{"id":3250,"date":"2026-08-12T19:39:45","date_gmt":"2026-08-13T02:39:45","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/data-analysis-methods\/"},"modified":"2026-08-13T09:41:22","modified_gmt":"2026-08-13T16:41:22","slug":"data-analysis-methods","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/ko\/data-analysis-methods\/","title":{"rendered":"\ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95: \uc9c8\uc801 \ubd84\uc11d \ub300 \uc591\uc801 \ubd84\uc11d"},"content":{"rendered":"<p class=\"wp-block-paragraph\">\ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95\ub860\uc740 \ud300\uc774 \uc0ac\uc6a9\uc790 \ud589\ub3d9 \ub85c\uadf8, \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ud154\ub808\uba54\ud2b8\ub9ac, \uace0\uac1d \ud53c\ub4dc\ubc31\uacfc \uac19\uc740 \uc6d0\uc2dc \ub370\uc774\ud130\ub85c\ubd80\ud130 \uc758\ubbf8\ub97c \ub3c4\ucd9c\ud558\ub294 \ubc29\uc2dd\uc744 \uacb0\uc815\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\ub294 \ub450 \uac00\uc9c0 \uc77c\ubc18\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc740 \uc815\uc131\uc801 \ubd84\uc11d\uacfc \uc815\ub7c9\uc801 \ubd84\uc11d\uc785\ub2c8\ub2e4. \uac01 \ubc29\ubc95\uc740 \uc5f0\uad6c \uacb0\uacfc\ub97c \ud574\uc11d\ud558\uace0 \uc774\ud574\ud558\uae30 \uc704\ud55c \uc11c\ub85c \ub2e4\ub978 \uae30\ubc95\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774 \ube14\ub85c\uadf8 \uac8c\uc2dc\ubb3c\uc5d0\uc11c\ub294 \uc815\uc131\uc801 \ubc0f \uc815\ub7c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95, \uadf8 \uc7a5\ub2e8\uc810, \uadf8\ub9ac\uace0 \ud604\ub300 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uac1c\ubc1c\uc5d0 \uc801\uc6a9\ub418\ub294 \ubc29\uc2dd\uc744 \uc0b4\ud3b4\ubd05\ub2c8\ub2e4. \ub370\uc774\ud130 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uad6c\ucd95\ud558\ub4e0, \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ud50c\ub7ab\ud3fc\uc744 \uc120\ud0dd\ud558\ub4e0, \ubd84\uc11d \uc544\ud0a4\ud14d\ucc98\ub97c \uc124\uacc4\ud558\ub4e0, \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc744 \uc774\ud574\ud558\uba74 \uc2dc\uc758\uc801\uc808\ud558\uace0 \uc2e4\ud589 \uac00\ub2a5\ud55c \ud1b5\ucc30\ub825\uc744 \uc81c\uacf5\ud558\uae30 \uc704\ud574 \uc62c\ubc14\ub978 \ubd84\uc11d \uae30\ubc95\uacfc \uc778\ud504\ub77c\ub97c \uc120\ud0dd\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-what-are-data-analysis-methods\" class=\"wp-block-heading\">\ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95\uc740 \ud328\ud134\uc744 \ud30c\uc545\ud558\uace0, \uc9c8\ubb38\uc5d0 \ub2f5\ud558\uba70, \uc758\ubbf8 \uc788\ub294 \uacb0\ub860\uc744 \ub3c4\ucd9c\ud558\uae30 \uc704\ud574 \ub370\uc774\ud130\ub97c \uac80\uc0ac, \uc815\ub9ac, \ud574\uc11d\ud558\ub294 \uccb4\uacc4\uc801\uc778 \uc811\uadfc \ubc29\uc2dd\uc785\ub2c8\ub2e4. \uc62c\ubc14\ub978 \ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95\uc740 \ubaa9\ud45c, \uc218\uc9d1\ud558\ub294 \ub370\uc774\ud130\uc758 \uc720\ud615, \uadf8\ub9ac\uace0 \uc778\uc0ac\uc774\ud2b8\uac00 \ud544\uc694\ud55c \uc18d\ub3c4\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ub300\ubd80\ubd84\uc758 \ub370\uc774\ud130 \ubd84\uc11d \uae30\ubc95\uc740 \uc138 \uac00\uc9c0 \ubc94\uc8fc\ub85c \ub098\ub269\ub2c8\ub2e4. <strong>\uc815\uc131\uc801<\/strong>, \uc778\ud130\ubdf0\ub098 \uac1c\ubc29\ud615 \ud53c\ub4dc\ubc31\uacfc \uac19\uc740 \ube44\uc218\uce58\uc801 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\ub294; <strong>\uc815\ub7c9\uc801\uc778<\/strong>, \uc218\uce58 \ub370\uc774\ud130\uc640 \ud1b5\uacc4\uc801 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\ub294; \uadf8\ub9ac\uace0 <strong>\ud63c\ud569 \uc5f0\uad6c \ubc29\ubc95<\/strong> (\ub610\ub294 \ud558\uc774\ube0c\ub9ac\ub4dc)\ub294 \ubcf4\ub2e4 \uc644\ubcbd\ud55c \ubdf0\ub97c \uc704\ud574 \ub450 \uac00\uc9c0 \uc811\uadfc \ubc29\uc2dd\uc744 \ubaa8\ub450 \uacb0\ud569\ud569\ub2c8\ub2e4. \ud604\ub300\uc758 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ud658\uacbd\uc5d0\uc11c \ud0c0\uc774\ubc0d \uc5ed\uc2dc \ud575\uc2ec \uace0\ub824 \uc0ac\ud56d\uc774\uba70, \uc870\uc9c1\ub4e4\uc740 \uc989\uac01\uc801\uc778 \uc778\uc0ac\uc774\ud2b8\ub97c \uc704\ud55c \uc2e4\uc2dc\uac04 \ubd84\uc11d\uacfc \uc2a4\ucf00\uc904\uc5d0 \ub530\ub77c \ub354 \ud070 \ub370\uc774\ud130\uc14b\uc744 \ucc98\ub9ac\ud558\uae30 \uc704\ud55c \ubc30\uce58 \ubd84\uc11d \uc911 \ud558\ub098\ub97c \uc120\ud0dd\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-why-data-analysis-matters-for-application-teams\" class=\"wp-block-heading\">\ub370\uc774\ud130 \ubd84\uc11d\uc774 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ud300\uc5d0 \uc911\uc694\ud55c \uc774\uc720<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ud300\uc758 \uacbd\uc6b0 \ub370\uc774\ud130 \ubd84\uc11d\uc740 \uc6d0\uaca9 \uce21\uc815 \ub370\uc774\ud130, \ub85c\uadf8, \uba54\ud2b8\ub9ad, \uc0ac\uc6a9\uc790 \ud589\ub3d9\uc744 \uc2e0\ub8b0\uc131, \uc131\ub2a5, \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \ud5a5\uc0c1\ud558\ub294 \uc2e4\ud589 \uac00\ub2a5\ud55c \uc778\uc0ac\uc774\ud2b8\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4. \uc2e4\uc2dc\uac04\uc73c\ub85c \ub610\ub294 \uc7a5\uae30\uac04\uc5d0 \uac78\uccd0 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud568\uc73c\ub85c\uc368 \uac1c\ubc1c\uc790\uc640 \uc6b4\uc601\uc790\ub294 \uc774\uc0c1 \uc9d5\ud6c4\ub97c \uac10\uc9c0\ud558\uace0, \ubb38\uc81c\ub97c \ub354 \ube60\ub974\uac8c \ud574\uacb0\ud558\uba70, \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc131\ub2a5\uc744 \ucd5c\uc801\ud654\ud558\uace0, \ub354\uc6b1 \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uc6b4\uc601 \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc804\ud615\uc801\uc778 \ub370\uc774\ud130 \ubd84\uc11d \uc6cc\ud06c\ud50c\ub85c\uc6b0\ub294 \ubaa9\ud45c \uc815\uc758, \ub370\uc774\ud130 \uc218\uc9d1 \ubc0f \uc900\ube44, \uadf8\ub9ac\uace0 \ud328\ud134 \ud0d0\uc0c9\uc73c\ub85c \uc2dc\uc791\ub429\ub2c8\ub2e4. \uadf8\ub7f0 \ub2e4\uc74c \ud300\uc740 \uc801\uc808\ud55c \ubd84\uc11d \uae30\ubc95\uc744 \uc801\uc6a9\ud558\uace0, \uacb0\uacfc\ub97c \ud574\uc11d\ud558\uba70, \uc870\uc0ac \uacb0\uacfc\ub97c \uac80\uc99d\ud558\uace0, \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uac8c \ub428\uc5d0 \ub530\ub77c \ubc18\ubcf5 \uc791\uc5c5\uc744 \uc218\ud589\ud569\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uacfc \uc11c\ube44\uc2a4\ub97c \uac1c\uc120\ud558\uae30 \uc704\ud55c \uc9c0\uc18d\uc801\uc778 \ud53c\ub4dc\ubc31 \ub8e8\ud504\ub97c \ub9cc\ub4ed\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-qualitative-vs-quantitative-data-key-differences\" class=\"wp-block-heading\">\uc9c8\uc801 \ub370\uc774\ud130 \ub300 \uc591\uc801 \ub370\uc774\ud130: \uc8fc\uc694 \ucc28\uc774\uc810<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc9c8\uc801 \ub370\uc774\ud130 \ubd84\uc11d\uacfc \uc591\uc801 \ub370\uc774\ud130 \ubd84\uc11d \uc0ac\uc774\uc758 \uc8fc\uc694 \ucc28\uc774\uc810\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><\/td><td><strong>\uc815\uc131\uc801 \ub370\uc774\ud130<\/strong><\/td><td><strong>\uc815\ub7c9\uc801 \ub370\uc774\ud130<\/strong><\/td><\/tr><tr><td><strong>\ub370\uc774\ud130\uc758 \ud2b9\uc131<\/strong><\/td><td>\uc124\uba85, \uc758\uacac, \uad00\ucc30 \ub610\ub294 \ub0b4\ub7ec\ud2f0\ube0c\uc640 \uac19\uc740 \ube44\uc218\uce58\uc801 \ub610\ub294 \ubc94\uc8fc\ud615 \uc815\ubcf4\ub85c \uad6c\uc131\ub429\ub2c8\ub2e4. \ud604\uc0c1\uc758 \uc8fc\uad00\uc801\uc774\uac70\ub098 \uc815\uc131\uc801\uc778 \uce21\uba74\uc744 \ud3ec\ucc29\ud558\ub294 \ub370 \ucd08\uc810\uc744 \ub9de\ucda5\ub2c8\ub2e4.<\/td><td>\uce21\uc815\ud558\uac70\ub098 \uc140 \uc218 \uc788\ub294 \uc218\uce58 \uc815\ubcf4\ub97c \ud3ec\ud568\ud55c\ub2e4. \ud604\uc0c1\uc758 \uac1d\uad00\uc801\uc774\uac70\ub098 \uc591\uc801\uc778 \uce21\uba74\uc744 \ub2e4\ub8ec\ub2e4.<\/td><\/tr><tr><td><strong>\ub370\uc774\ud130 \ud45c\ud604<\/strong><\/td><td>\uc77c\ubc18\uc801\uc73c\ub85c \ub2e8\uc5b4, \ud14d\uc2a4\ud2b8, \uc774\ubbf8\uc9c0 \ub610\ub294 \ucf54\ub4dc\ub85c \ud45c\ud604\ub418\uba70, \ubc94\uc8fc, \ud14c\ub9c8 \ub610\ub294 \ud328\ud134\uc73c\ub85c \uc870\uc9c1\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/td><td>\uc22b\uc790\ub098 \uc218\uce58\ub85c \ud45c\ud604\ub418\uba70, \ud45c, \uadf8\ub798\ud504, \ucc28\ud2b8 \ub610\ub294 \ud1b5\uacc4\uc801 \uc694\uc57d\uc73c\ub85c \uc815\ub9ac\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/td><\/tr><tr><td><strong>\ub370\uc774\ud130 \uc218\uc9d1 \ubc29\ubc95<\/strong><\/td><td>\uc778\ud130\ubdf0, \ud45c\uc801\uc9d1\ub2e8 \uba74\uc811, \uad00\ucc30 \ub610\ub294 \uac1c\ubc29\ud615 \uc124\ubb38 \ubb38\ud56d\uc744 \ud1b5\ud574 \uc218\uc9d1\ub428.<\/td><td>\uc124\ubb38\uc870\uc0ac, \uc2e4\ud5d8 \ub610\ub294 \uad6c\uc870\ud654\ub41c \uad00\ucc30\uc744 \ud1b5\ud574 \uc218\uc9d1\ub428.<\/td><\/tr><tr><td><strong>\ub370\uc774\ud130 \ubd84\uc11d \uc811\uadfc\ubc95<\/strong><\/td><td>\ub370\uc774\ud130\ub97c \uc8fc\uc81c\ubcc4\ub85c \ub610\ub294 \ud328\ud134, \uc8fc\uc81c, \uacf5\ud1b5\uc810\uc744 \uc2dd\ubcc4\ud558\uc5ec \ubd84\uc11d\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \ucf54\ub529, \ub0b4\uc6a9 \ubd84\uc11d, \ub2f4\ud654 \ubd84\uc11d\uacfc \uac19\uc740 \uae30\ubc95\uc774 \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/td><td>\ud1b5\uacc4\uc801 \uae30\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc218\uce58\uc801 \uad00\uacc4, \ud328\ud134 \ub610\ub294 \ucd94\uc138\uc5d0 \ucd08\uc810\uc744 \ub9de\ucd94\uba70, \uacc4\uc0b0, \ud1b5\uacc4\uc801 \uac80\uc815 \ubc0f \ubaa8\ub378\ub9c1\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/td><\/tr><tr><td><strong>\uacb0\uacfc \ubc0f \uc77c\ubc18\ud654 \uac00\ub2a5\uc131<\/strong><\/td><td>\uc2ec\uce35\uc801\uc778 \uc774\ud574, \ud48d\ubd80\ud55c \ubb18\uc0ac, \ub9e5\ub77d\uc801 \ud1b5\ucc30\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc5f0\uad6c \uacb0\uacfc\ub294 \uc5f0\uad6c\ub41c \ub9e5\ub77d\uc5d0 \uad6d\ud55c\ub420 \uc218 \uc788\uc73c\uba70 \ub354 \ud070 \uc9d1\ub2e8\uc73c\ub85c \uc27d\uac8c \uc77c\ubc18\ud654\ub418\uc9c0 \uc54a\uc2b5\ub2c8\ub2e4.<\/td><td>\uc218\uce58\uc801 \uce21\uc815\uac12, \ud1b5\uacc4\uc801 \uad00\uacc4, \uadf8\ub9ac\uace0 \uc815\ub7c9\ud654\ud560 \uc218 \uc788\ub294 \uacb0\uacfc\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc5f0\uad6c \uacb0\uacfc\ub294 \uc77c\uc815 \uc218\uc900\uc758 \uc2e0\ub8b0\ub3c4 \ub0b4\uc5d0\uc11c \ub354 \ud070 \ubaa8\uc9d1\ub2e8\uc73c\ub85c \uc77c\ubc18\ud654\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/td><\/tr><tr><td><strong>\uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub370\uc774\ud130\uc758 \uc608\uc2dc<\/strong><\/td><td>\uc0ac\uc6a9\uc790 \ub9ac\ubdf0, \uc9c0\uc6d0 \ud2f0\ucf13, \uc138\uc158 \ub179\ud654\ubcf8, \uc778\ud130\ubdf0 \ud53c\ub4dc\ubc31, \uac1c\ubc29\ud615 \uc124\ubb38 \uc751\ub2f5\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/td><td>\uc694\uccad \uac74\uc218, \uc624\ub958\uc728, \uc9c0\uc5f0 \uc2dc\uac04 \uce21\uc815\uce58, \uc751\ub2f5 \uc2dc\uac04, \uc790\uc6d0 \uc0ac\uc6a9\ub960, \uc804\ud658\uc728\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\ud63c\ud569\uc5f0\uad6c\ubc29\ubc95<\/strong> \uc774 \uc811\uadfc\ubc95\uc740 \uc815\uc131\uc801 \ub370\uc774\ud130 \ubd84\uc11d\uacfc \uc815\ub7c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uacb0\ud569\ud558\uc5ec \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc131\ub2a5\uacfc \uc0ac\uc6a9\uc790\uc758 \uacbd\ud5d8\uc744 \ub354\uc6b1 \uc628\uc804\ud558\uac8c \uc774\ud574\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc81c\ud488 \ud300\uc758 \uacbd\uc6b0, \ub450 \uac00\uc9c0 \ubc29\ubc95\uc744 \uacb0\ud569\ud558\uba74 \uc2e4\uc81c \uc0ac\uc6a9\uc790 \ud53c\ub4dc\ubc31\uc73c\ub85c \uc9c0\ud45c\ub97c \uac80\uc99d\ud558\uace0 \uc6b4\uc601 \ub370\uc774\ud130\uc5d0 \ub9e5\ub77d\uc744 \ub354\ud568\uc73c\ub85c\uc368 \ub354\uc6b1 \ud655\uc2e0\uc5d0 \ucc2c \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc811\uadfc\ubc95\uc740 \uc0c8\ub85c\uc6b4 \uae30\ub2a5\uc758 \uc6b0\uc120\uc21c\uc704\ub97c \uc815\ud558\uac70\ub098, \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc744 \uac1c\uc120\ud558\uac70\ub098, \uc6b4\uc601 \ubb38\uc81c\ub97c \uc9c4\ub2e8\ud558\uac70\ub098, \uae30\uc220 \ubc0f \ube44\uc988\ub2c8\uc2a4 \uc131\uacfc \uc804\ubc18\uc5d0\uc11c \uc81c\ud488 \ubcc0\uacbd\uc758 \uc601\ud5a5\uc744 \uce21\uc815\ud560 \ub54c \ud2b9\ud788 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-qualitative-data-analysis-methods\" class=\"wp-block-heading\">\uc9c8\uc801 \ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc9c8\uc801 \ub370\uc774\ud130 \ubd84\uc11d\uc740 \uc218\uce58\ud654\ub418\uc9c0 \uc54a\uac70\ub098 \ubc94\uc8fc\ud615\uc778 \uc815\ubcf4\ub97c \uac80\ud1a0\ud558\uc5ec \ud328\ud134, \uc8fc\uc81c, \uc758\ubbf8\ub97c \ubc1d\ud600\ub0b4\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uc9c8\uc801 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\ub294 \ub370 \ud754\ud788 \uc0ac\uc6a9\ub418\ub294 \uba87 \uac00\uc9c0 \ubc29\ubc95\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uc8fc\uc81c \ubd84\uc11d:<\/strong> \ub370\uc774\ud130\ub97c \ubc94\uc8fc\ud654\ud558\uace0 \ucf54\ub529\ud558\uc5ec \uc9c8\uc801 \ub370\uc774\ud130\uc758 \ubc18\ubcf5\ub418\ub294 \uc8fc\uc81c\ub098 \ud328\ud134\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4. <em>\uc608\uc2dc:<\/em> \uc0ac\uc6a9\uc790 \ud53c\ub4dc\ubc31, \uc571 \uc2a4\ud1a0\uc5b4 \ub9ac\ubdf0, \uc124\ubb38\uc870\uc0ac \uc751\ub2f5\uc744 \ubd84\uc11d\ud558\uc5ec \uc77c\ubc18\uc801\uc778 \uc0ac\uc6a9\uc131 \ubb38\uc81c\ub098 \uae30\ub2a5 \uc694\uccad\uc744 \ud30c\uc545\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\ub0b4\uc6a9 \ubd84\uc11d<\/strong> \ud14d\uc2a4\ud2b8 \ub370\uc774\ud130\ub97c \ubc94\uc8fc\ud654\ud558\uace0 \ucf54\ub529\ud558\uc5ec \ud328\ud134\uacfc \uac1c\ub150\uc744 \uc2dd\ubcc4\ud568\uc73c\ub85c\uc368 \uccb4\uacc4\uc801\uc73c\ub85c \ubd84\uc11d\ud569\ub2c8\ub2e4. <em>\uc608\uc2dc:<\/em> \uc774\uc288 \uc720\ud615\ubcc4\ub85c \uc9c0\uc6d0 \ud2f0\ucf13\uc5d0 \ud0dc\uadf8\ub97c \uc9c0\uc815\ud558\uc5ec \ubc18\ubcf5\ub418\ub294 \uc81c\ud488 \uacb0\ud568, \ubb38\uc11c \ub204\ub77d \ub610\ub294 \uace0\uac1d \ubd88\ud3b8 \uc0ac\ud56d\uc744 \ud30c\uc545\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uc11c\uc0ac \ubd84\uc11d:<\/strong> \uacbd\ud5d8, \uad00\uc810, \uc758\ubbf8\ub97c \uc774\ud574\ud558\uae30 \uc704\ud574 \uc774\uc57c\uae30\ub098 \uc11c\uc0ac\ub97c \uc870\uc0ac\ud569\ub2c8\ub2e4. <em>\uc608\uc2dc:<\/em> \uc81c\ud488 \ud0d0\uc0c9 \uacfc\uc815\uc5d0\uc11c \uc0ac\uc6a9\uc790 \uc778\ud130\ubdf0\ub97c \uc885\ud569\ud558\uc5ec \uace0\uac1d\uc758 \uc5c5\ubb34 \ud750\ub984, \ub3d9\uae30, \uadf8\ub9ac\uace0 \uacfc\uc81c\ub97c \ud30c\uc545\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uadfc\uac70 \uc774\ub860<\/strong> \uccb4\uacc4\uc801\uc73c\ub85c \uc218\uc9d1\ud558\uace0 \ubd84\uc11d\ud55c \ub370\uc774\ud130\ub97c \ubc14\ud0d5\uc73c\ub85c \uc774\ub860\uc774\ub098 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uac1c\ubc1c\ud558\uba70, \ubd84\uc11d \uacfc\uc815\uc744 \ud1b5\ud574 \uc774\ub860\uc758 \ubc1c\uc804\uc744 \uc720\ub3c4\ud569\ub2c8\ub2e4. <em>\uc608\uc2dc:<\/em> \uace0\uac1d \uc778\ud130\ubdf0 \ubc0f \uc81c\ud488 \uc0ac\uc6a9 \uad00\ucc30\uc744 \ubd84\uc11d\ud558\uc5ec \uc0c8\ub85c\uc6b4 \uc0ac\uc6a9\uc790 \uc5ec\uc815 \ubaa8\ub378\uc744 \uac1c\ubc1c\ud558\uac70\ub098 \uae30\ub2a5 \ucc44\ud0dd \ub610\ub294 \uc774\ud0c8\uc758 \uc774\uc804\uc5d0\ub294 \uc54c \uc218 \uc5c6\uc5c8\ub358 \uc774\uc720\ub97c \ud30c\uc545\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc0ac\uc6a9\uc790\uac00 \uc65c \ud2b9\uc815 \ubc29\uc2dd\uc73c\ub85c \ud589\ub3d9\ud558\ub294\uc9c0 \uc774\ud574\ud558\ub294 \uac83\ub9cc\uc73c\ub85c\ub294 \ucda9\ubd84\ud558\uc9c0 \uc54a\uc744 \ub54c, \uc815\ub7c9\uc801 \ubd84\uc11d\uc740 \ubb34\uc2a8 \uc77c\uc774 \uc77c\uc5b4\ub098\uace0 \uc788\ub294\uc9c0, \uc5bc\ub9c8\ub098 \uc790\uc8fc \ubc1c\uc0dd\ud558\ub294\uc9c0, \uadf8\ub9ac\uace0 \uad00\ucc30\ub41c \ud328\ud134\uc774 \uc0ac\uc6a9\uc790\ub098 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc804\ubc18\uc5d0 \uac78\uccd0 \ud1b5\uacc4\uc801\uc73c\ub85c \uc720\uc758\ubbf8\ud55c\uc9c0 \uce21\uc815\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-quantitative-data-analysis-methods\" class=\"wp-block-heading\">\uc815\ub7c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc591\uc801 \ub370\uc774\ud130 \ubd84\uc11d\uc740 \uc218\uce58 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \ud1b5\uacc4\uc801 \ud328\ud134, \uad00\uacc4, \ud2b8\ub80c\ub4dc\ub97c \ubc1d\ud600\ub0b4\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc591\uc801 \ub370\uc774\ud130\uc5d0 \ud754\ud788 \uc0ac\uc6a9\ub418\ub294 \uba87 \uac00\uc9c0 \ub370\uc774\ud130 \ubd84\uc11d \uae30\ubc95\uc740 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uae30\uc220\ud1b5\uacc4\ub7c9:<\/strong> \ud3c9\uade0, \uc911\uc559\uac12, \ucd5c\ube48\uac12, \ud45c\uc900\ud3b8\ucc28 \ubc0f \ubc31\ubd84\uc728\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\uc14b\uc758 \ud2b9\uc9d5\uc744 \uc694\uc57d\ud569\ub2c8\ub2e4. <em>\uc608\uc2dc:<\/em> \uc804\ubc18\uc801\uc778 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc131\ub2a5\uacfc \uc0ac\uc6a9\ub7c9\uc744 \ud30c\uc545\ud558\uae30 \uc704\ud574 \ud3c9\uade0 API \uc751\ub2f5 \uc2dc\uac04, \uc911\uac04\uac12 \ud398\uc774\uc9c0 \ub85c\ub4dc \uc2dc\uac04, \uc624\ub958\uc728 \ubc31\ubd84\uc728 \ub610\ub294 \uc77c\uc77c \ud65c\uc131 \uc0ac\uc6a9\uc790 \uc218\ub97c \uacc4\uc0b0\ud558\ub294 \uac83.