#ddj, Twitter, 9/9/2019 1:55:40 AM, 209134


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#ddj_2019-09-08_18-28-51.xlsx
#ddj_2019-09-08_18-28-51.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 09, 2019
Short Description:
#ddj via NodeXL http://bit.ly/2PZcqLX
@gijn
@gijnru
@albertocairo
@puntofisso
@hasselfallas
@warninggraphicc
@jcarlosjramirez
@nytimes
@fmanjoo
@57sergeeva

Top hashtags:
#ddj
#dataviz
#vg
#infographics
#opendata
#verigazeteciliği
#howchartslie
#verigörselleştirme

Description:
Description
The graph represents a network of 476 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, 09 September 2019 at 01:29 UTC.

The requested start date was Monday, 09 September 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, 13-hour, 44-minute period from Tuesday, 03 September 2019 at 00:33 UTC to Sunday, 08 September 2019 at 14:18 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 : 476
Unique Edges : 595
Edges With Duplicates : 193
Total Edges : 788
Number of Edge Types : 3
Mentions : 648
Replies to : 12
Tweet : 128
Self-Loops : 128
Reciprocated Vertex Pair Ratio : 0.0452173913043478
Reciprocated Edge Ratio : 0.086522462562396
Connected Components : 60
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 266
Maximum Edges in a Connected Component : 533
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.758806
Graph Density : 0.00265811587793012
Modularity : 0.642609
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[31] https://gijn.org/2019/09/05/gijns-data-journalism-top-10-zero-privacy-hurricane-maps-water-stress-russian-judges/
[12] http://www.thefunctionalart.com/2019/09/explaining-visualizations-in-new-york.html
[4] http://puntofisso.net/newsletter/
[4] http://www.thefunctionalart.com/2019/09/3d-explainer-by-folha-de-sao-paulo.html
[4] http://biqdata.wyborcza.pl/biqdata/7,159116,25162088,kto-nas-bedzie-leczyl.html
[4] https://datajournalism.com/read/newsletters/learn-to-code-like-a-journalist
[4] https://beta.grafiti.io/
[4] http://www.verigazeteciligi.com/veri-gazeteciligi-el-kitabi-1-giris-veri-gazeteciligi-nedir/
[4] http://ow.ly/TOs930ofgyL
[3] https://www.nytimes.com/interactive/2019/08/29/opinion/hurricane-dorian-forecast-map.html

Top URLs in Tweet in G1:
[30] https://gijn.org/2019/09/05/gijns-data-journalism-top-10-zero-privacy-hurricane-maps-water-stress-russian-judges/
[2] https://www.jodidata.org/oil/
[2] https://www.openlandcontracts.org/?lang=fr
[2] https://gijn.org/2019/09/03/unicorns-and-superpowers-lessons-from-data-journalism-in-portugal/
[2] https://datajournalism.com/read/newsletters/learn-to-code-like-a-journalist
[1] https://gijn.org/2019/08/29/gijns-data-journalism-top-10-burning-amazon-mass-shootings-hungarian-kings/
[1] https://twitter.com/ericwilliamlin/status/1165032398276481025
[1] https://interaktiv.tagesspiegel.de/lab/landtagswahl-brandenburg-2019/
[1] http://www.tagesspiegel.de/unfallatlas-2018
[1] https://stateofopendata.od4d.net/chapters/stakeholders/journalists-media.html

Top URLs in Tweet in G2:
[12] http://www.thefunctionalart.com/2019/09/explaining-visualizations-in-new-york.html
[3] https://www.nytimes.com/interactive/2019/08/29/opinion/hurricane-dorian-forecast-map.html
[3] http://www.thefunctionalart.com/2019/08/the-emotional-journey-of-designing.html
[3] http://www.thefunctionalart.com/2019/09/3d-explainer-by-folha-de-sao-paulo.html
[3] https://twitter.com/JessicaHullman/status/1168891120878854146
[3] http://www.thefunctionalart.com/2019/09/upcoming-public-talks-calgary-this.html
[3] http://www.thefunctionalart.com/2019/08/why-we-dont-visualize-uncertainty.html
[2] https://twitter.com/xangregg/status/1168549306741268480
[2] https://twitter.com/tylermorganwall/status/1169234979081117697
[2] https://www.r-bloggers.com/how-to-do-tamil-text-analysis-nlp-in-r/

