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#ddj_2018-05-14_04-56-15.xlsx
#ddj_2018-05-14_04-56-15.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
May 14, 2018
Short Description:
#ddj via NodeXL http://bit.ly/2jSRanY
@albertocairo
@gijn
@fexi
@duc_qn
@puntofisso
@theeconomist
@datajconf
@postgraphics
@warninggraphicc
@bureaulocal

Top hashtags:
#ddj
#dataviz
#data
#opensource
#opendata
#vg
#datajournalism
#switzerland
#graph
#neo4j

Description:
Description
The graph represents a network of 1,041 Twitter users whose tweets in the requested range contained "#ddj", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 14 May 2018 at 11:58 UTC.

The requested date range was from Monday, 07 May 2018 at 00:00 UTC through Monday, 14 May 2018 at 00:00 UTC.

The tweets in the network were tweeted over the 6-day, 12-hour, 35-minute period from Monday, 07 May 2018 at 02:09 UTC to Sunday, 13 May 2018 at 14:44 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 : 1041
Unique Edges : 1529
Edges With Duplicates : 430
Total Edges : 1959
Self-Loops : 212
Reciprocated Vertex Pair Ratio : 0.0390469887491727
Reciprocated Edge Ratio : 0.0751592356687898
Connected Components : 64
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 855
Maximum Edges in a Connected Component : 1642
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.764028
Graph Density : 0.00145015887090815
Modularity : 0.684892
NodeXL Version : 1.0.1.396

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[150] https://datascienceplus.com/how-to-use-paletter-to-automagically-build-palettes-from-pictures/
[32] https://gijn.org/2018/05/10/gijns-data-journalism-top-10-lying-maps-foul-mouthed-moms-and-geek-sauce/
[32] http://vis.occrp.org
[11] http://www.storiesbehindaline.com
[8] http://www.pressgazette.co.uk/trinity-mirror-data-unit-boss-says-it-should-be-the-more-the-merrier-as-huge-amount-of-local-data-still-not-interrogated-properly-by-journalists/
[8] http://www.verigazeteciligi.com/veri-gorsellestirme-katalogu-turkceye-cevrildi/
[7] https://www.washingtonpost.com/graphics/2018/national/trump-voters/?utm_term=.458733464c1e
[7] https://www.nytimes.com/interactive/2018/05/09/nyregion/subway-crisis-mta-decisions-signals-rules.html
[7] http://texty.org.ua/d/2018/amber_eng/
[6] https://www.icfj.org/blogs/data-journalism-project-colombia-tracks-progress-toward-peace

Top URLs in Tweet in G1:
[141] https://datascienceplus.com/how-to-use-paletter-to-automagically-build-palettes-from-pictures/
[2] https://twitter.com/storybench/status/992793545156300800
[2] https://twitter.com/Elijah_Meeks/status/994636410802982912
[1] https://www.washingtonpost.com/graphics/2018/national/trump-voters/?utm_term=.458733464c1e
[1] https://twitter.com/DaveASiegel/status/993954622887944195
[1] https://twitter.com/lisacrost/status/993905018897084416
[1] https://www.nzz.ch/international/polizei-erschiesst-angreifer-in-paris-vier-personen-verletzt-ld.1385287

Top URLs in Tweet in G2:
[28] https://gijn.org/2018/05/10/gijns-data-journalism-top-10-lying-maps-foul-mouthed-moms-and-geek-sauce/
[27] http://vis.occrp.org
[8] http://www.verigazeteciligi.com/veri-gorsellestirme-katalogu-turkceye-cevrildi/
[6] https://www.icfj.org/blogs/data-journalism-project-colombia-tracks-progress-toward-peace
[2] https://ijnet.org/en/blog/journalistic-platform-investigate-crimes-social-leaders-and-fate-former-farc-rebels
[2] http://www.lapazenelterreno.com/
[2] http://gijn.org/2016/06/29/how-one-mexican-data-team-uncovered-the-story-of-4000-missing-women/
[2] https://gijn.org/2018/05/04/top-10-data-journalism-innovative-visualization-data-fellowships-dark-side/
[2] https://gijn.org/2018/04/05/top-10-data-journalism-donut-holes-turkish-data-cop-shootings/
[2] http://datadrivenjournalism.net/featured_projects/migratory_notes_combating_confusing_policies_immigration_stories_data

