#ddj OR (data journalism), Twitter, 6/8/2020 7:18:06 PM, 228950


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#ddj OR (data journalism)_2020-06-08_05-01-25.xlsx
#ddj OR (data journalism)_2020-06-08_05-01-25.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
June 08, 2020
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/2MGUiBS
@jornalismodados
@utknightcenter
@gijnru
@gijn
@holger_stark
@washingtonpost
@onyxfish
@guardian
@littlewisehen
@albertocairo

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

Description:
Description
The graph represents a network of 2,977 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, 08 June 2020 at 12:02 UTC.

The requested start date was Monday, 08 June 2020 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, 14-hour, 0-minute period from Monday, 01 June 2020 at 00:41 UTC to Sunday, 07 June 2020 at 14:41 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 : 2977
Unique Edges : 1827
Edges With Duplicates : 3627
Total Edges : 5454
Number of Edge Types : 5
Mentions : 1507
MentionsInRetweet : 1954
Retweet : 1470
Replies to : 219
Tweet : 304
Self-Loops : 327
Reciprocated Vertex Pair Ratio : 0.0241779497098646
Reciprocated Edge Ratio : 0.0472143531633617
Connected Components : 421
Single-Vertex Connected Components : 123
Maximum Vertices in a Connected Component : 1234
Maximum Edges in a Connected Component : 2735
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.88135
Graph Density : 0.000358596010272303
Modularity : 0.569676
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 2,977 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, 08 June 2020 at 12:02 UTC.

The requested start date was Monday, 08 June 2020 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, 14-hour, 0-minute period from Monday, 01 June 2020 at 00:41 UTC to Sunday, 07 June 2020 at 14:41 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:
[169] https://www.nytimes.com/interactive/2020/06/03/us/minneapolis-police-use-of-force.html
[97] http://www.thefunctionalart.com/2020/06/psychopathic-charts-lines-that-should.html
[19] 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
[7] 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/accounts/login/?next=/p/CA5_NDphRIS/%3Figshid%3D13tnkgzp5lrlb
[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/1269632415393288194
[1] https://twitter.com/i/web/status/1267304868420571138
[1] https://twitter.com/i/web/status/1267315323402883075

Top URLs in Tweet in G2:
[9] https://knightcenter.utexas.edu/JC/DATA0620.html
[9] https://gijn.org/2020/06/04/data-journalism-top-10-unequal-pandemic-impact-covid-contracts-tainted-water-data-ethics/
[7] 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://gijn.org/2020/06/04/vizualizatsiya-dannyih-o-covid-19-layfhaki-i-lovushki/
[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
[2] -
[1] https://www.bbc.com/russian/features-51979104

Top URLs in Tweet in G3:
[166] 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:
[96] http://www.thefunctionalart.com/2020/06/psychopathic-charts-lines-that-should.html
[1] https://twitter.com/DataVizSociety/status/1267477393368854532
[1] https://twitter.com/utknightcenter/status/1269343299502039042
[1] https://twitter.com/utknightcenter/status/1267988769191452672
[1] https://www.amazon.co.jp/dp/B08699WM37/

Top URLs in Tweet in G7:
[2] https://gijn.org/2020/06/04/data-journalism-top-10-unequal-pandemic-impact-covid-contracts-tainted-water-data-ethics/
[1] https://twitter.com/journoresources/status/1267842212357865476
[1] https://www.theargus.co.uk/news/18482234.coronavirus-brighton-hove-r-number-might-1/
[1] https://app.deckzero.com/deck/UK-Local-R-value-Tracker-MTM4MjE2NjgyMTk
[1] https://www.henrylau.co.uk/2019/10/13/data-journalism-resources/
[1] https://github.com/paulbradshaw/MED7373-Data-Journalism
[1] https://github.com/paulbradshaw/MED7369-Specialist-Investigative-Journalism
[1] https://gijn.org/2020/05/25/9-ways-to-find-stories-in-company-accounts/
[1] https://gijn.org/job-opening-gijn-african-french-editor/
[1] https://medium.com/european-data-journalism-network/beautiful-gantt-charts-with-ggplot2-80ccd8c2c788?sk=54adcdcc380e0504204593947001fd2a

