#ddj 2021, Twitter, 12/7/2021 7:44:23 PM, 267876


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NodeXL Twitter #ddj 2021 Saturday, 04 December 2021 at 10:36 UTC
NodeXL Twitter #ddj 2021 Saturday, 04 December 2021 at 10:36 UTC
From:
SMRFoundation
Uploaded on:
December 07, 2021
Short Description:
#ddj 2021 via NodeXL https://bit.ly/3oxrK1n
@gijn
@gijnru
@plateauton
@sigmaawards
@tagesspiegel
@datajournalism
@paulbradshaw
@blackstembot
@pinardag
@haddadme

Top hashtags:
#ddj
#dataviz
#datajournalism
#data
#rstats
#corona
#opendata
#covid19
#datascience
#nodejs

Description:
Description
The graph represents a network of 13,470 Twitter users whose recent tweets were included in a list (#ddj 2021) of 24914 tweet IDs, or who were replied to or mentioned in those tweets. 24888 out of 24914 tweets were collected. The network was obtained from Twitter on Saturday, 04 December 2021 at 13:29 UTC.

The tweets in the network were tweeted over the 333-day, 18-hour, 0-minute period from Friday, 01 January 2021 at 02:09 UTC to Tuesday, 30 November 2021 at 20:09 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 : 13470
Unique Edges : 34451
Edges With Duplicates : 20172
Total Edges : 54623
Number of Edge Types : 5
Retweet : 18055
MentionsInRetweet : 23241
Mentions : 10175
Replies to : 341
Tweet : 2811
Self-Loops : 3272
Reciprocated Vertex Pair Ratio : 0.0387361752389133
Reciprocated Edge Ratio : 0.0745832794934746
Connected Components : 358
Single-Vertex Connected Components : 232
Maximum Vertices in a Connected Component : 12312
Maximum Edges in a Connected Component : 52966
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.950146
Graph Density : 0.000213280869381218
Modularity : 0.522331
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 13,470 Twitter users whose recent tweets were included in a list (#ddj 2021) of 24914 tweet IDs, or who were replied to or mentioned in those tweets. 24888 out of 24914 tweets were collected. The network was obtained from Twitter on Saturday, 04 December 2021 at 13:29 UTC.

The tweets in the network were tweeted over the 333-day, 18-hour, 0-minute period from Friday, 01 January 2021 at 02:09 UTC to Tuesday, 30 November 2021 at 20:09 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 : TwitterIDList
Graph Term : #ddj 2021
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[465] https://interaktiv.tagesspiegel.de/lab/impfschutz-im-zeitverlauf-wie-gut-bin-ich-noch-geschuetzt/
[257] https://www.aup.nl/en/book/9789462989511/the-data-journalism-handbook
[213] https://www.aljazeera.com/news/2021/5/18/mapping-israeli-occupation-gaza-palestine
[184] https://de.openparliament.tv
[175] https://www.youtube.com/watch?v=DqfrOPs2pKM&feature=youtu.be

[174] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fpolitik%2Fdeutschland%2F2021-09%2Fergebnisse-bundestagswahl-gemeinde-karte
[170] https://www.metropoles.com/brasil/apenas-1-em-cada-4-alunos-de-colegios-militares-entra-por-processo-seletivo
[169] https://sigmaawards.org/
[140] https://anchor.fm/ddjpodcast
[138] https://puntofisso.net/newsletter

Top URLs in Tweet in G1:
[136] https://sigmaawards.org/
[121] https://puntofisso.net/newsletter
[117] https://anchor.fm/ddjpodcast
[83] https://datajournalism.com/survey
[73] https://careerssearch.bbc.co.uk/jobs/job/Senior-Journalist-Data-Journalism-Content/55334
[70] https://gijn.org/2021/05/14/data-journalism-top-10-apartheid-architecture-night-trains-conflict-reporting-lgbtq-refugee-vaccines/
[70] https://infographics.economist.com/2021/job-data-journalist-trainee/?utm_campaign=editorial-social&utm_medium=social-organic&utm_source=twitter
[61] https://gijn.org/2021/07/16/data-journalism-top-10-chinas-gene-data-norways-terror-indias-sugar-space-tourism/
[57] https://gijn.org/2021/06/18/data-journalism-top-10-secret-tax-files-indias-faltering-vaccines-western-drought-argentinas-news-deserts-the-gambias-toxic-water/
[55] https://careerssearch.bbc.co.uk/jobs/job/Journalist-Coding/50748

