{"id":110,"date":"2024-05-15T21:22:45","date_gmt":"2024-05-15T21:22:45","guid":{"rendered":"https:\/\/cloudbyte7.com\/?p=110"},"modified":"2025-05-05T22:08:52","modified_gmt":"2025-05-05T22:08:52","slug":"unlocking-insights-demystifying-exploratory-data-analysis-eda","status":"publish","type":"post","link":"https:\/\/cloudbyte7.com\/ko\/unlocking-insights-demystifying-exploratory-data-analysis-eda\/","title":{"rendered":"\ud1b5\ucc30\ub825 \ud655\ubcf4\ud558\uae30: \ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc758 \uc774\ud574"},"content":{"rendered":"<div class=\"mx-5 sm:mx-0 prose text-left mb-5\">\n<h1>\ud1b5\ucc30\ub825 \ud655\ubcf4\ud558\uae30: \ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc758 \uc774\ud574<\/h1>\n<p>\ub370\uc774\ud130\ub97c \ub2e4\ub8e8\ub294 \uc77c\uc744 \ud574\ubcf8 \uc0ac\ub78c\uc774\ub77c\uba74 \ub204\uad6c\ub098 \uc0c8\ub85c\uc6b4 \ub370\uc774\ud130\uc14b\uc744 \uc811\ud560 \ub54c \uc5bc\ub9c8\ub098 \ubd80\ub2f4\uac10\uc744 \ub290\ub07c\ub294\uc9c0 \uc54c \uac83\uc785\ub2c8\ub2e4. \uac80\ud1a0\ud574\uc57c \ud560 \ub370\uc774\ud130 \uc591\ub3c4 \ub9ce\uace0 \uace0\ub824\ud574\uc57c \ud560 \ubcc0\uc218\ub3c4 \ub108\ubb34 \ub9ce\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \ubc14\ub85c \uc774\ub7f4 \ub54c \ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc774 \uc720\uc6a9\ud569\ub2c8\ub2e4. EDA\ub294 \ubcf4\ub2e4 \ubcf5\uc7a1\ud55c \ubd84\uc11d\uc774\ub098 \ubaa8\ub378\ub9c1\uc5d0 \ub4e4\uc5b4\uac00\uae30 \uc804\uc5d0 \ub370\uc774\ud130\ub97c \uc0b4\ud3b4\ubcf4\uace0 \uc774\ud574\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. EDA\ub97c \ud1b5\ud574 \ub370\uc774\ud130\uc5d0\uc11c \uadc0\uc911\ud55c \ud1b5\ucc30\ub825\uc744 \ucd94\ucd9c\ud558\uace0 \uc815\ubcf4\uc5d0 \uae30\ubc18\ud55c \uc758\uc0ac\uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc740 \ub370\uc774\ud130 \uacfc\ud559\uc790, \ubd84\uc11d\uac00, \uadf8\ub9ac\uace0 \ub370\uc774\ud130\uc5d0\uc11c \uac00\uce58 \uc788\ub294 \ud1b5\ucc30\ub825\uc744 \uc5bb\uace0\uc790 \ud558\ub294 \ubaa8\ub4e0 \uc0ac\ub78c\uc5d0\uac8c \ud544\uc218\uc801\uc778 \ub3c4\uad6c\uc785\ub2c8\ub2e4. EDA\ub97c \ud1b5\ud574 \ub370\uc774\ud130\ub97c \uccb4\uacc4\uc801\uc73c\ub85c \ubd84\uc11d\ud558\uc5ec \ud328\ud134, \uad00\uacc4, \uadf8\ub9ac\uace0 \uc774\uc0c1 \uc9d5\ud6c4\ub97c \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uacfc\uc815\uc5d0\uc11c \uc2dc\uac01\ud654 \uae30\ubc95\uc744 \ud65c\uc6a9\ud558\uc5ec \ub354\uc6b1 \uc2ec\uce35\uc801\uc778 \ud1b5\ucc30\ub825\uc744 \uc5bb\uace0 \uc815\ubcf4\uc5d0 \uae30\ubc18\ud55c \uc758\uc0ac\uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. EDA\ub294 \ubaa8\ub4e0 \ub370\uc774\ud130 \ubd84\uc11d \uc791\uc5c5\uc758 \uae30\ucd08\ub97c \ub2e4\uc9c0\ub294 \ub2e8\uacc4\uc774\uba70, \ub370\uc774\ud130 \uc138\ud2b8 \ub0b4\uc5d0 \uc874\uc7ac\ud558\ub294 \ud2b9\uc131, \ud328\ud134, \uadf8\ub9ac\uace0 \uad00\uacc4\ub97c \uc774\ud574\ud558\ub294 \ub370 \ub9e4\uc6b0 \uc911\uc694\ud55c \ub2e8\uacc4\uc785\ub2c8\ub2e4.<\/p>\n<h2>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \ud575\uc2ec<\/h2>\n<p>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc740 \ub370\uc774\ud130 \ubd84\uc11d \uc5ec\uc815\uc5d0\uc11c \ub9e4\uc6b0 \uc911\uc694\ud55c \ub2e8\uacc4\ub85c, \ubc29\ub300\ud55c \ub370\uc774\ud130\uc758 \uc138\uacc4\ub97c \ud5e4\uccd0\ub098\uac00\ub294 \ub098\uce68\ubc18 \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. EDA\ub294 \ubcf4\ub2e4 \ubcf5\uc7a1\ud55c \ubd84\uc11d\uc774\ub098 \ubaa8\ub378\ub9c1\uc5d0 \ub4e4\uc5b4\uac00\uae30 \uc804\uc5d0 \ub370\uc774\ud130\ub97c \uac80\ud1a0\ud558\uace0 \uc774\ud574\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \ub370\uc774\ud130 \uacfc\ud559\uc790, \ubd84\uc11d\uac00, \uadf8\ub9ac\uace0 \ub370\uc774\ud130\uc5d0\uc11c \uac00\uce58 \uc788\ub294 \ud1b5\ucc30\ub825\uc744 \uc5bb\uace0\uc790 \ud558\ub294 \ubaa8\ub4e0 \uc0ac\ub78c\uc5d0\uac8c \ud544\uc218\uc801\uc778 \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/p>\n<h3>EDA \uc815\uc758\ud558\uae30<\/h3>\n<p>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc740 \ub370\uc774\ud130\uac00 \uc2a4\uc2a4\ub85c \ub9d0\ud558\uac8c \ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \ub370\uc774\ud130\uc758 \uad6c\uc870\uc640 \ub0b4\uc6a9\uc744 \ubd84\uc11d\ud558\uace0, \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\ub97c \ud30c\uc545\ud558\uba70, \ud328\ud134\uacfc \ucd94\uc138\ub97c \ubc1d\ud600\ub0b4\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. ChartExpo\uc5d0 \ub530\ub974\uba74, EDA\ub294 \ubaa8\ub4e0 \ub370\uc774\ud130 \uae30\ubc18 \uc870\uc0ac\uc758 \ucd08\uc11d\uc774\uba70, \ub370\uc774\ud130 \uc138\ud2b8 \ub0b4\uc758 \uadfc\ubcf8\uc801\uc778 \ud328\ud134, \ucd94\uc138 \ubc0f \uad00\uacc4\ub97c \uc774\ud574\ud558\ub294 \ub370 \ud544\uc218\uc801\uc778 \uccab\uac78\uc74c\uc785\ub2c8\ub2e4.<\/p>\n<h3>EDA\uc758 \ubaa9\ud45c \ubc0f \ubaa9\uc801<\/h3>\n<p>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc758 \uc8fc\uc694 \ubaa9\ud45c\ub294 \ub370\uc774\ud130\uc758 \uc228\uaca8\uc9c4 \uad6c\uc870\ub97c \ubc1d\ud788\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub294 \ub370\uc774\ud130\uc758 \uc911\uc2ec \uacbd\ud5a5, \ubcc0\ub3d9\uc131, \ubd84\ud3ec\uc640 \uac19\uc740 \uc8fc\uc694 \ud2b9\uc131\uc744 \uc694\uc57d\ud568\uc73c\ub85c\uc368 \ub2ec\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c EDA\ub294 \ucd94\uac00 \uc870\uc0ac\uac00 \ud544\uc694\ud55c \uc774\uc0c1\uce58, \ud2b9\uc774\uac12 \ub610\ub294 \uacb0\uce21\uac12\uc744 \uc2dd\ubcc4\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<p>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc758 \ub610 \ub2e4\ub978 \ubaa9\uc801\uc740 \ucd94\uac00 \ubd84\uc11d\uc774\ub098 \ubaa8\ub378\ub9c1\uc5d0 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\ub294 \uac00\uc124\uacfc \ud1b5\ucc30\ub825\uc744 \ub3c4\ucd9c\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \ub370\uc774\ud130\ub97c \uc790\uc138\ud788 \ud0d0\uc0c9\ud568\uc73c\ub85c\uc368 \uc989\uc2dc \ub4dc\ub7ec\ub098\uc9c0 \uc54a\uc744 \uc218 \uc788\ub294 \ud765\ubbf8\ub85c\uc6b4 \ud328\ud134, \ucd94\uc138 \ub610\ub294 \uad00\uacc4\ub97c \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ud1b5\ucc30\ub825\uc740 \uc0c8\ub85c\uc6b4 \uc5f0\uad6c \uc9c8\ubb38\uc744 \uacf5\uc2dd\ud654\ud558\uace0, \uac00\uc124\uc744 \ub2e4\ub4ec\uac70\ub098, \uae30\uc874 \uac00\uc815\uc744 \uac80\uc99d\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc694\uc57d\ud558\uc790\uba74, \ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc740 \ubaa8\ub4e0 \ub370\uc774\ud130 \ubd84\uc11d \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c \ub9e4\uc6b0 \uc911\uc694\ud55c \uccab \ub2e8\uacc4\uc785\ub2c8\ub2e4. \ub370\uc774\ud130\ub97c \uc790\uc138\ud788 \ud0d0\uc0c9\ud568\uc73c\ub85c\uc368 \ub370\uc774\ud130\uc758 \uae30\ubcf8 \uad6c\uc870\ub97c \ub354 \uae4a\uc774 \uc774\ud574\ud558\uace0, \ucd94\uac00 \ubd84\uc11d\uc774\ub098 \ubaa8\ub378\ub9c1\uc5d0 \ub3c4\uc6c0\uc774 \ub418\ub294 \ud1b5\ucc30\ub825\uc744 \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\ub370\uc774\ud130 \uc720\ud615 \ubc0f \uad6c\uc870<\/h2>\n<p>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc740 \ubcf4\ub2e4 \ubcf5\uc7a1\ud55c \ubd84\uc11d\uc774\ub098 \ubaa8\ub378\ub9c1\uc5d0 \ub4e4\uc5b4\uac00\uae30 \uc804\uc5d0 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uace0 \uc774\ud574\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 EDA \uacfc\uc815\uc5d0\uc11c \uc811\ud560 \uc218 \uc788\ub294 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uc720\ud615\uacfc \uad6c\uc870\uc5d0 \ub300\ud574 \ub17c\uc758\ud569\ub2c8\ub2e4.<\/p>\n<h3>\uc591\uc801 \ub370\uc774\ud130 vs. \uc9c8\uc801 \ub370\uc774\ud130<\/h3>\n<p>\ub370\uc774\ud130\ub294 \uc591\uc801 \ub370\uc774\ud130\uc640 \uc9c8\uc801 \ub370\uc774\ud130\uc758 \ub450 \uac00\uc9c0 \uc720\ud615\uc73c\ub85c \ubd84\ub958\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc591\uc801 \ub370\uc774\ud130\ub294 \uc218\uce58\ub85c \ud45c\ud604\ub418\uba70 \uce21\uc815 \uac00\ub2a5\ud569\ub2c8\ub2e4. \uc591\uc801 \ub370\uc774\ud130\uc758 \uc608\ub85c\ub294 \ub098\uc774, \ud0a4, \ubab8\ubb34\uac8c, \uc18c\ub4dd \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ubc18\uba74 \uc9c8\uc801 \ub370\uc774\ud130\ub294 \uc218\uce58\uac00 \uc544\ub2c8\uba70 \uce21\uc815\ud560 \uc218 \uc5c6\uc2b5\ub2c8\ub2e4. \uc9c8\uc801 \ub370\uc774\ud130\uc758 \uc608\ub85c\ub294 \uc131\ubcc4, \uc778\uc885, \uc9c1\uc5c5 \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc744 \uc218\ud589\ud560 \ub54c\ub294 \ub2e4\ub8e8\ub294 \ub370\uc774\ud130\uc758 \uc720\ud615\uc744 \uc774\ud574\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc591\uc801 \ub370\uc774\ud130\ub294 \uc774\uc0b0 \ub370\uc774\ud130\uc640 \uc5f0\uc18d \ub370\uc774\ud130\ub85c \ubd84\ub958\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc0b0 \ub370\uc774\ud130\ub294 \ud2b9\uc815 \uac12\ub9cc \uac00\uc9c8 \uc218 \uc788\ub294 \ubc18\uba74, \uc5f0\uc18d \ub370\uc774\ud130\ub294 \ud2b9\uc815 \ubc94\uc704 \ub0b4\uc758 \ubaa8\ub4e0 \uac12\uc744 \uac00\uc9c8 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub370\uc774\ud130\uc758 \ud2b9\uc131\uc744 \uc774\ud574\ud558\uba74 \uc801\uc808\ud55c \uc2dc\uac01\ud654 \ubc0f \ud1b5\uacc4 \uae30\ubc95\uc744 \uc120\ud0dd\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<h3>\ub2e8\ubcc0\ub7c9, \uc774\ubcc0\ub7c9 \ubc0f \ub2e4\ubcc0\ub7c9 \ubd84\uc11d<\/h3>\n<p>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc740 \ub2e8\ubcc0\ub7c9 \ubd84\uc11d, \uc774\ubcc0\ub7c9 \ubd84\uc11d, \ub2e4\ubcc0\ub7c9 \ubd84\uc11d\uc758 \uc138 \uac00\uc9c0 \uc720\ud615\uc73c\ub85c \ubd84\ub958\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub2e8\ubcc0\ub7c9 \ubd84\uc11d\uc740 \ub2e8\uc77c \ubcc0\uc218\uc758 \uc18d\uc131\uc744 \uc870\uc0ac\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ubcc0\uc218\uc758 \uae30\ubcf8 \ud2b9\uc9d5\uc744 \uc774\ud574\ud558\uace0 \ub370\uc774\ud130\uc758 \ud328\ud134\uc774\ub098 \ucd94\uc138\ub97c \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud788\uc2a4\ud1a0\uadf8\ub7a8, \uc911\uc2ec \uacbd\ud5a5 \ubc0f \ubd84\uc0b0 \ud1b5\uacc4, \uc774\uc0c1\uce58 \ud0d0\uc9c0 \ub4f1\uc774 \ub2e8\ubcc0\ub7c9 \ubd84\uc11d\uc5d0 \uc0ac\uc6a9\ub418\ub294 \uae30\ubc95\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc774\ubcc0\ub7c9 \ubd84\uc11d\uc740 \ub450 \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\ub97c \uc0b4\ud3b4\ubcf4\ub294 \ubd84\uc11d \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ud55c \ubcc0\uc218\uac00 \ub2e4\ub978 \ubcc0\uc218\uc5d0 \uc5b4\ub5bb\uac8c \uc601\ud5a5\uc744 \ubbf8\uce58\ub294\uc9c0 \uc774\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc0b0\uc810\ub3c4, \uc0c1\uad00\uacc4\uc218, \ud68c\uadc0 \ubd84\uc11d \ub4f1\uc774 \uc774\ubcc0\ub7c9 \ubd84\uc11d\uc5d0 \uc0ac\uc6a9\ub418\ub294 \uae30\ubc95\uc785\ub2c8\ub2e4.<\/p>\n<p>\ub2e4\ubcc0\ub7c9 \ubd84\uc11d\uc740 \uc138 \uac1c \uc774\uc0c1\uc758 \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\ub97c \uc870\uc0ac\ud558\ub294 \ubd84\uc11d \ubc29\ubc95\uc785\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub370\uc774\ud130 \ub0b4\uc758 \ubcf5\uc7a1\ud55c \uc5f0\uad00\uc131\uacfc \ud328\ud134\uc744 \uc774\ud574\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud55c \uc0ac\ub78c\uc758 \ud0a4, \ubab8\ubb34\uac8c, \ub098\uc774 \uc0ac\uc774\uc758 \uad00\uacc4\ub97c \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc8fc\uc131\ubd84 \ubd84\uc11d(PCA), \uc694\uc778 \ubd84\uc11d, \uad70\uc9d1 \ubd84\uc11d \ub4f1\uc774 \ub2e4\ubcc0\ub7c9 \ubd84\uc11d\uc5d0 \uc0ac\uc6a9\ub418\ub294 \uae30\ubc95\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub7ec\ud55c \ub2e4\uc591\ud55c \ubd84\uc11d \uc720\ud615\uc744 \uc774\ud574\ud558\uba74 \ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc744 \uc218\ud589\ud560 \ub54c \uc801\uc808\ud55c \uae30\ubc95\uc744 \uc120\ud0dd\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<h2>\ub370\uc774\ud130 \uc815\ub9ac \ubc0f \uc900\ube44<\/h2>\n<p>\ub370\uc774\ud130 \uc815\uc81c \ubc0f \uc900\ube44\ub294 \ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA) \uacfc\uc815\uc5d0\uc11c \ud544\uc218\uc801\uc778 \ub2e8\uacc4\uc785\ub2c8\ub2e4. \ubcf5\uc7a1\ud55c \ubd84\uc11d\uc774\ub098 \ubaa8\ub378\ub9c1\uc5d0 \ub4e4\uc5b4\uac00\uae30 \uc804\uc5d0 \ub370\uc774\ud130 \ub0b4\uc758 \uacb0\uce21\uac12, \uc774\uc0c1\uce58, \ubd88\uc77c\uce58\ub97c \uc2dd\ubcc4\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ub370\uc774\ud130\uac00 \uc815\ud655\ud558\uace0 \uc644\uc804\ud558\uba70 \ubd84\uc11d \uc900\ube44\uac00 \uc644\ub8cc\ub41c \uc0c1\ud0dc\uac00 \ub429\ub2c8\ub2e4.