#ddj, Twitter, 12/31/2018 3:02:22 AM, 180132


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#ddj_2018-12-30_18-48-09.xlsx
#ddj_2018-12-30_18-48-09.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 31, 2018
Short Description:
#ddj via NodeXL http://bit.ly/2CHri8M
@gijnfr
@indeadline
@niemanlab
@smfrogers
@evaconstantaras
@sdbernard
@financialtimes
@gijn
@ddjournalism
@marjoog

Top hashtags:
#ddj
#dataviz
#afd
#bundestag
#datajournalism
#data
#html5
#infographics
#opensource
#e2d3

Description:
Description
The graph represents a network of 543 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, 31 December 2018 at 02:48 UTC.

The requested start date was Monday, 31 December 2018 at 01:01 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, 12-hour, 25-minute period from Tuesday, 25 December 2018 at 03:25 UTC to Sunday, 30 December 2018 at 15:50 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 : 543
Unique Edges : 733
Edges With Duplicates : 181
Total Edges : 914
Number of Edge Types : 3
Mentions : 779
Tweet : 133
Replies to : 2
Self-Loops : 133
Reciprocated Vertex Pair Ratio : 0.013986013986014
Reciprocated Edge Ratio : 0.0275862068965517
Connected Components : 60
Single-Vertex Connected Components : 27
Maximum Vertices in a Connected Component : 197
Maximum Edges in a Connected Component : 400
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.357625
Graph Density : 0.00246342242427949
Modularity : 0.74838
NodeXL Version : 1.0.1.407

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[46] https://projekte.sueddeutsche.de/artikel/politik/die-afd-im-bundestag-e362724/
[10] https://ft.trib.al/VVjdgS0
[6] https://mailchi.mp/689bb6c0b7ce/rtkppffzok-380417
[5] https://gijn.org/2018/12/20/gijns-data-journalism-top-10-in-2018-visual-vocabulary-eclectic-visualization-google-dataset-search-laughing-in-parliament/
[4] https://www.opendatasoft.com/a-comprehensive-list-of-all-open-data-portals-around-the-world/
[4] http://www.niemanlab.org/2018/12/data-journalism-becomes-a-global-field/
[4] http://www.verigazeteciligi.com/microsoft-data-journalism-playbook-hazirladi/
[4] http://www.verigazeteciligi.com/yeni-veri-gazeteciligi-el-kitabina-ozel-bir-onizleme/
[3] https://mailchi.mp/2fec134ac1bd/voyd-veri-bulteni-10
[3] http://hasselfallas.com/2018/10/30/periodismo-de-investigacion-mas-vivo-y-necesario-que-nunca-en-latinoamerica/

Top URLs in Tweet in G1:
[2] https://subscribe.ft.com/barrier/logic?location=https%3A%2F%2Fig.ft.com%2Findia-pollution%2F&referer=&classification=conditional_standard
[1] https://subscribe.ft.com/barrier/logic?location=https%3A%2F%2Fig.ft.com%2Fchina-pollution%2F&referer=&classification=conditional_standard
[1] https://www.ft.com/content/db675edc-c7f2-11e8-86e6-19f5b7134d1c
[1] https://www.ft.com/content/9c2b9d92-a45b-11e8-8ecf-a7ae1beff35b
[1] https://graphics.reuters.com/YEAREND-2018/010081R1358/index.html
[1] https://twitter.com/nzzvisuals/status/1077537165402390529

Top URLs in Tweet in G2:
[4] https://www.opendatasoft.com/a-comprehensive-list-of-all-open-data-portals-around-the-world/
[2] http://fr.wikipedia.org/wiki/Loi_Neuwirth
[2] http://www.herodote.net/histoire/evenement.php?jour=19201225
[2] http://www.herodote.net/histoire/evenement.php?jour=4981225
[1] https://bastamag.net/webdocs/police/
[1] https://www.youtube.com/watch?v=_eqH4X2Gs3E

[1] http://data.blog.lemonde.fr/2018/01/31/datajournalisme-le-detail-de-notre-travail-sur-les-donnees-des-maternites/
[1] https://tabula.technology/
[1] https://www.letemps.ch/grand-format/cimetiere-marin-mediterranee
[1] https://courses.academy.africa/courses/investigative-reporting/

