#ddj, Twitter, 3/18/2019 5:32:26 PM, 190790


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#ddj Twitter NodeXL SNA Map and Report for Monday, 18 March 2019 at 17:25 UTC
#ddj Twitter NodeXL SNA Map and Report for Monday, 18 March 2019 at 17:25 UTC
From:
Marc_Smith
Uploaded on:
March 18, 2019
Short Description:
#ddj via NodeXL http://bit.ly/2TPfiN3
@gijn
@ddjournalism
@icijorg
@paulbradshaw
@ftdata
@sharon000
@alexhomer
@fexi
@cijournalism
@warninggraphicc

Top hashtags:
#ddj
#dataviz
#nicar19
#data
#rstats
#verihaberciliği
#opendata
#migration
#vg
#eurosfordocs

Description:
Description
The graph represents a network of 671 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 Monday, 18 March 2019 at 17:25 UTC.

The requested date range was from Monday, 11 March 2019 at 00:00 UTC through Monday, 18 March 2019 at 23:59 UTC.

The tweets in the network were tweeted over the 4-day, 15-hour, 53-minute period from Monday, 11 March 2019 at 00:04 UTC to Friday, 15 March 2019 at 15:58 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 : 678
Unique Edges : 976
Edges With Duplicates : 331
Total Edges : 1307
Number of Edge Types : 3
Mentions : 1146
Replies to : 28
Tweet : 133
Self-Loops : 133
Reciprocated Vertex Pair Ratio : 0.0386965376782077
Reciprocated Edge Ratio : 0.0745098039215686
Connected Components : 50
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 491
Maximum Edges in a Connected Component : 987
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.775736
Graph Density : 0.00222219317394544
Modularity : 0.674889
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[24] https://learn.r-journalism.com/
[18] https://gijn.org/2019/03/14/gijns-data-journalism-top-10-new-tools-for-chartmaking-and-sonification-3d-data-hedgehog-maps-editable-spreadsheet-images/
[11] https://timogrossenbacher.ch/2019/03/big-data-journalism-with-spark-and-r/
[11] https://www.bbc.co.uk/news/uk-47443183
[8] https://www.youtube.com/watch?v=_bvB1wCqpII&feature=youtu.be

[8] https://fastcharts.io/
[8] http://www.verigazeteciligi.com/r-kullanimi-uygulamalari/
[6] https://link.medium.com/is52m5jKSU
[6] https://www.slideshare.net/ettorerizza/initiation-au-data-journalisme
[6] https://ft.trib.al/lRYwsqt

Top URLs in Tweet in G1:
[18] https://gijn.org/2019/03/14/gijns-data-journalism-top-10-new-tools-for-chartmaking-and-sonification-3d-data-hedgehog-maps-editable-spreadsheet-images/
[5] https://fastcharts.io/
[4] https://gijn.org/2019/03/12/atlo-taking-on-corruption-in-hungary-with-data-journalism/
[2] http://knowledgecenter.csg.org/kc/category/content-type/content-type/book-states
[2] https://searchworks.stanford.edu/view/xj043rd8767
[2] https://twotone.io/
[1] https://github.com/cirlabs/Silicon-Valley-Diversity-Data
[1] https://github.com/reprozip-news-apps/reprozip-news-apps
[1] https://reprozip-news-app-archiving-tool.readthedocs.io/
[1] https://docs.google.com/presentation/d/12u4hSVfdSyv6Hn53TDeKs-R_2y_lg020o4hL-NwtEpQ/edit#slide=id.p3

Top URLs in Tweet in G2:
[5] https://link.medium.com/7qofaVdk4U
[5] https://link.medium.com/is52m5jKSU
[2] https://datajournalismhandbook.org/handbook/two/situating-data-journalism/data-driven-gold-standards-what-the-field-values-as-award-worthy-data-journalism-and-how-journalism-co-evolves-with-the-datafication-of-society
[2] http://www.maartenlambrechts.com/2018/12/31/the-list-of-2018-visualization-lists.html
[2] https://link.medium.com/N7fCBrOLSU
[2] https://twitter.com/BredowInstitut/status/1106124611119448070
[1] http://journals.sagepub.com/doi/10.1177/2053951718786316?cookieSet=1
[1] https://blog.mapbox.com/visualizing-stories-of-migration-dbcbccd76dd9
[1] https://www.eventbrite.co.uk/e/datafied-data-driven-data-critical-data-journalism-within-broader-processes-of-datafication-tickets-55754491184
[1] https://towardsdatascience.com/why-visual-literacy-is-essential-to-good-data-visualization-5b9dffb5aa6f