Top URLs in Tweet in G8:
[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 G9:
[5] https://gijn.org/2020/06/04/data-journalism-top-10-unequal-pandemic-impact-covid-contracts-tainted-water-data-ethics/
[2] https://datajournalism.com/read/longreads/coronavirus-coverage-giving-a-voice-to-the-marginalised-and-vulnerable-with-data-on-your-side
[1] https://datajournalism.com/listen?utm_content=buffer77b94&utm_medium=social&utm_source=twitter.com&utm_campaign=ejcsocial
[1] https://datajournalism.com/read/handbook/one/front-matter/for-the-great-unnamed?utm_content=bufferba59e&utm_medium=social&utm_source=twitter.com&utm_campaign=ejcsocial
[1] https://datajournalism.com/read/handbook/verification-3/investigating-platforms/11-network-analysis-and-attribution
[1] https://datajournalism.com/watch/python-for-journalists?utm_content=buffer560eb&utm_medium=social&utm_source=twitter.com&utm_campaign=ejcsocial
[1] https://app.mailbrew.com/DataJournalism/datajournalismcom-KX5wqz6ajcZt
[1] https://projects.propublica.org/coronavirus-contracts/
[1] https://knightcenter.utexas.edu/JC/DATA0620.html
[1] https://twitter.com/EU_opendata/status/1266397075903832064

Top URLs in Tweet in G10:
[2] https://gijn.org/series/top-10-data-journalism-links/@pressfreedom
[1] https://www.wsj.com/articles/the-lancet-hcl-and-trump-11591226880
[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 Domains
Top Domains in Tweet in Entire Graph:
[328] twitter.com
[176] nytimes.com
[97] thefunctionalart.com
[44] gijn.org
[23] theguardian.com
[19] datacenterfrontier.com
[13] medium.com
[11] utexas.edu
[11] co.uk
[10] youtube.com

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

Top Domains in Tweet in G2:
[26] gijn.org
[9] utexas.edu
[6] twitter.com
[3] theguardian.com
[3] globalnews.ca
[2] ijnet.org
[1] bbc.com
[1] facebook.com
[1] google.com
[1] tandfonline.com

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

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

Top Domains in Tweet in G6:
[96] thefunctionalart.com
[3] twitter.com
[1] co.jp

Top Domains in Tweet in G7:
[4] twitter.com
[4] gijn.org
[2] co.uk
[2] github.com
[1] deckzero.com
[1] medium.com
[1] getrevue.co

Top Domains in Tweet in G8:
[1] istories.media
[1] youtube.com

Top Domains in Tweet in G9:
[6] datajournalism.com
[6] gijn.org
[2] twitter.com
[1] mailbrew.com
[1] propublica.org
[1] utexas.edu
[1] medium.com

Top Domains in Tweet in G10:
[2] gijn.org
[2] nytimes.com
[1] wsj.com
[1] thestreet.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[833] ddj
[185] dataviz
[79] covid19
[75] data
[47] json
[42] infographics
[41] journalism
[38] github
[37] e2d3
[37] excel



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

Top Hashtags in Tweet in G2:
[70] ddj
[13] covid19
[8] journalism
[6] taintedh2o
[6] argentina
[6] coronavirus
[6] cupride
[4] ai
[4] excessdeaths
[3] equity

Top Hashtags in Tweet in G5:
[30] 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:
[98] dataviz
[3] ddj
[2] infographics

Top Hashtags in Tweet in G7:
[13] ddj
[4] covid19
[4] gantt
[4] grant
[3] rstats
[1] datajournalism
[1] covidー19

Top Hashtags in Tweet in G8:
[5] wikidata
[2] ddj

Top Hashtags in Tweet in G9:
[17] datajournalism
[12] ddj
[9] conversationswithdata
[7] eudatathon
[5] journalist
[5] covid19
[4] python
[2] journalism
[1] verification
[1] free

