#ddj, Twitter, 2/3/2016 3:10:32 AM, 62018


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#ddj Twitter NodeXL SNA Map and Report for Wednesday, 03 February 2016 at 03:03 UTC
#ddj Twitter NodeXL SNA Map and Report for Wednesday, 03 February 2016 at 03:03 UTC
From:
marc_smith
Uploaded on:
February 03, 2016
Short Description:
#ddj via NodeXL http://bit.ly/1R08dQz
@schoolofdata
@edwardtufte
@srfdata
@warninggraphicc
@opendatazurich
@gijn
@geninnovate
@jburnmurdoch

Description:
Description
The graph represents a network of 1,096 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 Wednesday, 03 February 2016 at 03:04 UTC.

The requested date range was from Tuesday, 26 January 2016 at 00:00 UTC through Tuesday, 02 February 2016 at 19:03 UTC.

The tweets in the network were tweeted over the 7-day, 13-hour, 26-minute period from Tuesday, 26 January 2016 at 00:08 UTC to Tuesday, 02 February 2016 at 13:34 UTC.

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 : 1096
Unique Edges : 1581
Edges With Duplicates : 453
Total Edges : 2034
Self-Loops : 246
Reciprocated Vertex Pair Ratio : 0.0316831683168317
Reciprocated Edge Ratio : 0.0614203454894434
Connected Components : 116
Single-Vertex Connected Components : 45
Maximum Vertices in a Connected Component : 644
Maximum Edges in a Connected Component : 1151
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 5.485819
Graph Density : 0.0013023697630237
Modularity : 0.72407
NodeXL Version : 1.0.1.350

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[57] http://fivethirtyeight.com/features/stephen-curry-is-the-revolution/
[35] http://datajournalismhandbook.org/
[29] https://medium.com/code-for-africa/impactafrica-data-journalism-fund-kicks-off-with-call-for-investigative-proposals-33312b205052#.5nivajoaj
[28] http://www.elespanol.com/espana/20160128/97990526_0.html
[27] http://blog.tagesanzeiger.ch/datenblog/index.php/11293/so-kriminell-sind-auslaender-wirklich
[26] https://gist.github.com/johnburnmurdoch/7b27233cda45df326f5d
[22] http://www.elespanol.com/espana/20160126/97490310_0.html
[20] https://www.youtube.com/watch?v=VtssDE7sfWI&feature=youtu.be
[19] https://twitter.com/MarcBrup/status/691917232402755584/photo/1
[18] http://gijn.org/2016/01/26/top-ten-ddj-the-weeks-most-popular-data-journalism-links-84/

Top URLs in Tweet in G1:
[32] http://datajournalismhandbook.org/
[24] https://gist.github.com/johnburnmurdoch/7b27233cda45df326f5d
[15] http://schoolofdata.org/2016/01/22/16-blogs-for-2016/
[9] http://journocode.com/2016/01/28/your-first-choropleth-map/
[7] http://www.theguardian.com/technology/2016/jan/15/how-to-use-search-like-a-pro-10-tips-and-tricks-for-google-and-beyond
[6] https://github.com/Quartz/bad-data-guide
[5] http://programminghistorian.org/
[4] https://opendata.swiss/en/?utm_content=buffer4a49e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://warninggraphiccontent.tumblr.com/post/138469729451/1-february-2016
[2] https://projects.propublica.org/graphics/summer

Top URLs in Tweet in G2:
[57] http://fivethirtyeight.com/features/stephen-curry-is-the-revolution/
[13] http://blog.revolutionanalytics.com/2015/10/amanda-cox-on-using-r-at-the-nyt.html
[13] http://datastori.es/ds-56-amanda-cox-nyt/
[4] http://conorneill.com/2012/11/30/amazon-staff-meetings-no-powerpoint/
[2] http://jkunst.com/r/what-do-we-ask-in-stackoverflow/
[1] http://projects.fivethirtyeight.com/election-2016/primary-forecast/?ex_cid=story-twitter
[1] http://www.npr.org/2016/01/26/464469787/fivethirtyeight-measures-impact-of-presidential-newspaper-endorsements?utm_source=twitter.com&utm_campaign=politics&utm_medium=social&utm_term=nprnews
[1] http://www.globaleditorsnetwork.org/programmes/data-journalism-awards/

