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#ddj OR (data journalism)_2020-02-10_02-18-27.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
February 10, 2020
Short Description:
#ddj OR (data journalism) via NodeXL http://bit.ly/39o1Bb8
@gijn
@sigmaawards
@jornalismodados
@datajournalism
@gijnru
@opendemocracy
@paulbradshaw
@_rospearce
@bbbcccnnn
@edjnet

Top hashtags:
#ddj
#dataviz
#journalism
#data
#datajournalism
#media
#datavis

Description:
Description
The graph represents a network of 2,453 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, 10 February 2020 at 10:19 UTC.

The requested date range was from Monday, 03 February 2020 at 00:00 UTC through Monday, 10 February 2020 at 00:00 UTC.

The tweets in the network were tweeted over the 6-day, 20-hour, 14-minute period from Monday, 03 February 2020 at 00:41 UTC to Sunday, 09 February 2020 at 20:56 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 : 2453
Unique Edges : 3259
Edges With Duplicates : 773
Total Edges : 4032
Number of Edge Types : 4
MentionsInRetweet : 2390
Mentions : 1188
Tweet : 305
Replies to : 149
Self-Loops : 305
Reciprocated Vertex Pair Ratio : 0.0316316943313498
Reciprocated Edge Ratio : 0.0613236187006679
Connected Components : 335
Single-Vertex Connected Components : 103
Maximum Vertices in a Connected Component : 1354
Maximum Edges in a Connected Component : 2665
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 5.45411
Graph Density : 0.000547653138381673
Modularity : 0.764512
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 2,453 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, 10 February 2020 at 10:19 UTC.

The requested date range was from Monday, 03 February 2020 at 00:00 UTC through Monday, 10 February 2020 at 00:00 UTC.

The tweets in the network were tweeted over the 6-day, 20-hour, 14-minute period from Monday, 03 February 2020 at 00:41 UTC to Sunday, 09 February 2020 at 20:56 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://cj2020.northeastern.edu/registering-attending/
[38] https://gijn.org/2020/02/06/gijns-data-journalism-top-10-coronavirus-outbreak-misleading-graphs-smartphone-tracking-trash-can-banging-mexico-murders/
[28] https://interactive.aljazeera.com/aje/2020/saving-the-nile/index.html
[16] https://mailchi.mp/6a93ab1e2011/veri-bulteni-4283685
[15] https://www.opendemocracy.net/en/5050/apply-for-a-2020-data-journalism-fellowship-focused-on-womens-and-lgbtiq-rights/
[12] https://mailchi.mp/a480a3eb946b/veri-bulteni-4252349
[10] https://www.journaliststoolbox.org/2019/11/21/online_journalism/
[10] https://onlinejournalismblog.com/2020/02/05/its-not-all-about-numbers-6-ways-that-data-can-give-you-a-story-lead/
[8] https://datajournalism.com/awards
[8] https://www.journalism.co.uk/tip-of-the-day/tip-how-to-become-a-data-journalist/s419/a751336/

Top URLs in Tweet in G1:
[34] https://gijn.org/2020/02/06/gijns-data-journalism-top-10-coronavirus-outbreak-misleading-graphs-smartphone-tracking-trash-can-banging-mexico-murders/
[10] https://onlinejournalismblog.com/2020/02/05/its-not-all-about-numbers-6-ways-that-data-can-give-you-a-story-lead/
[4] http://www.thefunctionalart.com/2020/01/a-nice-short-video-about-misleading.html
[3] https://gijn.org/2020/01/30/gijns-data-journalism-top-10-mapping-coronavirus-saving-the-nile-protests-in-hungary-annotating-visualizations/
[3] http://www.thefunctionalart.com/2020/01/an-example-of-how-to-annotate.html
[3] https://www.bbc.co.uk/news/uk-50504621
[2] https://rublevka.proekt.media/
[2] https://kloop.kg/blog/2020/01/16/air-pollution-bishkek/
[2] https://onlinejournalismblog.com/2020/01/29/how-to-plan-a-journalism-project-that-needs-data-entry/
[2] https://digitalpresent.tagesspiegel.de/die-us-vorwahlen-haben-begonnen

