#ddj OR (data journalism) since:2022-08-08 until:2022-08-15, Twitter, 8/15/2022 10:49:01 AM, 280095


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#ddj OR (data journalism) since:2022-08-08 until:2022-08-15 Twitter NodeXL SNA Map and Report for Mo
#ddj OR (data journalism) since:2022-08-08 until:2022-08-15 Twitter NodeXL SNA Map and Report for Mo
From:
SMRFoundation
Uploaded on:
August 15, 2022
Short Description:
#ddj OR (data journalism) since:2022-08-08 until:2022-08-15 via NodeXL https://bit.ly/3PnDq16
@olivermathenge
@gijn
@gijnafrica
@columbiajourn
@gijnru
@reutersgraphics
@welt
@niggi
@warninggraphicc
@cholten99

Top hashtags:


Description:
Description
The graph represents a network of 1,995 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2022-08-08 until:2022-08-15", 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, 15 August 2022 at 09:07 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 16-minute period from Monday, 08 August 2022 at 00:35 UTC to Sunday, 14 August 2022 at 23:52 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 : 1995
Unique Edges : 3086
Edges With Duplicates : 367
Total Edges : 3453
Number of Edge Types : 5
Retweet : 1296
Replies to : 132
Mentions : 477
MentionsInRetweet : 1279
Tweet : 269
Self-Loops : 283
Reciprocated Vertex Pair Ratio : 0.0175261206605999
Reciprocated Edge Ratio : 0.0344484928784366
Connected Components : 311
Single-Vertex Connected Components : 113
Maximum Vertices in a Connected Component : 285
Maximum Edges in a Connected Component : 743
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.292711
Graph Density : 0.000758918359087287
Modularity : 0.83737
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 1,995 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2022-08-08 until:2022-08-15", 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, 15 August 2022 at 09:07 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 16-minute period from Monday, 08 August 2022 at 00:35 UTC to Sunday, 14 August 2022 at 23:52 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:2022-08-08 until:2022-08-15
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:
[131] https://uebermedien.de/74419/wir-haben-ausgewertet-welche-meinungen-die-welt-community-liebt/
[84] https://gijn.org/2022/08/12/data-journalism-top-10-shark-attack-city-cool-spots-illegal-mines-extreme-weather-summer-vacation/
[56] https://twitter.com/descifraguerra/status/1558374795569516545
[34] https://twitter.com/Simmons__/status/1557647957016678404
[27] https://nrch.de/scicar2022
[26] https://www.edwardtufte.com/
[24] https://www.rawstory.com/facebook-abortion-information/
[23] https://gijn.org/2022/08/05/data-journalism-top-10-vehicle-data-privacy-formula-one-history-indias-extrajudicial-killings-losing-your-cool/
[20] https://twitter.com/DavidClinchNews/status/1557350715022098435
[15] https://twitter.com/BusinessInsider/status/1547294514934693889

Top URLs in Tweet in G1:
[3] https://twitter.com/olivermathenge/status/1558878444372590593

Top URLs in Tweet in G2:
[79] https://gijn.org/2022/08/12/data-journalism-top-10-shark-attack-city-cool-spots-illegal-mines-extreme-weather-summer-vacation/
[14] https://gijn.org/2022/08/05/data-journalism-top-10-vehicle-data-privacy-formula-one-history-indias-extrajudicial-killings-losing-your-cool/
[14] https://gijn.org/2022/08/08/top-10-ddj-konfidentsialnost-dannyih-v-vashem-avto-istoriya-formulyi-1-vnesudebnyie-kazni-v-indii/
[11] https://gijn.org/2022/08/05/top-10-ddj-stereotipy-v-detskoy-odezhde-indeks-sendvicha-pribyl-ot-immigratsii-i-zdravoohraneniya/
[8] https://gijn.org/2022/08/08/supercharge-your-environmental-investigative-stories-with-data-and-visuals/
[7] https://journalismcourses.org/news/grow-your-data-journalism-toolkit-with-knight-center-course-on-r-programming-language/
[6] https://journalismcourses.org/course/advanced-data-journalism-doing-more-with-r/
[6] https://www.youtube.com/watch?v=jDpiYodNp5U

[5] https://veribulteni.voyd.org.tr/e-book/
[5] https://jamlab.africa/behind-africas-data-journalism-boom/

