#ddj, Twitter, 7/29/2019 5:45:05 PM, 205391


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#ddj_2019-07-29_10-38-12.xlsx
#ddj_2019-07-29_10-38-12.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
July 29, 2019
Short Description:
#ddj via NodeXL http://bit.ly/2MpywDM
@gijn
@fubits
@marcelpauly
@gijnru
@albertocairo
@fvcastell
@edjnet
@icijorg
@datajournalism
@jburnmurdoch

Top hashtags:
#ddj
#dataviz
#scicar19
#mauritiusleaks
#opendata
#nr19
#infographics
#datajournalism
#pioneerdj
#opengov

Description:
Description
The graph represents a network of 526 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, 29 July 2019 at 17:38 UTC.

The requested date range was from Monday, 22 July 2019 at 00:00 UTC through Monday, 29 July 2019 at 00:00 UTC.

The tweets in the network were tweeted over the 6-day, 15-hour, 39-minute period from Monday, 22 July 2019 at 04:14 UTC to Sunday, 28 July 2019 at 19:54 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 : 526
Unique Edges : 725
Edges With Duplicates : 220
Total Edges : 945
Self-Loops : 102
Reciprocated Vertex Pair Ratio : 0.0629470672389127
Reciprocated Edge Ratio : 0.118438761776581
Connected Components : 59
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 361
Maximum Edges in a Connected Component : 722
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.480833
Graph Density : 0.00269056672098497
Modularity : 0.672875
NodeXL Version : 1.0.1.417

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[35] https://gijn.org/2019/07/25/gijns-data-journalism-top-10-aging-wimbledon-must-read-dataviz-bad-charts-german-opera/
[12] http://www.thefunctionalart.com/2019/07/making-data-concrete-with-photoviz.html
[8] https://twitter.com/zoowalk/status/1154868032331800576
[7] https://www.meetup.com/Journocoders-in-Indonesia/events/263216350
[5] http://www.thefunctionalart.com/2019/07/bringing-visualization-to-masses.html
[5] https://junkcharts.typepad.com/junk_charts/2019/07/what-is-a-bad-chart.html
[5] http://www.thefunctionalart.com/2019/07/another-infographics-book-for-all-ages.html
[4] https://datajournalism.com/read/newsletters/bad-charts
[4] http://www.datastories.pk/stunted-children-under-five-years-of-age-most-in-khyber-pakhtunkhwas-newly-merged-districts-kp-nmd/
[4] https://twitter.com/edjnet/status/1148184097031892992

Top URLs in Tweet in G1:
[33] https://gijn.org/2019/07/25/gijns-data-journalism-top-10-aging-wimbledon-must-read-dataviz-bad-charts-german-opera/
[5] https://junkcharts.typepad.com/junk_charts/2019/07/what-is-a-bad-chart.html
[4] https://datajournalism.com/read/newsletters/bad-charts
[3] https://gijn.org/2019/07/18/gijns-data-journalism-top-10-amazon-com-the-menstrual-cycle-canadian-sex-crimes-nonsensical-diagrams/
[3] https://www.blick.ch/interaktiv/sommergewitter-im-anmarsch-hier-schlagen-die-meisten-blitze-ein-id15439054.html
[1] https://gijn.org/%D1%80%D1%83%D0%BA%D0%BE%D0%B2%D0%BE%D0%B4%D1%81%D1%82%D0%B2%D0%B0-%D0%BF%D0%BE-%D0%B6%D1%83%D1%80%D0%BD%D0%B0%D0%BB%D0%B8%D1%81%D1%82%D1%81%D0%BA%D0%B8%D0%BC-%D1%80%D0%B0%D1%81%D1%81%D0%BB%D0%B5/
[1] http://vybor.nikcenter.org/game/
[1] https://source.opennews.org/articles/how-we-visualized-election-no-political-parties/?mc_cid=82d5ac0e45&mc_eid=4ca1d4cbc8
[1] https://datajournalism.com/read/handbook/two/doing-issues-with-data/multiplying-memories-while-discovering-trees-in-bogota
[1] https://surveys.europeandatajournalism.eu/quiz/edjnet/