Top URLs in Tweet in G3:
[5] https://ft.trib.al/lRYwsqt
[4] https://ft.trib.al/gJ6PPAq
[3] https://fastcharts.io/
[3] https://mailchi.mp/b04912d0a3f3/voyd-veri-bulteni-255753
[2] https://warninggraphiccontent.tumblr.com/post/183469315186/15-march-2019
[1] https://ft.trib.al/ubotrJK
[1] https://ft.trib.al/HgSpnTC
[1] http://www.verigazeteciligi.com/veri-birlestirme-icin-en-pratik-3-yol/
[1] http://openclimatedata.net/
[1] https://mailchi.mp/e8276ca9548b/veri-bulteni

Top URLs in Tweet in G4:
[3] https://tcij.org/category/tradecraft/courses/
[2] http://www.machlis.com/nicar19.html
[1] https://twitter.com/palewire/status/1104458187934130176
[1] https://twitter.com/sharon000/status/1104887431374032896
[1] https://tcij.org/summer-conference/
[1] https://tcij.org/event/data-driven-investigations-5/
[1] https://www.facebook.com/brigitte.alfter/posts/10217053850032855
[1] https://medium.com/data-visualization-society/apresentando-a-sociedade-de-visualiza%C3%A7%C3%A3o-de-dados-74306f7a540b

Top URLs in Tweet in G5:
[11] https://www.bbc.co.uk/news/uk-47443183
[1] https://www.theguardian.com/society/2019/jan/19/ministers-urged-halt-right-buy-council-homes-rented
[1] https://tomcopley.com/councils-fork-eye-watering-22-million-year-renting-buy-homes/
[1] https://www.gazette-news.co.uk/news/17502278.essex-moves-43-million-to-plug-send-education-funding-gap/

Top URLs in Tweet in G6:
[1] https://www.bastamag.net/webdocs/pharmapapers/l-argent-de-l-influence/eurosfordocs-une-base-de-donnees-d-utilite-publique/
[1] https://www.mediapart.fr/studio/panoramique/allo-place-beauvau-cest-pour-un-bilan
[1] https://alloplacebeauvau.mediapart.fr/
[1] http://www.machlis.com/nicar19.html
[1] https://etudiant.lefigaro.fr/article/le-cfj-paris-et-sciences-po-lyon-lancent-un-double-diplome-en-datajournalisme-et-enquete_b417945a-44d4-11e9-8595-6818f33e116a/

Top URLs in Tweet in G7:
[1] http://datajconf.com/#submissions
[1] http://datajconf.com
[1] https://twitter.com/magdmartin/status/1105815839545147393
[1] https://docs.google.com/presentation/d/1pBoy2kNRID8NOgOunooh-u2Dc1YnmwfWGyKHy7tN_SU/edit
[1] https://www.motherjones.com/jobs/data-journalist/
[1] https://www.praguemediapoint.com/
[1] https://twitter.com/datajconf/status/1102595951871643648
[1] https://twitter.com/sharon000/status/1104225780719149056
[1] https://twitter.com/nausheenhusain/status/1104429250495410176
[1] https://github.com/noz-mhn-data/RKI-merge

Top URLs in Tweet in G8:
[24] https://learn.r-journalism.com/

Top URLs in Tweet in G9:
[2] https://www.ft.com/content/d03308ce-4199-11e9-b896-fe36ec32aece

Top URLs in Tweet in G10:
[2] http://www.5w-consulting.com
[2] http://www.5wgraphics.com
[1] https://link.medium.com/rAroBSKV4U
[1] https://ft.trib.al/lRYwsqt
[1] https://ft.trib.al/HgSpnTC
[1] https://www.youtube.com/watch?v=nTflTpfW_nU&feature=youtu.be

[1] https://www.instagram.com/p/BvBD6YXBshc/?utm_source=ig_twitter_share&igshid=1u93ydovjrp1b
[1] https://www.instagram.com/p/BvAu85Igq3h/
[1] https://www.instagram.com/p/BvAzlGaA51W/
[1] https://www.instagram.com/p/BvAv3GvAcZG/

Top Domains
Top Domains in Tweet in Entire Graph:
[26] verigazeteciligi.com
[24] r-journalism.com
[22] twitter.com
[22] gijn.org
[21] herodote.net
[19] medium.com
[15] co.uk
[13] trib.al
[11] timogrossenbacher.ch
[10] youtube.com

