{"id":1124,"date":"2023-07-27T14:05:00","date_gmt":"2023-07-27T14:05:00","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%87%e1%85%b5%e1%84%8b%e1%85%b2%e1%86%af-z-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/"},"modified":"2023-07-27T14:05:00","modified_gmt":"2023-07-27T14:05:00","slug":"%e1%84%87%e1%85%b5%e1%84%8b%e1%85%b2%e1%86%af-z-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%87%e1%85%b5%e1%84%8b%e1%85%b2%e1%86%af-z-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/","title":{"rendered":"Python\uc5d0\uc11c \ub2e8\uc77c \ube44\uc728 z \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/ko\/\u1107\u1175\u110b\u1172\u11af-z-\u1110\u1166\u1109\u1173\u1110\u1173\/\" target=\"_blank\" rel=\"noopener noreferrer\">\ub2e8\uc77c \ube44\uc728 z-\uac80\uc815\uc740<\/a> \uad00\ucc30\ub41c \ube44\uc728\uc744 \uc774\ub860\uc801 \ube44\uc728\uacfc \ube44\uad50\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \ud14c\uc2a4\ud2b8\uc5d0\uc11c\ub294 \ub2e4\uc74c \uadc0\ubb34\uac00\uc124\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>H <sub>0<\/sub> :<\/strong> p = p <sub>0<\/sub> (\uc778\uad6c\uc758 \ube44\uc728\uc740 \uac00\uc0c1 \ube44\uc728 p <sub>0<\/sub> \uacfc \uac19\uc2b5\ub2c8\ub2e4)<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ub300\ub9bd \uac00\uc124\uc740 \uc591\uce21, \uc67c\ucabd \ub610\ub294 \uc624\ub978\ucabd\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>H <sub>1<\/sub> (\uc591\uce21):<\/strong> p \u2260 p <sub>0<\/sub> (\ubaa8\uc9d1\ub2e8 \ube44\uc728\uc740 \uac00\uc124 \uac12 p <sub>0<\/sub> \uacfc \ub3d9\uc77c\ud558\uc9c0 \uc54a\uc74c)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>H <sub>1<\/sub> (\uc67c\ucabd):<\/strong> p &lt; p <sub>0<\/sub> (\uc778\uad6c \ube44\uc728\uc774 \uac00\uc0c1 \uac12 p <sub>0<\/sub> \ubcf4\ub2e4 \uc791\uc74c)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>H <sub>1<\/sub> (\uc624\ub978\ucabd):<\/strong> p &gt; p <sub>0<\/sub> (\ubaa8\uc9d1\ub2e8 \ube44\uc728\uc740 \uac00\uc0c1 \uac12 p <sub>0<\/sub> \ubcf4\ub2e4 \ud07d\ub2c8\ub2e4)<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uac80\uc815 \ud1b5\uacc4\ub7c9\uc740 \ub2e4\uc74c\uacfc \uac19\uc774 \uacc4\uc0b0\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">z = (pp <sub>0<\/sub> ) \/ \u221a <span style=\"border-top: 1px solid black;\">p <sub>0<\/sub> (1-p <sub>0<\/sub> )\/n<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>p:<\/strong> \uad00\ucc30\ub41c \ud45c\ubcf8 \ube44\uc728<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>p <sub>0<\/sub> :<\/strong> \uc778\uad6c\uc758 \uac00\uc0c1 \ube44\uc728<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>n:<\/strong> \ud45c\ubcf8 \ud06c\uae30<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">z \uac80\uc815 \ud1b5\uacc4\ub7c9\uc5d0 \ud574\ub2f9\ud558\ub294 p-\uac12\uc774 \uc120\ud0dd\ud55c \uc720\uc758 \uc218\uc900(\uc77c\ubc18\uc801\uc73c\ub85c \uc120\ud0dd\ub418\ub294 \uac12\uc740 0.10, 0.05, 0.01)\ubcf4\ub2e4 \uc791\uc740 \uacbd\uc6b0 \uadc0\ubb34 \uac00\uc124\uc744 \uae30\uac01\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Python\uc758 \ub2e8\uc77c \ube44\uc728 Z \ud14c\uc2a4\ud2b8<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Python\uc5d0\uc11c \ud2b9\uc815 \ube44\uc728\ub85c z-\ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub824\uba74 \ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 <strong>statsmodels<\/strong> \ub77c\uc774\ube0c\ub7ec\ub9ac\uc758 <a href=\"https:\/\/www.statsmodels.org\/stable\/generated\/statsmodels.stats.proportion.proportions_ztest.html\" target=\"_blank\" rel=\"noopener