Top URLs in Tweet in G2:
[465] https://interaktiv.tagesspiegel.de/lab/impfschutz-im-zeitverlauf-wie-gut-bin-ich-noch-geschuetzt/
[170] https://www.zeit.de/zustimmung?url=https%3A%2F%2Fwww.zeit.de%2Fpolitik%2Fdeutschland%2F2021-09%2Fergebnisse-bundestagswahl-gemeinde-karte
[113] https://interaktiv.tagesspiegel.de/lab/social-media-dashboard-bundestagswahl-2021/
[85] https://interaktiv.tagesspiegel.de/lab/abgeordnetenhauswahl-berlin-2021-karte-ergebnisse-wahlkreisergebnisse-stimmbezirke-ost-west-s-bahn-ring/
[85] https://correctiv.org/top-stories/2021/10/21/cumex-files-2/#milliarden
[84] https://jobs.swmh.de/VacanciesIntraxData/2368/Description/1?fbclid=IwAR3ooqGAuX6TNNi9EVjIiEgG3g6qGQI-AgSzYDFzSzr9l4SRNURoQnSdH88
[57] https://verlagdertagesspiegelgmbh.softgarden.io/de/vacancies
[57] https://twitter.com/i/lists/912241909002833921
[51] https://projekte.sueddeutsche.de/artikel/politik/100-000-corona-tote-die-schicksale-hinter-den-zahlen-e667933/?reduced=true
[49] https://interaktiv.tagesspiegel.de/lab/haengen-coronazahlen-und-afd-wahlergebnisse-zusammen/

Top URLs in Tweet in G3:
[109] https://ft.com/job
[72] https://www.dei.gr/supplies/
[72] https://docs.google.com/spreadsheets/d/1yfQk680oKvQE1AJ2XbA-IBYSF0p_vqlmbBCiz1HgLWM/edit#gid=1096607886
[70] https://ft.wd3.myworkdayjobs.com/FT_External_Careers/job/London-Editorial-Journalism/Data-Journalist_JR006889
[44] https://gijn.org/2021/06/15/a-reporters-guide-how-to-investigate-organized-crimes-finances/
[37] https://ft.wd3.myworkdayjobs.com/en-US/FT_External_Careers/job/London-Editorial-Journalism/Visual-Stories-Editor_JR006264
[37] https://www.ft.com/content/1b947daf-2f57-4951-ada6-927e19cbc21e
[35] https://voxeurop.eu/en/eu-banks-funding-illegal-palm-oil-bonanza-in-south-east-asia/
[28] https://www.icij.org/investigations/fincen-files/confidential-clients/
[23] https://www.occrp.org/en/occrp-jobs/data-editor

Top URLs in Tweet in G4:
[195] https://www.aup.nl/en/book/9789462989511/the-data-journalism-handbook
[52] https://journalismcourses.org/course/hands-on-data-journalism-techniques-of-analysis-and-visualization/
[19] https://datajournalismcom.s3.eu-central-1.amazonaws.com/handbooks/The-Data-Journalism-Handbook-2_PT.pdf
[19] https://www.idp.edu.br/pos-graduacao/mba-em-jornalismo-de-dados/
[18] https://blog.okfn.org/2021/03/26/new-edition-of-data-journalism-handbook-published-open-access/
[18] https://www.dri.ie/new-paper-preserving-data-journalism-%E2%80%A6and-few-thoughts-about-challenges-open-access
[17] https://twitter.com/bb_liliana/status/1374321675307732994
[16] https://www.tandfonline.com/doi/full/10.1080/17512786.2021.1903972?cookieSet=1
[16] https://premiobrd.cognitivo.ai/
[15] https://doi.org/10.1080/17512786.2021.1903972

Top URLs in Tweet in G5:
[208] https://www.aljazeera.com/news/2021/5/18/mapping-israeli-occupation-gaza-palestine
[106] https://mappingpoliceviolence.org/
[106] https://www.aljazeera.com/news/2021/5/25/how-many-people-have-police-killed-since-george-floyd
[35] https://www.aljazeera.com/news/2021/6/20/infographic-world-refugee-day-journey
[29] https://www.aljazeera.com/news/2021/7/1/interactive-mapping-hottest-temperatures-around-world
[26] https://interactive.aljazeera.com/aje/2021/afghanistan-visualising-impact-of-war/index.html
[23] https://www.aljazeera.com/news/2021/3/30/mapping-major-protests-around-the-world
[19] https://www.aljazeera.com/news/2021/11/16/infographic-the-world-nuclear-club
[13] https://interactive.aljazeera.com/aje/2020/saving-the-nile/index.html
[12] https://www.aljazeera.com/news/2021/4/29/visualising-chemical-weapon-attacks-in-the-middle-east