Top URLs in Tweet in G3:
[4] http://puntofisso.net/newsletter/

Top URLs in Tweet in G4:
[4] http://www.verigazeteciligi.com/veri-gazeteciligi-el-kitabi-1-giris-veri-gazeteciligi-nedir/
[4] https://beta.grafiti.io/
[3] https://datamaps.world/
[3] http://www.verigazeteciligi.com/datamaps-world-mekansal-verileri-gorsellestirmenizi-saglar/
[2] http://www.verigazeteciligi.com/turkiye-acik-veri-portali/
[2] http://www.verigazeteciligi.com/forset-veri-gazetecilerine-egitim-bursu-sagliyor/
[2] http://www.verigazeteciligi.com/veri-gorsellestirme-hakkinda-tartisma-forumu-visguides/
[2] http://www.verigazeteciligi.com/highcharts-kolay-esnek-grafik-araci/
[2] http://www.verigazeteciligi.com/hgm-atlas-arama-motoru/
[2] http://www.verigazeteciligi.com/google-charts-interaktif-grafikler-yapmaniza-olanak-sagliyor/

Top URLs in Tweet in G5:
[2] http://hasselfallas.com/2019/09/02/que-nos-hace-felices-una-infografia-para-ressponderlo/
[1] http://www.thefunctionalart.com/2019/09/3d-explainer-by-folha-de-sao-paulo.html

Top URLs in Tweet in G6:
[1] https://twitter.com/iloaguiar/status/1168898358175510529
[1] https://noda.media/noda-awards/
[1] https://ria.ru/20190827/1557791436.html
[1] https://source.opennews.org/articles/journalism-childcare-conference/
[1] https://www.instagram.com/p/B2AZ_LQnMlR/?igshid=1ewm4s4lrcjr6
[1] https://www.instagram.com/p/B2CDqprnyKt/?igshid=1xb37dib3u2qe
[1] https://gijn.org/2019/09/05/gijns-data-journalism-top-10-zero-privacy-hurricane-maps-water-stress-russian-judges/
[1] https://www.nytimes.com/interactive/2019/07/08/upshot/nyc-subway-variability-calculator.html
[1] https://www.mega-hertz.fr/ddj-rr-pioneer-pc14024.html
[1] https://twitter.com/datenguide/status/1169900690061217792

Top URLs in Tweet in G7:
[1] http://www.ard.de/home/themenwoche/ARD_Themenwoche_Im_Namen_des_Users/4988474/index.html
[1] http://www.reporter-forum.de/
[1] https://twitter.com/NZZ/status/1169882930967175168
[1] https://docs.google.com/presentation/d/1H-IpJqq6LswKvkET2E24-NIyhCBE-9t0m8253WveFQE/edit?usp=sharing

Top URLs in Tweet in G8:
[2] https://warninggraphiccontent.tumblr.com/post/187529336916/6-september-2019

Top URLs in Tweet in G9:
[1] https://pudding.cool/2018/08/pockets/

Top URLs in Tweet in G10:
[1] https://interaktiv.morgenpost.de/landtagswahl-2019-sachsen-wahlkarte/
[1] https://funkeinteraktiv.github.io/geo-data-merger/

Top Domains
Top Domains in Tweet in Entire Graph:
[38] verigazeteciligi.com
[34] gijn.org
[32] twitter.com
[27] thefunctionalart.com
[13] instagram.com
[8] datajournalism.com
[6] nytimes.com
[5] grafiti.io
[5] ow.ly
[4] puntofisso.net

Top Domains in Tweet in G1:
[33] gijn.org
[5] datajournalism.com
[3] twitter.com
[3] tagesspiegel.de
[2] jodidata.org
[2] openlandcontracts.org
[1] od4d.net
[1] newsimpact.io

Top Domains in Tweet in G2:
[26] thefunctionalart.com
[9] twitter.com
[3] nytimes.com
[2] r-bloggers.com
[1] typepad.com
[1] scientificamerican.com