Top Hashtags in Tweet in G10:
[2] press
[2] pressfreedom
[2] journalistsafety
[2] georgefloyd
[1] fakenewsmedia
[1] easyalarm
[1] journalism
[1] journalismisnotacrime
[1] investigativejournalism
[1] freepress

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:
[626] em
[566] #ddj
[563] dou
[304] dados
[241] jornalismo
[168] jornalismodados
[109] os
[64] eu
[46] globo
[43] covid

Top Words in Tweet in G2:
[142] data
[105] journalism
[71] gijn
[70] #ddj
[66] 10
[46] top
[42] ðµð
[41] ø
[40] ethics
[40] caj

Top Words in Tweet in G3:
[167] data
[167] journalism
[166] extraordinary
[166] piece
[165] onyxfish

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

Top Words in Tweet in G5:
[117] data
[94] journalism
[30] #ddj
[15] #journalism
[13] journalists
[13] news
[11] media
[9] covid
[8] #data
[8] suche

Top Words in Tweet in G6:
[102] albertocairo
[98] #dataviz
[96] psychopathic
[96] charts
[96] lines
[96] bars
[96] picking
[96] cherries
[95] #infograp
[41] data

Top Words in Tweet in G7:
[36] data
[29] journalism
[13] #ddj
[11] looking
[8] time
[8] meghamohan
[7] open
[7] albeit
[7] journos
[7] know

Top Words in Tweet in G8:
[175] ðºð
[129] ðµñ
[121] ðµð
[45] istories_media
[45] ðº
[43] ñœ
[40] ðºñ
[40] ñžñ
[9] openrefine
[5] russian

Top Words in Tweet in G9:
[34] র
[34] ন
[27] ক
[25] datajournalism
[18] ত
[17] #datajournalism
[17] ব
[16] data
[16] ট
[15] স

Top Words in Tweet in G10:
[18] data
[17] journalism
[11] nytimes
[8] watch
[6] washingtonpost
[5] cnn
[4] wsj
[4] hard
[4] incredible
[4] video

Top Word Pairs
Top Word Pairs in Tweet in G2:
[563] data,journalism
[563] 10,#ddj
[168] top,10
[146] equity,ethics
[90] gijn,top
[83] tainted,water
[33] getting,data
[29] free,course
[28] data,right
[27] journalism,award

Top Word Pairs in Tweet in G3:
[76] data,journalism
[51] extraordinary,piece
[46] piece,data
[39] onyxfish,extraordinary

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

Top Word Pairs in Tweet in G5:
[140] data,journalism
[140] suche,finde
[140] finde,entdecke
[140] #maps,#wiki
[140] expert,urges
[140] urges,journalists
[140] journalists,embrace
[140] embrace,data
[140] covid,19
[140] #wiki,#ddj

Top Word Pairs in Tweet in G6:
[40] psychopathic,charts
[8] charts,lines
[8] lines,bars
[8] bars,picking
[7] picking,cherries
[7] cherries,#dataviz
[7] albertocairo,psychopathic
[7] #dataviz,#infograp
[6] hello,data
[6] data,journalists

Top Word Pairs in Tweet in G7:
[96] data,journalism
[96] dms,open
[96] gijn,looking
[96] looking,half
[96] half,time
[96] time,african
[95] african,french
[95] french,editor
[14] editor,oversee
[14] oversee,social

Top Word Pairs in Tweet in G8:
[13] ðµð,ðºð
[5] ðµñ,ðºð
[5] ðºð,ðº
[5] ðµñ,ðµñ
[5] ðµð,ñœ
[5] ñœ,ðµñ
[5] ðµñ,ðµð
[5] ðºð,ðµð
[5] ðº,ðºñ
[5] ðºñ,ðºð

