#ddj, Twitter, 6/27/2019 3:08:43 AM, 201198


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#ddj_2019-06-26_15-13-01.xlsx
#ddj_2019-06-26_15-13-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 27, 2019
Short Description:
#ddj via NodeXL http://bit.ly/2ZT1M9l
@gijn
@albertocairo
@khalid_khattak
@datajconf
@fcoel
@datajournalism
@vicky_gazette
@ejcnet
@evaconstantaras
@gijnru

Top hashtags:
#ddj
#dataviz
#infographics
#rstats
#vg
#datajournalism
#data
#visualization
#philippines

Description:
Description
The graph represents a network of 667 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, 26 June 2019 at 22:13 UTC.

The requested start date was Monday, 24 June 2019 at 00:01 UTC and the maximum number of days (going backward) was 6.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 5-day, 22-hour, 13-minute period from Tuesday, 18 June 2019 at 00:15 UTC to Sunday, 23 June 2019 at 22:29 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 : 667
Unique Edges : 1154
Edges With Duplicates : 237
Total Edges : 1391
Number of Edge Types : 3
Tweet : 93
Mentions : 1285
Replies to : 13
Self-Loops : 93
Reciprocated Vertex Pair Ratio : 0.0484154929577465
Reciprocated Edge Ratio : 0.0923593618807725
Connected Components : 49
Single-Vertex Connected Components : 20
Maximum Vertices in a Connected Component : 465
Maximum Edges in a Connected Component : 1086
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.115308
Graph Density : 0.00268109188648919
Modularity : 0.718574
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[59] http://www.thefunctionalart.com/2019/06/visualization-style-guides.html
[33] https://learn.r-journalism.com/
[32] https://gijn.org/2019/06/20/gijns-data-journalism-top-10-ring-of-fire-political-dynasties-data-janitors-hong-kong-protests/
[22] https://www.behance.net/gallery/81688575/Space-Junk-BBC-Science-Focus
[12] http://www.thefunctionalart.com/2019/06/disclosing-sources-methodology-and.html
[8] https://www.bloomberg.com/graphics/2019-hong-kong-protests-extradition-to-china/
[5] https://www.niemanlab.org/2019/06/the-new-york-times-has-a-course-to-teach-its-reporters-data-skills-and-now-theyve-open-sourced-it/
[5] https://www.youtube.com/watch?v=itxv-s1rRJM

[4] https://datajournalism.internews.org/
[4] http://www.verigazeteciligi.com/dunyanin-zorlu-bolgelerinde-yurutulen-veri-gazeteciligi-egitimleri-datajournalism-internews-org/

Top URLs in Tweet in G1:
[30] https://gijn.org/2019/06/20/gijns-data-journalism-top-10-ring-of-fire-political-dynasties-data-janitors-hong-kong-protests/
[4] https://timogrossenbacher.ch/2019/04/bivariate-maps-with-ggplot2-and-sf/
[3] https://twitter.com/gijn/status/1141964470719266816
[2] https://datajournalism.com/watch/cleaning-data-in-excel
[1] https://www.niemanlab.org/2019/06/the-new-york-times-has-a-course-to-teach-its-reporters-data-skills-and-now-theyve-open-sourced-it/
[1] https://twitter.com/sdbernard/status/1139570021460520960
[1] https://twitter.com/gijn/status/1142040726219436032
[1] https://twitter.com/apaarmann1/status/1141976915638673408
[1] https://twitter.com/katjagrundmann/status/1142143418266783746
[1] https://www.nationalgeographic.com/magazine/2019/06/pacific-ring-of-fire-volcanoes-earthquakes-threaten-millions/?sf212799004=1&sf213835276=1&sf214162233=1

Top URLs in Tweet in G2:
[58] http://www.thefunctionalart.com/2019/06/visualization-style-guides.html
[12] http://www.thefunctionalart.com/2019/06/disclosing-sources-methodology-and.html
[2] http://www.thefunctionalart.com/2019/05/in-visualization-what-you-count-and-how.html
[1] https://learn.r-journalism.com/

Top URLs in Tweet in G3:
[1] https://alshetongeveermaarklopt.nl/#verantwoording
[1] https://alshetongeveermaarklopt.nl/

