#ddj OR (data journalism), Twitter, 5/9/2022 4:49:50 PM, 275941


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#ddj OR (data journalism)_2022-05-09_09-30-01.xlsx
#ddj OR (data journalism)_2022-05-09_09-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 09, 2022
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3w85X2Q
@kkundrra
@this0499154500
@alastairotter
@officialjiotv
@gijn
@bollyspy
@itsmetejasswi
@gijnru
@oieg_
@istories_media

Top hashtags:
#dancedeewanejuniors
#colors
#jiotv
#ddj
#tejranfam
#karankundrra
#tejran

Description:
Description
The graph represents a network of 3,904 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, 09 May 2022 at 16:32 UTC.

The requested start date was Monday, 09 May 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, 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 : 3904
Unique Edges : 4466
Edges With Duplicates : 11012
Total Edges : 15478
Number of Edge Types : 5
Retweet : 4558
MentionsInRetweet : 9498
Mentions : 728
Replies to : 197
Tweet : 497
Self-Loops : 525
Reciprocated Vertex Pair Ratio : 0.0074021854071202
Reciprocated Edge Ratio : 0.0146955913226032
Connected Components : 413
Single-Vertex Connected Components : 150
Maximum Vertices in a Connected Component : 2206
Maximum Edges in a Connected Component : 12072
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.663444
Graph Density : 0.000562697672660375
Modularity : 0.422935
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,904 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, 09 May 2022 at 16:32 UTC.

The requested start date was Monday, 09 May 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, 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 : 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:
[25] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fdata-journalism-tools-and-resources-8df1c3d96c13%3Fsource%3Dsocial.tw
[19] https://gijn.org/2022/05/06/data-journalism-top-10-internet-shutdowns-elon-musks-tweets-russian-army-deaths-accessible-dataviz/
[12] https://gijn.org/2022/05/02/top-10-ddj-kto-u-vas-v-koshelke-klimaticheskaya-igra-nalogovoe-neravenstvo/
[12] https://istories.media/investigations/2022/05/04/yunie-bednie-mertvie/?utm_source=twitter&utm_medium=mainpage&utm_campaign=yunie-bednie-mertvie
[7] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fdata-journalism-tools-and-resources-8df1c3d96c13
[7] 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/GossipsTv/status/1522469839301873664
[6] https://datajournalism.com/read/blog/pyhton-and-r-for-data-journalism
[5] https://twitter.com/datajournalism/status/1521090578380898304
[5] https://www.blueroofpolitics.com/p/online-bulletin-boards-as-journalism-beats-data/

Top URLs in Tweet in G1:
[4] https://twitter.com/GossipsTv/status/1522469839301873664
[2] https://twitter.com/MXPlayer/status/1521512415879626753
[2] https://www.instagram.com/accounts/login/?next=/tv/CdI7x5WqOIi/
[2] https://www.instagram.com/accounts/login/?next=/tv/CdI6XJPIu-G/
[2] https://www.instagram.com/accounts/login/?next=/reel/CdQGv4wDVmc/
[1] https://twitter.com/ColorsTV/status/1523306192910819328
[1] https://twitter.com/Khushisharma666/status/1521106639775969283
[1] https://twitter.com/Tejran00314086/status/1521099197595807744
[1] https://twitter.com/LockuppGame/status/1521107469941977088
[1] https://www.youtube.com/watch?v=zu4qPCUXs1c&feature=youtu.be


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

Top URLs in Tweet in G3:
[23] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fdata-journalism-tools-and-resources-8df1c3d96c13%3Fsource%3Dsocial.tw
[5] https://leanpub.com/gettingstartedwithdatajournalism/
[5] https://twitter.com/datajournalism/status/1521090578380898304
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fdata-journalism-tools-and-resources-8df1c3d96c13
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fbeginners-guide-to-extracting-data-from-pdfs-1ccb40935dbe
[4] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Fmapping-for-journalists-9-essential-tools-in-2022-c01a5d133322
[4] https://newsletter.theoutlier.co.za
[4] https://www.africadatahub.org/opportunities/odipodev-data-journalism-fellowship
[3] 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%3Fsource%3Dsocial.tw
[3] 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

