#ddj OR (data journalism) until:2020-06-08 since:2020-06-01, Twitter, 6/8/2020 4:49:55 PM, 228942


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#ddj OR (data journalism) until:2020-06-08 since:2020-06-01 Twitter NodeXL SNA Map and Report for Mo
#ddj OR (data journalism) until:2020-06-08 since:2020-06-01 Twitter NodeXL SNA Map and Report for Mo
From:
SMRFoundation
Uploaded on:
June 08, 2020
Short Description:
#ddj OR (data journalism) until:2020-06-08 since:2020-06-01 via NodeXL https://bit.ly/3h5LkMp
@jornalismodados
@gijnru
@washingtonpost
@utknightcenter
@onyxfish
@gijn
@guardian
@littlewisehen
@nytimes
@albertocairo

Top hashtags:
#ddj
#dataviz
#covid19
#data
#json

Description:
Description
The graph represents a network of 3,061 Twitter users whose recent tweets contained "#ddj OR (data journalism) until:2020-06-08 since:2020-06-01", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Monday, 08 June 2020 at 15:44 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 5-minute period from Monday, 01 June 2020 at 00:41 UTC to Sunday, 07 June 2020 at 23:47 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 : 3061
Unique Edges : 4027
Edges With Duplicates : 903
Total Edges : 4930
Number of Edge Types : 5
Replies to : 271
Mentions : 1587
MentionsInRetweet : 1263
Retweet : 1498
Tweet : 311
Self-Loops : 335
Reciprocated Vertex Pair Ratio : 0.0244088482074752
Reciprocated Edge Ratio : 0.0476545048399106
Connected Components : 434
Single-Vertex Connected Components : 128
Maximum Vertices in a Connected Component : 1318
Maximum Edges in a Connected Component : 2658
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.589443
Graph Density : 0.000430142654905804
Modularity : 0.775951
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 3,061 Twitter users whose recent tweets contained "#ddj OR (data journalism) until:2020-06-08 since:2020-06-01", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Monday, 08 June 2020 at 15:44 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 5-minute period from Monday, 01 June 2020 at 00:41 UTC to Sunday, 07 June 2020 at 23:47 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) until:2020-06-08 since:2020-06-01
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:
[167] https://www.nytimes.com/interactive/2020/06/03/us/minneapolis-police-use-of-force.html
[101] http://www.thefunctionalart.com/2020/06/psychopathic-charts-lines-that-should.html
[18] https://gijn.org/2020/06/04/data-journalism-top-10-unequal-pandemic-impact-covid-contracts-tainted-water-data-ethics/
[12] https://knightcenter.utexas.edu/JC/DATA0620.html
[8] https://gijn.org/2020/06/04/top-10-zhurnalistiki-dannyih-covid-kontraktyi-otravlennaya-voda-etika-dannyh/
[7] https://houstoncommunication.co1.qualtrics.com/jfe/form/SV_5BwkmgzxudnQXDT
[6] https://gijn.org/2020/05/29/v-top-10-zhurnalistiki-dannyih-dan-pamyati-zhertavam-covid-19-pesni-o-klimate/
[5] http://coronavirus.be
[5] https://www.covidata.be
[5] http://covidiot.be

Top URLs in Tweet in G1:
[3] https://gjol.net/2020/06/o-jornalismo-guiado-por-dados-em-tempos-da-pandemia-de-covid-19/
[2] https://twitter.com/portalR7/status/1267613988852031489
[2] https://twitter.com/jburnmurdoch/status/1268450746422493184
[2] https://twitter.com/csmartins/status/1268717615872081920
[2] https://www.instagram.com/p/CA5_NDphRIS/?igshid=13tnkgzp5lrlb
[2] https://www.cartapiaui.com.br/noticias/politica/bolsonaro-diz-que-vazamento-de-dados-e-ldquo-clara-intimidacao-rdquo-37347.html
[2] https://twitter.com/folha/status/1269436172562022402
[1] https://twitter.com/i/web/status/1269761440539389965
[1] https://twitter.com/i/web/status/1267304868420571138
[1] https://twitter.com/i/web/status/1267315323402883075

