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#ddj OR (data journalism) since:2022-05-02 until:2022-05-09 Twitter NodeXL SNA Map and Report for Mo (experimental version)
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From:
SMRFoundation
Uploaded on:
May 09, 2022
Short Description:
#ddj OR (data journalism) since:2022-05-02 until:2022-05-09 via NodeXL https://bit.ly/3LZmHAi
@kkundrra
@this0499154500
@gijn
@alastairotter
@officialjiotv
@marzipestonji
@colorstv
@itsmetejasswi
@oieg_
@istories_media

Top hashtags:
#ddj
#dancedeewanejuniors

Description:
Description
The graph represents a network of 3,843 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2022-05-02 until:2022-05-09", 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, 09 May 2022 at 09:10 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 1-minute period from Monday, 02 May 2022 at 00:10 UTC to Sunday, 08 May 2022 at 23:12 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 : 3843
Unique Edges : 8350
Edges With Duplicates : 4684
Total Edges : 13034
Number of Edge Types : 5
Retweet : 4498
MentionsInRetweet : 7046
Mentions : 721
Replies to : 279
Tweet : 490
Self-Loops : 515
Reciprocated Vertex Pair Ratio : 0.00763514201364145
Reciprocated Edge Ratio : 0.015154576682158
Connected Components : 401
Single-Vertex Connected Components : 142
Maximum Vertices in a Connected Component : 2181
Maximum Edges in a Connected Component : 10383
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.584827
Graph Density : 0.000670377924369612
Modularity : 0.499411
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,843 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2022-05-02 until:2022-05-09", 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, 09 May 2022 at 09:10 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 1-minute period from Monday, 02 May 2022 at 00:10 UTC to Sunday, 08 May 2022 at 23:12 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:2022-05-02 until:2022-05-09
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:
[77] https://istories.media/investigations/2022/05/04/yunie-bednie-mertvie/?utm_source=twitter&utm_medium=mainpage&utm_campaign=yunie-bednie-mertvie
[71] https://gijn.org/2022/05/06/data-journalism-top-10-internet-shutdowns-elon-musks-tweets-russian-army-deaths-accessible-dataviz/
[56] https://www.khabribhai.com/dance-deewane-juniors-ddj-episode-5-mega-auditions-written-updates-7-may-2022-hardcore-15-selections/
[29] https://www.economist.com/1843/2022/05/04/why-oligarchs-love-european-data-protection-laws
[26] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fdata-journalism-tools-and-resources-8df1c3d96c13%3Fsource%3Dsocial.tw
[22] https://www.muckrock.com/jobs/#data
[22] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fdata-journalism-tools-and-resources-8df1c3d96c13
[20] https://datajournalism.com/read/blog/pyhton-and-r-for-data-journalism
[18] https://twitter.com/ColorsTV/status/1523306192910819328
[17] https://leanpub.com/gettingstartedwithdatajournalism/

Top URLs in Tweet in G1:
[56] https://www.khabribhai.com/dance-deewane-juniors-ddj-episode-5-mega-auditions-written-updates-7-may-2022-hardcore-15-selections/
[18] https://twitter.com/ColorsTV/status/1523306192910819328
[10] https://www.youtube.com/watch?v=zu4qPCUXs1c&feature=youtu.be

[8] https://twitter.com/GossipsTv/status/1522469839301873664
[8] https://twitter.com/tejranlove20/status/1522982485415538689
[7] https://twitter.com/MXPlayer/status/1521512415879626753
[6] https://www.youtube.com/watch?v=eGbrfWF5MAk&feature=youtu.be

[5] https://twitter.com/kaur_2806/status/1522888938561490945
[4] https://twitter.com/Purnima80942927/status/1521118585594458112
[3] https://twitter.com/RaadeHiRaade/status/1521418141888225280

Top URLs in Tweet in G2:
[6] https://dailyexpose.uk/2022/05/07/ukgov-data-shows-nobody-should-be-injected/
[3] https://twitter.com/afneil/status/1522976189953937408

