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#ddj Twitter NodeXL SNA Map and Report for Tuesday, 27 June 2017 at 22:12 UTC
#ddj Twitter NodeXL SNA Map and Report for Tuesday, 27 June 2017 at 22:12 UTC
From:
marc_smith
Uploaded on:
June 27, 2017
Short Description:
#ddj via NodeXL http://bit.ly/2ufZAco
@gijn
@alevergara78
@albertocairo
@juliustroeger
@ddjournalism
@smfrogers
@okfn
@warninggraphicc

Description:
Description
The graph represents a network of 883 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 Tuesday, 27 June 2017 at 22:14 UTC.

The requested date range was from Monday, 19 June 2017 at 00:00 UTC through Monday, 26 June 2017 at 23:59 UTC.

The tweets in the network were tweeted over the 7-day, 19-hour, 44-minute period from Monday, 19 June 2017 at 04:01 UTC to Monday, 26 June 2017 at 23:45 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 : 883
Unique Edges : 1433
Edges With Duplicates : 485
Total Edges : 1918
Number of Edge Types : 3
Mentions : 1601
Tweet : 293
Replies to : 24
Self-Loops : 293
Reciprocated Vertex Pair Ratio : 0.0363372093023256
Reciprocated Edge Ratio : 0.0701262272089762
Connected Components : 114
Single-Vertex Connected Components : 54
Maximum Vertices in a Connected Component : 614
Maximum Edges in a Connected Component : 1428
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.873278
Graph Density : 0.00183100797888049
Modularity : 0.656711
NodeXL Version : 1.0.1.384

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[23] https://sisweb.ucd.ie/usis/!W_HU_MENU.P_PUBLISH?p_tag=PROG&MAJR=W386
[14] https://www.hanna-und-ismail.de/
[13] https://www.hanna-und-ismail.de/methodik.html#analyse
[12] https://schoolofdata.org/2017/06/21/welcoming-our-2017-fellows-and-data-experts/?utm_content=buffer961c1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[12] http://www.icfj.org/icfj-knight-fellowship-latin-america?utm_content=buffer2b0d2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[11] https://www.theguardian.com/politics/datablog/ng-interactive/2017/jun/20/young-voters-class-and-turnout-how-britain-voted-in-2017?CMP=share_btn_tw
[11] http://es.scoda.okfn.org/?p=1851
[10] http://gijn.org/2017/06/21/top-ten-ddj-this-weeks-top-data-journalism-4/
[10] https://www.siliconrepublic.com/innovation/data-journalism-media-newsroom?platform=hootsuite
[9] http://datajconf.com

Top URLs in Tweet in G1:
[9] http://gijn.org/2017/06/21/top-ten-ddj-this-weeks-top-data-journalism-4/
[3] https://roape.net/2017/05/31/rwandan-poverty-statistics-exposing-donor-darling/
[3] http://www.mfwa.org/wp-content/uploads/2017/06/Freedom_Monitor-Jan-March-2017.pdf?platform=hootsuite
[2] https://www.apb-tutzing.de/programm/tagung/31-4-17
[2] https://blog.qz.com/how-data-could-change-african-newsrooms-3db25ee9d125?platform=hootsuite
[2] https://www.hrw.org/report/2017/06/15/manna-heaven/how-health-and-education-pay-price-self-dealing-equatorial-guinea?platform=hootsuite
[2] https://blog.core.okfn.org/files/2017/06/FinalreportTheStateofOpenGovernmentDatain2017.pdf?utm_content=buffer368b7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.theverge.com/2013/11/14/5103104/make-your-own-collages-straight-from-google-search
[2] https://projects.propublica.org/graphics/data-institute-2016
[2] http://gijn.org/2017/06/21/top-ten-ddj-this-weeks-top-data-journalism-4/?platform=hootsuite

