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#ddj OR (data journalism)_2022-09-12_09-30-01.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 12, 2022
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3dfegV8
@gijn
@this0499154500
@scotthech
@tanaysukumar
@deepa_driver
@tokyo_0
@fubits
@plateauton
@istories_media
@datajournalism

Top hashtags:
#ddj
#dataviz
#data
#journalism
#nodexl
#datajournalism
#climatechange

Description:
Description
The graph represents a network of 1,945 Twitter users whose tweets in the requested range contained "#ddj OR (data journalism)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 12 September 2022 at 16:31 UTC.

The requested start date was Monday, 12 September 2022 at 00:01 UTC and the maximum number of days (going backward) was 7.

The maximum number of tweets collected was 10,000.

The tweets in the network were tweeted over the 6-day, 23-hour, 19-minute period from Monday, 05 September 2022 at 00:36 UTC to Sunday, 11 September 2022 at 23:56 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 : 1945
Unique Edges : 1017
Edges With Duplicates : 2823
Total Edges : 3840
Number of Edge Types : 5
Tweet : 198
Retweet : 1289
MentionsInRetweet : 1730
Replies to : 113
Mentions : 510
Self-Loops : 207
Reciprocated Vertex Pair Ratio : 0.0202952029520295
Reciprocated Edge Ratio : 0.0397830018083183
Connected Components : 248
Single-Vertex Connected Components : 70
Maximum Vertices in a Connected Component : 667
Maximum Edges in a Connected Component : 1659
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.612738
Graph Density : 0.000585018037174564
Modularity : 0.553937
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,945 Twitter users whose tweets in the requested range contained "#ddj OR (data journalism)", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 12 September 2022 at 16:31 UTC.

The requested start date was Monday, 12 September 2022 at 00:01 UTC and the maximum number of days (going backward) was 7.

The maximum number of tweets collected was 10,000.

The tweets in the network were tweeted over the 6-day, 23-hour, 19-minute period from Monday, 05 September 2022 at 00:36 UTC to Sunday, 11 September 2022 at 23:56 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #ddj OR (data journalism)
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[21] https://gijn.org/2022/09/09/data-journalism-top-10-celebrity-jets-amazon-destruction-pakistan-floods-meme-origins/
[15] https://www.eventbrite.com/e/data-driven-journalism-for-social-media-using-nodexl-tickets-393363660297?aff=eand
[13] https://gijn.org/2022/09/02/data-journalism-top-10-drying-rivers-student-debt-china-taiwan-censoring-big-bang/
[10] https://www.wirtualnemedia.pl/artykul/michal-rogalski-dane-covid-19-data-journalism-onet-jakub-kapiszewski
[10] https://www.journalism.co.uk/vocational-skills-study/introduction-to-data-journalism/s43/a554228/
[9] https://gijn.org/2022/09/06/top-10-ddj-peresyihayuschie-reki-evropyi-vozvraschenie-na-lunu-i-tsenzura-teorii-bolshogo-vzryiva/
[6] https://imp.i384100.net/c/2840738/1242836/14726?prodsku=crse%3AW9sjXiNOEemNdRKVol9w-A&u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fvisualization-for-data-journalism&intsrc=CATF_9419&level=1&brwsr=bot&brwsrsig=3jr0xZWggwVt1kMSob1zbxttU6%3ATTT
[6] https://ladatacuenta.com/2021/09/25/ocho-pasos-para-mejorar-tus-graficos-de-barras-con-ggplot2-en-r/
[5] https://journalismcourses.org/course/advanced-data-journalism-doing-more-with-r/
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fthe-tools-we-use-to-run-our-data-journalism-business-9b3698ad8635

Top URLs in Tweet in G2:
[15] https://www.eventbrite.com/e/data-driven-journalism-for-social-media-using-nodexl-tickets-393363660297?aff=eand
[14] https://gijn.org/2022/09/09/data-journalism-top-10-celebrity-jets-amazon-destruction-pakistan-floods-meme-origins/
[9] https://gijn.org/2022/09/06/top-10-ddj-peresyihayuschie-reki-evropyi-vozvraschenie-na-lunu-i-tsenzura-teorii-bolshogo-vzryiva/
[8] https://gijn.org/2022/09/02/data-journalism-top-10-drying-rivers-student-debt-china-taiwan-censoring-big-bang/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281438
[2] https://docs.google.com/forms/d/e/1FAIpQLSdz1thBll3y8hOv-5SHivhn9YGP6VMiRxtV4wYzTJlRh40kKw/viewform
[2] https://www.journaliststoolbox.org/2022/07/14/satellite-imagery/
[1] https://gijn.org/2022/07/29/data-journalism-top-10-kids-fashion-stereotypes-economic-sandwich-index-immigration-profits-and-florence-nightingales-graphics/
[1] https://texty.org.ua/articles/107612/war-machine-structure-and-faces-of-the-russian-military-and-industrial-complex/
[1] https://texty.org.ua/projects/107604/yak-ros-udary-ruinuiut-budynky/

