#ddj OR (data journalism), Twitter, 5/30/2022 10:32:34 PM, 277374


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#ddj OR (data journalism)_2022-05-30_09-30-01.xlsx
#ddj OR (data journalism)_2022-05-30_09-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 30, 2022
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3a4FEU2
@this0499154500
@colorstv
@kkundrra
@gijn
@officialjiotv
@fellow_mallu
@itsmetejasswi
@paulbradshaw
@alastairotter
@datajournalism

Top hashtags:
#ddj
#karankundrra
#tejran
#pietre
#dancedeewanejuniors

Description:
Description
The graph represents a network of 3,343 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, 30 May 2022 at 16:32 UTC.

The requested start date was Monday, 30 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, 35-minute period from Monday, 23 May 2022 at 00:24 UTC to Monday, 30 May 2022 at 00:00 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 : 3343
Unique Edges : 3381
Edges With Duplicates : 6376
Total Edges : 9757
Number of Edge Types : 5
Tweet : 388
Mentions : 807
Replies to : 162
Retweet : 2845
MentionsInRetweet : 5555
Self-Loops : 406
Reciprocated Vertex Pair Ratio : 0.0102955828628363
Reciprocated Edge Ratio : 0.0203813280736358
Connected Components : 326
Single-Vertex Connected Components : 105
Maximum Vertices in a Connected Component : 1558
Maximum Edges in a Connected Component : 5551
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.129311
Graph Density : 0.000544560809558922
Modularity : 0.555478
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,343 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, 30 May 2022 at 16:32 UTC.

The requested start date was Monday, 30 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, 35-minute period from Monday, 23 May 2022 at 00:24 UTC to Monday, 30 May 2022 at 00:00 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:
[72] https://t.co/Wkm9pwgmDA?utm_content=209120886&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[23] https://gijn.org/2022/05/27/data-journalism-top-10-haitis-lost-billions-covids-death-toll-asias-inequality-broken-adoptions/
[12] https://gijn.org/2022/05/23/top-10-ddj-rossiyskaya-propaganda-kalkulyator-inflyatsii-i-vyistupleniya-zelenskogo/
[10] https://www.dheya.com/students/data-journalism-news-for-the-future/
[10] https://niemanreports.org/articles/bruce-schneier-data-journalism/
[9] https://careers.ap.org/job/Newsperson%2C-News-Applications-Developer/796731000/
[8] https://gijn.org/2022/05/20/data-journalism-top-10-russias-global-propaganda-inflation-calculators-zelenskys-speeches-animating-dataviz/
[8] https://careers.ap.org/job/Interactive-News-Editor/885520800/
[6] https://www.asianage.com/amp/books/290522/book-review-why-the-hardest-journalism-is-exactly-what-matters-most.html
[6] https://www.latimes.com/local/cityhall/la-me-illegal-dumping-20150815-story.html

Top URLs in Tweet in G1:
[1] https://twitter.com/PBerizzi/status/1530290747102093314
[1] https://twitter.com/pberizzi/status/1530290747102093314
[1] https://tweetedtimes.com/bastaCasta

Top URLs in Tweet in G2:
[2] https://www.indiaforums.com/show/dance-deewane-junior_6765?s=09
[1] https://twitter.com/Rency001/status/1530920607482728449
[1] https://twitter.com/karan_is_fav/status/1530556798075162624
[1] https://twitter.com/maneesha_111/status/1530777137913155584
[1] https://twitter.com/divyaamulu123/status/1528606900413116418
[1] https://www.youtube.com/watch?v=-4jQNDtFIEw&feature=youtu.be

[1] https://twitter.com/diva_188/status/1528730855665029122

Top URLs in Tweet in G4:
[19] https://gijn.org/2022/05/27/data-journalism-top-10-haitis-lost-billions-covids-death-toll-asias-inequality-broken-adoptions/
[12] https://gijn.org/2022/05/23/top-10-ddj-rossiyskaya-propaganda-kalkulyator-inflyatsii-i-vyistupleniya-zelenskogo/
[9] https://careers.ap.org/job/Newsperson%2C-News-Applications-Developer/796731000/
[8] https://careers.ap.org/job/Interactive-News-Editor/885520800/
[5] https://www.bbc.com/lnp/sdu/sdu-events-awards/djuk-2022/
[3] https://newsletter.theoutlier.co.za
[3] https://inside.mediahack.co.za/data-journalism-tools-and-resources-8df1c3d96c13
[3] https://gijn.org/2022/05/20/data-journalism-top-10-russias-global-propaganda-inflation-calculators-zelenskys-speeches-animating-dataviz/
[2] https://interaktiv.morgenpost.de/klimawandel-hitze-meeresspiegel-wassermangel-stuerme-unbewohnbar/en.html
[2] https://medium.com/m/global-identity?redirectUrl=https%3A%2F%2Finside.mediahack.co.za%2Ftalking-data-journalism-in-africa-with-catherine-gicheru-61f9a963449b