Top URLs in Tweet in G2:
[12] https://schoolofdata.org/2017/06/21/welcoming-our-2017-fellows-and-data-experts/?utm_content=buffer961c1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://openpolicing.stanford.edu/
[8] https://schoolofdata.org/2017/06/21/welcoming-our-2017-fellows-and-data-experts/?utm_content=bufferec7b7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://schoolofdata.org/2017/06/21/announcing-our-new-member-caribbean-school-of-data/?utm_content=buffer1399c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://schoolofdata.org/2017/06/20/data-driven-journalism/?utm_content=bufferae54f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://schoolofdata.org/2017/06/20/data-driven-journalism/?utm_content=bufferf3ef6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://schoolofdata.org/2017/06/21/welcoming-our-2017-fellows-and-data-experts/?utm_content=buffer8de24&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://public.enigma.com/
[1] https://twitter.com/i/web/status/877822725758300160
[1] https://twitter.com/i/web/status/878683163328995328

Top URLs in Tweet in G3:
[5] http://trumperytour.com/
[4] http://www.thefunctionalart.com/2017/06/nerd-journalism.html
[4] http://fcsh.unl.pt/ensino/pos-graduacoes-pt/visualizacao-de-informacao
[4] https://www.knightfoundation.org/articles/when-ideas-collide-university-of-miami-conference-exploring-intersection-of-data-journalism-digital-humanities-returns-for-second-year
[3] https://twitter.com/chadskelton/status/877926266053115904
[3] https://twitter.com/herdingbehavior/status/877888216249974785
[3] https://twitter.com/spetulla/status/878331244315947009
[3] https://www.fastcodesign.com/90111367/what-happens-when-google-turns-artists-loose-on-its-search-data
[2] http://www.losreplicantes.com/articulos/graficos-electorales-manipulados-grandes-medios/
[2] https://twitter.com/albertocairo/status/874655601917177857

Top URLs in Tweet in G4:
[22] https://sisweb.ucd.ie/usis/!W_HU_MENU.P_PUBLISH?p_tag=PROG&MAJR=W386
[10] https://www.siliconrepublic.com/innovation/data-journalism-media-newsroom?platform=hootsuite
[8] http://datadrivenjournalism.net/news_and_analysis/big_data_for_gender
[8] http://datajconf.com
[8] https://twitter.com/ucd_ischool/status/877198578049069056
[5] https://www.eventbrite.ie/e/european-data-and-computational-journalism-conference-tickets-34272801873
[4] https://www.datajournalismawards.org/
[3] http://datadrivenjournalism.net/news_and_analysis/new_initiative_to_break_down_data_journalism_divides_in_africa
[3] http://datadrivenjournalism.net/news_and_analysis/69_ways_data_journalism_was_outstanding_in_2017
[3] https://twitter.com/ddjournalism/status/870838387162226688

Top URLs in Tweet in G5:
[13] https://www.hanna-und-ismail.de/methodik.html#analyse
[10] https://www.hanna-und-ismail.de/
[8] https://www.blick.ch/news/wirtschaft/grosse-auswertung-zum-poststellen-abbau-trifft-es-auch-ihre-gemeinde-id6882389.html
[8] https://www.swissinfo.ch/eng/immigration-and-naturalisation_how-long-do-foreigners-stay-in-switzerland-/43273590?utm_content=buffer178a7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.swissinfo.ch/eng/immigration-and-naturalisation_how-long-do-foreigners-stay-in-switzerland-/43273590?utm_content=buffere9fa6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://srfdata.github.io
[3] https://rddj.info
[2] https://www.meetup.com/Hacks-Hackers-Zurich/events/240414038/
[2] https://www.svds.com/exploratory-data-analysis-python/
[1] https://twitter.com/i/web/status/877782530652602368