Top URLs in Tweet in G2:
[15] https://mailchi.mp/6a93ab1e2011/veri-bulteni-4283685
[12] https://mailchi.mp/a480a3eb946b/veri-bulteni-4252349
[7] https://data.ibb.gov.tr/
[6] https://datajournalism.com/awards
[6] https://twitter.com/ClimateTracking/status/1222727042195755014
[5] https://gisanddata.maps.arcgis.com/apps/opsdashboard/index.html#/bda7594740fd40299423467b48e9ecf6
[4] https://www.journalism.co.uk/tip-of-the-day/tip-how-to-become-a-data-journalist/s419/a751336/
[4] https://act.climatetracker.org/324905d8-9a63-44e2-8aa3-be802c16a857
[3] https://link.medium.com/WgHg5vL0F3
[2] https://www.judgify.me/sigma-awards

Top URLs in Tweet in G3:
[4] https://entretenimento.uol.com.br/reportagens-especiais/apos-91-edicoes-o-oscar-ainda-e-um-clube-do-bolinha/index.htm
[3] https://abraji.org.br/noticias/open-democracy-oferece-bolsas-de-jornalismo-de-dados-para-mulheres-e-pessoas-lgbtqi
[3] https://twitter.com/acabracho/status/1224145398966706176
[2] https://www.portaldosjornalistas.com.br/open-democracy-oferece-bolsa-de-jornalismo-para-mulheres-e-pessoas-lgbtqi/
[2] https://twitter.com/jornalextra/status/1225489605497151488
[2] https://www.redetv.uol.com.br/jornalismo/ciencia/coronavirus-casos-suspeitos-no-brasil-caem-de-11-para-9-diz-ministerio-da-s?cmpid=fb-redetv
[2] https://twitter.com/thamatos_/status/1225034304683749376
[1] https://twitter.com/i/web/status/1224115669706465281
[1] https://twitter.com/i/web/status/1226199397639294976
[1] https://twitter.com/i/web/status/1226184313584177153

Top URLs in Tweet in G4:
[3] https://rover.ebay.com/rover/1/711-53200-19255-0/1?ff3=4&pub=5575505208&toolid=10001&campid=5338631627&customid=&mpre=https://www.ebay.com/itm/Pioneer-DDJ-SX2-Pro-Performance-4-Channel-Serato-DJ-MIDI-Controller-MAGMA-CASE-/402061961966
[2] https://www.journalism.co.uk/tip-of-the-day/tip-how-to-become-a-data-journalist/s419/a751336/?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.journalism.co.uk/tip-of-the-day/tip-how-to-become-a-data-journalist/s419/a751336/
[2] https://www.opendemocracy.net/en/5050/apply-for-a-2020-data-journalism-fellowship-focused-on-womens-and-lgbtiq-rights/
[1] https://www.washingtonpost.com/powerpost/fight-over-trumps-impeachment-shifts-to-battle-over-the-impact-on-senate-races/2020/02/08/b6650fc0-49d9-11ea-b4d9-29cc419287eb_story.html
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fcourse-studies.corsairs.network%2Fdata-journalism-makes-me-laugh-14148ad94ce4
[1] https://twitter.com/emersongreg/status/1226198007269351425
[1] https://www.healthcareittoday.com/2020/01/23/true-or-false-your-patients-health-data-is-protected-by-privacy-rights/
[1] https://twitter.com/CBCNews/status/1225826699243347970
[1] https://twitter.com/ayoungreporter/status/1225859077009477633

