{"id":1323776,"date":"2020-12-09T01:39:17","date_gmt":"2020-12-09T06:39:17","guid":{"rendered":"https:\/\/gijn.org\/?p=1323776"},"modified":"2024-02-11T01:40:56","modified_gmt":"2024-02-11T06:40:56","slug":"covid-19-verilerini-gorsellestirmek-icin-10-ipucu","status":"publish","type":"post","link":"https:\/\/gijn.org\/tr\/hikayeler\/covid-19-verilerini-gorsellestirmek-icin-10-ipucu\/","title":{"rendered":"COVID-19 Verilerini G\u00f6rselle\u015ftirmek \u0130\u00e7in 10 \u0130pucu"},"content":{"rendered":"<p>Johns Hopkins \u00fcniversitesinin haz\u0131rlad\u0131\u011f\u0131\u00a0 <a href=\"https:\/\/coronavirus.jhu.edu\/map.html\" target=\"_blank\" rel=\"noopener\">COVID-19\u00a0 veri g\u00f6sterge paneli\u00a0<\/a>d\u00fcnya genelinde pandemiyi takip eden bir\u00e7ok muhabir i\u00e7in \u00f6nemli ve g\u00fcvenilir bir resmi kaynak oldu.\u00a0 Net \u015fekilde rakamlar veriliyor arka plan\u0131 siyah bir harita ile \u00fclkelerin covid 19 verileri k\u0131r\u0131m\u0131z\u0131 balonlarla interaktif \u015fekilde sunuyor. Anla\u015f\u0131lmas\u0131 zor olan bu k\u00fcresel tehdidin kamuoyu taraf\u0131ndan g\u00fc\u00e7l\u00fc \u015fekilde anla\u015f\u0131lmas\u0131nda\u00a0 veri g\u00f6rselle\u015ftirmenin \u00f6nemli bir ara\u00e7 oldu\u011fu belirginle\u015fti fakat veri g\u00f6rselle\u015ftirme uzman\u0131 ve profes\u00f6r\u00fc <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/twitter.com\/AlbertoCairo\">Alberto Cairo<\/a>&#8216;ya g\u00f6re Johns Hopkins&#8217;in bu paneli yine de geli\u015ftirilmeye muhta\u00e7t\u0131.<\/p>\n<p>Bunun nedeni Avrupa \u00fczerindeki baloncuklar \u00fclkelere g\u00f6re vakalar\u0131 temsil ederken Amerika Birle\u015fik Devletleri \u00fczerindeki baloncuklar il\u00e7eleri temsil ediyordu. Bu da izleyicilerin ABD \u00fczerindeki baloncuklar\u0131n hacmini yanl\u0131\u015f anlamalar\u0131na yol a\u00e7\u0131yordu.<\/p>\n<p>Ara\u015ft\u0131rmac\u0131\u00a0 gazeteci <a href=\"https:\/\/twitter.com\/danielle_ivory\" target=\"_blank\" rel=\"noopener\">Danielle Ivory<\/a> ve sa\u011fl\u0131k verileri uzman\u0131 <a href=\"https:\/\/twitter.com\/abmakulec\" target=\"_blank\" rel=\"noopener\">Amanda Makulec<\/a>, GIJN\u2019nin <a href=\"https:\/\/gijn.org\/2020\/04\/02\/join-gijn-and-guests-for-our-webinar-series-investigating-the-pandemic\/\" target=\"_blank\" rel=\"noopener\">Investigating the Pandemic <\/a>serisindeki on ikinci <a href=\"https:\/\/www.youtube.com\/watch?v=ZscRCbei4Pc&amp;ab_channel=GlobalInvestigativeJournalismNetwork\" target=\"_blank\" rel=\"noopener\">web seminerinde<\/a>, Alberto Cairo\u00a0 ile birlikte gazetecilerin grafik formlar\u0131 nas\u0131l se\u00e7meleri gerekti\u011fini tart\u0131\u015ft\u0131. Etkinli\u011fe\u00a0 46 \u00fclkeden 266 gazeteci \u00e7evrim i\u00e7i olarak kat\u0131ld\u0131.<\/p>\n<div class=\"oembed-container\"><iframe loading=\"lazy\" title=\"How to Visualize COVID-19 Data\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/ZscRCbei4Pc?