Top URLs in Tweet in G6:
[3] https://www.hanna-und-ismail.de/
[2] http://rddj.info/
[2] https://www.theguardian.com/politics/datablog/ng-interactive/2017/jun/20/young-voters-class-and-turnout-how-britain-voted-in-2017?CMP=share_btn_tw
[2] https://www.theguardian.com/world/2017/jun/20/two-thirds-europeans-believe-eu-hard-line-brexit-poll?CMP=share_btn_tw
[1] https://twitter.com/paulbradshaw/status/879337129381330945
[1] https://medium.com/towards-data-science/data-curious-26-06-2017-a-roundup-of-data-stories-datasets-and-visualizations-from-last-week-aaa8ae9ab9a9
[1] https://www.youtube.com/watch?v=Kzg84v4HztQ&feature=youtu.be&a
[1] https://www.instagram.com/p/BVxxBW2jfT9/
[1] http://curie.fr/actualites/il-y-111-ans%e2%80%a6-marie-curie-soutenait-sa-these-005346
[1] http://nuzzel.com/lianavidigal/2017/06/25?utm_medium=referral&utm_campaign=ashare&utm_source=twitter

Top URLs in Tweet in G7:
[7] http://hasselfallas.com/2017/06/16/cinco-ideas-de-kapuscinski-para-aplicar-en-periodismo-de-datos/
[6] https://blog.chartmogul.com/data-literacy-cheat-sheet/?utm_content=56117691&utm_medium=social&utm_source=twitter
[6] https://twitter.com/newsbykatriona/status/878496707264294912
[5] http://ue.flipboard.com/usage?data=%7B%22prod_type%22%3A%22notification%22%2C%22event_category%22%3A%22email%22%2C%22event_action%22%3A%22click%22%2C%22event_data%22%3A%7B%22type%22%3A%22%22%2C%22target_id%22%3A%22%22%2C%22url%22%3A%22http%3A%2F%2Fheydesigner.com%2Fblog%2Fwhy-you-should-be-prototyping%2F%22%2C%22method%22%3A%22other%22%2C%22redirect_url%22%3A%22http%3A%2F%2Fheydesigner.com%2Fblog%2Fwhy-you-should-be-prototyping%2F%22%7D%2C%22properties%22%3A%7B%22time%22%3A1497926534029%2C%22ab_tests%22%3A%22%22%7D%7D
[5] https://blog.chartmogul.com/data-literacy-cheat-sheet/?utm_content=56112900&utm_medium=social&utm_source=twitter
[3] https://github.com/ft-interactive/chart-doctor/blob/master/visual-vocabulary/Visual-vocabulary-JP.pdf
[2] https://ft.wd3.myworkdayjobs.com/FT_External_Careers/job/OSB-London-35-hours/Senior-Developer_JR000712
[2] https://alistapart.com/article/why-we-should-all-be-data-literate?utm_content=56188564&utm_medium=social&utm_source=twitter
[1] https://twitter.com/i/web/status/876781204346814464
[1] https://twitter.com/i/web/status/879268041976160256

Top URLs in Tweet in G8:
[9] https://www.theguardian.com/politics/datablog/ng-interactive/2017/jun/20/young-voters-class-and-turnout-how-britain-voted-in-2017?CMP=share_btn_tw
[2] https://warninggraphiccontent.tumblr.com/post/162038090291/20-june-2017
[2] https://www.theguardian.com/world/2017/jun/20/two-thirds-europeans-believe-eu-hard-line-brexit-poll?CMP=share_btn_tw
[1] https://warninggraphiccontent.tumblr.com/post/161999133166/19-june-2017
[1] https://warninggraphiccontent.tumblr.com/post/162270403826/26-june-2017
[1] https://warninggraphiccontent.tumblr.com/post/162156212471/23-june-2017
[1] https://warninggraphiccontent.tumblr.com/post/162116946186/22-june-2017
[1] http://ft.trib.al/vjbAdN3