Top URLs in Tweet in G3:
[2] http://cplusj.org/program
[1] https://therockefellerfoundation.applytojob.com/apply/fD2KbITlsQ/Data-Scientist-Analytics?source=Personal+social+media+++network+(Tariq,+Evan+and+Zia)
[1] https://therockefellerfoundation.applytojob.com/apply/cr9waPiLn8/Data-Scientist-Visualization?source=Personal+social+media+%2B+network+%28Tariq%2C+Evan+and+Zia%29
[1] http://cplusj.org/attending
[1] https://datavizblog.com/2018/12/29/my-pov-what-is-data-science-and-the-role-of-a-data-scientist/

Top URLs in Tweet in G4:
[4] https://gijn.org/2018/12/20/gijns-data-journalism-top-10-in-2018-visual-vocabulary-eclectic-visualization-google-dataset-search-laughing-in-parliament/
[3] https://interaktiv.waz.de/schnee-an-weihnachten/
[2] https://projekte.sueddeutsche.de/artikel/politik/die-afd-im-bundestag-e362724/
[2] https://gijn.org/2018/12/27/the-25-best-data-visualizations-of-2018/
[1] https://projekte.sueddeutsche.de/artikel/wirtschaft/miete-wohnen-in-der-krise-e687627/
[1] https://funkeinteraktiv.github.io/geo-data-merger/
[1] https://advent18.journocode.com/door/22/

Top URLs in Tweet in G5:
[1] https://twitter.com/MediaGFMD/status/1077896933690302464
[1] https://twitter.com/busayomisotunde/status/1077132187571535873
[1] https://twitter.com/mediagfmd/status/1077549641544200192
[1] http://www.niemanlab.org/2018/12/data-journalism-becomes-a-global-field/

Top URLs in Tweet in G6:
[6] https://projekte.sueddeutsche.de/artikel/politik/die-afd-im-bundestag-e362724/

Top URLs in Tweet in G7:
[2] https://twitter.com/sdbernard/status/1078991931290669056
[1] https://www.reddit.com/r/inothernewsers/
[1] http://puntofisso.net/newsletter/
[1] https://www.zeit.de/wirtschaft/2018-12/benzinpreise-unterschiede-norddeutschland-sueddeutschland-tankstellen
[1] https://gijn.org/2018/12/20/gijns-data-journalism-top-10-in-2018-visual-vocabulary-eclectic-visualization-google-dataset-search-laughing-in-parliament/

Top URLs in Tweet in G8:
[2] http://www.niemanlab.org/2018/12/data-journalism-becomes-a-global-field/
[1] https://data.humdata.org/visualization/a-journey-of-1000km/
[1] https://youtube.com/googlenewsinitiative
[1] http://www.niemanlab.org/collection/predictions-2019/
[1] https://hackernoon.com/what-is-data-visualization-definition-history-and-examples-e51ded6e444a
[1] https://medium.com/we-are-colorblind/designing-with-the-colorblind-in-mind-will-improve-your-design-for-everyone-5c25ecfcde64
[1] https://datajournalismhandbook.org/handbook/two#doing-issues-with-data
[1] https://docs.google.com/forms/d/e/1FAIpQLSfKfkuXKfM6A3gMcMU4_bQY-hX2-Mzuj35X3J_ZrxBeAcve8g/viewform?usp=send_form
[1] http://datajournalismhandbook.org

Top URLs in Tweet in G10:
[9] https://projekte.sueddeutsche.de/artikel/politik/die-afd-im-bundestag-e362724/
[1] http://www.hyblab.fr
[1] http://www.visualisingdata.com/2018/12/best-of-the-visualisation-web-october-2018/
[1] http://rugbamenog.blogspot.com/?gz=u6imjgi
[1] http://www.datastories.pk/new-vs-current-rates-by-govt-for-electronic-media-ads-campaigns/
[1] https://www.nzz.ch/amp/wirtschaft/snowboarden-rueckgang-eines-trends-ld.1438500?__twitter_impression=true
[1] http://reugrowresge.blogspot.com/?gz=2fk5tl3p
[1] https://infogram.com/blog/20-best-data-visualizations-of-2018/
[1] https://orf.at/stories/3104134/
[1] https://www.facebook.com/sv.cruzerd/posts/2140862295957499

Top Domains
Top Domains in Tweet in Entire Graph:
[47] sueddeutsche.de
[24] verigazeteciligi.com
[17] herodote.net
[12] wikipedia.org
[10] trib.al
[10] mailchi.mp
[9] twitter.com
[8] gijn.org
[6] instagram.com
[6] youtube.com