Top URLs in Tweet in G2:
[15] https://gijn.org/2020/06/04/data-journalism-top-10-unequal-pandemic-impact-covid-contracts-tainted-water-data-ethics/
[11] https://knightcenter.utexas.edu/JC/DATA0620.html
[8] https://gijn.org/2020/06/04/top-10-zhurnalistiki-dannyih-covid-kontraktyi-otravlennaya-voda-etika-dannyh/
[6] https://gijn.org/2020/05/29/v-top-10-zhurnalistiki-dannyih-dan-pamyati-zhertavam-covid-19-pesni-o-klimate/
[2] https://datajournalism.com/read/longreads/coronavirus-coverage-giving-a-voice-to-the-marginalised-and-vulnerable-with-data-on-your-side
[2] https://gijn.org/2020/06/04/vizualizatsiya-dannyih-o-covid-19-layfhaki-i-lovushki/
[2] https://projects.propublica.org/coronavirus-contracts/
[2] https://ijnet.org/en/opportunity/knight-center-offers-mooc-equity-ethics-data-journalism-worldwide
[2] https://globalnews.ca/news/7008124/global-news-tainted-water-data-journalism-award-caj/
[2] https://twitter.com/caj/status/1266872799685156866

Top URLs in Tweet in G3:
[164] https://www.nytimes.com/interactive/2020/06/03/us/minneapolis-police-use-of-force.html
[1] https://twitter.com/tasneemraja/status/1268330632276369408

Top URLs in Tweet in G5:
[3] https://twitter.com/erikhinton/status/1267796617480069122
[2] https://github.com/Financial-Times/coronavirus-excess-mortality-data
[2] https://www.theguardian.com/world/2020/jun/03/covid-19-surgisphere-who-world-health-organization-hydroxychloroquine?CMP=Share_AndroidApp_Tweet
[2] https://twitter.com/infogr8/status/1268513379179790336
[2] https://www.theguardian.com/world/2020/jun/04/unreliable-data-doubt-snowballed-covid-19-drug-research-surgisphere-coronavirus-hydroxychloroquine
[2] https://globalnews.ca/news/7008124/global-news-tainted-water-data-journalism-award-caj/
[2] http://efarmnewsar.com/2020-02-26/agtrace-the-software-that-helps-with-food-traceability.html?utm_source=NoticiasDeCampo&utm_medium=twitter
[2] http://efarmnewsar.com/2020-05-26/argentine-agro-exports-would-exceed-us-28000-million.html
[2] https://simil.io/politisch/niederoesterreich/niederoesterreich-mitte/sankt-poelten-stadt/st-poelten
[2] https://simil.io/politisch/kaernten/villach/villach-stadt/villach

Top URLs in Tweet in G6:
[2] https://www.theguardian.com/world/2020/jun/04/unreliable-data-doubt-snowballed-covid-19-drug-research-surgisphere-coronavirus-hydroxychloroquine
[2] https://www.theguardian.com/world/2020/jun/03/covid-19-surgisphere-who-world-health-organization-hydroxychloroquine?CMP=share_btn_tw
[1] https://www.theguardian.com/world/2020/jun/04/unreliable-data-doubt-snowballed-covid-19-drug-research-surgisphere-coronavirus-hydroxychloroquine?CMP=share_btn_tw
[1] https://www.washingtonpost.com/graphics/investigations/police-shootings-database/
[1] https://www.nytimes.com/interactive/2020/06/03/us/minneapolis-police-use-of-force.html
[1] https://twitter.com/MelissaLDavey/status/1268516398700978176
[1] https://www.hirondelle.org/en/newsletters/1183-the-vital-role-of-journalism-in-times-of-crisis-mediation-n-5-june-2020
[1] https://www.theguardian.com/world/2020/jun/03/covid-19-surgisphere-who-world-health-organization-hydroxychloroquine
[1] https://www.theguardian.com/world/2020/jun/03/covid-19-surgisphere-who-world-health-organization-hydroxychloroquine?CMP=Share_AndroidApp_Tweet
[1] https://www.theguardian.com/world/2020/may/20/uk-women-bear-emotional-brunt-of-covid-19-turmoil-poll

Top URLs in Tweet in G7:
[99] http://www.thefunctionalart.com/2020/06/psychopathic-charts-lines-that-should.html
[1] https://twitter.com/DataVizSociety/status/1267477393368854532
[1] https://www.amazon.co.jp/dp/B08699WM37/