Top URLs in Tweet in G5:
[10] https://www.journaliststoolbox.org/2019/11/21/online_journalism/
[3] https://twitter.com/the_claus/status/1226059893104357376
[1] https://www.journaliststoolbox.org/
[1] https://www.economist.com/graphic-detail/2020/02/08/data-from-spotify-suggest-that-listeners-are-gloomiest-in-february

Top URLs in Tweet in G6:
[2] https://www.ft.com/video/28ef4d98-ac46-4b68-84da-3ef5cc70e730
[1] https://www.ft.com/content/6d5871d8-3ea7-11ea-b232-000f4477fbca
[1] https://mailchi.mp/6a93ab1e2011/veri-bulteni-4283685
[1] https://www.nytimes.com/interactive/2020/world/asia/china-coronavirus-contain.html

Top URLs in Tweet in G7:
[3] https://www.icij.org/blog/2020/02/how-we-mined-more-than-715000-luanda-leaks-records/?utm_campaign=Sprout&utm_content=https://www.icij.org/blog&utm_medium=social&utm_source=twitter
[2] https://www.icij.org/blog/2019/02/datashare-help-test-and-improve-our-latest-journalism-tool/?utm_campaign=Sprout&utm_content=https://www.icij.org/blog&utm_medium=social&utm_source=twitter
[1] https://www.icij.org/investigations/luanda-leaks/explore-how-to-build-a-business-empire/?utm_campaign=Sprout&utm_content=the_business_empire_of_is&utm_medium=social&utm_source=twitter
[1] https://datashare.icij.org/
[1] https://www.icij.org/investigations/luanda-leaks/explore-how-to-build-a-business-empire/?utm_campaign=Sprout&utm_content=the_favorite_tax_haven_de&utm_medium=social&utm_source=twitter
[1] https://www.icij.org/blog/2018/10/svts-data-chief-helena-bengtsson-seeks-social-justice-through-spreadsheets/?utm_campaign=Sprout&utm_content=questions_to_ask_when_loo&utm_medium=social&utm_source=twitter
[1] https://www.icij.org/investigations/luanda-leaks/explore-how-to-build-a-business-empire?utm_campaign=Sprout&utm_content=we_reveal_that_dos_santos&utm_medium=social&utm_source=twitter
[1] https://www.icij.org/investigations/luanda-leaks/how-we-mined-more-than-715000-luanda-leaks-records/?utm_campaign=Sprout&utm_content=https://www.icij.org/inve&utm_medium=social&utm_source=twitter
[1] https://www.icij.org/blog/2018/10/svts-data-chief-helena-bengtsson-seeks-social-justice-through-spreadsheets/

Top URLs in Tweet in G8:
[5] https://recruitingapp-5401.de.umantis.com/Vacancies/739/Description/1
[3] https://journalistenschule-ifp.de/seminardetails/1028
[2] https://interaktiv.morgenpost.de/suv-co2-auto-quartett-klima/
[2] https://twitter.com/journocode/status/1225695129987534849
[2] https://journalistenschule-ifp.de/seminar/bootcamp-datenjournalismus-mit-r
[1] https://www.dw.com/p/3XMp4
[1] https://interaktiv.abendblatt.de/suv-co2-auto-quartett-klima/
[1] https://twitter.com/funkeinteraktiv/status/1224648797483163649
[1] https://twitter.com/funkeinteraktiv/status/1224626146781749249
[1] https://twitter.com/dahilzen/status/1224954771725004802

Top URLs in Tweet in G9:
[38] https://cj2020.northeastern.edu/registering-attending/
[1] https://www.poynter.org/reporting-editing/2020/i-love-movies-and-math-so-i-started-predicting-oscar-winners-and-my-calculations-are-usually-correct/
[1] https://twitter.com/BostonGlobe/status/1225283530256678914
[1] https://www.usnews.com/news/best-states/massachusetts/articles/2020-02-06/report-courthouses-continue-to-violate-juvenile-justice-law
[1] https://www.bostonglobe.com/2020/02/05/metro/mass-violates-juvenile-justice-law/

