#ddj OR (data journalism), Twitter, 4/18/2022 4:44:14 PM, 275012


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#ddj OR (data journalism)_2022-04-18_08-50-46.xlsx
#ddj OR (data journalism)_2022-04-18_08-50-46.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 18, 2022
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3On5ane
@kkundrra
@this0499154500
@tejranlover0207
@gijn
@pinardag
@filmibeat
@forbes
@datajournalism
@maneesha_111
@pulitzercenter

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

Description:
Description
The graph represents a network of 2,773 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, 18 April 2022 at 15:52 UTC.

The requested start date was Monday, 18 April 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, 51-minute period from Monday, 11 April 2022 at 00:03 UTC to Sunday, 17 April 2022 at 23:54 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 : 2773
Unique Edges : 1735
Edges With Duplicates : 4505
Total Edges : 6240
Number of Edge Types : 5
Retweet : 1978
MentionsInRetweet : 2763
Mentions : 767
Replies to : 167
Tweet : 565
Self-Loops : 583
Reciprocated Vertex Pair Ratio : 0.02506038647343
Reciprocated Edge Ratio : 0.0488954344624448
Connected Components : 488
Single-Vertex Connected Components : 238
Maximum Vertices in a Connected Component : 1355
Maximum Edges in a Connected Component : 3951
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 5.094748
Graph Density : 0.000441668761178318
Modularity : 0.521137
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,773 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, 18 April 2022 at 15:52 UTC.

The requested start date was Monday, 18 April 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, 51-minute period from Monday, 11 April 2022 at 00:03 UTC to Sunday, 17 April 2022 at 23:54 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:
[84] https://www.forbes.com/sites/naveenjoshi/2022/04/11/data-journalism-how-big-data-driven-analytics-improves-newsmaking/
[28] https://gijn.org/2022/04/15/data-journalism-top-10-uninhabitable-earth-airline-recovery-ukraine-gijn/
[17] https://interaktiv.morgenpost.de/klimawandel-hitze-meeresspiegel-wassermangel-stuerme-unbewohnbar/
[15] https://www.behance.net/FedericaFragapane
[14] https://www.forbes.com/sites/naveenjoshi/2022/04/11/data-journalism-how-big-data-driven-analytics-improves-newsmaking/?ref=quuu
[10] https://gijn.org/2022/04/08/data-journalism-top-10-russias-achilles-heel-baby-names-bike-shortage-dataviz-color-guide/
[9] https://gijn.org/2022/04/11/video-resources-for-data-investigations/
[9] https://www.rawstory.com/russia-hacked-anonymous-data/
[8] https://data.reachplc.com/form/220825296173357
[8] https://twinybots.ch/

Top URLs in Tweet in G2:
[5] https://www.instagram.com/accounts/login/?next=/p/CcXb2CrvN3k/
[4] https://www.youtube.com/watch?v=Y8A7qHpad8Y&feature=youtu.be

[4] https://www.youtube.com/watch?v=VCGmublUoIk&feature=youtu.be

[4] https://www.youtube.com/watch?v=7S6At96pDgA&feature=youtu.be

[3] https://www.youtube.com/watch?v=idSSdTNi6f4&feature=youtu.be

[2] https://twitter.com/vsamantstanless/status/1514253105801486342
[2] https://www.instagram.com/accounts/login/?next=/p/CcVOgpzD0pc/
[2] https://twitter.com/indiaforums/status/1513448868859375618
[1] https://twitter.com/_Riddhi16/status/1515717059644215297
[1] https://twitter.com/omsingh111/status/1514239722008182784

Top URLs in Tweet in G3:
[15] https://www.forbes.com/sites/naveenjoshi/2022/04/11/data-journalism-how-big-data-driven-analytics-improves-newsmaking/
[14] https://www.forbes.com/sites/naveenjoshi/2022/04/11/data-journalism-how-big-data-driven-analytics-improves-newsmaking/?ref=quuu
[13] https://interaktiv.morgenpost.de/klimawandel-hitze-meeresspiegel-wassermangel-stuerme-unbewohnbar/
[7] https://www.rawstory.com/russia-hacked-anonymous-data/
[7] https://data.reachplc.com/form/220825296173357
[5] https://gijn.org/2022/04/15/data-journalism-top-10-uninhabitable-earth-airline-recovery-ukraine-gijn/
[3] https://interaktiv.morgenpost.de/klimawandel-hitze-meeresspiegel-wassermangel-stuerme-unbewohnbar/en.html
[3] https://twinybots.ch/
[3] https://opportunity.ng/african-data-hub-adh-community-journalism-fellowshipprogram-2022-up-to-2000.html
[3] https://opportunity.ng/pulitzer-center-on-crisis-reporting-data-journalism-grants2022.html

