#ddj, Twitter, 7/22/2019 6:44:15 AM, 204741


FAQ | Problem?

#ddj_2019-07-21_23-35-45.xlsx
#ddj_2019-07-21_23-35-45.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
July 22, 2019
Short Description:
#ddj via NodeXL http://bit.ly/2Oap5uy
@plateauton
@gijn
@owenboswarva
@pa
@paulbradshaw
@datajournalism
@jburnmurdoch
@gijnru
@bbsr_bund
@cloudcuckooblog

Top hashtags:
#ddj
#dataviz
#data
#infographics
#population
#e2d3
#excel
#d3js
#github
#datavizualization

Description:
Description
The graph represents a network of 592 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, 22 July 2019 at 06:36 UTC.

The requested date range was from Monday, 15 July 2019 at 00:00 UTC through Monday, 22 July 2019 at 00:00 UTC.

The tweets in the network were tweeted over the 6-day, 13-hour, 12-minute period from Monday, 15 July 2019 at 00:34 UTC to Sunday, 21 July 2019 at 13:47 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 : 592
Unique Edges : 839
Edges With Duplicates : 183
Total Edges : 1022
Self-Loops : 95
Reciprocated Vertex Pair Ratio : 0.037621359223301
Reciprocated Edge Ratio : 0.0725146198830409
Connected Components : 59
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 380
Maximum Edges in a Connected Component : 748
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.149831
Graph Density : 0.00244375085745644
Modularity : 0.738709
NodeXL Version : 1.0.1.417

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[33] https://gijn.org/2019/07/18/gijns-data-journalism-top-10-amazon-com-the-menstrual-cycle-canadian-sex-crimes-nonsensical-diagrams/
[10] http://www.thefunctionalart.com/2019/07/keep-those-legends.html
[9] https://www.researchgate.net/publication/334469609_Teaching_data_journalism_and_computational_skills
[8] http://www.amazon.com/
[5] http://www.thefunctionalart.com/2019/07/nonsensical-diagrams.html
[5] http://www.thefunctionalart.com/2019/07/updated-website-and-calendar-of-talks.html
[4] https://datashare.icij.org/?utm_content=buffer06c69&utm_medium=social&utm_source=twitter.com&utm_campaign=Buffer+-+Twitter
[3] https://www.voxeurop.eu/fr/2019/famille-5123483
[3] https://www.voxeurop.eu/de/2019/familienfreundliche-5123485
[3] https://www.voxeurop.eu/it/2019/famiglia-5123484

Top URLs in Tweet in G1:
[31] https://gijn.org/2019/07/18/gijns-data-journalism-top-10-amazon-com-the-menstrual-cycle-canadian-sex-crimes-nonsensical-diagrams/
[7] http://www.amazon.com/
[2] https://www.bloomberg.com/graphics/2019-south-china-sea-silent-war/
[1] https://gijn.org/2018/02/28/tips-working-united-arab-emirates/
[1] https://blog.smallmultiples.com.au/2019/06/26/weekly-data-visualisation-inspirations-10/?utm_source=The+Data+Journalism+Newsletter&utm_campaign=e8c78b1cab-EMAIL_CAMPAIGN_2019_07_02_08_14&utm_medium=email&utm_term=0_911ce5cfb9-e8c78b1cab-298073533
[1] https://www.newstatesman.com/science-tech/technology/2019/07/revealed-how-citizen-scoring-algorithms-are-being-used-local
[1] https://datajournalism.com/read/longreads/lets-get-physical-how-to-represent-data-through-touch
[1] https://www.bbc.com/news/business-48884596
[1] http://www.thefunctionalart.com/2019/07/nonsensical-diagrams.html?utm_source=feedburner&utm_medium=email&utm_campaign=Feed:+TheFunctionalArtAnIntroductionToInformationGraphicsAndVisualization+(The+Functional+Art:+An+Introduction+to+Information+Graphics+and+Visualization)
[1] https://informationisbeautiful.net/visualizations/dataviz-books

Top URLs in Tweet in G2:
[2] http://www.niemanlab.org/2018/12/data-journalism-becomes-a-global-field/
[1] https://datajournalism.com/read/longreads/lets-get-physical-how-to-represent-data-through-touch
[1] https://datajournalism.com/read/longreads/spreadsheets-for-journalism
[1] https://datajournalism.com/read/newsletters/bad-charts
[1] https://datajournalism.com/write-for-us
[1] https://medium.com/we-are-the-european-journalism-centre/why-our-data-newsletter-asks-the-community-for-advice-72d92b19a5a0
[1] https://forms.gle/vnJw25xHxtUQr1iU9
[1] https://datajournalism.com/read/longreads/putting-data-back-into-context
[1] https://niemanreports.org/articles/working-across-disciplines-a-manifesto-for-happy-newsrooms/
[1] https://data.wdr.de/oper-in-nrw/