Top URLs in Tweet in G10:
[8] https://www.opendemocracy.net/en/5050/apply-for-a-2020-data-journalism-fellowship-focused-on-womens-and-lgbtiq-rights/

Top Domains
Top Domains in Tweet in Entire Graph:
[214] twitter.com
[44] gijn.org
[38] northeastern.edu
[34] mailchi.mp
[28] aljazeera.com
[28] co.uk
[28] datacenterfrontier.com
[26] medium.com
[17] opendemocracy.net
[16] datajournalism.com

Top Domains in Tweet in G1:
[38] gijn.org
[12] onlinejournalismblog.com
[10] thefunctionalart.com
[5] co.uk
[4] twitter.com
[3] tagesspiegel.de
[3] nytimes.com
[2] proekt.media
[2] kloop.kg
[2] medium.com

Top Domains in Tweet in G2:
[29] mailchi.mp
[15] twitter.com
[11] datajournalism.com
[7] gov.tr
[7] arcgis.com
[6] verigazeteciligi.com
[6] co.uk
[4] climatetracker.org
[3] medium.com
[3] ijnet.org

Top Domains in Tweet in G3:
[120] twitter.com
[8] com.br
[3] org.br
[1] novonoticias.com
[1] ijnet.org
[1] gov.br

Top Domains in Tweet in G4:
[19] twitter.com
[10] co.uk
[7] upflow.co
[4] medium.com
[4] ebay.com
[4] instagram.com
[3] mailchi.mp
[2] washingtonpost.com
[2] opendemocracy.net
[2] envnewsbits.info

Top Domains in Tweet in G5:
[11] journaliststoolbox.org
[3] twitter.com
[1] economist.com

Top Domains in Tweet in G6:
[3] ft.com
[1] mailchi.mp
[1] nytimes.com

Top Domains in Tweet in G7:
[12] icij.org

Top Domains in Tweet in G8:
[6] journalistenschule-ifp.de
[5] umantis.com
[5] twitter.com
[2] morgenpost.de
[1] dw.com
[1] abendblatt.de
[1] benedict-witzenberger.de
[1] journocode.com
[1] nytimes.com
[1] satrdays.org

Top Domains in Tweet in G9:
[38] northeastern.edu
[1] poynter.org
[1] twitter.com
[1] usnews.com
[1] bostonglobe.com

Top Domains in Tweet in G10:
[8] opendemocracy.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[708] ddj
[150] dataviz
[106] journalism
[55] data
[43] datajournalism
[40] media
[38] datavis
[37] opencontracting
[31] luandaleaks
[30] coronavirus



Top Hashtags in Tweet in G1:
[121] ddj
[17] mexico
[14] dataviz
[13] followthemoney
[12] journalism
[10] coronavirus
[9] путеводитель
[9] спецпроект
[9] datajournalism
[8] рублевки

Top Hashtags in Tweet in G2:
[84] ddj
[27] dataviz
[22] verigörselleştirme
[14] dataliteracy
[12] datajournalism
[10] opendata
[9] fellowship
[8] vg
[6] ijf20
[6] verigazeteciliği

Top Hashtags in Tweet in G3:
[288] ddj
[6] coluna7
[6] mooc
[4] moocs
[2] redetvnews
[2] ddjbr
[1] assange
[1] estuprofabricado
[1] manipulaçãodeprovas
[1] torturapsicológica

Top Hashtags in Tweet in G4:
[18] ddj
[10] journalism
[6] pioneer
[4] dj
[4] pioneerdj
[4] music
[3] media
[3] djlife
[2] rekordboxdj
[2] datajournalism

Top Hashtags in Tweet in G5:
[16] ddj
[13] dataviz
[11] data
[3] election
[3] instagram
[1] publicrecords
[1] malta
[1] algorithm
[1] music
[1] ai