Top URLs in Tweet in G4:
[21] https://gijn.org/2022/04/15/data-journalism-top-10-uninhabitable-earth-airline-recovery-ukraine-gijn/
[7] https://gijn.org/2022/04/08/data-journalism-top-10-russias-achilles-heel-baby-names-bike-shortage-dataviz-color-guide/
[6] https://gijn.org/2022/04/14/top-10-ddj-ahillesova-pyata-rossii-samyie-populyarnyie-imena-i-defitsit-velosipedov/
[6] 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
[5] https://gijn.org/2022/04/11/video-resources-for-data-investigations/
[3] https://www.forbes.com/sites/naveenjoshi/2022/04/11/data-journalism-how-big-data-driven-analytics-improves-newsmaking/
[3] https://gijn.org/membership-in-gijn/
[3] https://gijn.org/2022/04/15/data-journalism-tips-for-editors-hindi/
[2] http://www.verigazeteciligi.com/r-destekli-acik-kaynak-gorsellestirme-araci-inzight/
[2] https://gijn.org/job-opening-associate-editor/

Top URLs in Tweet in G5:
[1] https://www.filmibeat.com/television/news/2022/karan-kundrra-talks-about-doing-dance-deewane-juniors-his-gf-tejasswi-reaction-talks-about-mandana-332910.html

Top URLs in Tweet in G6:
[54] https://www.forbes.com/sites/naveenjoshi/2022/04/11/data-journalism-how-big-data-driven-analytics-improves-newsmaking/
[15] https://www.behance.net/FedericaFragapane
[4] https://bit.ly/algorithmchurch
[1] https://www.forbes.com/sites/naveenjoshi/2022/04/11/data-journalism-how-big-data-driven-analytics-improves-newsmaking/?sh=6e6d43c24552
[1] https://tweetedtimes.com/thierry_pires

Top URLs in Tweet in G7:
[1] https://www.youtube.com/watch?v=b091ZOL_-hw

[1] https://twitter.com/journalismfest/status/1511975306848083968
[1] https://digiday.com/hot-topic/wtf-series/
[1] https://themarkup.org/
[1] https://www.journalismfestival.com/programme/2022/the-many-shapes-of-leaks-investigative-reporting-data-activism-and-digital-resistance-as-truth-telling-practices-2

Top URLs in Tweet in G8:
[1] https://twitter.com/samanthamaiden/status/1514551215706697732

Top URLs in Tweet in G9:
[1] https://www.sbs.com.au/news/article/many-australians-cant-afford-to-fill-their-prescriptions-new-data-reveals/eq8wmuoni

Top Domains
Top Domains in Tweet in Entire Graph:
[106] twitter.com
[102] forbes.com
[73] gijn.org
[53] youtube.com
[21] morgenpost.de
[19] datacenterfrontier.com
[17] co.uk
[15] medium.com
[15] behance.net
[12] instagram.com

Top Domains in Tweet in G2:
[24] twitter.com
[21] youtube.com
[10] instagram.com
[1] mxplayer.in

Top Domains in Tweet in G3:
[31] forbes.com
[28] twitter.com
[16] morgenpost.de
[15] youtube.com
[10] gijn.org
[8] rawstory.com
[7] reachplc.com
[6] opportunity.ng
[4] google.com
[3] tweetedtimes.com

Top Domains in Tweet in G4:
[58] gijn.org
[9] youtube.com
[9] medium.com
[8] twitter.com
[4] nodexlgraphgallery.org
[3] forbes.com
[3] verigazeteciligi.com
[2] grjenkin.com
[2] pulitzercenter.org
[2] journaliststoolbox.org

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

Top Domains in Tweet in G6:
[55] forbes.com
[15] behance.net
[4] bit.ly
[1] tweetedtimes.com