Top URLs in Tweet in G6:
[33] https://www.instagram.com/accounts/login/
[30] https://ladatacuenta.com/2021/09/21/once-herramientas-gratuitas-y-en-linea-para-visualizar-datos/
[21] http://hasselfallas.com/2021/03/17/costa-rica-trabajo-domestico-sin-paga-consume-dos-veces-mas-tiempo-de-mujeres-que-de-hombres/
[19] https://de.openparliament.tv
[18] https://ladatacuenta.com/libredeserhivos/
[18] https://www.ilpost.it/2021/05/30/quanto-costa-campagna-vaccinale-covid-19/
[15] https://ladatacuenta.com/2021/11/09/asiteafectaelcambioclimaticotemperatura-de-costa-rica-aumento-casi-1-grado-c-en-un-siglo/
[15] https://www.behance.net/gallery/113095737/Animals-in-space
[14] https://ladatacuenta.com/2021/06/29/mexico-under-fire/
[13] https://ladatacuenta.com/2021/06/21/visibilizando-la-violencia-contra-las-mujeres-en-guanacaste-costa-rica/

Top URLs in Tweet in G7:
[62] https://www.jobup.ch:443/fr/emplois/detail/1842452/?source=company_detail
[57] https://www.rue89strasbourg.com/covid19-grand-est-plateau-vague-morts-199941
[21] https://audioblog.arteradio.com/blog/153024/podcast/164446/laura-motet-datajournalisme-l-enquete-en-mode-donnees
[20] https://datajournalismelab.fr/
[16] https://www.icirnigeria.org/live-update-anambra-governorship-election-2021-page/
[13] https://www.mediapart.fr/journal/france/280421/le-logement-capte-par-la-finance-un-mal-europeen
[13] https://www.mindfintech.fr/?na=v&nk=4239-0845e7bbb7&id=171
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258401
[10] https://gijn.org/2020/02/21/ou-trouver-des-donnees-en-suisse/
[9] https://rsf.org/fr/data-journaliste-responsable-du-classement-mondial-de-la-liberte-de-la-presse-hf

Top URLs in Tweet in G8:
[95] https://www.journaliststoolbox.org/category/data-visualization-and-online-tools/
[71] https://www.journaliststoolbox.org/2020/12/16/find-scrape-and-clean-data/
[51] https://projects.propublica.org/toxmap/
[36] https://www.journaliststoolbox.org/category/public-records/
[33] https://www.youtube.com/watch?v=dxMretoIA3Q

[27] https://gizmodo.com/parler-users-breached-deep-inside-u-s-capitol-building-1846042905
[24] https://www.youtube.com/watch?v=hSVtaLE4tgs&list=UU8CCl01DmsE65wh-qPqjSLQ&index=46

[24] https://www.journaliststoolbox.org/2020/12/21/writing_with_numbers/
[23] https://www.wsj.com/articles/hospitals-hide-pricing-data-from-search-results-11616405402
[21] https://www.youtube.com/channel/UC8CCl01DmsE65wh-qPqjSLQ/videos

Top URLs in Tweet in G9:
[165] https://www.metropoles.com/brasil/apenas-1-em-cada-4-alunos-de-colegios-militares-entra-por-processo-seletivo
[49] https://www.metropoles.com/materias-especiais/onde-vai-parar-o-lixo-que-voce-separa-rastreamos-os-caminhoes-de-reciclaveis-por-um-mes-na-capital-federal
[34] https://www.lexicodosamba.com.br/
[27] https://www.metropoles.com/brasil/anvisa-tem-menor-quadro-de-pessoal-desde-2001-e-orcamento-mais-baixo-desde-2006
[25] https://www.metropoles.com/brasil/empresas-de-ex-militares-receberam-r-610-milhoes-da-defesa-desde-2018
[17] https://www.metropoles.com/brasil/mortos-apos-imunizacao-chegam-a-19-mil-entenda-por-que-isso-nao-reduz-importancia-da-vacinacao
[12] https://www.metropoles.com/brasil/ibama-perdeu-587-dos-servidores-em-20-anos-e-tem-o-menor-quadro-desde-2001
[5] https://www.metropoles.com/brasil/governo-da-paraiba-admite-aplicacao-de-vacinas-vencidas
[4] https://twitter.com/gijnPortugues/status/1436377680350531622
[4] https://www.metropoles.com/brasil/dados-da-saude-mostram-aplicacao-de-12-mil-doses-vencidas-da-astrazeneca-em-23-estados

