#ddj, Twitter, 1/21/2019 12:04:55 PM, 182658


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#ddj_2019-01-21_03-54-11.xlsx
#ddj_2019-01-21_03-54-11.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 21, 2019
Short Description:
#ddj via NodeXL http://bit.ly/2DpALlG
@gijn
@sz
@gijnru
@pinardag
@albertocairo
@martinstabe
@anaserranot
@icfj
@datajconf
@ddjournalism

Top hashtags:
#ddj
#dataviz
#vg
#datajournalism
#data
#hyblab
#rstats
#verihaberciliği
#nantes
#mediacampus

Description:
Description
The graph represents a network of 803 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, 21 January 2019 at 11:54 UTC.

The requested date range was from Monday, 14 January 2019 at 00:00 UTC through Monday, 21 January 2019 at 00:00 UTC.

The tweets in the network were tweeted over the 6-day, 19-hour, 58-minute period from Monday, 14 January 2019 at 01:01 UTC to Sunday, 20 January 2019 at 21:00 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 : 803
Unique Edges : 1218
Edges With Duplicates : 466
Total Edges : 1684
Self-Loops : 217
Reciprocated Vertex Pair Ratio : 0.0417348608837971
Reciprocated Edge Ratio : 0.0801256873527101
Connected Components : 80
Single-Vertex Connected Components : 32
Maximum Vertices in a Connected Component : 523
Maximum Edges in a Connected Component : 1199
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.000369
Graph Density : 0.00197668965817089
Modularity : 0.647054
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[67] https://projekte.sueddeutsche.de/artikel/kultur/gender-wie-gleichberechtigt-sind-kinderbuecher-e970817/
[26] https://gijn.org/2019/01/17/gijns-data-journalism-top-10-pirates-vs-princesses-buenos-aires-crime-awards-fellowships/
[18] https://mailchi.mp/ceec604624c5/voyd-veri-bulteni-13
[9] https://lab.sfmoma.org/send-me-love/#/sendme/love/3
[9] https://docs.google.com/document/d/1BfLPJpRtyq4RFtHJoNpvWQjmGnyVkfE2HYoICKOGguA/edit#
[7] https://2019.troa.fr/dessiner
[6] https://twitter.com/darkgreener/status/1083687345478664193
[6] https://www.ft.com/content/2b97f6e6-189d-11e9-b93e-f4351a53f1c3
[6] https://medium.com/@journocodersindonesia/3-aplikasi-untuk-mulai-belajar-data-science-3eacee3e6d2d
[5] https://www.sueddeutsche.de/1.4279053

Top URLs in Tweet in G1:
[18] https://mailchi.mp/ceec604624c5/voyd-veri-bulteni-13
[16] https://gijn.org/2019/01/17/gijns-data-journalism-top-10-pirates-vs-princesses-buenos-aires-crime-awards-fellowships/
[9] https://docs.google.com/document/d/1BfLPJpRtyq4RFtHJoNpvWQjmGnyVkfE2HYoICKOGguA/edit#
[9] https://lab.sfmoma.org/send-me-love/#/sendme/love/3
[5] https://twitter.com/gijn/status/1084851132508315649
[4] http://www.verigazeteciligi.com/2018-yili-veri-gorsellestirme-calismalarinin-kapsamli-listesi/
[4] https://dagmedya.net/2019/01/15/veri-konferansi-2019/
[3] https://twitter.com/gijn/status/1086203804922580993
[3] http://www.verigazeteciligi.com/acik-veri-arastirma-aginin-e-posta-listesine-katilabilirsiniz/
[3] https://www.voyd.org.tr/tr/blog/2-172

Top URLs in Tweet in G2:
[58] https://projekte.sueddeutsche.de/artikel/kultur/gender-wie-gleichberechtigt-sind-kinderbuecher-e970817/
[3] https://www.sueddeutsche.de/1.4279053
[1] https://twitter.com/SZ/status/1084721781976563712
[1] https://projekte.sueddeutsche.de/artikel/kultur/gender-wie-gleichberechtigt-sind-kinderbuecher-e970817/?platform=hootsuite

