#ddj OR (data journalism), Twitter, 9/21/2020 2:36:04 PM, 235598


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#ddj OR (data journalism)_2020-09-21_06-04-07.xlsx
#ddj OR (data journalism)_2020-09-21_06-04-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 21, 2020
Short Description:
#ddj OR (data journalism) via NodeXL https://bit.ly/3mDazsl
@icijorg
@allisonpearson
@polly_politics
@monachalabi
@spcrucianelli
@jskstanford
@thebabylonbee
@jornalismodados
@edeysal
@sarayasin

Top hashtags:
#ddj
#covid19
#dataviz
#journalism

Description:
Description
The graph represents a network of 4,366 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, 21 September 2020 at 13:07 UTC.

The requested start date was Monday, 21 September 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, 23-hour, 34-minute period from Monday, 14 September 2020 at 00:07 UTC to Sunday, 20 September 2020 at 23:41 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 : 4366
Unique Edges : 1887
Edges With Duplicates : 7282
Total Edges : 9169
Number of Edge Types : 5
Retweet : 3222
MentionsInRetweet : 4006
Mentions : 1392
Tweet : 361
Replies to : 188
Self-Loops : 386
Reciprocated Vertex Pair Ratio : 0.0185528756957328
Reciprocated Edge Ratio : 0.0364298724954463
Connected Components : 420
Single-Vertex Connected Components : 132
Maximum Vertices in a Connected Component : 2807
Maximum Edges in a Connected Component : 6538
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.244649
Graph Density : 0.000259266780322171
Modularity : 0.522537
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 4,366 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, 21 September 2020 at 13:07 UTC.

The requested start date was Monday, 21 September 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, 23-hour, 34-minute period from Monday, 14 September 2020 at 00:07 UTC to Sunday, 20 September 2020 at 23:41 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:
[44] https://jsk.stanford.edu/news/2020/jsk-and-big-local-news-launch-new-data-journalism-grants/
[31] https://factchecker.in/
[22] https://www.buzzfeednews.com/article/jsvine/fincen-files-explainer-data-money-transactions
[22] https://gijn.org/2020/09/17/data-journalism-top-10-border-disputes-mediterranean-gas-data-reporting-grants-newsrooms-cuts/
[19] https://interactive.aljazeera.com/aje/2020/mapping-india-and-china-disputed-borders/index.html
[14] https://stanford.zoom.us/webinar/register/WN__qqFQeDzSUCn-kVyFjNKOw
[8] https://gijn.org/2020/09/17/top-10-ddj-gazovyie-konfliktyi-pogranichnyie-sporyi-i-grantyi-na-data-istorii/
[8] https://analyticsindiamag.com/how-analytics-is-being-used-in-data-journalism/
[7] https://rostrosyvocesdelconflicto.elsalvador.com/
[7] https://pulitzercenter.org/event/using-data-investigative-journalism

Top URLs in Tweet in G2:
[1] http://www.icij.org/investigations/fincen-files/confidential-clients/?utm_campaign=Sprout&utm_content=fincen+files&utm_medium=social&utm_source=twitter
[1] https://datashare.icij.org/?utm_content=buffer36696&utm_medium=social&utm_source=twitter.com&utm_campaign=Buffer+-+Twitter
[1] https://www.icij.org/blog/2020/03/explore-company-secrets-in-lux-leaks-using-datashare/?utm_campaign=Sprout&utm_content=&utm_medium=social&utm_source=twitter
[1] https://www.icij.org/investigations/fincen-files/confidential-clients/
[1] https://www.icij.org/investigations/fincen-files/global-banks-defy-u-s-crackdowns-by-serving-oligarchs-criminals-and-terrorists/

Top URLs in Tweet in G3:
[1] https://twitter.com/paulkrugman/status/1305234617952337929