Top Domains
Top Domains in Tweet in Entire Graph:
[2812] gijn.org
[2605] twitter.com
[1086] tagesspiegel.de
[1050] voxeurop.eu
[791] verigazeteciligi.com
[584] youtube.com
[572] co.uk
[554] aljazeera.com
[416] sigmaawards.org
[408] google.com

Top Domains in Tweet in G1:
[2094] gijn.org
[810] twitter.com
[770] verigazeteciligi.com
[433] co.uk
[342] sigmaawards.org
[250] datajournalism.com
[169] google.com
[130] puntofisso.net
[129] medium.com
[127] tumblr.com

Top Domains in Tweet in G2:
[1081] tagesspiegel.de
[711] twitter.com
[275] sueddeutsche.de
[248] zeit.de
[180] morgenpost.de
[171] zdf.de
[114] stuttgarter-zeitung.de
[106] netzwerkrecherche.org
[94] gijn.org
[93] journocode.com

Top Domains in Tweet in G3:
[1037] voxeurop.eu
[175] twitter.com
[170] ft.com
[151] myworkdayjobs.com
[135] gijn.org
[108] icij.org
[74] google.com
[72] dei.gr
[48] atlo.team
[38] trib.al

Top Domains in Tweet in G4:
[238] twitter.com
[195] aup.nl
[75] tandfonline.com
[71] journalismcourses.org
[36] edu.br
[32] sigmaawards.org
[31] gijn.org
[31] youtube.com
[30] com.br
[24] doi.org

Top Domains in Tweet in G5:
[496] aljazeera.com
[106] mappingpoliceviolence.org
[27] gijn.org
[20] twitter.com
[6] buff.ly
[6] aljazeera.net
[6] publichealthmaps.org
[5] shortyawards.com
[4] ft.com
[2] instagram.com

Top Domains in Tweet in G6:
[142] ladatacuenta.com
[64] behance.net
[45] ilpost.it
[43] gijn.org
[34] hasselfallas.com
[33] instagram.com
[25] twitter.com
[19] openparliament.tv
[17] scoop.it
[13] communalytic.com

Top Domains in Tweet in G7:
[154] gijn.org
[72] rue89strasbourg.com
[62] jobup.ch
[31] twitter.com
[21] github.com
[21] arteradio.com
[20] datajournalismelab.fr
[20] nodexlgraphgallery.org
[16] mediapart.fr
[16] icirnigeria.org

Top Domains in Tweet in G8:
[246] journaliststoolbox.org
[122] youtube.com
[77] propublica.org
[57] twitter.com
[41] wsj.com
[37] gijn.org
[27] gizmodo.com
[19] opensecrets.org
[16] nytimes.com
[16] thenewhumanitarian.org

Top Domains in Tweet in G9:
[315] metropoles.com
[34] com.br
[6] twitter.com
[2] substack.com
[2] gijn.org
[2] paper.li
[1] edu.br

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[24414] ddj
[4501] dataviz
[2382] datajournalism
[1376] data
[1048] rstats
[1045] corona
[992] opendata
[779] covid19
[644] datascience
[644] nodejs



Top Hashtags in Tweet in G1:
[8050] ddj
[1714] dataviz
[1412] datajournalism
[456] data
[309] rstats
[285] sigmas21
[272] opendata
[239] gijc21
[197] journalism
[194] journojobs

Top Hashtags in Tweet in G2:
[4725] ddj
[867] corona
[606] dataviz
[510] btw21
[148] agh21
[133] opendata
[119] datenjournalismus
[102] covid19
[85] cumex
[85] steuerbetrug

Top Hashtags in Tweet in G3:
[2376] ddj
[261] dataviz
[256] covid_19
[224] rstats
[190] covid19
[174] coronavirus
[163] data
[126] gistribe
[125] eu
[91] climatechange

Top Hashtags in Tweet in G4:
[1174] ddj
[381] dataviz
[249] openaccess
[175] ddjbook
[153] datajournalism
[84] journalism
[68] scicom
[68] datalit
[68] ai
[68] msca