Top URLs in Tweet in G3:
[24] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fdata-journalism-tools-and-resources-8df1c3d96c13%3Fsource%3Dsocial.tw
[22] https://www.muckrock.com/jobs/#data
[19] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fdata-journalism-tools-and-resources-8df1c3d96c13
[17] https://leanpub.com/gettingstartedwithdatajournalism/
[16] https://www.muckrock.com/jobs/
[16] https://datajournalism.com/read/blog/pyhton-and-r-for-data-journalism
[14] https://blog.elevatedataviz.com/the-types-of-data-stories/
[13] https://www.africadatahub.org/opportunities/odipodev-data-journalism-fellowship
[11] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fwe-train-journalists-from-africa-in-data-journalism-online-heres-what-we-ve-learned-f5bbcc8dca89
[11] https://clairemiller.net/blog/2022/05/data-journalism-for-beginners-how-to-make-a-live-updating-council-election-map-for-candidates-and-results/

Top URLs in Tweet in G4:
[3] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fdata-journalism-tools-and-resources-8df1c3d96c13
[2] https://www.rawstory.com/john-boehner/
[2] https://twitter.com/davidjoachim/status/1519361726386515969
[2] https://www.zdnet.com/article/dell-targets-multi-cloud-ecosystem-with-cyber-recovery-and-data-analytics/
[2] https://twitter.com/GossipsTv/status/1522469839301873664
[2] https://twitter.com/ShekharGupta/status/1522570958329970688
[2] https://itbusinessnet.com/2022/01/call-for-entries-narees-72nd-annual-real-estate-journalism-competition-module-opens-feb-1/
[2] https://tweetedtimes.com/topic.process
[1] https://twitter.com/klimadashboard/status/1520851543402192896
[1] https://twitter.com/phkule/status/1521086784196980736

Top URLs in Tweet in G5:
[68] https://gijn.org/2022/05/06/data-journalism-top-10-internet-shutdowns-elon-musks-tweets-russian-army-deaths-accessible-dataviz/
[14] https://gijn.org/2022/05/02/top-10-ddj-kto-u-vas-v-koshelke-klimaticheskaya-igra-nalogovoe-neravenstvo/
[8] https://gijn.org/2022/04/29/data-journalism-top-10-climate-game-tax-inequality-weather-proverbs-musical-politics-whos-in-your-wallet/
[6] https://twitter.com/theobserver/status/1520771155031994368
[3] https://gijn.org/2022/03/25/data-journalism-top-10-russias-mistakes-ukrainian-refugees-hong-kongs-covid-crisis-best-dataviz/
[3] https://gijn.org/2022/05/02/heshteg-ddj-v-tvittere-i-evolyutsiya-soobschestva-data-zhurnalistov/
[2] https://twitter.com/mtdukes/status/1520735400897265666
[2] https://gijn.org/data-journalism-training-courses/
[1] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fdata-journalism-tools-and-resources-8df1c3d96c13%3Fsource%3Dsocial.tw
[1] https://www.youtube.com/watch?v=FqIbkjkKkAw&feature=youtu.be


Top URLs in Tweet in G7:
[77] https://istories.media/investigations/2022/05/04/yunie-bednie-mertvie/?utm_source=twitter&utm_medium=mainpage&utm_campaign=yunie-bednie-mertvie
[8] https://www.youtube.com/watch?v=FqIbkjkKkAw&feature=youtu.be

[8] https://youtu.be/FqIbkjkKkAw?utm_source=twitter&utm_medium=mainpage

Top URLs in Tweet in G8:
[28] https://www.economist.com/1843/2022/05/04/why-oligarchs-love-european-data-protection-laws

Top URLs in Tweet in G10:
[1] https://twitter.com/ajrobertsshow/status/1521760180958076933
[1] https://www.youtube.com/watch?v=3cMF284cLKc&feature=youtu.be


Top Domains
Top Domains in Tweet in Entire Graph:
[264] twitter.com
[118] gijn.org
[106] medium.com
[77] istories.media
[56] khabribhai.com
[42] youtube.com
[38] muckrock.com
[29] economist.com
[21] google.com
[20] datajournalism.com

Top Domains in Tweet in G1:
[80] twitter.com
[56] khabribhai.com
[19] youtube.com
[7] instagram.com

Top Domains in Tweet in G2:
[6] dailyexpose.uk
[3] twitter.com

Top Domains in Tweet in G3:
[98] medium.com
[38] muckrock.com
[20] africadatahub.org
[20] twitter.com
[17] leanpub.com
[16] co.za
[16] datajournalism.com
[14] elevatedataviz.com
[12] gijn.org
[11] clairemiller.net