Top URLs in Tweet in G5:
[1] https://www.youtube.com/watch?v=VwHQdQKMtl8&feature=youtu.be


Top URLs in Tweet in G6:
[10] https://www.dheya.com/students/data-journalism-news-for-the-future/
[5] https://twinybots.ch/
[5] https://bbc.github.io/rcookbook/
[2] https://www.cjr.org/the_media_today/facebooks-new-data-sharing-plans-raise-old-concerns.php?utm_source=CJR+Daily+News&utm_campaign=58532a66ca-EMAIL_CAMPAIGN_2020_11_11_06_33_COPY_01&utm_medium=email&utm_term=0_9c93f57676-58532a66ca-174326941&mc_cid=58532a66ca&mc_eid=b0a94dd1e4
[2] https://imp.i384100.net/c/2840738/1242836/14726?prodsku=crse%3AW9sjXiNOEemNdRKVol9w-A&u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fvisualization-for-data-journalism&intsrc=CATF_9419&level=1&brwsr=bot&brwsrsig=3jr0xZWggwVt1kMSob1zbxttU6%3ATTT
[2] https://www.datasketch.co/newsletter/data-journalism/issue-14-weapons-and-abortion/
[1] https://twitter.com/natesilver538/status/1528545467881115649
[1] https://twitter.com/axios/status/1528412128503291908
[1] https://twitter.com/GordyPls/status/1528610761085681664
[1] https://twitter.com/jbenton/status/1528440945426976768

Top URLs in Tweet in G7:
[71] https://t.co/Wkm9pwgmDA?utm_content=209120886&utm_medium=social&utm_source=twitter&hss_channel=tw-1318985240
[1] https://www.datawrapper.de/

Top URLs in Tweet in G8:
[1] https://balkaninsight.com/polish-forests/
[1] https://twitter.com/Rept_Democracy/status/1528677871765553153

Top URLs in Tweet in G9:
[1] https://unusualwhales.com/i_am_the_senate
[1] https://twitter.com/unusual_whales/status/1528724678189228035

Top URLs in Tweet in G10:
[2] https://en.unesco.org/news/unesco-partners-media-council-kenya-strengthen-capacities-journalists-conflict-sensitive

Top Domains
Top Domains in Tweet in Entire Graph:
[72] t.co
[71] twitter.com
[51] gijn.org
[17] ap.org
[14] youtube.com
[13] datacenterfrontier.com
[11] verigazeteciligi.com
[10] dheya.com
[10] co.uk
[10] niemanreports.org

Top Domains in Tweet in G1:
[2] twitter.com
[1] tweetedtimes.com

Top Domains in Tweet in G2:
[5] twitter.com
[2] indiaforums.com
[1] youtube.com

Top Domains in Tweet in G4:
[40] gijn.org
[17] ap.org
[14] twitter.com
[11] verigazeteciligi.com
[7] medium.com
[7] co.za
[6] onlinejournalismblog.com
[6] journaliststoolbox.org
[5] bbc.com
[4] youtube.com

Top Domains in Tweet in G5:
[1] youtube.com

Top Domains in Tweet in G6:
[17] twitter.com
[10] dheya.com
[5] twinybots.ch
[5] github.io
[3] co.uk
[2] journalismjobs.com
[2] google.com
[2] nordot.app
[2] edu.br
[2] cjr.org

Top Domains in Tweet in G7:
[71] t.co
[1] datawrapper.de

Top Domains in Tweet in G8:
[1] balkaninsight.com
[1] twitter.com

Top Domains in Tweet in G9:
[1] unusualwhales.com
[1] twitter.com

Top Domains in Tweet in G10:
[2] unesco.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[782] ddj
[676] karankundrra
[435] tejran
[397] pietre
[385] dancedeewanejuniors
[350] samratprithviraj
[278] naagin6
[239] kkundrrasquad
[215] tejasswiprakash
[180] ddjwithkaran



