#ddj OR (data journalism), Twitter, 7/11/2022 11:54:27 PM, 279401


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#ddj OR (data journalism)_2022-07-11_09-30-01.xlsx
#ddj OR (data journalism)_2022-07-11_09-30-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 11, 2022
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3uEwXqS
@colorstv
@this0499154500
@kkundrra
@hidoikyou
@gijnafrica
@gijn
@sbsdataj
@africa_datahub
@datajournalism
@yanoak

Top hashtags:
#ddj
#tejran
#karankundrra
#ddjwithkaran
#karzi
#naagin6
#tejranfam

Description:
Description
The graph represents a network of 2,999 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, 11 July 2022 at 16:32 UTC.

The requested start date was Monday, 11 July 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, 22-hour, 0-minute period from Monday, 04 July 2022 at 00:15 UTC to Sunday, 10 July 2022 at 22:15 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 : 2999
Unique Edges : 1242
Edges With Duplicates : 5334
Total Edges : 6576
Number of Edge Types : 5
Retweet : 2513
MentionsInRetweet : 2992
Replies to : 138
Mentions : 543
Tweet : 390
Self-Loops : 400
Reciprocated Vertex Pair Ratio : 0.0159057437407953
Reciprocated Edge Ratio : 0.031313424180922
Connected Components : 363
Single-Vertex Connected Components : 131
Maximum Vertices in a Connected Component : 1822
Maximum Edges in a Connected Component : 4710
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.325987
Graph Density : 0.000383605742719221
Modularity : 0.457215
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,999 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, 11 July 2022 at 16:32 UTC.

The requested start date was Monday, 11 July 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, 22-hour, 0-minute period from Monday, 04 July 2022 at 00:15 UTC to Sunday, 10 July 2022 at 22:15 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:
[41] https://www.goldawards.in/
[23] https://gijn.org/2022/07/08/data-journalism-top-10-russian-propaganda-indias-cyber-mercenaries-australian-flooding/
[11] https://boards.eu.greenhouse.io/financialtimes33/jobs/4056761101
[8] https://gijn.org/2022/07/07/top-10-ddj-degradatsiya-rossiyskoy-armii-slezhka-v-kitae-i-zapret-abortov/
[8] https://parli-n-grams.puntofisso.net/index.php?ngrams=commons%3Aresign
[7] https://www.ted.com/talks/alison_killing_how_data_driven_journalism_illuminates_patterns_of_injustice?utm_source=tedcomshare&utm_medium=social&utm_campaign=tedspread
[6] https://www.africadatahub.org/training-modules/an-introduction-to-using-data
[6] https://filwd.substack.com/p/theory-in-vis
[6] https://www.youtube.com/watch?v=jDpiYodNp5U

[5] https://gijn.org/2022/07/01/data-journalism-top-10-abortion-ban-burdens-china-surveillance-heat-wave-threats-and-russias-degraded-army/

Top URLs in Tweet in G1:
[2] https://www.youtube.com/shorts/c5ltbkXaUss?feature=share

[1] https://www.goldawards.in/

Top URLs in Tweet in G2:
[5] https://www.goldawards.in/
[1] https://www.youtube.com/watch?v=Hw9S64jndf0&feature=youtu.be


Top URLs in Tweet in G3:
[15] https://gijn.org/2022/07/08/data-journalism-top-10-russian-propaganda-indias-cyber-mercenaries-australian-flooding/
[8] https://gijn.org/2022/07/07/top-10-ddj-degradatsiya-rossiyskoy-armii-slezhka-v-kitae-i-zapret-abortov/
[6] https://www.africadatahub.org/training-modules/an-introduction-to-using-data
[3] https://mailchi.mp/gijn/fellowships-data-journalism-stories-of-the-month?e=7ff4636119
[2] https://internews.kg/proekty/proekt-media-k-proekty/data-journalism/jurnalistika-dannyh/v-kyrgyzstane-i-tadzhikistane-v-pomoshh-zhurnalistam-sobrany-bazy-dannyh-i-sozdano-rukovodstvo-po-poisku-data-setov/
[2] https://gijn.org/2022/07/01/data-journalism-top-10-abortion-ban-burdens-china-surveillance-heat-wave-threats-and-russias-degraded-army/
[2] https://techeconomy.ng/2022/07/africa-data-hub-selects-8-journalists-for-first-cohort-of-its-community-journalism-fellowship/
[2] https://datajournalism.com/
[1] https://www.proekt.media/research/ofitsialnaya-statistika-minoborony/?fbclid=IwAR1F5Q6j1I6UnuxhpC-BYRJFM0Fq2rXyDSgy4W4val-Nz60-tjGNt-_jfws
[1] https://gijn.org/2022/06/21/asias-sopa-awards-honor-stories-on-fishing-crimes-uzbek-taxpayer-abuses-and-covid-data-obstruction/

