#ddj OR (data journalism), Twitter, 8/29/2022 8:55:47 PM, 280962


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#ddj OR (data journalism)_2022-08-29_09-30-02.xlsx
#ddj OR (data journalism)_2022-08-29_09-30-02.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 29, 2022
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3ArkAAC
@patrickstotz
@gijn
@ob_bln
@datentaeterin
@gijnru
@this0499154500
@scicarde
@gijnafrica
@washingtonpost
@sz

Top hashtags:
#ddj
#tejasswiprakash
#karankundrra
#vlogs
#biggboss
#dataviz
#federalism
#scicar22

Description:
Description
The graph represents a network of 2,625 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, 29 August 2022 at 16:33 UTC.

The requested start date was Monday, 29 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, 39-minute period from Monday, 22 August 2022 at 00:02 UTC to Sunday, 28 August 2022 at 22:41 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 : 2625
Unique Edges : 1797
Edges With Duplicates : 3761
Total Edges : 5558
Number of Edge Types : 5
Retweet : 1783
MentionsInRetweet : 2773
Mentions : 568
Tweet : 287
Replies to : 147
Self-Loops : 302
Reciprocated Vertex Pair Ratio : 0.0169388989715668
Reciprocated Edge Ratio : 0.033313503866746
Connected Components : 366
Single-Vertex Connected Components : 133
Maximum Vertices in a Connected Component : 822
Maximum Edges in a Connected Component : 2091
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.994758
Graph Density : 0.000488095238095238
Modularity : 0.583869
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,625 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, 29 August 2022 at 16:33 UTC.

The requested start date was Monday, 29 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, 39-minute period from Monday, 22 August 2022 at 00:02 UTC to Sunday, 28 August 2022 at 22:41 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:
[314] https://www.smard.de/
[24] https://gijn.org/2022/08/26/data-journalism-top-10-google-and-abortion-crisis-in-emergency-care-future-heatwaves-marvels-cinematic-network/
[16] https://pressgazette.co.uk/job/head-of-visual-data-journalism-guardian-media-group/
[15] https://twitter.com/jburnmurdoch/status/1562004612172873728
[10] https://gijn.org/2022/08/23/top-10-ddj-svyazi-vliyatelnyih-kitaytsev-realnaya-yavka-izbirateley-v-rossii-granitsyi-mezhdu-indiey-i-pakistanom/
[10] https://journalismcourses.org/course/advanced-data-journalism-doing-more-with-r/
[9] 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://www.journalism.co.uk/news/10-media-research-hubs-for-journalists/s2/a744411/
[9] https://pulitzercenter.org/grants-fellowships/opportunities-journalists/data-journalism-grants
[9] https://www.rawstory.com/liberty-counsel-trump/

Top URLs in Tweet in G1:
[309] https://www.smard.de/
[1] https://www.spiegel.de/wirtschaft/erdgas-lieferungen-russlands-anteil-faellt-auf-12-prozent-a-0ac40974-034b-421c-930d-5be2256a2ef2

Top URLs in Tweet in G2:
[1] https://www.youtube.com/watch?v=lznUj9cGnPc&feature=youtu.be


Top URLs in Tweet in G3:
[16] https://gijn.org/2022/08/26/data-journalism-top-10-google-and-abortion-crisis-in-emergency-care-future-heatwaves-marvels-cinematic-network/
[10] https://gijn.org/2022/08/23/top-10-ddj-svyazi-vliyatelnyih-kitaytsev-realnaya-yavka-izbirateley-v-rossii-granitsyi-mezhdu-indiey-i-pakistanom/
[7] 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
[4] 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/
[4] https://pulitzercenter.org/grants-fellowships/opportunities-journalists/data-journalism-grants
[4] https://ijnet.org/en/story/environmental-journalism-part-5-reporting-environmental-crime?utm_source=twitter&utm_medium=social
[2] 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%3Fsource%3Dsocial.tw
[2] https://www.africadatahub.org/data-resources/covid-wave-watch
[1] http://teachershortages.com/
[1] https://twitter.com/USATODAY/status/1563880325033639941

