#ddj OR (data journalism), Twitter, 8/22/2022 11:07:21 PM, 280557


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#ddj OR (data journalism)_2022-08-22_09-30-01.xlsx
#ddj OR (data journalism)_2022-08-22_09-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 22, 2022
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3KdwqCQ
@this0499154500
@gijnru
@textyorgua
@gijn
@alastairotter
@columbiajourn
@textyorgua_eng
@datentaeterin
@mediahackza
@belloyinka72

Top hashtags:
#ddj
#dataviz
#scicar22
#pandorapapers
#journalism

Description:
Description
The graph represents a network of 2,273 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, 22 August 2022 at 16:31 UTC.

The requested start date was Monday, 22 August 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, 22-hour, 8-minute period from Monday, 15 August 2022 at 00:45 UTC to Sunday, 21 August 2022 at 22:54 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 : 2273
Unique Edges : 1351
Edges With Duplicates : 3214
Total Edges : 4565
Number of Edge Types : 5
Retweet : 1483
MentionsInRetweet : 2095
Replies to : 142
Mentions : 594
Tweet : 251
Self-Loops : 265
Reciprocated Vertex Pair Ratio : 0.0209125475285171
Reciprocated Edge Ratio : 0.0409683426443203
Connected Components : 307
Single-Vertex Connected Components : 92
Maximum Vertices in a Connected Component : 827
Maximum Edges in a Connected Component : 2212
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.838769
Graph Density : 0.000519920003965721
Modularity : 0.571395
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,273 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, 22 August 2022 at 16:31 UTC.

The requested start date was Monday, 22 August 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, 22-hour, 8-minute period from Monday, 15 August 2022 at 00:45 UTC to Sunday, 21 August 2022 at 22:54 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:
[28] https://gijn.org/2022/08/19/data-journalism-top-10-connecting-chinas-power-players-tracking-russian-voter-turnout-drawing-the-india-pakistan-border-and-serena-williams-trailblazing-career/
[16] http://www.washingtonpost.com/regional
[11] https://www.journalism.co.uk/vocational-skills-study/introduction-to-data-journalism/s43/a554228/
[10] https://gijn.org/2022/08/16/data-journalism-pioneers-at-work-across-southeast-asia/
[10] https://journalismcourses.org/course/advanced-data-journalism-doing-more-with-r/
[9] https://gijn.org/2022/08/16/top-10-ddj-ataki-akul-rossiyskie-radaryi-zolotyie-rudniki-i-ekstremalnaya-zhara/
[9] https://niemanreports.org/articles/pandora-papers-data-journalism/
[8] https://www.indiatracker.in/
[7] 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
[7] https://www.cw.com.tw/graphics/pelosi-visits-taiwan-en/

Top URLs in Tweet in G2:
[20] https://gijn.org/2022/08/19/data-journalism-top-10-connecting-chinas-power-players-tracking-russian-voter-turnout-drawing-the-india-pakistan-border-and-serena-williams-trailblazing-career/
[9] https://gijn.org/2022/08/16/top-10-ddj-ataki-akul-rossiyskie-radaryi-zolotyie-rudniki-i-ekstremalnaya-zhara/
[7] 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
[7] https://gijn.org/2022/08/16/data-journalism-pioneers-at-work-across-southeast-asia/
[4] https://gijn.org/2022/08/12/data-journalism-top-10-shark-attack-city-cool-spots-illegal-mines-extreme-weather-summer-vacation/
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fdont-be-afraid-it-s-only-data-journalism-and-wait-for-it-it-is-pretty-easy-and-kinda-fun-cad7b64ad063
[3] https://docs.google.com/forms/d/e/1FAIpQLSd9eih6yzcUWs7x9xkNFQBqpLrVvr31Dd2qj9eaWOw9oLsRhw/viewform
[3] https://gijn.org/2022/08/16/veri-gazeteciligi-en-iyi-10-kopekbaligi-saldirisi-sehrin-serin-noktalari-yasadisi-mayinlar-asiri-havalar-yaz-tatili/
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fdata-journalism-tools-and-resources-8df1c3d96c13
[2] https://pulitzercenter.org/grants-fellowships/opportunities-journalists/data-journalism-grants

Top URLs in Tweet in G3:
[1] https://texty.org.ua/projects/107440/pid-udarom-sho-i-koly-obstrilyuvala-rosiya/

Top URLs in Tweet in G5:
[5] https://www.rawstory.com/sullivanstrickler/
[5] https://instapundit.com/537433/
[3] https://www.rawstory.com/trump-lawyers-tried-to-access-2020-election-data-in-two-michigan-counties/
[2] https://www.theguardian.com/technology/2022/aug/12/google-to-pay-60m-fine-for-misleading-australians-about-collecting-location-data?CMP=share_btn_tw
[2] https://inquirer.net/
[2] https://niemanreports.org/articles/pandora-papers-data-journalism/
[2] https://www.youtube.com/watch?v=6YPhQN6QZvc&feature=youtu.be