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\ucd94\ub860 \ud1b5\uacc4\ud559<\/strong> \uac00\uc124 \uac80\uc815, t-\uac80\uc815 \ubc0f \ud68c\uadc0 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\uc5ec \ud45c\ubcf8 \ub370\uc774\ud130\ub97c \ubc14\ud0d5\uc73c\ub85c \ubaa8\uc9d1\ub2e8\uc5d0 \ub300\ud55c \uacb0\ub860\uc744 \ub3c4\ucd9c\ud569\ub2c8\ub2e4. <em>\uc608\uc2dc:<\/em> A\/B \ud14c\uc2a4\ud2b8 \uacb0\uacfc\ub97c \ud3c9\uac00\ud558\uc5ec \uc0c8 \uae30\ub2a5\uc774 \uc0ac\uc6a9\uc790 \ucc38\uc5ec\ub3c4, \uc804\ud658\uc728 \ub610\ub294 \uc791\uc5c5 \uc644\ub8cc \uc2dc\uac04\uc744 \uc720\uc758\ubbf8\ud558\uac8c \uac1c\uc120\ud558\ub294\uc9c0 \ud310\ub2e8\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\ub370\uc774\ud130 \ub9c8\uc774\ub2dd<\/strong> \uc54c\uace0\ub9ac\uc998\uacfc \ud1b5\uacc4 \uae30\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub300\uaddc\ubaa8 \ub370\uc774\ud130\uc14b\uc5d0\uc11c \ud328\ud134\uacfc \uc0c1\uad00\uad00\uacc4\ub97c \ubc1c\uacac\ud569\ub2c8\ub2e4. <em>\uc608\uc2dc:<\/em> \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ud154\ub808\uba54\ud2b8\ub9ac \ubc0f \uc0ac\uc6a9\uc790 \ud589\ub3d9 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uc77c\ubc18\uc801\uc778 \ud0d0\uc0c9 \uacbd\ub85c\ub97c \ud30c\uc545\ud558\uace0, \uace0\uac1d \uc774\ud0c8\uc744 \uc608\uce21\ud558\uba70, \uc774\uc0c1 \ud65c\ub3d9\uc744 \uac10\uc9c0\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uc2e4\ud5d8 \uc124\uacc4:<\/strong> \ubcc0\uc218 \uac04\uc758 \uc778\uacfc \uad00\uacc4\ub97c \ud30c\uc545\ud558\uae30 \uc704\ud574 \ud1b5\uc81c \uc2e4\ud5d8\uc744 \uc124\uacc4\ud569\ub2c8\ub2e4. <em>\uc608\uc2dc:<\/em> \ucf54\ub4dc \ubcc0\uacbd, UI \uc5c5\ub370\uc774\ud2b8 \ub610\ub294 \uce90\uc2f1 \uc804\ub7b5\uc774 \uc131\ub2a5\uacfc \uc0ac\uc6a9\uc790 \ud589\ub3d9\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uce21\uc815\ud558\uae30 \uc704\ud574 \uc81c\uc5b4\ub41c \uae30\ub2a5 \ucd9c\uc2dc \ub610\ub294 \uc778\ud504\ub77c \uc2e4\ud5d8\uc744 \uc2e4\ud589\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uc2dc\uacc4\uc5f4 \ubd84\uc11d:<\/strong> \ucd94\uc138, \uacc4\uc808\uc801 \ud328\ud134 \ub610\ub294 \uc774\uc0c1 \uc9d5\ud6c4\ub97c \ud30c\uc545\ud558\uae30 \uc704\ud574 \uc2dc\uac04\uc774 \uc9c0\ub0a8\uc5d0 \ub530\ub77c \uc9c0\ud45c\uac00 \uc5b4\ub5bb\uac8c \ubcc0\ud558\ub294\uc9c0 \uc870\uc0ac\ud569\ub2c8\ub2e4. <em>\uc608\uc2dc:<\/em> \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc131\ub2a5\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uace0, \uc131\ub2a5 \uc800\ud558\ub97c \uc2dd\ubcc4\ud558\uba70, SLA \ubcf4\uace0\ub97c \uc9c0\uc6d0\ud558\uae30 \uc704\ud574 \uba70\uce60, \uba87 \uc8fc \ub610\ub294 \uba87 \ub2ec \ub3d9\uc548 \uc9c0\uc5f0 \uc2dc\uac04, \uc694\uccad \ubcfc\ub968, \uc624\ub958\uc728 \ub610\ub294 API \uc751\ub2f5 \uc2dc\uac04\uc744 \ucd94\uc801\ud569\ub2c8\ub2e4.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uc2e4\uc2dc\uac04 \uc9d1\uacc4:<\/strong> \uc774\ubca4\ud2b8\uac00 \uc0dd\uc131\ub428\uc5d0 \ub530\ub77c \uac1c\uc218, \ud3c9\uade0, \ubc31\ubd84\uc704\uc218 \ub610\ub294 \uc774\uc0c1 \uc810\uc218\uc640 \uac19\uc740 \uc9c0\ud45c\ub97c \uc9c0\uc18d\uc801\uc73c\ub85c \uacc4\uc0b0\ud569\ub2c8\ub2e4. <em>\uc608\uc2dc:<\/em> \uc2e4\uc2dc\uac04 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ud154\ub808\uba54\ud2b8\ub9ac\ub97c \uc9d1\uacc4\ud558\uc5ec \ud2b8\ub798\ud53d \uae09\uc99d\uc744 \uac10\uc9c0\ud558\uace0, \ud65c\uc131 \uc0ac\uc6a9\uc790\ub97c \ubaa8\ub2c8\ud130\ub9c1\ud558\uba70, \uc624\ub958\uc728 \uc99d\uac00\ub97c \ud30c\uc545\ud558\uace0, \ubb38\uc81c\uac00 \uace0\uac1d\uc5d0\uac8c \uc601\ud5a5\uc744 \ubbf8\uce58\uae30 \uc804\uc5d0 \uacbd\uace0\ub97c \ud2b8\ub9ac\uac70\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\uac83\uc740 \uc9c8\uc801 \ubc0f \uc591\uc801 \ub370\uc774\ud130\uc5d0 \uc0ac\uc6a9\ub418\ub294 \ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95\uc758 \uba87 \uac00\uc9c0 \uc608\uc5d0 \ubd88\uacfc\ud569\ub2c8\ub2e4. \ubc29\ubc95\uc758 \uc120\ud0dd\uc740 \uc5f0\uad6c \ubaa9\uc801, \ub370\uc774\ud130\uc758 \uc720\ud615, \uac00\uc6a9 \uc790\uc6d0, \uadf8\ub9ac\uace0 \ub2e4\ub8e8\uc5b4\uc57c \ud560 \uad6c\uccb4\uc801\uc778 \uc9c8\ubb38\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4. \uc5f0\uad6c\uc790\ub4e4\uc740 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \ud3ec\uad04\uc801\uc778 \uc774\ud574\ub97c \uc5bb\uace0 \uc758\ubbf8 \uc788\ub294 \uacb0\ub860\uc744 \ub3c4\ucd9c\ud558\uae30 \uc704\ud574 \uc885\uc885 \uc5ec\ub7ec \ubc29\ubc95\uc744 \uc870\ud569\ud558\uc5ec \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-data-analysis-methods-for-real-time-and-operational-data\" class=\"wp-block-heading\">\uc2e4\uc2dc\uac04 \ubc0f \uc6b4\uc601 \ub370\uc774\ud130\ub97c \uc704\ud55c \ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc804\ud1b5\uc801\uc778 \ubc30\uce58 \ubd84\uc11d\uc740 \ub370\uc774\ud130\ub97c \ucd94\ucd9c, \ubcc0\ud658, \uc801\uc7ac(ETL)\ud55c \ud6c4\uc5d0 \ucc98\ub9ac\ud558\ubbc0\ub85c \uc774\ub825 \ubcf4\uace0 \ubc0f \uc7a5\uae30 \ucd94\uc138 \ubd84\uc11d\uc5d0 \ub9e4\uc6b0 \uc801\ud569\ud569\ub2c8\ub2e4. \uc774\uc640 \ub300\uc870\uc801\uc73c\ub85c, \uc2e4\uc2dc\uac04 \ub370\uc774\ud130 \ubd84\uc11d\uc740 \ub370\uc774\ud130\uac00 \uc0dd\uc131\ub418\ub294 \uc2dc\uc810\uc5d0 \ubd84\uc11d\uc744 \uc218\ud589\ud558\uc5ec \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \ud2b8\ub79c\uc7ad\uc158\uc774 \uc9c4\ud589\ub418\ub294 \ub3d9\uc548 \uc758\uc0ac \u51b3\u7b56\uc744 \ub0b4\ub9b4 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc608\uc57d\ub41c \uc791\uc5c5\uc774 \uc2e4\ud589\ub420 \ub54c\uae4c\uc9c0 \uae30\ub2e4\ub9ac\ub294 \ub300\uc2e0, \uc6b4\uc601 \ubd84\uc11d\uc744 \ud1b5\ud574 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \uc2e4\uc2dc\uac04 \ub370\uc774\ud130\ub97c \uc218 \ubc00\ub9ac\ucd08 \ub610\ub294 \uc218 \ucd08 \ub0b4\uc5d0 \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\ub7ec\ud55c \ubcc0\ud654\ub294 \uc989\uac01\uc801\uc778 \ud1b5\ucc30\ub825\uc5d0 \uc758\uc874\ud558\ub294 \ud604\ub300 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \ud2b9\ud788 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc0ac\uc6a9\uc790 \ub9de\ucda4\ud615 \uc124\uc815:<\/strong> \ucd94\ucc9c \uc5d4\uc9c4, \ub3d9\uc801 \uac00\uaca9 \ucc45\uc815, \uadf8\ub9ac\uace0 \uac1c\uc778\ud654\ub41c \ucf58\ud150\uce20\ub294 \ucd94\uac00\uc801\uc778 \uc9c0\uc5f0 \uc5c6\uc774 \uc0ac\uc6a9\uc790\uac00 \uad00\ub828\uc131 \ub192\uc740 \uacbd\ud5d8\uc744 \ubc1b\uc744 \uc218 \uc788\ub3c4\ub85d \uc5c4\uaca9\ud55c \uc9c0\uc5f0 \uc2dc\uac04 \uc694\uad6c\uc0ac\ud56d\uc744 \ucda9\uc871\ud558\ub294 \ub3d9\uc2dc\uc5d0 \uc2e4\uc2dc\uac04 \uc0ac\uc6a9\uc790 \ud589\ub3d9\uc744 \ubd84\uc11d\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc0ac\uae30 \ubc0f \uc774\uc0c1 \uc9d5\ud6c4 \ud0d0\uc9c0:<\/strong> \uae08\uc735 \uc11c\ube44\uc2a4, \uc804\uc790\uc0c1\uac70\ub798, \ubcf4\uc548 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \ud53c\ud574\ub97c \uc720\ubc1c\ud558\uae30 \uc804\uc5d0 \uc758\uc2ec\uc2a4\ub7ec\uc6b4 \ud65c\ub3d9\uc744 \uc2dd\ubcc4\ud558\uae30 \uc704\ud574 \ub4e4\uc5b4\uc624\ub294 \uac70\ub798\ub97c \uacfc\uac70 \ud328\ud134 \ubc0f \ud589\ub3d9 \ubaa8\ub378\uacfc \uc9c0\uc18d\uc801\uc73c\ub85c \ube44\uad50\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uad00\uce21\uac00\ub2a5\uc131:<\/strong> \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \ud300\uc740 \uc131\ub2a5 \uc800\ud558\ub97c \uac10\uc9c0\ud558\uace0, \uc7a5\uc560\ub97c \ud2b8\ub7ec\ube14\uc288\ud305\ud558\uba70, \uc11c\ube44\uc2a4 \uc218\uc900 \ubaa9\ud45c(SLO)\ub97c \uc720\uc9c0\ud558\uae30 \uc704\ud574 \ubd84\uc0b0 \uc11c\ube44\uc2a4 \uc804\ubc18\uc758 \ub85c\uadf8, \uc9c0\ud45c, \ucd94\uc801 \ubc0f \uc774\ubca4\ud2b8\ub97c \uc2e4\uc2dc\uac04\uc73c\ub85c \uc218\uc9d1\ud569\ub2c8\ub2e4.