Top URLs in Tweet in G3:
[7] https://www.nytimes.com/interactive/2018/05/09/nyregion/subway-crisis-mta-decisions-signals-rules.html
[4] https://www.washingtonpost.com/graphics/2018/national/trump-voters/?utm_term=.458733464c1e
[3] https://goo.gl/3Q5PN5?utm_content=buffer7ab03&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.facebook.com/Vox/videos/886193768234893/?hc_ref=ARQtD6GJCm9sm320kUzUJBRKeHdCDj82XozEnj88sTEn2VLSfHK1CojnikpU2h2TeTc
[2] https://twitter.com/SponDiehl/status/993749197185830912
[2] https://warninggraphiccontent.tumblr.com/post/173697432821/8-may-2018
[2] https://warninggraphiccontent.tumblr.com/post/173792033151/11-may-2018
[2] https://warninggraphiccontent.tumblr.com/post/173760381666/10-may-2018
[2] https://warninggraphiccontent.tumblr.com/post/173728840821/9-may-2018
[2] https://twitter.com/gijn/status/994834498985582592

Top URLs in Tweet in G4:
[1] https://datascienceplus.com/how-to-use-paletter-to-automagically-build-palettes-from-pictures/
[1] https://github.com/turicas/salarios-magistrados
[1] https://twitter.com/gabrielacaesar/status/995319834656337920
[1] https://twitter.com/Ashley_J_Kirk/status/994478430518423552
[1] https://knightcenter.utexas.edu/pt-br/blog/00-19634-como-cobrir-eleicoes-sem-errar-curso-online-gratuito-da-anj-e-centro-knight-com-apoio-
[1] https://escoladedados.org/tutoriais/guia-quartz-para-limpeza-de-dados/
[1] http://infograficos.estadao.com.br/politica/eleicoes/2018/o-que-15-mil-tweets-revelam-sobre-seu-candidato/
[1] http://vis.occrp.org

Top URLs in Tweet in G5:
[7] http://texty.org.ua/d/2018/amber_eng/
[5] https://www.swissinfo.ch/eng/high-education---high-price-_which-university-offers-the-best-value-for-money-/44087528?utm_medium=socialflow&utm_content=o&utm_campaign=own-posts&utm_source=Facebook
[2] https://datascienceplus.com/how-to-use-paletter-to-automagically-build-palettes-from-pictures/
[1] https://www.swissinfo.ch/eng/gender-roles-since-1970_how-work-has-evolved-for-switzerland-s-men-and-women/43953426
[1] https://www.swissinfo.ch/fre/le-sexe-des-m%C3%A9tiers_l-%C3%A9volution-des-sexes-au-travail-depuis-1970/43928780
[1] https://www.swissinfo.ch/fre/le-sexe-des-m%C3%A9tiers_l-%C3%A9volution-des-sexes-au-travail-depuis-1970/43928780?utm_medium=socialflow&utm_campaign=own-posts&utm_content=o&utm_source=twitter
[1] https://mailchi.mp/86da0d5a5c01/visualising-gender-equality-at-swiss-workplaces
[1] https://data.occrp.org/
[1] https://datajournalismden.org/matchmaking/data-news-lab-serbia/
[1] https://www.swissinfo.ch/eng/society/gender-roles-since-1970_how-work-has-evolved-for-switzerland-s-men-and-women/43953426#.WvGNEbmAqI4.twitter

Top URLs in Tweet in G6:
[5] http://M.Sc
[5] https://twitter.com/diid_hhu/status/991615393507741696
[4] http://www.firstpythonnotebook.org/virtualenv/index.html
[3] https://medium.com/@Elijah_Meeks/data-visualization-fast-and-slow-d2653d4850b0#---0-167
[2] http://www.mjkeane.info/2018/04/01/using-data-for-the-first-time-a-case-study-lambeth-tree-data/
[2] https://medium.com/@databrit/the-secret-to-becoming-a-better-data-visualization-practitioner-bf94dfe6318e
[2] https://cran.r-project.org/web/packages/tidyr/vignettes/tidy-data.html
[2] http://journals.sagepub.com/doi/pdf/10.1177/1464884918767577
[2] https://medium.com/dig-awards/how-data-journalism-is-changing-investigative-reporting-b0c4c01ad250
[2] https://pulitzercenter.org/blog/open-call-proposals-2018-data-journalism-and-property-rights-grants