Top URLs in Tweet in G3:
[1] https://www.zeit.de/politik/ausland/2019-07/demografie-europa-bevoelkerung-entwicklung-wandel-karte

Top URLs in Tweet in G4:
[2] https://timogrossenbacher.ch/2019/04/bivariate-maps-with-ggplot2-and-sf/
[1] https://storytelling.blick.ch/storytelling/2019/fakenews/index.html
[1] https://www.blick.ch/storytelling/2019/fakenews/
[1] https://blog.az.sg/posts/reading-pdfs-in-r/
[1] https://twitter.com/revistaforum/status/1150463938305376256
[1] https://www.noz.de/deutschland-welt/gut-zu-wissen/artikel/1801853/temperatur-im-historischen-zeitverlauf-wetterkapriolen-oder-klimawandel
[1] https://www.shz.de/deutschland-welt/wissenschaft-netzwelt/Temperatur-im-historischen-Zeitverlauf-Wetterkapriolen-oder-Klimawandel-id24658797.html
[1] https://www.svz.de/ratgeber/umwelt/Temperatur-im-historischen-Zeitverlauf-Wetterkapriolen-oder-Klimawandel-id24658827.html

Top URLs in Tweet in G5:
[1] https://www.spiegel.de/wissenschaft/datenlese/a-1273220.html
[1] https://twitter.com/daswasfehlt/status/1150638680605896710
[1] https://www.addendum.org/news/wg-suche-mohammed/
[1] https://www.miz-babelsberg.de/follow-the-grant

Top URLs in Tweet in G6:
[2] https://twitter.com/Nuttall_Leader/status/1152113340686262273
[1] http://www.ft.com/vocabulary
[1] https://fastcharts.io/
[1] https://www.gazette-news.co.uk/news/17561600.how-ready-is-essex-for-the-electric-car-revolution/
[1] https://www.thetimes.co.uk/edition/news/booker-prize-read-it-and-weep-judges-winners-fail-to-wow-the-public-j5knpnhdw
[1] https://www.leaderlive.co.uk/news/17781392.disabled-holidaymakers-left-stranded-airport-39-forgotten-39-waiting-areas-directed-wrong-flights/

Top URLs in Tweet in G7:
[1] https://www.zeit.de/politik/ausland/2019-07/demographics-europe-map-cities-regions-inhabitants

Top URLs in Tweet in G8:
[9] https://www.researchgate.net/publication/334469609_Teaching_data_journalism_and_computational_skills
[2] https://www.bbc.co.uk/news/uk-england-48995925
[1] https://www.bbc.co.uk/news/business-48983749
[1] https://www.caa.co.uk/Data-and-analysis/UK-aviation-market/Flight-reliability/Datasets/UK-flight-punctuality-data/
[1] https://www.ons.gov.uk/peoplepopulationandcommunity/populationandmigration/populationprojections
[1] https://www.parliament.uk/business/committees/committees-a-z/lords-select/regenerating-seaside-towns/
[1] https://www.youtube.com/watch?v=k-XLVLlRRNc

[1] https://onlinejournalismblog.com/2017/06/26/data-journalism-in-broadcast-news-video/
[1] https://beta.companieshouse.gov.uk/company/09482572/filing-history
[1] https://www.theguardian.com/education/2019/jul/14/wealthy-parents-stoke-school-divide

Top URLs in Tweet in G9:
[1] https://www.swissinfo.ch/ger/kultur/datenrecherche_schweizer-museen-zeigen-wenig-kunst-von-frauen/44938902

Top URLs in Tweet in G10:
[1] https://groups.google.com/forum/#!forum/rjournos
[1] https://source.opennews.org/guides/source-guide-census-reporting/
[1] http://neoblogs.lecolededesign.com/datarama/

Top Domains
Top Domains in Tweet in Entire Graph:
[34] gijn.org
[26] thefunctionalart.com
[25] twitter.com
[13] instagram.com
[9] voxeurop.eu
[9] researchgate.net
[8] co.uk
[8] amazon.com
[6] datajournalism.com
[6] medium.com

