#ddj OR (data journalism) since:2022-08-22 until:2022-08-29, Twitter, 8/29/2022 10:50:29 AM, 280927


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#ddj OR (data journalism) since:2022-08-22 until:2022-08-29 Twitter NodeXL SNA Map and Report for Mo
#ddj OR (data journalism) since:2022-08-22 until:2022-08-29 Twitter NodeXL SNA Map and Report for Mo
From:
SMRFoundation
Uploaded on:
August 29, 2022
Short Description:
#ddj OR (data journalism) since:2022-08-22 until:2022-08-29 via NodeXL https://bit.ly/3pPxTG6
@patrickstotz
@gijn
@ob_bln
@datentaeterin
@gijnru
@this0499154500
@gijnafrica
@washingtonpost
@sz
@scicarde

Top hashtags:
#ddj
#tejasswiprakash
#tejran
#karankundrra

Description:
Description
The graph represents a network of 2,592 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2022-08-22 until:2022-08-29", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 29 August 2022 at 10:41 UTC.

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 : 2592
Unique Edges : 3646
Edges With Duplicates : 486
Total Edges : 4132
Number of Edge Types : 5
Retweet : 1753
MentionsInRetweet : 1375
Mentions : 567
Tweet : 284
Replies to : 153
Self-Loops : 293
Reciprocated Vertex Pair Ratio : 0.0162967125597078
Reciprocated Edge Ratio : 0.0320707768869229
Connected Components : 362
Single-Vertex Connected Components : 132
Maximum Vertices in a Connected Component : 817
Maximum Edges in a Connected Component : 1633
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 3.920296
Graph Density : 0.000538574886477884
Modularity : 0.82597
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,592 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2022-08-22 until:2022-08-29", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 29 August 2022 at 10:41 UTC.

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 : TwitterSearch
Graph Term : #ddj OR (data journalism) since:2022-08-22 until:2022-08-29
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[309] https://www.smard.de/
[177] https://link.medium.com/ANKY0LbSIsb
[86] 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/
[81] https://gijn.org/2022/08/26/data-journalism-top-10-google-and-abortion-crisis-in-emergency-care-future-heatwaves-marvels-cinematic-network/
[56] https://www.thehindu.com/data/data-how-states-share-in-centres-taxes-declined-due-to-cesses-explained-in-5-charts/article65806829.ece
[49] http://www.edwardtufte.com
[45] https://www.bbc.com/news/world-europe-60506682
[42] https://www.themarginalian.org/2017/10/09/w-e-b-du-bois-diagrams/
[32] https://journalismcourses.org/course/advanced-data-journalism-doing-more-with-r/
[30] https://www.washingtonpost.com/investigations/2022/08/22/election-system-copied-files-trump/?pwapi_token=eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWJpZCI6IjQ1MTg2ODI3IiwicmVhc29uIjoiZ2lmdCIsIm5iZiI6MTY2MTIwNDAwNiwiaXNzIjoic3Vic2NyaXB0aW9ucyIsImV4cCI6MTY2MjQxMzYwNiwiaWF0IjoxNjYxMjA0MDA2LCJqdGkiOiJmZTQzODNkNC04MjVmLTRkZGYtYjA1Yy0xNDcxNjgyODU5MGMiLCJ1cmwiOiJodHRwczovL3d3dy53YXNoaW5ndG9ucG9zdC5jb20vaW52ZXN0aWdhdGlvbnMvMjAyMi8wOC8yMi9lbGVjdGlvbi1zeXN0ZW0tY29waWVkLWZpbGVzLXRydW1wLyJ9.trw1d66sB2dGc677EOYt6m35C6lmMCs904a83lN-bnQ&itid=gfta