Top URLs in Tweet in G3:
[130] https://uebermedien.de/74419/wir-haben-ausgewertet-welche-meinungen-die-welt-community-liebt/

Top URLs in Tweet in G4:
[8] https://www.rawstory.com/facebook-abortion-information/
[3] https://twitter.com/OliverMathenge/status/1558396461330698240
[2] https://www.rawstory.com/london-police-strip-searched-hundreds-of-kids-new-data/
[2] https://corporate.discovery.com/discovery-newsroom/discovery-advertising-sales-announces-new-suite-of-streaming-advertising-products/
[2] https://www.independent.com/2022/08/03/data-suggests-cow-new-report-casts-more-doubt-over-montecito-debris-flow-remains/
[2] https://www.journalism.co.uk/vocational-skills-study/introduction-to-data-journalism/s43/a554228/
[2] https://www.youtube.com/watch?v=6YPhQN6QZvc&feature=youtu.be

[2] https://gijn.org/2022/08/12/data-journalism-top-10-shark-attack-city-cool-spots-illegal-mines-extreme-weather-summer-vacation/
[2] https://gijn.org/2022/08/05/data-journalism-top-10-vehicle-data-privacy-formula-one-history-indias-extrajudicial-killings-losing-your-cool/
[1] https://www.rawstory.com/dhs-missing-data/

Top URLs in Tweet in G8:
[56] https://twitter.com/descifraguerra/status/1558374795569516545

Top URLs in Tweet in G10:
[5] https://twitter.com/HarrietAgerholm/status/1556557481807122432
[4] https://medium.com/warning-graphic-content/12-august-2022-175d65c5ccc7
[4] https://leanpub.com/gettingstartedwithdatajournalism/
[4] https://www.amazon.co.uk/dp/B09XBYGBLC
[3] https://twitter.com/ajhillman_ddj/status/1556697014305492998
[2] https://news.sky.com/story/for-one-in-seven-counties-it-was-the-driest-july-since-records-began-in-1836-sky-news-analysis-reveals-12670375
[1] https://karthik-muth.github.io/feel/
[1] https://twitter.com/karthik_muth/status/1556712603652706305
[1] https://twitter.com/bbcemilyunia/status/1557609852943360000
[1] https://twitter.com/miguelrocadata/status/1555902238996008960

Top Domains
Top Domains in Tweet in Entire Graph:
[222] twitter.com
[150] gijn.org
[131] uebermedien.de
[33] edwardtufte.com
[31] co.uk
[30] rawstory.com
[27] nrch.de
[14] datacenterfrontier.com
[14] medium.com
[14] youtube.com

Top Domains in Tweet in G1:
[3] twitter.com

Top Domains in Tweet in G2:
[132] gijn.org
[13] journalismcourses.org
[9] youtube.com
[6] theguardian.com
[5] org.tr
[5] mailchi.mp
[5] jamlab.africa
[4] linkedin.com
[3] verigazeteciligi.com
[3] bigbookofr.com

Top Domains in Tweet in G3:
[130] uebermedien.de

Top Domains in Tweet in G4:
[32] twitter.com
[14] rawstory.com
[7] co.uk
[4] gijn.org
[3] utexas.edu
[3] earthjournalism.net
[3] bigearth-data.com
[3] youtube.com
[3] freshershome.com
[2] google.com

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

Top Domains in Tweet in G10:
[11] twitter.com
[4] medium.com
[4] leanpub.com
[4] co.uk
[2] sky.com
[1] github.io
[1] wsj.com

Top Hashtags
Top Words
Top Words in Tweet in Entire Graph:
[1502] journalism
[1499] data
[557] die
[453] #ddj
[406] journalists
[394] welt
[311] tool
[308] many
[300] time
[281] training

Top Words in Tweet in G1:
[495] journalism
[256] data
[245] skills
[244] time
[243] training
[243] journalists
[243] digital
[243] keep
[243] insisting
[243] mining

Top Words in Tweet in G2:
[152] data
[95] journalism
[71] #ddj
[62] в
[57] 10
[53] more
[43] gijn
[35] top
[32] त
[26] gijn's

Top Words in Tweet in G3:
[520] die
[391] welt
[260] community
[131] #ddj
[130] liebt
[130] verachtung
[130] bundesrepublik
[130] ablehnt
[130] flüchtlinge
[130] geschlechtliche