Top URLs in Tweet in G8:
[3] https://twitter.com/charlesminshew/status/1267518595946418177
[2] https://gijn.org/series/top-10-data-journalism-links/@pressfreedom
[1] https://www.ire.org/events-and-training/fellowships-and-scholarships#edubootcamp
[1] https://www.wsj.com/articles/the-lancet-hcl-and-trump-11591226880
[1] https://twitter.com/openelex/status/1268186755041239041
[1] https://www.thestreet.com/politics/trump-ceo-town-hall-today-includes-hedge-fund-chiefs-real-estate-moguls-14072102
[1] https://www.nytimes.com/2020/05/31/us/george-floyd-investigation.html?smid=tw-share
[1] https://www.nytimes.com/2020/05/31/us/george-floyd-investigation.html#click=https://t.co/4GzzHKUFof

Top URLs in Tweet in G9:
[1] https://www.istories.media/investigations/2020/06/01/po-zakonu-podletsov/?utm_source=twitter&utm_medium=mainpage&utm_campaign=po-zakonu-podletsov
[1] https://www.youtube.com/watch?utm_sq=gf581qpbjf&v=Z4v9cwNUohk

Top URLs in Tweet in G10:
[3] https://tpinsights.com/about/sponsor-our-data-fellows/
[2] http://tpinsights.com/join
[1] https://twitter.com/Sherrell_Dorsey/status/1268245569140600832
[1] https://www.nytimes.com/interactive/2020/06/03/us/minneapolis-police-use-of-force.html

Top Domains
Top Domains in Tweet in Entire Graph:
[346] twitter.com
[174] nytimes.com
[101] thefunctionalart.com
[44] gijn.org
[23] theguardian.com
[20] datacenterfrontier.com
[13] medium.com
[12] utexas.edu
[11] co.uk
[10] datajournalism.com

Top Domains in Tweet in G1:
[224] twitter.com
[8] com.br
[3] gjol.net
[2] instagram.com
[1] expresso.pt
[1] org.br
[1] gov.br
[1] escoladedados.org

Top Domains in Tweet in G2:
[36] gijn.org
[11] utexas.edu
[11] twitter.com
[7] datajournalism.com
[3] globalnews.ca
[2] co.uk
[2] github.com
[2] youtube.com
[2] propublica.org
[2] ijnet.org

Top Domains in Tweet in G3:
[164] nytimes.com
[1] twitter.com

Top Domains in Tweet in G5:
[31] twitter.com
[8] theguardian.com
[7] simil.io
[5] nytimes.com
[5] efarmnewsar.com
[3] globalnews.ca
[2] co.uk
[2] github.com
[2] youtube.com
[2] instagram.com

Top Domains in Tweet in G6:
[8] theguardian.com
[1] washingtonpost.com
[1] nytimes.com
[1] twitter.com
[1] hirondelle.org

Top Domains in Tweet in G7:
[99] thefunctionalart.com
[1] twitter.com
[1] co.jp

Top Domains in Tweet in G8:
[4] twitter.com
[2] gijn.org
[2] nytimes.com
[1] ire.org
[1] wsj.com
[1] thestreet.com

Top Domains in Tweet in G9:
[1] istories.media
[1] youtube.com

Top Domains in Tweet in G10:
[5] tpinsights.com
[1] twitter.com
[1] nytimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[889] ddj
[200] dataviz
[90] covid19
[79] data
[50] json
[45] infographics
[42] journalism
[40] e2d3
[40] excel
[40] d3js



Top Hashtags in Tweet in G1:
[608] ddj
[5] jornalismo
[3] cartapiaui
[3] recomendo
[1] covid
[1] codabr19
[1] mundopóspandemia
[1] globolixo

Top Hashtags in Tweet in G2:
[95] ddj
[25] covid19
[20] datajournalism
[9] conversationswithdata
[7] journalism
[6] coronavirus
[6] argentina
[6] taintedh2o
[6] cupride
[5] journalist

Top Hashtags in Tweet in G5:
[28] ddj
[15] journalism
[8] data
[8] maps
[8] wiki
[6] dataviz
[3] pioneerdj
[3] djlife
[3] news
[3] food

Top Hashtags in Tweet in G6:
[4] journalism
[4] ai
[1] fakenewsmedia
[1] truthmatters
[1] covidー19
[1] hydroxychloroquine
[1] mediadev
[1] constructivejournalism
[1] covid_19

Top Hashtags in Tweet in G7:
[100] dataviz
[2] infographics
[2] ddj

Top Hashtags in Tweet in G8:
[2] press
[2] pressfreedom
[2] journalistsafety
[2] georgefloyd
[1] fakenews
[1] easyalarm
[1] journalism
[1] journalismisnotacrime
[1] investigativejournalism
[1] freepress