Top Hashtags in Tweet in G1:
[397] pietre
[1] zeta
[1] cyberpropaganda
[1] datajournalism
[1] grancazzochemenefrega
[1] scoop
[1] russiaukrainewar
[1] ucraina

Top Hashtags in Tweet in G2:
[488] karankundrra
[356] ddj
[260] tejran
[234] kkundrrasquad
[166] ddjwithkaran
[161] karzi
[135] colors
[131] dancedewaanejuniors
[113] naagin6
[65] tejasswiprakash

Top Hashtags in Tweet in G3:
[349] samratprithviraj
[345] dancedeewanejuniors
[10] ddj
[5] naagin6
[4] yrf50
[3] tejran
[1] akshaykumar
[1] ddjwithkaran

Top Hashtags in Tweet in G4:
[104] ddj
[59] ddjuk22
[54] data
[46] datajournalism
[22] dataviz
[14] ανιχνευτήτάνκερ
[14] reportersunited
[12] sudan
[3] bcujournos
[3] africa

Top Hashtags in Tweet in G5:
[146] naagin6
[141] ddj
[139] tejran
[138] tejasswiprakash
[137] karankundrra
[1] priority
[1] tejranfam
[1] pratha
[1] karzi
[1] dancedewaanejuniors

Top Hashtags in Tweet in G6:
[16] ddj
[6] bigdata
[5] journalism
[3] ddjuk22
[3] datajournalism
[2] 音楽
[2] dj
[2] data
[2] datascience
[2] tejran

Top Hashtags in Tweet in G7:
[71] bigdata
[71] datajournalism
[22] datawrapper
[2] datascience
[1] datavisualization
[1] datavisualize

Top Hashtags in Tweet in G8:
[1] ανιχνευτήτάνκερ
[1] data
[1] reportersunited
[1] ij4eu

Top Hashtags in Tweet in G10:
[31] eu
[31] socialmedia4peace
[3] kenya
[2] journalists

Top Words
Top Words in Tweet in Entire Graph:
[1906] data
[1583] journalism
[797] chi
[781] #ddj
[676] #karankundrra
[579] alex_orlowski
[534] pm
[523] kkundrra
[480] catch
[436] sono

Top Words in Tweet in G1:
[796] chi
[582] data
[582] journalism
[578] alex_orlowski
[418] pberizzi
[415] repubblica
[406] sono
[400] gli
[400] ricerca
[397] account

Top Words in Tweet in G2:
[488] #karankundrra
[482] kkundrra
[363] officialjiotv
[356] #ddj
[262] favourite
[260] #tejran
[244] itsmetejasswi
[234] #kkundrrasquad
[228] way
[223] better

Top Words in Tweet in G3:
[349] tonight
[349] #samratprithviraj
[345] team
[345] coming
[345] sets
[345] #dancedeewanejuniors
[345] catch
[345] exciting
[345] episode
[345] pm

Top Words in Tweet in G4:
[222] data
[194] journalism
[103] #ddj
[87] gijn
[59] #ddjuk22
[57] #data
[46] #datajournalism
[38] global
[38] reporters_gr
[37] journalists

Top Words in Tweet in G5:
[147] ke
[146] #naagin6
[145] teja
[145] baare
[141] #ddj
[139] aap
[139] aur
[139] #tejran
[138] mujhe
[138] main

Top Words in Tweet in G6:
[222] data
[176] journalism
[170] case
[170] study
[170] plan
[115] analysis
[108] paper
[88] research
[86] chapter
[85] philosophy

Top Words in Tweet in G7:
[115] data
[93] journalism
[71] bbc
[71] visual
[71] cookbook
[71] graphics
[71] #bigdata
[71] #datajournalism
[65] datasciencedojo
[64] #d

Top Words in Tweet in G8:
[52] data
[52] border
[51] complete
[51] migrants
[51] pl
[51] belarus
[51] show
[51] overwhelming
[51] number
[50] claudia_warsaw

Top Words in Tweet in G9:
[45] free
[44] done
[44] lot
[44] data
[44] financial
[44] journalism
[44] made
[44] access
[44] corporate
[44] lobbying

Top Words in Tweet in G10:
[60] mediacouncilk
[43] unesco
[31] #eu
[31] funded
[31] project
[31] #socialmedia4peace
[24] strengthen
[19] workshops
[17] unescoeu
[16] workshop

