{"id":547135,"date":"2022-04-11T09:25:19","date_gmt":"2022-04-11T13:25:19","guid":{"rendered":"https:\/\/gijn.org\/?p=547135"},"modified":"2023-06-25T07:31:22","modified_gmt":"2023-06-25T11:31:22","slug":"veri-gazetecileri-gelecek-icin-arac-oneriyor","status":"publish","type":"post","link":"https:\/\/gijn.org\/tr\/hikayeler\/veri-gazetecileri-gelecek-icin-arac-oneriyor\/","title":{"rendered":"Veri Gazetecileri Gelecek \u0130\u00e7in Ara\u00e7 \u00d6neriyor"},"content":{"rendered":"<p><a href=\"https:\/\/gijn.org\/wp-content\/uploads\/2021\/11\/APPROVED_02_A_v3-scaled.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-413297\" src=\"https:\/\/gijn.org\/wp-content\/uploads\/2021\/11\/APPROVED_02_A_v3-1170x658.jpg\" alt=\"\" width=\"771\" height=\"434\" srcset=\"https:\/\/gijn.org\/wp-content\/uploads\/2021\/11\/APPROVED_02_A_v3-1170x658.jpg 1170w, https:\/\/gijn.org\/wp-content\/uploads\/2021\/11\/APPROVED_02_A_v3-336x189.jpg 336w, https:\/\/gijn.org\/wp-content\/uploads\/2021\/11\/APPROVED_02_A_v3-771x434.jpg 771w, https:\/\/gijn.org\/wp-content\/uploads\/2021\/11\/APPROVED_02_A_v3-768x432.jpg 768w, https:\/\/gijn.org\/wp-content\/uploads\/2021\/11\/APPROVED_02_A_v3-1536x864.jpg 1536w, https:\/\/gijn.org\/wp-content\/uploads\/2021\/11\/APPROVED_02_A_v3-2048x1152.jpg 2048w\" sizes=\"auto, (max-width: 771px) 100vw, 771px\" \/><\/a><\/p>\n<p>Washington Post tarihinde en \u00e7ok ziyaret edilen haberlerden biri bir yaz\u0131 de\u011fil. Bu,<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/twitter.com\/harry_stevens\">\u00a0Harry Stevens<\/a>\u00a0taraf\u0131ndan koronavir\u00fcs\u00fcn \u00fcstel yay\u0131l\u0131m\u0131n\u0131 ve farkl\u0131 \u00f6nlemlerin b\u00fcy\u00fcmesini nas\u0131l yava\u015flatabilece\u011fini g\u00f6steren bir\u00a0<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/www.washingtonpost.com\/graphics\/2020\/world\/corona-simulator\/\">veri g\u00f6rselle\u015ftirmesidir.<\/a><\/p>\n<p>Haber odalar\u0131, dikkate al\u0131n: Veriler okuyucular\u0131 cezbeder.<\/p>\n<p><a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/twitter.com\/publicintegrity\">Kamu D\u00fcr\u00fcstl\u00fc\u011f\u00fc Merkezi<\/a>\u2018nin k\u0131demli edit\u00f6r\u00fc\u00a0<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/twitter.com\/j_la28\">Jennifer LaFleur<\/a>, veri gazetecili\u011finin 1967\u2019deki m\u00fctevaz\u0131 ba\u015flang\u0131c\u0131ndan bu yana \u00e7ok yol kat etti\u011fini belirtti. \u201cAmerika Birle\u015fik Devletleri\u2019nde Phil Meyer, veri gazetecili\u011finin bir nevi dedesidir ve Detroit kentindeki isyanlar\u0131 kapsayan anketleri kullanarak \u00e7ok \u00e7al\u0131\u015fma yapt\u0131\u201d dedi. Ancak kullan\u0131m\u0131 1990\u2019lara kadar ba\u015flamad\u0131.<\/p>\n<p>O zamandan beri gazetecilikte veri kullan\u0131m\u0131na olan ilgi h\u0131zla artt\u0131. 1993\u2019teki ilk veri gazetecili\u011fi konferans\u0131nda sadece y\u00fcz ki\u015fi varken, bug\u00fcn bu etkinlikler d\u00fcnyan\u0131n d\u00f6rt bir yan\u0131ndan binlerce gazeteci var.