<\/p>\n<h3>\uacb0\uce21\uac12 \ucc98\ub9ac<\/h3>\n<p>\uacb0\uce21\uac12\uc740 \ub370\uc774\ud130 \uc785\ub825 \uc624\ub958, \uc7a5\ube44 \uc624\uc791\ub3d9 \ub610\ub294 \uc778\uc801 \uc624\ub958 \ub4f1 \ub2e4\uc591\ud55c \uc774\uc720\ub85c \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud3b8\ud5a5\uacfc \ubd80\uc815\ud655\ud55c \uacb0\uacfc\ub97c \ubc29\uc9c0\ud558\uae30 \uc704\ud574\uc11c\ub294 \uacb0\uce21\uac12\uc744 \uc801\uc808\ud558\uac8c \uc2dd\ubcc4\ud558\uace0 \ucc98\ub9ac\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \ud55c \uac00\uc9c0 \ubc29\ubc95\uc740 \uacb0\uce21\uac12\uc774 \ud3ec\ud568\ub41c \ud589\uc774\ub098 \uc5f4\uc744 \uc81c\uac70\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc774 \ubc29\ubc95\uc740 \uc911\uc694\ud55c \ub370\uc774\ud130 \uc190\uc2e4\uc744 \ucd08\ub798\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ub610 \ub2e4\ub978 \ubc29\ubc95\uc740 \uacb0\uce21\uac12\uc744 \ub300\uccb4\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uacb0\uce21\uac12 \ub300\uccb4\ub294 \ub0a8\uc740 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ucd94\uc815\uac12\uc744 \uc0ac\uc6a9\ud558\uc5ec \uacb0\uce21\uac12\uc744 \ub300\uccb4\ud558\ub294 \uac83\uc744 \uc758\ubbf8\ud569\ub2c8\ub2e4. \uacb0\uce21\uac12 \ub300\uccb4 \ubc29\ubc95\uc5d0\ub294 \ud3c9\uade0 \ub300\uccb4, \uc911\uc559\uac12 \ub300\uccb4, \ud68c\uadc0 \ub300\uccb4 \ub4f1 \uc5ec\ub7ec \uac00\uc9c0\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uac01 \ubc29\ubc95\uc5d0\ub294 \uc7a5\ub2e8\uc810\uc774 \uc788\uc73c\uba70, \uc801\uc808\ud55c \ubc29\ubc95\uc740 \ub370\uc774\ud130\uc758 \ud2b9\uc131\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9d1\ub2c8\ub2e4.<\/p>\n<h3>\uc774\uc0c1\uce58 \ud0d0\uc9c0 \ubc0f \ucc98\ub9ac<\/h3>\n<p>\uc774\uc0c1\uce58\ub294 \ub098\uba38\uc9c0 \ub370\uc774\ud130\uc640 \ud604\uc800\ud558\uac8c \ub2e4\ub978 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\uc785\ub2c8\ub2e4. \uc774\uc0c1\uce58\ub294 \uce21\uc815 \uc624\ub958, \ub370\uc774\ud130 \uc785\ub825 \uc624\ub958 \ub610\ub294 \ub370\uc774\ud130\uc758 \uc790\uc5f0\uc801\uc778 \ubcc0\ub3d9\uc73c\ub85c \uc778\ud574 \ubc1c\uc0dd\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc0c1\uce58\ub294 \ubd84\uc11d \uacb0\uacfc\uc5d0 \uc0c1\ub2f9\ud55c \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\uc73c\ubbc0\ub85c \uc774\ub97c \uc2dd\ubcc4\ud558\uace0 \uc801\uc808\ud558\uac8c \ucc98\ub9ac\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc0c1\uce58\ub97c \uc2dd\ubcc4\ud558\ub294 \ud55c \uac00\uc9c0 \ubc29\ubc95\uc740 z-\uc810\uc218 \ub610\ub294 \uc0ac\ubd84\uc704 \ubc94\uc704(IQR)\uc640 \uac19\uc740 \ud1b5\uacc4\uc801 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. z-\uc810\uc218\ub294 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\uac00 \ud3c9\uade0\uc5d0\uc11c \uba87 \ud45c\uc900\ud3b8\ucc28\ub9cc\ud07c \ub5a8\uc5b4\uc838 \uc788\ub294\uc9c0\ub97c \uce21\uc815\ud558\uace0, IQR\uc740 \ub370\uc774\ud130\uc758 \uc911\uac04 \ubc94\uc704(50%)\ub97c \uce21\uc815\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubc29\ubc95\uc744 \uae30\ubc18\uc73c\ub85c \ud2b9\uc815 \ubc94\uc704\ub97c \ubc97\uc5b4\ub098\ub294 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\ub294 \uc774\uc0c1\uce58\ub85c \uac04\uc8fc\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc0c1\uce58\ub97c \uc2dd\ubcc4\ud55c \ud6c4\uc5d0\ub294 \uc5ec\ub7ec \uac00\uc9c0 \ubc29\ubc95\uc73c\ub85c \ucc98\ub9ac\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud55c \uac00\uc9c0 \ubc29\ubc95\uc740 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \uc774\uc0c1\uce58\ub97c \uc81c\uac70\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uadf8\ub7ec\ub098 \uc774 \ubc29\ubc95\uc740 \uc911\uc694\ud55c \ub370\uc774\ud130 \uc190\uc2e4\uc744 \ucd08\ub798\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610 \ub2e4\ub978 \ubc29\ubc95\uc740 \ub85c\uadf8 \ubcc0\ud658\uc774\ub098 \uc81c\uacf1\uadfc \ubcc0\ud658\uacfc \uac19\uc740 \ubc29\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ubcc0\ud658\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \ubcc0\ud658\uc744 \ud1b5\ud574 \uc774\uc0c1\uce58\uac00 \ubd84\uc11d\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc744 \uc904\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc694\uc57d\ud558\uc790\uba74, \ub370\uc774\ud130 \uc815\uc81c \ubc0f \uc900\ube44\ub294 \ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA) \uacfc\uc815\uc5d0\uc11c \ub9e4\uc6b0 \uc911\uc694\ud55c \ub2e8\uacc4\uc785\ub2c8\ub2e4. \uacb0\uce21\uac12\uc744 \ucc98\ub9ac\ud558\uace0 \uc774\uc0c1\uce58\ub97c \uc801\uc808\ud558\uac8c \uc2dd\ubcc4 \ubc0f \ucc98\ub9ac\ud568\uc73c\ub85c\uc368 \ub370\uc774\ud130\uac00 \uc815\ud655\ud558\uace0 \uc644\uc804\ud558\uba70 \ubd84\uc11d \uc900\ube44\uac00 \uc644\ub8cc\ub41c \uc0c1\ud0dc\uac00 \ub429\ub2c8\ub2e4.<\/p>\n<h2>\ud1b5\uacc4\uc801 \uae30\ucd08<\/h2>\n<p>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc740 \ubc29\ub300\ud55c \ub370\uc774\ud130\uc758 \uc138\uacc4\ub97c \ud0d0\uc0c9\ud558\ub294 \ub370 \uc788\uc5b4 \ub098\uce68\ubc18\uacfc \uac19\uc740 \uc5ed\ud560\uc744 \ud558\ub294 \ub9e4\uc6b0 \uc911\uc694\ud55c \ub2e8\uacc4\uc785\ub2c8\ub2e4. EDA\ub294 \ubcf4\ub2e4 \ubcf5\uc7a1\ud55c \ubd84\uc11d\uc774\ub098 \ubaa8\ub378\ub9c1\uc5d0 \uc55e\uc11c \ub370\uc774\ud130\ub97c \uac80\ud1a0\ud558\uace0 \uc774\ud574\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \ub370\uc774\ud130\uc5d0\uc11c \uc720\uc6a9\ud55c \uc815\ubcf4\ub97c \uc5bb\uc73c\ub824\uba74 \ud1b5\uacc4\uc801 \uae30\ucd08\uc5d0 \ub300\ud55c \ud0c4\ud0c4\ud55c \uc774\ud574\uac00 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \ud1b5\uacc4\uc801 \uae30\ucd08\uc758 \uc138 \uac00\uc9c0 \ud575\uc2ec \uc694\uc18c\uc778 \uae30\uc220 \ud1b5\uacc4, \ud655\ub960 \ubd84\ud3ec, \uadf8\ub9ac\uace0 \ud1b5\uacc4\uc801 \ucd94\ub860\uc5d0 \ub300\ud574 \ub2e4\ub8f9\ub2c8\ub2e4.