Top Domains in Tweet in G1:
[32] gijn.org
[7] amazon.com
[2] bloomberg.com
[1] com.au
[1] newstatesman.com
[1] datajournalism.com
[1] bbc.com
[1] thefunctionalart.com
[1] informationisbeautiful.net
[1] t.co

Top Domains in Tweet in G2:
[5] datajournalism.com
[2] niemanlab.org
[1] medium.com
[1] forms.gle
[1] niemanreports.org
[1] wdr.de
[1] github.com
[1] journalismgrants.org
[1] amazon.com
[1] twitter.com

Top Domains in Tweet in G3:
[1] zeit.de

Top Domains in Tweet in G4:
[2] blick.ch
[2] timogrossenbacher.ch
[1] az.sg
[1] twitter.com
[1] noz.de
[1] shz.de
[1] svz.de

Top Domains in Tweet in G5:
[1] spiegel.de
[1] twitter.com
[1] addendum.org
[1] miz-babelsberg.de

Top Domains in Tweet in G6:
[3] co.uk
[2] twitter.com
[1] ft.com
[1] fastcharts.io

Top Domains in Tweet in G7:
[1] zeit.de

Top Domains in Tweet in G8:
[9] researchgate.net
[4] co.uk
[2] gov.uk
[1] parliament.uk
[1] youtube.com
[1] onlinejournalismblog.com
[1] theguardian.com
[1] unbound.com

Top Domains in Tweet in G9:
[1] swissinfo.ch

Top Domains in Tweet in G10:
[1] google.com
[1] opennews.org
[1] lecolededesign.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[275] ddj
[77] dataviz
[56] data
[41] infographics
[29] population
[25] e2d3
[25] excel
[25] d3js
[25] github
[25] datavizualization



Top Hashtags in Tweet in G1:
[49] ddj
[8] data
[5] canada
[4] foi
[3] dataviz
[2] china
[2] amazon
[2] визуализация
[2] top10
[1] whatmediasupto

Top Hashtags in Tweet in G2:
[19] ddj
[19] data
[7] datajournalism
[7] journos
[6] physical
[3] dataviz
[2] nieman
[2] china
[1] newsletter
[1] automatedjournalism

Top Hashtags in Tweet in G3:
[3] population
[2] ddj
[1] wdrdata

Top Hashtags in Tweet in G4:
[10] fakenews
[9] ddj
[6] rstats
[6] vazajato
[2] gamification
[2] generator
[2] diy
[1] longform
[1] storytelling
[1] pdftools

Top Hashtags in Tweet in G5:
[6] ddj
[4] dataviz
[2] followthegrant
[2] innovationsförderung
[2] daten
[1] datavisualization
[1] infographic
[1] datenspiegel
[1] forschung
[1] datenjournalismus

Top Hashtags in Tweet in G6:
[21] ddj
[11] nctjdigital
[1] ntcjdigital

Top Hashtags in Tweet in G7:
[26] population
[2] data
[1] dataviz
[1] ddj

Top Hashtags in Tweet in G8:
[15] ddj
[4] wimbledon
[2] opendata
[2] seasidetowns
[1] transportdata

Top Hashtags in Tweet in G9:
[11] multilingualism
[4] ddj

Top Hashtags in Tweet in G10:
[6] ddj
[3] nantes
[3] dataviz
[1] rstats
[1] nctjdigital

Top Words
Top Words in Tweet in Entire Graph:
[309] Words in Sentiment List#1: Positive
[161] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[12823] Non-categorized Words
[13293] Total Words
[275] #ddj
[137] data
[77] #dataviz
[70] journalism
[65] new

Top Words in Tweet in G1:
[49] #ddj
[44] র
[38] 10
[37] ন
[36] gijn
[29] top
[27] য
[24] s
[23] ক
[18] ব

Top Words in Tweet in G2:
[46] datajournalism
[34] data
[19] #ddj
[19] #data
[17] newsletter
[11] new
[11] quick
[11] next
[11] theeconomist's
[11] team

Top Words in Tweet in G3:
[44] neue
[44] europakarte
[44] zusammen
[44] dem
[44] bbsr_bund
[44] zeigen
[44] bevölkerungsentwicklung
[44] mehr
[44] als
[44] 100

Top Words in Tweet in G4:
[16] sie
[11] angelozehr
[10] #fakenews
[10] current
[10] project
[10] rewarding
[10] task
[10] extracting
[10] tables
[10] pdfs

Top Words in Tweet in G5:
[14] als
[9] gerald_gartner
[8] haben
[6] #ddj
[6] studierende
[6] sind
[6] weniger
[6] weltoffen
[6] man
[6] glauben

