#ddj OR (data journalism) since:2022-07-04 until:2022-07-11, Twitter, 7/11/2022 9:02:29 AM, 279363


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#ddj OR (data journalism) since:2022-07-04 until:2022-07-11 Twitter NodeXL SNA Map and Report for Mo
#ddj OR (data journalism) since:2022-07-04 until:2022-07-11 Twitter NodeXL SNA Map and Report for Mo
From:
SMRFoundation
Uploaded on:
July 11, 2022
Short Description:
#ddj OR (data journalism) since:2022-07-04 until:2022-07-11 via NodeXL https://bit.ly/3Irxnql
@kkundrra
@this0499154500
@colorstv
@itsmetejasswi
@gijnafrica
@gijn
@sbsdataj
@africa_datahub
@datajournalism
@dev_journalism

Top hashtags:
#ddj
#tejran
#naagin6
#colorstv

Description:
Description
The graph represents a network of 2,870 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2022-07-04 until:2022-07-11", 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, 11 July 2022 at 08:57 UTC.

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 : 2870
Unique Edges : 6108
Edges With Duplicates : 578
Total Edges : 6686
Number of Edge Types : 5
Retweet : 2177
MentionsInRetweet : 3412
Replies to : 192
Mentions : 541
Tweet : 364
Self-Loops : 374
Reciprocated Vertex Pair Ratio : 0.0129632707329234
Reciprocated Edge Ratio : 0.0255947497949139
Connected Components : 352
Single-Vertex Connected Components : 120
Maximum Vertices in a Connected Component : 1708
Maximum Edges in a Connected Component : 5150
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.957236
Graph Density : 0.000740220766744838
Modularity : 0.511817
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,870 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2022-07-04 until:2022-07-11", 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, 11 July 2022 at 08:57 UTC.

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 : TwitterSearch
Graph Term : #ddj OR (data journalism) since:2022-07-04 until:2022-07-11
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:
[62] https://gijn.org/2022/07/08/data-journalism-top-10-russian-propaganda-indias-cyber-mercenaries-australian-flooding/
[42] https://www.goldawards.in/
[34] https://stibee.com/api/v1.0/emails/share/sliYhgUONnteDZouGLFcXLCI7W0XBgM=
[25] https://texty.org.ua/projects/107179/wall-fire-what-projectiles-hit-ukrainian-positions-and-how/
[19] https://boards.eu.greenhouse.io/financialtimes33/jobs/4056761101
[19] https://www.thestar.com/news/gta/2022/07/05/lower-income-ontarians-died-at-higher-rates-in-the-first-covid-waves-six-waves-in-the-pattern-remains.html
[17] https://docs.google.com/forms/d/e/1FAIpQLSfCgoEewUPDyAJsNT4GNz1j7pGkqF6s0tKQnUngeyoV1V1FMg/viewform
[15] https://twitter.com/bywillpollock/status/1541888722400169986?s=20&t=_d-zsKz5ASO8ADfJTLyGRw
[14] https://opennews.org/2022-survey
[14] https://epaper.hindustantimes.com/Home/ShareArticle?OrgId=7714d79969&imageview=0

Top URLs in Tweet in G1:
[41] https://www.goldawards.in/
[11] https://twitter.com/hidoikyou/status/1543648036987224064/video/1
[6] https://twitter.com/TejRanFellow/status/1544758613490601985
[4] https://twitter.com/hidoikyou/status/1543653949114568704/video/1
[2] https://www.youtube.com/shorts/c5ltbkXaUss?feature=share

[1] https://www.instagram.com/accounts/login/?next=/reel/Cflsnn5j17d/
[1] https://twitter.com/GossipsTv/status/1544940949763420160