Top URLs in Tweet in G4:
[2] https://www.niemanlab.org/2019/06/the-new-york-times-has-a-course-to-teach-its-reporters-data-skills-and-now-theyve-open-sourced-it/
[1] http://r.mediapusher.eu/mk/mr/PP3Vw2wluYaAIVWyLBxY-C64CRAT5MR31o5YuBFGn6NCIdvBM5LLWqdFjv5TAmeUKlJtF8rJIvxfJOUXtD6kj3RoNlFBIY7U-BR1fg
[1] https://twitter.com/byardduncan/status/1141769961037127680
[1] https://www.instagram.com/p/By9nt9mI8HH/?igshid=1prlgorvf7m79
[1] https://datajournalism.com/watch/managing-data-journalism-projects
[1] https://discuss.datajournalism.com/topic/26-spreadsheets-for-journalism-general-discussion/?tab=comments#comment-172
[1] https://twitter.com/NiemanLab/status/1139356789496061952
[1] https://discuss.datajournalism.com/topic/84-how-can-data-be-used-for-underreported-stories/?tab=comments#comment-176
[1] https://twitter.com/datatheism/status/1140879159629139968
[1] https://datajournalism.com/read/newsletters/ama-with-eva-constantaras

Top URLs in Tweet in G5:
[5] https://www.youtube.com/watch?v=itxv-s1rRJM

[4] https://www.slideshare.net/onlinejournalist/data-journalism-taster-day-introduction-to-data-journalism-149651417
[1] https://www.youtube.com/watch?v=BDopWijpuyk

[1] https://github.com/BBC-Data-Unit/parish-council-tax
[1] https://twitter.com/danwainwright/status/1140883932650622976
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Fmedium.economist.com%2Fmaking-a-metric-4831ff4cc800
[1] https://twitter.com/England_Rob_/status/1140895130599284736
[1] https://github.com/BBC-Data-Unit/grenfell-tower-cladding
[1] https://twitter.com/danwainwright/status/1139407877636947968
[1] https://onlinejournalismblog.com/2017/06/26/data-journalism-in-broadcast-news-video/

Top URLs in Tweet in G6:
[31] https://learn.r-journalism.com/

Top URLs in Tweet in G7:
[3] http://datajconf.com/
[1] http://datajconf.com
[1] https://observatoriocibermedios.upf.edu/data-journalism

Top URLs in Tweet in G8:
[2] https://projekte.sueddeutsche.de/artikel/kultur/lasst-alle-hoffnung-fahren-e448817/?reduced=true
[1] https://www.newsworthy.se/en/dashboard/newslead/25074/?token=f19a0296-75a1-4d21-af1d-4051c795257c
[1] https://medium.com/nzz-open/the-simple-tool-we-use-to-decide-what-stories-to-work-on-at-nzz-visuals-f55069741036
[1] https://mediatasting.com/session/innovation-run-projekt-1
[1] https://twitter.com/Jaschensky/status/1142142589581299712

Top URLs in Tweet in G9:
[13] https://www.behance.net/gallery/81688575/Space-Junk-BBC-Science-Focus
[4] https://datajournalism.internews.org/
[4] http://www.verigazeteciligi.com/dunyanin-zorlu-bolgelerinde-yurutulen-veri-gazeteciligi-egitimleri-datajournalism-internews-org/
[4] http://www.verigazeteciligi.com/gazeteciler-icin-r/
[4] http://www.verigazeteciligi.com/acik-derslere-katilarak-veriyle-calisma-becerinizi-gelistirebilirsiniz/
[3] http://www.verigazeteciligi.com/veri-gazeteciligi-icin-gorsellestirme/
[3] https://mobil.derstandard.at/2000104392842/Is-europe-moving-to-the-right
[2] https://vizhub.com/
[2] http://www.verigazeteciligi.com/github-uzerinden-calismanizi-saglayan-veri-gorsellestirme-platformu-vizhub-com/
[2] https://mailchi.mp/3953ca7b4bf5/veri-bulteni-330649

Top URLs in Tweet in G10:
[1] https://www.ft.com/content/b4eb3fb6-8d87-11e9-a1c1-51bf8f989972
[1] https://www.ft.com/content/f7408ed6-92a3-11e9-aea1-2b1d33ac3271
[1] http://www.thefunctionalart.com/2019/06/visualization-style-guides.html

Top Domains
Top Domains in Tweet in Entire Graph:
[73] thefunctionalart.com
[33] r-journalism.com
[32] gijn.org
[30] twitter.com
[22] behance.net
[18] verigazeteciligi.com
[15] co.uk
[10] instagram.com
[10] bloomberg.com
[7] datajournalism.com