Top URLs in Tweet in G9:
[8] https://twitter.com/fperraudin/status/876704290462732288
[2] http://www.ibtimes.co.uk/A6ot2
[2] http://www.ibtimes.co.uk/A6o9P
[2] http://datadrivenjournalism.net/news_and_analysis/new_initiative_to_break_down_data_journalism_divides_in_africa
[1] https://twitter.com/i/web/status/877194433355292672
[1] https://twitter.com/i/web/status/877195737746092032
[1] https://twitter.com/i/web/status/877195201726615553
[1] https://twitter.com/i/web/status/877193466362691585
[1] https://twitter.com/i/web/status/877192578193641472
[1] https://twitter.com/i/web/status/877191572751872000

Top URLs in Tweet in G10:
[12] http://www.icfj.org/icfj-knight-fellowship-latin-america?utm_content=buffer2b0d2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://twitter.com/utknightcenter/status/878029683245404160
[1] https://twitter.com/i/web/status/876651006028861440
[1] http://www.icfj.org/icfj-knight-fellowship-latin-america?utm_content=buffer9a72f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top Domains
Top Domains in Tweet in Entire Graph:
[242] twitter.com
[92] herodote.net
[51] schoolofdata.org
[28] datadrivenjournalism.net
[27] hanna-und-ismail.de
[24] ucd.ie
[21] wikipedia.org
[21] paper.li
[20] swissinfo.ch
[15] theguardian.com

Top Domains in Tweet in G1:
[37] twitter.com
[12] gijn.org
[3] qz.com
[3] roape.net
[3] mfwa.org
[2] apb-tutzing.de
[2] hrw.org
[2] okfn.org
[2] theverge.com
[2] propublica.org

Top Domains in Tweet in G2:
[50] schoolofdata.org
[9] stanford.edu
[8] twitter.com
[2] enigma.com
[1] youtube.com
[1] okfn.org
[1] washingtonpost.com

Top Domains in Tweet in G3:
[25] twitter.com
[6] thefunctionalart.com
[5] trumperytour.com
[4] unl.pt
[4] knightfoundation.org
[3] fastcodesign.com
[2] losreplicantes.com
[2] nytimes.com
[1] google.com

Top Domains in Tweet in G4:
[24] datadrivenjournalism.net
[23] ucd.ie
[18] twitter.com
[10] siliconrepublic.com
[9] datajconf.com
[8] opennews.org
[5] eventbrite.ie
[4] datajournalismawards.org
[3] paper.li
[2] com.ar

Top Domains in Tweet in G5:
[23] hanna-und-ismail.de
[13] swissinfo.ch
[10] twitter.com
[8] blick.ch
[3] github.io
[3] rddj.info
[2] meetup.com
[2] svds.com
[1] nytimes.com
[1] ucd.ie

Top Domains in Tweet in G6:
[19] twitter.com
[6] paper.li
[5] instagram.com
[5] newsnerdnews.co
[4] theguardian.com
[3] hanna-und-ismail.de
[2] youtube.com
[2] okfn.org
[2] rddj.info
[2] co.za

Top Domains in Tweet in G7:
[13] twitter.com
[11] chartmogul.com
[7] hasselfallas.com
[5] flipboard.com
[3] github.com
[3] alistapart.com
[2] myworkdayjobs.com
[2] swissinfo.ch
[2] storybench.org
[1] trumperytour.com

Top Domains in Tweet in G8:
[11] theguardian.com
[6] tumblr.com
[1] trib.al

Top Domains in Tweet in G9:
[19] twitter.com
[5] co.uk
[2] datadrivenjournalism.net
[1] puntofisso.net
[1] datajconf.com

Top Domains in Tweet in G10:
[13] icfj.org
[6] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1109] ddj
[218] dataviz
[97] datajournalism
[89] opendata
[62] infographics
[61] data
[50] scoda
[49] rstats
[33] vg
[32] journalism



Top Hashtags in Tweet in G1:
[125] ddj
[17] data
[14] dja2017
[12] balochistan
[7] rstats
[6] dataviz
[5] rmarkdown
[4] africa
[3] dja17
[3] gensummit17

Top Hashtags in Tweet in G2:
[98] ddj
[60] opendata
[49] scoda
[32] rstats
[14] journalism
[14] data
[12] podcast
[9] opengov
[8] caribbean
[2] dataviz

