#ddj OR (data journalism), Twitter, 2/3/2020 10:37:26 AM, 220504


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#ddj OR (data journalism)_2020-02-03_02-08-11.xlsx
#ddj OR (data journalism)_2020-02-03_02-08-11.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
February 03, 2020
Short Description:
#ddj OR (data journalism) via NodeXL http://bit.ly/2RSqXrB
@gijn
@gijnru
@ajlabs
@jornalismodados
@jscarto
@dashboarddr
@pinardag
@grjenkin
@ajenglish
@albertocairo

Top hashtags:
#ddj
#dataviz
#journalism
#australia
#data
#سارےغدارہونگےگرفتار
#auschwitz
#coronavirus

Description:
Description
The graph represents a network of 3,498 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, 03 February 2020 at 10:09 UTC.

The requested date range was from Monday, 27 January 2020 at 00:00 UTC through Monday, 03 February 2020 at 00:00 UTC.

The tweets in the network were tweeted over the 6-day, 20-hour, 56-minute period from Monday, 27 January 2020 at 00:00 UTC to Sunday, 02 February 2020 at 20:57 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 : 3498
Unique Edges : 4424
Edges With Duplicates : 919
Total Edges : 5343
Number of Edge Types : 4
Mentions : 1488
MentionsInRetweet : 3355
Replies to : 140
Tweet : 360
Self-Loops : 360
Reciprocated Vertex Pair Ratio : 0.0213160333642261
Reciprocated Edge Ratio : 0.0417422867513612
Connected Components : 370
Single-Vertex Connected Components : 124
Maximum Vertices in a Connected Component : 1936
Maximum Edges in a Connected Component : 3598
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.813036
Graph Density : 0.000360351345832162
Modularity : 0.783279
NodeXL Version : 1.0.1.423
Data Import : The graph represents a network of 3,498 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, 03 February 2020 at 10:09 UTC.

The requested date range was from Monday, 27 January 2020 at 00:00 UTC through Monday, 03 February 2020 at 00:00 UTC.

The tweets in the network were tweeted over the 6-day, 20-hour, 56-minute period from Monday, 27 January 2020 at 00:00 UTC to Sunday, 02 February 2020 at 20:57 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:
[54] https://slate.com/technology/2020/01/facebook-clear-history-button-data-web-browsing.html
[52] https://www.opendemocracy.net/en/5050/apply-for-a-2020-data-journalism-fellowship-focused-on-womens-and-lgbtiq-rights/
[35] https://gijn.org/2020/01/30/gijns-data-journalism-top-10-mapping-coronavirus-saving-the-nile-protests-in-hungary-annotating-visualizations/
[31] https://interactive.aljazeera.com/aje/2020/saving-the-nile/index.html
[28] https://cj2020.northeastern.edu/registering-attending/
[26] http://www.thefunctionalart.com/2020/01/a-nice-short-video-about-misleading.html
[15] https://www.journalism.org/2020/01/24/u-s-media-polarization-and-the-2020-election-a-nation-divided/
[14] http://www.thefunctionalart.com/2020/01/an-example-of-how-to-annotate.html
[11] https://www.nytimes.com/interactive/2020/world/asia/china-coronavirus-contain.html
[10] https://www.niemanlab.org/2020/01/text-for-housing-data-service-outlier-media-and-muckrock-combine-to-close-more-information-gaps-around-the-country/

Top URLs in Tweet in G1:
[24] http://www.thefunctionalart.com/2020/01/a-nice-short-video-about-misleading.html
[22] https://gijn.org/2020/01/30/gijns-data-journalism-top-10-mapping-coronavirus-saving-the-nile-protests-in-hungary-annotating-visualizations/
[14] http://www.thefunctionalart.com/2020/01/an-example-of-how-to-annotate.html
[8] https://www.openaire.eu/blogs/turkey-research-data-and-open-data-task-force-established
[7] https://datajournalism.com/awards
[7] https://www.iae.org.tr/Aktivite-Detay/Haritacinin-Kaleminde-Sehir-ve-Doga-Erken-Modern-Donem-Istanbul-Haritalarinda-Cevre-Tahayyulleri-Cigdem-Kafescioglu/194
[5] https://gijn.org/2020/01/23/gijns-data-journalism-top-10-luanda-leaks-a-disappeared-lake-animated-graphics-data-mapping-nicar/
[5] https://datalands.co/
[4] https://ijnet.org/en/opportunity/data-journalism-awards-launched-worldwide
[4] http://www.verigazeteciligi.com/gercek-zamanli-koronavirusu-verileri/