<\/p>\n<p class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/gijn.org\/wp-content\/uploads\/2021\/11\/GIJC21-Day-2-Data-Journalism-Where-weve-been-1170x658.png\" alt=\"\" \/><\/p>\n<p>LaFleur, bu y\u0131lki\u00a0<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/gijc21.us2.pathable.com\/\">K\u00fcresel Ara\u015ft\u0131rmac\u0131 Gazetecilik Konferans\u0131<\/a>\u2018nda (#GIJC21) di\u011fer \u00fc\u00e7 \u00f6nde gelen veri gazetecisi ile birlikte veri yolunu ba\u015flatan bir oturumda konu\u015ftu:\u00a0<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/ischool.illinois.edu\/people\/brant-houston\">Brant Houston<\/a>, Illinois \u00dcniversitesi Ara\u015ft\u0131rmac\u0131 Gazetecilik B\u00f6l\u00fcm\u00fc Ba\u015fkan\u0131; New York\u2019taki Columbia \u00dcniversitesi Gazetecilik Okulu\u2019nda Veri Gazetecili\u011fi Program\u0131 direkt\u00f6r\u00fc\u00a0<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/journalism.columbia.edu\/faculty\/giannina-segnini\">Giannina Segnini<\/a>; ve\u00a0<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/pulitzercenter.org\/\">Pulitzer Center<\/a>\u2018da veri edit\u00f6r\u00fc olan<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/twitter.com\/kuangkeng\">\u00a0Kuang Keng Kuek Ser<\/a>. Grup, kaynak ve ara\u00e7 dolu bir \u00e7anta payla\u015ft\u0131 ve veri gazetecili\u011finin gelece\u011fine y\u00f6nelik e\u011filimleri vurgulad\u0131.<\/p>\n<p>\u0130\u015fte baz\u0131 ipu\u00e7lar\u0131na ve i\u00e7g\u00f6r\u00fclerine h\u0131zl\u0131 bir genel bak\u0131\u015f:<\/p>\n<p>Brant Houston\u2019\u0131n k\u0131lavuzu, verileri kullanmak isteyen herhangi bir muhabirin okumas\u0131 gereken bir kitap. Routledge\u2019\u0131n izniyle foto\u011fraf kullan\u0131lm\u0131\u015ft\u0131r.<\/p>\n<p><strong>Veri Gazetecili\u011fi Kaynaklar\u0131<\/strong><\/p>\n<div style=\"width: 233px\" class=\"wp-caption alignright\"><img loading=\"lazy\" decoding=\"async\" class=\"\" src=\"https:\/\/gijn.org\/wp-content\/uploads\/2021\/11\/9780815370406-336x504.jpg\" alt=\"\" width=\"223\" height=\"335\" \/><p class=\"wp-caption-text\">Brant Houston\u2019\u0131n k\u0131lavuzu, verileri kullanmak isteyen herhangi bir muhabirin okumas\u0131 gereken bir kitap. Routledge\u2019\u0131n izniyle foto\u011fraf kullan\u0131lm\u0131\u015ft\u0131r.<\/p><\/div>\n<p>B\u00fcy\u00fck veri, s\u0131zan verileri y\u00f6netme, metin madencili\u011fi, uydu g\u00f6r\u00fcnt\u00fcleme ve makine \u00f6\u011frenimi, kula\u011fa korkutucu gelebilecek ara\u00e7lard\u0131r, ancak baz\u0131 uygulamalarla ustala\u015fmak nispeten kolayd\u0131r. Ayr\u0131ca ucuz veya a\u00e7\u0131k kaynakl\u0131 yaz\u0131l\u0131mlar arac\u0131l\u0131\u011f\u0131yla da temin edebilirler. \u0130\u015fte ba\u015flaman\u0131za yard\u0131mc\u0131 olacak baz\u0131 k\u0131lavuzlar ve veri setleri:<\/p>\n<ul>\n<li>Houston\u2019\u0131n \u201c<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/www.routledge.com\/Data-for-Journalists-A-Practical-Guide-for-Computer-Assisted-Reporting\/Houston\/p\/book\/9780815370406\">Gazeteciler i\u00e7in Veri<\/a>\u201d, verileri habere entegre etmek isteyen muhabirler i\u00e7in temel bir k\u0131lavuzdur. \u015eimdi be\u015finci bask\u0131s\u0131nda, birka\u00e7 nesil gazetecinin yeti\u015ftirilmesine yard\u0131mc\u0131 oldu.