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1083] data,journalism
[399] ricerca,data
[398] chi,sono
[397] gli,account
[397] account,chi
[397] sono,chi
[397] chi,seguono
[397] seguono,ricerca
[397] journalism,alex_orlowski
[397] alex_orlowski,#pietre

Top Word Pairs in Tweet in G1:
[582] data,journalism
[399] ricerca,data
[397] gli,account
[397] account,chi
[397] chi,sono
[397] sono,chi
[397] chi,seguono
[397] seguono,ricerca
[397] journalism,alex_orlowski
[397] alex_orlowski,#pietre

Top Word Pairs in Tweet in G2:
[229] #karankundrra,#kkundrrasquad
[223] better,way
[223] way,define
[223] define,'precious'
[223] 'precious',kkundrra
[223] kkundrra,dheerajdhoopar
[223] dheerajdhoopar,itsmetejasswi
[223] itsmetejasswi,#karankundrra
[222] officialjiotv,better
[222] #kkundrrasquad,#dheera

Top Word Pairs in Tweet in G3:
[345] team,#samratprithviraj
[345] #samratprithviraj,coming
[345] coming,sets
[345] sets,#dancedeewanejuniors
[345] #dancedeewanejuniors,catch
[345] catch,exciting
[345] exciting,episode
[345] episode,pm
[345] pm,tonight
[321] tonight,colorstv

Top Word Pairs in Tweet in G4:
[139] data,journalism
[35] investigative,journalism
[33] το,global
[33] global,investigative
[33] journalism,network
[33] network,gijn
[31] reporters_gr,το
[21] journalism,team
[20] gijn,περιλαμβάνει
[20] περιλαμβάνει,στις

Top Word Pairs in Tweet in G5:
[145] ke,baare
[139] #ddj,ke
[138] aap,mujhe
[137] teja,aap
[137] mujhe,#naagin6
[137] #naagin6,aur
[137] aur,#ddj
[137] baare,main
[137] main,poocho
[137] poocho,#tejasswiprakash

Top Word Pairs in Tweet in G6:
[112] data,analysis
[85] case,study
[85] study,case
[85] business,plan
[85] plan,feasibility
[85] feasibility,study
[85] marketing,plan
[76] research,rrl
[76] rrl,thesis
[63] thesis,philosophy

Top Word Pairs in Tweet in G7:
[93] data,journalism
[71] bbc,visual
[71] visual,data
[71] journalism,cookbook
[71] cookbook,graphics
[71] graphics,#bigdata
[71] #bigdata,#datajournalism
[64] datasciencedojo,bbc
[64] #datajournalism,#d
[22] แนะนำเคร,องม

Top Word Pairs in Tweet in G8:
[51] complete,data
[51] data,migrants
[51] migrants,pl
[51] pl,belarus
[51] belarus,border
[51] border,show
[51] show,overwhelming
[51] overwhelming,number
[50] claudia_warsaw,complete
[50] number,eligib

Top Word Pairs in Tweet in G9:
[44] done,lot
[44] lot,data
[44] data,financial
[44] financial,journalism
[44] journalism,free
[44] free,made
[44] made,access
[44] access,corporate
[44] corporate,lobbying
[43] unusual_whales,done

Top Word Pairs in Tweet in G10:
[31] #eu,funded
[31] funded,project
[31] project,#socialmedia4peace
[24] mediacouncilk,unesco
[23] #socialmedia4peace,mediacouncilk
[19] unesco,#eu
[16] unesco,workshop
[13] workshop,strengthen
[13] strengthen,capacities
[12] coming,under

Top Replied-To
Top Replied-To in Entire Graph:
@pberizzi
@alex_orlowski
@colorstv
@kkundrra
@nonha_stata
@terrybi1
@officialjiotv
@hamidmirpak
@j_mcelroy
@jburnmurdoch

Top Replied-To in G1:
@pberizzi
@alex_orlowski
@nonha_stata
@terrybi1
@delladglive
@guidorusticoni
@vanabeau
@ladyonorato
@fabioalisei
@fabcet

Top Replied-To in G2:
@colorstv
@kkundrra
@officialjiotv
@pikachooo4640
@karan_is_bae

Top Replied-To in G3:
@kkundrra
@vickypa05828206

Top Replied-To in G4:
@jburnmurdoch
@l_a_kelly
@nytimes
@meghanhoyer
@edward_morgan