Top URLs in Tweet in G2:
[2] https://twitter.com/pewresearch/status/1223354526025035776
[2] http://colaboradados.com.br/podcast.html
[2] https://t.co
[1] https://twitter.com/i/web/status/1221594205635719168
[1] https://twitter.com/i/web/status/1223828779354787840
[1] https://twitter.com/i/web/status/1223813678887329797
[1] https://twitter.com/i/web/status/1223985433203396608
[1] https://twitter.com/i/web/status/1223744159774920711
[1] https://twitter.com/i/web/status/1223722251159252993
[1] https://twitter.com/i/web/status/1223577702118064128

Top URLs in Tweet in G3:
[8] https://www.opendemocracy.net/en/5050/apply-for-a-2020-data-journalism-fellowship-focused-on-womens-and-lgbtiq-rights/
[4] https://opportunities.codeforafrica.org/2020/01/15/academy-trainer-nairobi-kenya/
[2] https://www.opendemocracy.net/en/5050/apply-2020-investigative-journalism-fellowship-focused-sexual-and-reproductive-health/
[1] https://mailchi.mp/opendemocracy/inside-the-ultra-conservative-war-on-the-inter-american-human-rights-system-2722287?e=b88b5ec9b0
[1] https://www.opendemocracy.net/en/5050/apply-for-a-2020-data-journalism-fellowship-focused-on-womens-and-lgbtiq-rights/?utm_source=50.50&utm_campaign=9d2076d94d-EMAIL_CAMPAIGN_2019_09_10_12_48_COPY_01&utm_medium=email&utm_term=0_89d6c8b9eb-9d2076d94d-408094713

Top URLs in Tweet in G4:
[10] https://www.aljazeera.com:443/nile
[3] https://www.aljazeera.net:443/nile
[1] https://twitter.com/Mapbox/status/1222261826467127296
[1] https://twitter.com/mapbox/status/1222658218918367233

Top URLs in Tweet in G5:
[6] https://www.opendemocracy.net/en/5050/apply-for-a-2020-data-journalism-fellowship-focused-on-womens-and-lgbtiq-rights/
[6] 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-SR-Digital-DJ-Controller-Free-Shipping-No-Reserve-72-/202886368168
[3] https://twitter.com/adams_at/status/1222506644761911296
[3] https://digitaledition.telegraph.co.uk/editions/edition_YDy3A_2020-01-29/data/778333/index.html?share=1&WT.mc_id=tmgapp_inar_share&utm_source=tmgapp&utm_medium=inar&utm_content=share&utm_campaign=tmgapp_inar_share&Expires=1582675200&Signature=Ud~vUtmjZoXgNReXVxsU85dMBGTPMMvWvVesO9B1mYS7C4SICWCnwBf~V7j3qXkzMCvpWbi~CyTtCPcwTVvokrAOgV1O--sAEnQ3DNue5y7iKh2Xxbx7aVH~BR5InZWsPIdIM4brIlFFdQkLUzYyfOpbR9W~Y7fgdQmPPahDSZ6BVEGbJEHXcd1gDhd9sP-Jlx2It3yPX3tgtZqCXpOeF-GTDxBy4Q3TF4qCsfv76R-PMfTv49SeR8NQhMj-hVxIkcwLFNxRanotpyZVyrolYUT5wWNZSpcDDMuO9k707TYbOHfDKKRpw~MlIc7iIZwthjvk1mYGweWw2tMHjKWGCw__&Key-Pair-Id=APKAJLCEPDGCTPVKXNOA
[2] https://sproutsocial.com/adapt/visual-journalism-data-storytelling/
[2] https://www.journalism.co.uk/vocational-skills-study/storytelling-with-infographics/s43/a705032/
[2] https://www.niemanlab.org/2018/03/by-mass-texting-local-residents-outlier-media-connects-low-income-news-consumers-to-useful-personalized-data/
[2] https://gijn.org/2020/01/30/gijns-data-journalism-top-10-mapping-coronavirus-saving-the-nile-protests-in-hungary-annotating-visualizations/
[2] https://ijnet.org/en/opportunity/opendemocracy-seeks-data-journalism-fellow-and-pitches-feminist-resistance-worldwide
[2] https://www.journalism.org/2020/01/24/u-s-media-polarization-and-the-2020-election-a-nation-divided/

