#ddj OR (data journalism), Twitter, 5/26/2020 3:15:03 AM, 228272


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#ddj OR (data journalism)_2020-05-25_05-01-26.xlsx
#ddj OR (data journalism)_2020-05-25_05-01-26.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 26, 2020
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/2TU4TO7
@donwinslow
@wfla
@die8521
@gijn
@pulitzercenter
@samches
@dcexaminer
@sulliview
@curvewhiplash
@albertocairo

Top hashtags:
#ddj
#covid19
#dataviz
#infographics
#data
#coronavirus
#metoo
#e2d3
#excel
#d3js

Description:
Description
The graph represents a network of 5,357 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, 25 May 2020 at 12:02 UTC.

The requested start date was Monday, 25 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 6.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 4-day, 11-hour, 28-minute period from Wednesday, 20 May 2020 at 03:13 UTC to Sunday, 24 May 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 : 5357
Unique Edges : 1788
Edges With Duplicates : 8866
Total Edges : 10654
Number of Edge Types : 5
Retweet : 4207
MentionsInRetweet : 4969
Mentions : 992
Tweet : 261
Replies to : 225
Self-Loops : 274
Reciprocated Vertex Pair Ratio : 0.0106730934756412
Reciprocated Edge Ratio : 0.0211207630727304
Connected Components : 374
Single-Vertex Connected Components : 110
Maximum Vertices in a Connected Component : 3691
Maximum Edges in a Connected Component : 7794
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.837027
Graph Density : 0.000204620841171149
Modularity : 0.520574
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 5,357 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, 25 May 2020 at 12:02 UTC.

The requested start date was Monday, 25 May 2020 at 00:01 UTC and the maximum number of days (going backward) was 6.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 4-day, 11-hour, 28-minute period from Wednesday, 20 May 2020 at 03:13 UTC to Sunday, 24 May 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:
[38] http://www.thefunctionalart.com/2020/05/about-that-weird-georgia-chart.html
[33] https://ohws.prospective.ch/public/v1/jobads/a8198da4-0e6f-4dd6-ae44-1f8a198c86dc
[26] https://gijn.org/2020/05/21/data-journalism-top-10-herd-immunity-coronavirus-in-prison-elder-abuse-journalism-rock-stars-layoffs/
[18] https://twitter.com/fayedsouza/status/1262705192165707777
[10] https://gijn.org/2020/05/21/top-10-zhurnalistiki-dannykh-kollektivnyy-immunitet/
[8] https://www.theguardian.com/news/datablog/2013/mar/15/john-snow-cholera-map
[8] https://houstoncommunication.co1.qualtrics.com/jfe/form/SV_5BwkmgzxudnQXDT
[7] https://www.inma.org/blogs/big-data-for-news-publishers/post.cfm/crisis-highlights-need-for-automated-journalism
[7] https://twitter.com/srfdata/status/1263026291575607296
[6] https://blog.datawrapper.de/weekly-chart-generative-line-art/

Top URLs in Tweet in G2:
[1] https://www.wfla.com/community/health/coronavirus/shes-not-a-data-scientist-desantis-says-fired-doh-employee-was-insubordinate-facing-criminal-charges/
[1] https://www.wfla.com/news/florida/floridas-coronavirus-data-questioned-after-removal-of-woman-who-designed-dashboard/

Top URLs in Tweet in G4:
[37] http://www.thefunctionalart.com/2020/05/about-that-weird-georgia-chart.html
[25] https://gijn.org/2020/05/21/data-journalism-top-10-herd-immunity-coronavirus-in-prison-elder-abuse-journalism-rock-stars-layoffs/
[10] https://gijn.org/2020/05/21/top-10-zhurnalistiki-dannykh-kollektivnyy-immunitet/
[2] https://blogs.lse.ac.uk/polis/2020/04/23/the-science-of-data-in-action-changing-our-lives-and-our-journalism/
[2] https://blogs.lse.ac.uk/polis/2020/05/20/the-ultimate-data-story-driving-a-global-newsroom-with-ai-during-the-covid-crisis/
[1] https://gijn.org/job-opening-gijn-african-french-editor/
[1] https://datafest.ge/
[1] https://twitter.com/srfdata/status/1263026291575607296
[1] https://www.searchingcovid19.com/
[1] https://twitter.com/EeDanhi/status/1263449655569981440

