#ddj, Twitter, 10/7/2019 7:49:58 AM, 212122


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#ddj_2019-10-07_00-42-42.xlsx
#ddj_2019-10-07_00-42-42.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 07, 2019
Short Description:
#ddj via NodeXL http://bit.ly/31Tj6fV
@paulbradshaw
@telegraph_data
@albertocairo
@datajournalism
@ohmyshambles
@alastairotter
@halukamb
@martinstabe
@ajlabs
@nzzvisuals

Top hashtags:
#ddj
#dataviz
#gijc19
#datajournalism
#infographics
#vg
#opendata

Description:
Description
The graph represents a network of 597 Twitter users whose tweets in the requested range contained "#ddj", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 07 October 2019 at 07:43 UTC.

The requested date range was from Monday, 30 September 2019 at 00:00 UTC through Monday, 07 October 2019 at 00:00 UTC.

The tweets in the network were tweeted over the 6-day, 13-hour, 1-minute period from Monday, 30 September 2019 at 01:26 UTC to Sunday, 06 October 2019 at 14:28 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 : 597
Unique Edges : 831
Edges With Duplicates : 131
Total Edges : 962
Self-Loops : 107
Reciprocated Vertex Pair Ratio : 0.0444726810673443
Reciprocated Edge Ratio : 0.0851581508515815
Connected Components : 53
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 360
Maximum Edges in a Connected Component : 595
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 5.232102
Graph Density : 0.00231020876193046
Modularity : 0.781633
NodeXL Version : 1.0.1.419

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[21] http://www.thefunctionalart.com/2019/10/dont-just-visualize-uncertainty-explain.html
[20] https://interactive.aljazeera.com/aje/2019/how-has-my-country-voted-at-unga/index.html
[17] https://www.amazon.com/How-Charts-Lie-Getting-Information/dp/1324001569/
[14] http://www.thefunctionalart.com/2019/10/rawgraphs-20-is-coming-please-support-it.html
[12] https://simonrogers.net/2019/09/26/a-new-free-online-course-in-data-journalism/
[10] http://www.thefunctionalart.com/2019/10/why-i-require-students-to-blog-about.html
[9] https://www.bbc.com/news/uk-england-49812519
[7] https://gijc2019.org/2019/09/29/getting-stories-from-the-command-line/
[7] https://journalismcourses.org/DATA0819.html
[6] https://www.kickstarter.com/projects/datasketch/savethedata?ref=thanks-tweet

Top URLs in Tweet in G1:
[20] http://www.thefunctionalart.com/2019/10/dont-just-visualize-uncertainty-explain.html
[16] https://www.amazon.com/How-Charts-Lie-Getting-Information/dp/1324001569/
[14] http://www.thefunctionalart.com/2019/10/rawgraphs-20-is-coming-please-support-it.html
[10] http://www.thefunctionalart.com/2019/10/why-i-require-students-to-blog-about.html
[5] https://journalismcourses.org/DATA0819.html
[4] http://www.thefunctionalart.com/2019/10/upcoming-talks-in-boston-new-york.html
[2] http://www.thefunctionalart.com/2019/09/what-you-call-chaos-i-call-method.html
[2] https://www.indiebound.org/book/9781324001560
[2] https://barnesandnoble.com/w/how-charts-lie-alberto-cairo/1130420282;jsessionid=C95A39AEBEFEA3101361FE5D6A67B53A.prodny_store02-atgap07?ean=9781324001560#/
[2] https://www.amazon.co.uk/How-Charts-Lie-Getting-Information/dp/1324001569/ref=sr_1_1?keywords=how+charts+lie&qid=1553764979&s=gateway&sr=8-1

Top URLs in Tweet in G2:
[2] https://telegraph.workable.com/j/5409AF0327
[1] https://twitter.com/EdjNet/status/1178636390608904192
[1] https://www.newsworthy.se/sv/dashboard/newslead/30409/
[1] https://www.amazon.com/How-Charts-Lie-Getting-Information/dp/1324001569/
[1] http://www.thefunctionalart.com/2019/10/upcoming-talks-in-boston-new-york.html