Top URLs in Tweet in G4:
[39] https://jsk.stanford.edu/news/2020/jsk-and-big-local-news-launch-new-data-journalism-grants/
[14] https://stanford.zoom.us/webinar/register/WN__qqFQeDzSUCn-kVyFjNKOw
[13] https://gijn.org/2020/09/17/data-journalism-top-10-border-disputes-mediterranean-gas-data-reporting-grants-newsrooms-cuts/
[8] https://gijn.org/2020/09/17/top-10-ddj-gazovyie-konfliktyi-pogranichnyie-sporyi-i-grantyi-na-data-istorii/
[4] https://gijn.org/2020/09/10/data-journalism-top-10-beirut-blast-predicting-crime-us-election-simulators-and-covid-in-ukraine/
[4] https://www.journaliststoolbox.org/category/data-visualization-and-online-tools/
[4] https://www.eventbrite.com/e/data-driven-using-public-information-and-google-tools-for-storytelling-tickets-120330274089
[3] https://ijnet.org/en/opportunity/data-journalism-grants-launched-worldwide
[2] https://www.eventbrite.co.uk/e/data-journalism-the-stories-behind-the-numbers-tickets-120370372023
[2] https://www.cjr.org/business_of_news/introducing-the-covid-19-cutback-tracker.php?ct=t(Top_Stories_CJR_new_Sept_2_COPY_01)&mc_cid=ff7704953f&mc_eid=bddde56a6e

Top URLs in Tweet in G5:
[1] https://twitter.com/TheBabylonBee/status/1307084485482217479/video/1

Top URLs in Tweet in G6:
[3] https://twitter.com/ogutocruz/status/1305520465998381058
[1] http://congressoabraji.blogspot.com/2020/09/como-colaboracao-e-dados-fortalecem-o.html
[1] https://twitter.com/i/web/status/1305309643359494145
[1] https://twitter.com/i/web/status/1305320863802314752
[1] https://twitter.com/i/web/status/1305343322995781632
[1] https://twitter.com/i/web/status/1305343310098313216
[1] https://twitter.com/i/web/status/1305351045963558912
[1] https://twitter.com/i/web/status/1305351027202420736
[1] https://twitter.com/i/web/status/1305366047114092545
[1] https://twitter.com/i/web/status/1305491496322375680

Top URLs in Tweet in G7:
[1] https://www.ft.com/content/6a6bab93-21fc-4bd6-b309-86e394e3869b
[1] https://twitter.com/joshspero/status/1305819971382136836
[1] https://www.ft.com/graphics
[1] https://www.ft.com/content/4fdd415c-b649-4466-ad3a-d87ff309b180
[1] https://twitter.com/sdbernard/status/1303261709646389248?s=20
[1] https://link.medium.com/WedZM6vgS9
[1] https://elpais.com/espana/madrid/2020-09-16/covid-de-ricos-covid-de-pobres-las-restricciones-de-la-segunda-ola-exponen-las-desigualdades-de-madrid.html

Top URLs in Tweet in G8:
[2] https://interaktiv.tagesspiegel.de/lab/corona-analyse-in-welchen-regionen-die-zahlen-wieder-steigen/
[1] https://www.tagesspiegel.de/berlin/strittige-pop-up-radwege-so-eng-wurde-auf-den-strecken-ueberholt/26192138.html/
[1] https://www.goethe.de/prj/k40/en/lan/aij.html

Top URLs in Tweet in G9:
[3] https://jsk.stanford.edu/news/2020/jsk-and-big-local-news-launch-new-data-journalism-grants/
[2] https://analyticsindiamag.com/how-analytics-is-being-used-in-data-journalism/
[2] https://journalism.wisc.edu/news/sjmc_job/data-science-student-associate/
[2] https://gijn.org/2020/09/17/data-journalism-top-10-border-disputes-mediterranean-gas-data-reporting-grants-newsrooms-cuts/
[2] https://doingbuzz.com/jsk-and-big-local-news-launches-new-data-journalism-grants/
[2] https://www.buzzfeednews.com/article/jsvine/fincen-files-explainer-data-money-transactions
[1] https://www.merkur.de/politik/ruhrparlament-wahlergebnis-2020-nrw-rvr-ruhrgebiet-metropole-zr-90039706.html
[1] https://www.merkur.de/politik/buergermeisterwahl-wahl-ergebnisse-nrw-kommunalwahl-2020-staedte-karte-gemeinden-zr-90039701.html
[1] https://indianexpress.com/article/express-exclusive/china-watching-big-data-president-kovind-pm-narendra-modi-opposition-leaders-chief-justice-of-india-zhenhua-data-information-technology-6594861/
[1] https://twitter.com/nthelitz/status/1305414130086612992