Top Domains in Tweet in G1:
[22] gijn.org
[5] twitter.com
[5] fastcharts.io
[3] github.com
[3] twotone.io
[2] csg.org
[2] stanford.edu
[2] savemy.news
[2] blog.google
[1] readthedocs.io

Top Domains in Tweet in G2:
[14] medium.com
[5] verigazeteciligi.com
[2] datajournalismhandbook.org
[2] co.uk
[2] maartenlambrechts.com
[2] twitter.com
[1] sagepub.com
[1] mapbox.com
[1] towardsdatascience.com
[1] workbenchdata.com

Top Domains in Tweet in G3:
[11] trib.al
[4] mailchi.mp
[3] fastcharts.io
[2] tumblr.com
[1] verigazeteciligi.com
[1] openclimatedata.net
[1] gatesnotes.com
[1] org.tr

Top Domains in Tweet in G4:
[5] tcij.org
[2] twitter.com
[2] machlis.com
[1] facebook.com
[1] medium.com

Top Domains in Tweet in G5:
[12] co.uk
[1] theguardian.com
[1] tomcopley.com

Top Domains in Tweet in G6:
[2] mediapart.fr
[1] bastamag.net
[1] machlis.com
[1] lefigaro.fr

Top Domains in Tweet in G7:
[6] twitter.com
[2] datajconf.com
[1] google.com
[1] motherjones.com
[1] praguemediapoint.com
[1] github.com

Top Domains in Tweet in G8:
[24] r-journalism.com

Top Domains in Tweet in G9:
[2] ft.com

Top Domains in Tweet in G10:
[7] instagram.com
[2] trib.al
[2] 5w-consulting.com
[2] 5wgraphics.com
[1] medium.com
[1] youtube.com
[1] aargauerzeitung.ch
[1] ufrgs.br

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[431] ddj
[97] dataviz
[60] nicar19
[53] data
[38] rstats
[31] verihaberciliği
[25] opendata
[24] migration
[18] vg
[16] eurosfordocs



Top Hashtags in Tweet in G1:
[57] ddj
[20] nicar19
[12] ntts2019
[11] dataviz
[5] data
[3] datablitz
[3] infographics
[2] cartooloftheday
[2] migration
[2] данные

Top Hashtags in Tweet in G2:
[43] ddj
[27] dataviz
[23] data
[21] migration
[8] journos
[5] dataanalytics
[4] datajournalism
[3] opendata
[3] emergencies
[3] nicar19

Top Hashtags in Tweet in G3:
[20] ddj
[15] dataviz
[6] verigazeteciliği
[5] açıkveri
[4] veriokuryazarlığı
[4] opendata
[3] verigörselleştirme
[3] veribülteni
[3] voyd
[2] gistribe

Top Hashtags in Tweet in G4:
[19] ddj
[16] nicar19
[13] cijcourses
[9] journalists
[8] cijsummer
[8] data
[4] journalism
[3] rstats
[2] javascript
[2] d3

Top Hashtags in Tweet in G5:
[31] ddj
[15] righttobuy
[3] foi
[2] socialhousing
[2] ukhousing
[1] firstworldproblems
[1] housing
[1] datajournalism
[1] schoolfunding
[1] send

Top Hashtags in Tweet in G6:
[16] eurosfordocs
[8] ddj
[7] ajtours
[1] bravo
[1] nicar2019
[1] westafricaleaks

Top Hashtags in Tweet in G7:
[19] ddj
[9] nicar19
[4] dataviz
[3] datajconf
[1] nicar2019
[1] csv
[1] servicetweet
[1] datenjournalismus
[1] medienrecht
[1] ddjlaw19

Top Hashtags in Tweet in G8:
[24] rstats
[24] ddj

Top Hashtags in Tweet in G9:
[3] ddj
[2] gistribe
[2] dataviz
[1] cartography
[1] nicar19

Top Hashtags in Tweet in G10:
[23] ddj
[5] dataviz
[5] dj
[4] love
[4] music
[3] trap
[3] bass
[3] edm
[3] hiphop
[3] club

Top Words
Top Words in Tweet in Entire Graph:
[526] Words in Sentiment List#1: Positive
[246] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[17026] Non-categorized Words
[17798] Total Words
[433] ddj
[385] data
[126] journalism
[102] dataviz
[78] ddjournalism

Top Words in Tweet in G1:
[65] data
[57] ddj
[34] 10
[28] gijn
[23] top
[20] nicar19
[20] в
[17] journalism
[17] tool
[15] theboysmithy