Top URLs in Tweet in G7:
[1] http://www.bbc.co.uk/news/resources/idt-sh/the_friday_night_rush
[1] https://twitter.com/Elijah_Meeks/status/994636410802982912
[1] http://www.bbc.co.uk/news/entertainment-arts-43975088?intlink_from_url=http://www.bbc.co.uk/news/topics/cg20vmmp95jt/eurovision-song-contest-2018&link_location=live-reporting-story

Top URLs in Tweet in G8:
[2] http://datadrivenjournalism.net/resources/aesop_story_engine
[2] http://datadrivenjournalism.net/news_and_analysis/how_pakistani_journalists_subvert_danger_and_the_narrative_with_data
[2] https://pulitzercenter.org/blog/open-call-proposals-2018-data-journalism-and-property-rights-grants
[2] http://datadrivenjournalism.net/featured_projects/prescription_drugs_that_kill
[2] https://twitter.com/data2x/status/992129164898693120
[2] https://datascienceplus.com/how-to-use-paletter-to-automagically-build-palettes-from-pictures/
[1] https://challenge.threesixtygiving.org/
[1] https://source.opennews.org/articles/event-roundup-may-7/
[1] http://datadrivenjournalism.net/featured_projects/prescription_drugs_that_kill_the_challenge_of_uncovering_total_deaths_from
[1] https://www.internews.org/sites/default/files/2018-04/Internews_Data_Journalism_AssessmentQuestions_April2018.pdf

Top URLs in Tweet in G9:
[11] http://www.storiesbehindaline.com
[3] https://twitter.com/datajconf/status/993798770482655237
[1] http://datajconf.com/#schedule
[1] http://datajconf.com/
[1] https://datascienceplus.com/how-to-use-paletter-to-automagically-build-palettes-from-pictures/
[1] http://datajconf.com
[1] http://vis.occrp.org
[1] https://twitter.com/Elijah_Meeks/status/994636410802982912
[1] https://www.washingtonpost.com/graphics/2018/national/trump-voters/?utm_term=.458733464c1e
[1] https://www.thetimes.co.uk/edition/news/albanian-gangs-fuel-spread-of-violence-with-crack-cocaine-ck2g5swsp

Top URLs in Tweet in G10:
[1] https://dataharvest.eu/programme/
[1] https://www.thebureauinvestigates.com/local/open-resources
[1] https://andydickinson.net/2018/05/09/google-sheets-make-pivots-easy/

Top Domains
Top Domains in Tweet in Entire Graph:
[150] datascienceplus.com
[67] twitter.com
[48] herodote.net
[47] gijn.org
[35] occrp.org
[18] medium.com
[13] co.uk
[11] storiesbehindaline.com
[9] datadrivenjournalism.net
[9] ouestmedialab.fr

Top Domains in Tweet in G1:
[141] datascienceplus.com
[6] twitter.com
[1] washingtonpost.com
[1] nzz.ch

Top Domains in Tweet in G2:
[35] gijn.org
[29] occrp.org
[8] verigazeteciligi.com
[8] datavizcatalogue.com
[6] icfj.org
[2] ijnet.org
[2] lapazenelterreno.com
[2] datadrivenjournalism.net
[1] washingtonpost.com
[1] br.de

Top Domains in Tweet in G3:
[8] twitter.com
[8] tumblr.com
[7] nytimes.com
[4] washingtonpost.com
[3] goo.gl
[2] medium.com
[2] facebook.com
[2] spiegel.de
[1] firstpythonnotebook.org
[1] gijn.org

Top Domains in Tweet in G4:
[2] twitter.com
[1] datascienceplus.com
[1] github.com
[1] utexas.edu
[1] escoladedados.org
[1] com.br
[1] occrp.org

Top Domains in Tweet in G5:
[9] swissinfo.ch
[7] org.ua
[2] datascienceplus.com
[1] mailchi.mp
[1] occrp.org
[1] datajournalismden.org
[1] datastories.pk
[1] gijn.org
[1] washingtonpost.com

Top Domains in Tweet in G6:
[12] twitter.com
[9] medium.com
[5] sagepub.com
[5] m.sc
[4] firstpythonnotebook.org
[2] mjkeane.info
[2] r-project.org
[2] pulitzercenter.org
[2] co.uk
[2] datastori.es