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/AdejumoKabir2/status/1521190259786145792
[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:
[17] https://gijn.org/2022/05/06/data-journalism-top-10-internet-shutdowns-elon-musks-tweets-russian-army-deaths-accessible-dataviz/
[12] https://gijn.org/2022/05/02/top-10-ddj-kto-u-vas-v-koshelke-klimaticheskaya-igra-nalogovoe-neravenstvo/
[3] https://gijn.org/2022/05/02/heshteg-ddj-v-tvittere-i-evolyutsiya-soobschestva-data-zhurnalistov/
[2] https://gijn.org/2022/04/29/data-journalism-top-10-climate-game-tax-inequality-weather-proverbs-musical-politics-whos-in-your-wallet/
[1] https://twitter.com/theobserver/status/1520771155031994368
[1] https://twitter.com/mtdukes/status/1520735400897265666
[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://gijn.org/2022/03/25/data-journalism-top-10-russias-mistakes-ukrainian-refugees-hong-kongs-covid-crisis-best-dataviz/
[1] https://twitter.com/funkeinteraktiv/status/1510975972169945099
[1] https://gijn.org/data-journalism-training-courses/

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

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

Top URLs in Tweet in G8:
[1] https://gijn.org/2022/05/06/data-journalism-top-10-internet-shutdowns-elon-musks-tweets-russian-army-deaths-accessible-dataviz/
[1] https://gijn.org/2022/03/25/data-journalism-top-10-russias-mistakes-ukrainian-refugees-hong-kongs-covid-crisis-best-dataviz/

Top URLs in Tweet in G9:
[1] https://www.economist.com/1843/2022/05/04/why-oligarchs-love-european-data-protection-laws

Top Domains
Top Domains in Tweet in Entire Graph:
[125] twitter.com
[58] medium.com
[50] gijn.org
[16] youtube.com
[16] datacenterfrontier.com
[12] istories.media
[9] instagram.com
[8] datasketch.co
[7] co.za
[7] datajournalism.com

Top Domains in Tweet in G1:
[35] twitter.com
[7] instagram.com
[5] youtube.com
[1] khabribhai.com

Top Domains in Tweet in G2:
[2] dailyexpose.uk
[1] twitter.com

Top Domains in Tweet in G3:
[50] medium.com
[12] twitter.com
[7] co.za
[6] gijn.org
[5] leanpub.com
[5] africadatahub.org
[3] muckrock.com
[3] co.uk
[3] grjenkin.com
[2] datajournalism.com

Top Domains in Tweet in G4:
[27] twitter.com
[4] tweetedtimes.com
[4] medium.com
[3] blogspot.com
[2] rawstory.com
[2] youtube.com
[2] lnkd.in
[2] zdnet.com
[2] facebook.com
[2] datajournalism.com

Top Domains in Tweet in G5:
[36] gijn.org
[4] twitter.com
[1] medium.com
[1] theverge.com
[1] propublica.org
[1] newsobserver.com

Top Domains in Tweet in G7:
[12] istories.media
[1] youtube.com
[1] youtu.be

Top Domains in Tweet in G8:
[2] gijn.org

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2787] dancedeewanejuniors
[1998] colors
[1998] jiotv
[1412] ddj
[929] tejranfam
[448] karankundrra
[400] tejran
[281] ddjwithkaran
[143] naagin6
[112] lockupp



Top Hashtags in Tweet in G1:
[2779] dancedeewanejuniors
[1995] colors
[1995] jiotv
[1181] ddj
[925] tejranfam
[419] karankundrra
[365] tejran
[273] ddjwithkaran
[107] lockupp
[96] naagin6

Top Hashtags in Tweet in G3:
[85] datajournalism
[46] ddj
[18] python
[15] r
[12] localelections2022
[11] foia
[9] dataviz
[7] journalism
[6] africa
[6] data

Top Hashtags in Tweet in G4:
[50] ddj
[9] tejran
[7] data
[7] naagin6
[6] journalism
[4] worldpressfreedomday
[4] ddjwithkaran
[3] pioneerdj
[2] pressfreedom
[2] analytics

Top Hashtags in Tweet in G5:
[19] 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:
[13] ddj