Top Hashtags in Tweet in G5:
[569] ddj
[106] georgefloyd
[35] worldrefugeeday
[35] worldrefugeeday2021
[33] afghanistan
[29] heatwave2021
[29] weather
[27] dataviz
[23] lebanon
[23] india

Top Hashtags in Tweet in G6:
[992] ddj
[722] dataviz
[494] nodejs
[386] datajournalism
[298] opensource
[287] datascience
[277] data
[257] datavisualization
[255] infographics
[253] gis

Top Hashtags in Tweet in G7:
[689] ddj
[62] alertejob
[53] rstats
[52] thread
[44] python
[30] osint
[30] eijc21
[18] data
[17] dataharvest
[17] journalism

Top Hashtags in Tweet in G8:
[570] ddj
[139] dataviz
[103] opengov
[76] opendata
[70] data
[43] datajournalism
[36] civictech
[30] foia
[27] bethemedia
[25] journalism

Top Hashtags in Tweet in G9:
[362] ddj
[12] ibama
[12] meioambiente
[1] opendata
[1] econtwitter

Top Hashtags in Tweet in G10:
[266] ddj
[264] nohaynadiemasgrandequerf
[263] pero

Top Words
Top Words in Tweet in Entire Graph:
[25154] #ddj
[7806] data
[4817] #dataviz
[4348] die
[3188] 10
[2719] journalism
[2505] #datajournalism
[2042] top
[1990] в
[1818] more

Top Words in Tweet in G1:
[8285] #ddj
[3478] data
[1901] 10
[1818] #dataviz
[1464] #datajournalism
[1434] journalism
[1399] в
[1307] top
[919] veri
[889] more

Top Words in Tweet in G2:
[4746] #ddj
[3900] die
[931] impfung
[879] #corona
[840] tagesspiegel
[628] daten
[617] 10
[613] #dataviz
[543] viele
[516] gut

Top Words in Tweet in G3:
[2416] #ddj
[1082] edjnet
[767] data
[389] team
[344] ftdata
[271] job
[271] #dataviz
[256] #covid_19
[255] join
[229] alert

Top Words in Tweet in G4:
[1221] #ddj
[1012] data
[604] journalism
[402] #dataviz
[267] #openaccess
[254] handbook
[243] published
[222] dados
[212] em
[207] today

Top Words in Tweet in G5:
[578] #ddj
[565] ajlabs
[513] ajenglish
[504] latest
[247] refugees
[233] explain
[219] human
[212] israeli
[210] occupation
[210] maps

Top Words in Tweet in G6:
[1054] #ddj
[743] #dataviz
[494] #nodejs
[395] #datajournalism
[298] #opensource
[287] #datascience
[278] #datavisualization
[277] #data
[262] #infographics
[253] #map

Top Words in Tweet in G7:
[710] #ddj
[441] data
[269] journalisme
[178] gt
[161] données
[139] top
[134] 10
[131] par
[127] liens
[123] semaine

Top Words in Tweet in G8:
[680] #ddj
[446] data
[227] tools
[224] more
[192] #dataviz
[156] #opengov
[145] scraping
[145] journalist's
[145] toolbox
[143] training

Top Words in Tweet in G9:
[362] #ddj
[281] não
[234] metropoles
[182] mas
[165] escola
[165] pública
[165] também
[128] em
[98] lixo
[83] eu

Top Words in Tweet in G10:
[266] #ddj
[264] #nohaynadiemasgrandequerf
[263] novak
[263] djokovic
[263] mejor
[263] tenista
[263] tiempos
[263] nadal
[263] segundo
[263] #pero

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2137] data,journalism
[1955] #ddj,#dataviz
[1873] 10,#ddj
[1673] top,10
[1116] #dataviz,#ddj
[895] #ddj,#datajournalism
[594] топ,10
[564] #ddj,#rstats
[491] в,топ
[490] #ddj,tagesspiegel

Top Word Pairs in Tweet in G1:
[1397] 10,#ddj
[1170] data,journalism
[1088] top,10
[867] #ddj,#dataviz
[561] топ,10
[535] #ddj,#datajournalism
[471] в,топ
[449] #ddj,gijn
[376] #dataviz,#ddj
[351] gijn,рус