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

Top Domains in Tweet in G8:
[7] datadrivenjournalism.net
[7] twitter.com
[2] pulitzercenter.org
[2] datascienceplus.com
[1] threesixtygiving.org
[1] opennews.org
[1] internews.org

Top Domains in Tweet in G9:
[11] storiesbehindaline.com
[4] twitter.com
[3] datajconf.com
[1] datascienceplus.com
[1] occrp.org
[1] washingtonpost.com
[1] co.uk
[1] eppela.com

Top Domains in Tweet in G10:
[1] dataharvest.eu
[1] thebureauinvestigates.com
[1] andydickinson.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[523] ddj
[216] dataviz
[70] data
[51] opensource
[51] opendata
[48] vg
[47] datajournalism
[37] switzerland
[31] graph
[28] neo4j



Top Hashtags in Tweet in G1:
[10] ddj
[7] dataviz
[7] infographics
[1] paris
[1] jalalabad

Top Hashtags in Tweet in G2:
[95] ddj
[40] dataviz
[27] lapazenelterreno
[16] verigörselleştirme
[11] data
[9] vg
[7] datajournalism
[6] verigazeteciliği
[5] araç
[4] pazenelterreno

Top Hashtags in Tweet in G3:
[49] ddj
[40] dataviz
[15] pks
[8] opendata
[6] infographics
[4] trump
[3] vg
[3] sankey
[2] datascience
[2] ai

Top Hashtags in Tweet in G4:
[7] ddj
[6] python
[4] pycon
[2] datascience
[2] opendata
[2] dataviz
[1] eleições
[1] limpezadedados
[1] dadosabertos

Top Hashtags in Tweet in G5:
[36] switzerland
[15] ddj
[10] university
[7] machinelearning
[6] dataviz
[6] suisse
[4] datajournalism
[3] equality
[3] égalité
[2] highereducation

Top Hashtags in Tweet in G6:
[67] ddj
[35] dataviz
[32] vg
[11] opendata
[10] datajournalism
[7] python
[6] verigörselleştirme
[4] verigazeteciliği
[3] tools
[3] feinstaub

Top Hashtags in Tweet in G7:
[5] ddj
[3] dataviz
[3] datajconf
[2] lazyweb
[2] rstats
[1] cartography
[1] esri
[1] infographics
[1] eurovision2018

Top Hashtags in Tweet in G8:
[45] ddj
[18] datajournalism
[14] pakistan
[11] dataviz
[11] opendata
[9] solutionjournalism
[9] data
[6] journos
[4] data4good
[2] journo

Top Hashtags in Tweet in G9:
[28] dataviz
[13] ddj
[3] datajconf
[3] infographics
[2] journalism
[2] crowdfunding
[1] suisse
[1] storytelling
[1] datavisualization
[1] vivalalettura

Top Hashtags in Tweet in G10:
[33] data
[5] ddj
[2] opendata
[1] algacc
[1] eijc18
[1] solutionjournalism

Top Words
Top Words in Tweet in Entire Graph:
[589] Words in Sentiment List#1: Positive
[266] Words in Sentiment List#2: Negative
[3] Words in Sentiment List#3: Angry/Violent
[24312] Non-categorized Words
[25167] Total Words
[528] ddj
[227] data
[218] dataviz
[168] albertocairo
[168] projects

Top Words in Tweet in G1:
[143] albertocairo
[142] see
[141] ohhh
[141] r
[141] library
[141] detects
[141] colors
[141] pictures
[141] being
[141] useful

Top Words in Tweet in G2:
[95] ddj
[55] gijn
[49] 10
[47] data
[46] peace
[43] help
[40] top
[40] dataviz
[38] check
[38] out

Top Words in Tweet in G3:
[49] ddj
[40] dataviz
[31] tun
[31] hat
[30] vieles
[30] sicherheit
[15] 3
[15] probleme
[15] pks
[15] sie

Top Words in Tweet in G4:
[50] com
[49] e
[43] dados
[39] os
[33] nataliamazotte
[27] na
[26] tem
[26] curso
[26] online
[26] gratuito

Top Words in Tweet in G5:
[50] duc_qn
[37] switzerland
[36] gender
[35] occupations
[34] segregation
[34] work
[34] remains
[34] widespread
[34] here
[34] shares

