#ddj OR (data journalism), Twitter, 9/19/2022 4:55:33 PM, 282116


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#ddj OR (data journalism)_2022-09-19_09-30-01.xlsx
#ddj OR (data journalism)_2022-09-19_09-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2022
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3RXN9gG
@gijn
@marshallproj
@alterpaetz
@mccormick_ted
@plateauton
@juliustroeger
@this0499154500
@paulbradshaw
@aleszubajak
@neuesros

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

Description:
Description
The graph represents a network of 2,450 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, 19 September 2022 at 16:32 UTC.

The requested start date was Monday, 19 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 5-day, 14-hour, 43-minute period from Monday, 12 September 2022 at 00:41 UTC to Saturday, 17 September 2022 at 15:25 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 : 2450
Unique Edges : 2172
Edges With Duplicates : 3988
Total Edges : 6160
Number of Edge Types : 5
Tweet : 176
Retweet : 1836
MentionsInRetweet : 3441
Mentions : 607
Replies to : 100
Self-Loops : 182
Reciprocated Vertex Pair Ratio : 0.0150103519668737
Reciprocated Edge Ratio : 0.0295767465578786
Connected Components : 233
Single-Vertex Connected Components : 55
Maximum Vertices in a Connected Component : 1328
Maximum Edges in a Connected Component : 4306
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.243124
Graph Density : 0.000653661219489838
Modularity : 0.566445
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,450 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, 19 September 2022 at 16:32 UTC.

The requested start date was Monday, 19 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 5-day, 14-hour, 43-minute period from Monday, 12 September 2022 at 00:41 UTC to Saturday, 17 September 2022 at 15:25 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:
[19] https://gijn.org/2022/09/16/data-journalism-top-10-queen-elizabeths-reign-arctic-fires-taiwan-street-food-brain-drain/
[13] https://gijn.org/2022/09/09/data-journalism-top-10-celebrity-jets-amazon-destruction-pakistan-floods-meme-origins/
[13] https://twitter.com/jburnmurdoch/status/1570832839318605824
[11] https://www.eventbrite.com/e/data-driven-journalism-for-social-media-using-nodexl-tickets-393363660297?aff=eand
[10] https://www.journalism.co.uk/vocational-skills-study/introduction-to-data-journalism/s43/a554228/
[8] https://gijn.org/2022/09/13/top-10-ddj-uglerodnyiy-sled-znamenitostey-navodnenie-v-pakistane-i-proishozhdenie-memov/
[8] https://journalismcourses.org/course/advanced-data-journalism-doing-more-with-r/
[6] https://www.journaliststoolbox.org/category/data-visualization-and-online-tools/
[5] https://simonrogers.net/2022/09/15/how-axios-brings-smart-brevity-to-data-journalism/
[5] https://inside.mediahack.co.za/dont-be-afraid-it-s-only-data-journalism-and-wait-for-it-it-is-pretty-easy-and-kinda-fun-cad7b64ad063

Top URLs in Tweet in G1:
[1] https://www.bloomberg.com/graphics/2022-is-nyc-safe-crime-stat-reality/?srnd=premium&sref=IUm3fzs0
[1] https://www.themarshallproject.org/2022/09/07/how-federal-covid-relief-flows-to-the-criminal-justice-system
[1] https://www.themarshallproject.org/2022/08/15/see-if-police-in-your-state-reported-crime-data-to-the-fbi

Top URLs in Tweet in G2:
[5] https://twitter.com/jburnmurdoch/status/1570832839318605824

