www.nytimes.com/interactive/2020/04/03/us/coronavirus-stay-home-rich-poor.html
[1] https://twitter.com/nytimes/status/1246543122579980290

Top URLs in Tweet in G8:
[6] http://efarmnewsar.com/2020-02-26/agtrace-the-software-that-helps-with-food-traceability.html?utm_source=NoticiasDeCampo&utm_medium=twitter
[3] http://efarmnewsar.com/2020-02-11/efarmnewsar-summary-2019-taxes.html
[3] http://efarmnewsar.com/categoria/agpedia
[2] https://www.nytimes.com/interactive/2020/04/02/us/coronavirus-social-distancing.html
[2] https://public.flourish.studio/visualisation/1693007/
[1] https://medium.com/@marieelisabethmueller/why-the-foresight-trend-is-a-paradigm-shift-in-media-science-and-interconnected-with-6-new-523aa248eef5?source=friends_link&sk=f64a10511638f41b5a17802e3aa338d5
[1] https://www.nytimes.com/interactive/2020/04/03/us/coronavirus-county-epidemics.html?smid=tw-nytimes&smtyp=cur
[1] https://twitter.com/nytimes/status/1246246463602073600
[1] https://www.opendemocracy.net/en/5050/join-our-tracking-backlash-project-apply-be-our-us-investigative-editor/
[1] https://twitter.com/mehdirhasan/status/1246586099981574151

Top URLs in Tweet in G10:
[5] https://www.google.com/maps/d/drive?state=%7B%22ids%22:%5B%221WHAvr-azOXXauMQSb_sE8UhrA5p4IJDa%22%5D,%22action%22:%22open%22,%22userId%22:%220%22%7D&usp=sharing
[4] https://projekte.sueddeutsche.de/artikel/wissen/coronavirus-die-wucht-der-grossen-zahl-e575082/
[3] http://abcxyz.de/2020/04/01/corona-karte-der-intensivbetten/
[2] https://twitter.com/gnutiez/status/1246169893181034502
[2] https://www.google.com/maps/d/viewer?mid=1WHAvr-azOXXauMQSb_sE8UhrA5p4IJDa&ll=48.978216511147124%2C10.359524643095483&z=8
[2] https://benedict-witzenberger.de/wordpress/2020/04/03/wie-datenjournalisten-ueber-das-coronavirus-berichten/
[1] https://www.google.com/maps/d/embed?mid=1WHAvr-azOXXauMQSb_sE8UhrA5p4IJDa
[1] https://www.schwaebische.de/ueberregional/politik_artikel,-medienforscher-klaus-meier-wir-erleben-eine-art-sternstunde-f%C3%BCr-regionalen-journalismus-_arid,11208511.html
[1] https://www.figma.com/file/h5JEzCaxSBXI89VvDiwp79/DATENLAGE_COVID19_DTL_V1
[1] https://www.divi.de/register/intensivregister

Top Domains
Top Domains in Tweet in Entire Graph:
[336] twitter.com
[60] nytimes.com
[45] gijn.org
[41] org.tr
[31] thefunctionalart.com
[30] medium.com
[22] co.uk
[20] flowingdata.com
[18] google.com
[16] datacenterfrontier.com

Top Domains in Tweet in G2:
[29] gijn.org
[9] twitter.com
[7] tagesschau.de
[5] tagesspiegel.de
[3] net.au
[1] swr.de
[1] datajournalism.com
[1] soundcloud.com
[1] spiegel.de
[1] cplusj.org

Top Domains in Tweet in G3:
[187] twitter.com
[7] brasil.io
[2] nationalgeographic.com
[1] com.br
[1] novonoticias.com
[1] globo.com
[1] nytimes.com
[1] nationalgeographic.org
[1] thecustomizewindows.com

Top Domains in Tweet in G4:
[41] org.tr
[20] flowingdata.com
[15] twitter.com
[9] the-shape-of-dreams.com
[9] ft.com
[6] verigazeteciligi.com
[6] datajournalism.com
[5] hasselfallas.com
[5] propublica.org
[2] google.com

Top Domains in Tweet in G5:
[2] theepochtimes.com
[1] buff.ly

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[4] twitter.com
[3] nytimes.com
[1] github.com

Top Domains in Tweet in G8:
[42] twitter.com
[12] efarmnewsar.com
[10] nytimes.com
[5] medium.com
[5] comm-studies.com
[3] niemanlab.org
[2] google.com
[2] bbc.com
[2] flourish.studio
[2] reddit.com