Top Words in Tweet in G6:
[34] data
[21] #ddj
[17] great
[17] journalism
[13] nctj_news
[11] #nctjdigital
[11] digital
[11] seminar
[10] facebook
[9] looking

Top Words in Tweet in G7:
[52] shows
[26] map
[26] latest
[26] european
[26] #population
[26] developments
[26] regions
[26] grown
[26] lost
[26] inhabitants

Top Words in Tweet in G8:
[16] data
[15] #ddj
[14] paulbradshaw
[13] journalism
[9] useful
[9] paper
[9] macloo
[9] challenges
[9] teaching
[9] bjtc_uk

Top Words in Tweet in G9:
[22] journalism
[21] interested
[12] koa_87
[11] experience
[11] #multilingualism
[11] translation
[11] data
[11] graphics
[9] anyone
[9] hackathon

Top Words in Tweet in G10:
[7] humeursdevictor
[6] #ddj
[5] ft
[5] theboysmithy
[4] sharon000
[4] jburnmurdoch
[4] billyehrenberg
[4] digitalcampbell
[4] alekswis
[4] nassos_

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[45] neue,europakarte
[45] europakarte,zusammen
[45] zusammen,dem
[45] dem,bbsr_bund
[45] bbsr_bund,zeigen
[45] zeigen,bevölkerungsentwicklung
[45] bevölkerungsentwicklung,mehr
[45] mehr,als
[45] als,100
[45] 100,000

Top Word Pairs in Tweet in G1:
[32] 10,#ddj
[29] top,10
[10] thanks,sharing
[10] featured,tweet
[10] tweet,gijn's
[10] gijn's,top
[10] #ddj,july
[10] july,8
[10] 8,14
[10] 14,2019

Top Word Pairs in Tweet in G2:
[11] quick,next
[11] next,newsletter
[11] newsletter,theeconomist's
[11] theeconomist's,data
[11] data,team
[11] team,answer
[10] hey,#data
[10] #data,experts
[10] experts,yes
[10] yes,looking

Top Word Pairs in Tweet in G3:
[44] neue,europakarte
[44] europakarte,zusammen
[44] zusammen,dem
[44] dem,bbsr_bund
[44] bbsr_bund,zeigen
[44] zeigen,bevölkerungsentwicklung
[44] bevölkerungsentwicklung,mehr
[44] mehr,als
[44] als,100
[44] 100,000

Top Word Pairs in Tweet in G4:
[10] current,project
[10] project,rewarding
[10] rewarding,task
[10] task,extracting
[10] extracting,tables
[10] tables,pdfs
[10] pdfs,learned
[10] learned,many
[10] many,things
[10] things,doing

Top Word Pairs in Tweet in G5:
[6] studierende,sind
[6] sind,weniger
[6] weniger,weltoffen
[6] weltoffen,als
[6] als,man
[6] man,glauben
[6] glauben,würde
[6] würde,wer
[6] wer,als
[6] als,mohammed

Top Word Pairs in Tweet in G6:
[11] data,digital
[11] digital,journalism
[11] journalism,seminar
[9] looking,forward
[6] #nctjdigital,#ddj
[5] growing,engaging
[5] forward,heading
[5] heading,facebook
[5] facebook,tomorrow
[5] tomorrow,data

Top Word Pairs in Tweet in G7:
[26] map,shows
[26] shows,latest
[26] latest,european
[26] european,#population
[26] #population,developments
[26] developments,shows
[26] shows,regions
[26] regions,grown
[26] grown,lost
[26] lost,inhabitants

Top Word Pairs in Tweet in G8:
[9] useful,paper
[9] paper,macloo
[9] macloo,challenges
[9] challenges,teaching
[9] teaching,data
[9] data,journalism
[9] journalism,#ddj
[9] #ddj,bjtc_uk
[8] paulbradshaw,useful
[4] updated,'data

Top Word Pairs in Tweet in G9:
[11] experience,interested
[11] interested,#multilingualism
[11] #multilingualism,translation
[11] translation,journalism
[11] journalism,data
[11] data,journalism
[11] journalism,graphics
[10] koa_87,experience
[9] anyone,interested
[9] interested,hackathon

Top Word Pairs in Tweet in G10:
[4] humeursdevictor,jburnmurdoch
[4] jburnmurdoch,ft
[4] ft,billyehrenberg
[4] billyehrenberg,digitalcampbell
[4] digitalcampbell,theboysmithy
[4] theboysmithy,alekswis
[4] alekswis,nassos_
[4] nassos_,cguibourg
[4] cguibourg,alexselbyb
[3] sharon000,humeursdevictor