Top URLs in Tweet in G2:
[53] https://gijn.org/2022/07/08/data-journalism-top-10-russian-propaganda-indias-cyber-mercenaries-australian-flooding/
[17] https://docs.google.com/forms/d/e/1FAIpQLSfCgoEewUPDyAJsNT4GNz1j7pGkqF6s0tKQnUngeyoV1V1FMg/viewform
[9] https://gijn.org/2022/07/07/top-10-ddj-degradatsiya-rossiyskoy-armii-slezhka-v-kitae-i-zapret-abortov/
[8] https://www.tiktok.com/@mediahackza/video/7117519443474779398?is_from_webapp=1&sender_device=pc&web_id=6986995420493972994
[8] https://mailchi.mp/gijn/fellowships-data-journalism-stories-of-the-month?e=7ff4636119
[7] https://www.icirnigeria.org/special-report-nigeria-tops-list-of-grounded-aircraft-fleets-globally/
[6] https://www.africadatahub.org/training-modules/an-introduction-to-using-data
[6] https://techeconomy.ng/2022/07/africa-data-hub-selects-8-journalists-for-first-cohort-of-its-community-journalism-fellowship/
[5] 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/
[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 G3:
[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 G4:
[19] https://boards.eu.greenhouse.io/financialtimes33/jobs/4056761101
[8] https://parli-n-grams.puntofisso.net/index.php?ngrams=commons%3Aresign
[2] https://www.bbc.co.uk/news/business-62057321
[2] https://puntofisso.net/newsletter/
[1] https://ft.trib.al/nQYiRNP

Top URLs in Tweet in G5:
[34] https://stibee.com/api/v1.0/emails/share/sliYhgUONnteDZouGLFcXLCI7W0XBgM=
[3] https://stibee.com/api/v1.0/emails/share/flWagbUc1YUXymqy6x5WFXXU9zbLUjc=

Top URLs in Tweet in G8:
[2] https://twitter.com/yanoak/status/1543856289217781762
[2] https://earthjournalism.net/mekongdata
[2] https://twitter.com/yanoak/status/1543856255634026496
[2] https://penangmonthly.com/article/20684/a-pivotal-role-awaits-data-journalism-in-southeast-asia

Top URLs in Tweet in G9:
[25] https://texty.org.ua/projects/107179/wall-fire-what-projectiles-hit-ukrainian-positions-and-how/

Top URLs in Tweet in G10:
[8] https://twentytendaily.com/africa-data-hub-announces-first-cohort-of-its-community-journalism-fellowship
[5] https://techeconomy.ng/2022/07/africa-data-hub-selects-8-journalists-for-first-cohort-of-its-community-journalism-fellowship/

Top Domains
Top Domains in Tweet in Entire Graph:
[121] twitter.com
[95] gijn.org
[42] goldawards.in
[37] stibee.com
[28] youtube.com
[25] org.ua
[22] google.com
[19] greenhouse.io
[19] thestar.com
[16] ndr.de

Top Domains in Tweet in G1:
[41] goldawards.in
[22] twitter.com
[2] youtube.com
[1] instagram.com

Top Domains in Tweet in G2:
[83] gijn.org
[18] twitter.com
[17] google.com
[11] medium.com
[8] co.za
[8] tiktok.com
[8] mailchi.mp
[7] icirnigeria.org
[6] africadatahub.org
[6] techeconomy.ng

Top Domains in Tweet in G3:
[17] twitter.com
[10] gijn.org
[7] rawstory.com
[6] 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 G4:
[19] greenhouse.io
[10] puntofisso.net
[2] co.uk
[1] trib.al

Top Domains in Tweet in G5:
[37] stibee.com

Top Domains in Tweet in G8:
[4] twitter.com
[2] earthjournalism.net
[2] penangmonthly.com

Top Domains in Tweet in G9:
[25] org.ua

Top Domains in Tweet in G10:
[8] twentytendaily.com
[5] techeconomy.ng

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1798] ddj
[1518] tejran
[1341] naagin6
[1297] colorstv
[249] karankundrra
[137] ddjwithkaran
[100] data
[95] journalism
[79] tejranfam
[67] tejasswiprakash



Top Hashtags in Tweet in G1:
[1525] ddj
[1492] tejran
[1333] naagin6
[1294] colorstv
[237] karankundrra
[134] ddjwithkaran
[72] tejranfam
[66] kkundrrasquad
[54] tejasswiprakash
[49] weekendswithtejran

Top Hashtags in Tweet in G2:
[32] ddj
[27] data
[21] nigeria
[17] call
[17] inequality
[17] development
[12] datajournalism
[8] microtraining
[7] pfizerdocuments
[5] ourworldincharts

Top Hashtags in Tweet in G3:
[43] ddj
[10] tejran
[7] journalism
[5] tejranfam
[4] karankundrra
[4] data
[3] dataviz
[3] ddjwithkaran
[2] kkundrrasqaud
[2] tejasswiprakash