Top Domains in Tweet in G1:
[5] ft.com
[1] reuters.com
[1] twitter.com

Top Domains in Tweet in G2:
[17] herodote.net
[12] wikipedia.org
[4] opendatasoft.com
[1] bastamag.net
[1] youtube.com
[1] lemonde.fr
[1] tabula.technology
[1] letemps.ch
[1] academy.africa
[1] afd.fr

Top Domains in Tweet in G3:
[3] cplusj.org
[2] applytojob.com
[1] datavizblog.com

Top Domains in Tweet in G4:
[6] gijn.org
[3] sueddeutsche.de
[3] waz.de
[1] github.io
[1] journocode.com

Top Domains in Tweet in G5:
[3] twitter.com
[1] niemanlab.org

Top Domains in Tweet in G6:
[6] sueddeutsche.de

Top Domains in Tweet in G7:
[2] twitter.com
[1] reddit.com
[1] puntofisso.net
[1] zeit.de
[1] gijn.org

Top Domains in Tweet in G8:
[3] niemanlab.org
[2] datajournalismhandbook.org
[1] humdata.org
[1] youtube.com
[1] hackernoon.com
[1] medium.com
[1] google.com

Top Domains in Tweet in G10:
[9] sueddeutsche.de
[6] instagram.com
[2] blogspot.com
[2] twitter.com
[1] hyblab.fr
[1] visualisingdata.com
[1] datastories.pk
[1] nzz.ch
[1] infogram.com
[1] orf.at

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[301] ddj
[92] dataviz
[77] afd
[50] bundestag
[45] datajournalism
[31] data
[25] html5
[20] infographics
[19] opensource
[18] e2d3



Top Hashtags in Tweet in G1:
[4] dataviz
[4] ddj
[2] gistribe
[1] pollution
[1] design

Top Hashtags in Tweet in G2:
[50] ddj
[10] datajournalisme
[6] opendata
[6] investigation
[3] data
[1] outil
[1] free
[1] enquete
[1] longformat
[1] formation

Top Hashtags in Tweet in G3:
[5] ddj
[4] datascience
[3] datascientist
[3] tableau
[3] tff
[2] dataviz
[1] rstats
[1] infographics

Top Hashtags in Tweet in G4:
[27] ddj
[4] dataviz
[3] weihnachten
[3] merrychristmas
[1] meinemiete

Top Hashtags in Tweet in G5:
[22] datajournalism
[15] ddj
[1] opendata
[1] media
[1] storytelling

Top Hashtags in Tweet in G6:
[35] afd
[9] bundestag
[9] ddj
[2] noafd
[1] fckafd
[1] nonazis

Top Hashtags in Tweet in G7:
[7] ddj
[4] data
[3] opendata
[2] dataviz

Top Hashtags in Tweet in G8:
[10] ddj
[9] dataviz
[4] datajournalism
[3] datahandbook
[2] data4good
[1] data
[1] journalism
[1] uxdesign
[1] journo

Top Hashtags in Tweet in G9:
[5] dataviz
[5] ddj
[3] prado200
[3] bicentenarioprado
[2] dataanalytics
[2] storydata
[2] periodismodatos
[2] museodelprado
[1] periodismodedatos
[1] christmas

Top Hashtags in Tweet in G10:
[30] ddj
[8] afd
[8] bundestag
[5] radio
[5] dj
[4] judicioux
[4] resonation
[4] podcast
[4] podcasts
[4] radioshow

Top Words
Top Words in Tweet in Entire Graph:
[347] Words in Sentiment List#1: Positive
[167] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[12388] Non-categorized Words
[12902] Total Words
[301] ddj
[169] year
[126] data
[120] new
[92] dataviz

Top Words in Tweet in G1:
[103] year
[52] worked
[52] financialtimes
[50] sdbernard
[50] time
[50] thought
[50] share
[50] 4
[50] favourite
[50] maps

Top Words in Tweet in G2:
[50] ddj
[38] gijnfr
[38] et
[32] vous
[32] 12
[24] les
[23] par
[23] à
[22] aux
[20] une

Top Words in Tweet in G3:
[99] new
[41] data
[35] looking
[33] year
[33] job
[33] re
[33] smart
[33] thoughtful
[33] person
[33] ready

Top Words in Tweet in G4:
[27] ddj
[11] top
[9] 10
[8] map
[7] sz
[7] 2018
[6] special
[6] edition
[6] asked
[6] nodexl