Top URLs in Tweet in G4:
[34] https://www.goldawards.in/
[1] https://www.instagram.com/accounts/login/?next=/reel/Cflsnn5j17d/
[1] https://twitter.com/TejRanFellow/status/1544758613490601985
[1] https://twitter.com/lkjahab4/status/1544946452241485824
[1] https://twitter.com/GossipsTv/status/1544940949763420160

Top URLs in Tweet in G5:
[7] https://gijn.org/2022/07/08/data-journalism-top-10-russian-propaganda-indias-cyber-mercenaries-australian-flooding/
[3] https://gijn.org/2022/07/01/data-journalism-top-10-abortion-ban-burdens-china-surveillance-heat-wave-threats-and-russias-degraded-army/
[3] https://www.rawstory.com/ken-griffin-citadel/
[2] https://www.rawstory.com/google-user-data/
[2] https://twitter.com/axios/status/1545403037891661824
[2] https://techeconomy.ng/
[2] https://www.sueddeutsche.de/projekte/artikel/wissen/klimawandel-in-deutschlands-zukunft-starkregen-hitze-duerre-e884175/?utm_source=twitter&utm_medium=twitterbot&utm_content=e884175&reduced=true
[1] https://www.ted.com/talks/alison_killing_how_data_driven_journalism_illuminates_patterns_of_injustice
[1] https://www.vanguardngr.com/2022/07/nuj-icir-to-train-journalists-on-data-multimedia-journalism/
[1] https://www.vanguardngr.com/2022/07/nuj-icir-to-train-journalists-on-data-multimedia-journalism/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G6:
[5] https://stibee.com/api/v1.0/emails/share/sliYhgUONnteDZouGLFcXLCI7W0XBgM=
[1] https://stibee.com/api/v1.0/emails/share/flWagbUc1YUXymqy6x5WFXXU9zbLUjc=

Top URLs in Tweet in G8:
[8] https://parli-n-grams.puntofisso.net/index.php?ngrams=commons%3Aresign
[1] https://www.bbc.co.uk/news/business-62057321
[1] https://puntofisso.net/newsletter/

Top URLs in Tweet in G10:
[1] https://penangmonthly.com/article/20684/a-pivotal-role-awaits-data-journalism-in-southeast-asia
[1] https://earthjournalism.net/mekongdata
[1] https://twitter.com/yanoak/status/1543856255634026496
[1] https://twitter.com/yanoak/status/1543856289217781762

Top Domains
Top Domains in Tweet in Entire Graph:
[60] twitter.com
[43] gijn.org
[41] goldawards.in
[21] youtube.com
[12] ted.com
[11] greenhouse.io
[9] puntofisso.net
[9] datacenterfrontier.com
[8] techeconomy.ng
[8] rawstory.com

Top Domains in Tweet in G1:
[2] youtube.com
[1] goldawards.in

Top Domains in Tweet in G2:
[5] goldawards.in
[1] youtube.com

Top Domains in Tweet in G3:
[32] gijn.org
[7] twitter.com
[6] africadatahub.org
[4] datajournalism.com
[3] medium.com
[3] mailchi.mp
[3] thanhnien.vn
[2] internews.kg
[2] co.za
[2] techeconomy.ng

Top Domains in Tweet in G4:
[34] goldawards.in
[3] twitter.com
[1] instagram.com

Top Domains in Tweet in G5:
[17] twitter.com
[10] gijn.org
[7] rawstory.com
[5] youtube.com
[4] ted.com
[4] europeandatajournalism.eu
[3] techeconomy.ng
[2] vanguardngr.com
[2] google.com
[2] washingtonpost.com