Top Domains in Tweet in G1:
[30] gijn.org
[7] twitter.com
[4] timogrossenbacher.ch
[2] datajournalism.com
[1] niemanlab.org
[1] nationalgeographic.com
[1] bloomberg.com
[1] swissinfo.ch

Top Domains in Tweet in G2:
[72] thefunctionalart.com
[1] r-journalism.com

Top Domains in Tweet in G3:
[2] alshetongeveermaarklopt.nl

Top Domains in Tweet in G4:
[5] twitter.com
[5] datajournalism.com
[2] niemanlab.org
[1] mediapusher.eu
[1] instagram.com
[1] r-journalism.com
[1] datajournalismawards.org
[1] nytimes.com

Top Domains in Tweet in G5:
[10] co.uk
[6] youtube.com
[4] twitter.com
[4] slideshare.net
[2] github.com
[1] medium.com
[1] onlinejournalismblog.com
[1] bbc.com

Top Domains in Tweet in G6:
[31] r-journalism.com

Top Domains in Tweet in G7:
[4] datajconf.com
[1] upf.edu

Top Domains in Tweet in G8:
[2] sueddeutsche.de
[1] newsworthy.se
[1] medium.com
[1] mediatasting.com
[1] twitter.com

Top Domains in Tweet in G9:
[18] verigazeteciligi.com
[13] behance.net
[4] internews.org
[4] mailchi.mp
[3] twitter.com
[3] derstandard.at
[2] vizhub.com
[2] flowingdata.com
[1] datavizcatalogue.com
[1] birgun.net

Top Domains in Tweet in G10:
[2] ft.com
[1] thefunctionalart.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[417] ddj
[149] dataviz
[75] infographics
[44] rstats
[36] vg
[25] datajournalism
[22] data
[17] visualization
[14] philippines
[13] opendata



Top Hashtags in Tweet in G1:
[55] ddj
[14] philippines
[4] geojournalism
[4] rstats
[3] dataviz
[2] data
[2] visualization
[2] визуализации
[2] googleearthstudio
[2] ডেটা

Top Hashtags in Tweet in G2:
[75] ddj
[71] dataviz
[71] infographics
[7] visualization
[1] howchartslie
[1] rstats

Top Hashtags in Tweet in G3:
[4] cijferwijzer
[2] ddj
[2] datajournalistiek
[1] ahomk
[1] rekenen

Top Hashtags in Tweet in G4:
[40] ddj
[15] datajournalism
[14] data
[6] visualization
[3] mediadev
[3] excel
[3] rstats
[2] dataviz
[2] periodismedades
[2] journalism

Top Hashtags in Tweet in G5:
[35] ddj
[4] data
[2] datajournalism
[1] nqdata
[1] communityresolutions
[1] rstats

Top Hashtags in Tweet in G6:
[31] rstats
[31] ddj

Top Hashtags in Tweet in G7:
[11] ddj
[9] datajconf
[2] datajournalism
[2] pride
[1] dataviz

Top Hashtags in Tweet in G8:
[17] ddj
[7] visualstorytelling
[2] ddjbw
[1] journalismusderdinge
[1] journalismofthings
[1] mediatasting

Top Hashtags in Tweet in G9:
[57] ddj
[36] vg
[33] dataviz
[9] verihaberciliği
[9] rddj
[9] verigazeteciliği
[8] verigörselleştirme
[8] açıkveri
[8] veriokuryazarlığı
[7] opendata

Top Hashtags in Tweet in G10:
[3] dataviz
[3] ddj
[2] gistribe
[1] hkprotests
[1] infographics

Top Words
Top Words in Tweet in Entire Graph:
[353] Words in Sentiment List#1: Positive
[178] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[14327] Non-categorized Words
[14858] Total Words
[417] #ddj
[149] #dataviz
[112] data
[95] new
[79] albertocairo

Top Words in Tweet in G1:
[55] #ddj
[48] 10
[43] gijn
[31] ন
[26] র
[23] top
[23] t
[19] в
[17] য
[17] ট

Top Words in Tweet in G2:
[75] albertocairo
[75] #ddj
[72] new
[72] post
[72] visualization
[71] #dataviz
[71] #infographics
[58] style
[58] guides
[58] discussing

Top Words in Tweet in G3:
[58] onze
[58] journalisten
[56] winnydejong
[55] journalist
[55] niet
[55] kan
[55] rekenen
[55] eenvoudig
[55] misleiden
[55] daarom

Top Words in Tweet in G4:
[40] #ddj
[24] maps
[21] data
[21] datajournalism
[15] nytimes
[15] #datajournalism
[14] #data
[14] journalists
[13] evaconstantaras
[13] around