Top Words in Tweet in G5:
[32] apply
[32] program
[31] evaconstantaras
[24] journalists
[22] looking
[22] iraqi
[22] passionate
[22] gender
[22] equality
[22] 2019

Top Words in Tweet in G6:
[35] afd
[26] peinlich
[26] besten
[26] falle
[26] staatsgefährdend
[26] schlimmsten
[26] interessanter
[26] artikel
[26] demokratiefeinde
[25] jkcork76

Top Words in Tweet in G7:
[8] elena_erdmann
[8] colorfuldata
[7] ddj
[7] juliustroeger
[7] data
[6] teurer
[6] süden
[6] günstiger
[6] norden
[6] zeigen

Top Words in Tweet in G8:
[21] ddjournalism
[15] journalism
[14] data
[12] year
[11] niemanlab
[11] people
[10] ddj
[9] each
[9] asks
[9] smartest

Top Words in Tweet in G9:
[35] storydatabcn
[31] museodelprado
[19] maría
[19] jesús
[19] personajes
[17] 1º
[17] 2
[17] encima
[17] san
[17] josé

Top Words in Tweet in G10:
[30] ddj
[9] sz
[9] afd
[9] bundestag
[8] datenrecherche
[8] nach
[8] dem
[8] einzug
[8] dj
[7] gespaltene

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[54] afd,bundestag
[52] sz,datenrecherche
[52] dem,einzug
[51] time,year
[51] year,thought
[51] thought,share
[51] share,4
[51] 4,favourite
[51] favourite,maps
[51] maps,worked

Top Word Pairs in Tweet in G1:
[50] time,year
[50] year,thought
[50] thought,share
[50] share,4
[50] 4,favourite
[50] favourite,maps
[50] maps,worked
[50] worked,year
[50] year,financialtimes
[49] sdbernard,time

Top Word Pairs in Tweet in G2:
[11] base,données
[11] ddj,25
[11] 25,12
[8] et,vous
[7] véritable,mine
[7] mine,d'or
[7] d'or,base
[7] données,rendue
[7] rendue,publique
[7] publique,par

Top Word Pairs in Tweet in G3:
[33] new,year
[33] year,new
[33] new,job
[33] job,re
[33] re,smart
[33] smart,thoughtful
[33] thoughtful,data
[33] data,person
[33] person,looking
[33] looking,ready

Top Word Pairs in Tweet in G4:
[9] top,10
[9] 10,ddj
[6] edition,top
[6] ddj,asked
[6] asked,nodexl
[6] nodexl,help
[6] help,map
[6] map,popular
[4] special,2018
[4] 2018,edition

Top Word Pairs in Tweet in G5:
[22] looking,iraqi
[22] iraqi,journalists
[22] journalists,passionate
[22] passionate,gender
[22] gender,equality
[22] equality,apply
[22] apply,2019
[22] 2019,datajournalism
[22] datajournalism,program
[22] program,w

Top Word Pairs in Tweet in G6:
[26] peinlich,besten
[26] besten,falle
[26] falle,staatsgefährdend
[26] staatsgefährdend,schlimmsten
[26] schlimmsten,interessanter
[26] interessanter,artikel
[26] artikel,demokratiefeinde
[26] demokratiefeinde,afd
[25] jkcork76,peinlich
[10] afd,bundestag

Top Word Pairs in Tweet in G7:
[6] teurer,süden
[6] süden,günstiger
[6] günstiger,norden
[6] norden,elena_erdmann
[6] elena_erdmann,colorfuldata
[6] colorfuldata,zeigen
[6] zeigen,erklären
[6] erklären,derzeitigen
[6] derzeitigen,benzinpreis
[5] juliustroeger,teurer

Top Word Pairs in Tweet in G8:
[9] each,year
[9] year,niemanlab
[9] niemanlab,asks
[9] asks,smartest
[9] smartest,people
[9] people,journalism
[9] journalism,digital
[9] digital,media
[9] media,think
[9] think,coming

Top Word Pairs in Tweet in G9:
[17] 1º,maría
[17] maría,2
[17] 2,jesús
[17] jesús,encima
[17] encima,san
[17] san,josé
[17] josé,3º
[17] 3º,ángeles
[17] ángeles,ránking
[17] ránking,personajes

Top Word Pairs in Tweet in G10:
[9] afd,bundestag
[8] sz,datenrecherche
[8] datenrecherche,nach
[8] nach,dem
[8] dem,einzug
[8] einzug,afd
[8] bundestag,ddj
[7] gespaltene,parlament
[7] parlament,große
[7] große,sz