<\/p>\n<h3>\uae30\uc220 \ud1b5\uacc4<\/h3>\n<p>\uae30\uc220\ud1b5\uacc4\ub294 \ub370\uc774\ud130\uc758 \uc694\uc57d \ubc0f \uc124\uba85\uc744 \ub2e4\ub8e8\ub294 \ud1b5\uacc4\ud559\uc758 \ud55c \ubd84\uc57c\uc785\ub2c8\ub2e4. \ub370\uc774\ud130\uc758 \uc704\uce58, \ubd84\ud3ec, \ud615\ud0dc\uc640 \uac19\uc740 \uae30\ubcf8\uc801\uc778 \ud2b9\uc9d5\uc744 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \uc911\uc2ec \uacbd\ud5a5 \uce21\uc815\uac12\uc5d0\ub294 \ud3c9\uade0, \uc911\uc559\uac12, \ucd5c\ube48\uac12\uc774 \uc788\uc73c\uba70, \ubcc0\ub3d9\uc131 \uce21\uc815\uac12\uc5d0\ub294 \ud45c\uc900\ud3b8\ucc28, \ubd84\uc0b0, \ubc94\uc704\uac00 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\ud655\ub960 \ubd84\ud3ec<\/h3>\n<p>\ud655\ub960 \ubd84\ud3ec\ub294 \ubb34\uc791\uc704 \uc0ac\uac74\uc5d0\uc11c \ub2e4\uc591\ud55c \uacb0\uacfc\uac00 \ub098\ud0c0\ub0a0 \uac00\ub2a5\uc131\uc744 \uc124\uba85\ud558\ub294 \uc218\ud559\uc801 \ud568\uc218\uc785\ub2c8\ub2e4. \uc774\ub294 \ud604\uc2e4 \uc138\uacc4\uc758 \ud604\uc0c1\uc744 \ubaa8\ub378\ub9c1\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\uba70 \ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \ud544\uc218\uc801\uc778 \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uac00\uc7a5 \uc77c\ubc18\uc801\uc778 \ud655\ub960 \ubd84\ud3ec\ub85c\ub294 \uc815\uaddc \ubd84\ud3ec, \uc774\ud56d \ubd84\ud3ec, \ud3ec\uc544\uc1a1 \ubd84\ud3ec \ub4f1\uc774 \uc788\uc2b5\ub2c8\ub2e4. \ud655\ub960 \ubd84\ud3ec\ub97c \uc774\ud574\ud558\ub294 \uac83\uc740 \ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc5d0\uc11c \ub9e4\uc6b0 \uc911\uc694\ud558\uba70, \ub370\uc774\ud130 \ub0b4\uc758 \ud328\ud134\uacfc \ucd94\uc138\ub97c \ud30c\uc545\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<h3>\ud1b5\uacc4\uc801 \ucd94\ub860<\/h3>\n<p>\ud1b5\uacc4\uc801 \ucd94\ub860\uc740 \ud45c\ubcf8 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ubaa8\uc9d1\ub2e8\uc5d0 \ub300\ud55c \uacb0\ub860\uc744 \ub3c4\ucd9c\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc774\ub294 \ud45c\ubcf8 \ud1b5\uacc4\ub7c9\uc744 \ubc14\ud0d5\uc73c\ub85c \ud3c9\uade0\uc774\ub098 \ud45c\uc900\ud3b8\ucc28\uc640 \uac19\uc740 \ubaa8\uc9d1\ub2e8 \ubaa8\uc218\uc5d0 \ub300\ud55c \ucd94\ub860\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \ud1b5\uacc4\uc801 \ucd94\ub860\uc740 \ud06c\uac8c \ucd94\uc815\uacfc \uac00\uc124 \uac80\uc815\uc758 \ub450 \uac00\uc9c0 \uc8fc\uc694 \ubd84\uc57c\ub85c \ub098\ub269\ub2c8\ub2e4. \ucd94\uc815\uc740 \ubaa8\uc9d1\ub2e8 \ubaa8\uc218\uc5d0 \ub300\ud55c \uc2e0\ub8b0\uad6c\uac04\uc744 \uacc4\uc0b0\ud558\ub294 \uac83\uc774\uace0, \uac00\uc124 \uac80\uc815\uc740 \ubaa8\uc9d1\ub2e8 \ubaa8\uc218\uc5d0 \ub300\ud55c \uac00\uc124\uc744 \uac80\uc815\ud558\ub294 \uac83\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc694\uc57d\ud558\uc790\uba74, \ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc758 \ud1b5\uacc4\uc801 \uae30\ucd08\ub97c \uc774\ud574\ud558\ub294 \uac83\uc740 \ub370\uc774\ud130\uc5d0\uc11c \ud1b5\ucc30\ub825\uc744 \uc5bb\ub294 \ub370 \ub9e4\uc6b0 \uc911\uc694\ud569\ub2c8\ub2e4. \uae30\uc220 \ud1b5\uacc4, \ud655\ub960 \ubd84\ud3ec, \ud1b5\uacc4\uc801 \ucd94\ub860\uc740 \ubaa8\ub4e0 \ub370\uc774\ud130 \ubd84\uc11d\uac00\uac00 \uc219\uc9c0\ud574\uc57c \ud560 \ud1b5\uacc4\uc801 \uae30\ucd08\uc758 \uc138 \uac00\uc9c0 \ud575\uc2ec \uc694\uc18c\uc785\ub2c8\ub2e4.<\/p>\n<h2>\uc2dc\uac01\ud654 \uae30\ubc95<\/h2>\n<p>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc740 \ub2e4\uc591\ud55c \uc2dc\uac01\ud654 \uae30\ubc95\uc744 \ud65c\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \uc774\ud574\ud558\uae30 \uc27d\uace0 \ud1b5\ucc30\ub825 \uc788\ub294 \ubc29\uc2dd\uc73c\ub85c \uc81c\uc2dc\ud569\ub2c8\ub2e4. \uc758\ub3c4\ud55c \uba54\uc2dc\uc9c0\ub97c \uc804\ub2ec\ud558\uace0 \ub370\uc774\ud130\uc5d0\uc11c \uac00\uce58 \uc788\ub294 \ud1b5\ucc30\ub825\uc744 \ucd94\ucd9c\ud558\ub824\uba74 \uc801\uc808\ud55c \ucc28\ud2b8 \uc720\ud615\uc744 \uc120\ud0dd\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \ub370\uc774\ud130\uc5d0\uc11c \ud1b5\ucc30\ub825\uc744 \uc5bb\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\ub294 \uba87 \uac00\uc9c0 \uc2dc\uac01\ud654 \uae30\ubc95\uc785\ub2c8\ub2e4.<\/p>\n<h3>\uc801\ud569\ud55c \ucc28\ud2b8 \uc720\ud615 \uc120\ud0dd\ud558\uae30<\/h3>\n<p>\ub370\uc774\ud130\ub97c \uc815\ud655\ud558\uace0 \ud6a8\uacfc\uc801\uc73c\ub85c \ud45c\ud604\ud558\ub824\uba74 \uc801\uc808\ud55c \ucc28\ud2b8 \uc720\ud615\uc744 \uc120\ud0dd\ud558\ub294 \uac83\uc774 \ud544\uc218\uc801\uc785\ub2c8\ub2e4. \ucc28\ud2b8 \uc720\ud615\uc740 \ub370\uc774\ud130 \uc720\ud615\uacfc \ubaa9\uc801\uc5d0 \ub530\ub77c \uc801\ud569\ud55c \uc885\ub958\uac00 \ub2e4\ub985\ub2c8\ub2e4. \ub2e4\uc74c\uc740 \uba87 \uac00\uc9c0 \uc77c\ubc18\uc801\uc778 \ucc28\ud2b8 \uc720\ud615\uacfc \uadf8 \uc6a9\ub3c4\uc785\ub2c8\ub2e4.<\/p>\n<ul>\n<li>\ub9c9\ub300 \uadf8\ub798\ud504: \ubc94\uc8fc\ud615 \ub370\uc774\ud130\ub97c \ube44\uad50\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n<li>\uc120 \uadf8\ub798\ud504: \uc2dc\uac04\uc5d0 \ub530\ub978 \ucd94\uc138\ub97c \ub098\ud0c0\ub0b4\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n<li>\uc0b0\uc810\ub3c4: \ub450 \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\ub97c \ubcf4\uc5ec\uc8fc\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n<li>\ud788\ud2b8\ub9f5: \ub450 \ucc28\uc6d0\uc5d0 \uac78\uccd0 \ub370\uc774\ud130 \ubd84\ud3ec\ub97c \ubcf4\uc5ec\uc8fc\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n<li>\uc0cc\ud0a4 \ucc28\ud2b8: \uc11c\ub85c \ub2e4\ub978 \ubc94\uc8fc \uac04\uc758 \ud750\ub984 \ub610\ub294 \uad00\uacc4\ub97c \ubcf4\uc5ec\uc8fc\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\ucc28\ud2b8 \uc720\ud615\uc744 \uc120\ud0dd\ud560 \ub54c\ub294 \ub370\uc774\ud130 \uc720\ud615, \uc804\ub2ec\ud558\uace0\uc790 \ud558\ub294 \uba54\uc2dc\uc9c0, \uadf8\ub9ac\uace0 \ubc1c\ud45c \ub300\uc0c1\uc744 \uace0\ub824\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc798\ubabb\ub41c \ucc28\ud2b8 \uc720\ud615\uc744 \uc120\ud0dd\ud558\uba74 \ud63c\ub780\uc744 \uc57c\uae30\ud558\uace0 \ub370\uc774\ud130\ub97c \uc798\ubabb \ud574\uc11d\ud558\uac8c \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\ub300\ud654\ud615 \uc2dc\uac01\ud654<\/h3>\n<p>\ub300\ud654\ud615 \uc2dc\uac01\ud654\ub294 \uc0ac\uc6a9\uc790\uac00 \ub370\uc774\ud130\uc640 \uc0c1\ud638 \uc791\uc6a9\ud558\uace0 \uc2e4\uc2dc\uac04\uc73c\ub85c \ud1b5\ucc30\ub825\uc744 \uc5bb\uc744 \uc218 \uc788\ub3c4\ub85d \ud574\uc90d\ub2c8\ub2e4. \ub300\ud654\ud615 \uc2dc\uac01\ud654\ub97c \ud65c\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ud0d0\uc0c9\ud558\uace0, \ud328\ud134\uc744 \ud30c\uc545\ud558\uace0, \uc815\ubcf4\uc5d0 \uae30\ubc18\ud55c \uc758\uc0ac \uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc77c\ubc18\uc801\uc778 \ub300\ud654\ud615 \uc2dc\uac01\ud654 \ub3c4\uad6c\ub294 \ub2e4\uc74c\uacfc \uac19\uc2b5\ub2c8\ub2e4.