Top URLs in Tweet in G6:
[9] https://gijn.org/2020/01/30/gijns-data-journalism-top-10-mapping-coronavirus-saving-the-nile-protests-in-hungary-annotating-visualizations/
[8] https://www.icij.org/blog/2019/11/safety-data-from-20-countries-added-to-implant-files-database/
[4] https://gijn.org/2020/01/23/gijns-data-journalism-top-10-luanda-leaks-a-disappeared-lake-animated-graphics-data-mapping-nicar/
[2] https://www.facebook.com/gijnInRussian/photos/a.205881476554330/820423845100087/
[2] https://atlo.team/tuntetesek-magyarorszagon/
[2] https://www.journaliststoolbox.org/2019/11/21/online_journalism/
[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/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://www.icij.org/investigations/luanda-leaks/explore-how-to-build-a-business-empire/?utm_campaign=Sprout&utm_content=isabel_dos_santos_was_18_&utm_medium=social&utm_source=twitter
[1] https://knife.media/google-dataset-search/?fbclid=IwAR1C5cA0myVJffg_Qlookp2lJOzWHl1tmXilAiSu7gVYg1tTvC253n1xjB0

Top URLs in Tweet in G7:
[4] https://interactivo.eluniversal.com.mx/2020/homicidios-municipios/
[2] https://link.medium.com/WgHg5vL0F3
[1] https://contralacorrupcion.mx/explotadores-agua-mexico/
[1] https://medium.com/nightingale/twelve-million-phones-one-dataset-zero-privacy-an-interview-with-the-new-york-times-stuart-a-e2988d398ba3
[1] https://twitter.com/byMadisonHall/status/1221817787179503617
[1] http://www.thefunctionalart.com/2020/01/a-nice-short-video-about-misleading.html
[1] https://twitter.com/josephfcox/status/1222874149422395393
[1] https://twitter.com/bymadisonhall/status/1221828781687607296
[1] https://datajournalism.com/awards

Top URLs in Tweet in G8:
[3] https://interaktiv.tagesspiegel.de/lab/karten-so-hat-sich-das-coronavirus-ausgebreitet/
[1] http://www.tagesspiegel.de/niemals-vergessen
[1] https://digitalpresent.tagesspiegel.de/woher-das-neue-coronavirus-kommt
[1] https://interaktiv.tagesspiegel.de/lab/3-jahre-trump-in-15-grafiken/
[1] https://interaktiv.tagesspiegel.de/lab/niemals-vergessen/
[1] https://www.goethe.de/ins/na/en/ver.cfm?fuseaction=events.detail&event_id=21750377
[1] https://www.goethe.de/ins/na/en/ver.cfm?fuseaction=events.detail&event_id=21750457

Top URLs in Tweet in G9:
[28] https://cj2020.northeastern.edu/registering-attending/
[13] https://www.journalism.org/2020/01/24/u-s-media-polarization-and-the-2020-election-a-nation-divided/
[2] https://www.storybench.org/category/data-journalism-in-r/
[2] https://theoutline.com/post/7531/running-from-cops-podcast-interview-dan-taberski
[1] https://cj2020.northeastern.edu
[1] https://www.journalism.co.uk/news/quartz-ai-studio-launches-an-open-source-platform-to-help-journalists-use-machine-learning/s2/a732936/?utm_source=API%20Need%20to%20Know%20newsletter&utm_campaign=79490a91bd-EMAIL_CAMPAIGN_2020_01_22_12_57&utm_medium=email&utm_term=0_e3bf78af04-79490a91bd-45929239
[1] https://github.com/rstudio/leaflet.mapboxgl
[1] https://twitter.com/Mapbox/status/1222261826467127296
[1] https://github.com/enixam
[1] https://qiushi.rbind.io/