Top Domains in Tweet in G6:
[6] stibee.com

Top Domains in Tweet in G8:
[9] puntofisso.net
[1] co.uk

Top Domains in Tweet in G10:
[2] twitter.com
[1] penangmonthly.com
[1] earthjournalism.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1899] ddj
[1709] tejran
[446] karankundrra
[347] ddjwithkaran
[154] karzi
[48] naagin6
[48] tejranfam
[39] journalism
[38] datajournalism
[34] neetukapoor



Top Hashtags in Tweet in G1:
[1133] tejran
[1131] ddj
[8] karankundrra
[4] naagin6
[4] tejasswiprakash
[3] dancedeewanejuniors
[1] colorstv
[1] karzi
[1] ddjwithkaran
[1] baarishaayihai

Top Hashtags in Tweet in G2:
[389] ddj
[379] tejran
[281] karankundrra
[274] ddjwithkaran
[134] karzi
[7] tejranfam
[4] dancedeewanejuniors
[3] kkundrrasquad
[1] weekendswithtejran
[1] kkundrrasqaud

Top Hashtags in Tweet in G3:
[22] ddj
[19] call
[19] inequality
[8] microtraining
[8] pfizerdocuments
[7] datajournalism
[7] data
[5] ourworldincharts
[4] nigeria
[3] podcast

Top Hashtags in Tweet in G4:
[193] ddj
[170] tejran
[142] karankundrra
[70] ddjwithkaran
[40] naagin6
[34] tejranfam
[34] neetukapoor
[28] weekendswithtejran
[24] kkundrrasquad
[21] baarishaayihai

Top Hashtags in Tweet in G5:
[44] ddj
[11] tejran
[8] journalism
[7] karankundrra
[5] data
[4] tejranfam
[3] dataviz
[2] dancedeewanejuniors
[2] ddjwithkaran
[2] baarishaayihai

Top Hashtags in Tweet in G6:
[6] data
[6] journalism
[5] cctv
[4] 마부뉴욤
[2] 마부뉴스
[1] 마약
[1] 골프
[1] 물부족
[1] 흠뻑쇼

Top Hashtags in Tweet in G8:
[9] ddj
[8] hansard
[4] uberfiles
[1] dataviz
[1] opendata
[1] journalism

Top Hashtags in Tweet in G10:
[17] datajournalism
[4] ddj

Top Words
Top Words in Tweet in Entire Graph:
[1899] #ddj
[1665] #tejran
[1342] colorstv
[1304] watch
[1302] excited
[1302] tell
[1301] day
[1297] guys
[1296] officially
[1296] favourite

Top Words in Tweet in G1:
[1133] #tejran
[1131] #ddj
[1120] colorstv
[1117] officially
[1117] day
[1117] guys
[1117] excited
[1117] watch
[1117] favourite
[1117] pair

Top Words in Tweet in G2:
[389] #ddj
[337] #tejran
[290] hidoikyou
[281] #karankundrra
[274] #ddjwithkaran
[134] #karzi
[133] skskks
[133] karannnnn
[133] coming
[133] slowww

Top Words in Tweet in G3:
[152] data
[108] journalism
[59] gijn
[38] dev_journalism
[37] 10
[31] fellowship
[30] top
[24] gijn's
[24] russian
[23] africa_datahub

Top Words in Tweet in G4:
[193] #ddj
[168] #tejran
[142] #karankundrra
[113] colorstv
[85] kkundrra
[75] watch
[71] excited
[70] #ddjwithkaran
[70] guys
[70] forget

Top Words in Tweet in G5:
[125] data
[100] journalism
[74] î
[44] #ddj
[32] র
[22] æ
[22] য
[16] journalists
[14] ç
[13] bondi

Top Words in Tweet in G6:
[744] ì
[374] ë
[127] í
[91] ê
[86] œ
[86] ìš
[73] ϑ
[53] ìœ
[51] œìš
[49] cctvê

Top Words in Tweet in G7:
[68] science
[34] part
[34] 79th
[34] anniversary
[34] offering
[34] scholarships
[34] chris
[34] bovel
[34] computer
[34] data