Top URLs in Tweet in G3:
[17] https://gijn.org/2022/09/16/data-journalism-top-10-queen-elizabeths-reign-arctic-fires-taiwan-street-food-brain-drain/
[11] https://www.eventbrite.com/e/data-driven-journalism-for-social-media-using-nodexl-tickets-393363660297?aff=eand
[8] https://gijn.org/2022/09/09/data-journalism-top-10-celebrity-jets-amazon-destruction-pakistan-floods-meme-origins/
[8] https://gijn.org/2022/09/13/top-10-ddj-uglerodnyiy-sled-znamenitostey-navodnenie-v-pakistane-i-proishozhdenie-memov/
[8] https://journalismcourses.org/course/advanced-data-journalism-doing-more-with-r/
[5] https://simonrogers.net/2022/09/15/how-axios-brings-smart-brevity-to-data-journalism/
[2] https://www.informationisbeautifulawards.com/awards/2022
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281797
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=281880
[2] https://www.inma.org/blogs/conference/post.cfm/gannett-media-s-digital-subscription-strategy-is-based-in-data

Top URLs in Tweet in G4:
[2] https://interaktiv.morgenpost.de/inflation-rechner-einkommen-preise/

Top URLs in Tweet in G6:
[3] https://twitter.com/jburnmurdoch/status/1570832839318605824
[1] https://giftarticle.ft.com/giftarticle/actions/redeem/fbdbaf89-657a-4344-9759-54de0fad00a4
[1] https://www.ft.com/content/ef265420-45e8-497b-b308-c951baa68945

Top URLs in Tweet in G7:
[5] https://twitter.com/jburnmurdoch/status/1570832839318605824
[2] https://www.youtube.com/watch?v=st8usewSZRg&feature=youtu.be

[2] https://www2.fundsforngos.org/fellowships/climate-change-journalism-fellowship-its-time-to-apply-for-this-merit-based-open-competition/
[2] https://www.getrevue.co/profile/ReutersInstitute
[1] https://viafoura.com/blog/improving-the-value-exchange-how-to-encourage-users-to-give-up-their-data/?utm_campaign=General
[1] Social
[1] -
[1] Organic
[1] 2022&utm_content=220501385&utm_medium=social&utm_source=twitter&hss_channel=tw-176931921
[1] https://github.com/BuzzFeedNews

Top URLs in Tweet in G8:
[1] https://eevd.fa.us6.oraclecloud.com/hcmUI/CandidateExperience/en/sites/CX_1/job/2017715/?utm_medium=jobshare

Top URLs in Tweet in G9:
[1] https://jobs.theguardian.com/job/8257624/multimedia-journalist-factcheck-based-in-leeds-channel-4-news-12-month-ftc#job-description

Top URLs in Tweet in G10:
[4] https://parli-n-grams.puntofisso.net/index.php?ngrams=commons%3AQueen%3Bcommons%3AKing
[2] https://www.vice.com/en/article/pkgknz/london-homeless-night-bus-cost-of-living
[1] https://twitter.com/aleszubajak/status/1568223656706293762
[1] https://twitter.com/chrisjjosephs/status/1570491404153159680
[1] https://twitter.com/pressgazette/status/1566818438663835651
[1] https://www.tandfonline.com/doi/full/10.1080/1461670X.2022.2121745?needAccess=true&cookieSet=1
[1] https://www.lemonde.fr/les-decodeurs/article/2022/09/09/churchill-auriol-mao-kohl-trump-combien-de-dirigeants-ont-cotoye-elizabeth-ii_6140959_4355770.html
[1] https://twitter.com/ralter/status/1567889322526871552
[1] https://graphics.reuters.com/EUROPE-WEATHER/DROUGHT/jnvwenznyvw/
[1] https://datajournalism.com/read/handbook/two/working-with-data/text-as-data-finding-stories-in-corpora

Top Domains
Top Domains in Tweet in Entire Graph:
[62] twitter.com
[47] gijn.org
[16] co.uk
[16] youtube.com
[13] journaliststoolbox.org
[11] eventbrite.com
[11] co.za
[10] voxeurop.eu
[9] medium.com
[8] journalismcourses.org