Top URLs in Tweet in G3:
[14] http://gijn.org/2016/01/26/top-ten-ddj-the-weeks-most-popular-data-journalism-links-84/
[14] http://infoamazonia.org/embed/?map_only=1&map_id=2528&width=960&height=480&lat=-6.140554782450295&lon=-58.447265625&zoom=5
[7] http://gijn.org/2016/02/01/improve-your-data-literacy-16-blogs-to-follow-in-2016/
[6] http://www.prweek.com/article/1380461/tennis-racket-start-data-science-driven-journalism
[5] http://infoamazonia.org/embed/?map_only=1&map_id=3499&width=960&height=480
[5] http://infoamazonia.org/embed/?map_only=1&map_id=2530&width=960&height=480&lat=-4.171115454867424&lon=-55.6787109375&zoom=5
[5] http://fideicomisos.eluniversal.com.mx/asi-se-reparten-los-recursos
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=61505
[2] http://infoamazonia.org/embed/?map_only=1&map_id=12680&width=960&height=480
[2] http://www.baltimorefishbowl.com/stories/md-take-note-pa-fracking-water-contamination-higher-than-reported/

Top URLs in Tweet in G4:
[28] http://www.elespanol.com/espana/20160128/97990526_0.html
[22] http://www.elespanol.com/espana/20160126/97490310_0.html
[12] http://www.elmundo.es/grafico/economia/2016/01/26/56a63f4bca47414d348b456a.html
[5] http://observador.pt/interativo/resultados-presidenciais-2016/

Top URLs in Tweet in G5:
[6] http://www.hyblab.fr/hyblab-datajournalisme-2016-presentation-des-equipes/
[5] https://docs.google.com/forms/d/13t5SIEYfyHpTQsYrKIax35CT5vlwTfHutgYqQ8TfPfg/viewform?c=0&w=1
[4] http://learno.net/courses/doing-journalism-with-data-first-steps-skills-and-tools
[3] http://www.hyblab.fr/hyblab-datajournalisme-2016-les-projets-en-version-alpha/
[1] https://twitter.com/rapou/status/692719484474429440
[1] https://twitter.com/FlorianDel/status/694415724681392128
[1] http://schoolofdata.org/using-timemapperjs-for-data-storytelling/
[1] http://www.globaleditorsnetwork.org/programmes/data-journalism-awards/

Top URLs in Tweet in G7:
[12] http://www.globaleditorsnetwork.org/programmes/data-journalism-awards/
[10] http://datadrivenjournalism.net/resources/databasic?utm_content=buffer28ce5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] http://datadrivenjournalism.net/news_and_analysis/where_but_when_and_why_deaths_of_journalism?utm_content=buffera0a0c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] http://trib.al/vUyrTQz
[3] http://datadrivenjournalism.net/resources/dkan?utm_content=buffer69480&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://medium.com/code-for-africa/impactafrica-data-journalism-fund-kicks-off-with-call-for-investigative-proposals-33312b205052#.5nivajoaj
[2] https://source.opennews.org/articles/source-project-roundup-jan-26/
[2] http://datadrivenjournalism.net/featured_projects/out_of_sight_out_of_mind_using_visual_tools_to_reveal_the_human_impact_of_d
[2] http://www.nytco.com/amanda-cox-nam
[2] http://datadrivenjournalism.net/resources/databasic

Top URLs in Tweet in G8:
[21] http://blog.tagesanzeiger.ch/datenblog/index.php/11293/so-kriminell-sind-auslaender-wirklich
[17] https://twitter.com/MarcBrup/status/691917232402755584/photo/1
[13] https://opendata.swiss/de/
[6] https://netzwerkrecherche.org/blog/der-transparenz-verfechter/
[6] https://www.eventbrite.de/e/geobeer-12-in-wadenswil-tickets-21061689079
[6] https://twitter.com/GeoBeerCH/status/693103685459668992/photo/1
[4] http://journocode.com/2016/01/31/project-visualizing-whatsapp-chat-logs-part-1-cleaning-data/
[2] http://www.meetup.com/Hacks-Hackers-Zurich/events/228283285/
[1] http://qz.com/600590/we-brought-an-antenna-to-davos-to-track-private-air-travel-and-heres-what-we-found/
[1] http://schoolofdata.org/2016/01/22/16-blogs-for-2016/