Top URLs in Tweet in G2:
[3] https://docs.google.com/forms/d/e/1FAIpQLSfOQ6kE6ddX9Ugp7HSj2tCDW1YqQXKna-BIYTkrLYnn_UJrCw/viewform
[3] https://twitter.com/FvCastell/status/1154301017418346496
[2] https://forms.gle/73xJTt3bD95Eju3t6
[1] http://ddjbw.de/
[1] https://journalismus.uni-mainz.de/weiterbildung/
[1] https://twitter.com/FvCastell/status/1153776465605025794
[1] https://twitter.com/FvCastell/status/1153932375014989825
[1] https://twitter.com/marcelpauly/status/1153605588116545536

Top URLs in Tweet in G3:
[4] https://twitter.com/edjnet/status/1148184097031892992
[2] https://t.co/VwQJ2roBXC
[2] https://gijn.org/2019/07/25/gijns-data-journalism-top-10-aging-wimbledon-must-read-dataviz-bad-charts-german-opera/
[2] https://www.alternatives-economiques.fr/thermometre-saffole-villes-europeennes/00086214
[2] https://ajpro.ajp.be/event/2173/
[1] https://www.icij.org/blog/2019/07/top-tips-and-tricks-for-going-global-with-foi/?utm_content=bufferf05f1&utm_medium=social&utm_source=twitter.com&utm_campaign=Buffer+-+Twitter
[1] https://www.icij.org/investigations/mauritius-leaks/icij-publishes-list-of-mauritian-companies-used-by-conyers-corporate-clients/?utm_content=bufferb8fea&utm_medium=social&utm_source=twitter.com&utm_campaign=Buffer+-+Twitter
[1] https://www.icij.org/investigations/mauritius-leaks/icij-publishes-list-of-mauritian-companies-used-by-conyers-corporate-clients/?utm_content=buffer2c4e9&utm_medium=social&utm_source=twitter.com&utm_campaign=Buffer+-+Twitter
[1] http://www.joelmatriche.com/?cat=4
[1] http://www.leparisien.fr/economie/logements-sociaux-loues-sur-airbnb-des-centaines-d-annonces-suspectes-a-paris-22-07-2019-8121828.php

Top URLs in Tweet in G4:
[12] http://www.thefunctionalart.com/2019/07/making-data-concrete-with-photoviz.html
[5] http://www.thefunctionalart.com/2019/07/another-infographics-book-for-all-ages.html
[5] http://www.thefunctionalart.com/2019/07/bringing-visualization-to-masses.html
[4] http://www.datastories.pk/stunted-children-under-five-years-of-age-most-in-khyber-pakhtunkhwas-newly-merged-districts-kp-nmd/
[3] http://www.thefunctionalart.com/2019/07/what-if-visualization.html
[1] http://www.thefunctionalart.com/2019/07/absolute-or-relative-values.html
[1] https://medium.com/nightingale/democratizing-visualization-by-lowering-the-barrier-of-entry-c46d30a2ab41

Top URLs in Tweet in G5:
[3] https://twitter.com/ftdata/status/1154386503050678272
[1] http://cplusj.org/
[1] https://twitter.com/hannahsbirch/status/1152980772271378432
[1] https://www.niemanlab.org/2019/07/how-to-cover-11250-elections-at-once-heres-how-the-washington-posts-new-computational-journalism-lab-will-tackle-2020/
[1] https://www.theguardian.com/politics/2019/jul/25/cabinet-ministers-mixed-voting-record-on-gay-rights-and-abortion
[1] https://www.washingtonpost.com/pr/2019/07/24/washington-post-establishes-computational-political-journalism-rd-lab-augment-its-campaign-coverage

Top URLs in Tweet in G6:
[1] https://github.com/lukes/ISO-3166-Countries-with-Regional-Codes/blob/master/all/all.csv
[1] http://puntofisso.net/newsletter/