Top URLs in Tweet in G4:
[1] https://link.medium.com/ANKY0LbSIsb

Top URLs in Tweet in G5:
[9] https://twitter.com/jburnmurdoch/status/1562004612172873728
[9] https://www.rawstory.com/liberty-counsel-trump/
[5] https://gijn.org/2022/08/26/data-journalism-top-10-google-and-abortion-crisis-in-emergency-care-future-heatwaves-marvels-cinematic-network/
[4] 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/
[4] https://www.journalism.co.uk/news/10-media-research-hubs-for-journalists/s2/a744411/
[2] https://pulitzercenter.org/grants-fellowships/opportunities-journalists/data-journalism-grants
[2] http://www.verigazeteciligi.com/r-destekli-acik-kaynak-gorsellestirme-araci-inzight/
[2] http://Vis.stanford.edu
[2] http://www.verigazeteciligi.com/datawrangler-vis-stanford-edunun-veri-temizleme-donusturme-araci/
[2] https://veribulteni.voyd.org.tr/e-book/

Top URLs in Tweet in G6:
[3] https://www.smard.de/
[1] https://www.sueddeutsche.de/projekte/artikel/gesellschaft/gegenderte-kindermode-rosa-hotpants-blaue-shorts-e701993/?reduced=true
[1] https://twitter.com/datentaeterin/status/1563460198010097664

Top URLs in Tweet in G7:
[1] https://ingaza.wordpress.com/2021/06/12/im-on-a-hit-list-kiev-allows-to-silence-dissent-journalism-thats-all-you-need-to-know-about-ukrainian-democracy/

Top URLs in Tweet in G8:
[1] https://www.thehindu.com/data/data-how-states-share-in-centres-taxes-declined-due-to-cesses-explained-in-5-charts/article65806829.ece

Top URLs in Tweet in G9:
[2] https://www.bbc.com/news/world-europe-60506682

Top URLs in Tweet in G10:
[4] https://nrch.de/scicar2022
[2] https://scicar22.sched.com/event/14aSO/klimadaten-for-future
[1] https://twitter.com/RL_Institut/status/1562364087870181376
[1] https://twitter.com/wpk_daily/status/1560238268414820353
[1] https://twitter.com/ChElm/status/1563086598266564608
[1] https://www.smard.de/
[1] https://scicar22.sched.com/event/14aSF
[1] https://nr22.sched.com/event/18QAi

Top Domains
Top Domains in Tweet in Entire Graph:
[314] smard.de
[82] twitter.com
[52] gijn.org
[44] co.uk
[16] medium.com
[13] journalismcourses.org
[12] rawstory.com
[11] pulitzercenter.org
[10] youtube.com
[9] datasketch.co

Top Domains in Tweet in G1:
[309] smard.de
[1] spiegel.de

Top Domains in Tweet in G2:
[1] youtube.com

Top Domains in Tweet in G3:
[38] gijn.org
[13] medium.com
[8] ijnet.org
[5] twitter.com
[5] pulitzercenter.org
[3] co.za
[3] africadatahub.org
[1] teachershortages.com
[1] datajournalism.com
[1] europeandatajournalism.eufre

Top Domains in Tweet in G4:
[1] medium.com

Top Domains in Tweet in G5:
[32] twitter.com
[12] co.uk
[10] gijn.org
[10] rawstory.com
[5] freshershome.com
[4] earthjournalism.net
[4] verigazeteciligi.com
[4] bigearth-data.com
[2] pulitzercenter.org
[2] medium.com

Top Domains in Tweet in G6:
[3] smard.de
[1] sueddeutsche.de
[1] twitter.com

Top Domains in Tweet in G7:
[1] wordpress.com

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

Top Domains in Tweet in G9:
[2] bbc.com

Top Domains in Tweet in G10:
[4] nrch.de
[4] sched.com
[3] twitter.com
[1] smard.de