<\/li>\n<li>\u201c<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/journalism.columbia.edu\/system\/files\/content\/teaching_data_and_computational_journalism.pdf\">Teaching Data and Computational Journalism<\/a>\u201d, veri gazetecileri Charles Berret ve Cheryl Phillips\u2019in Creative Commons lisansl\u0131 dijital kitap.<\/li>\n<li><a href=\"https:\/\/helpdesk.gijn.org\/support\/solutions\/articles\/14000036505-data-journalism\">GIJN\u2019nin Kaynak Merkezi<\/a>, veri gazetecili\u011fine ili\u015fkin k\u0131lavuzlar, ara\u00e7lar ve metodolojiler i\u00e7erir. Yenilik\u00e7i ara\u015ft\u0131rmalarla ilgili \u201cNas\u0131l Yapt\u0131lar\u201d serisine de bak\u0131n.<\/li>\n<li><a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/comtrade.un.org\/\">BM Comtrade Veritaban\u0131<\/a>, resmi uluslararas\u0131 ticaret istatistiklerinin bir deposudur ve tedarik zincirleri ve k\u00fcresel ticaretle ilgili ara\u015ft\u0131rmalar i\u00e7in birincil ara\u00e7t\u0131r.<\/li>\n<li><a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/www3.wipo.int\/branddb\/en\/\">K\u00fcresel Marka Veritaban\u0131<\/a>, yakla\u015f\u0131k 50 milyon markaya sahip \u015firketleri, temel \u00fclkeleri ve sicil numaralar\u0131n\u0131 vurgular ve genellikle i\u015fletmeleri ara\u015ft\u0131r\u0131rken faydal\u0131 olur.<\/li>\n<li><a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/aleph.occrp.org\/\">Organize Su\u00e7 ve Yolsuzluk Raporlama Projesi<\/a>\u2018nin Aleph\u2019i, g\u00fcncel ve tarihi veri tabanlar\u0131, belgeler, s\u0131z\u0131nt\u0131lar ve soru\u015fturmalardan olu\u015fan geni\u015f bir ar\u015fivi bir araya getiriyor.<\/li>\n<\/ul>\n<p><strong>Radyo ve Podcast\u2019ler<\/strong><strong><br \/>\n<\/strong><strong><br \/>\n<\/strong>Keng ve LeFleur, giderek daha pop\u00fcler hale gelen ancak verileri g\u00f6rselle\u015ftirmenin farkl\u0131 bir yolunu gerektiren ses platformlar\u0131nda veri gazetecili\u011fini desteklemek i\u00e7in a\u015fa\u011f\u0131daki kaynaklar\u0131 \u00f6nerdi.<\/p>\n<ul>\n<li>Veri sonifikasyonu (verileri sese d\u00f6n\u00fc\u015ft\u00fcrme) i\u00e7in Google taraf\u0131ndan geli\u015ftirilen\u00a0<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/twotone.io\/\">Two Tone<\/a>\u00a0adl\u0131 \u00fccretsiz bir ara\u00e7 var.<\/li>\n<li><a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/revealnews.org\/blog\/turn-your-data-into-sound-using-our-new-miditime-library\/\">Reveal<\/a>, a\u00e7\u0131k kaynak ara\u00e7lar\u0131na ve sesli veri gazetecili\u011fi \u00f6rneklerine sahiptir.