Top URLs in Tweet in G3:
[6] https://gijc2019.org/2019/09/29/getting-stories-from-the-command-line/
[1] https://flourish.studio/2019/09/05/scrollytelling-flourish-sky-q-and-a/?utm_source=Flourish&utm_campaign=3dcc5e2bb5-EMAIL_CAMPAIGN_2018_07_25_03_49_COPY_01&utm_medium=email&utm_term=0_190848d56d-3dcc5e2bb5-83494981
[1] https://www.slideshare.net/onlinejournalist/10-ways-ai-can-be-used-for-investigations
[1] https://github.com/BBC-Data-Unit/ofsted-inspections
[1] https://twitter.com/danwainwright/status/1179286893286055936
[1] https://github.com/BBC-Data-Unit/homeless-deaths-2019
[1] https://twitter.com/danwainwright/status/1179008563194339328
[1] https://gijc2019.org/tipsheets/
[1] https://twitter.com/tophtucker/status/1179469112839409664
[1] https://onlinejournalismblog.com/2018/06/05/reliability-accuracy-authenticity-archives-data-journalism/

Top URLs in Tweet in G4:
[20] https://interactive.aljazeera.com/aje/2019/how-has-my-country-voted-at-unga/index.html
[5] https://www.aljazeera.com:443/unga
[2] https://institute.aljazeera.net/sites/default/files/2019/Data%20Journalism%20En%20-%20Web.pdf
[1] https://institute.aljazeera.net/sites/default/files/2019/Data%20Journalism%20Ar%20-%20Web.pdf
[1] https://twitter.com/ajlabs/status/1179059671690289152
[1] https://twitter.com/haddadme/status/1179060551491690496
[1] https://www.slideshare.net/onlinejournalist/10-ways-ai-can-be-used-for-investigations

Top URLs in Tweet in G5:
[5] https://www.linkedin.com/slink?code=ddj_NHv
[4] https://mailchi.mp/c03930046a80/veri-bulteni50-386817
[4] https://docs.google.com/presentation/d/1jWejkwXCFoGAPSHEU6GcHSMG0bNEWyu3zPHWuN64U9s/edit#slide=id.g61ec097154_0_4
[3] https://veribulteni.voyd.org.tr/yeni-esitsizlikler-temali-yeni-medya-calismalari-iv-ulusal-kongresinde-voyd-neler-anlatti/
[2] https://interactive.aljazeera.com
[2] https://datajournalism.com/read/newsletters/apis-for-journalism
[1] https://mailchi.mp/e8276ca9548b/veri-bulteni
[1] https://twitter.com/NewsLabTurkey/status/1175008490827517953?s=20
[1] https://twitter.com/utknightcenter/status/1175786831192834049?s=20
[1] https://deprem.afad.gov.tr/sondepremler

Top URLs in Tweet in G6:
[9] https://www.bbc.com/news/uk-england-49812519
[1] https://www.elconfidencial.com/economia/2019-09-27/exodo-urbano-espana-migraciones-ciudades-buscador_2251515/
[1] https://github.com/ECLaboratorio/unidad-de-datos/tree/master/proyectos/migraciones_espana
[1] https://github.com/BBC-Data-Unit/deprivation
[1] https://careers.hrm.northeastern.edu/en-us/job/501587/assistant-professordata-journalism-and-digital-storytelling

Top URLs in Tweet in G7:
[1] https://www.nytimes.com/2019/09/30/us/politics/joe-biden-ads.html
[1] https://www.facebook.com/ads/library/report/?source=archive-landing-page&country=US
[1] https://readsludge.com/about/
[1] https://twitter.com/Sludge/status/1179411614992343042
[1] https://twitter.com/nytimes/status/1179357898532691969
[1] https://frontiermyanmar.net/en/power-play-how-chinese-investment-damned-myanmars-economic-transition/index.html
[1] https://medium.com/athenslivegr/whose-home-is-this-f3b45d878b0b