Top Hashtags in Tweet in G3:
[91] ddj
[62] dataviz
[57] infographics
[35] datajournalism
[29] digitalhumanities
[5] visualtrumpery
[1] data
[1] dataj
[1] ukelection2017
[1] btw17

Top Hashtags in Tweet in G4:
[107] ddj
[39] datajournalism
[13] datajconf
[12] data
[8] journo
[6] bigdata
[6] gender
[5] ucd
[4] dja2017
[4] journalism

Top Hashtags in Tweet in G5:
[66] ddj
[15] switzerland
[4] rstats
[2] datajournalism
[2] dja2017
[1] ggplot2
[1] dataviz
[1] tennis
[1] zrh

Top Hashtags in Tweet in G6:
[67] ddj
[8] dataviz
[5] pioneer
[3] journalism
[2] serato
[2] sb2
[2] rstats
[2] dj
[2] ddjrb
[2] procase

Top Hashtags in Tweet in G7:
[67] ddj
[48] dataviz
[5] datajournalism
[5] ux
[5] dataapps
[4] migration
[4] infographics
[2] csv
[2] switzerland
[1] visualtrumpery

Top Hashtags in Tweet in G8:
[18] ddj
[1] ge2017
[1] brexit
[1] womenssportweek
[1] datamash
[1] dataviz
[1] dja17

Top Hashtags in Tweet in G9:
[38] ddj
[12] opendata
[9] generalelection
[6] dataviz
[4] environment
[4] climatechange
[3] philippines
[3] isis
[2] data
[2] ge2017

Top Hashtags in Tweet in G10:
[24] ddj
[19] latam
[5] periodismodatos
[5] dja2017
[5] gensummit
[1] dataj

Top Words
Top Words in Tweet in Entire Graph:
[484] Words in Sentiment List#1: Positive
[150] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry / Violent
[16795] Non-categorized Words
[17428] Total Words
[1110] ddj
[673] rt
[325] data
[223] dataviz
[131] journalism

Top Words in Tweet in G1:
[125] ddj
[76] rt
[54] top
[43] gijn
[40] 10
[37] data
[24] gijn's
[23] amp
[20] education
[18] budget

Top Words in Tweet in G2:
[112] data
[98] ddj
[85] rt
[60] opendata
[51] schoolofdata
[49] scoda
[43] okfn
[41] traffic
[41] stanfordjourn
[32] police

Top Words in Tweet in G3:
[91] ddj
[70] rt
[70] albertocairo
[62] dataviz
[57] infographics
[35] datajournalism
[29] digitalhumanities
[20] 1
[20] case
[20] want

Top Words in Tweet in G4:
[107] ddj
[65] data
[62] rt
[52] journalism
[39] datajournalism
[35] ucd_ischool
[25] ddjournalism
[23] new
[21] ejcnet
[19] datajconf

Top Words in Tweet in G5:
[66] ddj
[55] rt
[16] 20
[16] yrs
[15] switzerland
[15] high
[15] share
[15] foreigners
[15] 40
[15] born

Top Words in Tweet in G6:
[68] ddj
[25] data
[19] journalism
[10] dataviz
[9] top
[7] de
[5] pioneer
[5] ten
[4] python
[4] dj

Top Words in Tweet in G7:
[67] ddj
[54] rt
[48] dataviz
[19] ft
[17] data
[16] nikkei
[15] de
[13] visual
[11] theboysmithy
[11] infogram

Top Words in Tweet in G8:
[18] ddj
[10] guardiandata
[9] young
[9] voters
[9] class
[9] turnout
[9] britain
[9] voted
[9] 2017
[9] rt

Top Words in Tweet in G9:
[38] ddj
[17] rt
[12] amp
[12] opendata
[11] data
[9] generalelection
[9] peeps
[8] new
[8] megan_lucero
[8] tonight