Top Words
Top Words in Tweet in Entire Graph:
[2787] #dancedeewanejuniors
[2341] kkundrra
[2051] watch
[2033] pm
[2002] sat
[1999] sun
[1998] #colors
[1998] #jiotv
[1994] officialjiotv
[1542] data

Top Words in Tweet in G1:
[2779] #dancedeewanejuniors
[2332] kkundrra
[2043] watch
[2027] pm
[1999] sat
[1996] sun
[1995] #colors
[1995] #jiotv
[1991] officialjiotv
[1181] #ddj

Top Words in Tweet in G2:
[299] data
[293] pfizer
[292] juliahb1
[291] hey
[288] slot
[288] recent
[288] released
[288] imagine
[288] someone
[288] committed

Top Words in Tweet in G3:
[236] data
[162] journalism
[85] #datajournalism
[71] tools
[53] alastairotter
[51] resources
[49] list
[48] work
[46] #ddj
[40] big

Top Words in Tweet in G4:
[148] data
[136] journalism
[74] case
[74] study
[67] paper
[64] chapter
[50] research
[49] #ddj
[44] business
[40] thesis

Top Words in Tweet in G5:
[75] data
[74] gijn
[52] journalism
[49] 10
[35] top
[26] র
[25] week
[25] в
[23] gijn's
[19] #ddj

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

Top Words in Tweet in G7:
[154] в
[75] istories_media
[65] россии
[63] смертность
[63] молодых
[63] уже
[63] выросла
[61] регионах
[56] мужчин
[56] разы

Top Words in Tweet in G8:
[5] dados
[5] elonmusk
[4] top
[4] 10
[4] jornalismo
[4] análise
[3] uma
[3] mais
[3] journalism
[3] data

Top Words in Tweet in G9:
[28] oligarchs
[28] taking
[28] advantage
[28] european
[28] laws
[28] gdpr
[28] eu
[28] exploited
[28] kleptocrats
[27] jacopo_iacoboni

Top Words in Tweet in G10:
[13] journalism
[12] niyi_oyedeji
[11] data
[6] figure
[5] unemployment
[5] use
[4] statement
[4] rate
[4] wrng
[4] authoritative

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1999] sat,sun
[1999] sun,pm
[1998] watch,#dancedeewanejuniors
[1998] #dancedeewanejuniors,sat
[1998] pm,#colors
[1998] #colors,#jiotv
[1242] #jiotv,kkundrra
[851] kkundrra,itsmetejasswi
[843] #tejranfam,assemble
[843] assemble,watch

Top Word Pairs in Tweet in G1:
[1996] sat,sun
[1996] sun,pm
[1995] watch,#dancedeewanejuniors
[1995] #dancedeewanejuniors,sat
[1995] pm,#colors
[1995] #colors,#jiotv
[1239] #jiotv,kkundrra
[848] kkundrra,itsmetejasswi
[840] #tejranfam,assemble
[840] assemble,watch

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

Top Word Pairs in Tweet in G3:
[112] data,journalism
[44] tools,resources
[41] journalism,tools
[36] list,data
[23] journalism,projects
[23] big,list
[22] muckrock,hiring
[22] hiring,1st
[22] 1st,data
[22] data,reporter

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] data,journalism
[32] college,thesis
[32] thesis,research
[32] rrl,term

Top Word Pairs in Tweet in G5:
[40] data,journalism
[34] top,10
[23] gijn's,top
[22] 10,data
[18] journalism,week
[18] week,features
[16] gijn,gijn's
[15] features,nytimes'
[15] nytimes',analysis
[15] analysis,#tuckercarlson's

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

Top Word Pairs in Tweet in G7:
[63] смертность,молодых
[63] уже,выросла
[61] в,регионах
[56] молодых,мужчин
[56] выросла,в
[56] в,разы
[54] война,с
[54] с,украиной
[54] украиной,ускорила
[54] ускорила,вымирание

Top Word Pairs in Tweet in G8:
[4] top,10
[4] 10,jornalismo
[4] jornalismo,dados
[2] última,edição
[2] edição,série
[2] série,top
[2] dados,trouxemos
[2] trouxemos,uma
[2] uma,análise
[2] análise,censura