Top Word Pairs in Tweet in G9:
[80] podcasts,#conversationswithdata
[47] #conversationswithdata,feature
[45] feature,leading
[42] leading,voices
[41] voices,fast
[41] fast,changing
[40] changing,#datajournalism
[40] #datajournalism,field
[40] datajournalism,podcasts
[40] ড,ট

Top Word Pairs in Tweet in G10:
[9] journalism,nytimes
[9] data,journalism
[9] hard,watch
[9] watch,watch
[9] watch,incredible
[9] incredible,data
[9] data,video
[9] video,led
[8] led,journalism
[8] nytimes,minutes

Top Replied-To
Top Replied-To in Entire Graph:
@meghamohan
@nevadaroamer
@shekhargupta
@gspitzerwong
@cnbc
@fivethirtyeight
@janerockhouse
@business
@washingtonpost
@profkarolsikora

Top Replied-To in G2:
@torontostar
@theatlantic
@globalnews

Top Replied-To in G7:
@meghamohan
@gspitzerwong
@str8downmiddle
@the_crox
@thomasforth
@nicola_slawson
@henryjameslau
@ft
@alisonholtbbc
@so_says_sally

Top Replied-To in G9:
@cnbcnow

Top Replied-To in G10:
@business
@washingtonpost
@nytimes
@realcandaceo
@gigi98292482
@cnn
@kotaromiyasaka

Top Mentioned
Top Mentioned in Entire Graph:
@onyxfish
@thetaeprint
@jornalismodados
@albertocairo
@gijn
@utknightcenter
@caj
@istories_media
@holger_stark
@cu_iij

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

Top Mentioned in G2:
@gijn
@utknightcenter
@caj
@cu_iij
@propublica
@datassist
@torontostar
@guardian
@ijnet
@financialtimes

Top Mentioned in G3:
@onyxfish

Top Mentioned in G4:
@thetaeprint

Top Mentioned in G5:
@visions_austria
@kiragutk
@scholarshipcntr

Top Mentioned in G6:
@albertocairo
@rosental
@utknightcenter
@derekwillis
@mar
@kaz_ogiwara

Top Mentioned in G7:
@gijnafrica
@sophiewarnes
@umarhassan96
@meghamohan
@torontostar
@ft
@edjnet
@sharonbrennan
@mariesegger
@alexvseveryone

Top Mentioned in G8:
@istories_media
@occrp
@openrefine
@novaya_gazeta
@takiedelaru

Top Mentioned in G9:
@datajournalism
@puntofisso
@benimmo
@sricchia
@gijn
@google
@bb_liliana
@jwyg

Top Mentioned in G10:
@nytimes
@wsj
@washingtonpost
@cnn
@bbcworld
@msnbc
@guardian
@domdelport
@nvj
@spj_tweets

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
@redetv
@expresso
@uolnoticias
@pec56urgente
@portalr7
@estadao
@niviaregina
@juangbromero

Top Tweeters in G2:
@guardian
@folha
@adekleine
@dwatchnews
@torontostar
@financialtimes
@pcdnetwork
@globalnews
@crazymomma007
@digitaldecoded1

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:
@mrkalman
@ayirpelle
@biobaby19
@uncletacoman
@m0x1
@lady_glencora
@mahideia
@albertocairo
@rickeyre
@ehproque

Top Tweeters in G7:
@ft
@mancunianmedic
@thomasforth
@edrennie77
@hendopolis
@paulbradshaw
@rstats4ds
@flowergirl_lon
@maryotoole10
@nicola_slawson

Top Tweeters in G8:
@nabts1
@zenjk0
@reno_oppa
@tarasovadina10
@gennadiy1957
@rita_chalova
@captains_bun
@ogeus
@shikasu000
@annaprovidence

Top Tweeters in G9:
@_redfrog
@caffreyej
@margymaclibrary
@google
@grjenkin
@vilsjin
@ulrikamhedman
@puntofisso
@slpng_giants
@cnbcnow

Top Tweeters in G10:
@business
@nytimes
@washingtonpost
@dj_legion_one
@bbcworld
@wsj
@cnn
@msnbc
@foxnashville
@andreumasd


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