Top Word Pairs in Tweet in G2:
[489] #ddj,tagesspiegel
[468] hoch,die
[462] gut,schützt
[462] schützt,impfung
[462] impfung,10
[462] 10,juli
[462] juli,#corona
[462] #corona,hoch
[462] die,wahrscheinlichkeit
[462] wahrscheinlichkeit,schwer

Top Word Pairs in Tweet in G3:
[381] edjnet,#ddj
[318] ftdata,team
[275] #ddj,edjnet
[243] join,ftdata
[228] job,alert
[205] #ddj,#rstats
[187] data,journalist
[175] journalist,join
[175] team,london
[175] alert,re

Top Word Pairs in Tweet in G4:
[482] data,journalism
[244] journalism,handbook
[187] handbook,towards
[187] towards,critical
[187] critical,data
[187] data,practice
[180] #dataviz,#openaccess
[173] excited,announce
[165] practice,published
[163] #ddj,#ddjbook

Top Word Pairs in Tweet in G5:
[338] ajlabs,#ddj
[337] latest,ajenglish
[337] ajenglish,ajlabs
[208] israeli,military
[208] military,occupation
[208] occupation,shape
[208] shape,part
[208] part,palestinians
[208] palestinians,lives
[208] lives,13

Top Word Pairs in Tweet in G6:
[249] #datascience,#ddj
[247] #excel,add
[247] add,#dataviz
[247] #dataviz,excel
[247] excel,#d3js
[247] #d3js,#github
[247] #github,#data
[247] #data,#datavizualization
[247] #datavizualization,#javascript
[247] #javascript,#json

Top Word Pairs in Tweet in G7:
[236] data,journalisme
[118] gt,#ddj
[117] top,10
[114] liens,data
[112] 10,liens
[109] journalisme,semaine
[79] data,journaliste
[70] #ddj,#ddjch
[67] recrute,data
[66] journaliste,#ddj

Top Word Pairs in Tweet in G8:
[145] journalist's,toolbox
[118] #opengov,#opendata
[104] #opendata,#ddj
[81] #ddj,#datajournalism
[81] more,#dataviz
[80] training,video
[78] #dataviz,#ddj
[77] tools,scraping
[77] data,journalism
[74] #datajournalism,#dataviz

Top Word Pairs in Tweet in G9:
[228] metropoles,#ddj
[165] escola,pública
[165] pública,mas
[165] mas,também
[165] também,não
[165] não,metropoles
[49] acontece,lixo
[49] lixo,reciclável
[49] reciclável,em
[49] em,brasília

Top Word Pairs in Tweet in G10:
[263] novak,djokovic
[263] djokovic,mejor
[263] mejor,tenista
[263] tenista,tiempos
[263] tiempos,nadal
[263] nadal,segundo
[263] segundo,#pero
[263] #pero,#nohaynadiemasgrandequerf
[263] #nohaynadiemasgrandequerf,manera
[263] manera,explico

Top Replied-To
Top Replied-To in Entire Graph:
@thayslavor
@jburnmurdoch
@sigmaawards
@kloopnews
@clancynewyork
@agencialupa
@theeconomist
@theatlantic
@ericuman
@wij_uk

Top Replied-To in G1:
@sigmaawards
@jburnmurdoch
@kloopnews
@theatlantic
@theeconomist
@wij_uk
@code4africa
@reutersgraphics
@buzzfeednews
@nytgraphics

Top Replied-To in G2:
@chelm
@wahlatlas
@online_mm
@msi_bw
@c_endt
@patrickstotz
@medienwandler
@dataskop_net
@a_tack
@ulrichkelber

Top Replied-To in G3:
@jburnmurdoch
@nbcnews
@paulbradshaw
@eulawdatapubs

Top Replied-To in G4:
@clancynewyork
@agencialupa
@vivizzi
@andreylibrelon
@hnrqsb
@luciamesquita
@wij_uk
@tableauing
@iloaguiar
@wisevis

Top Replied-To in G6:
@carlocalenda
@gijn
@flavia_marzano
@cannedcat
@flaviadegreg
@patriziaprestip
@marilur1
@lucasofri
@virginiaraggi

Top Replied-To in G7:
@opencontracting
@gaelhurlimann
@guillaumeauda
@ledevoir

Top Replied-To in G8:
@ericuman
@ap
@justiceoig
@whcos
@nbcnews
@sigmaawards

Top Replied-To in G10:
@luisalvarez_1

Top Mentioned
Top Mentioned in Entire Graph:
@edjnet
@gijn
@tagesspiegel
@ajenglish
@ajlabs
@ftdata
@sigmaawards
@sz
@nytimes
@metropoles