Top URLs in Tweet in G10:
[29] https://interactive.aljazeera.com/aje/2020/saving-the-nile/index.html
[6] https://www.aljazeera.net:443/nile
[2] https://www.aljazeera.com/programmes/whose-truth-is-it-anyway/2019/11/truth-numbers-redefining-data-journalism-art-191114091038371.html
[1] https://interactive.aljazeera.com/aje/2019/nations-divided-mapping-canadas-pipeline/index.html

Top Domains
Top Domains in Tweet in Entire Graph:
[202] twitter.com
[62] opendemocracy.net
[55] slate.com
[48] gijn.org
[44] aljazeera.com
[42] thefunctionalart.com
[30] medium.com
[29] northeastern.edu
[24] journalism.org
[21] datacenterfrontier.com

Top Domains in Tweet in G1:
[40] thefunctionalart.com
[30] gijn.org
[17] datajournalism.com
[10] twitter.com
[8] openaire.eu
[7] verigazeteciligi.com
[7] medium.com
[7] org.tr
[6] ijnet.org
[5] datalands.co

Top Domains in Tweet in G2:
[105] twitter.com
[3] com.br
[2] t.co
[1] cmjornal.pt
[1] gijn.org

Top Domains in Tweet in G3:
[11] opendemocracy.net
[4] codeforafrica.org
[1] mailchi.mp

Top Domains in Tweet in G4:
[10] aljazeera.com
[3] aljazeera.net
[2] twitter.com

Top Domains in Tweet in G5:
[19] twitter.com
[10] instagram.com
[8] co.uk
[8] ebay.com
[7] opendemocracy.net
[4] niemanlab.org
[2] sproutsocial.com
[2] springer.com
[2] org.uk
[2] gijn.org

Top Domains in Tweet in G6:
[13] gijn.org
[11] icij.org
[9] journalism.org
[3] journaliststoolbox.org
[2] facebook.com
[2] atlo.team
[2] pewresearch.org
[1] knife.media
[1] datajournalism.com
[1] youtu.be

Top Domains in Tweet in G7:
[4] com.mx
[3] medium.com
[3] twitter.com
[1] contralacorrupcion.mx
[1] thefunctionalart.com
[1] datajournalism.com

Top Domains in Tweet in G8:
[7] tagesspiegel.de
[2] goethe.de

Top Domains in Tweet in G9:
[29] northeastern.edu
[13] journalism.org
[3] twitter.com
[2] storybench.org
[2] github.com
[2] theoutline.com
[2] springer.com
[1] co.uk
[1] rbind.io
[1] news-infographics-analytics-maps.media

Top Domains in Tweet in G10:
[32] aljazeera.com
[6] aljazeera.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[786] ddj
[270] dataviz
[85] journalism
[75] australia
[69] data
[68] سارےغدارہونگےگرفتار
[63] auschwitz
[57] coronavirus
[56] datajournalism
[42] infographics



Top Hashtags in Tweet in G1:
[164] ddj
[73] dataviz
[40] infographics
[32] data
[27] datajournalism
[24] howchartslie
[21] visuals
[18] vg
[12] journalism
[8] açıkveri

Top Hashtags in Tweet in G2:
[312] ddj
[3] documentingtheresistance
[3] cm
[3] redetvnews
[2] coluna7
[1] edwardsnowden
[1] jornalismo
[1] jornalismocientífico

Top Hashtags in Tweet in G3:
[4] ojo
[4] datajournalism
[3] lgbtiq
[1] datos
[1] women
[1] lgbtq

Top Hashtags in Tweet in G4:
[3] save_the_nile
[3] ddj
[1] elections2020
[1] journalism

