#ddj OR (data journalism) since:2020-09-14 until:2020-09-21, Twitter, 9/21/2020 9:34:36 AM, 235577


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#ddj OR (data journalism) since:2020-09-14 until:2020-09-21 Twitter NodeXL SNA Map and Report for Mo
#ddj OR (data journalism) since:2020-09-14 until:2020-09-21 Twitter NodeXL SNA Map and Report for Mo
From:
SMRFoundation
Uploaded on:
September 21, 2020
Short Description:
#ddj OR (data journalism) since:2020-09-14 until:2020-09-21 via NodeXL https://bit.ly/2FQ7Bjw
@icijorg
@polly_politics
@monachalabi
@spcrucianelli
@jskstanford
@thebabylonbee
@jornalismodados
@edeysal
@sarayasin
@biglocalnews

Top hashtags:
#ddj
#dataviz
#gistribe

Description:
Description
The graph represents a network of 4,313 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2020-09-14 until:2020-09-21", 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, 21 September 2020 at 08:25 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 41-minute period from Monday, 14 September 2020 at 00:00 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 : 4313
Unique Edges : 8266
Edges With Duplicates : 1250
Total Edges : 9516
Number of Edge Types : 5
Retweet : 3207
Mentions : 1383
MentionsInRetweet : 4355
Tweet : 359
Replies to : 212
Self-Loops : 383
Reciprocated Vertex Pair Ratio : 0.0120977498185338
Reciprocated Edge Ratio : 0.023906287353574
Connected Components : 408
Single-Vertex Connected Components : 128
Maximum Vertices in a Connected Component : 2795
Maximum Edges in a Connected Component : 7402
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.138296
Graph Density : 0.000449841635956703
Modularity : 0.749168
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 4,313 Twitter users whose recent tweets contained "#ddj OR (data journalism) since:2020-09-14 until:2020-09-21", 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, 21 September 2020 at 08:25 UTC.

The tweets in the network were tweeted over the 6-day, 23-hour, 41-minute period from Monday, 14 September 2020 at 00:00 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 : TwitterSearch
Graph Term : #ddj OR (data journalism) since:2020-09-14 until:2020-09-21
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:
[457] https://www.icij.org/investigations/fincen-files/confidential-clients/
[341] https://twitter.com/paulkrugman/status/1305234617952337929
[179] https://www.ft.com/content/6a6bab93-21fc-4bd6-b309-86e394e3869b
[150] https://www.tagesspiegel.de/berlin/strittige-pop-up-radwege-so-eng-wurde-auf-den-strecken-ueberholt/26192138.html/
[140] https://jsk.stanford.edu/news/2020/jsk-and-big-local-news-launch-new-data-journalism-grants/
[95] http://www.icij.org/investigations/fincen-files/confidential-clients/?utm_campaign=Sprout&utm_content=fincen+files&utm_medium=social&utm_source=twitter
[86] https://gijn.org/2020/09/17/data-journalism-top-10-border-disputes-mediterranean-gas-data-reporting-grants-newsrooms-cuts/
[79] https://zdfheute-stories-tap.zdf.de/duerre_boden_klimawandel#CS5-62
[34] https://www.wabe.org/equity-theft-the-exploitation-of-atlantas-low-income-homeowners/
[31] https://stanford.zoom.us/webinar/register/WN__qqFQeDzSUCn-kVyFjNKOw

Top URLs in Tweet in G1:
[1] https://www.icij.org/investigations/fincen-files/confidential-clients/

Top URLs in Tweet in G2:
[450] https://www.icij.org/investigations/fincen-files/confidential-clients/
[92] http://www.icij.org/investigations/fincen-files/confidential-clients/?utm_campaign=Sprout&utm_content=fincen+files&utm_medium=social&utm_source=twitter
[2] https://datashare.icij.org/?utm_content=buffer36696&utm_medium=social&utm_source=twitter.com&utm_campaign=Buffer+-+Twitter
[2] 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/global-banks-defy-u-s-crackdowns-by-serving-oligarchs-criminals-and-terrorists/

Top URLs in Tweet in G3:
[338] https://twitter.com/paulkrugman/status/1305234617952337929
[7] https://twitter.com/alexarriaga__/status/1306591330576076800
[1] https://www.icij.org/investigations/fincen-files/confidential-clients/

Top URLs in Tweet in G4:
[133] https://jsk.stanford.edu/news/2020/jsk-and-big-local-news-launch-new-data-journalism-grants/
[53] https://gijn.org/2020/09/17/data-journalism-top-10-border-disputes-mediterranean-gas-data-reporting-grants-newsrooms-cuts/
[31] https://stanford.zoom.us/webinar/register/WN__qqFQeDzSUCn-kVyFjNKOw
[23] https://www.eventbrite.com/e/data-driven-using-public-information-and-google-tools-for-storytelling-tickets-120330274089
[19] https://interactive.aljazeera.com/aje/2020/mapping-india-and-china-disputed-borders/index.html
[19] https://pulitzercenter.org/event/using-data-investigative-journalism
[17] https://ijnet.org/en/opportunity/data-journalism-grants-launched-worldwide
[12] https://www.journaliststoolbox.org/category/data-visualization-and-online-tools/
[9] https://gijn.org/2020/09/10/data-journalism-top-10-beirut-blast-predicting-crime-us-election-simulators-and-covid-in-ukraine/
[9] https://gijn.org/2020/09/17/top-10-ddj-gazovyie-konfliktyi-pogranichnyie-sporyi-i-grantyi-na-data-istorii/