Top Domains in Tweet in G10:
[8] google.com
[5] twitter.com
[5] stuttgarter-zeitung.de
[4] sueddeutsche.de
[3] abcxyz.de
[2] benedict-witzenberger.de
[1] schwaebische.de
[1] figma.com
[1] divi.de
[1] noz.de

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[938] ddj
[184] coronavirus
[177] covid19
[159] dataviz
[135] ccp
[127] coronaviurs
[108] datajournalism
[104] ccpvirus
[86] periodismodedatos
[84] visualjournalism



Top Hashtags in Tweet in G2:
[124] coronaviurs
[73] ddj
[38] coronavirus
[33] tiktok
[31] markzuckerberg
[19] covidー19
[18] covid19
[16] dataviz
[7] germany
[6] australia

Top Hashtags in Tweet in G3:
[467] ddj
[12] coronavírus
[7] covid2019
[6] pandemia
[6] genocida
[5] rodaviva
[5] opendata
[5] civictech
[4] coronavirus
[3] diadaextremaimprensa

Top Hashtags in Tweet in G4:
[103] ddj
[73] dataviz
[23] covid19
[17] coronavirus
[16] açıkveri
[12] verigazeteteciliği
[11] geographyteachers
[10] opendata
[10] türkiye
[9] data

Top Hashtags in Tweet in G5:
[135] ccp
[104] ccpvirus
[1] coronavirus

Top Hashtags in Tweet in G6:
[1] coronavirus
[1] ddj
[1] dataviz
[1] coronaviurs

Top Hashtags in Tweet in G7:
[83] ddj
[83] visualjournalism
[82] periodismodedatos
[82] datajournalism
[5] coronavirus
[2] dataviz
[2] journalism
[2] covidー19
[2] fakenews
[1] coronavirusnyc

Top Hashtags in Tweet in G8:
[25] ddj
[25] journalism
[19] data
[10] coronavirus
[9] covid19
[5] jlm319
[4] covid19pandemic
[4] dj
[4] news
[4] china

Top Hashtags in Tweet in G10:
[48] ddj
[35] corona
[22] covid19
[20] dataviz
[14] e2d3
[14] excel
[14] d3js
[14] github
[14] data
[14] datavizualization

Top Words
Top Words in Tweet in Entire Graph:
[2350] Words in Sentiment List#1: Positive
[2511] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[97660] Non-categorized Words
[102521] Total Words
[1840] data
[1733] journalism
[938] #ddj
[514] em
[477] die

Top Words in Tweet in G1:
[406] mailchimp
[404] martingeddes
[317] response
[317] broken
[317] terms
[317] friends
[317] deplatforming
[308] meâ
[307] bâ
[90] journalism

Top Words in Tweet in G2:
[231] die
[178] plateauton
[163] fällen
[132] daten
[124] #coronaviurs
[123] yippie
[123] wochenlangen
[123] tag
[123] nachschichten
[123] schnellsten

Top Words in Tweet in G3:
[511] em
[467] #ddj
[460] dou
[225] dados
[169] jornalismodados
[167] jornalismo
[31] uma
[31] escoladedados
[30] os
[29] metropoles

Top Words in Tweet in G4:
[103] #ddj
[75] data
[73] #dataviz
[69] voydorg
[42] pinardag
[40] journalism
[37] jburnmurdoch
[37] ft
[32] veri
[31] sdbernard

Top Words in Tweet in G5:
[190] marcorubio
[187] sen
[137] reporting
[135] criticized
[135] media
[135] official
[108] data
[104] #ccpvirus
[104] fact
[103] calling

Top Words in Tweet in G6:
[176] time
[175] journalism
[174] professional
[174] investigative
[174] shine
[174] part
[174] humble
[174] opinion
[173] lexfridman
[170] beâ

Top Words in Tweet in G7:
[133] nytimes
[83] #ddj
[83] #visualjournalism
[82] vuelto
[82] hacer
[82] #periodismodedatos
[82] #datajournalism
[82] primera
[82] datos
[81] prosumidorsoc

Top Words in Tweet in G8:
[136] data
[114] journalism
[27] ø
[25] #ddj
[25] #journalism
[19] #data
[17] more
[14] news
[13] people
[13] covid

Top Words in Tweet in G9:
[264] journalism
[133] data
[133] cases
[132] during
[132] coronavirus
[132] yesterday
[132] case
[132] today
[132] extrapolate
[131] gappistanradio