Top URLs in Tweet in G9:
[3] https://medium.com/@jcstearns/the-best-online-journalism-and-storytelling-of-2015-6fe3be80ccd1#.nrfbhjumm
[1] http://blog.hubspot.com/marketing/toolbox-for-data-storytelling?utm_content=buffer5f73f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] http://www.solutionsjournalism.org/2016/01/15/back-by-popular-demand-sjn-workshop-in-nyc-on-21/
[1] http://blog.wan-ifra.org/2016/01/27/digital-priorities-for-publishers-a-global-snapshot
[1] https://twitter.com/HubSpot/status/694029412111613952
[1] https://t.co/7eSEsAffkM
[1] https://t.co/DHxp1SJMRy
[1] https://t.co/eHF1yMBYI7
[1] https://t.co/EUwaK7sO2h
[1] http://worldpopulationhistory.org/

Top URLs in Tweet in G10:
[13] http://www.forbes.com/sites/kalevleetaru/2016/01/08/mapping-the-geography-of-2015-through-massive-news-mining/
[3] http://www.clean-sheet.org/?utm_content=buffer068d3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://www.maartenlambrechts.be/why-you-shouldnt-use-infogram/
[2] https://blog.infogr.am/dataviz-101-dual-axis-charts/?utm_content=27452289&utm_medium=social&utm_source=twitter
[2] https://blog.infogr.am/simple-data-visualization-techniques/?utm_content=27449169&utm_medium=social&utm_source=twitter
[2] https://blog.infogr.am/interactive-data-visualizations/?utm_content=27052894&utm_medium=social&utm_source=twitter
[2] https://twitter.com/infogram/status/691774807097118721/photo/1
[2] http://ow.ly/X6ugd?utm_content=27254784&utm_medium=social&utm_source=twitter
[2] https://eagereyes.org/link/2015-year-in-graphics-links?utm_content=buffer0693a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://www.vox.com/science-and-health/2016/1/22/10811320/journalists-social-science?utm_content=bufferf05f2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top Domains
Top Domains in Tweet in Entire Graph:
[132] twitter.com
[123] herodote.net
[58] fivethirtyeight.com
[50] elespanol.com
[38] wikipedia.org
[37] github.com
[36] medium.com
[36] datajournalismhandbook.org
[34] datadrivenjournalism.net
[28] youtube.com

Top Domains in Tweet in G1:
[32] datajournalismhandbook.org
[30] github.com
[18] schoolofdata.org
[10] tumblr.com
[9] journocode.com
[7] theguardian.com
[5] programminghistorian.org
[5] opendata.swiss
[2] propublica.org
[2] linkis.com

Top Domains in Tweet in G2:
[58] fivethirtyeight.com
[13] revolutionanalytics.com
[13] datastori.es
[4] conorneill.com
[2] jkunst.com
[1] npr.org
[1] globaleditorsnetwork.org

Top Domains in Tweet in G3:
[26] infoamazonia.org
[22] gijn.org
[6] prweek.com
[5] com.mx
[4] nodexlgraphgallery.org
[2] baltimorefishbowl.com
[2] twitter.com
[1] ejo.ch
[1] datajournalismhandbook.org
[1] medium.com

Top Domains in Tweet in G4:
[50] elespanol.com
[12] elmundo.es
[5] observador.pt

Top Domains in Tweet in G5:
[9] hyblab.fr
[5] google.com
[4] learno.net
[2] twitter.com
[1] schoolofdata.org
[1] globaleditorsnetwork.org

Top Domains in Tweet in G7:
[31] datadrivenjournalism.net
[13] globaleditorsnetwork.org
[4] trib.al
[3] medium.com
[2] opennews.org
[2] nytco.com
[2] propublica.org
[2] buzzfeed.com
[2] twitter.com
[2] gijn.org

Top Domains in Tweet in G8:
[23] twitter.com
[21] tagesanzeiger.ch
[13] opendata.swiss
[6] netzwerkrecherche.org
[6] eventbrite.de
[4] journocode.com
[2] meetup.com
[1] qz.com
[1] schoolofdata.org
[1] natureindex.com