Top URLs in Tweet in G8:
[2] https://gijc2019.org/2019/09/29/artificial-intelligence-11-ways-to-revolutionize-your-stories/
[2] http://www.carlapedret.cat/best-podcast-data-journalism/
[1] https://gijc2019.org/2019/09/29/getting-stories-from-the-command-line/
[1] https://www.newtimes.co.rw/news/journalists-urged-embrace-artificial-intelligence
[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/2019/02/datashare-help-test-and-improve-our-latest-journalism-tool/
[1] https://drive.google.com/file/d/1k5V4FG-Ds3BehudV3OVdHUB1VFoPfhEd/view
[1] https://gijn.org/data-journalism-the-gijn-collection/
[1] https://www.bastamag.net/webdocs/pharmapapers/l-argent-de-l-influence/eurosfordocs-une-base-de-donnees-d-utilite-publique/

Top URLs in Tweet in G9:
[1] https://digitalpresent.tagesspiegel.de/die-un-im-Wandel-der-Zeit
[1] https://digitalpresent.tagesspiegel.de/vis-for-future

Top URLs in Tweet in G10:
[1] https://twitter.com/CodeForMD/status/1178245660790923265
[1] https://www.moment.at/story/wir-wir-oesterreich-wohnen
[1] https://app.23degrees.io/embed/collective-bargaining-coverage-before-and-after-the-crisis-2007-2008-and-2014-2016-12

Top Domains
Top Domains in Tweet in Entire Graph:
[52] thefunctionalart.com
[28] verigazeteciligi.com
[27] aljazeera.com
[27] twitter.com
[18] amazon.com
[12] simonrogers.net
[11] co.uk
[10] gijc2019.org
[9] bbc.com
[7] datajournalism.com

Top Domains in Tweet in G1:
[50] thefunctionalart.com
[17] amazon.com
[5] journalismcourses.org
[3] indiebound.org
[3] barnesandnoble.com
[3] co.uk

Top Domains in Tweet in G2:
[2] workable.com
[1] twitter.com
[1] newsworthy.se
[1] amazon.com
[1] thefunctionalart.com

Top Domains in Tweet in G3:
[7] gijc2019.org
[3] twitter.com
[2] github.com
[1] flourish.studio
[1] slideshare.net
[1] onlinejournalismblog.com

Top Domains in Tweet in G4:
[25] aljazeera.com
[3] aljazeera.net
[2] twitter.com
[1] slideshare.net

Top Domains in Tweet in G5:
[7] datajournalism.com
[5] mailchi.mp
[5] twitter.com
[5] linkedin.com
[4] org.tr
[4] google.com
[2] aljazeera.com
[1] gov.tr
[1] utexas.edu
[1] datashades.info

Top Domains in Tweet in G6:
[9] bbc.com
[2] github.com
[1] elconfidencial.com
[1] northeastern.edu

Top Domains in Tweet in G7:
[2] twitter.com
[1] nytimes.com
[1] facebook.com
[1] readsludge.com
[1] frontiermyanmar.net
[1] medium.com

Top Domains in Tweet in G8:
[3] gijc2019.org
[2] carlapedret.cat
[2] icij.org
[1] co.rw
[1] google.com
[1] gijn.org
[1] bastamag.net

Top Domains in Tweet in G9:
[2] tagesspiegel.de

Top Domains in Tweet in G10:
[1] twitter.com
[1] moment.at
[1] 23degrees.io

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[317] ddj
[140] dataviz
[46] gijc19
[40] datajournalism
[33] infographics
[20] vg
[17] opendata
[15] verigã¶rselleåÿtirme
[14] unga
[14] verigazeteciliäÿi



Top Hashtags in Tweet in G1:
[39] ddj
[37] dataviz
[32] infographics
[8] howchartslie
[2] albertocairodatavizclass
[2] journalism
[1] datajournalism
[1] mooc
[1] freelancer

Top Hashtags in Tweet in G2:
[5] ddj
[2] economy
[2] uk
[2] eu
[1] edjnet
[1] nodealbrexit
[1] brexit
[1] ddjedu
[1] jom326
[1] howchartslie