Top URLs in Tweet in G4:
[3] https://gijn.org/2022/09/02/data-journalism-top-10-drying-rivers-student-debt-china-taiwan-censoring-big-bang/
[3] https://www.rawstory.com/data-predicting-2022-election/
[1] https://twitter.com/davetroy/status/1565498013493395457
[1] https://twitter.com/konti_sg/status/1564561670990573568
[1] https://gijn.org/2022/08/16/veri-gazeteciligi-en-iyi-10-kopekbaligi-saldirisi-sehrin-serin-noktalari-yasadisi-mayinlar-asiri-havalar-yaz-tatili/
[1] https://pressgazette.co.uk/job/head-of-visual-data-journalism-guardian-media-group/
[1] https://www.vev.design/blog/data-journalism-examples/
[1] https://www.bjleads.com/data-journalism/
[1] https://projects.dailyprincetonian.com/140-years-princeton-history/
[1] https://twitter.com/_cingraham/status/1567235767977803777

Top URLs in Tweet in G5:
[1] https://interaktiv.tagesspiegel.de/lab/von-reis-bis-schokolade-von-diesen-laendern-haengt-die-deutsche-lebensmittelversorgung-ab/
[1] https://www.tagesspiegel.de/wissen/zweitheissester-august-aller-zeiten-in-deutschland-8605675.html
[1] https://www.tagesspiegel.de/
[1] https://www.zi-congress.de
[1] https://twitter.com/juliustroeger/status/1567054031054422019
[1] https://twitter.com/c_endt/status/1566689441992810497

Top URLs in Tweet in G6:
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=6aa15162-2943-11ed-96d1-554643575151&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wOC0zMC9ueWMtcy1yaXNlLW9mLWxvdy1sZXZlbC1hcnJlc3RzLXdvcnJ5LWNyaXRpY3Mtb2YtYnJva2VuLXdpbmRvd3MtZXJh

Top URLs in Tweet in G7:
[2] https://pulitzercenter.org/grants-fellowships/opportunities-journalists/data-journalism-grants
[1] https://sky.wd3.myworkdayjobs.com/en-US/sky_careers/details/Visual-Data-Journalist_R0009385-1?q=visual+data+journalist
[1] https://ijnet.org/en/opportunity/pulitzer-center-offers-data-journalism-grants-worldwide
[1] https://gijn.org/2022/08/08/supercharge-your-environmental-investigative-stories-with-data-and-visuals/
[1] https://datajournalism.com/read/longreads/data-role-in-the-disinformation-war
[1] https://www.startribune.com/is-there-more-speeding-on-minnesota-roads/600204091/

Top URLs in Tweet in G8:
[1] https://talkingbiznews.com/business-media-news/mayers-global-head-of-bloomberg-tv-and-radio-retiring/
[1] https://www.bloomberg.com/tosv2.html?vid=&uuid=79f73d40-311f-11ed-adf5-52676f466341&url=L25ld3MvYXJ0aWNsZXMvMjAyMi0wOC0zMC9ueWMtcy1yaXNlLW9mLWxvdy1sZXZlbC1hcnJlc3RzLXdvcnJ5LWNyaXRpY3Mtb2YtYnJva2VuLXdpbmRvd3MtZXJhP3NyZWY9SVVtM2Z6czA=

Top URLs in Tweet in G9:
[2] https://istories.media/reportages/2022/09/06/esli-sinovei-ne-virastit-tank-ne-poedet-a-pushka-ne-budet-strelyat/?utm_source=twitter&utm_medium=mainpage&utm_campaign=esli-sinovei-ne-virastit-tank-ne-poedet-a-pushka-ne-budet-strelyat