Top Domains in Tweet in G1:
[2] themarshallproject.org
[1] bloomberg.com

Top Domains in Tweet in G2:
[5] twitter.com

Top Domains in Tweet in G3:
[35] gijn.org
[11] eventbrite.com
[8] journalismcourses.org
[5] twitter.com
[5] simonrogers.net
[4] nodexlgraphgallery.org
[2] informationisbeautifulawards.com
[2] dowjonesnewsfund.org
[2] inma.org
[1] shtab.net

Top Domains in Tweet in G4:
[2] morgenpost.de

Top Domains in Tweet in G6:
[3] twitter.com
[2] ft.com

Top Domains in Tweet in G7:
[14] twitter.com
[3] youtube.com
[2] tweetedtimes.com
[2] grjenkin.com
[2] fundsforngos.org
[2] datasketch.co
[2] getrevue.co
[1] viafoura.com
[1] github.com
[1] niemanlab.org

Top Domains in Tweet in G8:
[1] oraclecloud.com

Top Domains in Tweet in G9:
[1] theguardian.com

Top Domains in Tweet in G10:
[8] twitter.com
[5] puntofisso.net
[2] vice.com
[2] co.uk
[1] tandfonline.com
[1] lemonde.fr
[1] reuters.com
[1] datajournalism.com
[1] sentinel-hub.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[195] ddj
[46] datajournalism
[41] nodexl
[39] data
[39] journalism
[28] dataviz
[10] datacenter
[9] monkeypox
[8] onlinecourses
[8] journalist



Top Hashtags in Tweet in G3:
[55] ddj
[38] nodexl
[21] journalism
[20] data
[20] datajournalism
[8] dataviz
[8] journalist
[8] onlinecourses
[3] journalists
[3] ukraine

Top Hashtags in Tweet in G4:
[2] ddj
[2] inflation

Top Hashtags in Tweet in G6:
[1] denmark

Top Hashtags in Tweet in G7:
[11] ddj
[3] datajournalism
[2] data
[2] datadrivenjournalism
[1] valueexchange
[1] userdata
[1] lemonade
[1] sept13th
[1] ideb
[1] mec

Top Hashtags in Tweet in G9:
[1] journojobs

Top Hashtags in Tweet in G10:
[42] ddj
[6] dataviz
[4] bcujournos
[4] hansard
[3] queen
[3] dj
[3] pets
[2] foi
[1] journojobs
[1] interhacktives

Top Words
Top Words in Tweet in Entire Graph:
[1598] data
[1403] journalism
[449] great
[375] article
[367] way
[363] marshallproj
[362] important
[359] weihua_li1
[359] police
[358] equalityalec

Top Words in Tweet in G1:
[362] journalism
[360] data
[356] equalityalec
[356] weihua_li1
[356] police
[355] important
[355] article
[355] great
[355] marshallproj
[355] anastasiajourno

Top Words in Tweet in G2:
[322] data
[322] journalism
[315] compelling
[314] lewis_goodall
[7] more
[7] shocking
[7] surprising
[7] stuff
[7] doyen
[6] proftimbale

Top Words in Tweet in G3:
[137] journalism
[121] data
[121] djnf
[81] journalists
[73] summer
[73] internship
[63] gijn
[55] #ddj
[52] college
[51] в

Top Words in Tweet in G4:
[272] hartz
[272] iv
[272] satz
[141] zeigt
[136] aktuelle
[136] weniger
[136] wert
[136] 2005
[136] eingeführt
[135] alterpaetz

Top Words in Tweet in G5:
[257] university
[130] data
[128] ivy
[128] fudging
[128] ranking
[128] getting
[128] immensely
[128] more
[128] media
[128] attention

Top Words in Tweet in G6:
[64] data
[64] journalism
[64] jburnmurdoch
[59] again
[58] superb
[58] see
[58] thread
[57] normanswan
[3] excellent
[2] side