noreferrer\">ratios_ztest()<\/a> \ud568\uc218\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>ratios_ztest(count, nobs, value=None, Alternative=&#8217;\ub450 \uc5bc\uad74&#8217;)<\/strong><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uae08:<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>count:<\/strong> \uc131\uacf5 \ud69f\uc218<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>nobs:<\/strong> \uc2dc\ub3c4 \ud69f\uc218<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\uac12:<\/strong> \uc778\uad6c\uc758 \uac00\uc0c1 \ube44\uc728<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\ub300\uc548:<\/strong> \ub300\uc548 \uac00\uc124<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\uc774 \ud568\uc218\ub294 az \ud14c\uc2a4\ud2b8 \ud1b5\uacc4\uc640 \ud574\ub2f9 p-\uac12\uc744 \ubc18\ud658\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \uc774 \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec Python\uc5d0\uc11c \ub2e8\uc77c \ube44\uc728 z-\ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\uc608: Python\uc758 \ub2e8\uc77c \ube44\uc728 Z \ud14c\uc2a4\ud2b8<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\ud2b9\uc815 \ubc95\ub960\uc744 \uc9c0\uc9c0\ud558\ub294 \ud2b9\uc815 \uce74\uc6b4\ud2f0\uc758 \uc8fc\ubbfc \ube44\uc728\uc774 60%\uc778\uc9c0 \uc54c\uace0 \uc2f6\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. \uc774\ub97c \ud14c\uc2a4\ud2b8\ud558\uae30 \uc704\ud574 \ubb34\uc791\uc704 \ud45c\ubcf8\uc5d0\uc11c \ub2e4\uc74c \ub370\uc774\ud130\ub97c \uc218\uc9d1\ud569\ub2c8\ub2e4.<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>p <sub>0<\/sub> :<\/strong> \uc778\uad6c\uc758 \uac00\uc0c1 \ube44\uc728 = 0.60<\/span><\/li>\n<li> <span style=\"color: #000000;\"><b>x:<\/b> \ubc95\uc744 \ucc2c\uc131\ud558\ub294 \uc8fc\ubbfc: 64\uba85<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>n:<\/strong> \ud45c\ubcf8 \ud06c\uae30 = 100<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 <strong>ratios_ztest<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc0d8\ud50c\uc5d0 \ub300\ud574 az \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\"><span style=\"color: #008080;\">#import proportions_ztest function<\/span>\nfrom<\/span> statsmodels. <span style=\"color: #3366ff;\">stats.proportion<\/span> <span style=\"color: #008000;\">import<\/span> proportions_ztest\n\n<span style=\"color: #008080;\">#perform one proportion z-test\n<\/span>proportions_ztest(count= <span style=\"color: #008000;\">60<\/span> , nobs= <span style=\"color: #008000;\">100<\/span> , value= <span style=\"color: #008000;\">0.64<\/span> )\n(-0.8164965809277268, 0.41421617824252466)<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\uacb0\uacfc\uc5d0\uc11c z \ud14c\uc2a4\ud2b8 \ud1b5\uacc4\ub294 <strong>-0.8165<\/strong> \uc774\uace0 \ud574\ub2f9 p-\uac12\uc740 <strong>0.4142<\/strong> \uc784\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uac12\uc740 \u03b1 = 0.05 \uc774\uc0c1\uc774\ubbc0\ub85c \uadc0\ubb34\uac00\uc124\uc744 \uae30\uac01\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4. \ubc95\uc5d0 \ub300\ud55c \uc8fc\ubbfc\uc758 \ucc2c\uc131 \ube44\uc728\uc774 0.60\uacfc \ub2e4\ub974\ub2e4\uace0 \ub9d0\ud560 \ub9cc\ud07c \ucda9\ubd84\ud55c \uc99d\uac70\uac00 \uc5c6\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/ko\/\u1107\u1175\u110b\u1172\u11af-z-\u1110\u1166\u1109\u1173\u1110\u1173\/\" target=\"_blank\" rel=\"noopener noreferrer\">\ub2e8\uc77c \ube44\uc728 Z \ud14c\uc2a4\ud2b8 \uc18c\uac1c<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/z-\u1110\u1166\u1109\u1173\u1110\u1173-\u1107\u1175\u110b\u1172\u11af-\u1100\u1168\u1109\u1161\u11ab\u1100\u1175\/\" target=\"_blank\" rel=\"noopener noreferrer\">\ub2e8\uc77c \ube44\uc728 Z \ud14c\uc2a4\ud2b8 \uacc4\uc0b0\uae30<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1107\u1175\u110b\u1172\u11af-z-\u1110\u1166\u1109\u1173\u1110\u1173-\u110b\u1166\u11a8\u1109\u1166\u11af\/\" target=\"_blank\" rel=\"noopener noreferrer\">Excel\uc5d0\uc11c \ub2e8\uc77c \ube44\uc728 Z \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/r\u110b\u1174-\u1107\u1175\u110b\u1172\u11af-z-\u1100\u1165\u11b7\u110c\u1165\u11bc\/\" target=\"_blank\" rel=\"noopener noreferrer\">R\uc5d0\uc11c \ub2e8\uc77c \ube44\uc728 Z \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ub2e8\uc77c \ube44\uc728 z-\uac80\uc815\uc740 \uad00\ucc30\ub41c \ube44\uc728\uc744 \uc774\ub860\uc801 \ube44\uc728\uacfc \ube44\uad50\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc774 \ud14c\uc2a4\ud2b8\uc5d0\uc11c\ub294 \ub2e4\uc74c \uadc0\ubb34\uac00\uc124\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. H 0 : p = p 0 (\uc778\uad6c\uc758 \ube44\uc728\uc740 \uac00\uc0c1 \ube44\uc728 p 0 \uacfc \uac19\uc2b5\ub2c8\ub2e4) \ub300\ub9bd \uac00\uc124\uc740 \uc591\uce21, \uc67c\ucabd \ub610\ub294 \uc624\ub978\ucabd\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. H 1 (\uc591\uce21): p \u2260 p 0 (\ubaa8\uc9d1\ub2e8 \ube44\uc728\uc740 \uac00\uc124 \uac12 p 0 \uacfc \ub3d9\uc77c\ud558\uc9c0 \uc54a\uc74c) H [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-1124","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Python\uc5d0\uc11c \ub2e8\uc77c \ube44\uc728 Z \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc5ec\ub7ec \uc608\ub97c \ud1b5\ud574 Python\uc5d0\uc11c \ub2e8\uc77c \ube44\uc728 z-\ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/ko\/\u1107\u1175\u110b\u1172\u11af-z-\u1110\u1166\u1109\u1173\u1110\u1173-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python\uc5d0\uc11c \ub2e8\uc77c \ube44\uc728 Z \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\" \/>\n<meta property=\"og:description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc5ec\ub7ec \uc608\ub97c \ud1b5\ud574 Python\uc5d0\uc11c \ub2e8\uc77c \ube44\uc728 z-\ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/ko\/\u1107\u1175\u110b\u1172\u11af-z-\u1110\u1166\u1109\u1173\u1110\u1173-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-27T14:05:00+00:00\" \/>\n<meta name=\"author\" content=\"\ubca4\uc790\ubbfc \uc564\ub354\uc2a8\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"\ubca4\uc790\ubbfc \uc564\ub354\uc2a8\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/ko\/%e1%84%87%e1%85%b5%e1%84%8b%e1%85%b2%e1%86%af-z-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/\",\"url\":\"https:\/\/statorials.org\/ko\/%e1%84%87%e1%85%b5%e1%84%8b%e1%85%b2%e1%86%af-z-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/\",\"name\":\"Python\uc5d0\uc11c \ub2e8\uc77c \ube44\uc728 Z \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/ko\/#website\"},\"datePublished\":\"2023-07-27T14:05:00+00:00\",\"dateModified\":\"2023-07-27T14:05:00+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/ko\/#\/schema\/person\/600556789b7d79cbaa9d9f0c721b74f4\"},\"description\":\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc5ec\ub7ec \uc608\ub97c \ud1b5\ud574 Python\uc5d0\uc11c \ub2e8\uc77c \ube44\uc728 