Top Domains in Tweet in G7:
[1] youtube.com
[1] twitter.com
[1] digiday.com
[1] themarkup.org
[1] journalismfestival.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1380] ddj
[565] karankundrra
[443] tejran
[259] tejranfam
[157] dancedeewanejuniors
[116] kkundrrasquad
[101] lockuppwithkaran
[81] journalism
[78] lockupp
[67] dataviz



Top Hashtags in Tweet in G1:
[713] ddj
[14] tejran
[10] karankundrra
[8] tejranfam
[6] dancedeewanejuniors
[2] tejasswiprakash
[2] kkundrrasquad
[2] tejatroops
[2] reminiscingtejran
[2] lockuppwithkaran

Top Hashtags in Tweet in G2:
[414] karankundrra
[405] tejran
[295] ddj
[246] tejranfam
[130] dancedeewanejuniors
[96] lockuppwithkaran
[72] lockupp
[66] kkundrrasquad
[40] ddjwithkaran
[14] karankundraa

Top Hashtags in Tweet in G3:
[108] ddj
[21] data
[18] klimawandel
[17] klimakrise
[16] ipcc
[15] journalism
[14] bigdata
[7] analytics
[6] tejran
[5] karankundrra

Top Hashtags in Tweet in G4:
[49] ddj
[17] datajournalism
[14] dataviz
[8] phdposition
[6] jobalert
[5] gijc21
[4] journalism
[4] ijf22
[4] dancedeewanejuniors
[3] journalismai

Top Hashtags in Tweet in G5:
[121] karankundrra
[45] ddj
[43] kkundrrasquad
[15] tejran
[14] dancedeewanejuniors
[4] tejranfam
[3] lockupp
[2] lockuppwithkaran
[1] tejasswiprakash
[1] mandanakarimi

Top Hashtags in Tweet in G6:
[46] ai
[43] bigdata
[42] analytics
[41] journalism
[15] datavisualization
[15] dataviz
[15] infographic
[15] ddj
[15] graphicdesign
[4] healthtech

Top Hashtags in Tweet in G7:
[24] ijf22
[2] gps22

Top Words
Top Words in Tweet in Entire Graph:
[1397] #ddj
[1189] data
[884] journalism
[791] contestant
[722] karan
[566] #karankundrra
[453] host
[444] #tejran
[419] gonna
[409] ft

Top Words in Tweet in G1:
[714] #ddj
[703] contestant
[362] gonna
[358] karan
[355] ft
[355] tejasswi
[353] tejranlover0207
[349] host
[348] teja
[348] comes

Top Words in Tweet in G2:
[415] #karankundrra
[406] #tejran
[311] #ddj
[246] #tejranfam
[196] proud
[180] maneesha_111
[178] karan
[175] kkundrra
[130] #dancedeewanejuniors
[98] father

Top Words in Tweet in G3:
[198] data
[164] journalism
[108] #ddj
[42] case
[40] big
[40] chapter
[38] driven
[38] newsmaking
[35] improves
[31] analytics

Top Words in Tweet in G4:
[133] data
[120] journalism
[87] gijn
[49] #ddj
[31] investigative
[30] top
[29] 10
[28] gijn's
[21] interested
[19] media

Top Words in Tweet in G5:
[169] karan
[121] #karankundrra
[115] kundrra
[107] dance
[104] talks
[104] doing
[104] deewane
[104] juniors
[104] gf
[104] tejasswi's

Top Words in Tweet in G6:
[61] data
[51] driven
[51] improves
[51] newsmaking
[46] #ai
[45] forbes
[43] #bigdata
[42] #analytics
[41] #journalism
[41] joshinav

Top Words in Tweet in G7:
[30] data
[26] obtusatum
[25] bellingcat
[25] critical
[25] research
[24] bellingcat's
[24] #ijf22
[23] role
[22] recently
[22] perugia

Top Words in Tweet in G8:
[50] katherine
[50] deves
[50] citing
[50] correct
[50] data
[50] research
[50] uk
[50] referring
[50] prison
[50] estate

Top Words in Tweet in G9:
[39] journalism
[29] patskarvelas
[28] give
[27] really
[27] toss
[27] bullshit
[27] growing
[27] amount
[26] earthwombat
[26] peop

Top Words in Tweet in G10:
[42] ashish
[42] jha
[42] whether
[42] children
[42] wear
[42] masks
[42] american
[42] academy
[42] pediatrics
[42] trust