&nbsp;<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\ub7ec\ud55c \uc0ac\uc6a9 \uc0ac\ub840\ub4e4\uc740 \ub370\uc774\ud130\uac00 \ubcc4\ub3c4\uc758 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc73c\ub85c \ubcf5\uc0ac\ub420 \ub54c\uae4c\uc9c0 \uae30\ub2e4\ub9ac\ub294 \ub300\uc2e0, \ud604\uc7ac \uc6b4\uc601 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \uc9c1\uc811 \uc2e4\ud589\ub418\ub294 \ubd84\uc11d \ucffc\ub9ac\ub97c \ud1b5\ud574 \uc6b4\uc601 \ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \uc758\uc874\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc811\uadfc \ubc29\uc2dd\uc740 \ub370\uc774\ud130 \uc774\ub3d9\uc744 \uc904\uc774\uace0, \uc774\ubca4\ud2b8\uc640 \ud1b5\ucc30 \uc0ac\uc774\uc758 \uc2dc\uac04\uc744 \ub2e8\ucd95\ud558\uba70, \ub354 \ube60\ub978 \uc6b4\uc601 \uacb0\uc815\uc744 \uac00\ub2a5\ud558\uac8c \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ud604\ub300 \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ubd84\uc11d \ud50c\ub7ab\ud3fc\uc740 \ud2b8\ub79c\uc7ad\uc158 \ubc0f \ubd84\uc11d \uae30\ub2a5\uc744 \uacb0\ud569\ud558\uc5ec \uc774 \ubaa8\ub378\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, <a href=\"https:\/\/www.couchbase.com\/blog\/ko\/products\/analytics\/\">\ucfe0\ubc84\ub124\ud2f0\uc2a4 \uc560\ub110\ub9ac\ud2f1\uc2a4<\/a> \ud2b8\ub79c\uc7ad\uc158 \uc6cc\ud06c\ub85c\ub4dc \uc131\ub2a5\uc5d0 \uc601\ud5a5\uc744 \uc8fc\uc9c0 \uc54a\uace0 \ub77c\uc774\ube0c \uc6b4\uc601 \ub370\uc774\ud130\uc5d0 \ub300\ud574 \ubcf5\uc7a1\ud55c \ubd84\uc11d \ucffc\ub9ac\ub97c \uc2e4\ud589\ud558\ub294 \uc5f4 \uae30\ubc18 \ubd84\uc11d \uc11c\ube44\uc2a4\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-analyzing-json-and-semi-structured-data\" class=\"wp-block-heading\">JSON \ubc0f \uc900\uad6c\uc870\ud654\ub41c \ub370\uc774\ud130 \ubd84\uc11d<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \ud589\uacfc \uc5f4 \ub300\uc2e0 JSON \ubb38\uc11c\ub85c \ub370\uc774\ud130\ub97c \uc810\uc810 \ub354 \ub9ce\uc774 \uc800\uc7a5\ud568\uc5d0 \ub530\ub77c, \ubd84\uc11d \uae30\ubc95\ub3c4 \ub354\uc6b1 \uc720\uc5f0\ud55c \ub370\uc774\ud130 \ubaa8\ub378\uc5d0 \ub9de\ucdb0 \uc801\uc751\ud574\uc57c \ud569\ub2c8\ub2e4. \uc804\ud1b5\uc801\uc778 \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc640 \ub2ec\ub9ac, JSON \ubb38\uc11c\ub294 \ub808\ucf54\ub4dc\ub9c8\ub2e4 \uad6c\uc870\uac00 \ub2e4\ub97c \uc218 \uc788\uc73c\ubbc0\ub85c, \ubc18\uc815\ud615 \ub370\uc774\ud130 \ubd84\uc11d\uc774 \ub354\uc6b1 \uc5ed\ub3d9\uc801\uc73c\ub85c \uc774\ub8e8\uc5b4\uc9c0\uba70 \ubd84\uc11d \uc804 \uc5c4\uaca9\ud55c \uc804\ucc98\ub9ac\ub098 \uc2a4\ud0a4\ub9c8 \uc815\uaddc\ud654\uc758 \ud544\uc694\uc131\uc774 \uc904\uc5b4\ub4ed\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774 \uc720\uc5f0\uc131\uc740 \ud300\uc774 JSON \ubd84\uc11d \ubc0f NoSQL \ubd84\uc11d\uc744 \uc218\ud589\ud558\ub294 \ubc29\uc2dd\uc744 \uc5ec\ub7ec \uac00\uc9c0 \uc911\uc694\ud55c \ubc29\uc2dd\uc73c\ub85c \ubcc0\ud654\uc2dc\ud0b5\ub2c8\ub2e4.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc911\ucca9\ub41c \uac1d\uccb4\uc640 \ubc30\uc5f4\uc5d0\ub294 \uacbd\ub85c \uc778\uc2dd \ucffc\ub9ac\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/strong> \uc5ec\ub7ec \uac1c\uc758 \uc815\uaddc\ud654\ub41c \ud14c\uc774\ube14\uc744 \uc870\uc778\ud558\ub294 \ub300\uc2e0, \ubd84\uc11d\uac00\ub4e4\uc740 JSON \ubb38\uc11c \ub0b4\uc5d0\uc11c \uc911\ucca9\ub41c \ud544\ub4dc\uc640 \ubc30\uc5f4\uc744 \uc9c1\uc811 \uc870\ud68c\ud558\uc5ec, \ubb38\uc11c \uad6c\uc870\ub97c \uc774\ud574\ud558\ub294 \ucffc\ub9ac \uc5b8\uc5b4\ub97c \ud544\uc694\ub85c \ud558\uba74\uc11c\ub3c4 \uad00\ub828\ub41c \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uc811\uadfc\uc744 \ub2e8\uc21c\ud654\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\uc2a4\ud0a4\ub9c8 \uc9c4\ud654\ub294 \uc608\uc0c1\ub418\uc5b4\uc57c \ud55c\ub2e4.<\/strong> \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc774 \uc9c4\ud654\ud568\uc5d0 \ub530\ub77c \uae30\uc874 \ubb38\uc11c\uc5d0\ub294 \uc5c6\ub294 \uc0c8\ub85c\uc6b4 \ud544\ub4dc\uac00 \ucd94\uac00\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubd84\uc11d \ucffc\ub9ac\ub294 \ube44\uc6a9\uc774 \ub9ce\uc774 \ub4dc\ub294 \uc2a4\ud0a4\ub9c8 \ub9c8\uc774\uadf8\ub808\uc774\uc158\uc744 \uc694\uad6c\ud558\uc9c0 \uc54a\uace0\ub3c4 \ub204\ub77d\ub418\uac70\ub098 \uc120\ud0dd\uc801\uc778 \ud544\ub4dc\ub97c \uc720\uc5f0\ud558\uac8c \ucc98\ub9ac\ud574\uc57c \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\ubb38\uc11c \uc218\uc900\uc758 \ubb38\ub9e5\uc774 \uc9d1\uacc4 \ud328\ud134\uc744 \ubcc0\uacbd\ud569\ub2c8\ub2e4.