Top URLs in Tweet in G10:
[2] https://zdfheute-stories-tap.zdf.de/duerre_boden_klimawandel#CS5-62
[1] https://zdf.shorthandstories.com/corona_coronafaelle_weltweit/index.html
[1] https://twitter.com/zdfheute/status/1305868349306482689
[1] https://twitter.com/JanWillemTulp/status/1305417479909527557
[1] https://www.zdf.de/nachrichten/politik/usa-wahl-trump-biden-umfrage-100.html

Top Domains
Top Domains in Tweet in Entire Graph:
[250] twitter.com
[51] datacenterfrontier.com
[45] stanford.edu
[36] gijn.org
[31] factchecker.in
[29] analyticsindiamag.com
[22] buzzfeednews.com
[20] aljazeera.com
[15] medium.com
[14] zoom.us

Top Domains in Tweet in G2:
[5] icij.org

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

Top Domains in Tweet in G4:
[39] stanford.edu
[26] gijn.org
[14] zoom.us
[5] youtube.com
[4] journaliststoolbox.org
[4] eventbrite.com
[3] ijnet.org
[3] google.com
[2] twitter.com
[2] co.uk

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

Top Domains in Tweet in G6:
[165] twitter.com
[1] blogspot.com
[1] com.br
[1] efarmnewsar.com
[1] org.br
[1] congresse.me

Top Domains in Tweet in G7:
[3] ft.com
[2] twitter.com
[1] medium.com
[1] elpais.com

Top Domains in Tweet in G8:
[3] tagesspiegel.de
[1] goethe.de

Top Domains in Tweet in G9:
[28] twitter.com
[5] medium.com
[4] analyticsindiamag.com
[4] dy.si
[4] stanford.edu
[3] merkur.de
[3] linkedin.com
[3] datajournalism.com
[2] robotwritersai.com
[2] wisc.edu

Top Domains in Tweet in G10:
[3] zdf.de
[2] twitter.com
[1] shorthandstories.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[794] ddj
[97] covid19
[92] dataviz
[83] journalism
[75] minoritiesgenocideinindia
[72] data
[54] datajournalism
[39] datacenter
[36] jskbln
[28] corona



Top Hashtags in Tweet in G2:
[3] ddj
[1] fincenfiles
[1] icijdatashare
[1] datajournalism

Top Hashtags in Tweet in G4:
[133] ddj
[66] covid19
[36] jskbln
[28] datajourno
[24] data
[19] datajournalism
[15] journalism
[11] datajournalists
[8] journalists
[8] dataviz

Top Hashtags in Tweet in G6:
[477] ddj
[16] codabr
[6] jornalismodedados
[4] domingodedados
[3] notícias
[3] jornalismo
[3] crisealimentar
[3] preços
[2] alimentos
[2] guerra

Top Hashtags in Tweet in G7:
[17] dataviz
[15] ddj
[4] covid19
[3] internship
[2] gistribe
[2] visualjournalism
[1] journalistjobs
[1] electiontwitter

Top Hashtags in Tweet in G8:
[13] corona
[11] ischgl
[4] ddj
[3] ki
[3] crimemap
[2] sommerferien
[1] radmesser
[1] automatedjournalism
[1] covid19
[1] coronavirusde

Top Hashtags in Tweet in G9:
[16] ddj
[12] journalism
[8] data
[6] datajournalism
[5] dataviz
[5] datascience
[4] bigdata
[4] icymi
[3] analytics
[3] covid19

Top Hashtags in Tweet in G10:
[21] ddj
[15] corona
[1] dataviz

Top Words
Top Words in Tweet in Entire Graph:
[2546] data
[1896] journalism
[794] #ddj
[628] reporters
[625] down
[624] terrible
[622] dodgy
[621] broadcast
[620] pa
[620] period

Top Words in Tweet in G1:
[617] terrible
[617] period
[617] broadcast
[617] journalism
[617] reporters
[617] drilling
[617] down
[617] dodgy
[617] data
[616] allisonpearson

Top Words in Tweet in G2:
[543] icijorg
[452] former
[451] found
[451] banking
[451] secrets
[451] politicians
[451] public
[451] figures
[451] paul
[451] manafort

Top Words in Tweet in G3:
[348] data
[347] journalism
[347] people
[344] monachalabi
[344] left
[344] old
[344] job
[344] explain
[344] experiences
[344] abuse