Top Words in Tweet in G7:
[47] journalism
[46] data
[11] #ddj
[9] research
[7] one
[7] top
[6] news
[6] great
[5] more
[4] media

Top Words in Tweet in G8:
[46] houstonchron
[46] journalism
[27] investigative
[25] bevdevwarrior
[25] desperately
[25] needed
[25] personal
[25] medical
[24] therealroserose
[24] decision

Top Words in Tweet in G9:
[47] factcheck
[47] team
[47] hiring
[47] looking
[47] someone
[47] experience
[47] journalism
[47] similar
[47] field
[47] used

Top Words in Tweet in G10:
[59] data
[42] #ddj
[26] journalism
[22] thetimes
[20] work
[19] hiring
[19] dm
[18] come
[18] graphics
[18] journalist

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[982] data,journalism
[358] great,data
[357] important,article
[357] article,great
[357] journalism,marshallproj
[357] marshallproj,anastasiajourno
[357] anastasiajourno,weihua_li1
[357] weihua_li1,way
[357] way,police
[356] equalityalec,important

Top Word Pairs in Tweet in G1:
[357] data,journalism
[355] important,article
[355] article,great
[355] great,data
[355] journalism,marshallproj
[355] marshallproj,anastasiajourno
[355] anastasiajourno,weihua_li1
[355] weihua_li1,way
[355] way,police
[354] equalityalec,important

Top Word Pairs in Tweet in G2:
[322] data,journalism
[315] compelling,data
[314] lewis_goodall,compelling
[7] more,shocking
[7] shocking,surprising
[7] surprising,stuff
[7] stuff,doyen
[7] doyen,data
[6] proftimbale,more

Top Word Pairs in Tweet in G3:
[73] djnf,summer
[73] summer,internship
[57] data,journalism
[44] college,journalists
[44] journalists,apply
[44] apply,djnf
[44] internship,place
[44] place,100
[44] 100,interns
[44] interns,newsrooms

Top Word Pairs in Tweet in G4:
[272] hartz,iv
[136] aktuelle,hartz
[136] iv,satz
[136] satz,weniger
[136] weniger,wert
[136] wert,satz
[136] satz,2005
[136] 2005,hartz
[136] iv,eingeführt
[136] eingeführt,zeigt

Top Word Pairs in Tweet in G5:
[128] ivy,fudging
[128] fudging,university
[128] university,ranking
[128] ranking,data
[128] data,getting
[128] getting,immensely
[128] immensely,more
[128] more,media
[128] media,attention
[128] attention,entire

Top Word Pairs in Tweet in G6:
[64] data,journalism
[58] superb,data
[58] journalism,again
[58] again,jburnmurdoch
[58] jburnmurdoch,see
[58] see,thread
[57] normanswan,superb
[4] journalism,jburnmurdoch
[2] excellent,data
[2] jburnmurdoch,fundamental

Top Word Pairs in Tweet in G7:
[22] data,journalism
[6] research,data
[2] department,journalism
[2] journalism,studies
[2] studies,research
[2] journalism,symposium
[2] symposium,session
[2] teaching,data
[2] graphic,design
[2] photo,editing

Top Word Pairs in Tweet in G8:
[25] houstonchron,bevdevwarrior
[25] bevdevwarrior,investigative
[25] investigative,journalism
[25] journalism,desperately
[25] desperately,needed
[25] needed,personal
[25] personal,medical
[24] therealroserose,houstonchron
[24] medical,decision
[20] great,journalism

Top Word Pairs in Tweet in G9:
[47] factcheck,team
[47] team,hiring
[47] hiring,looking
[47] looking,someone
[47] someone,experience
[47] experience,journalism
[47] journalism,similar
[47] similar,field
[47] field,used
[46] lee_georgina,factcheck

Top Word Pairs in Tweet in G10:
[18] come,work
[18] work,hiring
[18] hiring,data
[18] data,graphics
[18] graphics,journalist
[18] journalist,thetimes
[18] thetimes,questions
[18] questions,please
[18] please,dm
[18] dm,#ddj