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

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


Top URLs in Tweet in G3:
[72] https://gijn.org/2022/08/26/data-journalism-top-10-google-and-abortion-crisis-in-emergency-care-future-heatwaves-marvels-cinematic-network/
[27] https://pulitzercenter.org/grants-fellowships/opportunities-journalists/data-journalism-grants
[13] https://gijn.org/2022/08/23/top-10-ddj-svyazi-vliyatelnyih-kitaytsev-realnaya-yavka-izbirateley-v-rossii-granitsyi-mezhdu-indiey-i-pakistanom/
[11] 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
[9] https://newsinitiative.withgoogle.com/training/tools
[7] 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/
[7] 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
[6] https://gijn.org/hausa-regional-landing-page/
[6] https://mongabay.org/mongabay-investigates-tracking-deforestation-with-data-driven-journalism/
[5] https://ijnet.org/en/story/environmental-journalism-part-5-reporting-environmental-crime?utm_source=twitter&utm_medium=social

Top URLs in Tweet in G4:
[176] 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:
[6] https://www.sueddeutsche.de/projekte/artikel/gesellschaft/gegenderte-kindermode-rosa-hotpants-blaue-shorts-e701993/?reduced=true
[5] https://twitter.com/datentaeterin/status/1563460198010097664
[3] https://www.smard.de/

Top URLs in Tweet in G7:
[86] 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:
[56] 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:
[45] https://www.bbc.com/news/world-europe-60506682

Top URLs in Tweet in G10:
[7] https://twitter.com/ChElm/status/1563086598266564608
[6] https://twitter.com/RL_Institut/status/1562364087870181376
[3] https://nrch.de/scicar2022
[3] https://scicar22.sched.com/event/14aSF
[2] https://scicar22.sched.com/event/14aSO/klimadaten-for-future
[1] https://twitter.com/datentaeterin/status/1563460198010097664
[1] http://nrch.de/scicar2022
[1] https://twitter.com/wpk_daily/status/1560238268414820353
[1] https://www.smard.de/
[1] https://nr22.sched.com/event/18QAi

Top Domains
Top Domains in Tweet in Entire Graph:
[311] smard.de
[198] medium.com
[186] twitter.com
[127] gijn.org
[86] wordpress.com
[59] co.uk
[56] thehindu.com
[49] edwardtufte.com
[45] bbc.com
[42] themarginalian.org

Top Domains in Tweet in G1:
[306] smard.de
[4] spiegel.de

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

Top Domains in Tweet in G3:
[111] gijn.org
[28] pulitzercenter.org
[20] medium.com
[11] ijnet.org
[10] co.za
[9] twitter.com
[9] withgoogle.com
[6] mongabay.org
[4] europeandatajournalism.eu
[4] ipi.media

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

Top Domains in Tweet in G5:
[31] 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:
[6] sueddeutsche.de
[5] twitter.com
[3] smard.de

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

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

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[623] ddj
[228] tejasswiprakash
[220] tejran
[216] karankundrra
[215] tejatroops
[210] tejranfam
[208] vlogs
[208] biggboss
[96] dataviz
[73] media



Top Hashtags in Tweet in G1:
[6] ddj

Top Hashtags in Tweet in G2:
[233] ddj
[228] tejasswiprakash
[220] tejran
[216] karankundrra
[215] tejatroops
[210] tejranfam
[208] vlogs
[208] biggboss
[9] tejatrooops
[9] new

Top Hashtags in Tweet in G3:
[38] ddj
[9] grants
[7] ijnotes
[6] freelancing
[6] climatechange
[4] datajournalism
[2] pegasusspyware
[2] datajournalists
[2] elearning
[1] serenawilliams

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:
[99] ddj
[6] dataviz

Top Hashtags in Tweet in G8:
[56] federalism
[56] media

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

Top Hashtags in Tweet in G10:
[51] ddj
[45] scicar22
[16] datascience
[7] ai
[6] opensource
[3] hiring
[1] datajournalism
[1] osint
[1] klimajournalismus
[1] nr22

Top Words
Top Words in Tweet in Entire Graph:
[1716] data
[1410] journalism
[939] #ddj
[419] visual
[358] bbc
[326] daten
[319] stromerzeugung
[311] plattform
[311] bundesnetzagentur
[311] kam

Top Words in Tweet in G1:
[311] #ddj
[307] daten
[306] plattform
[306] bundesnetzagentur
[306] kam
[306] samstag
[306] ausfall
[306] meldung
[306] stromerzeugung
[306] solarenergie