Top Words in Tweet in G4:
[127] data
[104] journalism
[32] #ddj
[18] analysis
[17] more
[17] case
[16] story
[16] independent
[16] study
[16] plan

Top Words in Tweet in G5:
[76] huge
[76] thanks
[76] bbc
[76] researchers
[76] braved
[76] hours
[76] dental
[76] practice
[76] switchboards
[76] data

Top Words in Tweet in G6:
[126] economy
[63] hey
[63] media
[63] journalists
[63] pierre
[63] fix
[63] job
[63] report
[63] correct
[63] broken

Top Words in Tweet in G7:
[60] laterbiokorshie
[60] columbia
[60] university
[60] city
[60] york
[60] amazing
[60] year
[60] msc
[60] data
[60] journalism

Top Words in Tweet in G8:
[56] publication
[56] truly
[56] reliable
[56] geopolitical
[56] analysis
[56] proves
[56] each
[56] assertions
[56] verifiable
[56] data

Top Words in Tweet in G9:
[50] data
[50] journalism
[49] words
[49] working
[49] tool
[49] journalists
[49] share
[49] news
[49] points
[49] view

Top Words in Tweet in G10:
[21] data
[20] #ddj
[12] journalism
[8] #datajournalism
[8] work
[5] #dataviz
[5] amazing
[5] creating
[5] none
[5] existed

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[742] data,journalism
[262] die,welt
[262] welt,community
[249] digital,journalism
[246] training,journalists
[246] journalists,digital
[246] journalism,keep
[246] keep,insisting
[246] insisting,data
[246] journalism,mining

Top Word Pairs in Tweet in G1:
[247] data,journalism
[243] training,journalists
[243] journalists,digital
[243] digital,journalism
[243] journalism,keep
[243] keep,insisting
[243] insisting,data
[243] journalism,mining
[243] mining,collating
[243] collating,visualisation

Top Word Pairs in Tweet in G2:
[82] data,journalism
[30] top,10
[25] в,топ
[25] топ,10
[25] #ddj,gijn
[24] gijn,рус
[23] 10,#ddj
[22] journalism,top
[19] gijn's,data
[19] 10,week

Top Word Pairs in Tweet in G3:
[260] die,welt
[260] welt,community
[130] community,liebt
[130] liebt,verachtung
[130] verachtung,die
[130] die,bundesrepublik
[130] bundesrepublik,die
[130] community,ablehnt
[130] ablehnt,flüchtlinge
[130] flüchtlinge,geschlechtliche

Top Word Pairs in Tweet in G4:
[28] data,journalism
[18] data,analysis
[14] raw,story
[14] story,celebrating
[14] celebrating,18
[14] 18,years
[14] years,independent
[14] independent,journalism
[11] personal,data
[10] facebook,turned

Top Word Pairs in Tweet in G5:
[76] huge,thanks
[76] thanks,bbc
[76] bbc,researchers
[76] researchers,braved
[76] braved,hours
[76] hours,dental
[76] dental,practice
[76] practice,switchboards
[76] switchboards,data
[76] data,journalism

Top Word Pairs in Tweet in G6:
[63] hey,media
[63] media,journalists
[63] journalists,pierre
[63] pierre,fix
[63] fix,economy
[63] economy,job
[63] job,report
[63] report,correct
[63] correct,economy
[63] economy,broken

Top Word Pairs in Tweet in G7:
[60] laterbiokorshie,columbia
[60] columbia,university
[60] university,city
[60] city,york
[60] york,amazing
[60] amazing,year
[60] year,msc
[60] msc,data
[60] data,journalism
[60] journalism,degree

Top Word Pairs in Tweet in G8:
[56] publication,truly
[56] truly,reliable
[56] reliable,geopolitical
[56] geopolitical,analysis
[56] analysis,proves
[56] proves,each
[56] each,assertions
[56] assertions,verifiable
[56] verifiable,data
[56] data,politically

Top Word Pairs in Tweet in G9:
[49] words,working
[49] working,tool
[49] tool,journalists
[49] journalists,share
[49] share,news
[49] news,points
[49] points,view
[49] view,data
[49] data,allow
[49] allow,informed