Top URLs in Tweet in G10:
[3] https://voxeurop.eu/it/greenwashing-di-plastica-le-promesse-non-mantenute-delle-aziende-europee/
[2] https://voxeurop.eu/en/european-food-companies-fail-to-reduce-their-plastic-footprint/
[2] https://voxeurop.eu/de/greenwashing-leeren-versprechen-der-europaischen-lebensmittelindustrie/
[2] https://voxeurop.eu/es/greenwashing-plasticos-promesas-rotas-companias-europeas/
[1] http://bitly.ws/?redirect=u3V6
[1] https://dataninja.typeform.com/to/x2Dcscvm
[1] https://streetfood-svelte.vercel.app/
[1] https://github.com/TaiwanDataStories/streetfood-svelte
[1] https://www.europeandatajournalism.eu/ita/Testata/Openpolis

Top Domains
Top Domains in Tweet in Entire Graph:
[47] gijn.org
[37] twitter.com
[17] datacenterfrontier.com
[15] eventbrite.com
[15] co.uk
[10] wirtualnemedia.pl
[9] voxeurop.eu
[8] org.ua
[8] ladatacuenta.com
[7] medium.com

Top Domains in Tweet in G2:
[33] gijn.org
[15] eventbrite.com
[4] nodexlgraphgallery.org
[4] journaliststoolbox.org
[2] org.ua
[2] google.com
[1] twitter.com
[1] bbc.com
[1] informationisbeautifulawards.com
[1] medium.com

Top Domains in Tweet in G4:
[13] twitter.com
[5] rawstory.com
[4] gijn.org
[2] grjenkin.com
[2] youtube.com
[1] co.uk
[1] vev.design
[1] bjleads.com
[1] dailyprincetonian.com
[1] khaltura.com

Top Domains in Tweet in G5:
[3] tagesspiegel.de
[2] twitter.com
[1] zi-congress.de

Top Domains in Tweet in G6:
[1] bloomberg.com

Top Domains in Tweet in G7:
[2] pulitzercenter.org
[1] myworkdayjobs.com
[1] ijnet.org
[1] gijn.org
[1] datajournalism.com
[1] startribune.com

Top Domains in Tweet in G8:
[1] talkingbiznews.com
[1] bloomberg.com

Top Domains in Tweet in G9:
[2] istories.media

Top Domains in Tweet in G10:
[9] voxeurop.eu
[1] bitly.ws
[1] typeform.com
[1] vercel.app
[1] github.com
[1] europeandatajournalism.eu

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[151] ddj
[43] dataviz
[35] data
[24] journalism
[23] nodexl
[18] datajournalism
[17] climatechange
[16] datacenter
[13] tejran
[12] r



Top Hashtags in Tweet in G1:
[1] freeassange

Top Hashtags in Tweet in G2:
[36] ddj
[23] nodexl
[13] journalism
[13] climatechange
[10] journalist
[9] data
[4] journalists
[3] nasa
[2] тайвань
[1] ðºð¾ð½ðºñƒñ€ñ

Top Hashtags in Tweet in G4:
[18] ddj
[3] journalism
[2] journojobs
[2] 数据新闻精选
[2] datadrivenjournalism
[2] data
[2] djsbrasil
[2] technics
[2] djsbr
[2] pioneer

Top Hashtags in Tweet in G5:
[8] ddj
[6] doomscrolling
[4] zicongress
[4] echtzeit
[4] ki
[4] corona
[1] klimakrise
[1] fridaysforfuture

Top Hashtags in Tweet in G7:
[11] datajournalism
[4] ukraine
[2] data
[2] ddj
[1] datajournalist
[1] dataviz
[1] journojobs

Top Hashtags in Tweet in G9:
[2] ddj

Top Hashtags in Tweet in G10:
[11] ddj
[10] greenwashing
[9] food
[9] packaging
[6] eugreendeal
[3] circulareconomy
[2] lebensmittel
[2] kreislaufwirtschaft
[2] alimentario
[2] envases

Top Words
Top Words in Tweet in Entire Graph:
[1334] data
[644] journalism
[473] war
[455] many
[450] today
[442] give
[440] crimes
[434] publishers
[434] trust
[434] 100

Top Words in Tweet in G1:
[432] many
[432] publishers
[432] trust
[432] today
[432] thoroughly
[432] document
[432] war
[432] crimes
[432] give
[432] data

Top Words in Tweet in G2:
[94] data
[84] gijn
[76] journalism
[72] ðµð
[66] ðµñ
[63] ðºð
[50] media
[44] journalists
[43] skills
[40] social