<\/p>\n<ul>\n<li>Tableau: \uc0ac\uc6a9\uc790\uac00 \ub300\ud654\ud615 \ub300\uc2dc\ubcf4\ub4dc\uc640 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub294 \uac15\ub825\ud55c \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/li>\n<li>D3.js: \uc778\ud130\ub799\ud2f0\ube0c \uc2dc\uac01\ud654 \ubc0f \ucc28\ud2b8\ub97c \uc0dd\uc131\ud558\uae30 \uc704\ud55c JavaScript \ub77c\uc774\ube0c\ub7ec\ub9ac\uc785\ub2c8\ub2e4.<\/li>\n<li>Google Charts: \uc778\ud130\ub799\ud2f0\ube0c \ucc28\ud2b8 \ubc0f \uc2dc\uac01\ud654\ub97c \ub9cc\ub4e4 \uc218 \uc788\ub294 \ubb34\ub8cc \ub3c4\uad6c\uc785\ub2c8\ub2e4.<\/li>\n<\/ul>\n<p>\ub300\ud654\ud615 \uc2dc\uac01\ud654\ub294 \uc0ac\uc6a9\uc790\uac00 \ub370\uc774\ud130\ub97c \ubcf4\ub2e4 \uc9c1\uad00\uc801\uc774\uace0 \ud765\ubbf8\ub85c\uc6b4 \ubc29\uc2dd\uc73c\ub85c \ud0d0\uc0c9\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc815\uc801\uc778 \uc2dc\uac01\ud654\uc5d0\uc11c\ub294 \uc989\uc2dc \ub4dc\ub7ec\ub098\uc9c0 \uc54a\uc744 \uc218 \uc788\ub294 \ud328\ud134\uacfc \uad00\uacc4\ub97c \ud30c\uc545\ud558\ub294 \ub370\uc5d0\ub3c4 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<p>\uacb0\ub860\uc801\uc73c\ub85c, \uc2dc\uac01\ud654 \uae30\ubc95\uc740 \ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \ud544\uc218\uc801\uc778 \uc694\uc18c\uc785\ub2c8\ub2e4. \uc801\uc808\ud55c \ucc28\ud2b8 \uc720\ud615\uc744 \uc120\ud0dd\ud558\uace0 \uc0c1\ud638\uc791\uc6a9\uc801\uc778 \uc2dc\uac01\ud654\ub97c \ud65c\uc6a9\ud558\uba74 \uc0ac\uc6a9\uc790\ub294 \ub370\uc774\ud130\uc5d0\uc11c \uc720\uc6a9\ud55c \uc815\ubcf4\ub97c \uc5bb\uace0 \uc815\ubcf4\uc5d0 \uae30\ubc18\ud55c \uc758\uc0ac\uacb0\uc815\uc744 \ub0b4\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>EDA\uc5d0\uc11c\uc758 \uac00\uc124 \uac80\uc815<\/h2>\n<p>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc740 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc694\uc57d\uc744 \ud1b5\ud574 \ud328\ud134, \ucd94\uc138 \ubc0f \uad00\uacc4\ub97c \ud30c\uc545\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. EDA\uc758 \ud575\uc2ec \ub2e8\uacc4 \uc911 \ud558\ub098\ub294 \uac00\uc124 \uac80\uc815\uc785\ub2c8\ub2e4. \uac00\uc124 \uac80\uc815\uc740 \ud45c\ubcf8 \ub370\uc774\ud130\ub97c \uae30\ubc18\uc73c\ub85c \ubaa8\uc9d1\ub2e8 \ubaa8\uc218\uc5d0 \ub300\ud55c \uac00\uc124\uc774 \ucc38\uc778\uc9c0 \uac70\uc9d3\uc778\uc9c0\ub97c \uac80\uc99d\ud558\ub294 \ud1b5\uacc4\uc801 \ubc29\ubc95\uc785\ub2c8\ub2e4.<\/p>\n<h3>\uac00\uc124 \uc218\ub9bd<\/h3>\n<p>\uac00\uc124 \uac80\uc815\uc5d0\uc11c\ub294 \uba3c\uc800 \ub450 \uac00\uc9c0 \uac00\uc124, \uc989 \uadc0\ubb34\uac00\uc124\uacfc \ub300\ub9bd\uac00\uc124\uc744 \uc138\uc6c1\ub2c8\ub2e4. \uadc0\ubb34\uac00\uc124\uc740 \ud45c\ubcf8\uacfc \ubaa8\uc9d1\ub2e8 \uc0ac\uc774\uc5d0 \uc720\uc758\ubbf8\ud55c \ucc28\uc774\uac00 \uc5c6\ub2e4\ub294 \uac00\uc124\uc774\uace0, \ub300\ub9bd\uac00\uc124\uc740 \ud45c\ubcf8\uacfc \ubaa8\uc9d1\ub2e8 \uc0ac\uc774\uc5d0 \uc720\uc758\ubbf8\ud55c \ucc28\uc774\uac00 \uc788\ub2e4\ub294 \uac00\uc124\uc785\ub2c8\ub2e4.<\/p>\n<p>\uc608\ub97c \ub4e4\uc5b4, \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \ub450 \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\ub97c \uc870\uc0ac\ud558\ub294 \uacbd\uc6b0, \uadc0\ubb34 \uac00\uc124\uc740 \ub450 \ubcc0\uc218 \uc0ac\uc774\uc5d0 \uc720\uc758\ubbf8\ud55c \uad00\uacc4\uac00 \uc5c6\ub2e4\ub294 \uac83\uc774\uace0, \ub300\ub9bd \uac00\uc124\uc740 \ub450 \ubcc0\uc218 \uc0ac\uc774\uc5d0 \uc720\uc758\ubbf8\ud55c \uad00\uacc4\uac00 \uc788\ub2e4\ub294 \uac83\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\ud14c\uc2a4\ud2b8 \ud1b5\uacc4<\/h3>\n<p>\uac00\uc124\uc744 \uc138\uc6b4 \ud6c4\uc5d0\ub294 \uac80\uc815 \ud1b5\uacc4\ub7c9\uc744 \uacc4\uc0b0\ud574\uc57c \ud569\ub2c8\ub2e4. \uac80\uc815 \ud1b5\uacc4\ub7c9\uc740 \ud45c\ubcf8 \ucd94\uc815\uce58\uac00 \ubaa8\uc9d1\ub2e8 \ubaa8\uc218\uc5d0\uc11c \uc5bc\ub9c8\ub098 \ub5a8\uc5b4\uc838 \uc788\ub294\uc9c0\ub97c \ub098\ud0c0\ub0b4\ub294 \uac12\uc785\ub2c8\ub2e4. \uac80\uc815 \ud1b5\uacc4\ub7c9\uc740 \uadc0\ubb34 \uac00\uc124\uc774 \ucc38\uc77c \uacbd\uc6b0 \uad00\ucc30\ub41c \ud45c\ubcf8 \uacb0\uacfc\ub97c \uc5bb\uc744 \ud655\ub960\uc744 \uacb0\uc815\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/p>\n<p>\uac80\uc815\ud558\ub824\ub294 \uac00\uc124\uc758 \uc720\ud615\uacfc \ub370\uc774\ud130\uc758 \ud2b9\uc131\uc5d0 \ub530\ub77c \ub2e4\uc591\ud55c \uac80\uc815 \ud1b5\uacc4\ub7c9\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ud45c\ubcf8 \ud3c9\uade0\uc774 \ubaa8\uc9d1\ub2e8 \ud3c9\uade0\uacfc \uc720\uc758\ubbf8\ud558\uac8c \ub2e4\ub978\uc9c0 \uac80\uc815\ud558\ub824\uba74 t-\uac80\uc815\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub450 \ud45c\ubcf8\uc774 \uc11c\ub85c \uc720\uc758\ubbf8\ud558\uac8c \ub2e4\ub978\uc9c0 \uac80\uc815\ud558\ub824\uba74 \ubd84\uc0b0 \ubd84\uc11d(ANOVA)\uc744 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uacb0\ub860\uc801\uc73c\ub85c, \uac00\uc124 \uac80\uc815\uc740 \ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc5d0\uc11c \ub9e4\uc6b0 \uc911\uc694\ud55c \ub2e8\uacc4\uc785\ub2c8\ub2e4. \uac00\uc124 \uac80\uc815\uc744 \ud1b5\ud574 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \uac00\uc815\uc744 \uac80\uc99d\ud558\uace0 \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\ub97c \ud30c\uc545\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uac00\uc124\uc744 \uc138\uc6b0\uace0 \uac80\uc815 \ud1b5\uacc4\ub7c9\uc744 \uacc4\uc0b0\ud568\uc73c\ub85c\uc368, \uac00\uc815\uc774 \ub370\uc774\ud130\uc5d0 \uc758\ud574 \ub4b7\ubc1b\uce68\ub418\ub294\uc9c0 \uc5ec\ubd80\ub97c \uac80\uc99d\ud558\uace0 \ub370\uc774\ud130\ub85c\ubd80\ud130 \uadc0\uc911\ud55c \ud1b5\ucc30\ub825\uc744 \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\ucc28\uc6d0 \ucd95\uc18c<\/h2>\n<p>\ucc28\uc6d0 \ucd95\uc18c\ub294 \ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc5d0\uc11c \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ubd84\uc11d\ud558\ub294 \ub370 \ud544\uc218\uc801\uc778 \uae30\ubc95\uc785\ub2c8\ub2e4. \uc774\ub294 \uac00\ub2a5\ud55c \ud55c \ub9ce\uc740 \uc815\ubcf4\ub97c \uc720\uc9c0\ud558\uba74\uc11c \ub370\uc774\ud130 \uc138\ud2b8\uc758 \ud2b9\uc9d5 \ub610\ub294 \ubcc0\uc218\uc758 \uc218\ub97c \uc904\uc774\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc774 \uae30\ubc95\uc740 \ubcc0\uc218\uac00 \ub9ce\uc740 \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ubd84\uc11d\ud558\uae30 \uc704\ud574 \ub2e8\uc21c\ud654\ud558\uace0\uc790 \ud560 \ub54c \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<h3>\uc8fc\uc131\ubd84 \ubd84\uc11d<\/h3>\n<p>\uc8fc\uc131\ubd84 \ubd84\uc11d(PCA)\uc740 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \uac00\uc7a5 \uc911\uc694\ud55c \ubcc0\uc218\ub97c \uc2dd\ubcc4\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \uc778\uae30 \uc788\ub294 \ucc28\uc6d0 \ucd95\uc18c \uae30\ubc95\uc785\ub2c8\ub2e4. PCA\ub294 \uc6d0\ub798 \ubcc0\uc218\ub4e4\uc744 \uc8fc\uc131\ubd84\uc774\ub77c\uace0 \ud558\ub294 \uc0c8\ub85c\uc6b4 \ubcc0\uc218 \uc9d1\ud569\uc73c\ub85c \ubcc0\ud658\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc8fc\uc131\ubd84\ub4e4\uc740 \uc6d0\ub798 \ubcc0\uc218\ub4e4\uc758 \uc120\ud615 \uc870\ud569\uc774\uba70 \uc11c\ub85c \uc9c1\uad50\ud569\ub2c8\ub2e4.<\/p>\n<p>PCA\ub294 \uc0c1\uad00\uad00\uacc4\uac00 \ub192\uc740 \ubcc0\uc218\uac00 \ub9ce\uc740 \ub370\uc774\ud130\uc14b\uc744 \ub2e4\ub8f0 \ub54c \uc720\uc6a9\ud569\ub2c8\ub2e4. \ubcc0\uc218\uc758 \uc218\ub97c \uc904\uc784\uc73c\ub85c\uc368 \ubd84\uc11d\uc744 \ub2e8\uc21c\ud654\ud558\uace0 \ubaa8\ub378\uc758 \uc815\ud655\ub3c4\ub97c \ud5a5\uc0c1\uc2dc\ud0ac \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c PCA\ub294 \ub370\uc774\ud130\uc758 \ubd84\uc0b0\uc744 \uc124\uba85\ud558\ub294 \ub370 \uac00\uc7a5 \uc911\uc694\ud55c \ubcc0\uc218\ub97c \uc2dd\ubcc4\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4.<\/p>\n<h3>\uc694\uc778 \ubd84\uc11d<\/h3>\n<p>\uc694\uc778 \ubd84\uc11d(FA)\uc740 \ub370\uc774\ud130 \uc138\ud2b8\uc758 \ubd84\uc0b0\uc744 \uc124\uba85\ud558\ub294 \uadfc\ubcf8\uc801\uc778 \uc694\uc778\uc744 \uc2dd\ubcc4\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ub610 \ub2e4\ub978 \ucc28\uc6d0 \ucd95\uc18c \uae30\ubc95\uc785\ub2c8\ub2e4. FA\ub294 \uad00\uce21\ub41c \ubcc0\uc218\ub4e4\uc774 \uad00\uce21\ub418\uc9c0 \uc54a\uc740 \uc18c\uc218\uc758 \uc694\uc778\uc5d0 \uc758\ud574 \ubc1c\uc0dd\ud55c\ub2e4\uace0 \uac00\uc815\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc694\uc778\ub4e4\uc740 \uad00\uce21\ub41c \ubcc0\uc218\ub4e4 \uac04\uc758 \uc0c1\uad00\uad00\uacc4\ub97c \uae30\ubc18\uc73c\ub85c \ucd94\uc815\ub429\ub2c8\ub2e4.<\/p>\n<p>\uc694\uc778\ubd84\uc11d(FA)\uc740 \ubcc0\uc218\uac00 \ub9ce\uc9c0\ub9cc \uadf8 \ubcc0\uc218\ub4e4\uc774 \uc18c\uc218\uc758 \uadfc\ubcf8\uc801\uc778 \uc694\uc778\uc5d0 \uc758\ud574 \ubc1c\uc0dd\ud55c\ub2e4\uace0 \uc5ec\uaca8\uc9c0\ub294 \ub370\uc774\ud130\uc14b\uc744 \ub2e4\ub8f0 \ub54c \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uadfc\ubcf8\uc801\uc778 \uc694\uc778\uc744 \uc2dd\ubcc4\ud568\uc73c\ub85c\uc368 \ubd84\uc11d\uc744 \ub2e8\uc21c\ud654\ud558\uace0 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \ub354 \uae4a\uc740 \uc774\ud574\ub97c \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c \uc694\uc778\ubd84\uc11d\uc740 \uadfc\ubcf8\uc801\uc778 \uc694\uc778\uc744 \uc124\uba85\ud558\ub294 \ub370 \uac00\uc7a5 \uc911\uc694\ud55c \ubcc0\uc218\ub97c \uc2dd\ubcc4\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4.<\/p>\n<p>\uacb0\ub860\uc801\uc73c\ub85c, \ucc28\uc6d0 \ucd95\uc18c\ub294 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ubd84\uc11d\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc758 \uc911\uc694\ud55c \uae30\ubc95\uc785\ub2c8\ub2e4. \uc8fc\uc131\ubd84 \ubd84\uc11d(PCA)\uacfc \uc694\uc778 \ubd84\uc11d(FA)\uc740 \ubd84\uc11d\uc744 \ub2e8\uc21c\ud654\ud558\uace0 \ub370\uc774\ud130\ub97c \ub354 \uae4a\uc774 \uc774\ud574\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ub300\ud45c\uc801\uc778 \ucc28\uc6d0 \ucd95\uc18c \uae30\ubc95\uc785\ub2c8\ub2e4.<\/p>\n<h2>\uc0c1\uad00\uad00\uacc4\uc640 \uc778\uacfc\uad00\uacc4<\/h2>\n<p>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc740 \ub370\uc774\ud130\uc5d0 \uc228\uaca8\uc9c4 \ud328\ud134\uacfc \uad00\uacc4\ub97c \ubc1d\ud600\ub0b4\ub294 \uac15\ub825\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. EDA\uc5d0\uc11c \uac00\uc7a5 \uc911\uc694\ud55c \uce21\uba74 \uc911 \ud558\ub098\ub294 \uc0c1\uad00\uad00\uacc4\uc640 \uc778\uacfc\uad00\uacc4\uc758 \ucc28\uc774\ub97c \uc774\ud574\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774 \ub450 \uc6a9\uc5b4\ub294 \uc885\uc885 \ud63c\uc6a9\ub418\uc9c0\ub9cc, \uc5c4\uc5f0\ud788 \ub2e4\ub978 \uc758\ubbf8\ub97c \uc9c0\ub2d9\ub2c8\ub2e4.