Top Words in Tweet in G5:
[40] data
[35] #ddj
[18] day
[18] nqdataunit
[17] journalism
[15] paulbradshaw
[14] unit
[12] here
[11] ma
[11] pgcert

Top Words in Tweet in G6:
[62] r
[31] icymi
[31] great
[31] resources
[31] abtran
[31] journalists
[31] journalism
[31] #rstats
[31] #ddj
[31] ht

Top Words in Tweet in G7:
[27] datajconf
[14] bellapalomo
[13] very
[13] attending
[13] infouma
[13] join
[13] talk
[13] innovative
[13] tools
[13] techniques

Top Words in Tweet in G8:
[17] #ddj
[14] große
[9] tokoe
[9] heybernd
[9] mfg_kreativ
[8] simondhaas
[8] können
[7] hallo
[7] herr
[7] haas

Top Words in Tweet in G9:
[57] #ddj
[46] veri
[36] #vg
[33] #dataviz
[31] pinardag
[26] e
[22] ve
[17] açık
[16] için
[14] dagmedyaveri

Top Words in Tweet in G10:
[23] great
[21] stunning
[21] cartography
[21] dataviz
[21] glacial
[21] melt
[21] himalayas
[21] digitalcampbell
[21] financialtimes
[21] sdbernard

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[74] #infographics,#ddj
[73] new,post
[72] #dataviz,#infographics
[70] albertocairo,new
[61] post,visualization
[59] visualization,style
[59] style,guides
[59] guides,#dataviz
[59] #ddj,discussing
[59] discussing,one

Top Word Pairs in Tweet in G1:
[31] 10,#ddj
[23] top,10
[14] #philippines',politics
[14] politics,long
[14] long,dominated
[14] dominated,dynasties
[14] dynasties,aquinos
[14] aquinos,osmeñas
[14] osmeñas,marcoses
[14] marcoses,business

Top Word Pairs in Tweet in G2:
[72] new,post
[71] #dataviz,#infographics
[71] #infographics,#ddj
[69] albertocairo,new
[60] post,visualization
[58] visualization,style
[58] style,guides
[58] guides,#dataviz
[58] #ddj,discussing
[58] discussing,one

Top Word Pairs in Tweet in G3:
[55] journalist,niet
[55] niet,kan
[55] kan,rekenen
[55] rekenen,eenvoudig
[55] eenvoudig,misleiden
[55] misleiden,daarom
[55] daarom,maken
[55] maken,larsboogaard
[55] larsboogaard,ik
[55] ik,onze

Top Word Pairs in Tweet in G4:
[13] around,world
[8] make,#ddj
[8] #ddj,relevant
[8] relevant,citizens'
[8] citizens',lives
[8] lives,see
[8] see,journalists
[8] journalists,around
[8] world,ejcnet
[8] ejcnet,ama

Top Word Pairs in Tweet in G5:
[17] data,journalism
[11] journalism,taster
[11] taster,day
[11] here,#ddj
[9] data,investigations
[9] investigations,unit
[7] screencast,ma
[7] ma,pgcert
[7] pgcert,data
[7] shared,data

Top Word Pairs in Tweet in G6:
[31] icymi,great
[31] great,resources
[31] resources,abtran
[31] abtran,r
[31] r,journalists
[31] journalists,journalism
[31] journalism,r
[31] r,#rstats
[31] #rstats,#ddj
[31] #ddj,ht

Top Word Pairs in Tweet in G7:
[13] attending,datajconf
[13] datajconf,infouma
[13] infouma,join
[13] join,talk
[13] talk,innovative
[13] innovative,tools
[13] tools,techniques
[13] techniques,applied
[13] applied,data
[12] bellapalomo,attending

Top Word Pairs in Tweet in G8:
[9] tokoe,heybernd
[9] heybernd,mfg_kreativ
[7] hallo,herr
[7] herr,haas
[7] haas,redaktion
[7] redaktion,startet
[7] startet,2
[7] 2,8
[7] 8,monaten
[7] monaten,eine

Top Word Pairs in Tweet in G9:
[27] #ddj,#vg
[15] #dataviz,#ddj
[13] space,junk
[13] junk,#dataviz
[13] e,postalar
[12] benzer,e
[12] postalar,sık
[12] sık,alıyorum
[12] alıyorum,çözüm
[12] çözüm,olarak