Top Words in Tweet in G10:
[24] ddj
[20] icfjknight
[19] latam
[18] seeks
[18] bilingual
[18] newsroom
[18] leader
[18] fellowship
[17] rt
[13] icfj

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[82] ddj,dataviz
[72] rt,albertocairo
[71] data,journalism
[69] rt,date__du__jour
[69] date__du__jour,ddj
[57] datajournalism,ddj
[54] dataviz,ddj
[50] schoolofdata,scoda
[44] dataviz,infographics
[43] rt,okfn

Top Word Pairs in Tweet in G1:
[38] top,10
[36] 10,ddj
[22] gijn's,top
[22] rt,gijn
[13] made,gijn's
[13] education,development
[13] development,budget
[13] budget,balochistan
[12] balochistan,top
[12] top,ten

Top Word Pairs in Tweet in G2:
[49] schoolofdata,scoda
[42] rt,okfn
[32] police,traffic
[32] traffic,stop
[32] stop,data
[32] data,31
[32] 31,states
[32] states,posted
[32] posted,stanfordjourn
[32] stanfordjourn,ddj

Top Word Pairs in Tweet in G3:
[67] rt,albertocairo
[40] dataviz,infographics
[38] infographics,ddj
[27] datajournalism,ddj
[26] digitalhumanities,datajournalism
[20] 1,case
[20] case,want
[20] want,follow
[20] follow,amazing
[20] amazing,speakers

Top Word Pairs in Tweet in G4:
[39] data,journalism
[29] rt,ucd_ischool
[19] datajournalism,ddj
[15] rt,ddjournalism
[13] professional,certificate
[13] certificate,data
[13] here,datajournalism
[12] journalism,ucd
[12] ucd,apply
[12] apply,here

Top Word Pairs in Tweet in G5:
[15] switzerland,high
[15] high,share
[15] share,foreigners
[15] foreigners,40
[15] 40,born
[15] born,lived
[15] lived,gt
[15] gt,20
[15] 20,yrs
[14] rt,srfdata

Top Word Pairs in Tweet in G6:
[10] data,journalism
[5] dataviz,ddj
[5] top,ten
[5] ten,ddj
[4] top,data
[3] ddj,sb2
[3] s,top
[3] journalism,ddj
[2] pioneer,ddj
[2] python,d3

Top Word Pairs in Tweet in G7:
[22] ddj,dataviz
[21] dataviz,ddj
[13] ft,visual
[13] nikkei,dataviz
[11] rt,theboysmithy
[11] ultimate,data
[11] data,literacy
[11] literacy,cheat
[11] cheat,sheet
[11] sheet,via

Top Word Pairs in Tweet in G8:
[9] young,voters
[9] voters,class
[9] class,turnout
[9] turnout,britain
[9] britain,voted
[9] voted,2017
[9] 2017,ddj
[9] rt,guardiandata
[8] guardiandata,young
[3] today's,ddj

Top Word Pairs in Tweet in G9:
[10] ddj,amp
[10] amp,opendata
[8] rt,megan_lucero
[8] tonight,manchester
[8] manchester,ddj
[8] opendata,peeps
[8] peeps,join
[7] megan_lucero,tonight
[5] ddj,gt
[5] rt,danict89

Top Word Pairs in Tweet in G10:
[18] icfjknight,seeks
[18] seeks,bilingual
[18] bilingual,newsroom
[18] newsroom,leader
[18] leader,fellowship
[18] fellowship,latam
[13] rt,icfj
[13] icfj,icfjknight
[12] latam,ddj
[6] latam,p

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@albertocairo
@date__du__jour
@gijn
@schoolofdata
@okfn
@stanfordjourn
@ucd_ischool
@cephillips
@sharon000
@ddjournalism

Top Mentioned in G1:
@gijn
@morgenpost
@bal_voices
@datentaeterin
@propublica
@journocode
@workingdraft
@los_replicantes
@gijnafrica
@icijorg