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/div>\n<p>Panelden \u00e7\u0131kan ortak fikir;\u00a0 bilgilerin do\u011frulanmas\u0131 \u00f6nemli ancak sonras\u0131nda gazeteciler verileri yaln\u0131zca en uygun ve anla\u015f\u0131l\u0131r bi\u00e7imlerde g\u00f6rtermekle me\u015fgul olmamal\u0131 ayn\u0131 zamanda hem grafi\u011fi hem de verileri ve arkas\u0131ndaki belirsizli\u011fi de a\u00e7\u0131k bir \u015fekilde a\u00e7\u0131klamal\u0131lar okuyucuya ya da izleyiciye.<\/p>\n<p>\u00d6te yandan Cairo, veri g\u00f6rselle\u015ftirmenin bir y\u00f6ntem olarak k\u00fcresel \u00f6l\u00e7ekte en etkili bilgi da\u011f\u0131t\u0131m bi\u00e7imlerinden biri oldu\u011funu kan\u0131tlad\u0131\u011f\u0131n\u0131 ve halk\u0131n pandemiyi anlamas\u0131na yard\u0131mc\u0131 oldu\u011funu s\u00f6yledi.\u00a0<a rel=\"noopener\" target=\"_blank\" href=\"http:\/\/albertocairo.com\/\">\u00a0How Charts Lie \u2014 Getting\u00a0 Smarter about Visual Information\u00a0<\/a>\u00a0 kitab\u0131n\u0131n yazar\u0131 Cairo; &#8220;Koronavir\u00fcs krizini haberle\u015ftirmenin san\u0131r\u0131m en zor taraf\u0131 veri kalitesiydi,\u00a0 veri g\u00f6rselle\u015ftirme de\u011fildi&#8221; dedi ve ard\u0131ndan \u015fu ifadelere yer verdi &#8220;Bir par\u00e7a iyi haber varsa, o da g\u00f6rselle\u015ftirmenin galip geldi\u011fi ve daha pop\u00fcler hale geldi\u011fidir. Ancak pandemiyle ilgili verilerin g\u00f6rselle\u015ftirilmesinde bir\u00e7ok hata da g\u00f6zlemledim.&#8221;<\/p>\n<p>Sa\u011fl\u0131k verileri uzman\u0131 ve\u00a0<a rel=\"noopener\" target=\"_blank\" href=\"http:\/\/www.datavisualizationsociety.com\/\">\u00a0Data Visualization Society<\/a>\u00a0direkt\u00f6r\u00fc \u00a0<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/twitter.com\/abmakulec\">Makulec<\/a>, muhabirlerin covid19 verisi ile \u00e7al\u0131\u015f\u0131rken \u00f6ncelikle veri kalitesine dikkat etmeleri gerekti\u011fini s\u00f6yledi. Veriler nas\u0131l toplanm\u0131\u015f ve birle\u015ftirilmi\u015f bunlar\u0131 anlad\u0131ktan sonra g\u00f6rsel y\u00f6ntemi ve\u00a0 formu d\u00fc\u015f\u00fcnmeli gazeteci diyor.\u00a0 Makulec, COVID-19 vaka say\u0131lar\u0131 kullan\u0131lmadan \u00f6nce veri setlerinin kontrol edilip, do\u011frulanmas\u0131 i\u00e7in 10 \u00f6neride bulunuyor.\u00a0 Veriler kay\u0131t alt\u0131na al\u0131n\u0131rken insan eliyle hata olu\u015fma riski var.\u00a0 G\u00fcncellenmeyen verilerin takip edilmemesinin de bu riski artt\u0131rd\u0131\u011f\u0131na dikkat \u00e7ekiyor.<\/p>\n<p>The New York Times muhabiri\u00a0 <a href=\"https:\/\/twitter.com\/danielle_ivory\" target=\"_blank\" rel=\"noopener\">Ivory<\/a>,\u00a0\u00a0COVID-19 vakalar\u0131ndaki veri kar\u015f\u0131la\u015ft\u0131rmalar\u0131n\u0131n eyaletlerdeki ve il\u00e7elerdeki sa\u011fl\u0131k g\u00f6revlileri taraf\u0131ndan s\u0131k s\u0131k farkl\u0131 veri setlerine at\u0131fta bulunarak yapmas\u0131 ciddi bir zorluk te\u015fkil ediyor diyor. Baz\u0131lar\u0131 do\u011frulanm\u0131\u015f vakalardan veya \u00f6l\u00fcmlerden bahsederken, di\u011ferleri olas\u0131 vakalardan bahsedebiliyor.