<\/strong> \uad00\ub828 \uc815\ubcf4\uac00 \uc885\uc885 \ub2e8\uc77c \ubb38\uc11c\uc5d0 \ud568\uaed8 \uc800\uc7a5\ub418\uae30 \ub54c\ubb38\uc5d0, \ub9ce\uc740 \ubd84\uc11d \uc791\uc5c5\uc740 \uad00\uacc4\ud615 \ub370\uc774\ud130\ubca0\uc774\uc2a4\uc5d0 \ube44\ud574 \ub354 \uc801\uc740 \uc218\uc758 \uc870\uc778\uc744 \ud544\uc694\ub85c \ud569\ub2c8\ub2e4. \ub300\uc2e0, \uc778\uc0ac\uc774\ud2b8\ub97c \ub3c4\ucd9c\ud558\uae30 \uc704\ud574 \uc911\ucca9\ub41c \uceec\ub809\uc158\uacfc \ubb38\uc11c \uacc4\uce35 \uad6c\uc870\ub97c \uac00\ub85c\uc9c8\ub7ec \uc9d1\uacc4\uac00 \ube48\ubc88\ud558\uac8c \uc218\ud589\ub429\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4\ub294 JSON \ubb38\uc11c\uc640 \ud568\uaed8 \uc791\ub3d9\ud558\ub3c4\ub85d \uae30\uc874 SQL \uad6c\ubb38\uc744 \ud655\uc7a5\ud55c SQL++ \ubd84\uc11d\uc744 \uc9c0\uc6d0\ud569\ub2c8\ub2e4. \uac1c\ubc1c\uc790\uac00 \ub370\uc774\ud130\ub97c \uad00\uacc4\ud615 \ud14c\uc774\ube14\ub85c \uac15\uc81c\ub85c \ud3c9\ud0c4\ud654\ud558\ub3c4\ub85d \ud558\ub294 \ub300\uc2e0, SQL++\uc740 \ubd84\uc11d\uac00\uac00 SQL\uacfc \uc720\uc0ac\ud55c \ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc911\ucca9\ub41c \uac1c\uccb4, \ubc30\uc5f4 \ubc0f \uc9c4\ud654\ud558\ub294 \uc2a4\ud0a4\ub9c8\ub97c \ucffc\ub9ac\ud560 \uc218 \uc788\ub3c4\ub85d \ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ubb38\uc11c \uc9c0\ud5a5 \ub370\uc774\ud130 \ubaa8\ub378\uc758 \uc720\uc5f0\uc131\uc744 \uc720\uc9c0\ud558\uba74\uc11c JSON \ubd84\uc11d\uc5d0 \ub354 \uc27d\uac8c \uc811\uadfc\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-choosing-the-right-data-analysis-methodology\" class=\"wp-block-heading\">\uc62c\ubc14\ud55c \ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95\ub860 \uc120\ud0dd\ud558\uae30<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ucd5c\uace0\uc758 \ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95\ub860\uc740 \ubd84\uc11d \uc911\uc778 \ub370\uc774\ud130\uc758 \uc720\ud615, \uc778\uc0ac\uc774\ud2b8\ub97c \ub3c4\ucd9c\ud574\uc57c \ud558\ub294 \uc18d\ub3c4, \uadf8\ub9ac\uace0 \ub2ec\uc131\ud558\uace0\uc790 \ud558\ub294 \uacb0\uacfc\uc758 \uc885\ub958\ub77c\ub294 \uc138 \uac00\uc9c0 \uc8fc\uc694 \uc694\uc18c\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4. \ub2e8\uc77c \uc811\uadfc\ubc95\uc744 \uc120\ud0dd\ud558\uae30\ubcf4\ub2e4\ub294 \ub9ce\uc740 \ud300\uc774 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ub77c\uc774\ud504\uc0ac\uc774\ud074 \uc804\ubc18\uc5d0 \uac78\uccd0 \ub2e4\uc591\ud55c \uc9c8\ubb38\uc5d0 \ub2f5\ud558\uae30 \uc704\ud574 \uc5ec\ub7ec \ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95\uc744 \uacb0\ud569\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\ub370\uc774\ud130 \ubd84\uc11d \uae30\ubc95\uc744 \uc120\ud0dd\ud560 \ub54c \ub2e4\uc74c\uc758 \uc758\uc0ac\uacb0\uc815 \ud504\ub808\uc784\uc6cc\ud06c\ub97c \uc0ac\uc6a9\ud558\uc138\uc694:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\ud310\ub2e8 \uae30\uc900<\/strong><\/td><td><strong>\ucd5c\uc801\ud569<\/strong><\/td><\/tr><tr><td><strong>\ub370\uc774\ud130 \uc720\ud615<\/strong><\/td><td>\uba54\ud2b8\ub9ad, \ub85c\uadf8, \ud154\ub808\uba54\ud2b8\ub9ac \uac19\uc740 \uc815\ud615\ud654\ub41c \uc218\uce58 \ub370\uc774\ud130\uc5d0\ub294 \uc591\uc801 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\uc138\uc694. \uc0ac\uc6a9\uc790 \ud53c\ub4dc\ubc31, \uc9c0\uc6d0 \ud2f0\ucf13, \uc778\ud130\ubdf0, \uc138\uc158 \ub179\ud654 \uac19\uc740 \ube44\uc815\ud615 \uc815\ubcf4\ub97c \ubd84\uc11d\ud558\ub824\uba74 \uc9c8\uc801 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\uc138\uc694.<\/td><\/tr><tr><td><strong>\ud0c0\uc774\ubc0d \uc694\uad6c \uc0ac\ud56d<\/strong><\/td><td>\uc0ac\uae30 \ud0d0\uc9c0, \uac1c\uc778\ud654, \uad00\uce21 \uac00\ub2a5\uc131\uacfc \uac19\uc774 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc5d0 \uc989\uac01\uc801\uc778 \uacb0\uc815\uc774 \ud544\uc694\ud560 \ub54c\ub294 \uc2e4\uc2dc\uac04 \ubd84\uc11d\uc744 \uc120\ud0dd\ud558\uc138\uc694. \ubcf4\uace0, \ud2b8\ub80c\ub4dc \ubd84\uc11d, \uc608\uce21, \uc7a5\uae30 \uacc4\ud68d\uc744 \uc704\ud574\uc11c\ub294 \ubc30\uce58 \ub610\ub294 \uacfc\uac70 \ubd84\uc11d\uc744 \uc120\ud0dd\ud558\uc138\uc694.<\/td><\/tr><tr><td><strong>\uacb0\uacfc \uc720\ud615<\/strong><\/td><td>\uc815\uc131\uc801 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc0ac\uc6a9\uc790\uac00 \uc65c \uadf8\ub807\uac8c \ud589\ub3d9\ud558\ub294\uc9c0 \ud0d0\uc0c9\ud558\uace0 \uc774\ud574\ud558\uba70, \uc0c8\ub86d\uac8c \ub300\ub450\ub418\ub294 \ud14c\ub9c8\ub97c \ud30c\uc545\ud558\uc138\uc694. \ud1b5\uacc4\uc801 \uce21\uc815, \uc131\uacfc \ubca4\uce58\ub9c8\ud0b9, \uac00\uc124 \uac80\uc815 \ub610\ub294 \ub300\uaddc\ubaa8 \uac80\uc99d\uc774 \ud544\uc694\ud55c \uacbd\uc6b0\uc5d0\ub294 \uc815\ub7c9\uc801 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud558\uc138\uc694.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\uc2e4\uc81c\ub85c \ub300\ubd80\ubd84\uc758 \ud504\ub85c\ub355\uc158 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ud658\uacbd\uc740 \ud63c\ud569 \ubc29\ubc95\ub860 \uc811\uadfc\ubc95\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \uc81c\ud488 \ud300\uc740 \uace0\uac1d\uc758 \uc694\uad6c, \uc0ac\uc6a9\uc131 \ubb38\uc81c, \uae30\ub2a5 \uc694\uccad\uc744 \uc774\ud574\ud558\uae30 \uc704\ud574 \uc815\uc131\uc801 \ubd84\uc11d\uc5d0 \uc8fc\ub85c \uc758\uc874\ud558\ub294 \ubc18\uba74, \uc5d4\uc9c0\ub2c8\uc5b4\ub9c1 \ubc0f \uc6b4\uc601 \ud300\uc740 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc131\ub2a5\uc744 \uce21\uc815\ud558\uace0, \uc0ac\uc6a9 \ud328\ud134\uc744 \ubaa8\ub2c8\ud130\ub9c1\ud558\uba70, \ubcc0\uacbd \uc0ac\ud56d\uc758 \uc601\ud5a5\uc744 \uac80\uc99d\ud558\uae30 \uc704\ud574 \uc815\ub7c9\uc801 \ubd84\uc11d\uc744 \uc0ac\uc6a9\ud569\ub2c8\ub2e4. \ub450 \uc811\uadfc\ubc95\uc744 \uacb0\ud569\ud558\uba74 \uc5b4\ub290 \ud55c\ucabd\ub9cc \uc0ac\uc6a9\ud558\ub294 \uac83\ubcf4\ub2e4 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc758 \uc0c1\ud0dc\uc640 \uc0ac\uc6a9\uc790 \uacbd\ud5d8\uc5d0 \ub300\ud574 \ub354 \uc628\uc804\ud55c \uc804\uccb4\uc801\uc778 \uadf8\ub9bc\uc744 \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-common-data-analysis-obstacles\" class=\"wp-block-heading\">\uc77c\ubc18\uc801\uc778 \ub370\uc774\ud130 \ubd84\uc11d \uc7a5\uc560\ubb3c<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\ub370\uc774\ud130 \ubd84\uc11d \uacfc\uc815\uc5d0\uc11c \uc815\ud655\ud558\uace0 \uc758\ubbf8 \uc788\ub294 \uc778\uc0ac\uc774\ud2b8\ub97c \uc5bb\ub294 \ub370 \ubc29\ud574\uac00 \ub418\ub294 \uc7a5\uc560\ubb3c\uc5d0 \ubd80\ub52a\ud790 \uac00\ub2a5\uc131\uc774 \ub192\uc2b5\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uba87 \uac00\uc9c0 \ud754\ud55c \ubb38\uc81c\ub4e4\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\ub370\uc774\ud130 \ud488\uc9c8 \uc800\ud558:<\/strong> \ub370\uc774\ud130\ub97c \uc2e0\uc911\ud558\uac8c \uc815\uc81c\ud558\uace0 \uc804\ucc98\ub9ac\ud558\uc5ec \uce58\uba85\uc801\uc778 \ub370\uc774\ud130 \ud488\uc9c8 \ubb38\uc81c\ub97c \uc608\ubc29\ud558\uc138\uc694.