[1] https://jobs.theguardian.com/job/8216411/head-of-visual-and-data-journalism/?TrackID=13&utm_source=twitterfeed&utm_medium=feed&utm_campaign=897018
[1] https://jobs.theguardian.com/job/8216411/head-of-visual-and-data-journalism/?TrackID=410179&utm_source=twitterfeed&utm_medium=feed&utm_campaign=898601
[1] https://www.khaltura.com/163779/marketing-executive-2/

Top URLs in Tweet in G6:
[1] https://texty.org.ua/projects/107440/pid-udarom-sho-i-koly-obstrilyuvala-rosiya/
[1] https://texty.org.ua/projects/107179/wall-fire-what-projectiles-hit-ukrainian-positions-and-how/

Top URLs in Tweet in G7:
[2] https://nrch.de/scicar2022
[1] https://www.sueddeutsche.de/projekte/artikel/gesellschaft/gegenderte-kindermode-rosa-hotpants-blaue-shorts-e701993/?reduced=true
[1] https://www.bafg.de/GRDC/EN/02_srvcs/22_gslrs/221_MRB/riverbasins_node.html
[1] https://www.n-tv.de/wissen/Europa-trocknet-aus-Hitze-und-Duerren-werden-Normalitaet-article23519715.html
[1] https://www.n-tv.de/panorama/Pegelstand-des-Rheins-bei-Emmerich-erreicht-Null-article23527750.html
[1] https://twitter.com/SciCARde/status/1560548541139132416
[1] https://scicar22.sched.com/event/14aV4
[1] https://www.stuttgarter-zeitung.de/inhalt.uebersterblichkeit-in-der-pandemie-den-osten-hat-corona-besonders-getroffen.af32c906-b5a6-49d2-a935-a747416fffa3.html
[1] https://twitter.com/StZ_NEWS/status/1559095153863938049
[1] https://www.stuttgarter-zeitung.de/inhalt.trockener-sommer-eigentlich-muesste-es-zehnmal-so-viel-regnen.5303bedb-726f-4a73-b034-80a3d46666e7.html

Top URLs in Tweet in G10:
[1] https://campusradarjobs.com/job/monash-university/associate-professor-professor-of-news-and-political-communication
[1] https://krb-sjobs.brassring.com/TGnewUI/Search/home/HomeWithPreLoad?partnerid=30011&siteid=5460&PageType=JobDetails&jobid=1991203#jobDetails=1991203_5460

Top Domains
Top Domains in Tweet in Entire Graph:
[60] gijn.org
[59] twitter.com
[25] co.uk
[23] washingtonpost.com
[19] medium.com
[12] rawstory.com
[12] journalismcourses.org
[11] google.com
[9] theguardian.com
[9] datacenterfrontier.com

Top Domains in Tweet in G2:
[47] gijn.org
[14] medium.com
[7] twitter.com
[3] google.com
[3] nodexlgraphgallery.org
[2] pulitzercenter.org
[2] github.io
[2] i384100.net
[2] africadatahub.org
[2] verigazeteciligi.com

Top Domains in Tweet in G3:
[1] org.ua

Top Domains in Tweet in G5:
[16] twitter.com
[10] rawstory.com
[5] instapundit.com
[4] theguardian.com
[3] washingtonpost.com
[3] grjenkin.com
[2] rodrigozamith.com
[2] inquirer.net
[2] niemanreports.org
[2] wordpress.com

Top Domains in Tweet in G6:
[2] org.ua

Top Domains in Tweet in G7:
[3] stuttgarter-zeitung.de
[2] nrch.de
[2] n-tv.de
[2] twitter.com
[1] sueddeutsche.de
[1] bafg.de
[1] sched.com

Top Domains in Tweet in G10:
[1] campusradarjobs.com
[1] brassring.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[357] ddj
[40] dataviz
[25] scicar22
[24] pandorapapers
[22] journalism
[21] karankundrra
[21] datajournalism
[16] tejran
[15] dancedeewanejuniors
[14] data



Top Hashtags in Tweet in G1:
[6] ddj
[1] tejasswiprakash
[1] tejatrooops
[1] new
[1] vlog
[1] out

Top Hashtags in Tweet in G2:
[43] ddj
[7] dataviz
[6] datajournalism
[3] verieğitimi
[3] yazokulu
[3] periodismodedatos
[2] mapping
[2] sweden
[2] verianalizi
[2] verigörselleştirmenin