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
[2] http://efarmnewsar.com/?s=wheat
[2] https://twitter.com/EscolaDeDados/status/1307399125466525698
[2] https://congresse.me/eventos/ddadosabraji
[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

Top URLs in Tweet in G7:
[176] https://www.ft.com/content/6a6bab93-21fc-4bd6-b309-86e394e3869b
[10] https://link.medium.com/WedZM6vgS9
[8] https://twitter.com/joshspero/status/1305819971382136836
[3] https://www.ft.com/content/4fdd415c-b649-4466-ad3a-d87ff309b180
[3] https://twitter.com/sdbernard/status/1303261709646389248?s=20
[2] 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
[1] https://www.icij.org/investigations/fincen-files/confidential-clients/
[1] https://www.ft.com/graphics
[1] https://www.thibi.recipes/
[1] https://twitter.com/paulkrugman/status/1305234617952337929

Top URLs in Tweet in G8:
[150] https://www.tagesspiegel.de/berlin/strittige-pop-up-radwege-so-eng-wurde-auf-den-strecken-ueberholt/26192138.html/
[13] https://interaktiv.tagesspiegel.de/lab/corona-analyse-in-welchen-regionen-die-zahlen-wieder-steigen/
[3] 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://www.theguardian.com/environment/2018/jul/05/amputations-serious-injuries-us-meat-industry-plant?CMP=share_btn_tw
[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:
[79] https://zdfheute-stories-tap.zdf.de/duerre_boden_klimawandel#CS5-62
[15] https://zdf.shorthandstories.com/corona_coronafaelle_weltweit/index.html
[2] https://twitter.com/JanWillemTulp/status/1305417479909527557
[1] https://www.icij.org/investigations/fincen-files/confidential-clients/
[1] https://twitter.com/ZDFheute/status/1305868349306482689
[1] https://www.zdf.de/nachrichten/politik/usa-wahl-trump-biden-umfrage-100.html

Top Domains
Top Domains in Tweet in Entire Graph:
[681] twitter.com
[557] icij.org
[184] ft.com
[163] tagesspiegel.de
[141] stanford.edu
[105] gijn.org
[80] zdf.de
[59] datacenterfrontier.com
[36] co.uk
[35] themediarumble.com

Top Domains in Tweet in G1:
[1] icij.org

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

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

Top Domains in Tweet in G4:
[133] stanford.edu
[72] gijn.org
[59] datacenterfrontier.com
[31] zoom.us
[24] youtube.com
[24] pulitzercenter.org
[23] eventbrite.com
[22] twitter.com
[20] aljazeera.com
[17] ijnet.org

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

Top Domains in Tweet in G6:
[166] twitter.com
[2] efarmnewsar.com
[2] congresse.me
[1] blogspot.com
[1] com.br
[1] org.br
[1] stanford.edu

Top Domains in Tweet in G7:
[180] ft.com
[12] twitter.com
[10] medium.com
[2] elpais.com
[1] icij.org
[1] thibi.recipes

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

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

Top Domains in Tweet in G10:
[80] zdf.de
[15] shorthandstories.com
[3] twitter.com
[1] icij.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1941] ddj
[314] dataviz
[182] gistribe
[150] radmesser
[143] covid19
[105] journalism
[105] jskbln
[96] fincenfiles
[92] data
[86] datajournalism



Top Hashtags in Tweet in G1:
[1] ddj

Top Hashtags in Tweet in G2:
[544] ddj
[92] fincenfiles
[2] icijdatashare
[2] datajournalism

Top Hashtags in Tweet in G3:
[1] ddj

Top Hashtags in Tweet in G4:
[273] ddj
[112] covid19
[102] jskbln
[82] datajourno
[60] dataviz
[53] datajournalism
[44] datacenter
[39] data
[24] journalism
[22] rainforestjournalismfund

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

Top Hashtags in Tweet in G7:
[201] ddj
[194] dataviz
[179] gistribe
[3] covid19
[3] internship
[3] journalistjobs
[3] electiontwitter
[2] visualjournalism
[1] splicebeta

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

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

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

Top Words
Top Words in Tweet in Entire Graph:
[2890] data
[2430] journalism
[1945] #ddj
[984] job
[962] left
[915] former
[687] bar
[682] chart
[677] government
[632] reporters

Top Words in Tweet in G1:
[618] terrible
[618] period
[618] broadcast
[618] journalism
[618] reporters
[618] drilling
[618] down
[618] dodgy
[618] data
[618] parrot

Top Words in Tweet in G2:
[900] former
[544] #ddj
[542] venezuela
[542] explore
[450] found
[450] banking
[450] secrets
[450] politicians
[450] public
[450] figures