Top Words in Tweet in G4:
[259] data
[133] #ddj
[105] jskstanford
[83] grants
[74] jsk
[72] biglocalnews
[68] reporting
[68] journalism
[66] #covid19
[60] local

Top Words in Tweet in G5:
[222] data
[221] bnn
[221] news
[221] team
[221] brings
[221] latest
[221] polling
[221] showing
[221] biden
[221] 100

Top Words in Tweet in G6:
[492] em
[477] #ddj
[474] dou
[179] jornalismo
[178] dados
[159] jornalismodados
[90] abraji
[85] escoladedados
[58] esse
[42] não

Top Words in Tweet in G7:
[187] showing
[184] animation
[182] sdbernard
[176] smoke
[176] wildfires
[176] west
[176] coast
[176] affecting
[176] areas
[176] far

Top Words in Tweet in G8:
[170] die
[153] journalismus
[150] wirkt
[150] gericht
[150] heute
[150] senuvkberlin
[150] verwaltungsgericht
[150] beschwerde
[150] gegen
[149] plateauton

Top Words in Tweet in G9:
[122] data
[108] journalism
[16] #ddj
[13] news
[12] being
[12] #journalism
[11] more
[9] used
[8] #data
[8] local

Top Words in Tweet in G10:
[93] zdfheute
[81] immer
[80] 2018
[80] 2019
[75] zwei
[75] aufeinanderfolgende
[75] dürren
[75] jahr
[75] wenig
[75] regen

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[795] data,journalism
[621] dodgy,data
[620] terrible,period
[620] period,broadcast
[620] broadcast,journalism
[620] journalism,reporters
[620] reporters,drilling
[620] drilling,down
[620] down,dodgy
[619] allisonpearson,terrible

Top Word Pairs in Tweet in G1:
[617] terrible,period
[617] period,broadcast
[617] broadcast,journalism
[617] journalism,reporters
[617] reporters,drilling
[617] drilling,down
[617] down,dodgy
[617] dodgy,data
[616] allisonpearson,terrible
[616] data,pa

Top Word Pairs in Tweet in G2:
[451] found,banking
[451] banking,secrets
[451] secrets,politicians
[451] politicians,public
[451] public,figures
[451] figures,paul
[451] paul,manafort
[451] manafort,former
[451] former,ukrainian
[451] ukrainian,presidential

Top Word Pairs in Tweet in G3:
[346] data,journalism
[344] left,old
[344] old,job
[344] job,data
[344] journalism,people
[344] people,explain
[344] explain,experiences
[344] experiences,abuse
[344] abuse,discrimination
[343] monachalabi,left

Top Word Pairs in Tweet in G4:
[63] data,reporting
[54] local,news
[53] reporting,grants
[49] news,data
[49] 10,#ddj
[49] data,journalism
[46] top,10
[45] data,driven
[39] jsk,big
[39] big,local

Top Word Pairs in Tweet in G5:
[221] bnn,news
[221] news,team
[221] team,brings
[221] brings,latest
[221] latest,polling
[221] polling,data
[221] data,showing
[221] showing,biden
[221] biden,100
[221] 100,chance

Top Word Pairs in Tweet in G6:
[473] dou,em
[473] em,#ddj
[159] jornalismodados,dou
[156] #ddj,jornalismodados
[124] jornalismo,dados
[25] trabalhar,jornalismo
[23] abraji,quer
[23] quer,trabalhar
[21] #ddj,escoladedados
[20] dados,mas

Top Word Pairs in Tweet in G7:
[176] animation,showing
[176] showing,smoke
[176] smoke,wildfires
[176] wildfires,west
[176] west,coast
[176] coast,affecting
[176] affecting,areas
[176] areas,far
[176] far,away
[176] away,york

Top Word Pairs in Tweet in G8:
[150] journalismus,wirkt
[150] wirkt,gericht
[150] gericht,heute
[150] heute,die
[150] die,senuvkberlin
[150] senuvkberlin,verwaltungsgericht
[150] verwaltungsgericht,beschwerde
[150] beschwerde,gegen
[149] plateauton,journalismus
[149] gegen,urtei

Top Word Pairs in Tweet in G9:
[51] data,journalism
[7] being,used
[6] analytics,being
[6] used,data
[6] local,news
[5] jsk,big
[5] big,local
[5] journalism,grants
[4] #data,#journalism
[4] data,driven