Top Domains in Tweet in G4:
[27] twitter.com
[4] tweetedtimes.com
[4] medium.com
[2] rawstory.com
[2] youtube.com
[2] zdnet.com
[2] facebook.com
[2] gijn.org
[2] martech.org
[2] freshershome.com

Top Domains in Tweet in G5:
[98] gijn.org
[10] twitter.com
[1] medium.com
[1] youtube.com
[1] youtu.be
[1] theverge.com
[1] propublica.org
[1] newsobserver.com

Top Domains in Tweet in G7:
[77] istories.media
[8] youtube.com
[8] youtu.be

Top Domains in Tweet in G8:
[28] economist.com

Top Domains in Tweet in G10:
[1] twitter.com
[1] youtube.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3843] ddj
[2836] dancedeewanejuniors
[2835] karankundrra
[1982] colors
[1982] jiotv
[1532] tejran
[1453] kkundrrasquad
[1272] norafatehi
[1236] wednesdaythought
[997] tejranfam



Top Hashtags in Tweet in G1:
[3381] ddj
[2814] dancedeewanejuniors
[2778] karankundrra
[1976] colors
[1976] jiotv
[1462] tejran
[1449] kkundrrasquad
[1270] norafatehi
[1232] wednesdaythought
[991] tejranfam

Top Hashtags in Tweet in G3:
[136] ddj
[100] datajournalism
[24] dataviz
[22] journojobs
[17] africa
[16] journalism
[15] onlinelearning
[15] r
[15] python
[14] podcasts

Top Hashtags in Tweet in G4:
[46] ddj
[9] tejran
[7] journalism
[7] data
[7] naagin6
[4] worldpressfreedomday
[4] ddjwithkaran
[2] sensors
[2] pressfreedom
[2] analytics

Top Hashtags in Tweet in G5:
[23] ddj
[15] tuckercarlson
[10] securityforsale
[2] covid19
[1] qanon
[1] dataviz
[1] datajournalism
[1] datenvisualisierung
[1] msm
[1] periodismo

Top Hashtags in Tweet in G7:
[85] ddj

Top Words
Top Words in Tweet in Entire Graph:
[3864] #ddj
[2836] #karankundrra
[2836] #dancedeewanejuniors
[2489] pm
[2368] kkundrra
[2053] watch
[1986] sat
[1986] sun
[1984] marzipestonji
[1982] #colors

Top Words in Tweet in G1:
[3382] #ddj
[2814] #dancedeewanejuniors
[2779] #karankundrra
[2480] pm
[2356] kkundrra
[2039] watch
[1980] sat
[1980] sun
[1977] marzipestonji
[1976] #colors

Top Words in Tweet in G2:
[296] data
[292] journalism
[288] pfizer
[282] juliahb1
[281] hey
[279] honest
[278] slot
[278] recent
[278] released
[278] imagine

Top Words in Tweet in G3:
[269] data
[198] journalism
[155] #ddj
[119] #datajournalism
[82] tools
[71] resources
[70] more
[69] list
[52] work
[42] big

Top Words in Tweet in G4:
[145] data
[133] journalism
[74] study
[73] case
[67] paper
[64] chapter
[50] research
[45] #ddj
[44] business
[40] thesis

Top Words in Tweet in G5:
[81] data
[56] 10
[54] journalism
[40] top
[36] gijn
[34] analysis
[30] в
[26] week
[26] র
[24] #ddj

Top Words in Tweet in G6:
[83] journalism
[83] best
[83] data
[83] points
[83] facts
[83] newspapers
[83] become
[83] tissue
[83] papers

Top Words in Tweet in G7:
[163] в
[85] #ddj
[67] смертность
[67] молодых
[67] уже
[67] выросла
[64] россии
[60] мужчин
[60] регионах
[60] разы

Top Words in Tweet in G8:
[28] oligarchs
[28] taking
[28] advantage
[28] european
[28] laws
[28] gdpr
[28] eu
[28] exploited
[28] kleptocrats
[28] regimes