Top Hashtags in Tweet in G4:
[30] ddj
[8] hansard
[4] uberfiles
[2] dataviz
[2] opendata
[2] journalism

Top Hashtags in Tweet in G5:
[50] 마부뉴스
[50] data
[50] journalism
[34] cctv
[14] 골프
[14] 물부족
[14] 흠뻑쇼
[3] 마약

Top Hashtags in Tweet in G8:
[21] ddj
[17] datajournalism

Top Hashtags in Tweet in G9:
[25] ddj

Top Hashtags in Tweet in G10:
[9] mediaxmentalhealth
[9] suicideprevention
[9] journalism
[9] unashamed
[9] asidocares
[4] data
[3] media
[1] journalist

Top Words
Top Words in Tweet in Entire Graph:
[1838] #ddj
[1555] #tejran
[1403] kkundrra
[1378] #naagin6
[1340] itsmetejasswi
[1304] watch
[1297] #colorstv
[1296] excited
[1296] tell
[1295] day

Top Words in Tweet in G1:
[1562] #ddj
[1529] #tejran
[1398] kkundrra
[1370] #naagin6
[1337] itsmetejasswi
[1296] watch
[1294] #colorstv
[1288] excited
[1287] guys
[1286] officially

Top Words in Tweet in G2:
[183] data
[134] journalism
[40] 10
[33] fellowship
[32] #ddj
[32] top
[31] #data
[29] analysis
[29] access
[28] story

Top Words in Tweet in G3:
[120] data
[99] journalism
[43] #ddj
[32] র
[22] য
[16] journalists
[13] bondi
[12] driven
[12] 2022
[12] ন

Top Words in Tweet in G4:
[44] data
[30] #ddj
[22] journalism
[22] journalist
[21] awards
[20] hiring
[20] ftdata
[20] press
[18] team
[16] proved

Top Words in Tweet in G5:
[61] cctv가
[60] 설치되어
[51] #마부뉴스
[51] #data
[51] #journalism
[44] 당
[42] 물이
[34] #cctv
[32] cctv
[30] 주요

Top Words in Tweet in G6:
[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 G7:
[52] code
[52] data
[26] favorite
[26] examples
[26] literate
[26] programming
[26] documents
[26] notebooks
[26] journalism
[26] academic

Top Words in Tweet in G8:
[25] data
[25] journalism
[21] #ddj
[20] southeast
[20] asia
[19] activism
[18] come
[18] kuangkeng
[18] keng
[17] #datajournalism

Top Words in Tweet in G9:
[25] wall
[25] fire
[25] interactive
[25] #ddj
[25] data
[25] visualisation
[25] shows
[25] happens
[25] around
[25] hypothetical

Top Words in Tweet in G10:
[20] fellowship
[17] data
[13] journalism
[12] community
[9] hour
[9] draws
[9] closer
[9] important
[9] remind
[9] devices

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1330] itsmetejasswi,kkundrra
[1290] excited,watch
[1290] #ddj,#naagin6
[1289] officially,#tejran
[1289] #tejran,day
[1289] day,guys
[1289] guys,excited
[1289] watch,favourite
[1289] favourite,pair
[1289] pair,tonight

Top Word Pairs in Tweet in G1:
[1327] itsmetejasswi,kkundrra
[1287] #ddj,#naagin6
[1286] officially,#tejran
[1286] #tejran,day
[1286] day,guys
[1286] guys,excited
[1286] excited,watch
[1286] watch,favourite
[1286] favourite,pair
[1286] pair,tonight

Top Word Pairs in Tweet in G2:
[94] data,journalism
[29] top,10
[19] deadline,july
[18] journalism,top
[17] #call,applications
[17] applications,#inequality
[17] #inequality,reporting
[17] reporting,fellowship
[17] fellowship,dev_journalism
[17] dev_journalism,focused

Top Word Pairs in Tweet in G3:
[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
[7] celebrating,18

Top Word Pairs in Tweet in G4:
[22] data,journalist
[20] hiring,data
[20] press,awards
[13] data,journalism
[10] job,alert
[10] ftdata,team
[10] full,details
[10] details,application
[10] application,form
[10] form,#ddj

Top Word Pairs in Tweet in G5:
[51] #마부뉴스,#data
[51] #data,#journalism
[34] #cctv,#마부뉴스
[30] 주요,도시별
[30] 도시별,cctv
[30] cctv,현황을
[30] 현황을,살펴봅시다
[30] 살펴봅시다,총
[30] 총,개수로
[30] 개수로,보면