Top Words in Tweet in G10:
[100] die
[48] #ddj
[35] #corona
[26] lorz
[24] fã
[22] #covid19
[20] #dataviz
[18] karte
[15] mal
[15] datenlage

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[536] data,journalism
[458] dou,em
[458] em,#ddj
[320] response,mailchimp
[320] mailchimp,broken
[320] broken,terms
[320] terms,friends
[320] friends,deplatforming
[319] martingeddes,response
[311] deplatforming,meâ

Top Word Pairs in Tweet in G1:
[317] response,mailchimp
[317] mailchimp,broken
[317] broken,terms
[317] terms,friends
[317] friends,deplatforming
[316] martingeddes,response
[308] deplatforming,meâ
[307] meâ,bâ
[89] mailchimp,account
[89] account,suspended

Top Word Pairs in Tweet in G2:
[123] yippie,wochenlangen
[123] wochenlangen,tag
[123] tag,nachschichten
[123] nachschichten,die
[123] die,schnellsten
[123] schnellsten,daten
[123] daten,#coronaviurs
[123] #coronaviurs,fällen
[122] plateauton,yippie
[46] johns,hopkins

Top Word Pairs in Tweet in G3:
[458] dou,em
[458] em,#ddj
[169] jornalismodados,dou
[160] #ddj,jornalismodados
[92] jornalismo,dados
[16] os,dados
[16] dados,núcleo
[16] dados,dados
[15] análise,dados
[15] núcleo,jornalismo

Top Word Pairs in Tweet in G4:
[24] türkiye,koronavirüs
[24] koronavirüs,takip
[24] takip,sayfası
[20] beautiful,#dataviz
[20] #dataviz,financialtimes'
[20] financialtimes',visual
[20] visual,journalist
[20] journalist,bobhaslett
[20] bobhaslett,clearly
[20] clearly,shows

Top Word Pairs in Tweet in G5:
[187] sen,marcorubio
[135] marcorubio,criticized
[135] criticized,media
[103] fact,calling
[102] media,reporting
[102] reporting,#ccp
[102] #ccp,official
[102] official,#ccpvirus
[102] #ccpvirus,data
[102] data,fact

Top Word Pairs in Tweet in G6:
[174] time,professional
[174] professional,investigative
[174] investigative,journalism
[174] journalism,shine
[174] shine,part
[174] part,humble
[174] humble,opinion
[173] lexfridman,time
[170] opinion,beâ
[2] great,way

Top Word Pairs in Tweet in G7:
[82] nytimes,vuelto
[82] vuelto,hacer
[82] hacer,#visualjournalism
[82] #visualjournalism,#ddj
[82] #ddj,#periodismodedatos
[82] #periodismodedatos,#datajournalism
[82] #datajournalism,primera
[82] primera,datos
[81] prosumidorsoc,nytimes
[34] jodiecongirl,nytimes

Top Word Pairs in Tweet in G8:
[47] data,journalism
[12] covid,19
[10] ù,ø
[9] ø,ø
[7] investigative,journalism
[7] #journalism,#data
[6] ø,ù
[5] data,viz
[5] ø,ùšø
[4] data,driven

Top Word Pairs in Tweet in G9:
[132] journalism,during
[132] during,coronavirus
[132] coronavirus,data
[132] data,journalism
[132] journalism,yesterday
[132] yesterday,case
[132] case,today
[132] today,cases
[132] cases,extrapolate
[131] gappistanradio,journalism

Top Word Pairs in Tweet in G10:
[15] die,datenlage
[14] #e2d3,#excel
[14] #excel,add
[14] add,#dataviz
[14] #dataviz,excel
[14] excel,#d3js
[14] #d3js,#github
[14] #github,#data
[14] #data,#datavizualization
[14] #datavizualization,#javascript

Top Replied-To
Top Replied-To in Entire Graph:
@rahulkanwal
@peston
@ranaayyub
@marcorubio
@sagarikaghose
@jburnmurdoch
@maddow
@akmaciver
@nytimes
@yamiche

Top Replied-To in G2:
@plateauton
@remotesynth
@therealpbarry
@pippacrerar
@anaswanson
@maddow
@lportnoy
@dpjanes
@kristenhare
@skynews

Top Replied-To in G4:
@peston
@jburnmurdoch
@maddow
@ericnewcomer
@financialtimes
@evaconstantaras
@amolrajan
@marcwebber
@adamjkucharski
@lzgezwitscher