<\/p>\n<p><a href=\"https:\/\/twitter.com\/danielle_ivory\" target=\"_blank\" rel=\"noopener\">Ivory<\/a> ve meslekta\u015flar\u0131 May\u0131s ay\u0131nda <a href=\"https:\/\/www.nytimes.com\/interactive\/2020\/05\/09\/us\/coronavirus-cases-nursing-homes-us.html\" target=\"_blank\" rel=\"noopener\">ABD&#8217;deki t\u00fcm COVID-19 \u00f6l\u00fcmlerinin \u00fc\u00e7te birinden fazlas\u0131n\u0131n bak\u0131m evleri de dahil olmak \u00fczere uzun s\u00fcreli bak\u0131m evlerinde oldu\u011funu <\/a>ortaya \u00e7\u0131karm\u0131\u015ft\u0131. Ivory, &#8220;Neredeyse her eyaletten veri toplamay\u0131 ba\u015fard\u0131k\u00a0 ve hala da topluyoruz &#8211; neredeyse yirmi d\u00f6rt saat s\u00fcren bir \u00e7aba bu&#8221; diyor. &#8220;Verilerin yakla\u015f\u0131k %70&#8217;i aramalarla veya eyaletin web sitesine girilerek manuel olarak toplan\u0131yor ve geri kalan\u0131n\u0131n \u00e7o\u011funu [otomatik olarak] kaz\u0131y\u0131c\u0131yla topluyoruz, umar\u0131m s\u00fcrd\u00fcr\u00fclebilir olur bu \u015fekilde. Ancak bilmedi\u011fimiz konulara dair\u00a0 \u00a0\u015feffaf olmaya \u00e7ok dikkat ediyoruz.&#8221; Ivory, do\u011frudan sa\u011fl\u0131k yetkilileriyle telefonla yap\u0131lan g\u00f6r\u00fc\u015fmesinin de kar\u0131\u015f\u0131kl\u0131\u011f\u0131 veya \u00e7eli\u015fkili verileri anlamada iyi bir yol oldu\u011funu s\u00f6yl\u00fcyor.<\/p>\n<p>\u00dc\u00e7 konu\u015fmac\u0131dan yola \u00e7\u0131karak COVID-19 verilerinin g\u00f6rselle\u015ftirmesini do\u011fru bir \u015fekilde nas\u0131l yapaca\u011f\u0131n\u0131za dair baz\u0131 ipu\u00e7lar\u0131n\u0131 a\u015fa\u011f\u0131da bulabilirsiniz.<\/p>\n<p><strong>En \u0130yi 10 \u0130pucu<\/strong><\/p>\n<p><strong>Verinin de\u011fil grafi\u011fin nas\u0131l okunaca\u011f\u0131n\u0131 a\u00e7\u0131klay\u0131n.<\/strong> The New York Times&#8217;\u0131n salg\u0131n nedeniyle kaybedilen i\u015fler konulu haberini a\u00e7\u0131klarken kulland\u0131\u011f\u0131 dil iyi bir \u00f6rnek. Gazete, \u201cBu tablodaki her balon bir mesle\u011fi temsil ediyor. Balon ne kadar b\u00fcy\u00fckse, o i\u015fi o kadar \u00e7ok insan yap\u0131yor. &#8221; \u015feklinde basit, anla\u015f\u0131l\u0131r bir a\u00e7\u0131klama yapm\u0131\u015ft\u0131.<\/p>\n<p><strong>Grafi\u011finizin metnini a\u00e7\u0131klamas\u0131n\u0131 grafi\u011finizi tasarlarken ayn\u0131 anda yaz\u0131n<\/strong> b\u00f6ylece okuyucuya aktaraca\u011f\u0131n\u0131z \u00e7er\u00e7eveyi do\u011fru \u015fekilde ula\u015ft\u0131rman\u0131z kolayla\u015f\u0131r.<\/p>\n<p><strong><strong>Verileri kronolojik olarak veya kar\u015f\u0131la\u015ft\u0131r\u0131labilir gruplar \u015feklinde s\u0131ralay\u0131n.