Top Hashtags in Tweet in G3:
[27] gijc19
[21] ddj
[3] dataviz
[2] scrollytelling
[1] bcujournos
[1] ai
[1] homelessness

Top Hashtags in Tweet in G4:
[39] ddj
[31] dataviz
[5] unga
[2] un
[2] humanrights
[2] peace
[1] øµø­ø§ùø©_ø§ù„ø¨ùšø§ù†ø§øª
[1] datajournalism
[1] gijc19
[1] ai

Top Hashtags in Tweet in G5:
[31] ddj
[26] datajournalism
[8] climate
[8] climatechange
[7] gijc19
[6] dataviz
[6] opendata
[6] voyd
[5] veriokuryazarlä±äÿä±
[5] dataliteracy

Top Hashtags in Tweet in G6:
[6] ddj
[4] rstats
[1] gganimate

Top Hashtags in Tweet in G7:
[12] ddj

Top Hashtags in Tweet in G8:
[10] ddj
[5] gijc19
[3] icijdatashare
[2] ai
[2] eurosfordocs
[1] ð˜ð˜
[1] инструменты
[1] dataviz
[1] journalism
[1] datashare

Top Hashtags in Tweet in G9:
[8] unga
[8] co2
[2] ddj
[2] dataviz
[1] downloads
[1] datenspiegel
[1] climateaction

Top Hashtags in Tweet in G10:
[6] wohnen
[6] ã–sterreich
[4] ddj
[2] dataviz
[1] miete
[1] immobilien
[1] datenvisualisierung
[1] etuc19
[1] crisis
[1] etuc2019

Top Words
Top Words in Tweet in Entire Graph:
[279] Words in Sentiment List#1: Positive
[156] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[13280] Non-categorized Words
[13715] Total Words
[313] #ddj
[213] ð
[160] data
[139] #dataviz
[119] à

Top Words in Tweet in G1:
[119] à
[66] albertocairo
[60] new
[50] post
[39] #ddj
[37] #dataviz
[32] #infographics
[26] â
[22] visualize
[20] amazon

Top Words in Tweet in G2:
[60] looking
[60] data
[59] telegraph
[59] senior
[59] journalist
[59] come
[58] month
[58] contract
[57] six
[57] visualisation

Top Words in Tweet in G3:
[49] ð
[32] paulbradshaw
[27] #gijc19
[27] ñ
[21] here
[21] useful
[20] loads
[20] tipsheets
[20] presentations
[20] covering

Top Words in Tweet in G4:
[64] ø
[49] ù
[39] #ddj
[38] ajlabs
[31] #dataviz
[22] step
[20] ajenglish
[18] country
[18] voted
[17] haddadme

Top Words in Tweet in G5:
[31] #ddj
[28] datajournalism
[26] #datajournalism
[20] data
[17] journalists
[14] veri
[14] ã
[8] voydorg
[8] yeni
[8] e

Top Words in Tweet in G6:
[18] story
[14] s
[13] mã
[13] jescuderoma
[10] hoy
[10] hemos
[10] acabado
[10] publicar
[10] proyecto
[10] ã

Top Words in Tweet in G7:
[12] #ddj
[7] evaconstantaras
[6] great
[6] piece
[6] globally
[6] resonant
[6] explanatory
[6] sotsideris
[6] athenslivegr
[6] walks

Top Words in Tweet in G8:
[164] ð
[70] ñ
[14] ðµð
[10] #ddj
[5] ñœ
[5] #gijc19
[5] для
[4] ðµñ
[4] data
[4] icijorg

Top Words in Tweet in G9:
[54] des
[18] besten
[18] visualisierungen
[18] klimawandels
[18] zumindest
[18] laut
[18] wettbewerbs
[18] visforfuture
[18] uclab_potsdam
[18] sehr

Top Words in Tweet in G10:
[14] hat
[8] 23degrees_io
[6] moment_magazin
[6] wichtigsten
[6] fakten
[6] zum
[6] thema
[6] #wohnen
[6] #ã
[6] sterreich