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@datajournalism
@gijn
@bbsr_bund
@juliustroeger
@venohr
@albertocairo
@e2d3org
@paulbradshaw
@nctj_news
@angelozehr

Top Mentioned in G1:
@gijn
@rbb24
@sciam
@albertocairo
@bbc
@amazon
@globeandmail
@aburnspieper
@danict89
@bbcworldservice

Top Mentioned in G2:
@datajournalism
@theeconomist
@batjo_data
@branthouston
@gijn
@zehnzehen
@niemanlab
@alice_corona
@kanarinka
@ejcnet

Top Mentioned in G3:
@bbsr_bund
@juliustroeger
@venohr
@fexi

Top Mentioned in G4:
@angelozehr
@simon_huwiler
@afd
@barbalhofernand
@blick_visual
@halukamb
@nzzvisuals
@sonntags_blick
@blickch
@annabehrend

Top Mentioned in G5:
@gerald_gartner
@spiegel_data
@fedfragapane
@la_lettura
@plateauton
@pa
@hesselmann
@tagesspiegel
@jangeorgplavec
@daswasfehlt

Top Mentioned in G6:
@nctj_news
@facebook
@petesherlock79
@clairejwilde
@jomorrisecho
@aimeestanton4
@davidottewell
@samsh
@nqdataunit
@nuttall_leader

Top Mentioned in G7:
@venohr
@datajournalism
@bbsr_bund

Top Mentioned in G8:
@paulbradshaw
@macloo
@bjtc_uk
@jburnmurdoch
@niamh_mcintyre
@sophiewa
@_davidrhodes
@ons
@pa
@uk_caa

Top Mentioned in G9:
@koa_87
@mrbaopanrui
@swissinfo_de
@jbenton
@ccni
@driven_by_data
@millie
@nrecherche
@gijn
@journocode

Top Mentioned in G10:
@humeursdevictor
@ft
@theboysmithy
@sharon000
@jburnmurdoch
@billyehrenberg
@digitalcampbell
@alekswis
@nassos_
@cguibourg

Top Tweeters
Top Tweeters in Entire Graph:
@aaroncuddeback
@business
@globeandmail
@feldart
@bbcnews
@nytimes
@stcom
@ttchelps
@schmidtlepp
@indexhu

Top Tweeters in G1:
@business
@globeandmail
@bbcnews
@ttchelps
@calgarytransit
@bbcpersian
@bbcworldservice
@dmedialab
@bbcbusiness
@srcarbonell

Top Tweeters in G2:
@theeconomist
@bbbcccnnn
@margymaclibrary
@niemanlab
@kristinhenry
@adaptivetoolbox
@greglinch
@futuraprime
@yudivian
@smfrogers

Top Tweeters in G3:
@feldart
@schmidtlepp
@zeitonline
@richard_trk
@echeloni2p
@ojessen
@hannesleitlein
@baertiger
@doerted
@pelsterhof

Top Tweeters in G4:
@blickch
@sardimperium
@rstatstweet
@xeophin
@diuuk
@solsilvanazb
@afd
@the_claus
@grazalbuquerque
@leofn3

Top Tweeters in G5:
@tagesspiegel
@landaudaniel
@pa
@hesselmann
@moser_at
@la_lettura
@linzerschnitte
@fin
@jangeorgplavec
@michaelmhofer

Top Tweeters in G6:
@mylesie
@roger__mccarthy
@leaderlive
@davidottewell
@facebook
@mellingbob
@jordanhalford
@nctj_news
@willjgore
@colcjournalism

Top Tweeters in G7:
@nike_leonhard
@tonifranro
@lucifersam37
@romangrabolle
@baeing
@lxplm
@sbeigl
@ttt42
@cbasis
@lars_uhlig

Top Tweeters in G8:
@sianysianysiany
@puntofisso
@paulbradshaw
@jburnmurdoch
@owenboswarva
@sophiewarnes
@oxenstierna_irl
@macloo
@unbounders
@ons

Top Tweeters in G9:
@jbenton
@shalf
@metamythos
@winslow_r
@tseymat
@cerstinmahlow
@escapedcat
@millie
@swissinfo_de
@driven_by_data

Top Tweeters in G10:
@ft
@joegermuska
@marymaryw
@ma_salmon
@janwillemtulp
@uscensusbureau
@sharon000
@sharoz
@thoughtfulnz
@karenbastienok


Tags:

We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.