Top Word Pairs in Tweet in G10:
[21] stunning,cartography
[21] cartography,great
[21] great,dataviz
[21] dataviz,glacial
[21] glacial,melt
[21] melt,himalayas
[21] himalayas,digitalcampbell
[21] digitalcampbell,financialtimes
[20] sdbernard,stunning
[20] financialtimes,residen

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@albertocairo
@gijn
@winnydejong
@larsboogaard
@abtran
@pinardag
@dataandme
@ap
@datajconf

Top Mentioned in G1:
@gijn
@business
@googleearth
@natgeo
@ft
@sdb
@noz_de
@angelozehr
@bschwentker
@annabehrend

Top Mentioned in G2:
@albertocairo
@asi
@gijn
@ourworldindata
@clauswilke
@laughlinpaul
@dancow
@mikebrondbjerg
@asincopado

Top Mentioned in G3:
@winnydejong
@larsboogaard
@sanneblauw
@danielverlaan

Top Mentioned in G4:
@datajournalism
@nytimes
@evaconstantaras
@gijn
@ejcnet
@de
@clauswilke
@maartenzam
@lindzcook
@jbenton

Top Mentioned in G5:
@nqdataunit
@paulbradshaw
@england_rob_
@bevthenewsgirl
@nuttall_leader
@doug_dowson
@vick
@stonepeople
@vicky_gazette
@petesherlock79

Top Mentioned in G6:
@abtran
@dataandme
@ap
@apreshill

Top Mentioned in G7:
@datajconf
@bellapalomo
@infouma
@bahareh360
@danielegrasso
@merbroussard
@ocmdigidoc
@lndata
@glynmottershead
@martinjc

Top Mentioned in G8:
@tokoe
@heybernd
@mfg_kreativ
@simondhaas
@sz_storytelling
@jangeorgplavec
@kreativnetzbw
@jaschensky
@karlsruher
@remrow

Top Mentioned in G9:
@pinardag
@dagmedyaveri
@voydorg
@gijn
@clauswilke
@idrc_crdi

Top Mentioned in G10:
@digitalcampbell
@financialtimes
@sdbernard
@adrienneklasa
@robinkwong
@lesliehook
@albertocairo

Top Tweeters
Top Tweeters in Entire Graph:
@rapplerdotcom
@fleming77
@monalisazelf
@el_pais
@business
@bbcnews
@nytimes
@skynews
@bbcworld
@efectococuyo

Top Tweeters in G1:
@business
@bbcnews
@nembotavy_0101
@ft
@freakingcat
@nednared
@desamting
@daybergent
@noz_de
@propublica

Top Tweeters in G2:
@datagoodies
@elmorsa
@briantrice
@albertocairo
@sunil_abraham
@dev_topics
@inandoutofcars
@colourspeak
@dancow
@kristinhenry

Top Tweeters in G3:
@monalisazelf
@the_ed
@caseofdees
@gvenk
@martijn5155
@igrrd70
@asinnema
@wilte
@dvdeijk
@florispoort

Top Tweeters in G4:
@rapplerdotcom
@nytimes
@malaysiakini
@nyamwanda
@bbbcccnnn
@margymaclibrary
@jbenton
@naveed360
@niemanlab
@jburnmurdoch

Top Tweeters in G5:
@fleming77
@nosop3
@paulbradshaw
@mikesjourno
@jamesalananslow
@bbcnewsnight
@ksshuttle
@malverngazette
@kevin_feltham
@digidickinson

Top Tweeters in G6:
@ap
@iluvhorseracing
@dataandme
@abtran
@richarddmorey
@marianojavierd1
@kerry_benjamin1
@beepuluv
@straubingerdk
@dagh

Top Tweeters in G7:
@el_pais
@skynews
@bbcworld
@elconfidencial
@thetimes
@_anapastor_
@fcoel
@malaga
@faineg
@lndata

Top Tweeters in G8:
@robert_we
@stimmeonline
@jpattiss
@fubits
@oliverdasgupta
@sfkeller
@saimalkan
@karlsruher
@wiederkehra
@jangeorgplavec

Top Tweeters in G9:
@idrc_crdi
@pinardag
@mert_yasar
@arastiriyorum
@ildenn
@burakkdemirbas
@aptalist_
@dagmedyaveri
@bkrsln
@pi_zero_pi

Top Tweeters in G10:
@financialtimes
@fchasteland
@kevin_rudds_cat
@shrynne
@onlmaps
@miskaknapek
@nhs_analyst
@martinstabe
@landerson_frank
@aendrew


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