Top Words in Tweet in G9:
[4] many
[4] data
[2] nevillegaunt
[2] suzildavis
[2] frronconi
[2] iambriangraham
[2] getengati
[2] tobiaskintzel
[2] ianljones98
[2] techpearce2

Top Words in Tweet in G10:
[4] journalism
[3] data
[2] borisjohnson
[2] wikileaks
[2] pritipatel
[2] more
[2] documents
[2] gbnews

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1986] sat,sun
[1986] sun,pm
[1982] watch,#dancedeewanejuniors
[1982] #dancedeewanejuniors,sat
[1982] pm,#colors
[1982] #colors,#jiotv
[1236] #jiotv,kkundrra
[856] #tejran,#karankundrra
[855] #karankundrra,#tejasswiprakash
[849] kkundrra,itsmetejasswi

Top Word Pairs in Tweet in G1:
[1980] sat,sun
[1980] sun,pm
[1976] watch,#dancedeewanejuniors
[1976] #dancedeewanejuniors,sat
[1976] pm,#colors
[1976] #colors,#jiotv
[1232] #jiotv,kkundrra
[851] #karankundrra,#tejasswiprakash
[849] #tejran,#karankundrra
[845] kkundrra,itsmetejasswi

Top Word Pairs in Tweet in G2:
[278] hey,juliahb1
[278] juliahb1,slot
[278] slot,recent
[278] recent,data
[278] data,released
[278] released,pfizer
[278] pfizer,imagine
[278] imagine,someone
[278] someone,committed
[278] committed,honest

Top Word Pairs in Tweet in G3:
[135] data,journalism
[45] tools,resources
[40] journalism,tools
[36] list,data
[26] journalism,projects
[24] #datajournalism,#ddj
[24] #ddj,#ddjresources
[23] details,please
[22] muckrock,hiring
[22] hiring,1st

Top Word Pairs in Tweet in G4:
[40] case,study
[40] data,analysis
[39] modules,shs
[39] shs,jhs
[39] jhs,college
[39] research,rrl
[32] college,thesis
[32] thesis,research
[32] rrl,term
[32] term,paper

Top Word Pairs in Tweet in G5:
[39] top,10
[39] data,journalism
[26] 10,data
[23] gijn's,top
[18] journalism,week
[18] week,features
[16] accessible,dataviz
[16] топ,10
[15] features,nytimes'
[15] nytimes',analysis

Top Word Pairs in Tweet in G6:
[83] journalism,best
[83] best,data
[83] data,points
[83] points,facts
[83] facts,newspapers
[83] newspapers,become
[83] become,tissue
[83] tissue,papers

Top Word Pairs in Tweet in G7:
[67] смертность,молодых
[67] уже,выросла
[60] молодых,мужчин
[60] в,регионах
[60] выросла,в
[60] в,разы
[53] война,с
[53] с,украиной
[53] украиной,ускорила
[53] ускорила,вымирание

Top Word Pairs in Tweet in G8:
[28] oligarchs,taking
[28] taking,advantage
[28] advantage,european
[28] european,laws
[28] laws,gdpr
[28] gdpr,eu
[28] eu,exploited
[28] exploited,kleptocrats
[28] kleptocrats,regimes
[28] regimes,end

Top Word Pairs in Tweet in G9:
[2] nevillegaunt,suzildavis
[2] suzildavis,frronconi
[2] frronconi,iambriangraham
[2] iambriangraham,getengati
[2] getengati,tobiaskintzel
[2] tobiaskintzel,ianljones98
[2] ianljones98,techpearce2
[2] techpearce2,elonmusk
[2] elonmusk,billmew
[2] billmew,glengilmore

Top Replied-To
Top Replied-To in Entire Graph:
@muckrock
@kkundrra
@shekhargupta
@colorstv
@carnage4life
@imchristan
@thebajaoman
@apfactcheck
@gossipstv
@schapiramanuk

Top Replied-To in G1:
@kkundrra
@colorstv
@thebajaoman
@gossipstv
@iamteamkkundrra
@sonaparihar3
@itsmetejasswi
@_chaitrali_1105
@vanshika1978
@juhijainmemes

Top Replied-To in G2:
@seanhannity
@charliemcbarley
@foxnews
@juliahb1

Top Replied-To in G3:
@muckrock
@kuangkeng
@datastories
@alastairotter
@palewire
@timtriche
@clairemilleruk