Top Hashtags in Tweet in G3:
[114] ddj

Top Hashtags in Tweet in G5:
[13] ddj
[7] journalism
[3] journalismdatascraping
[3] researchdatascraping
[3] datadrivenjournalism
[2] auspol
[2] datajournalism
[2] commstwt
[1] indiaat75
[1] 見た人も無言で好きなギタリストをあげる

Top Hashtags in Tweet in G6:
[86] ddj

Top Hashtags in Tweet in G7:
[34] ddj
[25] scicar22
[10] gis
[10] geodaten
[7] dataviz
[6] datascience
[6] klimazentrale
[4] drought
[3] datajournalism
[1] geojson

Top Words
Top Words in Tweet in Entire Graph:
[1169] data
[1100] journalism
[362] more
[357] #ddj
[287] things
[265] many
[261] working
[239] way
[237] really
[237] same

Top Words in Tweet in G1:
[232] many
[228] teju
[227] working
[227] really
[227] hard
[227] 12
[227] hrs
[227] shift
[227] rehearsals
[227] more

Top Words in Tweet in G2:
[235] data
[186] journalism
[99] gijn
[68] week
[66] alastairotter
[57] learning
[57] learn
[53] always
[53] help
[50] teach

Top Words in Tweet in G3:
[114] сьогодні
[114] ми
[114] опублікували
[114] ще
[114] один
[114] проєкт
[114] журналістики
[114] даних
[114] #ddj
[114] присвячений

Top Words in Tweet in G4:
[111] data
[109] journalism
[108] york
[108] columbiajourn
[106] pooja_chaudhuri
[106] life
[106] update
[106] moved
[106] last
[106] week

Top Words in Tweet in G5:
[111] data
[91] journalism
[19] story
[14] news
[13] #ddj
[12] research
[12] trump
[12] years
[12] independent
[11] raw

Top Words in Tweet in G6:
[86] #ddj
[84] interactive
[82] textyorgua_eng
[82] various
[81] under
[81] attack
[81] russia
[81] shelled
[81] ukraine
[81] map

Top Words in Tweet in G7:
[48] scicarde
[36] die
[34] #ddj
[32] woche
[25] #scicar22
[20] scicar
[20] keynote
[19] tickets
[18] nächste
[18] soweit

Top Words in Tweet in G9:
[50] olivermathenge
[50] data
[50] journalism
[39] still
[39] awe
[39] multimedia
[39] prowess
[39] played
[39] mimi
[39] ntaanza

Top Words in Tweet in G10:
[44] university
[27] media
[26] digital
[26] journalism
[25] cardiff
[25] school
[25] culture
[25] cardiffjomec
[25] recruiting
[25] senior

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[466] data,journalism
[229] many,more
[228] teju,working
[228] working,really
[228] really,hard
[228] hard,12
[228] 12,hrs
[228] hrs,shift
[228] shift,rehearsals
[228] rehearsals,many

Top Word Pairs in Tweet in G1:
[227] teju,working
[227] working,really
[227] really,hard
[227] hard,12
[227] 12,hrs
[227] hrs,shift
[227] shift,rehearsals
[227] rehearsals,many
[227] many,more
[227] more,things

Top Word Pairs in Tweet in G2:
[143] data,journalism
[50] teach,data
[50] journalism,always
[50] always,learning
[50] learning,week
[50] week,document
[50] document,things
[50] things,think
[50] think,help
[50] help,others

Top Word Pairs in Tweet in G3:
[114] сьогодні,ми
[114] ми,опублікували
[114] опублікували,ще
[114] ще,один
[114] один,проєкт
[114] проєкт,журналістики
[114] журналістики,даних
[114] даних,#ddj
[114] #ddj,присвячений
[114] присвячений,війні

Top Word Pairs in Tweet in G4:
[109] data,journalism
[107] journalism,columbiajourn
[106] life,update
[106] update,moved
[106] moved,york
[106] york,last
[106] last,week
[106] week,pursuing
[106] pursuing,ms
[106] ms,data

Top Word Pairs in Tweet in G5:
[41] data,journalism
[11] raw,story
[11] story,celebrating
[11] celebrating,18
[11] 18,years
[11] years,independent
[11] independent,journalism
[8] data,georgia
[7] trump,linked
[7] linked,firm

Top Word Pairs in Tweet in G6:
[84] interactive,#ddj
[81] under,attack
[81] attack,russia
[81] russia,shelled
[81] shelled,ukraine
[81] ukraine,interactive
[81] #ddj,map
[81] map,details
[81] details,various
[81] various,types

Top Word Pairs in Tweet in G7:
[18] nächste,woche
[18] woche,soweit
[18] soweit,violapriesemann
[18] violapriesemann,hält
[18] hält,die
[18] die,zweite
[18] zweite,keynote
[18] keynote,diesjährigen
[18] diesjährigen,scicar
[18] scicar,tickets