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\ub370\uc774\ud130 \ubd80\uc871 \ub610\ub294 \ub300\ud45c\uc131 \ubd80\uc871:<\/strong> \uc218\uc9d1\ub41c \ub370\uc774\ud130\uac00 \uad00\ub828 \ubcc0\uc218\ub97c \ub2e4\ub8e8\uc9c0 \uc54a\uac70\ub098 \ub2e4\uc591\uc131\uc774 \ubd80\uc871\ud55c \uacbd\uc6b0, \ub3c4\ucd9c\ub41c \uc778\uc0ac\uc774\ud2b8\uac00 \uc81c\ud55c\uc801\uc774\uac70\ub098 \ud3b8\ud5a5\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\ub3c4\uba54\uc778 \uc9c0\uc2dd \ubd80\uc871<\/strong> \ub370\uc774\ud130 \ubd84\uc11d\uc740 \uacb0\uacfc\ub97c \uc815\ud655\ud558\uac8c \ud574\uc11d\ud558\uae30 \uc704\ud574 \uc885\uc885 \ub3c4\uba54\uc778 \uc9c0\uc2dd\uc744 \ud544\uc694\ub85c \ud569\ub2c8\ub2e4. \ud574\ub2f9 \ubd84\uc57c\uc5d0 \ub300\ud55c \ucca0\uc800\ud55c \uc774\ud574\uac00 \uc5c6\ub2e4\uba74, \ub370\uc774\ud130\uc5d0\uc11c \uc720\uc758\ubbf8\ud55c \ud328\ud134\uc774\ub098 \uad00\uacc4\ub97c \ud30c\uc545\ud558\ub294 \uac83\uc774 \uc5b4\ub824\uc6b8 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\ub370\uc774\ud130\uc758 \ubcf5\uc7a1\uc131\uacfc \uc591:<\/strong> \ud06c\uace0 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130\uc14b\uc740 \ucc98\ub9ac, \ubd84\uc11d, \ud574\uc11d\uc5d0 \uc5b4\ub824\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\ub824\uba74 \ub370\uc774\ud130\uc758 \uc591\uacfc \ubcf5\uc7a1\uc131\uc744 \ud6a8\uacfc\uc801\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\ub294 \uace0\uae09 \uae30\uc220\uacfc \ub3c4\uad6c\uac00 \ud544\uc694\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uc2a4\ud0a4\ub9c8 \uac00\ubcc0\uc131:<\/strong> \ubc18\uad6c\uc870\ud654 \ub370\uc774\ud130\uc640 JSON \ub370\uc774\ud130\ub294 \uc2dc\uac04\uc774 \ud750\ub984\uc5d0 \ub530\ub77c \uc9c4\ud654\ud558\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc73c\uba70, \uc774\ub85c \uc778\ud574 \uc5c4\uaca9\ud55c \uc804\ucc98\ub9ac \ud30c\uc774\ud504\ub77c\uc778\uc740 \uc720\uc9c0\ubcf4\uc218\uac00 \uc5b4\ub824\uc6cc\uc9d1\ub2c8\ub2e4. \uc720\uc5f0\ud55c \ub370\uc774\ud130 \ucc98\ub9ac \ubc0f \ucffc\ub9ac \uae30\ubc95\uc740 \uc9c0\uc18d\uc801\uc778 \uc7ac\uc791\uc5c5 \uc5c6\uc774 \ubcc0\uacbd\ub418\ub294 \uc2a4\ud0a4\ub9c8\ub97c \ubd84\uc11d\ud558\ub294 \ub370 \ud544\uc218\uc801\uc785\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uc6b4\uc601 \ubc0f \ubd84\uc11d \ub370\uc774\ud130 \uc0ac\uc774\ub85c:<\/strong> \uc6b4\uc601 \ub370\uc774\ud130\ub97c \ubcc4\ub3c4\uc758 \ubd84\uc11d \uc2dc\uc2a4\ud15c\uc73c\ub85c \uc774\ub3d9\ud558\uba74 \uc9c0\uc5f0 \uc2dc\uac04\uc774 \ubc1c\uc0dd\ud558\uace0 \ub370\uc774\ud130 \uad00\ub9ac \ubcf5\uc7a1\uc131\uc774 \uac00\uc911\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130\ubca0\uc774\uc2a4 \ub124\uc774\ud2f0\ube0c \ubd84\uc11d\uc740 \ub370\uc774\ud130 \uc774\ub3d9\uc744 \uc904\uc774\uace0 \ub77c\uc774\ube0c \uc6b4\uc601 \ub370\uc774\ud130\ub85c\ubd80\ud130 \ub354 \ube60\ub978 \ud1b5\ucc30\ub825\uc744 \uc5bb\uc744 \uc218 \uc788\ub3c4\ub85d \ud574\uc90d\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\uc774\ub7ec\ud55c \uc7a5\uc560\ubb3c\uc744 \uadf9\ubcf5\ud558\ub824\uba74 \ub370\uc774\ud130 \ud488\uc9c8\uc5d0 \uc138\uc2ec\ud55c \uc8fc\uc758\ub97c \uae30\uc6b8\uc774\uace0, \ub300\ud45c\uc131 \uc788\ub294 \ub370\uc774\ud130\ub97c \ud655\ubcf4\ud558\uba70, \ub3c4\uba54\uc778 \uc9c0\uc2dd\uc744 \uc2b5\ub4dd\ud558\uace0, \uc801\uc808\ud55c \ub3c4\uad6c\uc640 \uae30\ubc95\uc744 \ud65c\uc6a9\ud558\uba70, \ub370\uc774\ud130 \uc774\ub3d9\uc744 \ucd5c\uc18c\ud654\ud574\uc57c \ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uacfc\uc81c\ub4e4\uc744 \ud574\uacb0\ud568\uc73c\ub85c\uc368 \ub370\uc774\ud130 \ubd84\uc11d\uac00\ub294 \ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95\uc758 \uc2e0\ub8b0\uc131\uacfc \ud0c0\ub2f9\uc131\uc744 \ub192\uc5ec \ub354 \uc815\ud655\ud558\uace0 \ud1b5\ucc30\ub825 \uc788\ub294 \uacb0\uacfc\ub97c \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<h2 id=\"h-key-takeaways-nbsp\" class=\"wp-block-heading\">\uc8fc\uc694 \ub0b4\uc6a9&nbsp;<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95\uc740 \uc870\uc9c1\uc774 \uc6d0\uc2dc \ub370\uc774\ud130\ub97c \uc758\uc0ac\uacb0\uc815\uc744 \uac1c\uc120\ud558\uace0, \uc6b4\uc601\uc744 \ucd5c\uc801\ud654\ud558\uba70, \ub354 \ub098\uc740 \uace0\uac1d \uacbd\ud5d8\uc744 \ucc3d\ucd9c\ud558\ub294 \uc2e4\ud589 \uac00\ub2a5\ud55c \ud1b5\ucc30\ub825\uc73c\ub85c \uc804\ud658\ud558\ub3c4\ub85d \ub3d5\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc62c\ubc14\ub978 \uc811\uadfc\ubc95\uc744 \uc120\ud0dd\ud558\ub294 \uac83\uc740 \ub370\uc774\ud130, \ubaa9\ud45c, \uadf8\ub9ac\uace0 \uc2dc\uac04 \uc694\uad6c \uc0ac\ud56d\uc5d0 \ub530\ub77c \ub2e4\ub985\ub2c8\ub2e4. \uc815\uc131\uc801 \ubc29\ubc95\uc740 \uc65c \uadf8\ub7f0 \uc77c\uc774 \uc77c\uc5b4\ub098\uace0 \uc788\ub294\uc9c0 \uc124\uba85\ud558\ub294 \ubc18\uba74, \uc815\ub7c9\uc801 \ubc29\ubc95\uc740 \ubb34\uc5c7\uc774 \uc77c\uc5b4\ub098\uace0 \uc788\uc73c\uba70 \uadf8\uac83\uc774 \uc5bc\ub9c8\ub098 \uc911\uc694\ud55c\uc9c0 \uce21\uc815\ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95\ub860\uc740 \ud604\ub300\uc758 \uc560\ud50c\ub9ac\ucf00\uc774\uc158 \uc544\ud0a4\ud14d\ucc98\uc640 \ud568\uaed8 \uc9c4\ud654\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \uc624\ub298\ub0a0\uc5d0\ub294 \uc2e4\uc2dc\uac04, \uc6b4\uc601 \ubc0f JSON \ub124\uc774\ud2f0\ube0c \ubd84\uc11d\uc774 \uc804\ud1b5\uc801\uc778 \uc815\uc131\uc801, \uc815\ub7c9\uc801 \uae30\ubc95\uc744 \ubcf4\uc644\ud558\uc5ec \ub370\uc774\ud130 \uae30\ubc18 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc744 \uc9c0\uc6d0\ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ud604\ub300 \uc560\ud50c\ub9ac\ucf00\uc774\uc158\uc740 \uc2e4\uc2dc\uac04 \uc6b4\uc601 \ub370\uc774\ud130 \ubc0f \ubc18\uad6c\uc870\ud654\ub41c \ub370\uc774\ud130\uc758 \ubd84\uc11d\uc5d0 \uc810\uc810 \ub354 \uc758\uc874\ud558\uace0 \uc788\uc73c\uba70, \uc774\ub97c \ud1b5\ud574 \uac1c\uc778\ud654, \uc0ac\uae30 \ud0d0\uc9c0, \uac00\uad00\uce21\uc131(observability) \ubc0f \uae30\ud0c0 \uc2e4\uc2dc\uac04 \uc0ac\uc6a9 \uc0ac\ub840\uc5d0\uc11c \ub354 \ube60\ub978 \uc758\uc0ac\uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uac8c \ud569\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\uc62c\ubc14\ub978 \ubd84\uc11d \uae30\ubc95\uc744 \ud604\ub300\uc801\uc778 \ub370\uc774\ud130 \ud50c\ub7ab\ud3fc\uacfc \uacb0\ud569\ud558\uba74 \uc870\uc9c1\uc774 \ud2b8\ub80c\ub4dc\ub97c \ud30c\uc545\ud558\uace0, \uc131\uacfc\ub97c \uac1c\uc120\ud558\uba70, \ub354 \ub9ce\uc740 \uc815\ubcf4\ub97c \ubc14\ud0d5\uc73c\ub85c \ube44\uc988\ub2c8\uc2a4 \ubc0f \uc6b4\uc601 \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \ub300\ud574 \ub354 \uc790\uc138\ud788 \uc54c\uc544\ubcf4\ub824\uba74 \ub2e4\uc74c \ub9ac\uc18c\uc2a4\ub97c \ud655\uc778\ud558\uc138\uc694:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/concepts\/what-is-big-data-analytics\/\">\ube45\ub370\uc774\ud130 \ubd84\uc11d\uc774\ub780 \ubb34\uc5c7\uc778\uac00\uc694?<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/concepts\/enterprise-analytics\/\">\uae30\uc5c5 \ubd84\uc11d<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/concepts\/unstructured-data\/\">\ube44\uc815\ud615 \ub370\uc774\ud130<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/concepts\/semi-structured-data\/\">\ubc18\uad6c\uc870\ud654 \ub370\uc774\ud130<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/concepts\/what-is-data-management\/\">\ub370\uc774\ud130 \uad00\ub9ac\ub780 \ubb34\uc5c7\uc778\uac00?<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/resources\/concepts\/data-platforms\/\">\ub370\uc774\ud130 \ud50c\ub7ab\ud3fc\uc774\ub780 \ubb34\uc5c7\uc778\uac00?<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/database-vs-data-warehouse\/\">\ub370\uc774\ud130\ubca0\uc774\uc2a4 \ub300 \ub370\uc774\ud130 \uc6e8\uc5b4\ud558\uc6b0\uc2a4: \ucc28\uc774\uc810, \uc0ac\uc6a9 \uc0ac\ub840, \uc608\uc2dc<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.couchbase.com\/blog\/ko\/products\/analytics\/\">\uce74\uc6b0\uce58\ubca0\uc774\uc2a4 \uc560\ub110\ub9ac\ud2f1\uc2a4 \uc81c\ud488 \ud398\uc774\uc9c0<\/a><\/p>\n\n\n\n<h2 id=\"h-frequently-asked-questions-about-data-analysis-methods\" class=\"wp-block-heading\">\ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95\uc5d0 \uad00\ud55c \uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38\ub4e4<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uc8fc\uc694 \ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95\uc5d0\ub294 \uc5b4\ub5a4 \uac83\ub4e4\uc774 \uc788\ub098\uc694? <\/strong>\uc138 \uac00\uc9c0 \uc8fc\uc694 \ub370\uc774\ud130 \ubd84\uc11d \ubc29\ubc95\uc740 \uc9c8\uc801, \uc591\uc801, \uadf8\ub9ac\uace0 \ud63c\ud569 \uc5f0\uad6c \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc9c8\uc801 \ubd84\uc11d\uc740 \ube44\uc218\uce58\uc801 \ub370\uc774\ud130\uc5d0\uc11c \uc8fc\uc81c, \ud328\ud134, \uadf8\ub9ac\uace0 \uc758\ubbf8\ub97c \ub3c4\ucd9c\ud558\uba70, \uc591\uc801 \ubd84\uc11d\uc740 \ud1b5\uacc4 \uae30\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc218\uce58 \ub370\uc774\ud130\ub97c \uce21\uc815\ud569\ub2c8\ub2e4. \ud63c\ud569 \ubc29\ubc95 \ubd84\uc11d\uc740 \ub450 \uc811\uadfc\ubc95\uc744 \uacb0\ud569\ud558\uc5ec \ubb38\uc81c\uc5d0 \ub300\ud55c \ub354 \uc644\uc804\ud55c \uc774\ud574\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\uc815\uc131\uc801 \ub370\uc774\ud130 \ubd84\uc11d\uacfc \uc815\ub7c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \ucc28\uc774\uc810\uc740 \ubb34\uc5c7\uc778\uac00\uc694? <\/strong>\uc815\uc131\uc801 \ub370\uc774\ud130 \ubd84\uc11d\uc740 \uc778\ud130\ubdf0, \uc0ac\uc6a9\uc790 \ud53c\ub4dc\ubc31, \uc9c0\uc6d0 \ud2f0\ucf13, \uad00\ucc30 \ub4f1\uc758 \ucd9c\ucc98\ub85c\ubd80\ud130 \uc758\ubbf8, \ub9e5\ub77d, \ud328\ud134\uc744 \ud574\uc11d\ud558\ub294 \ub370 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4. \uc815\ub7c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d\uc740 \ud1b5\uacc4\uc801 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec 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how teams extract meaning from raw data such as user behavior logs, application telemetry, and customer feedback. Two common approaches to analyzing data are qualitative and quantitative analysis. Each method offers different techniques for interpreting and understanding your findings. This blog post will explore qualitative and quantitative data analysis methods, their [&hellip;]<\/p>\n","protected":false},"author":82066,"featured_media":5615,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"_acf":"","footnotes":""},"categories":[127,136],"tags":[495,475],"ppma_author":[284],"class_list":["post-3250","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-application-design","category-best-practices-and-tutorials","tag-data-analysis","tag-data-analytics"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.6 (Yoast SEO v27.6) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Data Analysis Methods: Qualitative vs. Quantitative Techniques<\/title>\n<meta name=\"description\" content=\"Explore the differences between qualitative and quantitative data analysis methods, their applications, and how they help businesses make informed decisions.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.couchbase.com\/blog\/ko\/data-analysis-methods\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data Analysis Methods: Qualitative vs. Quantitative\" \/>\n<meta property=\"og:description\" content=\"Explore the differences between qualitative and quantitative data analysis methods, their applications, and how they help businesses make informed decisions.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.couchbase.com\/blog\/ko\/data-analysis-methods\/\" \/>\n<meta property=\"og:site_name\" content=\"The Couchbase Blog\" \/>\n<meta property=\"article:published_time\" content=\"2026-08-13T02:39:45+00:00\" \/>\n<meta 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