Top URLs in Tweet in G5:
[15] https://twitter.com/fayedsouza/status/1262705192165707777

Top URLs in Tweet in G6:
[3] https://twitter.com/tomphillipsin/status/1263963541024931841?s=19
[2] https://twitter.com/HeyKunz/status/1263963776656855043
[2] https://twitter.com/heykunz/status/1263963776656855043
[1] https://twitter.com/i/web/status/1264554113163018240
[1] https://twitter.com/i/web/status/1263126081835462656
[1] https://twitter.com/i/web/status/1263132763944779778
[1] https://twitter.com/i/web/status/1263147900281946120
[1] https://twitter.com/i/web/status/1263163002578251778
[1] https://twitter.com/i/web/status/1262957200617717760
[1] https://twitter.com/i/web/status/1262955835237564416

Top URLs in Tweet in G7:
[4] https://digitaleditions.telegraph.co.uk/data/233/reader/reader.html?social
[2] https://www.wfla.com/community/health/coronavirus/shes-not-a-data-scientist-desantis-says-fired-doh-employee-was-insubordinate-facing-criminal-charges/
[2] https://twitter.com/WFLA/status/1263149196300955649
[2] https://soundcloud.com/user-645038514-900581805/close-the-door-wav/https://audiomack.com/song/count-brown/close-the-door-count-brown#audiomack/https://youtu.be/mjRosu8wm1Y/https://youtu.be/hsSo7vpuH9Q
[2] https://www.theatlantic.com/health/archive/2020/05/cdc-and-states-are-misreporting-covid-19-test-data-pennsylvania-georgia-texas/611935/
[2] https://www.independent.co.uk/life-style/gadgets-and-tech/news/parallel-universe-time-backwards-reverse-nasa-physics-antarctica-a9526226.html
[2] http://efarmnewsar.com/2020-05-12/bioceres-crop-solutions-reported-a-9-rise-for-the-first-3-months-of-the-year.html
[2] http://efarmnewsar.com/2020-02-26/agtrace-the-software-that-helps-with-food-traceability.html?utm_source=NoticiasDeCampo&utm_medium=twitter
[1] https://www.kickstarter.com/help/stats
[1] https://www.kickstarter.com/projects/544623986/bringing-neighborhood-news-back-by-block-club-chic/posts

Top URLs in Tweet in G8:
[2] https://scicar.de/files/cfp20de.pdf
[2] https://ijnet.org/en/opportunity/online-conference-focuses-data-journalism-eastern-europe-central-asia
[1] https://scicar.de/files/cfp20en.pdf
[1] https://opensemanticsearch.org/doc/analytics/law
[1] https://datashare.icij.org/?utm_content=buffer36696&utm_medium=social&utm_source=twitter.com&utm_campaign=Buffer+-+Twitter
[1] https://bit.ly/2zgsYXZ_
[1] https://www.icij.org/blog/2020/03/explore-company-secrets-in-lux-leaks-using-datashare/?utm_campaign=Sprout&utm_content=%F0%9F%9A%A8datashare_is_now_faster,&utm_medium=social&utm_source=twitter
[1] https://www.hiig.de/events/digitaler-salon-data-kolumna/
[1] https://thecorrespondent.com/475/should-we-worry-about-governments-taking-our-data-to-fight-the-pandemic-ask-our-experts-all-your-questions/62886088375-5bb836f8
[1] https://twitter.com/julieposetti/status/1260545735814262787

Top URLs in Tweet in G9:
[32] https://ohws.prospective.ch/public/v1/jobads/a8198da4-0e6f-4dd6-ae44-1f8a198c86dc
[6] https://blog.datawrapper.de/weekly-chart-generative-line-art/
[5] https://twitter.com/srfdata/status/1263026291575607296
[1] https://ohws.prospective.ch/public/v1/jobads/245f1dba-c53f-4f7d-aeec-0410fe0463fa
[1] https://twitter.com/fiete_stegers/status/1262729380717092869
[1] https://twitter.com/angelozehr/status/1263029962438819840