Top Domains in Tweet in G9:
[6] twitter.com
[4] t.co
[3] medium.com
[3] instagram.com
[2] datadrivenjournalism.net
[1] hubspot.com
[1] solutionsjournalism.org
[1] wan-ifra.org
[1] worldpopulationhistory.org
[1] ijnet.org

Top Domains in Tweet in G10:
[14] forbes.com
[7] infogr.am
[5] twitter.com
[4] maartenlambrechts.be
[4] google.com
[3] medium.com
[3] clean-sheet.org
[2] ow.ly
[2] eagereyes.org
[2] vox.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1408] ddj
[196] dataviz
[76] analytics
[62] rstats
[57] visualization
[56] hyblab
[54] opendata
[41] map
[40] data
[40] scodalikes



Top Hashtags in Tweet in G1:
[130] ddj
[37] scodalikes
[33] rstats
[24] d3js
[17] dataviz
[14] scodareads
[14] scodatip
[9] map
[9] leaflet
[6] opendata

Top Hashtags in Tweet in G2:
[79] ddj
[72] analytics
[57] visualization
[4] powerpoint
[4] presentations
[4] teaching
[2] rstats
[1] datajournalism
[1] dja2016

Top Hashtags in Tweet in G3:
[72] ddj
[26] map
[23] dataviz
[19] rainforest
[14] oil
[5] amazon
[5] opendata
[4] europarl
[4] nodexl
[4] recherche16

Top Hashtags in Tweet in G4:
[67] ddj
[33] datos
[5] dataviz

Top Hashtags in Tweet in G5:
[80] ddj
[56] hyblab
[13] dataviz
[12] brest
[11] nantes
[7] datajournalisme
[7] repos
[6] data
[1] hackathon
[1] rugby

Top Hashtags in Tweet in G6:
[48] ddj

Top Hashtags in Tweet in G7:
[72] ddj
[26] dataviz
[14] datajournalism
[13] datatool
[12] dja2016
[6] data
[4] bbcdataday
[4] storytelling
[3] impactafrica
[2] newsapp

Top Hashtags in Tweet in G8:
[56] ddj
[13] ogd
[6] rddj
[6] ddjch
[3] guesseractive
[3] dataviz
[1] sensor
[1] hackshackers

Top Hashtags in Tweet in G9:
[51] ddj
[8] dataviz
[5] pioneer
[5] data
[4] dj
[3] journalisme
[3] jcstearns
[3] rungomez
[3] longform
[3] longrea

Top Hashtags in Tweet in G10:
[68] ddj
[27] dataviz
[13] datascience
[13] gis
[13] bigdata
[5] charts
[3] infographics
[2] datavis
[2] dkmedier
[1] graphs

Top Words
Top Words in Tweet in Entire Graph:
[624] Words in Sentiment List#1: Positive
[156] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[21241] Non-categorized Words
[22021] Total Words
[1307] ddj
[305] data
[186] 01
[184] dataviz
[166] https

Top Words in Tweet in G1:
[126] ddj
[77] data
[66] schoolofdata
[48] http
[37] scodalikes
[34] journalism
[33] rstats
[32] handbook
[32] available
[32] russian

Top Words in Tweet in G2:
[74] edwardtufte
[63] ddj
[60] analytics
[59] https
[57] clever
[57] tracing
[57] steph
[57] curry
[57] career
[57] path

Top Words in Tweet in G3:
[66] ddj
[26] infoamazonia
[26] gijn
[26] map
[26] day
[23] dataviz
[19] rainforest
[17] data
[16] x
[14] top

Top Words in Tweet in G4:
[67] ddj
[59] elespanolcom
[33] datos
[33] españa
[28] así
[28] pone
[28] miles
[28] multas
[28] peor
[28] ratonera

Top Words in Tweet in G5:
[64] ddj
[59] hyblab
[28] jkostreche
[20] dataviz
[18] qui
[18] et
[17] brest
[16] journée
[16] d
[15] des

Top Words in Tweet in G6:
[96] great
[48] day
[48] bros
[48] thereal3t
[48] wwbgc
[48] excited
[48] things
[48] ddjfoundation
[48] ddj
[47] tjjackson