Top Replied-To in G4:

Top Replied-To in G5:
@peston
@elonmusk
@gauravcsawant
@ghantalawyer
@dominiquetaegon
@asvanevik
@propublica
@charlottealter

Top Replied-To in G9:
@nevillegaunt

Top Replied-To in G10:
@andmedh
@talktv

Top Mentioned
Top Mentioned in Entire Graph:
@kkundrra
@marzipestonji
@itsmetejasswi
@colorstv
@pfizer
@juliahb1
@istories_media
@gijn
@nytimes
@zeitonline

Top Mentioned in G1:
@kkundrra
@marzipestonji
@itsmetejasswi
@colorstv
@altbalaji
@youtube
@mxplayer
@ranveerofficial
@its_badshah

Top Mentioned in G2:
@pfizer
@juliahb1
@afneil
@dpjhodges
@foxnews

Top Mentioned in G3:
@datajournalism
@teganbedser
@policyviz
@explore_explain
@datastories
@bisianisimona
@datavizelevate
@f_l_o_u_r_i_s_h
@mediahackza
@paulbradshaw

Top Mentioned in G4:
@brilliant_1990
@convocape

Top Mentioned in G5:
@gijn
@nytimes
@zeitonline
@elonmusk
@wsj
@newsobserver
@propublica
@restofworld
@donohoe
@arbourtrary

Top Mentioned in G7:
@istories_media

Top Mentioned in G9:
@suzildavis
@frronconi
@iambriangraham
@getengati
@tobiaskintzel
@ianljones98
@techpearce2
@elonmusk
@billmew
@glengilmore

Top Mentioned in G10:
@borisjohnson
@pritipatel
@jonathan_k_cook
@nilsmelzer
@gnev2
@garylineker
@tttmediaxr
@xrebellionuk
@xr4assange
@wikileaks

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@independent
@httweets
@indiatoday
@rapplerdotcom
@fabriciosx
@tadrow
@sallyrmelb
@micjojd
@karrasamelia5

Top Tweeters in G1:
@pomytudu
@fantasywonderx
@sushma21sush
@colorstv
@ktptalks
@jasly20061611
@alinsamal1
@sauravs32886249
@sumaiya49938106
@arunndabas

Top Tweeters in G2:
@heidiec5
@foxnews
@jackcolleton
@nononoeu
@richlin11a
@ex_sm3
@angelapower7
@sp_015
@dpjhodges
@juliahb1

Top Tweeters in G3:
@rapplerdotcom
@codewithtwitchi
@glynmoody
@mznikkinew
@baluch_h1
@miyakilee
@retiario
@charlesarthur
@pythonroboto
@margymaclibrary

Top Tweeters in G4:
@twihusband
@guitarsuncat
@7wdata
@freshers_home
@debsf319
@mlp_nlpbooks
@klassalle
@kumarmanish9
@michael99j
@2009prince

Top Tweeters in G5:
@tadrow
@sallyrmelb
@micjojd
@thouautumn
@mel_storni
@straits_times
@nytimes
@wsj
@togura04
@kli_nev

Top Tweeters in G6:
@shakthigj
@rajarss1925
@pitchumanih
@shivaprasad_124
@illakatmafliya
@ub_sanath
@epicfighter007
@venp22
@n_shekar_ind
@ramkumarchari

Top Tweeters in G7:
@pmihail1
@milleroval
@brigitagrohman
@budtobi
@vgmax
@casina9
@blackcrabik
@mareena56
@akedr
@dfghjkostya

Top Tweeters in G8:
@cripiccimoh
@michelaroi
@mariamacina
@gpellarin84
@_everbright_
@tobiamc
@nodilbit
@5fosters1unit
@nemnemecsek
@shockingguy

Top Tweeters in G9:
@bynsny
@lovegoldenheart
@vanillaweb
@ianmcalvert
@techpearce2
@billmew
@mvollmer1
@nevillegaunt
@avrohomg
@glengilmore

Top Tweeters in G10:
@talktv
@gmb
@wikileaks
@gbnews
@garylineker
@milcavsd
@andmedh
@gnev2
@drrosena
@xrebellionuk


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