Top Words in Tweet in G8:
[17] data
[16] journalism
[11] awards
[10] icijorg
[10] records
[10] press
[10] harrietclugston
[9] #ddj
[9] missed
[9] first

Top Words in Tweet in G9:
[27] code
[27] data
[26] favorite
[26] examples
[26] literate
[26] programming
[26] documents
[26] notebooks
[26] journalism
[26] academic

Top Words in Tweet in G10:
[19] yanoak
[19] southeast
[19] asia
[18] come
[17] #datajournalism
[17] long
[17] way
[17] past
[17] decade
[17] last

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1296] excited,watch
[1295] officially,#tejran
[1295] #tejran,day
[1295] day,guys
[1295] guys,excited
[1295] watch,favourite
[1295] favourite,pair
[1295] pair,tonight
[1295] tonight,tell
[1295] tell,comments

Top Word Pairs in Tweet in G1:
[1117] officially,#tejran
[1117] #tejran,day
[1117] day,guys
[1117] guys,excited
[1117] excited,watch
[1117] watch,favourite
[1117] favourite,pair
[1117] pair,tonight
[1117] tonight,tell
[1117] tell,comments

Top Word Pairs in Tweet in G2:
[270] #ddjwithkaran,#ddj
[139] #karankundrra,#ddjwithkaran
[137] #karankundrra,#tejran
[133] skskks,karannnnn
[133] karannnnn,coming
[133] coming,slowww
[133] slowww,theee
[133] theee,good
[133] good,one
[133] one,#karzi

Top Word Pairs in Tweet in G3:
[87] data,journalism
[27] top,10
[19] journalism,top
[19] #call,applications
[19] applications,#inequality
[19] #inequality,reporting
[19] reporting,fellowship
[19] fellowship,dev_journalism
[19] dev_journalism,focused
[19] focused,sub

Top Word Pairs in Tweet in G4:
[70] forget,tune
[69] colorstv,officially
[69] officially,#tejran
[69] #tejran,day
[69] day,guys
[69] guys,excited
[69] excited,watch
[69] watch,favourite
[69] favourite,pair
[69] pair,tonight

Top Word Pairs in Tweet in G5:
[47] î,î
[30] data,journalism
[12] data,driven
[10] driven,journalism
[7] journalism,illuminates
[7] illuminates,patterns
[7] patterns,injustice
[7] alison,killing
[7] raw,story
[7] story,celebrating

Top Word Pairs in Tweet in G6:
[189] ì,ì
[142] ë,ì
[96] ì,ë
[61] ì,ê
[58] ì,í
[50] œìš,ì
[49] ì,œë
[49] œ,ë
[49] ìš,ì
[48] êµ,ì

Top Word Pairs in Tweet in G7:
[34] part,79th
[34] 79th,anniversary
[34] anniversary,offering
[34] offering,scholarships
[34] scholarships,chris
[34] chris,bovel
[34] bovel,computer
[34] computer,science
[34] science,data
[34] data,science

Top Word Pairs in Tweet in G8:
[12] data,journalism
[10] press,awards
[9] missed,first
[9] first,extremely
[9] extremely,dissapointing
[9] dissapointing,see
[9] see,data
[9] journalism,category
[9] category,removed
[9] removed,press

Top Word Pairs in Tweet in G9:
[26] favorite,examples
[26] examples,literate
[26] literate,programming
[26] programming,documents
[26] documents,code
[26] code,notebooks
[26] notebooks,data
[26] data,journalism
[26] journalism,academic
[26] academic,articles

Top Word Pairs in Tweet in G10:
[19] southeast,asia
[17] #datajournalism,southeast
[17] asia,come
[17] come,long
[17] long,way
[17] way,past
[17] past,decade
[17] decade,last
[17] last,month
[17] month,chance

Top Replied-To
Top Replied-To in Entire Graph:
@colorstv
@kkundrra
@chadskelton
@ljpatton
@theage
@harrietclugston
@jrmyphlmn
@rafayzmalik
@spotify
@breitbartnews