Top Replied-To in G5:
@colorstv

Top Replied-To in G10:
@mediacouncilk

Top Mentioned
Top Mentioned in Entire Graph:
@alex_orlowski
@kkundrra
@repubblica
@pberizzi
@colorstv
@officialjiotv
@yrf
@itsmetejasswi
@dheerajdhoopar
@fellow_mallu

Top Mentioned in G1:
@alex_orlowski
@repubblica
@pberizzi
@fabioalisei
@vanabeau
@marketingpmi
@lup0solitari0
@ladyonorato
@7mber
@dierema82

Top Mentioned in G2:
@kkundrra
@officialjiotv
@itsmetejasswi
@dheerajdhoopar
@pyaarbarsaat
@hidoikyou
@fellow_mallu
@colorstv
@justvoot
@i_sanika23

Top Mentioned in G3:
@colorstv
@yrf
@akkian_gauravv
@co
@kkundrra
@yodhaakkians
@colo
@itsmetejasswi

Top Mentioned in G4:
@gijn
@reporters_gr
@datajournalism
@paulbradshaw
@propublica
@bcujournalism
@jburnmurdoch
@nytimes
@ap
@alastairotter

Top Mentioned in G5:
@fellow_mallu
@tanisha24755365
@hidoikyou
@i_sanika23
@justvoot
@kkundrra
@itsmetejasswi
@divixtejran
@officialjiotv

Top Mentioned in G6:
@silvafrancois
@djdouglascba
@convocape

Top Mentioned in G7:
@datasciencedojo
@dataholicth
@thinklbc

Top Mentioned in G8:
@claudia_warsaw
@birn_network
@rept_democracy
@globalfreemedia
@balkaninsight
@reporters_gr
@gijn
@delfilietuva

Top Mentioned in G9:
@unusual_whales

Top Mentioned in G10:
@unesco
@mediacouncilk
@unescoeu
@olivermathenge
@davidomwoyo
@vicbwire
@africacheck
@amwik
@aku_gsmc
@googleafrica

Top Tweeters
Top Tweeters in Entire Graph:
@geonews_urdu
@sectest9
@odio_nao
@piyuanker12
@lt38
@cybersecurityn8
@httweets
@indiatoday
@ary_antipt
@velocity2121

Top Tweeters in G1:
@repubblica
@danieledv79
@carmela_oltre
@miti_vigliero
@serenel14278447
@smilypapiking
@paolo_r_2012
@robertorenga
@a_meluzzi
@cesarebrogi1

Top Tweeters in G2:
@pomytudu
@pikaxchocolate
@crazybae198
@sushma21sush
@rajkyma58862836
@sm05154176
@kongkalleona
@enjoymylf
@m105036
@youncole

Top Tweeters in G3:
@anki4uever
@happee_rajput
@twtlikeakhiladi
@bhushanadhau1
@abhishekv766
@manishk90336236
@dev_the_gabbar
@colorstv
@bhagchand_ak
@prince_12silwal

Top Tweeters in G4:
@velocity2121
@business
@guardian
@straits_times
@ambrowoll
@bbcnews
@nytimes
@washingtonpost
@vedatsamur
@rstatstweet

Top Tweeters in G5:
@jasly20061611
@ktptalks
@humtsoemeripeni
@alinsamal1
@samantadigal
@priyank87328285
@endofdayzzz_
@kj26510053
@renugrg8
@deepikagehlawat

Top Tweeters in G6:
@npsusa
@stanleyepstein
@dan__brummitt
@k4tc4rl0
@ultrascan419
@halfeatenmind
@reddishraven
@moltobenone
@klassalle
@dd_fafa_

Top Tweeters in G7:
@piyuanker12
@fabriciosx
@oohsewan
@carnatang98
@pvalsfr
@yoonkiraa
@datasciencebot_
@grjenkin
@xthebigdatabotx
@alternative200

Top Tweeters in G8:
@tonkatoy_1
@tulilam
@leckerc
@spysun04
@balkaninsight
@lisefalardeau
@vaultausir
@delfilietuva
@chchr11
@manginie

Top Tweeters in G9:
@doku_hl_sd
@barta57
@teslatodd420
@unusual_whales
@elonfantommy
@ses_3
@linky_marine
@designatude
@uradopted5
@actualminuteman

Top Tweeters in G10:
@olivermathenge
@kipezer
@tonymwawasi
@waruhiufranklin
@rae254rae
@unesco
@africacheck
@mediacouncilk
@mukami_mungai
@malobations


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