Top Words in Tweet in G6:
[67] ddj
[48] data
[35] dataviz
[32] vg
[26] journalism
[21] pinardag
[14] teaching
[12] fexi
[11] opendata
[11] python

Top Words in Tweet in G7:
[56] bbcnews
[53] hour
[53] story
[52] london's
[52] beating
[52] heart
[52] one
[52] test
[52] animations
[52] created

Top Words in Tweet in G8:
[45] ddj
[28] evaconstantaras
[26] data
[26] ddjournalism
[19] datajournalism
[18] local
[16] new
[14] pakistan
[14] brand
[14] emerging

Top Words in Tweet in G9:
[29] fedfragapane
[28] dataviz
[21] datajconf
[20] mia
[20] per
[20] la_lettura
[20] di
[20] questa
[20] settimana
[20] è

Top Words in Tweet in G10:
[42] reporting
[33] we've
[33] opened
[33] up
[33] data
[33] code
[33] guides
[33] resources
[33] find
[33] out

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[150] ohhh,r
[150] r,library
[150] library,detects
[150] detects,colors
[150] colors,pictures
[150] pictures,see
[150] see,being
[150] being,useful
[150] useful,many
[150] many,projects

Top Word Pairs in Tweet in G1:
[141] ohhh,r
[141] r,library
[141] library,detects
[141] detects,colors
[141] colors,pictures
[141] pictures,see
[141] see,being
[141] being,useful
[141] useful,many
[141] many,projects

Top Word Pairs in Tweet in G2:
[40] top,10
[40] 10,ddj
[37] check,out
[27] reporters,behind
[27] investigative,journalists
[24] behind,lapazenelterreno
[23] complex,business
[22] out,vis
[22] vis,dataviz
[22] dataviz,platform

Top Word Pairs in Tweet in G3:
[31] tun,hat
[30] sicherheit,tun
[18] dataviz,ddj
[15] 3,probleme
[15] probleme,pks
[15] pks,sie
[15] sie,misst
[15] misst,vieles
[15] vieles,nichts
[15] nichts,sicherheit

Top Word Pairs in Tweet in G4:
[26] tem,curso
[26] curso,online
[26] online,gratuito
[26] gratuito,novo
[26] novo,centroknightut
[26] centroknightut,na
[26] na,área
[26] área,pra
[26] pra,quem
[26] quem,quer

Top Word Pairs in Tweet in G5:
[34] gender,segregation
[34] segregation,work
[34] work,remains
[34] remains,widespread
[34] widespread,switzerland
[34] switzerland,here
[34] here,shares
[34] shares,men
[34] men,women
[34] women,common

Top Word Pairs in Tweet in G6:
[26] data,journalism
[17] ddj,vg
[13] ddj,dataviz
[12] vg,dataviz
[10] dataviz,opendata
[10] data,visualization
[10] fast,slow
[7] fexi,data
[7] journalism,teaching
[7] teaching,fast

Top Word Pairs in Tweet in G7:
[52] london's,beating
[52] beating,heart
[52] heart,one
[52] one,test
[52] test,animations
[52] animations,created
[52] created,today's
[52] today's,bbcnews
[52] bbcnews,rush
[52] rush,hour

Top Word Pairs in Tweet in G8:
[14] pakistan,new
[14] new,brand
[14] brand,datajournalism
[14] datajournalism,emerging
[14] emerging,evaconstantaras
[14] evaconstantaras,shows
[14] shows,avoiding
[14] avoiding,front
[14] front,page
[14] page,corruption

Top Word Pairs in Tweet in G9:
[20] mia,dataviz
[20] dataviz,per
[20] per,la_lettura
[20] la_lettura,di
[20] di,questa
[20] questa,settimana
[20] settimana,è
[20] è,un'esplorazione
[20] un'esplorazione,visiva
[20] visiva,delle

Top Word Pairs in Tweet in G10:
[33] we've,opened
[33] opened,up
[33] up,data
[33] data,code
[33] code,reporting
[33] reporting,guides
[33] guides,resources
[33] resources,find
[33] find,out
[33] out,dug

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@albertocairo
@gijn
@bbcnews
@benflan
@duc_qn
@bureaulocal
@nataliamazotte
@evaconstantaras
@opensemsearch
@fedfragapane