Top Mentioned in G2:
@schoolofdata
@okfn
@stanfordjourn
@cephillips
@sharon000
@sunfoundation
@carolinescott91
@enigma_data
@albertocairo
@dleonhardt

Top Mentioned in G3:
@albertocairo
@stuartathompson
@dleonhardt
@xkcd
@googlenewslab
@smfrogers
@googletrends
@afigueir
@acangros
@gijn

Top Mentioned in G4:
@ucd_ischool
@ddjournalism
@ejcnet
@geninnovate
@source
@bahareh360
@data4good
@data2x
@baha
@datajconf

Top Mentioned in G5:
@srfdata
@duc_qn
@patrickstotz
@datenlese
@br_data
@blick_visual
@simon_huwiler
@datawrapper
@hackshackerszrh
@spiridonpet

Top Mentioned in G6:
@clubtechnicites

Top Mentioned in G7:
@ft
@nikkei
@theboysmithy
@chartmogul
@nytimes
@infogram
@hasselfallas
@v_brueggemann
@albertocairo
@yds_eu

Top Mentioned in G8:
@guardiandata
@instituteforgov
@econdailycharts
@ftdata
@commonslibrary
@odihq
@lemondefr
@centreforcities
@carlc312
@fullfact

Top Mentioned in G9:
@megan_lucero
@ibtimesuk
@danict89
@labour
@ddjournalism
@puntofisso
@ukhealthcamp
@davidottewell
@conservatives
@jburnmurdoch

Top Mentioned in G10:
@icfjknight
@icfj
@ctrlx
@abraji
@rutasconflicto
@gijnes

Top Tweeters
Top Tweeters in Entire Graph:
@resilient_ent
@revolution_fr
@bhumharit
@huffpost
@alevergara78
@amorshabbi
@httweets
@guardian
@zeeshan_shah_dc
@zyziza

Top Tweeters in G1:
@amorshabbi
@httweets
@zeeshan_shah_dc
@lavajatonews
@verge
@net2ayurveda
@morgenpost
@olivera1331
@craigbrownphd
@propublica

Top Tweeters in G2:
@fairwitness1
@lawgirl318
@agentk23
@stephen_abbott
@tlacoyodefrijol
@owenboswarva
@opendatamonkey
@iamvaalpaiyan_
@hadleywickham
@gaffe_tape

Top Tweeters in G3:
@dangillmor
@watchdogdiva
@albertocairo
@briantrice
@raju
@trasel
@miriamkp
@agumonkey
@soyfantomas
@kristinhenry

Top Tweeters in G4:
@annoula64
@ap
@dmedialab
@mekassab
@janravensbergen
@klillington
@jburnmurdoch
@drkynast
@adders
@ijnet

Top Tweeters in G5:
@spiegelonline
@3ty3
@planethotel_net
@br24
@blickch
@togglemodal
@cdb_77
@tagesanzeiger
@metamythos
@dr_kakerlake

Top Tweeters in G6:
@bhumharit
@transparent_red
@mberzosa
@lianavidigal
@municipal_bank
@psychemedia
@econ_cl
@dotdajoker
@fauxchart
@flpires

Top Tweeters in G7:
@resilient_ent
@alevergara78
@nytimes
@nikkei
@ft
@andysugs
@medientantemt
@iinderz
@esauhernandez
@hrabiakent

Top Tweeters in G8:
@revolution_fr
@bbcsport
@lemondefr
@flipchartrick
@brookingsinst
@pewresearch
@nickevershed
@itsnicethat
@alexcburrows
@fivethirtyeight

Top Tweeters in G9:
@ibtimesuk
@z_eisberg
@kestrel7141
@puntofisso
@labour
@alenvelagic
@digidickinson
@georrgekamau
@davidottewell
@mattietk

Top Tweeters in G10:
@nashmessiah
@rcanelafmacas
@danicappa
@unjobs
@icfj
@icfjknight
@solojourno
@juandavid1891
@andresfvera
@maxpatino11