<br \/>\n<\/strong><\/strong><\/p>\n<div id=\"attachment_11547\" style=\"width: 778px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-11547\" class=\"wp-image-11547 size-full\" src=\"http:\/\/www.verigazeteciligi.com\/wp-content\/uploads\/2020\/12\/VIZmakeover-768x271.png\" alt=\"Alberto, Georgia Sa\u011fl\u0131k Bakanl\u0131\u011f\u0131'n\u0131n (solda) kafa kar\u0131\u015ft\u0131r\u0131c\u0131 bir \u00e7ubuk grafi\u011finden al\u0131nan COVID-19 verilerini, il\u00e7elere g\u00f6re grupland\u0131r\u0131lm\u0131\u015f ve kronolojik olarak d\u00fczenlenmi\u015f yeni bir grafikte (sa\u011fda) yeniden d\u00fczenledi.\" width=\"768\" height=\"271\" \/><p id=\"caption-attachment-11547\" class=\"wp-caption-text\">Alberto Cairo, Georgia Sa\u011fl\u0131k Bakanl\u0131\u011f\u0131&#8217;n\u0131n (solda) kafa kar\u0131\u015ft\u0131r\u0131c\u0131 Covid19 \u00e7ubuk grafi\u011finin verilerini kullanarak il\u00e7elere g\u00f6re grupland\u0131r\u0131lm\u0131\u015f ve kronolojik olarak d\u00fczenlenmi\u015f yeni bir grafik olarak yeniden d\u00fczenledi. (sa\u011fda)<\/p><\/div>\n<p>&nbsp;<\/p>\n<p><strong>Veri g\u00f6rselle\u015ftirmede siz ve hedef kitleniz yeniyse haritalar, \u00e7ubuk grafikler veya \u00e7izgi grafikler gibi temel grafiklerle ba\u015flay\u0131n.<\/strong> <a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/www.datawrapper.de\/\">Datawrapper<\/a>,<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/flourish.studio\/\">\u00a0Flourish<\/a>, ve<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/www.stat.auckland.ac.nz\/~wild\/iNZight\/\">\u00a0iNZight<\/a> gibi ara\u00e7lar\u0131 kullanabilirsiniz. Cairo&#8217;nun <a href=\"http:\/\/www.thefunctionalart.com\/p\/instructors-guide.html\" target=\"_blank\" rel=\"noopener\">\u015fu rehberini <\/a>takip edebilirsiniz.<\/p>\n<p><strong>Kendinizi basit ara\u00e7lar ve grafiklerle s\u0131n\u0131rlamak zorunda da de\u011filsiniz.<\/strong> Verileri g\u00f6rsel olarak sunma \u015feklinizi geli\u015ftirerek okuyucular\u0131n daha fazla dikkatini \u00e7ekebilirsiniz daha fazla ketegorik veri \u00e7al\u0131\u015fabilirsiniz.<\/p>\n<div style=\"width: 810px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"G\u00f6rsel: https:\/\/datavizcatalogue.com\/TR\/ \" title=\"G\u00f6rsel: https:\/\/datavizcatalogue.com\/TR\/ \" src=\"http:\/\/www.verigazeteciligi.com\/wp-content\/uploads\/2018\/01\/Veri-Go%CC%88rselles%CC%A7tirme-Katalog%CC%86u-1-1024x785-800x445.png\" alt=\"G\u00f6rsel: https:\/\/datavizcatalogue.com\/TR\/ \" width=\"800\" height=\"445\" \/><p class=\"wp-caption-text\"><em>G\u00f6rsel: https:\/\/datavizcatalogue.com\/TR\/ <\/em><\/p><\/div>\n<p><strong>\u00c7ok fazla veriyi g\u00f6rselle\u015ftirmeye \u00e7al\u0131\u015fmay\u0131n<\/strong> ve fazla veri kulland\u0131\u011f\u0131n\u0131z\u0131 d\u00fc\u015f\u00fcn\u00fcyorsan\u0131z tekrar d\u00fczenleyin. Kilit noktalar\u0131n alt\u0131n\u0131 \u00e7izin.<\/p>\n<p><strong>K\u00f6t\u00fc g\u00f6rselle\u015ftirme y\u00f6ntemi yoktur, hatal\u0131 form se\u00e7imi vard\u0131r.\u00a0<\/strong> Veri tipinize g\u00f6re g\u00f6rsel y\u00f6ntem se\u00e7ilmelidir.