Top Word Pairs in Tweet in G9:
[39] still,awe
[39] awe,multimedia
[39] multimedia,journalism
[39] journalism,prowess
[39] prowess,played
[39] played,data
[39] data,olivermathenge
[39] olivermathenge,mimi
[39] mimi,ntaanza
[39] ntaanza,kushinda

Top Word Pairs in Tweet in G10:
[26] journalism,media
[25] cardiff,university
[25] university,school
[25] school,journalism
[25] media,culture
[25] culture,cardiffjomec
[25] cardiffjomec,recruiting
[25] recruiting,senior
[25] senior,lecturer
[25] lecturer,digital

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@itsmekhadiza
@textyorgua
@gijn
@columbiajourn
@pooja_chaudhuri
@textyorgua_eng
@alastairotter
@olivermathenge
@scicarde
@ejykmykel1

Top Mentioned in G1:
@itsmekhadiza
@tej_explorer
@itsmetejasswi

Top Mentioned in G2:
@gijn
@alastairotter
@propublica
@mediahackza
@pulitzer
@texastribune
@scmpnews
@revistapiaui
@novelodata
@thibitweets

Top Mentioned in G3:
@textyorgua

Top Mentioned in G4:
@columbiajourn
@pooja_chaudhuri
@jtblaeser
@universityofga
@grist

Top Mentioned in G5:
@sophiatseliem
@clairemilleruk
@kehinde_ayan
@djdouglascba

Top Mentioned in G6:
@textyorgua_eng
@textyorgua

Top Mentioned in G7:
@scicarde
@violapriesemann
@datentaeterin
@lillipulaura
@marc
@datawrapper
@jangeorgplavec
@data_meining
@giannagruen
@marcuspfeil

Top Mentioned in G8:
@samlevinson8
@moderatedew
@pen_bird
@ireneminkema
@yes_we_cat
@weinsteindr
@cool_grandad
@swanz2506
@coho29415979
@eye_seeeee

Top Mentioned in G9:
@olivermathenge
@leonlidigu
@sharon_momanyi
@julleberry
@2njer_i

Top Mentioned in G10:
@cardiffjomec
@chess_ess
@dfreelon

Top Tweeters
Top Tweeters in Entire Graph:
@hrblock_21
@_redfrog
@billm9
@john1966olsen
@indiatoday
@jjj5819
@russelltim151
@fabriciosx
@250praveen
@nortesur7

Top Tweeters in G1:
@humtsoemeripeni
@sushmi198
@alinsamal1
@shriyasisodiya
@avaishnavi3
@himanshjj
@tania_azgar
@ankitapatel2390
@soumyajeetpaul7
@ben50520887

Top Tweeters in G2:
@_redfrog
@guardian
@el_pais
@glynmoody
@welt
@straits_times
@bbcnews
@wsj
@scmpnews
@polishchukvlady

Top Tweeters in G3:
@nichkanightua
@motovilovka85
@lalitaamazing
@yuliyakyiv
@3jia_
@radiolemberg
@sevcityquarter
@cgtr
@he6opak
@clarazetkin20

Top Tweeters in G4:
@sumit_sangwan20
@vdhiman_89
@indiasbigdebate
@poppympf6666
@hiteshm09
@hatefreeworldx
@g_101010
@ajeet07242676
@agarwalgopal323
@rakesh31046324

Top Tweeters in G5:
@cbinflux
@jchapman1729
@knittingknots
@suriyasubraman
@sophiatseliem
@groundwatchnews
@dogetalist
@grjenkin
@dirk2112
@khalturadotcom

Top Tweeters in G6:
@stefan_laurell
@fireytopaz
@ow_my_back_
@benhaygood
@gontsa
@bear_risa
@jensutt6971
@galapop2
@lov_dem66
@saito_section_9

Top Tweeters in G7:
@fabriciosx
@dataaugmented
@k3vk4
@ntvde
@martingaedt
@datasciencebot_
@stz_news
@sz
@e_nterdiscipl
@_jakashi

Top Tweeters in G8:
@pen_bird
@cool_grandad
@whywouldyou_uk
@h7n33n
@lehired
@miss_gran_dia
@gomiriam63
@ireneminkema
@moderatedew
@ashvir2012

Top Tweeters in G9:
@mothoni_
@bennytothedj
@karryjay
@niick254
@beth_kasinga
@julleberry
@olivermathenge
@lanziniiii
@danelvisk
@mrbiwott

Top Tweeters in G10:
@raulpacheco
@wunpini_fm
@nikicheong
@monrodriguez
@danagavin1895
@martyolliff
@digitalethics
@sbmitche
@annatoccara
@chrislaumanson


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