Top Words in Tweet in G7:
[63] ddj
[51] data
[28] ddjournalism
[28] ejcnet
[26] dataviz
[22] out
[15] databasic
[14] datajournalism
[13] online
[13] resource

Top Words in Tweet in G8:
[59] ddj
[20] 100
[17] srfdata
[17] viele
[17] ausländern
[17] wurden
[17] verzeigt
[17] wer
[17] traut
[17] sich

Top Words in Tweet in G9:
[53] ddj
[16] data
[8] dataviz
[6] pioneer
[5] dj
[4] music
[4] wego2
[4] journalism
[4] find
[4] 2015

Top Words in Tweet in G10:
[68] ddj
[29] dataviz
[15] stekhn
[14] data
[13] 2015
[13] true
[13] datascience
[13] gis
[13] bigdata
[11] charts

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[143] date__du__jour,ddj
[107] ddj,https
[71] ddj,dataviz
[66] data,journalism
[57] analytics,clever
[57] clever,tracing
[57] tracing,steph
[57] steph,curry
[57] curry,career
[57] career,path

Top Word Pairs in Tweet in G1:
[37] scodalikes,ddj
[35] schoolofdata,scodalikes
[32] ddj,data
[32] data,journalism
[32] journalism,handbook
[32] handbook,available
[32] available,russian
[32] russian,french
[32] french,spanish
[32] spanish,geo

Top Word Pairs in Tweet in G2:
[58] ddj,https
[57] analytics,clever
[57] clever,tracing
[57] tracing,steph
[57] steph,curry
[57] curry,career
[57] career,path
[57] path,compared
[57] compared,others
[57] others,visualization

Top Word Pairs in Tweet in G3:
[26] map,day
[23] infoamazonia,map
[14] data,journalism
[14] day,blocks
[14] blocks,oil
[14] oil,exploration
[14] exploration,rainforest
[14] rainforest,x
[14] x,indigenous
[14] indigenous,lands

Top Word Pairs in Tweet in G4:
[28] así,pone
[28] pone,miles
[28] miles,multas
[28] multas,peor
[28] peor,ratonera
[28] ratonera,madrid
[28] madrid,gobernado
[28] gobernado,carmena
[28] carmena,adelgado
[28] adelgado,ddj

Top Word Pairs in Tweet in G5:
[30] hyblab,ddj
[14] très,sympa
[14] sympa,nouvelle
[14] nouvelle,salle
[14] salle,créativité
[14] créativité,l'
[14] l',univnantes
[14] univnantes,qui
[14] qui,accueillera
[14] accueillera,entre

Top Word Pairs in Tweet in G6:
[48] great,day
[48] day,bros
[48] bros,thereal3t
[48] thereal3t,wwbgc
[48] wwbgc,excited
[48] excited,great
[48] great,things
[48] things,ddjfoundation
[48] ddjfoundation,ddj
[47] tjjackson,great

Top Word Pairs in Tweet in G7:
[23] ddj,dataviz
[22] data,ejcnet
[13] online,resource
[13] resource,helps
[13] helps,beginners
[13] beginners,work
[13] work,data
[12] confused,data
[12] data,databasic
[12] databasic,cool

Top Word Pairs in Tweet in G8:
[17] viele,100
[17] 100,ausländern
[17] ausländern,wurden
[17] wurden,verzeigt
[17] verzeigt,wer
[17] wer,traut
[17] traut,sich
[17] sich,eine
[17] eine,zahl
[17] zahl,schätzen

Top Word Pairs in Tweet in G9:
[5] pioneer,ddj
[3] ddj,sx
[3] ddj,wego2
[3] ddj,dataviz
[3] dataviz,ddj
[3] meilleur,journalisme
[3] journalisme,web
[3] web,2015
[3] 2015,une
[3] une,sélection

Top Word Pairs in Tweet in G10:
[13] stekhn,true
[13] true,ddj
[13] ddj,datascience
[13] datascience,dataviz
[13] dataviz,gis
[13] gis,bigdata
[7] dataviz,ddj
[7] full,story
[6] 2015,ddj
[5] grid,map