Top URLs in Tweet in G10:
[1] https://www.usatoday.com/story/news/nation/2020/05/21/florida-makes-covid-19-medical-examiner-data-public-record-again/5237745002/
[1] https://twitter.com/re_sieber/status/1263320559749869569
[1] https://www.forbes.com/sites/marshallshepherd/2020/03/05/why-the-discipline-of-geography-is-a-key-part-of-the-coronavirus-fight/amp/?__twitter_impression=true
[1] https://www.cbsnews.com/news/desantis-coronavirus-data-criticizes-fired-florida-health-official-rebekah-jones/
[1] https://twitter.com/wfla/status/1263149196300955649

Top Domains
Top Domains in Tweet in Entire Graph:
[209] twitter.com
[38] thefunctionalart.com
[37] gijn.org
[34] prospective.ch
[22] co.uk
[15] theguardian.com
[14] medium.com
[13] datacenterfrontier.com
[10] datajournalism.com
[9] verigazeteciligi.com

Top Domains in Tweet in G2:
[2] wfla.com

Top Domains in Tweet in G4:
[37] thefunctionalart.com
[36] gijn.org
[6] twitter.com
[5] ac.uk
[1] datafest.ge
[1] searchingcovid19.com
[1] withgoogle.com
[1] co.uk
[1] istories.media
[1] youtube.com

Top Domains in Tweet in G5:
[15] twitter.com

Top Domains in Tweet in G6:
[96] twitter.com
[2] com.br
[1] ponte.org
[1] google.com
[1] washingtonpost.com

Top Domains in Tweet in G7:
[29] twitter.com
[7] co.uk
[6] efarmnewsar.com
[4] theguardian.com
[3] instagram.com
[3] nytimes.com
[3] soundcloud.com
[3] 23degrees.io
[2] kickstarter.com
[2] medium.com

Top Domains in Tweet in G8:
[4] twitter.com
[3] scicar.de
[2] icij.org
[2] ijnet.org
[1] opensemanticsearch.org
[1] bit.ly
[1] hiig.de
[1] thecorrespondent.com
[1] withgoogle.com
[1] ire.org

Top Domains in Tweet in G9:
[33] prospective.ch
[7] twitter.com
[6] datawrapper.de

Top Domains in Tweet in G10:
[2] twitter.com
[1] usatoday.com
[1] forbes.com
[1] cbsnews.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[505] ddj
[144] covid19
[115] dataviz
[86] infographics
[84] data
[59] coronavirus
[50] metoo
[45] e2d3
[45] excel
[45] d3js



Top Hashtags in Tweet in G4:
[116] ddj
[45] dataviz
[40] infographics
[37] covid19
[6] journalism
[6] journalismai
[5] journojobs
[5] francophone
[5] ai
[3] datavisualization

Top Hashtags in Tweet in G6:
[241] ddj
[1] arb
[1] ddjbr
[1] jornalismodedados
[1] dados
[1] covid_19
[1] dataviz
[1] opendata

Top Hashtags in Tweet in G7:
[16] ddj
[11] journalism
[9] data
[4] pioneerdj
[4] djlife
[4] dj
[4] djlifestyle
[4] edm
[3] seratodj
[3] pioneer

Top Hashtags in Tweet in G8:
[24] search
[24] opensource
[21] law
[15] icijdatashare
[11] ddj
[9] covid19
[7] privacy
[7] surveillance
[5] scicar20
[4] opendata

Top Hashtags in Tweet in G9:
[28] ddj
[2] journojobs
[1] icijdatashare
[1] dataviz
[1] servicepublic
[1] datajournalism
[1] algacc
[1] covid19de

Top Hashtags in Tweet in G10:
[4] covid19
[3] florida
[3] tampabaytimes
[1] cdc
[1] floridatoday
[1] journalism
[1] datascience
[1] dataviz

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:
[1641] fact
[1641] more
[1641] stories
[1641] re
[1641] opening
[1641] president
[1641] united
[1641] states
[1641] multiple
[1640] donwinslow

Top Words in Tweet in G2:
[662] geography
[659] degree
[658] scientist
[656] wfla
[612] journalism
[612] data
[611] communication
[609] somebody
[609] '
[609] gov

Top Words in Tweet in G3:
[411] data
[410] degree
[409] journalism
[408] scientist
[407] somebody
[407] communication
[407] geography
[398] dcexaminer
[398] rondesantisf
[8] wfla

Top Words in Tweet in G4:
[116] #ddj
[73] gijn
[69] data
[68] 10
[52] top
[51] albertocairo
[45] #dataviz
[40] #infographics
[37] #covid19
[37] weird