Top URLs in Tweet in G3:
[4] http://www.stephen-few.com/blog/2019/01/14/announcing-the-data-loom/
[3] http://www.thefunctionalart.com/2019/01/new-book-coming-in-fall-new-public-talk.html
[2] http://datajconf.com/#submissions
[2] http://cplusj.org
[2] https://twitter.com/shmcminn/status/1086678335940370439
[2] https://informationisbeautiful.net/2018/announcing-the-world-data-visualization-prize-a-40k-dataviz-challenge/
[2] https://wdvp.worldgovernmentsummit.org/
[2] http://hasselfallas.com/2018/10/30/periodismo-de-investigacion-mas-vivo-y-necesario-que-nunca-en-latinoamerica/
[1] http://www.nytimes.com/packages/html/books/phillips-southern.pdf
[1] http://cplusj.org/attending

Top URLs in Tweet in G4:
[8] https://gijn.org/2019/01/17/gijns-data-journalism-top-10-pirates-vs-princesses-buenos-aires-crime-awards-fellowships/
[4] https://datajournalismawards.org/2019/01/03/how-to-apply-to-the-data-journalism-awards-2019/
[2] https://medium.com/data-journalism-awards/key-trends-for-data-journalism-in-2019-machine-learning-collaborations-and-code-art-da7ffbea5ec6
[1] https://gijn.org/2019/01/18/what-the-experts-expect-for-data-journalism-in-2019/
[1] http://nashigroshi.org/2019/01/14/50-vidsotkiv-akhmetova-v-oblenerho/
[1] https://gijn.org/2019/01/14/%D0%BF%D1%80%D0%B8%D1%81%D1%8B%D0%BB%D0%B0%D0%B9%D1%82%D0%B5-%D1%81%D0%B2%D0%BE%D0%B8-%D0%B8%D0%B4%D0%B5%D0%B8-%D1%81%D0%B5%D1%81%D1%81%D0%B8%D0%B9-%D0%B4%D0%BB%D1%8F-gijc19/
[1] https://www.a24.com/actualidad/mapa-delito-zonas-ciudad-mayor-cantidad-episodios-ultimos-anos-01092019_SJcHHtGz4
[1] https://link.medium.com/NtyyOGWhyT
[1] https://ijnet.org/en/opportunity/data-journalism-contest-accepting-entries-worldwide

Top URLs in Tweet in G5:
[6] https://twitter.com/darkgreener/status/1083687345478664193
[5] https://www.ft.com/content/2b97f6e6-189d-11e9-b93e-f4351a53f1c3
[2] https://advent18.journocode.com/door/8/
[2] https://twitter.com/ftdata/status/1085114800936570880
[2] https://www.bbc.co.uk/news/uk-wales-46878107
[1] https://twitter.com/ftdata/status/1085139594822250496
[1] https://www.sueddeutsche.de/kultur/datenanalyse-kinderbuecher-jugendbuchforschung-1.4279053
[1] https://twitter.com/MSchories/status/1084766780701184000
[1] https://ig.ft.com/brexit-meaningful-vote/
[1] https://www.ft.com/content/23eac4b2-1822-11e9-9e64-d150b3105d21

Top URLs in Tweet in G6:
[4] http://apps.katharinabrunner.de/destatiscleaner/
[3] https://twitter.com/MSchories/status/1084766780701184000
[3] https://projekte.sueddeutsche.de/artikel/kultur/gender-wie-gleichberechtigt-sind-kinderbuecher-e970817/
[1] http://sz.de/kinderbuecher
[1] https://perspective-daily.de/article/709/Tia16tGx
[1] https://www.ndr.de/ratgeber/klimawandel/Wo-sich-der-Klimawandel-in-Norddeutschland-zeigt,phaenologie102.html

Top URLs in Tweet in G7:
[4] https://www.icfj.org/our-work/icfj-alumni-reporting-grants-data-journalism-and-immersive-storytelling
[1] https://ijnet.org/en/story/cross-border-data-journalism-tips-tools-and-tricks