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@date__du__jour
@edwardtufte
@schoolofdata
@elespanolcom
@thereal3t
@wwbgc
@ddjfoundation
@tjjackson
@correctiv_org
@ddjournalism

Top Mentioned in G1:
@schoolofdata
@jburnmurdoch
@opendatazurich
@qz
@ch_bundesarchiv
@ftdata
@duc_qn
@fivethirtyeight
@upshotnyt
@propublica

Top Mentioned in G2:
@edwardtufte
@nprpolitics
@geninnovate
@mediagazer

Top Mentioned in G3:
@gijn
@infoamazonia
@floriandel
@albertocairo
@ejonews
@digitalspacelab
@dany145
@m_investigacion
@baltfishbowl
@publicherald

Top Mentioned in G4:
@elespanolcom
@adelgado
@elmundoes
@observadorpt
@sepirdata

Top Mentioned in G5:
@jkostreche
@univnantes
@dataspottlg
@mediarlab
@hyblab
@polytechnantes
@digidickinson
@nicolaskb
@paulbradshaw
@smfrogers

Top Mentioned in G6:
@thereal3t
@wwbgc
@ddjfoundation
@tjjackson

Top Mentioned in G7:
@ddjournalism
@ejcnet
@geninnovate
@pressfreedom
@dmedialab
@bbcrd
@mapinfluence
@source
@propubnerds

Top Mentioned in G8:
@srfdata
@marcbrup
@grssnbchr
@geobeerch
@journocode
@rastrau
@hackshackerszrh
@felixmichel
@tageswoche
@qz

Top Mentioned in G10:
@stekhn
@infogram
@datajourn
@thetimesie
@maartenzam
@infobldrs
@seanmccarthaigh
@carlostovarwsj
@thecounted
@jburnmurdoch

Top Tweeters
Top Tweeters in Entire Graph:
@loupo85
@top_now
@aprinc3ss88
@abbyprincess77
@bigdatatweetbot
@peacepiper
@dmarzal
@justicesoutien
@nytimes
@guardian

Top Tweeters in G1:
@guardian
@wildnfree1
@whitenoise1879
@qz
@ddt
@prfnv
@propublica
@pewresearch
@voxdotcom
@spopalzai

Top Tweeters in G2:
@jdrch
@madblackpoet
@damianome
@dutchlight360
@docksquad33
@ertugrulokan
@mar8kus
@mediagazer
@dcana
@infreqvent

Top Tweeters in G3:
@buzzfeed
@kriscolvin
@boletusedulius
@netizenrights
@jcstearns
@cleyderoncarati
@visualoop
@followlori
@albertocairo
@rungomez

Top Tweeters in G4:
@dmarzal
@politicareal_0
@gallarhernan
@elmundoes
@jumagaka
@manuelvergara62
@agisbertarnal
@eduardosuarez
@zibelinam
@elespanolcom

Top Tweeters in G5:
@cbultel44
@ldupin
@paulbradshaw
@blogpreston
@lesguer_2606
@digidickinson
@smfrogers
@univnantes
@ludovicgrousset
@pareto35

Top Tweeters in G6:
@aprinc3ss88
@abbyprincess77
@kimberlyvelasc7
@faratmani69
@evamariasaralyn
@ladymjfam
@maria_latina_
@judyann_67
@anneke_jackson
@ammi777

Top Tweeters in G7:
@loupo85
@miguelpaz
@thugmetrics
@morpheus_mx1
@adew
@pressfreedom
@mercedesortizz
@tutormentorteam
@arquitectoab
@laultima

Top Tweeters in G8:
@peacepiper
@sebaso
@a_ka_es
@mehr_demokratie
@johl
@ahzf
@tageswoche
@alias_eitel
@theosint
@michele__barone

Top Tweeters in G9:
@top_now
@briangreene
@mrmozartoficial
@prbizdaily
@shima_lucio
@supriya_nigam
@paolo_maiellaro
@phillipadsmith
@anemptybarstool
@verabunse

Top Tweeters in G10:
@irishexaminer
@atanas
@pkellypr
@ellenmcoyne
@jorgegtzreynaga
@roakleyirl
@infobldrs
@iamgeorgekamau
@goodnewdayz
@ellenhuet