Top Word Pairs in Tweet in G6:
[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 G7:
[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 G8:
[20] southeast,asia
[18] kuangkeng,keng
[17] #datajournalism,southeast
[17] asia,come
[17] come,long
[17] long,way
[17] way,past
[17] past,decade
[17] decade,last
[17] last,month

Top Word Pairs in Tweet in G9:
[25] wall,fire
[25] fire,interactive
[25] interactive,#ddj
[25] #ddj,data
[25] data,visualisation
[25] visualisation,shows
[25] shows,happens
[25] happens,around
[25] around,hypothetical
[25] hypothetical,ukrainian

Top Word Pairs in Tweet in G10:
[12] community,journalism
[12] journalism,fellowship
[9] hour,draws
[9] draws,closer
[9] closer,important
[9] important,remind
[9] remind,devices
[9] devices,ready
[9] ready,network
[9] network,check

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@kkundrra
@itsmetejasswi
@colorstv
@justvoot
@occrp
@mediahackza
@dev_journalism
@ftdata
@kuangkeng
@aghniaadzkia

Top Mentioned in G1:
@kkundrra
@itsmetejasswi
@colorstv
@justvoot
@marzipestonji
@tejranofficials
@jasminbhasin
@thefarahkhan
@norafatehi
@neetu54

Top Mentioned in G2:
@occrp
@mediahackza
@dev_journalism
@nytimes
@nodexl
@gijn
@c4ads
@africa_datahub
@wwwproektmedia
@abcnews

Top Mentioned in G3:

Top Mentioned in G4:
@ftdata
@guardian
@icijorg
@paullewis
@bbcnews
@indianexpress
@becky_dale
@nassos_
@chrisjeavans

Top Mentioned in G8:
@kuangkeng
@aghniaadzkia
@bnhrdotxyz
@penangmonthly
@yanoak
@rodzam
@journalism_ica
@icahdq
@malaysiakini

Top Mentioned in G10:
@orodata
@egenukan
@tunde_omolehin
@anngodwinj
@vickywizee
@holatung
@guardiannigeria
@wsoyinkacentre

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

Top Tweeters in G1:
@mu790970usman
@shahzebalvi4
@shydarakshan143
@sushmi198
@humtsoemeripeni
@jasly20061611
@sushma21sush
@colorstv
@alinsamal1
@rajkyma58862836

Top Tweeters in G2:
@reuters
@nationafrica
@nytimes
@pmihail1
@mjoehlerich
@abcnews
@baluch_h1
@bbcworld
@ft
@fazamor

Top Tweeters in G3:
@amyayers16
@vanguardngrnews
@knittingknots
@louangie
@suriyasubraman
@mediabot
@naijanewswire
@onwardng
@troothmonstah
@vagrantcow

Top Tweeters in G4:
@indianexpress
@guardian
@markplackett1
@glynmoody
@bbcnews
@acarpendigital
@subtleblade
@psychemedia
@puntofisso
@lasombra_br

Top Tweeters in G5:
@usachanizm
@mindooze
@southstep
@listenpin
@onezero42o
@ksixrenine
@slowestcat
@three_oclock_
@bu1608
@clementia2017

Top Tweeters in G6:
@morganchevitage
@jerviscapital
@5solae
@suraze
@dreamz31
@huntertotheworl
@richieda1
@thelaymansdr
@brandonage
@janice_01595

Top Tweeters in G7:
@poseysessions
@_eleanorina
@thatandromeda
@friede
@mshook
@provatlantic
@profwernimont
@fussycoder
@jbj
@ted_underwood

Top Tweeters in G8:
@malaysiakini
@budumalli
@visualisingdata
@glynmottershead
@robinkwong
@yanoak
@nabbycat
@aghniaadzkia
@xhgmattia
@janieoctia

Top Tweeters in G9:
@gontsa
@podilskyi
@alcebaid
@maryxma
@mademoiselle_87
@unfreshener
@tanyalokot
@mark_turrell
@alexalutor
@dindonbass

Top Tweeters in G10:
@mentalhealthbo5
@guardiannigeria
@fbilash
@lotufodunrin
@techeconomyng
@mediacareerngr
@wsoyinkacentre
@oloyenaija1
@laoluogunlana
@shalom_bae


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