Top URLs in Tweet in G7:
[3] https://www.voxeurop.eu/de/2019/depressionen-5123512
[3] https://www.voxeurop.eu/it/2019/i-giovani-europei-e-la-depressione-5123505
[2] https://medium.com/@davidottewell_45215/reach-data-journalism-highlights-this-week-to-july-26-2019-bf6bad2f060e
[1] http://www.umbria24.it/medialab/incidenti-morti-e-feriti-in-umbria-dal-1986-al-2018
[1] https://www.instagram.com/p/B0YoRIWDgr7/?igshid=11v5dapd3h4oz
[1] https://www.nationalgeographic.com/magazine/2019/08/graphic-shows-past-50-years-of-global-human-migration/
[1] https://www.tandfonline.com/doi/full/10.1080/21670811.2019.1626257?fbclid=IwAR3rPz8sHyn0tUpGfLSoBefBssstPCSTbmCQGOgCE1tTM70UrEFArAOLyCQ
[1] https://www.washingtonpost.com/pr/2019/07/24/washington-post-establishes-computational-political-journalism-rd-lab-augment-its-campaign-coverage/
[1] https://www.instagram.com/p/B0VK7EPlqMg/?igshid=ptkbfnfo9qjz
[1] https://www.instagram.com/p/B0UlsgwgKXj/?igshid=58tv92vxt7sb

Top URLs in Tweet in G8:
[1] https://bnn.de/lokales/karlsruhe/gruenste-staedte-baden-wuerttemberg-ranking-parks-gruenflaechen

Top URLs in Tweet in G9:
[7] https://www.meetup.com/Journocoders-in-Indonesia/events/263216350
[1] https://docs.google.com/forms/d/e/1FAIpQLScuQPC_q_qYZu-R9lao8UAEWCxNmB0G-zd4hCq0F19pPd_Lbw/viewform?usp=pp_url
[1] https://www.w3schools.com/
[1] http://www.codecademy.com/

Top URLs in Tweet in G10:
[8] https://twitter.com/zoowalk/status/1154868032331800576
[1] https://github.com/TheEconomist/graphic-detail-data/tree/master/data/2019-07-06-mandatory-voting
[1] https://twitter.com/gelliottmorris/status/1146805585448513536

Top Domains
Top Domains in Tweet in Entire Graph:
[39] gijn.org
[32] twitter.com
[26] thefunctionalart.com
[12] instagram.com
[10] voxeurop.eu
[8] medium.com
[7] google.com
[7] meetup.com
[7] mailchi.mp
[6] datajournalism.com

Top Domains in Tweet in G1:
[37] gijn.org
[6] datajournalism.com
[5] typepad.com
[3] blick.ch
[1] nikcenter.org
[1] opennews.org
[1] europeandatajournalism.eu
[1] researchgate.net
[1] tdwi.org
[1] ha-asia.com

Top Domains in Tweet in G2:
[6] twitter.com
[3] google.com
[2] forms.gle
[1] ddjbw.de
[1] uni-mainz.de

Top Domains in Tweet in G3:
[4] twitter.com
[3] icij.org
[2] t.co
[2] gijn.org
[2] alternatives-economiques.fr
[2] ajp.be
[1] joelmatriche.com
[1] leparisien.fr

Top Domains in Tweet in G4:
[26] thefunctionalart.com
[4] datastories.pk
[1] medium.com

Top Domains in Tweet in G5:
[4] twitter.com
[1] cplusj.org
[1] niemanlab.org
[1] theguardian.com
[1] washingtonpost.com

Top Domains in Tweet in G6:
[1] github.com
[1] puntofisso.net

Top Domains in Tweet in G7:
[12] instagram.com
[6] voxeurop.eu
[5] verigazeteciligi.com
[2] medium.com
[1] umbria24.it
[1] nationalgeographic.com
[1] tandfonline.com
[1] washingtonpost.com
[1] twitter.com
[1] cohu.org