Top Hashtags in Tweet in G5:
[36] ddj
[13] pioneer
[8] digital
[6] dj
[6] music
[5] chekroq
[5] dotdajoker
[5] mightyjoelungs
[4] pioneerdj
[4] rekordbox

Top Hashtags in Tweet in G6:
[30] ddj
[9] dataviz
[8] расследованиянедели
[7] конституцию
[4] google
[4] datasetsearch
[4] election
[3] luandaleaks
[3] трамп
[2] angola

Top Hashtags in Tweet in G7:
[10] ddj
[7] dataviz
[3] datos
[2] visualizacióndedatos
[2] juarez
[2] datajournalism
[1] visualization
[1] crime
[1] mexico
[1] periodismodedatos

Top Hashtags in Tweet in G8:
[63] auschwitz
[53] coronavirus
[38] holocaust
[34] ddj
[30] dataviz
[15] wuhan
[3] datenjournalismus
[2] auschwitz75
[2] niewieder
[1] trump

Top Hashtags in Tweet in G9:
[28] dataviz
[28] journalism
[28] media
[28] datavis
[28] ai
[28] nlp
[11] ddj
[10] rstudioconf
[7] boston
[6] gis

Top Hashtags in Tweet in G10:
[85] ddj
[78] dataviz
[8] in
[6] save_the_nile
[3] nile
[1] australia
[1] dams
[1] egypt
[1] ethiopia
[1] sudan

Top Words
Top Words in Tweet in Entire Graph:
[2155] Words in Sentiment List#1: Positive
[1281] Words in Sentiment List#2: Negative
[4] Words in Sentiment List#3: Angry/Violent
[75078] Non-categorized Words
[78514] Total Words
[1753] data
[1614] journalism
[786] #ddj
[452] em
[314] dou

Top Words in Tweet in G1:
[197] data
[164] #ddj
[117] journalism
[73] #dataviz
[60] top
[52] sigmaawards
[51] gijn
[47] year
[44] best
[43] propublica

Top Words in Tweet in G2:
[452] em
[314] dou
[312] #ddj
[161] jornalismo
[155] nada
[133] dados
[100] mas
[98] muito
[90] isentoes2
[90] tempos

Top Words in Tweet in G3:
[205] data
[153] journalism
[103] 5050od
[84] fellow
[74] opendemocracy
[62] namlyd
[55] skills
[54] sharpen
[53] come
[53] work

Top Words in Tweet in G4:
[309] في
[172] نهر
[130] الجفاف
[126] النيل
[120] essamheggy
[114] ان
[65] ما
[65] أهمية
[65] الاتفاق
[65] على

Top Words in Tweet in G5:
[107] data
[84] journalism
[36] #ddj
[13] #pioneer
[13] digital
[12] news
[12] sr
[11] political
[10] free
[10] more

Top Words in Tweet in G6:
[43] в
[30] #ddj
[28] data
[28] news
[25] gijn
[24] pewjournalism
[24] election
[17] co
[16] на
[16] online

Top Words in Tweet in G7:
[62] bymadisonhall
[51] hi
[51] everyone
[51] recently
[51] laid
[51] currently
[51] seeking
[51] employment
[51] doing
[51] social

Top Words in Tweet in G8:
[65] plateauton
[65] jahren
[63] 75
[63] #auschwitz
[63] befreit
[63] vergessen
[53] #coronavirus
[39] karten
[39] die
[38] man

Top Words in Tweet in G9:
[127] data
[120] journalism
[66] between
[56] computer
[56] science
[55] intersection
[47] limited
[47] number
[42] discounted
[39] open

Top Words in Tweet in G10:
[85] #ddj
[85] ajlabs
[79] impact
[78] analysing
[78] large
[78] world's
[78] famous
[78] river
[78] #dataviz
[77] saving

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[720] data,journalism
[312] dou,em
[312] em,#ddj
[114] نهر,في
[102] #dataviz,#ddj
[95] journalism,fellowship
[90] isentoes2,em
[90] em,tempos
[90] tempos,jornalismo
[90] jornalismo,militante