Top Hashtags in Tweet in G6:
[6] dataviz
[4] ddj
[2] gistribe
[1] quentintarantino
[1] code
[1] coronavirus
[1] 2019ncov

Top Hashtags in Tweet in G7:
[30] luandaleaks
[19] malta
[9] ddj
[2] data
[1] icijdatashare
[1] datajournalism
[1] meettheinvestigators
[1] mauritius
[1] icijdatasahre

Top Hashtags in Tweet in G8:
[34] ddj
[21] rstats
[13] dataviz
[11] swiss
[11] satrday
[8] werbungineigenersache
[6] co2
[3] datenjournalismus
[2] suv
[2] klimaschutz

Top Hashtags in Tweet in G9:
[38] journalism
[38] datavis
[35] media
[8] dataviz
[8] ai
[8] nlp

Top Hashtags in Tweet in G10:
[1] ddj
[1] fellowship
[1] datajournalists

Top Words
Top Words in Tweet in Entire Graph:
[1412] Words in Sentiment List#1: Positive
[754] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[58262] Non-categorized Words
[60429] Total Words
[1262] data
[970] journalism
[707] #ddj
[320] em
[293] ø

Top Words in Tweet in G1:
[131] data
[120] #ddj
[89] gijn
[55] 10
[55] journalism
[47] র
[40] ðµð
[38] top
[38] ন
[37] nytimes

Top Words in Tweet in G2:
[130] data
[84] #ddj
[70] we've
[69] journalism
[62] sigmaawards
[62] received
[51] announce
[49] entries
[48] 510
[45] datajournalism

Top Words in Tweet in G3:
[312] em
[288] #ddj
[285] dou
[104] jornalismo
[102] jornalismodados
[94] dados
[15] utcentroknight
[14] eu
[14] curso
[13] escoladedados

Top Words in Tweet in G4:
[82] data
[69] journalism
[18] #ddj
[15] ø
[11] free
[10] #journalism
[8] sx2
[8] visualization
[7] news
[7] media

Top Words in Tweet in G5:
[76] spotify
[76] listen
[76] music
[76] countries
[75] _rospearce
[75] users
[75] gloomiest
[75] february
[75] strikingly
[75] trend

Top Words in Tweet in G6:
[91] theboysmithy
[87] sdbernard
[86] financialtimes
[86] cuboulder
[85] fascinating
[81] first
[81] video
[81] take
[81] look
[81] dataset

Top Words in Tweet in G7:
[60] icijorg
[30] #luandaleaks
[27] documents
[26] 715
[26] 000
[21] data
[21] help
[20] empire
[20] santos
[19] #malta

Top Words in Tweet in G8:
[34] #ddj
[21] neues
[21] #rstats
[20] wieder
[20] ziemlich
[18] die
[18] munichrocker
[15] automarken
[14] funkeinteraktiv
[14] ifpmuenchen

Top Words in Tweet in G9:
[122] journalism
[72] data
[57] intersection
[56] between
[56] computer
[56] science
[54] computation
[49] limited
[39] discounted
[38] hotel

Top Words in Tweet in G10:
[62] journalism
[59] data
[58] fellowship
[49] 2020
[40] opendemocracy
[39] apply
[36] focused
[36] lgbtiq
[36] rights
[26] 5050od

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[537] data,journalism
[285] dou,em
[285] em,#ddj
[158] ø,ù
[127] ù,ø
[102] #ddj,jornalismodados
[102] jornalismodados,dou
[89] ù,ù
[88] ø,ø
[85] take,look

Top Word Pairs in Tweet in G1:
[48] 10,#ddj
[38] top,10
[31] data,journalism
[21] jan,27
[21] 27,feb
[17] #ddj,mxvscorrupcion
[17] mxvscorrupcion,investigation
[17] investigation,shows
[17] shows,water
[17] water,national

Top Word Pairs in Tweet in G2:
[62] we've,received
[60] data,journalism
[47] 510,entries
[43] received,total
[43] total,510
[43] 287,organizations
[29] 66,countries
[27] journalism,global
[27] postama,gelsin
[27] gelsin,diyenleri