Top Word Pairs in Tweet in G9:
[28] oligarchs,taking
[28] taking,advantage
[28] advantage,european
[28] european,laws
[28] laws,gdpr
[28] gdpr,eu
[28] eu,exploited
[28] exploited,kleptocrats
[27] jacopo_iacoboni,oligarchs

Top Word Pairs in Tweet in G10:
[4] statement,niyi_oyedeji
[4] niyi_oyedeji,unemployment
[4] unemployment,rate
[4] rate,wrng
[4] wrng,journalism
[4] journalism,use
[4] use,authoritative
[4] authoritative,figure
[3] reallarrysam1,statement
[3] figure,asâ

Top Replied-To
Top Replied-To in Entire Graph:
@shekhargupta
@colorstv
@schapiramanuk
@niyi_oyedeji
@josephpolitano
@gossipstv
@peston
@dwnews
@iamteamkkundrra
@kkundrra

Top Replied-To in G1:
@colorstv
@gossipstv
@kkundrra
@iamteamkkundrra
@_chaitrali_1105
@vanshika1978
@thebajaoman
@sonaparihar3
@juhijainmemes
@kkundrra307

Top Replied-To in G2:
@juliahb1

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

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

Top Replied-To in G8:
@elonmusk
@nevillegaunt

Top Replied-To in G10:
@niyi_oyedeji
@thecableindex
@phrankincense

Top Mentioned
Top Mentioned in Entire Graph:
@kkundrra
@officialjiotv
@itsmetejasswi
@marzipestonji
@bollyspy
@pfizer
@juliahb1
@jc_free82
@pyaarbarsaat
@maneesha_111

Top Mentioned in G1:
@kkundrra
@officialjiotv
@itsmetejasswi
@marzipestonji
@bollyspy
@pyaarbarsaat
@maneesha_111
@biggbosskk
@realkhabribhai
@purnima80942927

Top Mentioned in G2:
@pfizer
@juliahb1
@jc_free82
@theblogmire
@afneil
@dpjhodges

Top Mentioned in G3:
@alastairotter
@muckrock
@datajournalism
@mediahackza
@derekkravitz
@africa_datahub
@datavizelevate
@clairemilleruk
@w_r_chase
@kuangkeng

Top Mentioned in G4:
@brilliant_1990
@davidjoachim
@123kimani
@pyrokidsosa
@convocape

Top Mentioned in G5:
@gijn
@zeitonline
@nytimes
@newsobserver
@propublica
@mtdukes
@agenciapublica
@cptnacional
@arbourtrary
@sohailal_jamea

Top Mentioned in G6:
@sreeramjvc

Top Mentioned in G7:
@istories_media
@gijnru

Top Mentioned in G8:
@elonmusk
@gijnportugues
@suzildavis
@frronconi
@iambriangraham
@getengati
@tobiaskintzel
@ianljones98
@techpearce2
@wholemarsblog

Top Mentioned in G9:
@jacopo_iacoboni

Top Mentioned in G10:
@niyi_oyedeji
@adejumokabir2
@reallarrysam1
@thecableng
@remmyalex
@queenextha
@iykimo
@sillyseason
@diligent_media_
@eldivyn

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

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

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

Top Tweeters in G3:
@rapplerdotcom
@glynmoody
@rstatstweet
@mznikkinew
@baluch_h1
@xeronbot
@miyakilee
@retiario
@charlesarthur
@pythonroboto

Top Tweeters in G4:
@twihusband
@guitarsuncat
@7wdata
@freshers_home
@debsf319
@faketakedump
@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:
@bynsny
@lovegoldenheart
@vanillaweb
@ianmcalvert
@wholemarsblog
@techpearce2
@billmew
@mvollmer1
@nevillegaunt
@avrohomg

Top Tweeters in G9:
@cripiccimoh
@michelaroi
@mariamacina
@gpellarin84
@_everbright_
@tobiamc
@nodilbit
@5fosters1unit
@nemnemecsek
@shockingguy

Top Tweeters in G10:
@iykimo
@thecableng
@eldivyn
@sillyseason
@novjb
@queenextha
@diligent_media_
@davonicera
@remmyalex
@seniormanjobi


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