Top Replied-To in G1:
@colorstv

Top Replied-To in G3:
@theage
@milesneutral
@africa_datahub
@smh
@abcnews

Top Replied-To in G4:
@colorstv
@kkundrra
@thebajaoman
@maizineil

Top Replied-To in G8:
@harrietclugston
@icijorg

Top Replied-To in G10:
@fstalph

Top Mentioned
Top Mentioned in Entire Graph:
@colorstv
@hidoikyou
@kkundrra
@gijn
@sbsdataj
@justvoot
@ishikkkka
@rency001
@nestaja
@naaj_24

Top Mentioned in G1:
@colorstv
@rituja23
@_itzz_shraa
@itsmetejasswi
@kkundrra
@prachis28230483
@hidoikyou
@tejranofficials

Top Mentioned in G2:
@hidoikyou
@colorstv
@babitamitharwal
@talk2myback
@ishikkkka
@whatapity_1233
@jazzdhillonzz

Top Mentioned in G3:
@gijn
@africa_datahub
@dev_journalism
@gijnafrica
@occrp
@mediahackza
@wwwproektmedia
@theage
@outlierafrica
@alastairotter

Top Mentioned in G4:
@colorstv
@kkundrra
@justvoot
@rency001
@ishikkkka
@naaj_24
@hidoikyou
@whatapity_1233
@jazzdhillonzz
@itsmetejasswi

Top Mentioned in G5:

Top Mentioned in G6:
@sbsdataj

Top Mentioned in G7:
@nestaja

Top Mentioned in G8:
@icijorg
@guardian
@puntofisso
@harrietclugston
@f_obermaier
@bbcnews
@indianexpress
@chrisjeavans
@paullewis
@akhilr23

Top Mentioned in G9:
@ryancordell

Top Mentioned in G10:
@yanoak
@kuangkeng
@bnhrdotxyz
@rodzam
@journalism_ica
@icahdq
@aghniaadzkia
@penangmonthly
@malaysiakini

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@cybersecurityn8
@httweets
@ndtv
@indianexpress
@reuters
@amyayers16
@yathinkn
@guardian
@tyrelle123

Top Tweeters in G1:
@mu790970usman
@shahzebalvi4
@shydarakshan143
@sushmi198
@sushma21sush
@alinsamal1
@colorstv
@samantadigal
@himanshjj
@kongkalleona

Top Tweeters in G2:
@jasly20061611
@sumaiya49938106
@m105036
@sam_kkundrra
@crazyymils
@tejranxking
@renugrg8
@anushka_mishra8
@fatimas03212103
@ashmita80299981

Top Tweeters in G3:
@reuters
@tyrelle123
@nationafrica
@nytimes
@pmihail1
@mjoehlerich
@abcnews
@baluch_h1
@bbcworld
@ft

Top Tweeters in G4:
@humtsoemeripeni
@rajkyma58862836
@sm05154176
@teju_life
@sachins10360364
@srish077
@karanku78763037
@endofdayzzz_
@kj26510053
@ankitapatel2390

Top Tweeters in G5:
@amyayers16
@vanguardngrnews
@knittingknots
@louangie
@suriyasubraman
@naijanewswire
@mediabot
@onwardng
@troothmonstah
@vagrantcow

Top Tweeters in G6:
@usachanizm
@mindooze
@southstep
@listenpin
@onezero42o
@ksixrenine
@slowestcat
@three_oclock_
@bu1608
@clementia2017

Top Tweeters in G7:
@morganchevitage
@jerviscapital
@5solae
@suraze
@dreamz31
@huntertotheworl
@richieda1
@thelaymansdr
@brandonage
@janice_01595

Top Tweeters in G8:
@indianexpress
@guardian
@markplackett1
@bbcnews
@acarpendigital
@subtleblade
@puntofisso
@paulbradshaw
@alan_s_morrison
@icijorg

Top Tweeters in G9:
@poseysessions
@_eleanorina
@thatandromeda
@friede
@mshook
@provatlantic
@profwernimont
@fussycoder
@jbj
@ted_underwood

Top Tweeters in G10:
@malaysiakini
@budumalli
@visualisingdata
@glynmottershead
@robinkwong
@yanoak
@nabbycat
@aghniaadzkia
@xhgmattia
@janieoctia


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