Top Domains in Tweet in G3:
[4] puntofisso.net

Top Domains in Tweet in G4:
[38] verigazeteciligi.com
[6] twitter.com
[5] grafiti.io
[3] datamaps.world
[3] mailchi.mp
[2] depictdatastudio.com
[2] nytimes.com
[2] medium.com
[2] google.com
[1] novayagazeta.ru

Top Domains in Tweet in G5:
[2] hasselfallas.com
[1] thefunctionalart.com

Top Domains in Tweet in G6:
[2] twitter.com
[2] instagram.com
[1] noda.media
[1] ria.ru
[1] opennews.org
[1] gijn.org
[1] nytimes.com
[1] mega-hertz.fr
[1] medium.com

Top Domains in Tweet in G7:
[1] ard.de
[1] reporter-forum.de
[1] twitter.com
[1] google.com

Top Domains in Tweet in G8:
[2] tumblr.com

Top Domains in Tweet in G9:
[1] pudding.cool

Top Domains in Tweet in G10:
[1] morgenpost.de
[1] github.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[311] ddj
[153] dataviz
[37] vg
[35] infographics
[21] opendata
[21] verigazeteciliği
[17] howchartslie
[17] verigörselleştirme
[15] data
[13] datajournalism



Top Hashtags in Tweet in G1:
[54] ddj
[11] data
[9] dataviz
[7] vizrisk
[4] metrics
[3] jotcon19
[3] opendata
[2] журнокодер
[2] landtagswahlen
[2] thread

Top Hashtags in Tweet in G2:
[44] dataviz
[36] ddj
[32] infographics
[17] howchartslie
[3] nptech
[1] dataequity

Top Hashtags in Tweet in G3:
[18] ddj
[6] opendata
[6] dataviz
[5] civictech
[4] transport
[1] data
[1] infographics

Top Hashtags in Tweet in G4:
[52] ddj
[39] dataviz
[37] vg
[21] verigazeteciliği
[17] verigörselleştirme
[13] verihaberciliği
[10] açıkveri
[7] veriokuryazarlığı
[6] veriseti
[6] opendata

Top Hashtags in Tweet in G5:
[4] ddj
[3] dataviz
[3] infografía
[2] infographics
[1] felicidad
[1] méxico
[1] perú
[1] colombia
[1] brasil
[1] happiness

Top Hashtags in Tweet in G6:
[21] ddj
[5] streamcreateexperience
[4] dj
[3] dataviz
[2] pcdj
[2] techno
[2] hause
[2] テクノ
[2] ハウス
[2] pioneer

Top Hashtags in Tweet in G7:
[19] ddj
[10] dataviz
[4] newsgame
[3] reporterpreis
[2] datajconf
[1] scicar19

Top Hashtags in Tweet in G8:
[5] dataviz
[5] ddj
[5] opendata

Top Hashtags in Tweet in G9:
[1] ithaspockets
[1] pocketparity
[1] dataviz
[1] ddj
[1] datajournalism
[1] tbt

Top Hashtags in Tweet in G10:
[16] ddj
[1] dataviz

Top Words
Top Words in Tweet in Entire Graph:
[191] Words in Sentiment List#1: Positive
[78] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[10494] Non-categorized Words
[10763] Total Words
[311] #ddj
[153] #dataviz
[112] data
[58] gijn
[54] 10

Top Words in Tweet in G1:
[54] #ddj
[40] gijn
[40] র
[39] 10
[25] top
[22] ন
[20] য
[19] data
[18] স
[17] данных

Top Words in Tweet in G2:
[44] #dataviz
[38] albertocairo
[36] #ddj
[32] #infographics
[31] new
[18] post
[17] #howchartslie
[13] york
[13] times
[12] visualizations

Top Words in Tweet in G3:
[23] data
[18] #ddj
[13] fmanjoo
[12] gijn
[11] new
[11] top
[11] 10
[11] everything
[11] online
[11] logged

Top Words in Tweet in G4:
[52] #ddj
[39] #dataviz
[38] veri
[37] #vg
[21] #verigazeteciliği
[19] dagmedyaveri
[17] #verigörselleştirme
[13] gazeteciliği
[13] #verihaberciliği
[12] в