Top Words in Tweet in G2:
[233] #ddj
[228] itsmetejasswi
[228] #tejasswiprakash
[220] #tejran
[219] kkundrra
[216] #karankundrra
[215] #tejatroops
[210] #tejranfam
[208] #vlogs
[208] #biggboss

Top Words in Tweet in G3:
[228] data
[185] journalism
[53] 10
[51] в
[45] first
[42] driven
[39] gijn
[39] help
[39] #ddj
[38] journalists

Top Words in Tweet in G4:
[352] bbc
[352] visual
[352] data
[352] journalism
[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
[176] team
[176] works
[176] graphics

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

Top Words in Tweet in G6:
[106] sz
[102] #ddj
[94] stereotypen
[94] kinderkleidung
[93] die
[88] nachdem
[88] analyse
[88] viel
[88] interesse
[88] gestoßen

Top Words in Tweet in G7:
[86] created
[86] 2014
[86] mirotvorets
[86] aims
[86] identify
[86] publish
[86] personal
[86] data
[86] journalists
[86] artists

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

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

Top Words in Tweet in G10:
[56] #ddj
[46] #scicar22
[22] die
[19] scicarde
[19] #datascience
[18] moderiert
[15] daten
[14] journalism
[14] dortmund
[11] morgen

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[797] data,journalism
[371] visual,data
[355] bbc,visual
[311] plattform,bundesnetzagentur
[311] bundesnetzagentur,kam
[311] kam,samstag
[311] samstag,ausfall
[311] ausfall,meldung
[311] meldung,stromerzeugung
[311] stromerzeugung,solarenergie

Top Word Pairs in Tweet in G1:
[306] plattform,bundesnetzagentur
[306] bundesnetzagentur,kam
[306] kam,samstag
[306] samstag,ausfall
[306] ausfall,meldung
[306] meldung,stromerzeugung
[306] stromerzeugung,solarenergie
[306] solarenergie,folgte
[306] folgte,lehrstück
[306] lehrstück,politische

Top Word Pairs in Tweet in G2:
[217] itsmetejasswi,#tejasswiprakash
[214] kkundrra,itsmetejasswi
[210] #tejran,#tejranfam
[208] #vlogs,#ddj
[208] #ddj,#biggboss
[208] #biggboss,laddoo's
[208] laddoo's,cutest
[208] cutest,punjabi
[208] punjabi,kkundrra
[208] #tejasswiprakash,#karankundrra

Top Word Pairs in Tweet in G3:
[106] data,journalism
[42] data,driven
[42] driven,journalism
[25] top,10
[24] innovative,data
[24] journalism,projects
[24] projects,spotlight
[24] spotlight,underreported
[24] underreported,issues
[23] journalism,top

Top Word Pairs in Tweet in G4:
[352] bbc,visual
[352] visual,data
[352] data,journalism
[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
[176] journalism,team
[176] team,works
[176] works,graphics
[176] graphics,bbc

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
[88] blick,hinter

Top Word Pairs in Tweet in G7:
[86] created,2014
[86] 2014,mirotvorets
[86] mirotvorets,aims
[86] aims,identify
[86] identify,publish
[86] publish,personal
[86] personal,data
[86] data,journalists
[86] journalists,artists
[86] artists,politicians

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

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

Top Word Pairs in Tweet in G10:
[10] #ddj,#datascience
[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] beweisen,beschreiben

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@itsmetejasswi
@kkundrra
@sz
@bbcworld
@thestudyofwar
@criticalthreats
@abtran
@gijn
@pulitzercenter
@bellingcat

Top Mentioned in G1:
@scicarde

Top Mentioned in G2:
@itsmetejasswi
@kkundrra
@simbanagpal7

Top Mentioned in G3:
@pulitzercenter
@gijn
@mediahackza
@natobserver
@business
@ladataviz
@googlenewsinit
@teganbedser
@tbij
@thetimes

Top Mentioned in G5:
@djdouglascba

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

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

Top Mentioned in G10:
@scicarde
@chelm
@laurabronner
@morshahrezaye
@daten_drang
@ldreesbach
@c_endt
@marvinmilatz
@dangerscarf
@rl_institut

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
@canal44tv

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
@unknownoutrider
@sovietarmyfan

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


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