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[378] ddj
[219] tejasswiprakash
[218] karankundrra
[213] vlogs
[213] biggboss
[88] dataviz
[58] federalism
[27] scicar22
[26] journalism
[23] datajournalism



Top Hashtags in Tweet in G1:
[3] ddj

Top Hashtags in Tweet in G2:
[225] ddj
[219] tejasswiprakash
[218] karankundrra
[213] vlogs
[213] biggboss
[11] tejran
[4] tejatroops
[3] tejranfam
[3] ddjwithkaran
[3] dancedeewanejuniors

Top Hashtags in Tweet in G3:
[28] ddj
[7] ijnotes
[6] climatechange
[2] pegasusspyware
[2] datajournalists
[2] datajournalism
[2] mapping
[1] freelancing
[1] serenawilliams
[1] osint

Top Hashtags in Tweet in G5:
[15] ddj
[8] journalism
[5] tutjourn2022
[5] datajournalism
[5] 数据新闻精选
[4] data
[4] dataviz
[3] tutgciswomeninmedia
[2] rddj
[2] tool

Top Hashtags in Tweet in G6:
[7] ddj
[1] dataviz

Top Hashtags in Tweet in G8:
[58] federalism
[1] media

Top Hashtags in Tweet in G9:
[2] russia
[2] ukraine

Top Hashtags in Tweet in G10:
[26] scicar22
[18] ddj
[7] ai
[4] datascience
[1] datajournalism
[1] osint
[1] opensource
[1] klimajournalismus
[1] hiring
[1] nr22

Top Words
Top Words in Tweet in Entire Graph:
[1400] data
[811] journalism
[378] #ddj
[314] patrickstotz
[314] plattform
[314] bundesnetzagentur
[314] kam
[314] samstag
[314] ausfall
[314] meldung

Top Words in Tweet in G1:
[309] plattform
[309] bundesnetzagentur
[309] kam
[309] samstag
[309] ausfall
[309] meldung
[308] patrickstotz
[8] prozent
[5] jahr
[4] russland

Top Words in Tweet in G2:
[225] #ddj
[222] kkundrra
[220] itsmetejasswi
[219] #tejasswiprakash
[218] #karankundrra
[213] #vlogs
[213] #biggboss
[213] laddoo's
[213] cutest
[213] punjabi

Top Words in Tweet in G3:
[165] data
[139] journalism
[112] gijn
[42] в
[40] 10
[33] week
[31] help
[28] top
[28] #ddj
[27] driven

Top Words in Tweet in G4:
[177] bbc
[177] visual
[177] data
[176] bbcは2018年からデータの可視化にrのggplotを使っていて
[176] bbcスタイルのグラフを作成するためのbbplotなるパッケージを公表しているとのこと
[176] 今度遊んでみたい
[175] yohei_econ
[175] journa
[2] journalism

Top Words in Tweet in G5:
[156] data
[118] journalism
[20] news
[18] entry
[17] more
[17] য
[15] media
[15] #ddj
[15] র
[14] story

Top Words in Tweet in G6:
[98] datentaeterin
[97] sz
[94] kinderkleidung
[94] stereotypen
[88] nachdem
[88] analyse
[88] viel
[88] interesse
[88] gestoßen
[88] kleiner

Top Words in Tweet in G7:
[92] created
[92] 2014
[92] mirotvorets
[92] aims
[92] identify
[92] publish
[92] personal
[92] data
[92] journalists
[92] artists

Top Words in Tweet in G8:
[58] states
[58] share
[58] union
[58] taxes
[58] declined
[58] due
[58] cess
[58] graphs
[58] prove
[58] #federalism

Top Words in Tweet in G9:
[90] thestudyofwar
[47] data
[47] journalism
[46] using
[46] maps
[46] criticalthreats
[46] bbcworld's
[46] visual
[46] team
[46] chronicles