Top Word Pairs in Tweet in G10:
[10] data,journalism
[8] #ddj,#datajournalism
[5] amazing,work
[5] work,creating
[5] creating,data
[5] data,none
[5] none,existed
[5] existed,#ddj
[4] #datajournalism,etc
[4] second,edition

Top Replied-To
Top Replied-To in Entire Graph:
@thefamousartbr
@ohhtammytweets
@olivermathenge
@waweru
@abtran
@falkenschwer
@chrisgiles_
@gfarooqi
@hollygo55
@torontostar

Top Replied-To in G1:
@olivermathenge
@machariagaitho
@kenyanpundit

Top Replied-To in G2:
@abtran
@nytimes
@akankwaku
@business
@notsolong1955

Top Replied-To in G3:
@niggi

Top Replied-To in G4:
@ibruorg

Top Replied-To in G9:
@joycecatanzari2

Top Replied-To in G10:
@paulbradshaw

Top Mentioned
Top Mentioned in Entire Graph:
@welt
@janatausch
@hey_benjamin
@becky_dale
@chrisjeavans
@wikileaks
@stellamoris1
@gijn
@nytimes
@nrecherche

Top Mentioned in G1:
@davidndii
@mungaikihanya
@danaceda
@strathu
@larrymadowo

Top Mentioned in G2:
@gijn
@nytimes
@business
@carbonbrief
@wsj
@bbcnews
@finuncovered
@abtran
@patchar_d
@hyurypotter

Top Mentioned in G3:
@welt

Top Mentioned in G5:
@janatausch
@hey_benjamin
@becky_dale
@chrisjeavans

Top Mentioned in G9:
@wikileaks
@stellamoris1

Top Mentioned in G10:
@skynews
@ons
@newstatesman
@pewresearch
@ajhillman_ddj
@bbgvisualdata
@resfoundation
@gov_analysis
@living_withdata
@tainitiative

Top Tweeters
Top Tweeters in Entire Graph:
@hrblock_21
@cloudwanderer3
@_redfrog
@sandradunn1955
@lesleygsmith3
@ndtv
@fabriciosx
@business
@guardian
@codewithtwitchi

Top Tweeters in G1:
@mpendaraha18
@mothoni_
@eddiest_ke
@meankaiser
@maktejah_
@timberwolf__
@stan_subru
@karryjay
@kalex254
@niick254

Top Tweeters in G2:
@_redfrog
@business
@guardian
@el_pais
@bbcnews
@nytimes
@washingtonpost
@rstatstweet
@pmihail1
@wsj

Top Tweeters in G3:
@milatrud11
@welt
@berlinsandra78
@schmidtlepp
@a_hungry_fool
@martingaedt
@mertinsk
@tehabe
@oklara
@arnoldschiller

Top Tweeters in G4:
@bmangh
@knittingknots
@kaygirl8lawana
@suriyasubraman
@data_nerd
@bluebonnetbunny
@freshers_home
@themediamentor
@klassalle
@mbalter

Top Tweeters in G5:
@sandradunn1955
@lesleygsmith3
@ks_1968
@alexaadams12
@caravaggio12
@meallyhen
@kingsmeadmrt
@maelysdervenn
@xpatjock
@markhazard2020

Top Tweeters in G6:
@chuckw12
@countfloyd2020
@tikisrose
@deb_prothero
@maxkingsleyeh
@fromthevalley63
@nlclarke1112
@veggiegurl581
@gardenmama1959
@cantaviva

Top Tweeters in G7:
@_pureivory
@royal_ryder
@claw_konaih1
@spilae
@dennis_ew
@michael_guizzy
@amoakodarko
@quistdzifa
@niinaitravis
@jko_dame

Top Tweeters in G8:
@youranonriots
@sebas221071
@itsjuliaolive
@iru_diaz
@johnnyelred
@irrealidadbypol
@kowalsky_51210
@descifraguerra
@er_wanchu
@jvilaboix

Top Tweeters in G9:
@brendahazelhur1
@claracampostor1
@paulbris2010
@cclark112263
@jefersonfrepres
@gerardo71984563
@marinobruschini
@joycecatanzari2
@jcasas2001
@durbansurf

Top Tweeters in G10:
@skynews
@bbbcccnnn
@newstatesman
@pewresearch
@carlevecrime
@tiktok_us
@paulbradshaw
@ohiou
@youtube
@resfoundation


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