Top Word Pairs in Tweet in G10:
[80] 2018,2019
[80] 2019,immer
[75] zwei,aufeinanderfolgende
[75] aufeinanderfolgende,dürren
[75] dürren,jahr
[75] jahr,2018
[75] immer,wenig
[75] wenig,regen
[75] regen,gab
[75] gab,laut

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@allisonpearson
@icijorg
@monachalabi
@thebabylonbee
@sdbernard
@senuvkberlin
@plateauton
@jskstanford
@jornalismodados
@zdfheute

Top Mentioned in G1:
@allisonpearson
@fatemperor
@alistairhaimes
@michaelyeadon3
@toadmeister

Top Mentioned in G2:
@icijorg
@allisonpearson

Top Mentioned in G3:
@monachalabi
@icijorg
@noahi

Top Mentioned in G4:
@jskstanford
@biglocalnews
@gijn
@journtoolbox
@aaja_chicago
@stanfordjdi
@ijnet
@sigmaawards
@ft
@jazzmyth

Top Mentioned in G5:
@thebabylonbee
@allisonpearson

Top Mentioned in G6:
@jornalismodados
@escoladedados
@abraji
@sergiospagnuolo
@agenciapublica
@nataliamazotte
@anarina
@okfnbr
@_fiquemsabendo
@sbtonline

Top Mentioned in G7:
@sdbernard
@digitalcampbell
@ioanna_toufexi
@financialtimes
@kange_zj
@mariano_zafra
@danielegrasso
@fernandopeinado
@moritz_wichmann
@icijorg

Top Mentioned in G8:
@senuvkberlin
@plateauton
@ninabcdefghi
@jangeorgplavec
@tagesspiegel
@tage
@goetheinstitut

Top Mentioned in G9:
@c_coolidge

Top Mentioned in G10:
@zdfheute
@ufz_de
@icijorg
@dwd_klima
@simondhaas
@datenrobert

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@dichristine
@kompascom
@jurylady5
@odio_nao
@macha_oji
@ez4u2say_janis
@evankirstel
@yarosisnancy
@john1966olsen

Top Tweeters in G1:
@mmjblair
@heidiec5
@combatsespoir
@princessofwails
@rob_kimbell
@andyhammers
@richlin11a
@terrytmcgookin
@johndmtb
@hardistymark

Top Tweeters in G2:
@odio_nao
@macha_oji
@yarosisnancy
@john1966olsen
@kokusizu2
@1loriking
@jjj5819
@fight4freedom72
@alllwftopic
@cblazblaz

Top Tweeters in G3:
@estarianne
@sds_sunlight
@cptleto
@tichitsinde
@shonatiger
@pdacosta
@juliebhunt
@hilarieashton
@so_treu
@juan_ll1

Top Tweeters in G4:
@kompascom
@winobs
@slate
@viralvideovlogs
@vedatsamur
@financialtimes
@ft
@nbcnews
@patwhite70
@solhog

Top Tweeters in G5:
@oldsalz
@jtlol
@mar_e_o17
@aaronworthing
@commonsense258
@lylajoyrose
@jwhite0316
@lschneerer
@johnschreiber8
@republicisdead

Top Tweeters in G6:
@jornalistavitor
@xaconha
@uolnoticias
@moyennea
@joclau53
@eurobo36
@ernani_neto
@kamomh
@kikiie
@cascianovidal

Top Tweeters in G7:
@jurylady5
@mrkalman
@olguitapumita
@mwt2008
@kange_zj
@aleximenez
@metaalarbeider
@gameofchoice123
@satyavrata9
@drippysoap

Top Tweeters in G8:
@scheerenberger
@btkrth
@tagesspiegel
@dubeateo
@stachelvieh
@pia_purzella
@habo11
@musichistorylaw
@bugspriet
@a_ka_es

Top Tweeters in G9:
@npsusa
@c_coolidge
@thesoulcab
@khalturadotcom
@ericmgarcia
@baekdal
@paleomexicano
@madramangloka
@gianlucasgueo
@mjb_sf

Top Tweeters in G10:
@chrisbrey1
@ungubunugu1274
@cyrus_mcdugan
@countup
@drunkonhugs
@mk4058
@umasharandon
@snowy_carpender
@spreepunk
@dorisbrehm