Top URLs in Tweet in G8:
[3] https://voxeurop.eu/de/2019/gefangenenbev-lkerung-5122550
[2] http://www.maartenlambrechts.com/2018/12/31/the-list-of-2018-visualization-lists.html
[2] https://tcij.org/category/tradecraft/courses/
[1] http://biqdata.wyborcza.pl/biqdata/7,159116,24373848,przede-wszystkim-polki-i-remigiusz-mroz-jakimi-ksiazkami-polacy.html
[1] http://mcivevrana.blogspot.com/?gz=ong1n1b
[1] http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.631.6220&rep=rep1&type=pdf
[1] https://twitter.com/albertocairo/status/1086268943852023811
[1] https://www.nzz.ch/gesellschaft/schweizerdeutsch-viel-wandel-im-freiburger-dialekt-kaum-in-baar-ld.1390868?mktcid=smsh&mktcval=Twitter
[1] https://twitter.com/SonjaKuijpers/status/1086197239255576576
[1] https://gijn.org/2018/04/11/consejos-y-herramientas-para-investigaciones-disponible-en-cinco-idiomas-incluido-el-espanol/

Top URLs in Tweet in G9:
[1] https://twitter.com/pascalriche/status/1085226130070794245

Top URLs in Tweet in G10:
[2] http://www.dokuz8haber.net/dokuz8/verilerle-turkiyede-2014-2018-2019-donemi-secmen-hareketliligi-hayatin-olagan-akisi-mi-hile-hazirligi-mi/

Top Domains
Top Domains in Tweet in Entire Graph:
[76] sueddeutsche.de
[64] twitter.com
[36] herodote.net
[34] gijn.org
[24] verigazeteciligi.com
[21] instagram.com
[21] mailchi.mp
[17] wikipedia.org
[13] medium.com
[12] google.com

Top Domains in Tweet in G1:
[24] verigazeteciligi.com
[20] gijn.org
[19] twitter.com
[19] mailchi.mp
[12] google.com
[9] sfmoma.org
[8] org.tr
[4] dagmedya.net
[3] datajournalismhandbook.org
[2] statista.com

Top Domains in Tweet in G2:
[62] sueddeutsche.de
[1] twitter.com

Top Domains in Tweet in G3:
[6] twitter.com
[4] stephen-few.com
[3] cplusj.org
[3] thefunctionalart.com
[2] datajconf.com
[2] informationisbeautiful.net
[2] worldgovernmentsummit.org
[2] hasselfallas.com
[1] nytimes.com
[1] wordpress.com

Top Domains in Tweet in G4:
[10] gijn.org
[4] datajournalismawards.org
[3] medium.com
[1] nashigroshi.org
[1] a24.com
[1] ijnet.org

Top Domains in Tweet in G5:
[10] twitter.com
[7] ft.com
[3] co.uk
[2] journocode.com
[1] sueddeutsche.de
[1] washingtonpost.com

Top Domains in Tweet in G6:
[4] katharinabrunner.de
[3] twitter.com
[3] sueddeutsche.de
[1] sz.de
[1] perspective-daily.de
[1] ndr.de

Top Domains in Tweet in G7:
[4] icfj.org
[1] ijnet.org

Top Domains in Tweet in G8:
[8] instagram.com
[3] twitter.com
[3] voxeurop.eu
[2] maartenlambrechts.com
[2] sueddeutsche.de
[2] tcij.org
[1] wyborcza.pl
[1] blogspot.com
[1] psu.edu
[1] nzz.ch

Top Domains in Tweet in G9:
[1] twitter.com

Top Domains in Tweet in G10:
[2] dokuz8haber.net

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[606] ddj
[155] dataviz
[65] vg
[60] datajournalism
[42] data
[40] hyblab
[37] rstats
[33] verihaberciliği
[29] nantes
[27] mediacampus



Top Hashtags in Tweet in G1:
[145] ddj
[71] dataviz
[65] vg
[25] datajournalism
[22] rstats
[15] temelverieğitimi
[13] verigörselleştirme
[13] data
[12] verihaberciliği
[10] açıkveri