\u00a0 \u00d6zellikle sezgisel g\u00f6r\u00fcnen grafikler i\u00e7in referans noktas\u0131 olarak ikincil bir grafi\u011fe ihtiya\u00e7 duyulabilir. Okuyucular genellikle bunlar\u0131 anlamakta zorland\u0131\u011f\u0131ndan, do\u011frusal olmayan grafikleri a\u00e7\u0131k ve belirgin bir \u015fekilde detayl\u0131 bir \u015fekilde a\u00e7\u0131klay\u0131n\u0131z.<\/p>\n<div style=\"width: 781px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" class=\"Veri noktalar\u0131 olarak gerbil kullanan Cairo, do\u011frusal olmayan \u00f6l\u00e7eklerin de\u011fi\u015fim oranlar\u0131n\u0131 g\u00f6stermede neden \u00f6nemli oldu\u011funu g\u00f6stermek i\u00e7in do\u011frusal \u00f6l\u00e7e\u011fi (\u00fcstte) logaritmik \u00f6l\u00e7ekle (a\u015fa\u011f\u0131da) kar\u015f\u0131la\u015ft\u0131rd\u0131. Resim: Alberto Kahire\" title=\"Veri noktalar\u0131 olarak gerbil kullanan Cairo, do\u011frusal olmayan \u00f6l\u00e7eklerin de\u011fi\u015fim oranlar\u0131n\u0131 g\u00f6stermede neden \u00f6nemli oldu\u011funu g\u00f6stermek i\u00e7in do\u011frusal \u00f6l\u00e7e\u011fi (\u00fcstte) logaritmik \u00f6l\u00e7ekle (a\u015fa\u011f\u0131da) kar\u015f\u0131la\u015ft\u0131rd\u0131. Resim: Alberto Kahire\" src=\"https:\/\/gijn.org\/wp-content\/uploads\/2020\/06\/VIZgerbils-771x520.png\" alt=\"Veri noktalar\u0131 olarak gerbil kullanan Cairo, do\u011frusal olmayan \u00f6l\u00e7eklerin de\u011fi\u015fim oranlar\u0131n\u0131 g\u00f6stermede neden \u00f6nemli oldu\u011funu g\u00f6stermek i\u00e7in do\u011frusal \u00f6l\u00e7e\u011fi (\u00fcstte) logaritmik \u00f6l\u00e7ekle (a\u015fa\u011f\u0131da) kar\u015f\u0131la\u015ft\u0131rd\u0131. Resim: Alberto Kahire\" width=\"771\" height=\"520\" \/><p class=\"wp-caption-text\">Veri noktalar\u0131 olarak gerbil kullanan Cairo, do\u011frusal olmayan \u00f6l\u00e7eklerin de\u011fi\u015fim oranlar\u0131n\u0131 g\u00f6stermede neden \u00f6nemli oldu\u011funu g\u00f6stermek i\u00e7in do\u011frusal \u00f6l\u00e7e\u011fi (\u00fcstte) logaritmik \u00f6l\u00e7ekle (a\u015fa\u011f\u0131da) kar\u015f\u0131la\u015ft\u0131rd\u0131. Resim: Alberto Kahire<\/p><\/div>\n<p><strong>Veri belirsizli\u011fi varsa mutlaka g\u00f6rsel olarak a\u00e7\u0131klay\u0131n\u0131z yani hata paylar\u0131n\u0131 g\u00fcven aral\u0131\u011f\u0131n\u0131 detayland\u0131r\u0131n\u0131z.<\/strong> Veri belirsizli\u011fi \u00f6l\u00e7\u00fclemeyen belirsizlik anlam\u0131na gelir yani verilerin nas\u0131l \u00fcretildi\u011fini anlayamamakt\u0131r ancak yine de haberde yer alabilir ve a\u00e7\u0131klanabilir.<\/p>\n<p><strong>&#8220;G\u00f6ster-s\u00f6yleme&#8221; \u015feklindeki geleneksel g\u00f6rselle\u015ftirme\u00a0 mant\u0131\u011f\u0131n\u0131 unutun.<\/strong> Cairo&#8217;nun da dedi\u011fi gibi veri g\u00f6rselle\u015ftirme a\u011f\u0131rl\u0131kl\u0131 yap\u0131lan gazetecilik,\u00a0 <strong>&#8220;g\u00f6ster ve anlat&#8221;<\/strong> \u00fczerine kuruludur.\u00a0 Veri g\u00f6rselle\u015ftirme prensipleri dikkate al\u0131narak geli\u015ftirilen her g\u00f6rsel form okuyucukar i\u00e7in daha \u00f6nemli ve daha a\u00e7\u0131klay\u0131c\u0131 olacakt\u0131r.