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[122] ð,ð
[111] à,à
[65] data,journalist
[63] telegraph,looking
[63] looking,senior
[63] senior,data
[63] journalist,come
[62] month,contract
[61] come,six
[61] six,month

Top Word Pairs in Tweet in G1:
[111] à,à
[50] new,post
[45] albertocairo,new
[32] #dataviz,#infographics
[32] #infographics,#ddj
[20] post,visualize
[20] visualize,uncertainty
[20] uncertainty,explain
[20] explain,captions
[20] captions,contradict

Top Word Pairs in Tweet in G2:
[59] telegraph,looking
[59] looking,senior
[59] senior,data
[59] data,journalist
[59] journalist,come
[58] month,contract
[57] come,six
[57] six,month
[57] contract,visualisation
[57] visualisation,showcases

Top Word Pairs in Tweet in G3:
[28] ð,ð
[20] loads,useful
[20] useful,tipsheets
[20] tipsheets,presentations
[20] presentations,#gijc19
[20] #gijc19,here
[20] here,covering
[20] covering,everything
[20] everything,interviewing
[20] interviewing,storytelling

Top Word Pairs in Tweet in G4:
[31] #dataviz,#ddj
[29] ù,ø
[27] ø,ù
[20] #ddj,ajlabs
[20] ajlabs,ajenglish
[20] ø,ø
[18] country,voted
[18] voted,#dataviz
[16] ù,ù
[11] last,week

Top Word Pairs in Tweet in G5:
[11] #ddj,#datajournalism
[8] following,recent
[8] recent,global
[8] global,#climate
[8] #climate,strike
[8] strike,ejcnet
[8] ejcnet,looked
[8] looked,question
[8] question,journalists
[8] journalists,make

Top Word Pairs in Tweet in G6:
[13] mã,s
[10] hoy,hemos
[10] hemos,acabado
[10] acabado,publicar
[10] publicar,proyecto
[10] proyecto,ã
[10] ã,xodo
[10] xodo,podrã
[10] podrã,amos
[10] amos,seguir

Top Word Pairs in Tweet in G7:
[6] great,piece
[6] piece,globally
[6] globally,resonant
[6] resonant,explanatory
[6] explanatory,#ddj
[6] #ddj,sotsideris
[6] sotsideris,athenslivegr
[6] athenslivegr,walks
[6] walks,audience
[6] audience,through

Top Word Pairs in Tweet in G8:
[94] ð,ð
[42] ð,ñ
[35] ñ,ð
[15] ñ,ñ
[11] ðµð,ð
[7] ñ,ðµð
[6] ð,ðµð
[5] ñ,ñœ
[4] ñœ,ð
[3] ðµð,ñ

Top Word Pairs in Tweet in G9:
[18] besten,visualisierungen
[18] visualisierungen,des
[18] des,klimawandels
[18] klimawandels,zumindest
[18] zumindest,laut
[18] laut,des
[18] des,wettbewerbs
[18] wettbewerbs,visforfuture
[18] visforfuture,des
[18] des,uclab_potsdam

Top Word Pairs in Tweet in G10:
[6] moment_magazin,hat
[6] hat,wichtigsten
[6] wichtigsten,fakten
[6] fakten,zum
[6] zum,thema
[6] thema,#wohnen
[6] #wohnen,#ã
[6] #ã,sterreich
[6] sterreich,zusammengetragen
[6] zusammengetragen,lisawoelfl

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@albertocairo
@telegraph_data
@ajlabs
@paulbradshaw
@datajournalism
@ajenglish
@uclab_potsdam
@haddadme
@plateauton
@dagmedyaveri

Top Mentioned in G1:
@albertocairo
@rawgraphs
@utknightcenter
@smfrogers
@theboysmithy
@diegokuonen
@yuncod
@lennymartinezd
@datajournalism
@winnydejong