Top Word Pairs in Tweet in G1:
[81] data,journalism
[40] #dataviz,#infographics
[39] #infographics,#ddj
[38] spent,months
[38] months,last
[38] last,year
[38] year,collecting
[38] collecting,data
[38] data,overjoyed
[38] overjoyed,finally

Top Word Pairs in Tweet in G2:
[312] dou,em
[312] em,#ddj
[90] isentoes2,em
[90] em,tempos
[90] tempos,jornalismo
[90] jornalismo,militante
[90] militante,qual
[90] qual,muito
[90] muito,fala
[90] fala,mas

Top Word Pairs in Tweet in G3:
[142] data,journalism
[56] journalism,fellow
[54] sharpen,data
[53] come,work
[53] work,data
[53] fellow,5050od
[53] 5050od,sharpen
[53] data,storytelling
[53] storytelling,skills
[53] skills,paid

Top Word Pairs in Tweet in G4:
[114] نهر,في
[65] ما,أهمية
[65] أهمية,الاتفاق
[65] الاتفاق,على
[65] على,سيناريوهات
[65] سيناريوهات,الملئ
[65] الملئ,لسد
[65] لسد,النهضة
[65] النهضة,في
[65] في,سنوات

Top Word Pairs in Tweet in G5:
[38] data,journalism
[9] pioneer,ddj
[8] digital,dj
[8] dj,controller
[8] bids,#pioneer
[8] #pioneer,#ddj
[6] political,journalism
[6] lgbtiq,rights
[6] ddj,sr
[6] sr,digital

Top Word Pairs in Tweet in G6:
[19] election,news
[14] в,топ
[14] топ,10
[12] #ddj,gijn
[12] political,election
[11] adults,__
[11] __,common
[11] common,way
[11] way,political
[11] news,tv

Top Word Pairs in Tweet in G7:
[51] hi,everyone
[51] everyone,recently
[51] recently,laid
[51] laid,currently
[51] currently,seeking
[51] seeking,employment
[51] employment,doing
[51] doing,social
[51] social,media
[51] media,newsletter

Top Word Pairs in Tweet in G8:
[63] 75,jahren
[38] jahren,#auschwitz
[38] #auschwitz,befreit
[38] befreit,man
[38] man,#holocaust
[38] #holocaust,gedenken
[38] gedenken,niemals
[38] niemals,vergessen
[38] vergessen,neben
[37] plateauton,75

Top Word Pairs in Tweet in G9:
[60] between,data
[56] data,computer
[56] computer,science
[55] intersection,between
[48] science,journalism
[47] limited,number
[42] number,discounted
[39] open,limited
[36] computation,journalism
[33] data,journalism

Top Word Pairs in Tweet in G10:
[78] analysing,impact
[78] impact,large
[78] world's,famous
[78] famous,river
[77] large,dams
[77] dams,world's
[77] #ddj,ajlabs
[76] #dataviz,#ddj
[75] saving,nile
[75] nile,analysing

Top Replied-To
Top Replied-To in Entire Graph:
@katy_boss
@chrisluv
@vizchic
@rahulkanwal
@opendemocracy
@mckiedavid
@thehill
@oilinki
@helenawittlich
@janieoctia

Top Replied-To in G1:
@ajenglish
@datajournalism
@atloteam
@facttank
@halukamb
@janieoctia
@helenawittlich
@oilinki
@codeforafrica
@opendemocracy

Top Replied-To in G3:
@opendemocracy

Top Replied-To in G6:
@antoniocuga
@brianstelter
@mindaharts
@markmatthieu

Top Replied-To in G9:
@sharon000

Top Mentioned
Top Mentioned in Entire Graph:
@essamheggy
@5050od
@ajlabs
@isentoes2
@gijn
@ajenglish
@jscarto
@murpharoo
@maynereport
@thebettinaarndt

Top Mentioned in G1:
@gijn
@sigmaawards
@propublica
@albertocairo
@pinardag
@norris_report
@datajournalism
@maid_marianne
@darrenlonghk
@scmpgraphics