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[441] host,karan
[403] #ddj,ft
[403] ft,contestant
[403] contestant,tejasswi
[388] teja,comes
[388] comes,contestant
[388] contestant,#ddj
[388] #ddj,gonna
[388] gonna,situation
[388] situation,#ddj

Top Word Pairs in Tweet in G1:
[355] #ddj,ft
[355] ft,contestant
[355] contestant,tejasswi
[349] host,karan
[348] teja,comes
[348] comes,contestant
[348] contestant,#ddj
[348] #ddj,gonna
[348] gonna,situation
[348] situation,#ddj

Top Word Pairs in Tweet in G2:
[154] #karankundrra,#tejran
[136] #tejran,#tejranfam
[97] proud,father
[97] father,kkundrra
[97] kkundrra,boy
[97] boy,making
[97] making,proud
[97] proud,everyday
[97] everyday,#karankundrra
[96] maneesha_111,proud

Top Word Pairs in Tweet in G3:
[63] data,journalism
[36] data,driven
[34] improves,newsmaking
[33] big,data
[31] analytics,improves
[30] driven,analytics
[27] journalism,big
[21] case,study
[21] data,analysis
[20] essays,modules

Top Word Pairs in Tweet in G4:
[74] data,journalism
[22] top,10
[22] investigative,journalism
[16] open,nonprofits
[16] nonprofits,ngos
[15] journalism,top
[15] global,investigative
[13] journalism,network
[13] gijn's,membership
[13] membership,open

Top Word Pairs in Tweet in G5:
[115] karan,kundrra
[104] kundrra,talks
[104] talks,doing
[104] doing,dance
[104] dance,deewane
[104] deewane,juniors
[104] juniors,gf
[104] gf,tejasswi's
[104] tejasswi's,reaction
[104] reaction,mandana

Top Word Pairs in Tweet in G6:
[51] improves,newsmaking
[41] data,#journalism
[41] #journalism,#bigdata
[41] #bigdata,driven
[41] driven,#analytics
[41] #analytics,improves
[41] newsmaking,joshinav
[41] joshinav,forbes
[41] forbes,#ai
[40] bimedotcom,data

Top Word Pairs in Tweet in G7:
[24] bellingcat's,obtusatum
[23] critical,role
[23] role,data
[22] obtusatum,recently
[22] recently,#ijf22
[22] #ijf22,perugia
[22] perugia,discussed
[22] discussed,critical
[22] data,research
[22] research,play

Top Word Pairs in Tweet in G8:
[50] katherine,deves
[50] deves,citing
[50] citing,correct
[50] correct,data
[50] data,research
[50] research,uk
[50] uk,referring
[50] referring,prison
[50] prison,estate
[50] estate,samanthamaiden

Top Word Pairs in Tweet in G9:
[27] patskarvelas,really
[27] really,give
[27] give,toss
[27] toss,bullshit
[27] bullshit,journalism
[27] journalism,growing
[27] growing,amount
[26] earthwombat,patskarvelas
[26] amount,peop
[10] further,diminishes

Top Word Pairs in Tweet in G10:
[42] ashish,jha
[42] jha,whether
[42] whether,children
[42] children,wear
[42] wear,masks
[42] masks,american
[42] american,academy
[42] academy,pediatrics
[42] pediatrics,trust
[41] rising_serpent,ashish

Top Replied-To
Top Replied-To in Entire Graph:
@kkundrra
@colorstv
@natesilver538
@gfarooqi
@leo_puglisi6
@ndtv
@nehakhanna_07
@mkvenu1
@psainath_org
@patskarvelas

Top Replied-To in G2:
@kkundrra
@colorstv
@abhii1012
@sonaparihar3
@shiptothesky
@sherlockedbykk
@artsfornigam
@omsingh111
@officialaftabts
@dreamiiing__

Top Replied-To in G3:
@rvp

Top Replied-To in G4:
@ft
@fivethirtyeight
@libero_official
@cottarellicpi

Top Replied-To in G6:
@forbes

Top Replied-To in G7:
@apecquex
@dreamchsr

Top Replied-To in G9:
@patskarvelas
@ronnisalt
@paulbongiorno

Top Replied-To in G10:
@boutros555

Top Mentioned
Top Mentioned in Entire Graph:
@tejranlover0207
@maneesha_111
@kkundrra
@filmibeat
@gijn
@samanthamaiden
@katewillxx
@iparthvekariya
@karanku87112804
@forbes