Top Hashtags in Tweet in G9:
[5] wikidata
[2] ddj

Top Hashtags in Tweet in G10:
[1] journalism
[1] internships

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[674] em
[611] #ddj
[605] dou
[346] dados
[264] jornalismo
[162] jornalismodados
[127] os
[65] eu
[60] não
[59] covid

Top Words in Tweet in G2:
[319] data
[199] journalism
[131] #ddj
[72] 10
[61] course
[59] ethics
[57] free
[57] equity
[56] top
[56] award

Top Words in Tweet in G3:
[165] data
[165] journalism
[164] extraordinary
[164] piece

Top Words in Tweet in G4:
[132] admin
[132] journalism
[132] skills
[132] sub
[132] par
[132] editors
[132] perform
[132] basic
[132] arithmetics
[132] wonder

Top Words in Tweet in G5:
[123] data
[103] journalism
[30] #ddj
[15] journalists
[15] #journalism
[13] news
[10] media
[9] covid
[9] #dataviz
[8] public

Top Words in Tweet in G6:
[99] data
[95] journalism
[87] police
[86] officers
[86] killed
[49] washingtonpost
[46] people
[43] 2019
[43] 042
[43] japan

Top Words in Tweet in G7:
[108] #dataviz
[108] #ddj
[107] #infographics
[99] psychopathic
[99] charts
[99] lines
[99] bars
[99] picking
[99] cherries
[9] amazing

Top Words in Tweet in G8:
[32] journalism
[29] data
[9] nytimes
[8] ire_nicar
[8] watch
[6] wsj
[5] important
[5] #georgefloyd
[5] killed
[4] awards

Top Words in Tweet in G9:
[46] в
[46] как
[46] #ddj
[46] и
[41] день
[41] защиты
[41] детей
[41] рассказываем
[41] от
[41] санкционной

Top Words in Tweet in G10:
[84] journalism
[71] become
[61] data
[49] fellows
[45] racial
[45] justice
[40] founding
[40] partner
[40] member
[40] inaugural

Top Word Pairs
Top Word Pairs in Tweet in G2:
[605] data,journalism
[605] 10,#ddj
[162] equity,ethics
[155] heather,krause
[101] top,10
[101] getting,data
[49] data,right
[33] journalism,award
[31] tainted,water
[27] krause,datassist

Top Word Pairs in Tweet in G3:
[167] data,journalism
[56] extraordinary,piece
[53] piece,data

Top Word Pairs in Tweet in G4:
[165] admin,journalism
[164] journalism,skills
[164] skills,sub
[] sub,par
[] par,editors
[] editors,perform
[] perform,basic
[] basic,arithmetics
[] arithmetics,wonder
[] wonder,resort

Top Word Pairs in Tweet in G5:
[132] data,journalism
[132] suche,finde
[132] finde,entdecke
[132] #maps,#wiki
[132] #wiki,#ddj
[132] #ddj,#dataviz
[132] expert,urges
[132] urges,journalists
[132] journalists,embrace
[132] embrace,data

Top Word Pairs in Tweet in G6:
[42] police,officers
[8] officers,killed
[8] data,journalism
[8] 2019,police
[8] killed,042
[8] 042,people
[7] people,japan
[7] japan,police
[7] killed,zero
[7] zero,uk

Top Word Pairs in Tweet in G7:
[86] #dataviz,#infographics
[86] #infographics,#ddj
[44] psychopathic,charts
[43] charts,lines
[43] lines,bars
[43] bars,picking
[43] picking,cherries
[43] cherries,#dataviz
[43] man,drew
[43] drew,diagram

Top Word Pairs in Tweet in G8:
[107] data,journalism
[107] journalism,nytimes
[99] djnf,data
[99] hard,watch
[99] watch,watch
[99] watch,incredible
[99] incredible,data
[99] data,video
[8] video,led
[8] led,journalism

Top Word Pairs in Tweet in G9:
[16] в,день
[5] день,защиты
[4] защиты,детей
[4] детей,рассказываем
[4] рассказываем,как
[4] как,от
[4] от,санкционной
[4] санкционной,политики
[4] политики,россии
[4] россии,страдают

Top Word Pairs in Tweet in G10:
[41] racial,justice
[41] data,journalism
[41] become,founding
[41] founding,partner
[41] partner,member
[41] inaugural,data
[41] journalism,fellows
[41] fellows,project
[41] research,tech's
[41] tech's,commitment