Top Words in Tweet in G10:
[35] scicarde
[26] #scicar22
[18] #ddj
[15] die
[14] dortmund
[12] journalism
[11] morgen
[11] zukunft
[9] hören
[9] panel

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[373] data,journalism
[314] plattform,bundesnetzagentur
[314] bundesnetzagentur,kam
[314] kam,samstag
[314] samstag,ausfall
[314] ausfall,meldung
[313] patrickstotz,plattform
[217] kkundrra,itsmetejasswi
[214] itsmetejasswi,#tejasswiprakash
[213] #vlogs,#ddj

Top Word Pairs in Tweet in G1:
[309] plattform,bundesnetzagentur
[309] bundesnetzagentur,kam
[309] kam,samstag
[309] samstag,ausfall
[309] ausfall,meldung
[308] patrickstotz,plattform
[4] russland,stellte
[4] stellte,jahr
[4] jahr,40
[4] 40,prozent

Top Word Pairs in Tweet in G2:
[217] kkundrra,itsmetejasswi
[214] itsmetejasswi,#tejasswiprakash
[213] #vlogs,#ddj
[213] #ddj,#biggboss
[213] #biggboss,laddoo's
[213] laddoo's,cutest
[213] cutest,punjabi
[213] punjabi,kkundrra
[213] #tejasswiprakash,#karankundrra
[212] antraontu,#vlogs

Top Word Pairs in Tweet in G3:
[88] data,journalism
[27] data,driven
[27] driven,journalism
[24] top,10
[23] journalism,top
[20] gijn,data
[17] 10,week
[16] journalism,grants
[16] grants,pulitzercenter
[16] pulitzercenter,offering

Top Word Pairs in Tweet in G4:
[177] bbc,visual
[177] visual,data
[176] bbcは2018年からデータの可視化にrのggplotを使っていて,bbcスタイルのグラフを作成するためのbbplotなるパッケージを公表しているとのこと
[176] bbcスタイルのグラフを作成するためのbbplotなるパッケージを公表しているとのこと,今度遊んでみたい
[176] 今度遊んでみたい,bbc
[175] yohei_econ,bbcは2018年からデータの可視化にrのggplotを使っていて
[175] data,journa
[2] data,journalism

Top Word Pairs in Tweet in G5:
[55] data,journalism
[18] data,entry
[11] raw,story
[11] story,celebrating
[11] celebrating,18
[11] 18,years
[11] years,independent
[11] independent,journalism
[10] data,hack
[10] hack,reveals

Top Word Pairs in Tweet in G6:
[88] nachdem,sz
[88] sz,analyse
[88] analyse,stereotypen
[88] stereotypen,kinderkleidung
[88] kinderkleidung,viel
[88] viel,interesse
[88] interesse,gestoßen
[88] gestoßen,kleiner
[88] kleiner,blick
[87] datentaeterin,nachdem

Top Word Pairs in Tweet in G7:
[92] created,2014
[92] 2014,mirotvorets
[92] mirotvorets,aims
[92] aims,identify
[92] identify,publish
[92] publish,personal
[92] personal,data
[92] data,journalists
[92] journalists,artists
[92] artists,politicians

Top Word Pairs in Tweet in G8:
[58] states,share
[58] share,union
[58] union,taxes
[58] taxes,declined
[58] declined,due
[58] due,cess
[58] cess,graphs
[58] graphs,prove
[58] prove,#federalism
[58] #federalism,being

Top Word Pairs in Tweet in G9:
[46] using,maps
[46] maps,data
[46] data,thestudyofwar
[46] thestudyofwar,criticalthreats
[46] criticalthreats,bbcworld's
[46] bbcworld's,visual
[46] visual,journalism
[46] journalism,team
[46] team,chronicles
[46] chronicles,shifting

Top Word Pairs in Tweet in G10:
[8] wenige,tage
[8] tage,#scicar22
[8] #scicar22,hören
[8] hören,man
[8] man,kausalzusammenhänge
[8] kausalzusammenhänge,sinnvoll
[8] sinnvoll,untersuchen
[8] untersuchen,beweisen
[8] welche,datensätze
[8] datensätze,erlauben