Top Hashtags in Tweet in G2:
[67] ddj
[4] kinderbuch
[4] gender
[4] dhd2019
[3] gleichberechtigt
[2] bücher
[2] erwerbung
[2] rosahellblau
[1] klischeefrei
[1] yess

Top Hashtags in Tweet in G3:
[43] ddj
[30] dataviz
[13] infographics
[8] miami
[2] datajournalism
[2] periodismo
[2] data
[2] journalism
[1] datajconf
[1] brexit

Top Hashtags in Tweet in G4:
[26] ddj
[16] datajournalism
[12] machinelearning
[8] топ10
[4] datajournalismawards
[3] dja
[3] dataviz
[2] монополия
[2] ахметов
[2] награда

Top Hashtags in Tweet in G5:
[27] ddj
[8] hitachi
[8] uk
[8] nuclear
[2] dataviz

Top Hashtags in Tweet in G6:
[13] ddj
[2] flugscham
[1] jagstannarpåmarken
[1] klima
[1] constructivejournalism
[1] rosahellblaufalle
[1] dataviz
[1] tools

Top Hashtags in Tweet in G7:
[5] ddj
[4] datajournalism
[3] dataviz

Top Hashtags in Tweet in G8:
[41] ddj
[6] dj
[6] djlife
[6] pioneerdj
[6] dataviz
[5] podcast
[4] europa
[4] judicioux
[4] resonation
[4] radio

Top Hashtags in Tweet in G9:
[40] hyblab
[35] ddj
[29] nantes
[27] mediacampus
[3] hybridation
[3] innovation
[3] media
[2] datalogie

Top Hashtags in Tweet in G10:
[21] seçimgüvenliği
[21] verihaberciliği
[2] dokuz8veri
[2] ddj

Top Words
Top Words in Tweet in Entire Graph:
[453] Words in Sentiment List#1: Positive
[195] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[20587] Non-categorized Words
[21235] Total Words
[608] ddj
[263] data
[158] dataviz
[130] journalism
[130] bücher

Top Words in Tweet in G1:
[145] ddj
[101] pinardag
[100] veri
[77] data
[71] dataviz
[65] vg
[32] ddjournalism
[30] lisans
[30] gijn
[29] journalism

Top Words in Tweet in G2:
[130] bücher
[77] sz
[67] blaue
[67] ddj
[66] rosa
[63] kinderliteratur
[62] eine
[61] gleichberechtigt
[61] geht
[60] datenrecherche

Top Words in Tweet in G3:
[48] datajconf
[43] ddj
[43] journalism
[42] 2
[40] data
[32] dataviz
[30] malaga
[30] 2019
[28] journalists
[28] now

Top Words in Tweet in G4:
[26] ddj
[17] gijn
[16] smfrogers
[16] datajournalism
[16] 2019
[15] data
[15] на
[15] и
[14] maid_marianne
[14] key

Top Words in Tweet in G5:
[28] martinstabe
[27] ddj
[19] data
[17] maxharlow
[17] uk
[15] work
[15] davidcblood
[13] public
[12] today
[10] story

Top Words in Tweet in G6:
[27] mschories
[26] sebitsch
[26] haben
[25] cutterkom
[19] nachsichtgeraet
[19] jungs
[17] remrow
[16] kolleginnen
[16] kinderbücher
[16] analysiert

Top Words in Tweet in G7:
[59] icfj
[34] reporting
[34] grants
[30] hands
[30] alumni
[29] new
[28] projects
[26] training
[25] opportunity
[25] those

Top Words in Tweet in G8:
[42] ddj
[8] dj
[7] europa
[6] djlife
[6] pioneerdj
[6] journalism
[6] dataviz
[6] data
[6] resonation
[5] pioneer

Top Words in Tweet in G9:
[53] les
[40] hyblab
[38] au
[35] ddj
[32] des
[32] étudiants
[31] matin
[29] nantes
[29] ce
[27] mediacampus