z-\ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/ko\/%e1%84%87%e1%85%b5%e1%84%8b%e1%85%b2%e1%86%af-z-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/#breadcrumb\"},\"inLanguage\":\"ko-KR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/ko\/%e1%84%87%e1%85%b5%e1%84%8b%e1%85%b2%e1%86%af-z-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/ko\/%e1%84%87%e1%85%b5%e1%84%8b%e1%85%b2%e1%86%af-z-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\uc9d1\",\"item\":\"https:\/\/statorials.org\/ko\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Python\uc5d0\uc11c \ub2e8\uc77c \ube44\uc728 z \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/ko\/#website\",\"url\":\"https:\/\/statorials.org\/ko\/\",\"name\":\"Statorials\",\"description\":\"\ud1b5\uacc4 \ud65c\uc6a9 \ub2a5\ub825\uc744 \uc704\ud55c \uac00\uc774\ub4dc!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/ko\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"ko-KR\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/ko\/#\/schema\/person\/600556789b7d79cbaa9d9f0c721b74f4\",\"name\":\"\ubca4\uc790\ubbfc \uc564\ub354\uc2a8\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"ko-KR\",\"@id\":\"https:\/\/statorials.org\/ko\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/ko\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/ko\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg\",\"caption\":\"\ubca4\uc790\ubbfc \uc564\ub354\uc2a8\"},\"description\":\"\uc548\ub155\ud558\uc138\uc694. \uc800\ub294 \ud1b5\uacc4\ud559 \uad50\uc218\ub97c \ud1f4\uc9c1\ud558\uace0 \uc804\uc784 \ud1b5\uacc4 \uad50\uc0ac\ub85c \ubcc0\uc2e0\ud55c \ubca4\uc790\ubbfc\uc785\ub2c8\ub2e4. \ud1b5\uacc4 \ubd84\uc57c\uc758 \uad11\ubc94\uc704\ud55c \uacbd\ud5d8\uacfc \uc804\ubb38 \uc9c0\uc2dd\uc744 \ubc14\ud0d5\uc73c\ub85c Statorials\ub97c \ud1b5\ud574 \ud559\uc0dd\ub4e4\uc5d0\uac8c \ud798\uc744 \uc2e4\uc5b4\uc8fc\uae30 \uc704\ud574 \uc9c0\uc2dd\uc744 \uacf5\uc720\ud558\uace0 \uc2f6\uc2b5\ub2c8\ub2e4. \ub354 \uc54c\uc544\ubcf4\uae30\",\"sameAs\":[\"https:\/\/statorials.org\/ko\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Python\uc5d0\uc11c \ub2e8\uc77c \ube44\uc728 Z \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95","description":"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc5ec\ub7ec \uc608\ub97c \ud1b5\ud574 Python\uc5d0\uc11c \ub2e8\uc77c \ube44\uc728 z-\ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/statorials.org\/ko\/\u1107\u1175\u110b\u1172\u11af-z-\u1110\u1166\u1109\u1173\u1110\u1173-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\/","og_locale":"ko_KR","og_type":"article","og_title":"Python\uc5d0\uc11c \ub2e8\uc77c \ube44\uc728 Z \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95","og_description":"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc5ec\ub7ec \uc608\ub97c \ud1b5\ud574 Python\uc5d0\uc11c \ub2e8\uc77c \ube44\uc728 z-\ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.","og_url":"https:\/\/statorials.org\/ko\/\u1107\u1175\u110b\u1172\u11af-z-\u1110\u1166\u1109\u1173\u1110\u1173-\u1111\u1161\u110b\u1175\u110a\u1165\u11ab\/","og_site_name":"Statorials","article_published_time":"2023-07-27T14:05:00+00:00","author":"\ubca4\uc790\ubbfc \uc564\ub354\uc2a8","twitter_card":"summary_large_image","twitter_misc":{"Written by":"\ubca4\uc790\ubbfc \uc564\ub354\uc2a8"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/statorials.org\/ko\/%e1%84%87%e1%85%b5%e1%84%8b%e1%85%b2%e1%86%af-z-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/","url":"https:\/\/statorials.org\/ko\/%e1%84%87%e1%85%b5%e1%84%8b%e1%85%b2%e1%86%af-z-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/","name":"Python\uc5d0\uc11c \ub2e8\uc77c \ube44\uc728 Z \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95","isPartOf":{"@id":"https:\/\/statorials.org\/ko\/#website"},"datePublished":"2023-07-27T14:05:00+00:00","dateModified":"2023-07-27T14:05:00+00:00","author":{"@id":"https:\/\/statorials.org\/ko\/#\/schema\/person\/600556789b7d79cbaa9d9f0c721b74f4"},"description":"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 \uc5ec\ub7ec \uc608\ub97c \ud1b5\ud574 Python\uc5d0\uc11c \ub2e8\uc77c \ube44\uc728 z-\ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.","breadcrumb":{"@id":"https:\/\/statorials.org\/ko\/%e1%84%87%e1%85%b5%e1%84%8b%e1%85%b2%e1%86%af-z-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/#breadcrumb"},"inLanguage":"ko-KR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/statorials.org\/ko\/%e1%84%87%e1%85%b5%e1%84%8b%e1%85%b2%e1%86%af-z-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/statorials.org\/ko\/%e1%84%87%e1%85%b5%e1%84%8b%e1%85%b2%e1%86%af-z-%e1%84%90%e1%85%a6%e1%84%89%e1%85%b3%e1%84%90%e1%85%b3-%e1%84%91%e1%85%a1%e1%84%8b%e1%85%b5%e1%84%8a%e1%85%a5%e1%86%ab\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\uc9d1","item":"https:\/\/statorials.org\/ko\/"},{"@type":"ListItem","position":2,"name":"Python\uc5d0\uc11c \ub2e8\uc77c \ube44\uc728 z \ud14c\uc2a4\ud2b8\ub97c \uc218\ud589\ud558\ub294 \ubc29\ubc95"}]},{"@type":"WebSite","@id":"https:\/\/statorials.org\/ko\/#website","url":"https:\/\/statorials.org\/ko\/","name":"Statorials","description":"\ud1b5\uacc4 \ud65c\uc6a9 \ub2a5\ub825\uc744 \uc704\ud55c \uac00\uc774\ub4dc!","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/statorials.org\/ko\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"ko-KR"},{"@type":"Person","@id":"https:\/\/statorials.org\/ko\/#\/schema\/person\/600556789b7d79cbaa9d9f0c721b74f4","name":"\ubca4\uc790\ubbfc \uc564\ub354\uc2a8","image":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/statorials.org\/ko\/#\/schema\/person\/image\/","url":"https:\/\/statorials.org\/ko\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","contentUrl":"https:\/\/statorials.org\/ko\/wp-content\/uploads\/2023\/10\/Dr.-Benjamin-Anderson-96x96.jpg","caption":"\ubca4\uc790\ubbfc \uc564\ub354\uc2a8"},"description":"\uc548\ub155\ud558\uc138\uc694. \uc800\ub294 \ud1b5\uacc4\ud559 \uad50\uc218\ub97c \ud1f4\uc9c1\ud558\uace0 \uc804\uc784 \ud1b5\uacc4 \uad50\uc0ac\ub85c \ubcc0\uc2e0\ud55c \ubca4\uc790\ubbfc\uc785\ub2c8\ub2e4. \ud1b5\uacc4 \ubd84\uc57c\uc758 \uad11\ubc94\uc704\ud55c \uacbd\ud5d8\uacfc \uc804\ubb38 \uc9c0\uc2dd\uc744 \ubc14\ud0d5\uc73c\ub85c Statorials\ub97c \ud1b5\ud574 \ud559\uc0dd\ub4e4\uc5d0\uac8c \ud798\uc744 \uc2e4\uc5b4\uc8fc\uae30 \uc704\ud574 \uc9c0\uc2dd\uc744 \uacf5\uc720\ud558\uace0 \uc2f6\uc2b5\ub2c8\ub2e4. \ub354 \uc54c\uc544\ubcf4\uae30","sameAs":["https:\/\/statorials.org\/ko"]}]}},"yoast_meta":{"yoast_wpseo_title":"","yoast_wpseo_metadesc":"","yoast_wpseo_canonical":""},"_links":{"self":[{"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/posts\/1124","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/comments?post=1124"}],"version-history":[{"count":0,"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/posts\/1124\/revisions"}],"wp:attachment":[{"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/media?parent=1124"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/categories?post=1124"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/statorials.org\/ko\/wp-json\/wp\/v2\/tags?post=1124"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}