Top Mentioned in G1:
@tejranlover0207
@maneesha_111
@shreyaxtweets
@kkundrra
@purnima80942927
@itsmetejasswi
@t734095411
@iparthvekariya

Top Mentioned in G2:
@maneesha_111
@kkundrra
@diva_188
@iparthvekariya
@tejranlover0207
@purnima80942927
@colorstv
@filmibeat
@itsmetejasswi
@simrani111

Top Mentioned in G3:
@academic_gurus1
@umutdaldal_
@7gtech
@dj_truk

Top Mentioned in G4:
@gijn
@morgenpost
@business
@bahareh360
@gijnru
@datajournalism
@teganbedser
@alastairotter
@ibwellssociety
@gijnafrica

Top Mentioned in G5:
@filmibeat
@karanku87112804
@tejranlover0207
@iparthvekariya
@purnima80942927
@maneesha_111
@_mayaluvz
@diva_188
@tellyshowbiz
@rimi2407

Top Mentioned in G6:
@forbes
@joshinav
@bimedotcom
@fedfragapane
@chidambara09
@algorithmchurch
@betamoroney
@enilev
@nigewillson
@mvollmer1

Top Mentioned in G7:
@bellingcat
@obtusatum
@juliaangwin
@themarkup
@brian_root
@journalismfest
@hrw
@mltellado
@pjotrsauer
@youranonnews

Top Mentioned in G8:
@samanthamaiden
@katewillxx

Top Mentioned in G9:
@earthwombat
@patskarvelas
@geerinmark
@ronnisalt
@keenydhk
@paulbongiorno
@albomp

Top Mentioned in G10:
@rising_serpent
@cdcdirector
@ashishkjha
@aslavitt
@statomattic
@boutros555

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@chidambara09
@hirogallery
@_redfrog
@mackaysuzie
@shiningtwicexo
@jfsebastian146
@lesleygsmith3
@minhkular
@ndtv

Top Tweeters in G1:
@shydarakshan143
@jaslyshipper
@rubina91940195
@youncole
@kalashetty12
@sj37538363
@priyank87328285
@riddhia13304352
@chouhanjessica
@gopikadharan1

Top Tweeters in G2:
@pomytudu
@thebookwormlog
@colorstv
@sumaiya49938106
@khawajamuhimran
@m105036
@dhananjaybadla2
@priyu302
@rajkyma58862836
@ajayk2805995

Top Tweeters in G3:
@rvp
@bmangh
@biconnections
@suriyasubraman
@publictrend
@patwhite70
@stonekoldsoul
@7wdata
@the_loungefly
@surreylive

Top Tweeters in G4:
@jornalistavitor
@_redfrog
@jfsebastian146
@business
@ml_tweet_bot
@nytimes
@washingtonpost
@lemondefr
@harmonyis1
@eldiarioes

Top Tweeters in G5:
@humtsoemeripeni
@filmibeat
@sweetymahure
@endofdayzzz_
@karanksquad
@renugrg8
@srish077
@vaibhav62323
@imdt18
@anze_shrestha

Top Tweeters in G6:
@chidambara09
@hubofml
@botsecx
@shi4tech
@forbes
@digitaldecoded1
@data_nerd
@rldi_lamy
@stanleyepstein
@hernangraffe

Top Tweeters in G7:
@sillygrandma99
@gareth0108
@youranonnews
@unfakingnews
@tsetiady
@google
@hrw
@lindajudy23
@digiday
@shyduroff2

Top Tweeters in G8:
@lesleygsmith3
@luddym
@lesleysemmens
@hindukushblonde
@crit_gen
@samanthamaiden
@perkybadboy5000
@colwight
@zombietron
@scottmacple

Top Tweeters in G9:
@slsandpet
@glebbern
@judetomyfriends
@u_hardy
@csi_lcrhms
@leinster_lad
@whiteswine
@pg0268
@gvg1
@patskarvelas

Top Tweeters in G10:
@digino69
@ggprez
@lcmarsh2
@aydoneymang
@unkljak1
@irishshopgirl1
@kebie19
@robertplewis
@tinatrich55
@rising_serpent


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