Top Word Pairs in Tweet in G3:
[285] dou,em
[285] em,#ddj
[102] #ddj,jornalismodados
[102] jornalismodados,dou
[62] jornalismo,dados
[10] #ddj,ijnetportugues
[8] #ddj,juditecypreste
[7] pedrosazevedo,jornalismo
[7] dados,br
[7] curso,jornalismo

Top Word Pairs in Tweet in G4:
[37] data,journalism
[7] journalism,visualization
[7] visualization,free
[7] free,tools
[6] data,journalist
[5] ù,ø
[4] pioneer,ddj
[4] ddj,sx2
[4] sx2,pro
[4] pro,performance

Top Word Pairs in Tweet in G5:
[75] spotify,users
[75] users,listen
[75] listen,gloomiest
[75] gloomiest,music
[75] music,february
[75] february,strikingly
[75] strikingly,trend
[75] trend,limited
[75] limited,northern
[75] northern,countries

Top Word Pairs in Tweet in G6:
[81] first,financialtimes
[81] financialtimes,video
[81] video,theboysmithy
[81] theboysmithy,take
[81] take,look
[81] look,fascinating
[81] fascinating,dataset
[81] dataset,cuboulder
[81] cuboulder,showing
[80] sdbernard,first

Top Word Pairs in Tweet in G7:
[26] 715,000
[26] 000,documents
[18] favorite,tax
[18] tax,haven
[18] haven,destination
[18] destination,santos
[18] santos,empire
[18] empire,#malta
[18] #malta,tiny
[18] tiny,nation

Top Word Pairs in Tweet in G8:
[11] neues,projekt
[11] projekt,daten
[11] daten,kraftfahrt
[11] kraftfahrt,bundesamtes
[11] bundesamtes,ausgewertet
[11] ausgewertet,zeigen
[11] zeigen,welche
[11] welche,automarken
[11] automarken,meisten
[11] meisten,coâ

Top Word Pairs in Tweet in G9:
[56] intersection,between
[56] between,data
[56] data,computer
[56] computer,science
[54] computation,journalism
[52] science,journalism
[47] journalism,limited
[38] discounted,hotel
[38] hotel,rooms
[38] march,20

Top Word Pairs in Tweet in G10:
[59] data,journalism
[55] journalism,fellowship
[36] lgbtiq,rights
[35] apply,2020
[35] 2020,data
[25] focused,women
[24] fellowship,opendemocracy
[24] opendemocracy,focused
[24] women,lgbtiq
[23] makedacomms,apply

Top Replied-To
Top Replied-To in Entire Graph:
@natesilver538
@nate_cohn
@anti_journalism
@jem_collins
@bhavuk123456
@sardesairajdeep
@latimes
@tadmeissner
@pbs
@dylanbraines

Top Replied-To in G1:
@jasonforrestftw
@mapbox
@albertocairo
@colaboradados
@danygm87
@namlyd
@ajstarks
@presuntoc
@cjchivers
@tostoehr

Top Replied-To in G2:
@evaconstantaras
@sigmaawards

Top Replied-To in G6:
@financialtimes

Top Replied-To in G7:
@antoniocuga

Top Replied-To in G9:
@dataeditor

Top Mentioned
Top Mentioned in Entire Graph:
@gijn
@sdbernard
@financialtimes
@theboysmithy
@cuboulder
@_rospearce
@sigmaawards
@jornalismodados
@icijorg
@datajournalism

Top Mentioned in G1:
@gijn
@nytimes
@paulbradshaw
@gijnru
@mxvscorrupcion
@wwwproektmedia
@danielacastro32
@plateauton
@colaboradados
@ted_ed

Top Mentioned in G2:
@sigmaawards
@datajournalism
@voydorg
@eborgesrey
@climatetracking
@evaconstantaras
@demirelsadettin
@ijnet
@pinardag
@escoladedados