Top Domains in Tweet in G8:
[1] bnn.de

Top Domains in Tweet in G9:
[7] meetup.com
[1] google.com
[1] w3schools.com
[1] codecademy.com

Top Domains in Tweet in G10:
[9] twitter.com
[1] github.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[408] ddj
[90] dataviz
[33] scicar19
[32] mauritiusleaks
[26] opendata
[26] nr19
[26] infographics
[17] datajournalism
[13] pioneerdj
[13] opengov



Top Hashtags in Tweet in G1:
[68] ddj
[15] dataviz
[7] charts
[6] визуализации
[4] data
[4] datajournalism
[4] critique
[3] maps
[2] misinformation
[1] datashare

Top Hashtags in Tweet in G2:
[107] ddj
[29] scicar19
[22] nr19
[3] sharingiscaring
[1] crossmedia
[1] journalismus

Top Hashtags in Tweet in G3:
[31] mauritiusleaks
[18] ddj
[2] canicule
[1] nr19
[1] scicar19

Top Hashtags in Tweet in G4:
[40] dataviz
[28] ddj
[20] infographics
[6] datajournalism
[5] howchartslie
[4] stunted
[4] pakistan
[4] fata
[1] visualization
[1] datasets

Top Hashtags in Tweet in G5:
[14] ddj
[1] smsociety
[1] srccon
[1] dataviz
[1] platypus
[1] nr19
[1] scicar19

Top Hashtags in Tweet in G6:
[14] ddj
[13] opendata
[12] opengov
[1] dataviz
[1] civictech

Top Hashtags in Tweet in G7:
[35] ddj
[9] pioneerdj
[7] dataviz
[6] dj
[6] music
[6] edjnet
[6] europa
[5] seratodj
[5] vg
[4] verigörselleştirme

Top Hashtags in Tweet in G8:
[3] ddj
[1] rt

Top Hashtags in Tweet in G9:
[9] ddj
[9] ddjindonesia
[5] bukakelas
[5] jurnalismedata
[1] journocoders

Top Hashtags in Tweet in G10:
[13] rstats
[13] ddj
[1] ggplot2
[1] opensource

Top Words
Top Words in Tweet in Entire Graph:
[222] Words in Sentiment List#1: Positive
[228] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[13223] Non-categorized Words
[13673] Total Words
[408] #ddj
[221] data
[90] #dataviz
[78] soll
[66] 10

Top Words in Tweet in G1:
[68] #ddj
[45] 10
[39] gijn
[32] data
[29] top
[26] datajournalism
[22] в
[21] য
[20] charts
[19] র

Top Words in Tweet in G2:
[107] #ddj
[70] soll
[51] community
[50] organisieren
[47] uns
[34] sich
[32] haben
[32] fvcastell
[29] #scicar19
[26] wenn

Top Words in Tweet in G3:
[34] data
[32] icijorg
[31] #mauritiusleaks
[30] 200
[28] des
[23] gijnfr
[23] à
[20] les
[19] dans
[18] #ddj

Top Words in Tweet in G4:
[40] #dataviz
[35] albertocairo
[33] new
[33] post
[28] #ddj
[20] #infographics
[12] making
[12] data
[12] concrete
[12] 'photoviz'

Top Words in Tweet in G5:
[24] political
[16] journalism
[14] #ddj
[14] computational
[13] newsroom
[13] reporting
[13] r
[13] d
[12] supports
[12] washingtonpost

Top Words in Tweet in G6:
[65] data
[25] open
[23] puntofisso
[14] #ddj
[13] write
[13] weekly
[13] newsletter
[13] called
[13] news
[13] shares

Top Words in Tweet in G7:
[35] #ddj
[9] #pioneerdj
[7] #dataviz
[6] data
[6] #dj
[6] #music
[6] #edjnet
[6] #europa
[5] #seratodj
[5] #vg

Top Words in Tweet in G8:
[12] simondhaas
[11] grünflächen
[11] kühlen
[11] städte
[11] sommer
[11] pforzheim
[11] freiburg
[11] haben
[11] meisten
[11] mannheim