Top Replied-To
Top Replied-To in Entire Graph:
@duncangeere
@puntofisso

Top Replied-To in G4:
@puntofisso

Top Replied-To in G7:
@duncangeere

Top Mentioned
Top Mentioned in Entire Graph:
@financialtimes
@sdbernard
@gijnfr
@tkb
@rockefelle
@evaconstantaras
@museodelprado
@jkcork76
@jkasek
@ddjournalism

Top Mentioned in G1:
@financialtimes
@sdbernard
@amykazmin
@reutersgraphics
@mjkolly
@wiederkehra

Top Mentioned in G2:
@gijnfr
@icijorg
@lamotet
@decodeurs
@code4africa
@we_do_data
@letemps
@date__du__jour
@marine_vdk
@bastamag

Top Mentioned in G3:
@tkb
@rockefelle
@michaelangeles
@rockefellerfdn
@albertocairo

Top Mentioned in G4:
@sz
@nodexl
@gijn
@funkeinteraktiv
@morgenpost
@afd
@vismeapp
@badischezeitung
@daniellaufer
@ft

Top Mentioned in G5:
@evaconstantaras
@bayanatbox
@gijnarabic
@arabdevtportal
@arabdjn
@nicolaskb
@eye_lab
@smfrogers

Top Mentioned in G6:
@jkcork76
@heiderosie
@wegmit
@jkasek

Top Mentioned in G7:
@elena_erdmann
@colorfuldata
@juliustroeger
@puntofisso
@newsotherin
@dwtkns
@kkrebeccalai
@larrybuch
@karenyourish
@begroe

Top Mentioned in G8:
@ddjournalism
@niemanlab
@googlenewsinit
@humdata
@ejcnet
@sdbernard
@financialtimes
@unocha
@smfrogers

Top Mentioned in G9:
@museodelprado
@storydatabcn
@eli_vivas
@linia_fina
@ddjournalism
@silviagalilea
@niemanlab

Top Tweeters
Top Tweeters in Entire Graph:
@gamergeeknews
@wsj
@financialtimes
@efectococuyo
@mjoehlerich
@ft
@heiderosie
@bild
@nniina_
@focusonline

Top Tweeters in G1:
@financialtimes
@ciclismo2005
@ownohmanny
@jburnmurdoch
@sonstwer
@napo
@ccfarre
@enock4seth
@nickmhalliday
@amir_azlan

Top Tweeters in G2:
@nniina_
@lexpress
@degioanni
@letemps
@numerama
@cheur_fou
@vinclanier
@cesaremenchetti
@snj_national
@eparody

Top Tweeters in G3:
@gamergeeknews
@machinelearn_d
@albertocairo
@jukesie
@nvsdata
@baursafi
@sdg2030
@thechrischua
@perryhewitt
@rockefellerfdn

Top Tweeters in G4:
@mjoehlerich
@morgenpost
@sz
@google
@dougcoulson
@badischezeitung
@weblaie
@miskaknapek
@hwlae
@gijn

Top Tweeters in G5:
@gibranashraf
@fcoel
@tilley2shoes
@jamesrbuk
@tayos02
@winniekamau254
@yanoak
@karriekehoe
@raeknowler
@nicolaskb

Top Tweeters in G6:
@heiderosie
@moritzbhg
@uwe_lutz_
@ellibobby
@matthiasfranck
@bandee_de
@1xklaudius
@der_dude80
@mginpl
@mehrleinengr18

Top Tweeters in G7:
@snowy_carpender
@puntofisso
@duncangeere
@erinmdurkin
@eirasyuri
@tamahandy
@cecillia
@kaibiermann
@ovoss
@larrybuch

Top Tweeters in G8:
@indeadline
@margymaclibrary
@niemanlab
@devreporters
@ccruz
@isabellaghement
@unocha
@smfrogers
@colourblindorg
@ejcnet

Top Tweeters in G9:
@bbbcccnnn
@museodelprado
@acangros
@prosumidorsoc
@angelsvj
@iopendatabcn
@lf_lucia
@eli_vivas
@inari_ta
@miriamhatibi

Top Tweeters in G10:
@stanginnbangin
@econ_cl
@wturtera
@judicioux
@robertsblog
@rotti64
@infogram
@ouestmedialab
@benheubl
@fussballgott85


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