Top Words in Tweet in G10:
[42] mı
[23] seçmen
[21] seçimgüvenliği
[21] verihaberciliği
[21] verilerle
[21] türkiye
[21] hareketliliği
[21] hayatın
[21] olağan
[21] akışı

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[66] blaue,bücher
[66] bücher,rosa
[66] gleichberechtigt,geht
[66] geht,kinderliteratur
[63] data,journalism
[63] rosa,bücher
[60] bücher,gleichberechtigt
[60] eine,sz
[60] sz,datenrecherche
[59] kinderliteratur,eine

Top Word Pairs in Tweet in G1:
[46] ddj,vg
[22] vg,dataviz
[20] data,journalism
[18] haftalık,veri
[18] veri,bültenimizin
[18] bültenimizin,13
[18] 13,sayısı
[18] sayısı,taze
[18] taze,çıktı
[18] çıktı,keyifli

Top Word Pairs in Tweet in G2:
[66] blaue,bücher
[66] bücher,rosa
[63] rosa,bücher
[61] gleichberechtigt,geht
[61] geht,kinderliteratur
[60] bücher,gleichberechtigt
[60] eine,sz
[60] sz,datenrecherche
[59] kinderliteratur,eine
[58] datenrecherche,gibt

Top Word Pairs in Tweet in G3:
[23] 1,2
[23] 2,july
[23] july,2019
[21] academic,papers
[21] papers,industry
[21] industry,talks
[21] deadline,4th
[21] 4th,april
[21] university,malaga
[21] malaga,infouma

Top Word Pairs in Tweet in G4:
[14] key,trends
[14] collaborations,code
[14] code,art
[13] data,journalism
[12] published,key
[12] trends,datajournalism
[12] datajournalism,2019
[12] 2019,machinelearning
[12] machinelearning,collaborations
[12] art,feat

Top Word Pairs in Tweet in G5:
[9] maxharlow,crunched
[9] crunched,through
[9] through,120
[9] 120,000
[9] 000,uk
[9] uk,public
[9] public,sector
[9] sector,contracts
[9] contracts,found
[9] found,23

Top Word Pairs in Tweet in G6:
[19] nachsichtgeraet,haben
[16] kolleginnen,mschories
[16] mschories,cutterkom
[16] cutterkom,sebitsch
[16] sebitsch,nachsichtgeraet
[16] haben,kinderbücher
[16] kinderbücher,analysiert
[16] analysiert,eine
[16] eine,traurige
[16] traurige,erkenntnis

Top Word Pairs in Tweet in G7:
[34] reporting,grants
[30] grants,hands
[29] new,reporting
[26] hands,training
[26] icfj,new
[25] training,opportunity
[25] opportunity,icfj
[25] icfj,alumni
[25] alumni,those
[25] those,big

Top Word Pairs in Tweet in G8:
[5] dj,ddj
[4] judicioux,resonation
[4] radio,radioshow
[4] radioshow,mixcloud
[4] mixcloud,apple
[4] apple,google
[4] google,dj
[4] ddj,djlife
[4] djlife,djlifestyle
[3] dataviz,ddj

Top Word Pairs in Tweet in G9:
[32] hyblab,ddj
[29] ce,matin
[27] au,mediacampus
[25] avec,les
[23] matin,au
[21] les,étudiants
[21] estelleprusker,hyblab
[16] mediacampus,avec
[13] porteurs,projets
[13] ddj,nantes

Top Word Pairs in Tweet in G10:
[21] seçimgüvenliği,verihaberciliği
[21] verihaberciliği,verilerle
[21] verilerle,türkiye
[21] türkiye,seçmen
[21] seçmen,hareketliliği
[21] hareketliliği,hayatın
[21] hayatın,olağan
[21] olağan,akışı
[21] akışı,mı
[21] mı,hile

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@pinardag
@sz
@gijn
@datajconf
@ddjournalism
@martinstabe
@albertocairo
@icfj
@mschories
@voydorg

Top Mentioned in G1:
@pinardag
@gijn
@ddjournalism
@voydorg
@dagmedyaveri
@evaconstantaras
@rladiesistanbul
@ejcnet
@srfdata
@icijorg