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@marshallproj
@weihua_li1
@equalityalec
@anastasiajourno
@lewis_goodall
@alterpaetz
@mccormick_ted
@djnf
@gijn
@jburnmurdoch

Top Mentioned in G1:
@equalityalec
@weihua_li1
@marshallproj
@anastasiajourno
@folaak
@raeedahwahid
@business
@eads
@andrewrcalderon
@gijn

Top Mentioned in G2:
@lewis_goodall
@proftimbale

Top Mentioned in G3:
@djnf
@gijn
@nodexlacademy
@mtdukes
@ft
@konti_sg
@reuters
@istories_media
@deepa_driver
@abtran

Top Mentioned in G4:
@alterpaetz
@funkeinteraktiv

Top Mentioned in G5:
@mccormick_ted
@equalityalec
@marshallproj
@anastasiajourno
@weihua_li1

Top Mentioned in G6:
@jburnmurdoch
@normanswan
@sebschmoller
@ft

Top Mentioned in G8:
@houstonchron
@bevdevwarrior
@therealroserose
@mmorris011
@0liviajulianna

Top Mentioned in G9:
@factcheck
@lee_georgina
@channel4news

Top Mentioned in G10:
@thetimes
@ryanleewatts
@puntofisso
@paulbradshaw
@bcujournalism
@barniechoudhury
@sophwarnes
@gwjournalism
@annalom87
@journocoders

Top Tweeters
Top Tweeters in Entire Graph:
@odio_nao
@roblwilson
@serendipitysays
@lizditz
@foggybottomgal
@reuters
@n7irl
@business
@cnbsnana
@jhamby

Top Tweeters in G1:
@foggybottomgal
@business
@jhamby
@netbacker
@kmontenegro
@nobiggovduh
@gailwaldby
@itsilverback
@joejaggi
@stillawake

Top Tweeters in G2:
@roblwilson
@serendipitysays
@spanishdan1
@chiller
@ks_1968
@chunkymark
@jackalsbynight
@frank3davies
@piyakhanna
@mikef45

Top Tweeters in G3:
@reuters
@guardian
@nytimes
@washingtonpost
@livemint
@keithmfitz
@ljuka0312
@jolantru
@usatoday
@franceinfo

Top Tweeters in G4:
@tumalwas
@eumelfink09
@klang_ruinen
@thomasknorra
@martingaedt
@angiestone_
@h_odiug
@__redcat
@eriksonsanne
@coraxaroc

Top Tweeters in G5:
@cnbsnana
@thecorollary
@erupton
@stephenpomes
@brianros1
@apocalypticanow
@mike10010100
@thetattooedprof
@rtmannjr
@jewcoffee

Top Tweeters in G6:
@alanjmitchell_
@madvet2000
@mangotree_books
@coonavass
@valerielynnecl2
@thisiphone1
@wokabaut_meri
@sprmai
@yabbietol
@malurussally

Top Tweeters in G7:
@mediabot
@grjenkin
@kellsbooks
@broadenmyview
@klassalle
@alduque
@yekparvandeh
@mariaelinormd
@nicksherrard
@tradingjeremy

Top Tweeters in G8:
@lindacollins11
@masky_jay_hoody
@50smag
@houstonchron
@csra_prsn
@alexanotherone
@lalaej
@xica25
@icarrollj
@bemuir_ronkon79

Top Tweeters in G9:
@sandssims
@marypcbuk
@misslauramarcus
@walshheyjude
@ehchalus
@dave_cochran
@tweet_dec
@channel4news
@nikicheong
@laylatango

Top Tweeters in G10:
@pyscalellc
@thetimes
@travelling_wolf
@puntofisso
@paulbradshaw
@dianekemp1
@fayedavies
@glynmottershead
@nickmhalliday
@whippletom


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