Top Words in Tweet in G3:
[676] bar
[676] chart
[358] data
[349] journalism
[346] one
[341] people
[338] left
[338] old
[338] job
[338] explain

Top Words in Tweet in G4:
[501] data
[274] #ddj
[141] grants
[124] reporting
[116] journalism
[112] #covid19
[109] driven
[102] #jskbln
[100] jsk
[95] apply

Top Words in Tweet in G5:
[218] data
[218] journalism
[217] bnn
[217] news
[217] team
[217] brings
[217] latest
[217] polling
[217] showing
[217] biden

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

Top Words in Tweet in G7:
[201] #ddj
[194] #dataviz
[186] showing
[184] animation
[179] fascinating
[179] article
[179] #gistribe
[176] smoke
[176] wildfires
[176] west

Top Words in Tweet in G8:
[170] die
[166] #ddj
[153] journalismus
[152] daten
[150] wirkt
[150] gericht
[150] heute
[150] senuvkberlin
[150] verwaltungsgericht
[150] beschwerde

Top Words in Tweet in G9:
[122] data
[107] journalism
[15] #ddj
[13] news
[11] being
[11] #journalism
[11] more
[8] used
[8] local
[8] investigative

Top Words in Tweet in G10:
[99] #ddj
[80] immer
[79] 2018
[79] 2019
[74] zwei
[74] aufeinanderfolgende
[74] dürren
[74] jahr
[74] wenig
[74] regen

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[876] data,journalism
[682] bar,chart
[621] dodgy,data
[620] terrible,period
[620] period,broadcast
[620] broadcast,journalism
[620] journalism,reporters
[620] reporters,drilling
[620] drilling,down
[620] down,dodgy

Top Word Pairs in Tweet in G1:
[618] terrible,period
[618] period,broadcast
[618] broadcast,journalism
[618] journalism,reporters
[618] reporters,drilling
[618] drilling,down
[618] down,dodgy
[618] dodgy,data
[618] data,parrot
[618] parrot,government

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

Top Word Pairs in Tweet in G3:
[676] bar,chart
[340] data,journalism
[338] left,old
[338] old,job
[338] job,data
[338] journalism,people
[338] people,explain
[338] explain,experiences
[338] experiences,abuse
[338] abuse,discrimination

Top Word Pairs in Tweet in G4:
[106] data,reporting
[93] data,driven
[87] reporting,grants
[85] local,news
[84] #jskbln,#ddj
[76] news,data
[70] jsk,big
[70] big,local
[67] #ddj,#datajourno
[59] top,10

Top Word Pairs in Tweet in G5:
[217] bnn,news
[217] news,team
[217] team,brings
[217] brings,latest
[217] latest,polling
[217] polling,data
[217] data,showing
[217] showing,biden
[217] biden,100
[217] 100,chance

Top Word Pairs in Tweet in G6:
[473] dou,em
[473] em,#ddj
[156] #ddj,jornalismodados
[156] jornalismodados,dou
[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:
[190] #dataviz,#ddj
[179] fascinating,article
[179] #gistribe,#dataviz
[176] animation,showing
[176] showing,smoke
[176] smoke,wildfires
[176] wildfires,west
[176] west,coast
[176] coast,affecting
[176] affecting,areas

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
[150] gegen,urteil
[150] urteil,eingelegt

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

Top Word Pairs in Tweet in G10:
[79] 2018,2019
[79] 2019,immer
[74] zwei,aufeinanderfolgende
[74] aufeinanderfolgende,dürren
[74] dürren,jahr
[74] jahr,2018
[74] immer,wenig
[74] wenig,regen
[74] regen,gab
[74] gab,laut

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@fatemperor
@alistairhaimes
@michaelyeadon3
@toadmeister
@financialtimes
@qgis
@lesliehook
@senuvkberlin
@jornalismodados
@escoladedados

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

Top Mentioned in G2:
@icijorg

Top Mentioned in G3:
@alexarriaga__

Top Mentioned in G4:
@biglocalnews
@jskstanford
@ajenglish
@ft
@ajlabs
@dcfrontier
@stanfordjdi
@gijn
@jazzmyth
@sigmaawards

Top Mentioned in G5:
@fatemperor
@alistairhaimes
@michaelyeadon3
@toadmeister

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

Top Mentioned in G7:
@financialtimes
@lesliehook
@qgis
@digitalcampbell
@ndaktuell
@mariano_zafra
@danielegrasso
@fernandopeinado

Top Mentioned in G8:
@senuvkberlin
@tagesspiegel
@goetheinstitut

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

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
@polly_politics
@princessofwails
@rob_kimbell
@andyhammers
@richlin11a
@terrytmcgookin
@johndmtb

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:
@dichristine
@kompascom
@evankirstel
@reuters
@caffreyej
@winobs
@slate
@viralvideovlogs
@arifwaheed
@vedatsamur

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
@financialtimes
@mwt2008
@kange_zj
@aleximenez
@metaalarbeider
@gameofchoice123
@satyavrata9

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
@ladybie11

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


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