Top Replied-To
Top Replied-To in Entire Graph:
@meghamohan
@kaiporterkob
@aranganathan72
@shekhargupta
@andreaskyriacou
@janerockhouse
@niro60487270
@nevadaroamer
@cnbc
@govinslee

Top Replied-To in G2:
@cnbcnow
@jburnmurdoch
@henryjameslau
@thomasforth
@torontostar
@theatlantic
@fivethirtyeight
@globalnews
@ft
@edrennie77

Top Replied-To in G5:

Top Replied-To in G6:
@realcandaceo
@washingtonpost
@vets4ap
@cnn
@kotaromiyasaka

Top Replied-To in G8:
@farai
@business
@nytimes
@wsj
@gigi98292482

Top Mentioned
Top Mentioned in Entire Graph:
@jornalismodados
@datassist
@washingtonpost
@utknightcenter
@novaya_gazeta
@takiedelaru
@caj
@cu_iij
@guardian
@melissaldavey

Top Mentioned in G1:
@jornalismodados
@dricodelima
@utcentroknight
@jroberto_castro
@rodrigomenegat
@ortegopolis
@comunicaprojeto
@tio_dan_dan
@estadao
@templodfutebol

Top Mentioned in G2:
@datassist
@utknightcenter
@cu_iij
@caj
@datajournalism
@propublica
@gijn
@schwanksta
@derekwillis
@moizsyed

Top Mentioned in G6:
@washingtonpost
@melissaldavey
@guardian
@polislse
@tharsa_
@avissens
@lsenews
@markriceoxley69
@tonyburgener
@carovuillemin

Top Mentioned in G7:
@datassist

Top Mentioned in G8:
@ire_nicar
@nytimes
@spj_tweets
@wsj
@djnf
@pulitzerprizes
@nvj
@ftm_nl
@degroene
@tijournalism

Top Mentioned in G9:
@novaya_gazeta
@takiedelaru
@istories_media
@occrp

Top Mentioned in G10:
@tpinsights

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@missb62
@dichristine
@jurylady5
@odio_nao
@marciojmsilva
@hanna_demetria
@kat4obama
@chidambara09
@_redfrog

Top Tweeters in G1:
@marciojmsilva
@hanna_demetria
@g1
@redetv
@folha
@uolnoticias
@expresso
@pec56urgente
@portalr7
@estadao

Top Tweeters in G2:
@_redfrog
@caffreyej
@adekleine
@dwatchnews
@gadflyquebec
@torontostar
@mjoehlerich
@financialtimes
@ft
@pcdnetwork

Top Tweeters in G3:
@andreasandy3131
@rowast
@kulturbolschewi
@micjojd
@pushandpulljlm
@deathtocrazy
@tempkt
@bad_indian_girl
@charlenegapeach
@vinivinidogo

Top Tweeters in G4:
@jeonsjahan
@f13sweetnight
@chicamerengue_
@veautifulstory
@youngsterji
@mikrokishmish
@graceno14916164
@ateeztaekook
@nrlftnmira
@vminmonie7

Top Tweeters in G5:
@cas_2050001283
@jchapman1729
@1147_001
@skeeerra
@abearfromsea
@wetinhappen
@emmyzen
@dinosaucy
@themediamentor
@wootube

Top Tweeters in G6:
@guardian
@littlewisehen
@raemadema
@washingtonpost
@wally44
@bbcworld
@cnn
@d_melissa2
@bitemyapp
@msnbc

Top Tweeters in G7:
@mrkalman
@ayirpelle
@biobaby19
@m0x1
@lady_glencora
@mahideia
@albertocairo
@rickeyre
@ehproque
@getchepi

Top Tweeters in G8:
@business
@nytimes
@dj_legion_one
@wsj
@foxnashville
@virginianpilot
@andreumasd
@megmo808
@charlesmblow
@comissourian

Top Tweeters in G9:
@nabts1
@zenjk0
@reno_oppa
@tarasovadina10
@gennadiy1957
@rita_chalova
@captains_bun
@ogeus
@shikasu000
@annaprovidence

Top Tweeters in G10:
@dichristine
@courtgarrettco
@brianlaungaoaeh
@jkhoey
@theblacktechie
@nerdette
@jcankash
@tiffani
@t00beautiful
@soulphoodie


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