Top Mentioned in G3:
@jornalismodados
@utcentroknight
@escoladedados
@ijnetportugues
@jotainfo
@juditecypreste
@pedrosazevedo
@isentoes2
@bela_reis
@colaboradados

Top Mentioned in G4:
@irandjstore

Top Mentioned in G5:
@_rospearce
@journtoolbox
@theeconomist
@journalismnews
@priesling
@jamesfransham
@gijn
@ted_ed
@icijorg
@spotify

Top Mentioned in G6:
@financialtimes
@sdbernard
@theboysmithy
@cuboulder
@digitalcampbell
@cijournalism
@voydorg
@_rospearce
@datajournalism
@nytimes

Top Mentioned in G7:
@icijorg
@qz
@linkurious
@neo4j
@sindika_dokolo
@isabelaangola
@indigo_light
@pplaaf
@pwc
@kpmg

Top Mentioned in G8:
@munichrocker
@funkeinteraktiv
@ifpmuenchen
@duc_qn
@datentaeterin
@giannagruen
@daten_drang
@fvcastell
@stekhn
@dahilzen

Top Mentioned in G9:
@mattcdata
@sophiasbrown
@comatbu
@maggiemulvihill
@miacathell
@fahrenthold
@dataeditor
@poynter
@gobserver_nu
@storybench

Top Mentioned in G10:
@opendemocracy
@5050od
@makedacomms
@wunpini_fm
@gijnafrica
@gijn
@eyerainverses
@namlyd

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@alllibertynews
@dichristine
@cloudwanderer3
@1denmadrid
@chidambara09
@el_universal_mx
@john1966olsen
@inspiteoftrump
@viniciusn1kolod

Top Tweeters in G1:
@el_universal_mx
@fleming77
@nytimes
@nayasala
@philmorandi
@tagesspiegel
@57sergeeva
@enosarris
@mlb
@nytopinion

Top Tweeters in G2:
@viniciusn1kolod
@olumideidowu
@vedatsamur
@znmeb
@paxxman
@margymaclibrary
@onelag
@gibranashraf
@maimcy
@odmanasli

Top Tweeters in G3:
@redetv
@saodionisio
@scmpnews
@nevesnetoh
@fabionobrega
@rodrigoricardor
@netvasco
@maurocezar
@marialucialeite
@mulhertamarindo

Top Tweeters in G4:
@jchapman1729
@mediabot
@jbwallace
@jerweber
@benjami
@info_aus
@mbalter
@desk_design
@dd_fafa_
@r4isstatic

Top Tweeters in G5:
@alllibertynews
@1loriking
@theeconomist
@danieleskay
@hbdchick
@slutreplik
@fxck_bastard
@deduped_economi
@m4bouap
@infosecsherpa

Top Tweeters in G6:
@ianpatterson99
@financialtimes
@zubairthedream
@suw
@bbbcccnnn
@giancrown
@jakinniranye
@jburnmurdoch
@flyingcircuits
@federicacocco

Top Tweeters in G7:
@jjj5819
@thumppooh
@hanneshanath
@milenaac
@qz
@themainepain
@chpsre
@arlene8022
@egapnala65
@fangelico

Top Tweeters in G8:
@thecuriousluke
@rstatstweet
@suedkurier_news
@machine_ml
@nvsdata
@diekadse
@hubofml
@tiffanicologne
@nicolakuhrt
@dgforno

Top Tweeters in G9:
@dichristine
@inspiteoftrump
@bostonglobe
@mathewi
@wired
@poynter
@onlyinbos
@theresthatbear
@knightfdn
@fahrenthold

Top Tweeters in G10:
@inpoco
@wunpini_fm
@susanchubb1
@financeandkm
@k_ophelia
@adamramsay
@yvahn
@opendemocracy
@indra68
@ubuntuconvoz