Top Words in Tweet in G2:
[135] data
[70] ddjournalism
[43] ddj
[29] alice_corona
[27] numbers
[27] dataviz
[24] new
[22] journalism
[22] great
[21] although

Top Words in Tweet in G3:
[54] ftdata
[32] data
[26] summer
[25] news
[23] fellowship
[23] student
[23] interested
[23] graphics
[23] web
[23] development

Top Words in Tweet in G4:
[19] ddj
[16] nicar19
[13] data
[13] cijcourses
[11] trainers
[11] april
[11] cijournalism
[10] sharon000
[10] journalists
[9] step

Top Words in Tweet in G5:
[32] alexhomer
[31] homes
[31] ddj
[30] sold
[30] made
[30] data
[28] re
[27] 2000
[27] 6
[27] 4bn

Top Words in Tweet in G6:
[28] les
[23] données
[22] gijnfr
[20] et
[19] sur
[18] base
[16] pharma
[16] papers
[16] découvrez
[16] précieuse

Top Words in Tweet in G7:
[24] data
[19] ddj
[17] datajconf
[11] fexi
[10] excited
[9] nicar19
[9] two
[9] exciting
[9] announcements
[9] 1

Top Words in Tweet in G8:
[48] r
[24] icymi
[24] great
[24] resources
[24] abtran
[24] journalists
[24] journalism
[24] rstats
[24] ddj
[24] ht

Top Words in Tweet in G9:
[26] ice
[22] sdbernard
[20] animation
[20] showing
[20] polar
[20] extent
[20] 1979
[20] today
[20] watch
[20] till

Top Words in Tweet in G10:
[23] ddj
[7] dataviz
[6] data
[6] kamu
[6] infographics
[5] dj
[4] journalism
[4] here
[4] love
[4] music

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[79] data,journalism
[37] ddj,dataviz
[29] re,sold
[28] verihaberciliği,ddj
[28] homes,re
[28] sold,2000
[28] 2000,made
[28] made,6
[28] 6,4bn
[28] 4bn,profit

Top Word Pairs in Tweet in G1:
[23] 10,ddj
[20] top,10
[12] theboysmithy,ntts2019
[12] ntts2019,keynote
[12] keynote,data
[12] data,visualisation
[12] visualisation,dv
[12] dv,technology
[12] technology,both
[12] both,blessing

Top Word Pairs in Tweet in G2:
[21] although,huge
[21] huge,amount
[21] amount,data
[21] data,available
[21] available,migration
[21] migration,challenging
[21] challenging,humanise
[21] humanise,numbers
[20] ddjournalism,although
[20] numbers,inte

Top Word Pairs in Tweet in G3:
[23] summer,fellowship
[23] student,interested
[23] interested,news
[23] news,graphics
[23] graphics,web
[23] web,development
[23] development,data
[23] data,journalism
[23] journalism,join
[21] fellowship,ftdata

Top Word Pairs in Tweet in G4:
[9] missed,nicar19
[9] nicar19,worry
[9] worry,best
[9] best,trainers
[9] trainers,journalists
[9] journalists,teaching
[9] teaching,cijcourses
[9] cijcourses,april
[7] data,journalism
[7] cijournalism,missed

Top Word Pairs in Tweet in G5:
[28] re,sold
[27] homes,re
[27] sold,2000
[27] 2000,made
[27] made,6
[27] 6,4bn
[27] 4bn,profit
[23] today,ddj
[18] right,buy
[18] buy,homes

Top Word Pairs in Tweet in G6:
[18] base,données
[17] sur,les
[16] pharma,papers
[16] papers,découvrez
[16] découvrez,précieuse
[16] précieuse,base
[16] données,eurosfordocs
[16] eurosfordocs,sur
[16] les,conflits
[16] conflits,d'intérêts

Top Word Pairs in Tweet in G7:
[9] two,exciting
[9] exciting,announcements
[9] announcements,1
[9] 1,excited
[9] excited,merbroussard
[9] merbroussard,second
[9] second,confirmed
[9] confirmed,keynote
[9] keynote,speaker
[9] speaker,2

Top Word Pairs in Tweet in G8:
[24] icymi,great
[24] great,resources
[24] resources,abtran
[24] abtran,r
[24] r,journalists
[24] journalists,journalism
[24] journalism,r
[24] r,rstats
[24] rstats,ddj
[24] ddj,ht

Top Word Pairs in Tweet in G9:
[20] animation,showing
[20] showing,polar
[20] polar,ice
[20] ice,extent
[20] extent,1979
[20] 1979,today
[20] today,watch
[20] watch,till
[20] till,end
[20] end,see