Top Words in Tweet in G3:
[136] data
[132] hiring
[132] alert
[132] knack
[132] finding
[132] stories
[132] inside
[132] reams
[132] excited
[132] explaining

Top Words in Tweet in G4:
[54] data
[50] journalism
[45] ø
[23] æ
[21] ù
[18] #ddj
[17] ç
[12] û
[9] ú
[9] more

Top Words in Tweet in G5:
[28] die
[15] data
[14] journalism
[13] abhã
[13] c_endt
[13] consumption
[12] zeigen
[12] ngig
[12] great
[12] service

Top Words in Tweet in G6:
[40] data
[39] extraordinary
[39] journalism
[39] again
[39] bloomberg
[39] analysis
[39] massive
[39] increases
[39] arrests
[39] low

Top Words in Tweet in G7:
[36] data
[20] journalism
[19] driven
[18] pulitzercenter
[18] pulitzer
[18] center
[18] seeking
[18] proposals
[18] compelling
[18] storytelling

Top Words in Tweet in G8:
[35] data
[35] journalism
[32] reporter
[27] business
[26] again
[25] incredible
[25] reporting
[25] folaak
[25] inspired
[25] raeedahwahid

Top Words in Tweet in G9:
[116] ðµð
[110] ðµ
[74] ðµñ
[74] ðºð
[38] ñƒ
[36] ñž
[36] ñƒð
[36] ðºñƒ
[36] ðšð
[36] ðº

Top Words in Tweet in G10:
[31] data
[28] journalism
[15] edjnet
[12] š
[11] #ddj
[10] daten_drang
[10] dwnews
[10] #greenwashing
[9] #food
[9] drink

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[433] give,data
[432] many,publishers
[432] publishers,trust
[432] trust,today
[432] today,thoroughly
[432] thoroughly,document
[432] document,war
[432] war,crimes
[432] crimes,give
[432] data,100

Top Word Pairs in Tweet in G1:
[432] many,publishers
[432] publishers,trust
[432] trust,today
[432] today,thoroughly
[432] thoroughly,document
[432] document,war
[432] war,crimes
[432] crimes,give
[432] give,data
[432] data,100

Top Word Pairs in Tweet in G2:
[40] social,media
[36] data,journalism
[33] data,driven
[33] driven,journalism
[30] journalism,social
[30] media,using
[30] day,workshop
[30] workshop,aims
[30] aims,equip
[30] equip,journalists

Top Word Pairs in Tweet in G3:
[132] hiring,alert
[132] alert,knack
[132] knack,finding
[132] finding,stories
[132] stories,inside
[132] inside,reams
[132] reams,data
[132] data,excited
[132] excited,explaining
[131] tanaysukumar,hiring

Top Word Pairs in Tweet in G4:
[20] ø,ø
[13] data,journalism
[11] æ,æ
[10] ø,ù
[7] ù,ø
[7] æ,ç
[5] investigative,journalism
[5] ú,ø
[5] raw,story
[5] story,celebrating

Top Word Pairs in Tweet in G5:
[14] data,journalism
[12] zeigen,abhã
[12] abhã,ngig
[12] great,data
[12] journalism,service
[12] service,c_endt
[12] c_endt,zeitonline_wir
[12] zeitonline_wir,tracker
[12] tracker,german
[12] german,gas

Top Word Pairs in Tweet in G6:
[39] extraordinary,journalism
[39] journalism,again
[39] again,bloomberg
[39] bloomberg,data
[39] data,analysis
[39] analysis,massive
[39] massive,increases
[39] increases,arrests
[39] arrests,low
[39] low,level

Top Word Pairs in Tweet in G7:
[19] data,driven
[18] pulitzer,center
[18] center,seeking
[18] seeking,proposals
[18] proposals,compelling
[18] compelling,data
[18] driven,storytelling
[18] storytelling,potential
[18] potential,shape
[16] pulitzercenter,pulitzer

Top Word Pairs in Tweet in G8:
[34] data,journalism
[25] again,incredible
[25] incredible,reporting
[25] reporting,business
[25] business,reporter
[25] reporter,folaak
[25] folaak,inspired
[25] inspired,data
[25] journalism,raeedahwahid
[24] equalityalec,again