Top Mentioned in G2:
@telegraph_data
@cityjournalism
@edjnet
@albertocairo
@glynmottershead
@patrick_e_scott
@maberalv
@crinaboros
@ashley_j_kirk

Top Mentioned in G3:
@paulbradshaw
@maxharlow
@bcujournalism
@clombion
@petesherlock79
@alexhomer
@herahussain
@jomorrisecho
@martinstabe
@bevthenewsgirl

Top Mentioned in G4:
@ajlabs
@ajenglish
@haddadme
@geninnovate
@usaidm16
@eastofaden
@imranakisan
@ralphjanik
@ajminstitute

Top Mentioned in G5:
@datajournalism
@voydorg
@ejcnet
@winnydejong
@thekenyanjoshua
@paulbradshaw
@twitterapi
@pinardag
@yenimedyakongre
@telegraph_data

Top Mentioned in G6:
@jescuderoma
@sharon000
@es_ine
@northeastern
@nujournalism
@telegraph_data
@storybench
@mattcdata
@journoresource
@meg_heckman

Top Mentioned in G7:
@evaconstantaras
@sotsideris
@athenslivegr
@sludge
@alexkotch
@ppolitics
@donnydonny
@digiphile
@nick_clegg
@nytimes

Top Mentioned in G8:
@icijorg
@gijn
@paulbradshaw
@marinawalkerg
@carlapedret
@leoniekij
@rinatius
@viximity
@kloopnews
@gijnru

Top Mentioned in G9:
@uclab_potsdam
@plateauton
@helenawittlich

Top Mentioned in G10:
@23degrees_io
@moment_magazin
@lisawoelfl
@mdr_san
@codeformd
@ilo
@oecd
@etui_org
@manuel_mohr

Top Tweeters
Top Tweeters in Entire Graph:
@cas_2050001283
@guillermoesnal
@irishtimes
@nytimes
@naroh
@financialtimes
@gauchazh
@ajenglish
@fischblog
@wtime90

Top Tweeters in G1:
@maelorin
@albertocairo
@lynngr
@micoyuk
@amartinez28r
@jczamora
@kristinhenry
@diegokuonen
@prosumidorsoc
@balicea1

Top Tweeters in G2:
@infrahumano
@sebastianreyese
@pierrebrt
@charliebeckett
@horton_official
@maberalv
@timbrock_dtd
@datacunha
@richjm
@glynmottershead

Top Tweeters in G3:
@baby_blue_2013
@paulbradshaw
@craigsilverman
@herahussain
@liliasaul
@malachybrowne
@daniellevitt32
@philchamberlain
@okfn
@martinstabe

Top Tweeters in G4:
@ajenglish
@rrmpinero
@harisalisic
@usaidm16
@jcbgneto
@geninnovate
@aliachughtai
@indiaonmars
@eastofaden
@mohamed

Top Tweeters in G5:
@bbbcccnnn
@justbementalist
@kimbui
@damianprofeta
@pinardag
@yearrypanji
@okhayyam
@ejcnet
@simoneasnaghi
@arastiriyorum

Top Tweeters in G6:
@naroh
@nicolasmsarries
@rstatstweet
@mattcdata
@cfgmb
@northeastern
@jescuderoma
@journoresource
@playu23
@joseantonio_bg

Top Tweeters in G7:
@nytimes
@wtime90
@digiphile
@mediagazerchat
@knightfdn
@alexkotch
@pulitzercenter
@ppolitics
@icegov
@facebook

Top Tweeters in G8:
@newtimesrwanda
@marymendola
@hello_ladywhite
@gijn
@thomasamarx
@icijorg
@kloopnews
@bastamag
@becauseidied
@gijnru

Top Tweeters in G9:
@tagesspiegel
@motikat
@fritzquincke
@happycarobinz1
@musichistorylaw
@fritzletsch
@fodorneandrea
@surfacepoint
@nrchtct
@diana_krebs

Top Tweeters in G10:
@z_eisberg
@fluglehrer
@mdr_san
@clauci2nd
@jjwieneke
@europarl_en
@etuc_ces
@oecd
@ilo
@etui_org


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