Top Word Pairs in Tweet in G10:
[4] data,journalism
[4] dataviz,ddj
[4] kamu,alımı
[4] 000,tl
[4] infographics,dataviz
[3] knocking,dust
[3] dust,old
[3] old,wheels
[3] wheels,steel
[3] trap,bass

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ddjournalism
@gijn
@ftdata
@alexhomer
@alice_corona
@abtran
@sdbernard
@dataandme
@ap
@gijnfr

Top Mentioned in G1:
@gijn
@theboysmithy
@atloteam
@diegokuonen
@albertocairo
@datavized
@financialtimes
@atlatszo
@katy_boss
@infowetrust

Top Mentioned in G2:
@ddjournalism
@alice_corona
@wloosen
@kingsdh
@jwyg
@gijn
@pinardag
@ejcnet
@dagmedyaveri
@dariorodighiero

Top Mentioned in G3:
@ftdata
@voydorg
@addadc
@aron_cheung
@instituteforgov
@googlenewsinit
@demirelsadettin
@odihq
@dianecoyle1859
@lordscommscom

Top Mentioned in G4:
@cijournalism
@sharon000
@leilahaddou
@stonepeople
@maxharlow
@crinaboros
@tecdemonterrey
@porcelinad
@karriekehoe
@sarawak_report

Top Mentioned in G5:
@alexhomer
@owenboswarva
@cihho
@clairejwilde
@petesherlock79
@paulbradshaw
@vicky_gazette
@michaelsavage
@tomcopley
@cihhousing

Top Mentioned in G6:
@gijnfr
@lesassises
@davduf
@edperrin
@karenbastienok
@fo0_
@ssawadogo1
@bastamag
@rozennlesaint
@icijorg

Top Mentioned in G7:
@datajconf
@fexi
@merbroussard
@smach
@zhoyoyo
@glynmottershead
@googlenewsinit
@openrefine
@magdmartin
@christinemehta

Top Mentioned in G8:
@abtran
@dataandme
@ap
@apreshill

Top Mentioned in G9:
@sdbernard
@financialtimes
@lesli
@lesliehook
@jscarto
@sharon000

Top Mentioned in G10:
@juanmaalles1

Top Tweeters
Top Tweeters in Entire Graph:
@kokusizu2
@slate
@afpfr
@caffreyej
@srauer20
@genghisgalahad2
@dwatchnews
@ianpatterson99
@joshspero
@huffpostuk

Top Tweeters in G1:
@caffreyej
@wsj
@nancyrubin
@financialtimes
@ft
@latimes
@domossu
@indeadline
@topcybernews
@google

Top Tweeters in G2:
@joanbleicher
@gilbertoleon
@bbbcccnnn
@cgtnofficial
@margymaclibrary
@propublica
@chanders
@thomasg77
@digidickinson
@pinardag

Top Tweeters in G3:
@slate
@joshspero
@huffpostuk
@verge
@clearmapping
@conversationuk
@wireduk
@tim2040
@fivethirtyeight
@timandraharknes

Top Tweeters in G4:
@melissa39b
@shaunlintern
@herdeirodocaos
@henkvaness
@cunhares
@tecdemonterrey
@spcrucianelli
@nujofficial
@decorrespondent
@sarawak_report

Top Tweeters in G5:
@meplzchicken
@clarefking
@tomcopley
@richardkendall
@leguape
@owenboswarva
@gareth_davies09
@120cause
@cihhousing
@michaelsavage

Top Tweeters in G6:
@boycott695
@fo0_
@snj_national
@kelek_sz
@audilalpha
@davduf
@yvettejoplin
@juleswp
@cous1mach1
@melindatrochu

Top Tweeters in G7:
@fcoel
@mikesjourno
@admire2mare
@glynmottershead
@tiffehr
@merbroussard
@martinjc
@mcneill_tweets
@bilgenarin
@natalieharrower

Top Tweeters in G8:
@ap
@ayirpelle
@dataandme
@abtran
@fiorefloresc
@pacoramon
@iljukov
@statstas
@efe_gil
@leeleo1993

Top Tweeters in G9:
@diamandbacks
@glen4climate
@tibor
@miskaknapek
@byjamescraig
@christinespolar
@burkelush
@jscarto
@gurmanbhatia
@darosebrughdeb

Top Tweeters in G10:
@econ_cl
@wturtera
@dotdajoker
@ninpachichannel
@trustmeimthedj
@benheubl
@i_am_ir8
@ericwilliamlin
@raphipons
@interhacktives


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