Top Mentioned in G1:
@albertocairo
@postgraphics
@liararoux
@this_is_rad
@_cingraham
@halukamb

Top Mentioned in G2:
@gijn
@icfj
@fabiolatorres
@zahedasghar
@datastoriespk1
@dagmedyaveri
@rutasconflicto
@eecolombia2020
@theeconomist
@digiday

Top Mentioned in G3:
@chelm
@postgraphics
@albertocairo
@adamrpearce
@patrickstotz
@digitalcampbell
@sdbernard
@voxdotcom
@ftdata
@guardianvisuals

Top Mentioned in G4:
@nataliamazotte
@centroknightut
@turicas
@bramatti
@rodrigomenegat
@ceciliadolago
@gabrielacaesar
@micheltemer
@cnj_oficial
@albertocairo

Top Mentioned in G5:
@duc_qn
@thedennews
@textyorgua
@edjnet
@stekhn
@swissinfo_en
@a
@albertocairo
@gijn
@datastoriespk1

Top Mentioned in G6:
@pinardag
@fexi
@paulbradshaw
@fantaalexx
@republica
@fvcastell
@dagmedyaveri
@bettinafigl
@tanjev
@koehrsen_will

Top Mentioned in G7:
@bbcnews
@benflan
@albertocairo
@datajconf
@cabralens
@theeconomist
@petesherlock79
@ptr_ye
@drzax
@cguibourg

Top Mentioned in G8:
@evaconstantaras
@ddjournalism
@gijn
@pulitzercenter
@internews
@theeconomist
@pbpost
@bahareh360
@albertocairo
@360giving

Top Mentioned in G9:
@fedfragapane
@la_lettura
@datajconf
@turinginst
@tbij
@megan_lucero
@tomaspetricek
@bahareh360
@albertocairo
@duc_qn

Top Mentioned in G10:
@bureaulocal
@algorithmwatch
@evaconstantaras

Top Tweeters
Top Tweeters in Entire Graph:
@germnhernndez16
@ottlegalrebels
@repubblica
@guardian
@vilinthril
@markplackett1
@gis_sharer
@bbcnews
@biconnections
@femiabodunde

Top Tweeters in G1:
@textundblog
@typhonbaalammon
@kamromero
@jenstirrup
@albertocairo
@nholzschuch
@mtanichthys
@ctitusbrown
@_cingraham
@cuevacon

Top Tweeters in G2:
@germnhernndez16
@markplackett1
@gis_sharer
@washingtonpost
@financialtimes
@eliothiggins
@rehabasogul
@ft
@impeach_bannon
@jayqpublic

Top Tweeters in G3:
@ottlegalrebels
@todoenpcve
@hanneshanath
@aaroncuddeback
@spiegel_politik
@lucither
@voxdotcom
@brookingsinst
@nar
@propublica

Top Tweeters in G4:
@didiraja
@elito
@pimenta_suzana
@telefootball
@onelag
@soucarolo
@pato_drs
@jnascim
@planalto
@esequiaspierre

Top Tweeters in G5:
@marxculture
@flavien_perier
@hrbrmstr
@metamythos
@aulit_z
@timelyportfolio
@zitronenschnitz
@swissinfo_en
@deepindex
@francoiseleste

Top Tweeters in G6:
@exoticasrxxx
@dlf
@cilerdursun
@bohotsaara
@paulbradshaw
@wienerzeitung
@pjotrpetka
@_stk
@umitalan
@kagarko

Top Tweeters in G7:
@vilinthril
@bbcnews
@joshevans_
@pageman
@clearmapping
@martinthuer
@bobdigby
@visualisingdata
@rstatsbot1234
@jaimejoalon

Top Tweeters in G8:
@am1470wwnn
@pbpost
@theeconomist
@dmedialab
@indeadline
@drclarkipresume
@jczamora
@pulitzercenter
@muhamadkhurshid
@lndata

Top Tweeters in G9:
@thetimes
@paulmwatson
@miguelpaz
@fcoel
@dialimpa
@hampshire67
@d8aninja
@la_lettura
@ons
@salvatoreparadi

Top Tweeters in G10:
@biconnections
@petersterne
@gibranashraf
@gareth_davies09
@digitalwestie
@estherbeadle
@herahussain
@glynmottershead
@digidickinson
@datatheism