Top Words in Tweet in G9:
[35] data
[23] workshop
[21] introduction
[21] sql
[21] analyst
[18] journocoders_id
[14] calling
[14] journalists
[14] analysts
[14] join

Top Words in Tweet in G10:
[13] #rstats
[13] #ddj
[11] code
[8] includes
[8] good
[8] ideas
[8] want
[8] facebook
[8] election
[8] advertising

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[55] #ddj,community
[40] 10,#ddj
[34] top,10
[33] sich,#ddj
[33] new,post
[28] albertocairo,new
[26] open,data
[26] data,journalism
[25] soll,sich
[25] community,organisieren

Top Word Pairs in Tweet in G1:
[37] 10,#ddj
[29] top,10
[16] в,топ
[16] топ,10
[15] https,t
[15] t,co
[14] #ddj,gijn
[14] gijn's,top
[13] eng,https
[13] #ddj,july

Top Word Pairs in Tweet in G2:
[50] #ddj,community
[29] sich,#ddj
[21] wenn,ja
[21] soll,sich
[21] community,organisieren
[21] organisieren,#nr19
[21] #nr19,haben
[21] haben,diskussion
[21] diskussion,begonnen
[21] begonnen,#scicar19

Top Word Pairs in Tweet in G3:
[12] download,#mauritiusleaks
[12] #mauritiusleaks,data
[12] data,published
[12] published,info
[12] info,more
[12] more,200
[12] 200,companies
[12] companies,law
[12] law,firm
[12] firm,center

Top Word Pairs in Tweet in G4:
[33] new,post
[28] albertocairo,new
[20] #infographics,#ddj
[19] #dataviz,#infographics
[12] post,making
[12] making,data
[12] data,concrete
[12] concrete,'photoviz'
[12] 'photoviz',#dataviz
[8] post,absolute

Top Word Pairs in Tweet in G5:
[13] r,d
[12] d,newsroom
[12] newsroom,supports
[12] supports,political
[12] political,reporting
[12] reporting,washingtonpost
[12] washingtonpost,established
[12] established,computational
[12] computational,political
[12] political,journalism

Top Word Pairs in Tweet in G6:
[25] open,data
[13] write,weekly
[13] weekly,newsletter
[13] newsletter,called
[13] called,news
[13] news,shares
[13] shares,best
[13] best,open
[13] data,data
[13] data,journalism

Top Word Pairs in Tweet in G7:
[6] #edjnet,#ddj
[3] #ddj,#dataviz
[3] wohlbefinden,jüngeren
[3] jüngeren,generationen
[3] generationen,einen
[3] einen,blick
[3] blick,#edjnet
[3] #ddj,#depressionen
[3] #depressionen,#europa
[3] #djbetosp,#brasil

Top Word Pairs in Tweet in G8:
[11] grünflächen,kühlen
[11] kühlen,städte
[11] städte,sommer
[11] sommer,pforzheim
[11] pforzheim,freiburg
[11] freiburg,haben
[11] haben,meisten
[11] meisten,mannheim
[11] mannheim,karlsruhe
[11] karlsruhe,wenigsten

Top Word Pairs in Tweet in G9:
[21] introduction,sql
[21] data,analyst
[14] calling,journalists
[14] journalists,data
[14] data,analysts
[14] analysts,join
[14] join,free
[14] free,workshop
[14] workshop,introduction
[14] sql,data

Top Word Pairs in Tweet in G10:
[8] includes,#rstats
[8] #rstats,code
[8] code,good
[8] good,ideas
[8] ideas,want
[8] want,facebook
[8] facebook,election
[8] election,advertising
[8] advertising,analysis
[8] analysis,#ddj

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gijn
@albertocairo
@icijorg
@fvcastell
@datajournalism
@marcelpauly
@puntofisso
@gijnfr
@journocoders_id
@simondhaas

Top Mentioned in G1:
@gijn
@datajournalism
@junkcharts
@blickch
@alice_corona
@dataviz_catalog
@musmekh
@albertocairo
@highcharts
@batjo_data