Top Mentioned in G2:
@sz
@gijn
@ultrabiblioteka
@ps_tadler
@brsma
@machmirdiewelt
@storyvents
@klischeefrei
@klischee_frei
@luisamneubauer

Top Mentioned in G3:
@datajconf
@albertocairo
@infouma
@bellapalomo
@glynmottershead
@rachellavin
@bahareh360
@wwnorton
@nature
@gijn

Top Mentioned in G4:
@gijn
@smfrogers
@maid_marianne
@geninnovate
@albertocairo
@ijnet
@gijnru
@nashigroshi
@a24com
@worldgovsummit

Top Mentioned in G5:
@martinstabe
@maxharlow
@davidcblood
@caletilford
@danict89
@karriekehoe
@andgarth
@datentaeterin
@thomas_m_wilson
@davidpilling

Top Mentioned in G6:
@mschories
@sebitsch
@cutterkom
@nachsichtgeraet
@remrow
@sz
@jaschensky
@cuttercom

Top Mentioned in G7:
@icfj
@microsoft
@icfjknight
@jacopoottaviani
@dowjones

Top Mentioned in G8:
@sounddivisionnz
@arnaudwery

Top Mentioned in G9:
@estelleprusker
@audencia_com
@agrecoleimage
@polytechnantes
@paysdelaloire
@ouestmedialab
@po
@villestnazaire
@euradio_fr
@musicdata_fr

Top Mentioned in G10:
@dokuz8haber
@ramadura
@metinbelgesi

Top Tweeters
Top Tweeters in Entire Graph:
@ottlegalrebels
@chidambara09
@irishtimes
@annoula64
@alwaysthinkhow
@bbcnews
@reuters
@aaroncuddeback
@fwwinterberg
@washingtonpost

Top Tweeters in G1:
@spiegelonline
@toluogunlesi
@gilbertoleon
@tujadili
@margymaclibrary
@dagmedyanet
@fcoel
@mutlu1973
@mahim_maher
@leguape

Top Tweeters in G2:
@fwwinterberg
@martingaedt
@sz
@wobintosh
@piratenbuecher
@enigma424
@polylexic
@kuehles_blondes
@catchkati
@mittelhof_ev

Top Tweeters in G3:
@irishtimes
@albertocairo
@charlesmblow
@dialimpa
@stephen_abbott
@ferli90
@fedebillie
@damianradcliffe
@prosumidorsoc
@kresnasikecil

Top Tweeters in G4:
@fcassia
@novaya_gazeta
@a24com
@jmospina
@timharford
@mapmediang
@jczamora
@ijnet
@creativereview
@liliasaul

Top Tweeters in G5:
@bbcnews
@hl10pm
@fghays22
@bbcbusiness
@indeadline
@kevin_rudds_cat
@jburnmurdoch
@federicacocco
@nonkoma0048
@tomjlines

Top Tweeters in G6:
@annoula64
@cptleto
@pets4cats
@halleverkehrt
@komet81
@heibie
@lerchenberg
@twone2
@rasmus_kleis
@geradeso

Top Tweeters in G7:
@big_data_flow
@it9_mike
@cameliafard
@francoleuzzi
@lynngr
@msftnews
@nunovargas
@icfj
@eliudkibii
@athbheochan

Top Tweeters in G8:
@iridetrek
@judicioux
@journtoolbox
@nuvol_info
@bergi02
@biff_bruise
@alejhay
@ronanprice
@hi_mr_dj_uk
@arnaudwery

Top Tweeters in G9:
@frankdormont
@pirontristan
@audencia
@euradio_fr
@jkostreche
@foxoo44
@ouestmedialab
@leclercmanou
@audencia_com
@paysdelaloire

Top Tweeters in G10:
@dokuz8haber
@a_aaaaaaaa_
@semihozcan62
@ramadura
@turhandara
@verapavlona
@fkoruyucu1
@armagankabakli
@gokhanbicici
@erenayhande


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