Top Mentioned in G1:
@gijn
@sigmaawards
@code4africa
@datajournalism
@bcujournalism
@albertocairo
@ftdata
@nytimes
@smfrogers
@theeconomist

Top Mentioned in G2:
@tagesspiegel
@sz
@fusionbasehq
@_davidmeidinger
@funkeinteraktiv
@c_endt
@chelm
@helenawittlich
@correctiv_org
@tamaraflemisch

Top Mentioned in G3:
@edjnet
@ftdata
@civio
@investigate_eu
@m0bilerep0rter
@emibarbiroglio
@maberalv
@carmen_tm_
@balcanicaucaso
@sotsideris

Top Mentioned in G4:
@amsterdamupress
@jkeefe
@bb_liliana
@bahareh360
@angrybunnie
@luciamesquita
@jcourses
@jwyg
@journpractice
@insper

Top Mentioned in G5:
@ajlabs
@ajenglish
@haddadme
@hannaduggal
@gijn
@ajminstitute
@christinezhang
@chehayebk
@sebbillard_

Top Mentioned in G6:
@la_lettura
@ilpost
@severinocolombo
@cecicecia
@serena_danna
@unesco
@europeandesign
@hasselfallas
@ildalatam
@hivosamlatina

Top Mentioned in G7:
@letemps
@rue89strasbourg
@sarachaoukis
@theicir
@ijbaofficiel
@gijn
@stachanna
@gijnafrica
@sigmaawards
@alexabdelilah

Top Mentioned in G8:
@propublica
@epa
@wsj
@cmsgov
@nytimes
@google
@fbi
@newhumanitarian
@opensecretsdc
@moneyinpolitics

Top Mentioned in G9:
@metropoles
@pulitzercenter
@raphael_veleda
@abraji
@deolhonosdados
@jairbolsonaro
@flaviasaid
@ajenglish
@ajlabs
@haddadme

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@jurylady5
@odio_nao
@chidambara09
@edinburghwatch
@sjb6991
@rk70534
@world_news_eng
@xaelbot
@loupo85

Top Tweeters in G1:
@jornalistavitor
@sjb6991
@loupo85
@billm9
@aaroncuddeback
@john1966olsen
@httweets
@indiatoday
@repubblica
@1loriking

Top Tweeters in G2:
@rodolfoxoliz
@andreasandy3131
@chrisbrey1
@scheerenberger
@andrewmorrisuk
@yoga_and_more
@leighlike1234
@emet_news_press
@paulpaul49
@mokomokai

Top Tweeters in G3:
@world_news_eng
@rjber15
@_redfrog
@yarosisnancy
@lizditz
@kokusizu2
@velocity2121
@gr8musicvenues
@katcapps
@breinguash

Top Tweeters in G4:
@chidambara09
@mulher_noticia
@dgendvil
@animatorspal
@kimvie
@g1
@lavanguardia
@warley_lopes
@rmtakata
@thejournal_ie

Top Tweeters in G5:
@rk70534
@homegypsy
@profsunnysingh
@uniqueloves
@encourageaap
@glynmoody
@nihaustin
@querrier_
@tdzwilewski
@hughjaeger

Top Tweeters in G6:
@discovertech3
@morolswediu
@coder_487
@aldoceccarelli
@codegnuts
@friday_js_bot
@dataaugmented
@fabriciosx
@godfrey_g_
@code_convention

Top Tweeters in G7:
@s_total_s2
@le_figaro
@ml_tweet_bot
@bfmtv
@stachanna
@jeandoobs
@afpfr
@dascritch
@julllietteb
@franceinfo

Top Tweeters in G8:
@jurylady5
@b1e56df9ce6549f
@lorettabower3
@lellingw
@netbacker
@nayasala
@katgodspell
@charles_gaba
@caffeineandhate
@wsj

Top Tweeters in G9:
@ary_antipt
@trunfim
@marialcab
@silvrib
@sonia_divinaa
@silmarq
@malungorei
@marcelojgonca
@thiagofc1982
@jgzzzo

Top Tweeters in G10:
@juanchitico50
@ezeeayestaran
@ralilop
@rodrigofe30
@jimmyduranluna
@fjvasquezhn
@steven_m_11
@fabriciobarona
@vick_delgado
@luisalvarez_1


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