Top Mentioned in G2:
@isentoes2
@jornalismodados
@escoladedados
@centroknightut
@juditecypreste
@diogocortiz
@scarlosferrari
@allantercalivre
@abraji
@ijnetportugues

Top Mentioned in G3:
@5050od
@namlyd
@opendemocracy
@eyerainverses
@awdf01
@ijnet
@code4africa
@gijnafrica
@fatimavaldivia

Top Mentioned in G4:
@essamheggy
@haddadme
@aljazeera
@ajlabs
@mapbox
@ajarabic
@ryanbaumann
@nakeddataza
@eborgesrey

Top Mentioned in G5:
@djeditorialteam

Top Mentioned in G6:
@gijn
@pewjournalism
@icijorg
@gijnru
@pewresearch
@wwwproektmedia
@cxemu
@sindika_dokolo
@nver
@journtoolbox

Top Mentioned in G7:
@bymadisonhall
@danygm87
@stuartathompson
@datavizsociety
@jdanielgoh
@nytopinion
@privacypro
@el_universal
@gijnes
@pinardag

Top Mentioned in G8:
@plateauton
@tages
@michael_gegg
@helenawittlich
@_davidmeidinger
@tagesspiegel
@heiko_le
@lorz
@goethenamibia
@gijn

Top Mentioned in G9:
@mattcdata
@northeastern
@eborgesrey
@conradhackett
@storybench
@mjfrigaard
@nu_cfd
@pciuccarelli
@aleszubajak
@sharon000

Top Mentioned in G10:
@ajlabs
@ajenglish
@showkatshafi
@deanmuruven09
@ajengl
@ajarabic
@actiontiff
@mohammed222022
@ugaman01
@monachalabi

Top Tweeters
Top Tweeters in Entire Graph:
@missb62
@sectest9
@jurylady5
@eluniversal
@natransversal
@cloudwanderer3
@jude_mugabi
@independent
@___denise___eu_
@ecointernetdrgb

Top Tweeters in G1:
@thouautumn
@reuters
@dwatchnews
@deathtocrazy
@ft
@elsalvadorcom
@pcdnetwork
@yvesmulkers
@kingbiodun_
@smc752

Top Tweeters in G2:
@natransversal
@___denise___eu_
@redetv
@lucianelazzarin
@jornaloglobo
@madrilenha
@cmjornal
@g_de_almeida
@ligaaofilipe
@cacobrasil2

Top Tweeters in G3:
@jude_mugabi
@djmckenzieug
@omulungi_hawt
@huwsayer
@donahuejm
@beewol
@soafricane
@kyi_loss
@urythmyc
@noirenblanca

Top Tweeters in G4:
@inas_elkhouly
@fares40
@adamomr88
@lio_l_oil
@aymanma03103398
@elsawra_count
@lovelya91351459
@heshamabulnaga
@ahmedkabil23
@morgana00m

Top Tweeters in G5:
@ecointernetdrgb
@kevincarson1
@vk_hm
@banditelli
@leftlinks
@nyaribarii
@jccraves
@dd_nana_
@researchbuzz
@journalism

Top Tweeters in G6:
@kinshasaweb
@jot_au
@digyoursoul
@jenin140
@brianstelter
@alstarkey
@ewanhunter
@siquizas
@jrthatcher
@pewresearch

Top Tweeters in G7:
@eluniversal
@el_universal_mx
@_silversmith
@mariacabadas
@kriscolvin
@nytopinion
@steltenpower
@clancynewyork
@paasdev
@giseleando

Top Tweeters in G8:
@negation2010
@kuanqia
@dietersteffmann
@tagesspiegel
@mabogsi
@_missbeliever
@hlinke
@hesselmann
@bearlinner
@matthiasmeisner

Top Tweeters in G9:
@vedatsamur
@akdm_bot
@rstatstweet
@writerly_dee
@hal_9000_ai
@sunil_abraham
@dancow
@usmanbaghi
@aad34210
@hadleywickham

Top Tweeters in G10:
@lkafle
@ajarabic
@mahanthanut
@ajenglish
@unseennewsuk
@btkrth
@dannywijnhoud
@macharoesink
@maskani254
@davidsegarra