<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/gijn.org\/wp-content\/uploads\/2021\/11\/Presentation-on-data-journalism-771x434.png\" alt=\"\" \/>Kuang Keng Kuek Ser\u2019in verilerin se\u00e7im raporlamas\u0131nda nas\u0131l kullan\u0131laca\u011f\u0131na ili\u015fkin sunumundan bir al\u0131nt\u0131.Resim: PPMN YouTube Kanal\u0131ndan al\u0131nan ekran g\u00f6r\u00fcnt\u00fcs\u00fc<\/p>\n<p><strong>Gelece\u011fe do\u011fru<\/strong><\/p>\n<p>Panelistler, veri gazetecili\u011finin ara\u015ft\u0131rmac\u0131 gazetecili\u011fin ayr\u0131lmaz bir par\u00e7as\u0131 haline geldi\u011fini ve h\u0131zl\u0131 inovasyon h\u0131z\u0131n\u0131n olas\u0131 hikayelerin s\u0131n\u0131rlar\u0131n\u0131 zorlamaya devam edece\u011fini s\u00f6yledi. Bu, uydu g\u00f6r\u00fcnt\u00fcleme, u\u00e7u\u015f ve drone izleme, R ve Python programlama dillerinin daha geni\u015f ve daha s\u0131k kullan\u0131m\u0131 ve daha b\u00fcy\u00fck ve daha karma\u015f\u0131k veri setleriyle ba\u015fa \u00e7\u0131kma yetene\u011fi anlam\u0131na gelir.Panelistler, veri gazetecili\u011findeki e\u011filimlerin sadece teknolojilerle ilgili olmad\u0131\u011f\u0131n\u0131 ekledi. Ayn\u0131 zamanda eri\u015filebilirlik ve hedef kitlenize ula\u015fmakla da ilgilidir.<\/p>\n<p>\u00d6nemli ipu\u00e7lar\u0131 aras\u0131nda: \u00d6nce mobili d\u00fc\u015f\u00fcn\u00fcn!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Veri gazetecili\u011fi, yerel y\u00f6netim verilerinin basit elektronik tablo analizinden, oligarklar\u0131n, otokratlar\u0131n ve \u015firket liderlerinin gizli zenginli\u011finin devasa veri setlerinden muhte\u015fem \u015fekilde izlenmesine do\u011fru evrildi. GIJC21&#8217;deki bir oturumda, \u00f6nde gelen veri gazetecileri bu ge\u00e7i\u015fe ve ayn\u0131 zamanda bir sonraki ad\u0131ma bakt\u0131.<\/p>\n","protected":false},"author":3031167,"featured_media":1106195,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false,"republication-tracker-tool-hide-widget":false,"footnotes":"","_tec_slr_enabled":"","_tec_slr_layout":""},"categories":[23206],"tags":[14334,5006,22298,13829],"gijn_topic":[18925],"series":[],"gijn_language":[17789],"gijn_region":[],"class_list":["post-547135","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hikayeler","tag-araclar","tag-gijc21","tag-gijc21-tr","tag-veri-gazeteciligi","gijn_topic-veri-gazeteciligi","gijn_language-tr-tr"],"acf":[],"ticketed":false,"_links":{"self":[{"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/posts\/547135","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/users\/3031167"}],"replies":[{"embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/comments?post=547135"}],"version-history":[{"count":0,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/posts\/547135\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/media\/1106195"}],"wp:attachment":[{"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/media?parent=547135"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/categories?post=547135"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/tags?post=547135"},{"taxonomy":"gijn_topic","embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/gijn_topic?post=547135"},{"taxonomy":"series","embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/series?post=547135"},{"taxonomy":"gijn_language","embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/gijn_language?post=547135"},{"taxonomy":"gijn_region","embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/gijn_region?post=547135"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}