Top Words in Tweet in G5:
[21] hasselfallas
[20] qué
[20] nos
[20] hace
[20] felices
[20] ningún
[20] otro
[20] país
[20] argentina
[20] amistades

Top Words in Tweet in G6:
[21] #ddj
[20] section
[18] ddj
[15] 200
[10] layout
[10] 0
[10] 1
[5] wedj
[5] tutorials
[5] overview

Top Words in Tweet in G7:
[19] #ddj
[10] #dataviz
[9] halukamb
[9] lot
[9] work
[9] published
[9] story
[9] bad
[9] research
[9] china

Top Words in Tweet in G8:
[5] week's
[5] #dataviz
[5] #ddj
[5] #opendata
[5] links
[3] warninggraphicc
[3] courtesy
[3] instituteforgov
[3] matt_bevington
[3] monachalabi

Top Words in Tweet in G9:
[17] little
[17] over
[17] year
[17] ago
[17] used
[17] data
[17] confirm
[17] woman
[17] already
[17] knows

Top Words in Tweet in G10:
[16] #ddj
[14] funkeinteraktiv
[10] dear
[10] friends
[10] attention
[10] please
[10] introducing
[10] geo
[10] data
[10] merger

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[41] 10,#ddj
[39] #ddj,#dataviz
[37] top,10
[35] #infographics,#ddj
[34] #dataviz,#infographics
[28] #ddj,#vg
[23] #dataviz,#ddj
[20] data,journalism
[20] qué,nos
[20] nos,hace

Top Word Pairs in Tweet in G1:
[27] 10,#ddj
[25] top,10
[14] топ,10
[13] grafiti,search
[13] search,engine
[13] engine,charts
[13] charts,graphs
[13] graphs,infographics
[13] infographics,soon
[13] soon,datasets

Top Word Pairs in Tweet in G2:
[32] #dataviz,#infographics
[32] #infographics,#ddj
[18] new,post
[17] #howchartslie,#dataviz
[13] new,york
[13] york,times
[12] albertocairo,new
[11] explaining,visualizations
[11] visualizations,new
[11] times,npr

Top Word Pairs in Tweet in G3:
[11] gijn,new
[11] new,top
[11] top,10
[11] 10,#ddj
[11] #ddj,everything
[11] everything,online
[11] online,logged
[11] logged,obscene
[11] obscene,detail
[11] detail,privacy

Top Word Pairs in Tweet in G4:
[28] #ddj,#vg
[13] veri,gazeteciliği
[10] в,протоколах
[10] протоколах,допросов
[10] допросов,полицейских
[10] полицейских,из
[10] из,дела
[10] дела,константина
[10] константина,котова
[10] котова,нет

Top Word Pairs in Tweet in G5:
[20] qué,nos
[20] nos,hace
[20] hace,felices
[20] felices,ningún
[20] ningún,otro
[20] otro,país
[20] país,argentina
[20] argentina,amistades
[20] amistades,influyen
[20] influyen,tanto

Top Word Pairs in Tweet in G6:
[15] ddj,200
[10] section,1
[5] 200,wedj
[5] wedj,tutorials
[5] tutorials,ddj
[5] 200,overview
[5] overview,know
[5] know,layout
[5] layout,controls
[5] controls,functions

Top Word Pairs in Tweet in G7:
[9] lot,work
[9] work,published
[9] published,#ddj
[9] #ddj,#dataviz
[9] #dataviz,story
[9] story,bad
[9] bad,research
[9] research,china
[9] china,become
[9] become,problem

Top Word Pairs in Tweet in G8:
[5] week's,#dataviz
[5] #dataviz,#ddj
[5] #ddj,#opendata
[5] #opendata,links
[3] warninggraphicc,week's
[3] links,courtesy
[3] courtesy,instituteforgov
[3] instituteforgov,matt_bevington
[3] matt_bevington,monachalabi
[3] monachalabi,maxcroser

Top Word Pairs in Tweet in G9:
[17] little,over
[17] over,year
[17] year,ago
[17] ago,used
[17] used,data
[17] data,confirm
[17] confirm,woman
[17] woman,already
[17] already,knows
[17] knows,true