<\/p>\n<hr \/>\n<p><img decoding=\"async\" class=\"alignleft\" src=\"https:\/\/gijn.org\/wp-content\/uploads\/2020\/08\/Rowan-Philp-140x140.png\" \/><\/p>\n<p><a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/twitter.com\/RowanPhilp\">Rowan Philp<\/a>, GIJN\u2019de muhabir. Rowan eskiden G\u00fcney Afrika\u2019n\u0131n\u00a0<a rel=\"noopener\" target=\"_blank\" href=\"https:\/\/www.timeslive.co.za\/sunday-times\/\">Sunday Times\u00a0<\/a>gazetesinin ba\u015f muhabiriydi.\u00a0 D\u0131\u015f haberler muhabiri\u00a0 olarak d\u00fcnya \u00e7ap\u0131nda iki d\u00fczineden fazla \u00fclkeden haberler, siyaset, yolsuzluk ve \u00e7at\u0131\u015fmalar hakk\u0131nda haber yapt\u0131.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Johns Hopkins \u00fcniversitesinin haz\u0131rlad\u0131\u011f\u0131\u00a0 COVID-19\u00a0 veri g\u00f6sterge paneli\u00a0d\u00fcnya genelinde pandemiyi takip eden bir\u00e7ok muhabir i\u00e7in \u00f6nemli ve g\u00fcvenilir bir resmi kaynak oldu.\u00a0 Net \u015fekilde rakamlar veriliyor arka plan\u0131 siyah bir harita ile \u00fclkelerin covid 19 verileri k\u0131r\u0131m\u0131z\u0131 balonlarla interaktif \u015fekilde sunuyor. Anla\u015f\u0131lmas\u0131 zor olan bu k\u00fcresel tehdidin kamuoyu taraf\u0131ndan g\u00fc\u00e7l\u00fc \u015fekilde anla\u015f\u0131lmas\u0131nda\u00a0 veri g\u00f6rselle\u015ftirmenin \u00f6nemli [&hellip;]<\/p>\n","protected":false},"author":3031180,"featured_media":1036807,"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":[],"gijn_topic":[18925],"series":[],"gijn_language":[],"gijn_region":[],"class_list":["post-1323776","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hikayeler","gijn_topic-veri-gazeteciligi"],"acf":[],"ticketed":false,"_links":{"self":[{"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/posts\/1323776","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\/3031180"}],"replies":[{"embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/comments?post=1323776"}],"version-history":[{"count":1,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/posts\/1323776\/revisions"}],"predecessor-version":[{"id":1323777,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/posts\/1323776\/revisions\/1323777"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/media\/1036807"}],"wp:attachment":[{"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/media?parent=1323776"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/categories?post=1323776"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/tags?post=1323776"},{"taxonomy":"gijn_topic","embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/gijn_topic?post=1323776"},{"taxonomy":"series","embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/series?post=1323776"},{"taxonomy":"gijn_language","embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/gijn_language?post=1323776"},{"taxonomy":"gijn_region","embeddable":true,"href":"https:\/\/gijn.org\/tr\/wp-json\/wp\/v2\/gijn_region?post=1323776"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}