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@patrickstotz
@kkundrra
@itsmetejasswi
@antraontu
@yohei_econ
@gijn
@datentaeterin
@sz
@evakbartlett
@derekobrienmp

Top Mentioned in G1:
@patrickstotz
@hdambeck
@scicarde

Top Mentioned in G2:
@kkundrra
@itsmetejasswi
@antraontu
@itsmekhadiza
@simbanagpal7
@hidoikyou
@colorstv
@officialjiotv
@adhiramandakini

Top Mentioned in G3:
@gijn
@gijnafrica
@pulitzercenter
@alastairotter
@mediahackza
@business
@teganbedser
@outlierafrica
@tbij
@thetimes

Top Mentioned in G4:
@yohei_econ

Top Mentioned in G5:
@dagmedyaveri
@voydorg
@djdouglascba

Top Mentioned in G6:
@datentaeterin
@sz
@dr_xeo
@patrickstotz
@bbbrille
@nasablowski
@vorsamer

Top Mentioned in G7:
@evakbartlett

Top Mentioned in G8:
@derekobrienmp

Top Mentioned in G9:
@bbcworld
@thestudyofwar
@criticalthreats
@aajtak
@abpnews
@cnnnews18

Top Mentioned in G10:
@scicarde
@nrecherche
@chelm
@dangerscarf
@marvinmilatz
@k_m_schmidt
@diw_berlin
@datentaeterin
@sz
@patrickstotz

Top Tweeters
Top Tweeters in Entire Graph:
@m_m1941
@hrblock_21
@hirogallery
@inabster
@_redfrog
@menabster
@cnnnews18
@s_total_s2
@brandonmscales
@unlewis

Top Tweeters in G1:
@die_primel
@martingaedt
@freediver_doris
@newborl
@echeloni2p
@coraxaroc
@bindermichi
@svenuckermann
@3811015
@hellinvernel

Top Tweeters in G2:
@humtsoemeripeni
@sushmi198
@sushma21sush
@alinsamal1
@colorstv
@ankitapatel2390
@tania_azgar
@khawajamuhimran
@karanku78763037
@youncole

Top Tweeters in G3:
@_redfrog
@business
@bbcnews
@washingtonpost
@pmihail1
@usatoday
@scmpnews
@ap
@dwnews
@thetimes

Top Tweeters in G4:
@m_m1941
@beerlove_ryo
@ienaga045
@yutakama
@mr_konn
@hyamaguchi
@mojin
@rijin_nakamura
@niszet0
@terazzo

Top Tweeters in G5:
@knittingknots
@smp0312
@nazmulmarketer1
@suriyasubraman
@rehownet2
@pitiesdi
@patwhite70
@googeliart
@khaleejtimes
@freshers_home

Top Tweeters in G6:
@nicebastard
@joanbleicher
@sz
@schmidt_fu
@nachtsonnen
@siranda52807888
@endurange
@gtannhaeuser
@c_caviglia
@beritmiriam

Top Tweeters in G7:
@inabster
@menabster
@s_total_s2
@kostigoff
@yocibou
@katalin_pota
@levyloiseau
@virgilioponce
@marielsiviglia
@standtalleurope

Top Tweeters in G8:
@albypanakalam
@s_k_chaudhary
@suhasinih
@abhinavcj
@aaryuru
@rizwn79964944
@ravikaimal
@jamadersaker
@aitcalok
@rajuchakdar13

Top Tweeters in G9:
@hirogallery
@cnnnews18
@aajtak
@free_media_hub
@francvs
@abpnews
@bbcworld
@cvinardell
@turgut_guliyev
@unknownoutrider

Top Tweeters in G10:
@godfrey_g_
@hiringcare
@pythonroboto
@nvsdata
@ndr
@nicolakuhrt
@danieldrepper
@netzpiloten
@lorz
@djvde


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