Top Word Pairs in Tweet in G10:
[10] dear,#ddj
[10] #ddj,friends
[10] friends,attention
[10] attention,please
[10] please,introducing
[10] introducing,geo
[10] geo,data
[10] data,merger
[10] merger,open
[10] open,source

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@gijn
@albertocairo
@hasselfallas
@dagmedyaveri
@fmanjoo
@puddingviz
@nytopinion
@funkeinteraktiv
@datajournalism
@nytimes

Top Mentioned in G1:
@gijn
@datajournalism
@gijnfr
@libe
@washingtonpost
@wriaqueduct
@grafiti_io
@plateauton
@gijnru
@nytopinion

Top Mentioned in G2:
@albertocairo
@jessicahullman
@sciam
@datassist
@stuartathompson
@talaschlossberg
@ducroquet
@junkcharts

Top Mentioned in G3:
@fmanjoo
@gijn
@nytopinion
@puntofisso
@albertocairo
@talaschlossberg
@flowingdata
@maggieastor
@dawncai624

Top Mentioned in G4:
@dagmedyaveri
@novaya_gazeta
@nytimes
@clombion
@voydorg
@pinardag
@gijnru
@gijn
@fmanjoo
@al

Top Mentioned in G5:
@hasselfallas
@gijn
@gijnru
@su
@albertocairo

Top Mentioned in G7:
@halukamb
@fvcastell
@ardde
@the_claus
@fexi
@scicar17ff
@drenkhahnk
@tsingelnstein
@datawrapper

Top Mentioned in G8:
@warninggraphicc
@instituteforgov
@matt_bevington
@monachalabi
@maxcroser
@ftdata
@acjsissons
@bbgvisualdata
@xangregg

Top Mentioned in G9:
@puddingviz

Top Mentioned in G10:
@funkeinteraktiv

Top Tweeters
Top Tweeters in Entire Graph:
@nytimes
@washingtonpost
@newilluminatus
@ap
@znmeb
@daurmith
@tagesspiegel
@gazeta_wyborcza
@nbstv
@libe

Top Tweeters in G1:
@washingtonpost
@znmeb
@tagesspiegel
@libe
@digiphile
@margymaclibrary
@michaelroston
@christinahell
@dimensionmedia
@mediagazerchat

Top Tweeters in G2:
@albertocairo
@clancynewyork
@sciam
@kristinhenry
@bondparkerbond
@tslumley
@sebvillasante
@olihawkins
@darrenfishell
@ttso

Top Tweeters in G3:
@nytopinion
@a_w_h_i_u
@sav_gr
@clearmapping
@bbbcccnnn
@ihaveargyles
@puntofisso
@ypopto_mousi
@owenboswarva
@tanvim

Top Tweeters in G4:
@nytimes
@57sergeeva
@ladramhaiola
@gal_anna
@strannik_reb45
@ronyeap
@novaya_gazeta
@makarovskymark
@_master_taichi_
@pinardag

Top Tweeters in G5:
@valavb
@rusosnith
@sebasierra90s
@aksana_belarus
@vrodes
@matydisanti
@yanipaper
@moaimx
@palermonline
@manupodetti

Top Tweeters in G6:
@ulrikamhedman
@endlosvorrate
@uk_endless
@cadat
@carolineribeiro
@lieferungen_ch
@abreak4mommy
@janeggers
@ardzdf_akademie
@fournituresfr

Top Tweeters in G7:
@ardde
@nicolakuhrt
@sfkeller
@robinkwong
@the_claus
@mirkolorenz
@nzzvisuals
@halukamb
@philninh
@fvcastell

Top Tweeters in G8:
@peterkwells
@instituteforgov
@odihq
@gavinfreeguard
@fryrsquared
@bbgvisualdata
@maxcroser
@monachalabi
@nwspk
@tmcw

Top Tweeters in G9:
@newilluminatus
@daurmith
@desselebrada
@c_porcel
@tzaroestelar
@amoli
@barbietouric
@certainlynotrik
@esloho
@taigabatkali

Top Tweeters in G10:
@rukku
@balicea1
@napo
@jordantzvetkov
@geoobserver_
@laura_mugeha
@vantastcom
@davecreates
@sjometho
@rnkpplr


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