Top Words in Tweet in G5:
[110] nepali
[109] gappistanradio
[109] known
[109] one
[109] personally
[109] life
[109] messaged
[109] fb
[109] ask
[109] opinion

Top Words in Tweet in G6:
[254] em
[241] #ddj
[240] dou
[93] dados
[89] jornalismodados
[84] jornalismo
[28] os
[16] uma
[15] pesquisa
[14] não

Top Words in Tweet in G7:
[98] journalism
[90] data
[16] #ddj
[13] good
[11] #journalism
[10] see
[10] degree
[9] look
[9] news
[9] one

Top Words in Tweet in G8:
[24] #search
[24] #opensource
[22] opensemsearch
[21] automatic
[21] extraction
[21] #law
[21] codes
[21] overviews
[21] interactive
[21] filters

Top Words in Tweet in G9:
[40] data
[38] srfdata
[33] skills
[33] 70
[33] 100
[32] jobs
[32] suchen
[32] reporter
[32] technischen
[32] front

Top Words in Tweet in G10:
[80] data
[62] scientist
[57] drshepherd2013
[51] geography
[45] understand
[44] anyone
[44] make
[44] statement
[23] 10
[18] communication

Top Word Pairs
Top Word Pairs in Tweet in G2:
[1641] data,scientist
[1641] communication,geography
[1641] scientist,somebody
[1641] somebody,degree
[1641] degree,journalism
[1641] journalism,communication
[1641] geography,'
[1641] ',gov
[1640] gov,desantis
[] desantis,asked

Top Word Pairs in Tweet in G3:
[610] degree,journalism
[610] data,scientist
[609] scientist,somebody
[609] somebody,degree
[609] journalism,communication
[609] communication,geography
[609] dcexaminer,data
[609] geography,rondesantisf
[609] wfla,'she's
[609] 'she's,data

Top Word Pairs in Tweet in G4:
[408] top,10
[408] 10,#ddj
[407] #infographics,#ddj
[407] #dataviz,#infographics
[407] weird,georgia
[407] georgia,chart
[398] chart,#dataviz
[398] albertocairo,weird
[8] gijn,top
[8] data,journalism

Top Word Pairs in Tweet in G5:
[52] known,one
[52] one,nepali
[40] nepali,personally
[39] personally,life
[37] life,messaged
[37] messaged,fb
[37] fb,ask
[36] ask,opinion
[28] opinion,india
[22] india,nepal

Top Word Pairs in Tweet in G6:
[109] dou,em
[109] em,#ddj
[109] jornalismodados,dou
[109] #ddj,jornalismodados
[109] jornalismo,dados
[109] cloroquina,aumenta
[109] aumenta,risco
[109] risco,morte
[109] morte,covid
[109] covid,19

Top Word Pairs in Tweet in G7:
[238] data,journalism
[238] data,scientist
[89] good,journalism
[88] young,beginning
[41] beginning,see
[10] see,true
[10] true,value
[10] value,bbc
[10] bbc,good
[10] investigative,journalism

Top Word Pairs in Tweet in G8:
[17] automatic,extraction
[8] #law,codes
[7] interactive,filters
[4] extraction,#law
[4] codes,clauses
[4] clauses,documents
[4] documents,#search
[4] #search,overviews
[4] overviews,interactive
[4] filters,#opensource

Top Word Pairs in Tweet in G9:
[21] 70,100
[21] jobs,suchen
[21] suchen,data
[20] data,reporter
[20] reporter,technischen
[20] technischen,skills
[20] skills,70
[20] 100,front
[20] front,end
[20] srfdata,jobs

Top Word Pairs in Tweet in G10:
[33] data,scientist
[32] anyone,understand
[32] understand,geography
[32] geography,make
[32] make,statement
[32] statement,data
[32] drshepherd2013,anyone
[32] calling,geographers
[32] geographers,theaag
[31] theaag,deepseadawn

Top Replied-To
Top Replied-To in Entire Graph:
@fayedsouza
@bbcnews
@ryanofkalamazoo
@xhgmattia
@jews4trumpusa
@tb_times
@thehill
@maxcroser
@mssilverstein
@jackposobiec