Top Mentioned in G2:
@fvcastell
@marcelpauly
@js_mainz
@bschwentker
@scicar17ff
@journocode
@netzgedanken
@tanjev
@test
@geldtipp

Top Mentioned in G3:
@icijorg
@gijnfr
@edjnet
@leparisiendata
@karriekehoe
@ajpjournalistes
@dw_innovation
@gijn
@joelmatriche
@marcelpauly

Top Mentioned in G4:
@albertocairo
@ellerystudio
@themetamachine
@smfrogers
@khalid_khattak
@fivethirtyeight
@ellawinthrop
@datastoriespk1
@gijn
@lenkiefer

Top Mentioned in G5:
@washingtonpost
@fexi
@kimgidarrah
@googlenewsinit
@socmediaconf
@northeastern
@martinstabe
@wihbey
@storybench
@hannahsbirch

Top Mentioned in G6:
@puntofisso
@jburnmurdoch
@l_d
@odcamp

Top Mentioned in G7:
@davidottewell

Top Mentioned in G8:
@simondhaas
@rbrtmeyer
@br_data
@karlsruher
@googleearth
@moklick
@bnn_baneuna
@okbelli

Top Mentioned in G9:
@journocoders_id
@beritagarid
@aghniaadzkia
@beritagarinfo
@ajimakassar_
@azarialars

Top Mentioned in G10:
@sharon000
@plotlygraphs
@marvinmilatz
@gelliottmorris
@datajournalism
@edjnet
@puntofisso

Top Tweeters
Top Tweeters in Entire Graph:
@_redfrog
@aaroncuddeback
@beritagarid
@irishtimes
@washingtonpost
@uribex
@indexhu
@popbitch
@financialtimes
@ft

Top Tweeters in G1:
@financialtimes
@ft
@wdr
@mediapart
@margymaclibrary
@blickch
@drshepherd2013
@uf
@duncangeere
@dr_mana

Top Tweeters in G2:
@mariuskarma
@sahnetaeter
@tibor
@nicolakuhrt
@filis
@fiete_stegers
@nicolaskb
@barjack
@huwendiek
@jangeorgplavec

Top Tweeters in G3:
@_redfrog
@themainepain
@diab0l029
@pulidobatido
@pjambet
@hants_hippy
@gordonmoat
@susanmdorazio1
@hiblerdana
@chabailey

Top Tweeters in G4:
@indeadline
@albertocairo
@fivethirtyeight
@arrianna_planey
@manuelfherrador
@jorquenlau
@mandosally
@kristinhenry
@julitoalonso
@awaissaleem77

Top Tweeters in G5:
@washingtonpost
@bbcworldservice
@jeremybowers
@mediagazerchat
@paulbradshaw
@tseymat
@fubits
@admire2mare
@northeastern
@amzam

Top Tweeters in G6:
@clearmapping
@puntofisso
@ashroplad
@jburnmurdoch
@robhawkes
@micahstubbs
@markbraggins
@cholten99
@nhs_analyst
@ricroberts

Top Tweeters in G7:
@umbria24
@wturtera
@dotdajoker
@djbetosp
@lucy_uzoosina
@oohrip
@davidottewell
@iloaguiar
@skratchsociety1
@voxeuropde

Top Tweeters in G8:
@zauberlaus_
@karlsruher
@jxrxme
@grafjo
@bnn_baneuna
@okbelli
@googleearth
@moklick
@baerbelwittich
@sjockers

Top Tweeters in G9:
@beritagarid
@beritagarinfo
@gladis_co
@beritagararena
@donyprstyo
@azarialars
@aghniaadzkia
@cold_sherry
@tengikenambelas
@veronikakaban

Top Tweeters in G10:
@kamromero
@bbbcccnnn
@rstatstweet
@trappedalien
@gelliottmorris
@danwils42696605
@rstats4ds
@sharon000
@hodgesmr
@daboincj


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