Top Word Pairs in Tweet in G9:
[72] ðµ,ðµð
[38] ðµñ,ðµð
[36] ðµð,ðºð
[36] ðºð,ñž
[36] ñž,ðµ
[36] ðµ,ñƒ
[36] ñƒ,ðºð
[36] ðºð,ñƒð
[36] ñƒð,ðºñƒ
[36] ðºñƒ,ðµ

Top Word Pairs in Tweet in G10:
[28] data,journalism
[10] daten_drang,dwnews
[10] #ddj,#greenwashing
[9] #food,drink
[9] drink,companies
[9] #packaging,waste
[9] sveltejs,becoming
[9] becoming,standard
[9] standard,tool
[9] tool,data

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@deepa_driver
@tanaysukumar
@gijn
@scotthech
@istories_media
@summerdharlow
@business
@folaak
@raeedahwahid
@kkundrra

Top Mentioned in G1:
@deepa_driver

Top Mentioned in G2:
@gijn
@nodexlacademy
@textyorgua
@knowyourmeme
@gijnafrica
@franceinfo
@washingtonpost
@nuktaafrica
@nytimes
@marshallproj

Top Mentioned in G3:
@tanaysukumar
@livemint

Top Mentioned in G4:
@djdouglascba
@superiortutor1

Top Mentioned in G5:
@c_endt
@zeitonline_wir
@ben_moll
@plateauton
@tamaraflemisch
@janeggers
@tagesspiegel
@gijn
@vihangjumle
@dukla_de

Top Mentioned in G6:
@scotthech
@tanaysukumar

Top Mentioned in G7:
@pulitzercenter
@datajournalism
@arijnetwork
@skysports
@gijn
@sricchia
@yvesmango_
@maryjowebster
@emanmounirm

Top Mentioned in G8:
@business
@folaak
@raeedahwahid
@equalityalec
@lfelizleon
@otisbilodeau
@scotthech

Top Mentioned in G9:
@istories_media

Top Mentioned in G10:
@edjnet
@daten_drang
@dwnews
@sveltejs
@lcollares_
@jhjanicki
@nelsonmau
@voxeurop
@openpolis
@datajournalism

Top Tweeters
Top Tweeters in Entire Graph:
@roblwilson
@billm9
@natioscourge
@bliadhnaichean
@bob_stinson1234
@menabster
@ansisegle
@reuters
@business
@_silversmith

Top Tweeters in G1:
@roblwilson
@billm9
@bliadhnaichean
@brendahazelhur1
@stachanna
@markrowantree
@diabolo741
@carolehope2
@th2shay
@georgegalloway

Top Tweeters in G2:
@nytimes
@afpfr
@washingtonpost
@planetscape
@lemondefr
@pmihail1
@eldiarioes
@elconfidencial
@franceinfo
@financialtimes

Top Tweeters in G3:
@livemint
@ibadsayed
@dearthofsid
@imsahilbhalla
@karishmau
@darthdevi
@rohanv
@rosammat
@rsdaroga
@vinayakkm

Top Tweeters in G4:
@nevermore_007
@7wdata
@grjenkin
@khalturadotcom
@hammbear
@tallulahb2012
@klassalle
@tamaraalexis
@ecobearwitness
@mbowmanscience

Top Tweeters in G5:
@natioscourge
@tagesspiegel
@fffbot1
@miskaknapek
@benbawan
@fubits
@diezeit
@benny_de
@darioperkins
@davidgutensohn

Top Tweeters in G6:
@bob_stinson1234
@cynicalvision50
@olaasm
@psychwriter1515
@littlebirdsteph
@dg21or5
@jgcocanada
@lindanord9
@cain_wtf
@brokenf8

Top Tweeters in G7:
@margymaclibrary
@skysports
@palewire
@muckrock
@pulitzercenter
@mtdukes
@molocus2
@liliasaul
@digidickinson
@aldebaran14

Top Tweeters in G8:
@business
@senseof_outrage
@march4progress
@notingshaw
@joejaggi
@schenhayes
@judinezfortruth
@vansulli
@noracistwall
@grownroom

Top Tweeters in G9:
@galinaotradnoe
@elena_lazarenko
@torpedonos349
@logvinenkoelena
@anita_milewska
@panikushka5063
@hwpdfn4dxcbctmz
@af12051955
@kot_ovskii
@tonihavok

Top Tweeters in G10:
@dwnews
@bbbcccnnn
@candidosales
@suxsonica
@domanigiornale
@aborruso
@voxeurop
@nelsonmau
@andshrooms
@albertcanig