Top Replied-To in G2:
@libwatchdog
@edgararout

Top Replied-To in G3:
@tb_times

Top Replied-To in G4:
@xhgmattia
@maxcroser
@susanchira
@fivethirtyeight
@petesherlock79
@shmagun
@j_cd_t
@hsienk
@cliffordlevy
@professorkim

Top Replied-To in G5:
@gappistanradio

Top Replied-To in G10:
@colinr23
@geogiroux

Top Mentioned
Top Mentioned in Entire Graph:
@donwinslow
@wfla
@dcexaminer
@gappistanradio
@gijn
@pratyasharath
@drshepherd2013
@mhmck
@jornalismodados

Top Mentioned in G1:
@donwinslow

Top Mentioned in G2:
@wfla
@donwinslow

Top Mentioned in G3:
@dcexaminer
@wfla
@constance_1916
@tb_times
@rondesantisfl

Top Mentioned in G4:
@gijn
@albertocairo
@googlenewsinit
@schemadesign
@theeconomist
@marshallproj
@fedfragapane
@la_lettura
@fivethirtyeight
@xhgmattia

Top Mentioned in G5:
@gappistanradio
@pratyasharath

Top Mentioned in G6:
@jornalismodados
@metropoles
@sbtonline
@generonumero
@o_antagonista
@escoladedados
@oigorodrigues
@veramagalhaes
@jogandodadospod
@raizaachaves

Top Mentioned in G7:
@pai090315
@dettyzizou

Top Mentioned in G8:
@opensemsearch
@icijorg
@julieposetti
@the_corres
@ijnet
@schoolofdatakg
@wpk_daily
@scicar17ff
@hiig_berlin
@icfj

Top Mentioned in G9:
@srfdata
@julianschmidli
@srf
@grssnbchr
@datawrapper
@elanaellesce
@mirkolorenz
@sanmanca
@icijorg
@srfnews

Top Mentioned in G10:
@drshepherd2013
@theaag
@deepseadawn
@geointer
@sav_ck
@colinr23
@sarasomewhere
@americangeo

Top Tweeters
Top Tweeters in Entire Graph:
@cloudwanderer3
@mattmurph24
@kat4obama
@ez4u2say_janis
@myplace4u
@miltonespinozaf
@aaroncuddeback
@truthglow
@argojournal
@patriot_girl_tx

Top Tweeters in G1:
@kat4obama
@ez4u2say_janis
@yarosisnancy
@homegypsy
@kenkircher1
@kak089
@metaquest
@politicalbee
@anthonybourque
@betterw05759703

Top Tweeters in G2:
@myplace4u
@argojournal
@starcoreone02
@noncontacthogg
@mikedesai
@doctorcara
@drawandstrike
@jetrotter
@vjeannek
@biasedgirl

Top Tweeters in G3:
@miltonespinozaf
@patriot_girl_tx
@inittowinit007
@dcexaminer
@izzysroses
@oldsalz
@purpledalmation
@gopclammer
@samvalley
@pdqaccessories

Top Tweeters in G4:
@mr_spock
@nytimes
@corriere
@ft
@ap
@vrtnws
@theeconomist
@iinderz
@xeniabusse
@qz

Top Tweeters in G5:
@samir_patil
@rajivnayan7
@gurujeegayabh
@tejay29
@0807ankit
@ajeetj_20
@viivekanand
@sanjaymshra
@bittu_pal1981
@lals131999

Top Tweeters in G6:
@luthordefense
@folha
@estadao
@jovempannews
@mau10
@bancodobrasil
@em_com
@redeglobo
@patocorporation
@minsaude

Top Tweeters in G7:
@dropoutnation
@amyharlib
@1147_001
@dabizlegend
@blamebiggovt
@catfitz
@globalnational
@journalismjobs
@dd_nana_
@todaycourses

Top Tweeters in G8:
@hubofml
@trovolavorobiz
@nashmessiah
@eigentlich
@inku_lux
@julieposetti
@ferialhaffajee
@hellpr
@v2_lawblog
@patrickdurusau

Top Tweeters in G9:
@jacobussystems
@srfnews
@fullnam35087976
@nggalai
@map_maker
@chabis_ch
@srf
@literallysimon
@bergi02
@geoobserver_

Top Tweeters in G10:
@lianabrooks
@familydisaster
@buccos08
@badhg21
@biobaby19
@alexanotherone
@faineg
@drshepherd2013
@jamesgis
@rebelgeo