Top Replied-To in G5:
@marcorubio

Top Replied-To in G7:
@nytimes
@jodiecongirl
@johalifax
@motispark
@comfortablysmug

Top Replied-To in G10:
@cplorenz
@lorz

Top Mentioned
Top Mentioned in Entire Graph:
@mailchimp
@martingeddes
@marcorubio
@plateauton
@lexfridman
@nytimes
@gappistanradio
@jornalismodados
@epochtimeschina
@prosumidorsoc

Top Mentioned in G1:
@mailchimp
@martingeddes

Top Mentioned in G2:
@plateauton
@gijn
@tagesschau
@monachalabi
@tb_times
@swrdata
@_davidmeidinger
@jonasfbb
@abcnews
@mlipsitch

Top Mentioned in G3:
@jornalismodados
@escoladedados
@metropoles
@ijnetportugues
@veramagalhaes
@jairbolsonaro
@raafa_morandi
@afontejor
@_santanathais
@guildagpc

Top Mentioned in G4:
@voydorg
@pinardag
@jburnmurdoch
@financialtimes
@sdbernard
@ft
@demirelsadettin
@bobhaslett
@aydanaloglu
@peston

Top Mentioned in G5:
@marcorubio
@epochtimeschina
@epochtimes
@news_ntd
@martingeddes
@mailchimp

Top Mentioned in G6:
@lexfridman
@mrcfhr
@zcreativelabs
@plateauton

Top Mentioned in G7:
@nytimes
@prosumidorsoc
@soledadobrien
@jodiecongirl
@wibc_ericberman
@fabtext
@franksowa1
@schneiderleonid
@divyasornaraja
@jschifferes

Top Mentioned in G8:
@sirrogate

Top Mentioned in G9:
@gappistanradio

Top Mentioned in G10:
@lorz
@e2d3org
@annabehrend
@jangeorgplavec
@abcxyz_berlin
@marvinoppong
@noz_de
@shz_de
@svzonline
@munichrocker

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@jornalistavitor
@hrblock_21
@solutioneer72
@chidambara09
@threadreaderapp
@inspiteoftrump
@aaroncuddeback
@miltonespinozaf
@chrisbrey1

Top Tweeters in G1:
@marty713
@shirleyringuet5
@eyegloarts
@anzers
@healthmaturesex
@a3auntie
@gkilti
@lattydian
@trumpcat04
@andrearomans828

Top Tweeters in G2:
@skynews
@littlewisehen
@schmidtlepp
@abcnews
@frisch_fish
@euphoriceuler
@tagesspiegel
@tb_times
@olympedegouges
@derspiegel

Top Tweeters in G3:
@jornalistavitor
@chidambara09
@sonia_divinaa
@lucasfelix
@folha
@uolnoticias
@estadao
@uol
@gnatalini
@entwistletx

Top Tweeters in G4:
@gracemurphy2
@las2950
@financialtimes
@ft
@tdgch
@theeconomist
@positive4uk
@boblecentriste
@clancyreports
@briantrice

Top Tweeters in G5:
@miltonespinozaf
@davealvord164
@doctorcara
@drawandstrike
@bamaperry
@freedomconnect_
@mightymouth5413
@jamess020770
@stand4free
@franceschinian2

Top Tweeters in G6:
@cwharlow
@randy_gage
@chazzpm
@patrick70635297
@thephoenixflare
@irinaantony
@kristennetten
@zordaan
@yingjie_c
@cto_maverick

Top Tweeters in G7:
@inspiteoftrump
@mjdelrio
@cece_23spalding
@nytimes
@1luv2
@comfortablysmug
@shayne571
@joshuajreynold1
@justbementalist
@miguel_romera

Top Tweeters in G8:
@occuworld
@mediabot
@roxann_minerals
@b9ace
@bluebay700
@chile_pepper
@ruinmyguts
@electionnewsbay
@momographic
@tyronwilson

Top Tweeters in G9:
@n2r3ndr2
@gurujeegayabh
@saravananmss
@lakshmisrikant7
@subodhsastri
@sanjaymshra
@pokaabhii
@outofofficerg
@badugutelugu
@keerthinarayan8

Top Tweeters in G10:
@aaroncuddeback
@taieb_bot
@mtaege
@ambrowoll
@cptleto
@mayur_shingote
@stz_news
@sz
@a_ka_es
@startupbulletin