<\/p>\n<h3>\uc0c1\uad00 \uacc4\uc218<\/h3>\n<p>\uc0c1\uad00 \uacc4\uc218\ub294 \ub450 \ubcc0\uc218 \uac04 \uad00\uacc4\uc758 \uac15\ub3c4\uc640 \ubc29\ud5a5\uc744 \ub098\ud0c0\ub0b4\ub294 \ucc99\ub3c4\uc785\ub2c8\ub2e4. \uc0c1\uad00 \uacc4\uc218\ub294 -1\uc5d0\uc11c 1\uae4c\uc9c0\uc758 \uac12\uc744 \uac00\uc9c0\uba70, -1\uc740 \uc644\ubcbd\ud55c \uc74c\uc758 \uc0c1\uad00\uad00\uacc4, 0\uc740 \uc0c1\uad00\uad00\uacc4\uac00 \uc5c6\uc74c, 1\uc740 \uc644\ubcbd\ud55c \uc591\uc758 \uc0c1\uad00\uad00\uacc4\ub97c \ub098\ud0c0\ub0c5\ub2c8\ub2e4. \uc0c1\uad00\uad00\uacc4\uac00 \uc778\uacfc\uad00\uacc4\ub97c \uc758\ubbf8\ud558\ub294 \uac83\uc740 \uc544\ub2c8\ub77c\ub294 \uc810\uc5d0 \uc720\uc758\ud574\uc57c \ud569\ub2c8\ub2e4. \ub450 \ubcc0\uc218 \uc0ac\uc774\uc5d0 \uc0c1\uad00\uad00\uacc4\uac00 \uc788\ub2e4\uace0 \ud574\uc11c \ud55c \ubcc0\uc218\uac00 \ub2e4\ub978 \ubcc0\uc218\uc758 \uc6d0\uc778\uc774\ub77c\uace0 \ub2e8\uc815\ud560 \uc218\ub294 \uc5c6\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uc778\uacfc \ucd94\ub860<\/h3>\n<p>\uc778\uacfc \ucd94\ub860\uc740 \ub450 \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\uac00 \uc778\uacfc\uc801\uc778\uc9c0 \uc5ec\ubd80\ub97c \ud310\ub2e8\ud558\ub294 \uacfc\uc815\uc785\ub2c8\ub2e4. \uc774\ub294 \ub450 \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\uc5d0 \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\ub294 \uad50\ub780 \ubcc0\uc218\uac00 \ub9ce\uae30 \ub54c\ubb38\uc5d0 \uc5b4\ub824\uc6b4 \uc791\uc5c5\uc77c \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc778\uacfc \uad00\uacc4\ub97c \ud655\uc778\ud558\ub294 \ud55c \uac00\uc9c0 \ubc29\ubc95\uc740 \ubb34\uc791\uc704 \ub300\uc870 \uc2dc\ud5d8(RCT)\uc744 \uc774\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. RCT\uc5d0\uc11c\ub294 \ud53c\ud5d8\uc790\ub97c \ubb34\uc791\uc704\ub85c \uc11c\ub85c \ub2e4\ub978 \uce58\ub8cc \ub610\ub294 \uc911\uc7ac\uc5d0 \ubc30\uc815\ud569\ub2c8\ub2e4. \uadf8\ub7ec\ub098 RCT\ub294 \ud56d\uc0c1 \uc2e4\ud589 \uac00\ub2a5\ud558\uac70\ub098 \uc724\ub9ac\uc801\uc778 \ubb38\uc81c\uac00 \uc788\ub294 \uac83\uc740 \uc544\ub2c8\uba70, \uc774\ub7ec\ud55c \uacbd\uc6b0 \uad00\ucc30 \uc5f0\uad6c\uac00 \ub300\uc2e0 \uc0ac\uc6a9\ub418\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc744 \uc218\ud589\ud560 \ub54c\ub294 \uc0c1\uad00\uad00\uacc4\uc640 \uc778\uacfc\uad00\uacc4\uc758 \ucc28\uc774\ub97c \uba85\ud655\ud788 \uad6c\ubd84\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \uc0c1\uad00\uad00\uacc4\ub294 \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\ub97c \ud30c\uc545\ud558\ub294 \ub370 \uc720\uc6a9\ud55c \ub3c4\uad6c\uc774\uc9c0\ub9cc, \uc778\uacfc\uad00\uacc4\ub97c \uaddc\uba85\ud558\uae30 \uc704\ud574\uc11c\ub294 \ub2e4\ub978 \ubc29\ubc95\uc744 \ud65c\uc6a9\ud574\uc57c \ud569\ub2c8\ub2e4. \uc0c1\uad00\uad00\uacc4\uc758 \ud55c\uacc4\uc640 \uc778\uacfc \ucd94\ub860\uc758 \uc911\uc694\uc131\uc744 \uc774\ud574\ud568\uc73c\ub85c\uc368 \ub370\uc774\ud130\uc5d0\uc11c \uadc0\uc911\ud55c \ud1b5\ucc30\ub825\uc744 \uc5bb\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uace0\uae09 EDA \uae30\uc220<\/h2>\n<p>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc740 \ub370\uc774\ud130 \uc138\ud2b8 \ub0b4\uc5d0 \uc874\uc7ac\ud558\ub294 \ud2b9\uc131, \ud328\ud134 \ubc0f \uad00\uacc4\ub97c \uc774\ud574\ud558\uae30 \uc704\ud55c \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc911\uc694\ud55c \ub2e8\uacc4\uc785\ub2c8\ub2e4. EDA\ub294 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud55c \ub2e4\uc591\ud55c \ubc29\ubc95\uacfc \uae30\uc220\uc744 \ud3ec\uad04\ud558\ub294 \uad11\ubc94\uc704\ud55c \ubd84\uc57c\uc785\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \ub450 \uac00\uc9c0 \uace0\uae09 EDA \uae30\ubc95\uc778 \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uacfc \uc774\uc0c1 \ud0d0\uc9c0\uc5d0 \ub300\ud574 \ub17c\uc758\ud569\ub2c8\ub2e4.<\/p>\n<h3>\uad70\uc9d1 \ubd84\uc11d<\/h3>\n<p>\uad70\uc9d1 \ubd84\uc11d\uc740 \uc720\uc0ac\ud55c \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\ub97c \ud2b9\uc131\uc744 \uae30\ubc18\uc73c\ub85c \uadf8\ub8f9\ud654\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \uae30\ubc95\uc785\ub2c8\ub2e4. \uc774 \uae30\ubc95\uc740 \ub370\uc774\ud130 \uc138\ud2b8 \ub0b4\uc758 \ud328\ud134\uacfc \uad00\uacc4\ub97c \ud30c\uc545\ud558\ub294 \ub370 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uad70\uc9d1 \ubd84\uc11d\uc740 K-\ud3c9\uade0, \uacc4\uce35\uc801 \uad70\uc9d1, DBSCAN \ub4f1 \ub2e4\uc591\ud55c \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uad70\uc9d1 \ubd84\uc11d\uc744 \uc218\ud589\ud558\ub824\uba74 \uba3c\uc800 \uad70\uc9d1\ud654\ud560 \ubcc0\uc218\ub97c \uc120\ud0dd\ud574\uc57c \ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc73c\ub85c \uc801\uc808\ud55c \uc54c\uace0\ub9ac\uc998\uc744 \uc120\ud0dd\ud558\uace0 \ub9e4\uac1c\ubcc0\uc218\ub97c \uc124\uc815\ud574\uc57c \ud569\ub2c8\ub2e4. \ub9c8\uc9c0\ub9c9\uc73c\ub85c \uacb0\uacfc\ub97c \ud574\uc11d\ud558\uace0 \uacb0\ub860\uc744 \ub3c4\ucd9c\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<h3>\uc774\uc0c1 \ud0d0\uc9c0<\/h3>\n<p>\uc774\uc0c1 \ud0d0\uc9c0\ub294 \ub370\uc774\ud130 \uc804\uccb4\uc5d0\uc11c \uc720\uc758\ubbf8\ud558\uac8c \ub2e4\ub978 \ub370\uc774\ud130 \ud3ec\uc778\ud2b8\ub97c \uc2dd\ubcc4\ud558\ub294 \uae30\uc220\uc785\ub2c8\ub2e4. \uc774 \uae30\uc220\uc740 \ub370\uc774\ud130 \uc138\ud2b8 \ub0b4\uc758 \uc624\ub958, \uc0ac\uae30 \ubc0f \uae30\ud0c0 \ube44\uc815\uc0c1\uc801\uc778 \uc774\ubca4\ud2b8\ub97c \ud0d0\uc9c0\ud558\ub294 \ub370 \uc720\uc6a9\ud569\ub2c8\ub2e4. \uc774\uc0c1 \ud0d0\uc9c0\ub294 Isolation Forest, Local Outlier Factor, One-Class SVM \ub4f1 \ub2e4\uc591\ud55c \uc54c\uace0\ub9ac\uc998\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc774\uc0c1 \ud0d0\uc9c0\ub97c \uc218\ud589\ud558\ub824\uba74 \uba3c\uc800 \ubd84\uc11d\ud560 \ubcc0\uc218\ub97c \uc120\ud0dd\ud574\uc57c \ud569\ub2c8\ub2e4. \ub2e4\uc74c\uc73c\ub85c \uc801\uc808\ud55c \uc54c\uace0\ub9ac\uc998\uc744 \uc120\ud0dd\ud558\uace0 \ub9e4\uac1c\ubcc0\uc218\ub97c \uc124\uc815\ud574\uc57c \ud569\ub2c8\ub2e4. \ub9c8\uc9c0\ub9c9\uc73c\ub85c \uacb0\uacfc\ub97c \ud574\uc11d\ud558\uace0 \uc774\uc0c1 \uc9d5\ud6c4\ub97c \uc870\uc0ac\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>\uc694\uc57d\ud558\uc790\uba74, \ud074\ub7ec\uc2a4\ud130 \ubd84\uc11d\uacfc \uc774\uc0c1 \ud0d0\uc9c0\ub294 \ub370\uc774\ud130\uc5d0\uc11c \uc720\uc6a9\ud55c \uc815\ubcf4\ub97c \ucd94\ucd9c\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub418\ub294 \ub450 \uac00\uc9c0 \uace0\uae09 \ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA) \uae30\ubc95\uc785\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\ubc95\uc744 \ud65c\uc6a9\ud558\uba74 \ub370\uc774\ud130 \uc138\ud2b8 \ub0b4\uc758 \ud328\ud134, \uad00\uacc4, \uc624\ub958 \ubc0f \uae30\ud0c0 \ube44\uc815\uc0c1\uc801\uc778 \uc774\ubca4\ud2b8\ub97c \uc2dd\ubcc4\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uc0ac\ub840 \uc5f0\uad6c \ubc0f \uc801\uc6a9 \uc0ac\ub840<\/h2>\n<p>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc740 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0 \uc801\uc6a9\ud558\uc5ec \ud1b5\ucc30\ub825\uc744 \ub3c4\ucd9c\ud558\uace0 \uc758\uc0ac\uacb0\uc815\uc744 \uc9c0\uc6d0\ud558\ub294 \uac15\ub825\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uc774 \uc139\uc158\uc5d0\uc11c\ub294 \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc640 \uacfc\ud559 \uc5f0\uad6c\uc5d0\uc11c EDA\uac00 \uc5b4\ub5bb\uac8c \ud65c\uc6a9\ub418\ub294\uc9c0 \uc0b4\ud3b4\ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4\uc5d0\uc11c\uc758 EDA<\/h3>\n<p>EDA(\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d)\ub294 \uae30\uc5c5\uc774 \ub370\uc774\ud130\uc5d0\uc11c \uc228\uaca8\uc9c4 \ud328\ud134\uacfc \ucd94\uc138\ub97c \ud30c\uc545\ud558\uc5ec \uacbd\uc7c1 \uc6b0\uc704\ub97c \ud655\ubcf4\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc8fc\ub294 \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4(BI)\uc758 \ud575\uc2ec \uc694\uc18c\uc785\ub2c8\ub2e4. BI \ud300\uc740 \ub2e4\uc591\ud55c \uc18c\uc2a4\uc758 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uc131\uc7a5 \uae30\ud68c\ub97c \uc2dd\ubcc4\ud558\uace0, \uc6b4\uc601\uc744 \ucd5c\uc801\ud654\ud558\uba70, \uace0\uac1d \uacbd\ud5d8\uc744 \uac1c\uc120\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc608\ub97c \ub4e4\uc5b4, EDA\ub294 \uace0\uac1d \ud589\ub3d9 \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uace0\uac1d \uc120\ud638\ub3c4\uc758 \ud328\ud134, \uc989 \uc5b4\ub5a4 \uc81c\ud488\uc774\ub098 \uc11c\ube44\uc2a4\uac00 \uac00\uc7a5 \uc778\uae30 \uc788\ub294\uc9c0, \uace0\uac1d\uc774 \uc5b4\ub5a4 \ucc44\ub110\uc744 \uc120\ud638\ud558\ub294\uc9c0 \ub4f1\uc744 \ud30c\uc545\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub807\uac8c \uc5bb\uc740 \uc815\ubcf4\ub294 \ub9c8\ucf00\ud305 \ucea0\ud398\uc778, \uc81c\ud488 \uac1c\ubc1c \ubc0f \uace0\uac1d \uc9c0\uc6d0\uc744 \uac1c\uc120\ud558\ub294 \ub370 \ud65c\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\uacfc\ud559 \uc5f0\uad6c\uc5d0\uc11c\uc758 EDA<\/h3>\n<p>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc740 \ubcf5\uc7a1\ud55c \ub370\uc774\ud130 \uc138\ud2b8\ub97c \ubd84\uc11d\ud558\uace0 \ubcc0\uc218 \uac04\uc758 \ud328\ud134\uacfc \uad00\uacc4\ub97c \ud30c\uc545\ud558\uae30 \uc704\ud574 \uacfc\ud559 \uc5f0\uad6c\uc5d0\uc11c \ub110\ub9ac \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uc5f0\uad6c\uc790\ub4e4\uc740 EDA \uae30\ubc95\uc744 \ud65c\uc6a9\ud558\uc5ec \uc790\uc5f0 \ud604\uc0c1\uc758 \uadfc\ubcf8\uc801\uc778 \uba54\ucee4\ub2c8\uc998\uc744 \uc774\ud574\ud558\uace0, \uc7a0\uc7ac\uc801 \uc704\ud5d8 \uc694\uc18c\ub97c \ud30c\uc545\ud558\uba70, \uc0c8\ub85c\uc6b4 \uac00\uc124\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc608\ub97c \ub4e4\uc5b4, EDA\ub294 \uc758\ud559 \uc5f0\uad6c \ub370\uc774\ud130\ub97c \ubd84\uc11d\ud558\uc5ec \uc720\uc804\uc801 \uc18c\uc778\uc774\ub098 \uc0dd\ud65c \uc2b5\uad00 \uc694\uc778\uacfc \uac19\uc740 \uc9c8\ubcd1\uc758 \uc7a0\uc7ac\uc801 \uc704\ud5d8 \uc694\uc778\uc744 \uc2dd\ubcc4\ud558\ub294 \ub370 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uc704\ud5d8 \uc694\uc778\uc744 \uc2dd\ubcc4\ud568\uc73c\ub85c\uc368 \uc5f0\uad6c\uc790\ub4e4\uc740 \uc0c8\ub85c\uc6b4 \uc608\ubc29 \uc804\ub7b5\uacfc \uce58\ub8cc\ubc95\uc744 \uac1c\ubc1c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc804\ubc18\uc801\uc73c\ub85c EDA\ub294 \ub2e4\uc591\ud55c \ubd84\uc57c\uc5d0 \uc801\uc6a9\ud558\uc5ec \ud1b5\ucc30\ub825\uc744 \ub3c4\ucd9c\ud558\uace0 \uc758\uc0ac\uacb0\uc815\uc744 \uc9c0\uc6d0\ud558\ub294 \ub2e4\uc7ac\ub2e4\ub2a5\ud558\uace0 \uac15\ub825\ud55c \ub3c4\uad6c\uc785\ub2c8\ub2e4. \ube44\uc988\ub2c8\uc2a4 \uc778\ud154\ub9ac\uc804\uc2a4 \ubd84\uc57c\ub4e0 \uacfc\ud559 \uc5f0\uad6c \ubd84\uc57c\ub4e0, EDA\ub294 \ub370\uc774\ud130\ub97c \ub354 \uae4a\uc774 \uc774\ud574\ud558\uace0 \ub3c4\ucd9c\ub41c \ud1b5\ucc30\ub825\uc744 \ubc14\ud0d5\uc73c\ub85c \uc815\ubcf4\uc5d0 \uc785\uac01\ud55c \uacb0\uc815\uc744 \ub0b4\ub9ac\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\ubaa8\ubc94 \uc0ac\ub840 \ubc0f \ud568\uc815<\/h2>\n<h3>\uc7ac\ud604\uc131 \ud655\ubcf4<\/h3>\n<p>\uc7ac\ud604\uc131\uc744 \ud655\ubcf4\ud558\ub294 \uac83\uc740 \ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc5d0\uc11c \ub9e4\uc6b0 \uc911\uc694\ud55c \uc694\uc18c\uc785\ub2c8\ub2e4. \ub2e4\ub978 \uc0ac\ub78c\ub4e4\uc774 \uc5ec\ub7ec\ubd84\uc758 \uc791\uc5c5\uc744 \uc27d\uac8c \uc7ac\ud604\ud560 \uc218 \uc788\ub3c4\ub85d \ucf54\ub4dc\uc640 \ubd84\uc11d \ub2e8\uacc4\ub97c \ud56d\uc0c1 \ubb38\uc11c\ud654\ud574\uc57c \ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ub370\uc774\ud130 \ucd9c\ucc98, \ub370\uc774\ud130 \uc815\uc81c \ubc0f \uc804\ucc98\ub9ac \ub2e8\uacc4, \ubcc0\uc218 \ubcc0\ud658, \uc0ac\uc6a9\ub41c \ud1b5\uacc4 \ud14c\uc2a4\ud2b8 \ub610\ub294 \ubaa8\ub378 \ub4f1\uc774 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc8fc\uc11d, \ub9c8\ud06c\ub2e4\uc6b4 \uc140 \ub610\ub294 \ubcc4\ub3c4\uc758 \ubb38\uc11c \ud30c\uc77c\uc744 \ud65c\uc6a9\ud558\uc5ec \uc774\ub97c \uad6c\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<p>\uc7ac\ud604\uc131\uc744 \ud655\ubcf4\ud558\ub294 \ub610 \ub2e4\ub978 \ubc29\ubc95\uc740 Git\uacfc \uac19\uc740 \ubc84\uc804 \uad00\ub9ac \uc2dc\uc2a4\ud15c\uc744 \uc0ac\uc6a9\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub97c \ud1b5\ud574 \ucf54\ub4dc \ubc0f \ubd84\uc11d \ubcc0\uacbd \uc0ac\ud56d\uc744 \uc2dc\uac04 \uacbd\uacfc\uc5d0 \ub530\ub77c \ucd94\uc801\ud558\uace0, \ub2e4\ub978 \uc0ac\ub78c\ub4e4\uacfc \ud611\uc5c5\ud558\uba70, \ud544\uc694\ud55c \uacbd\uc6b0 \uc774\uc804 \ubc84\uc804\uc73c\ub85c \ub418\ub3cc\ub9b4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h3>\ud754\ud788 \uc800\uc9c0\ub974\ub294 \uc2e4\uc218\ub97c \ud53c\ud558\ub294 \ubc29\ubc95<\/h3>\n<p>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc744 \uc218\ud589\ud560 \ub54c \ud53c\ud574\uc57c \ud560 \uba87 \uac00\uc9c0 \ud754\ud55c \uc2e4\uc218\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uac00\uc7a5 \ud754\ud55c \uc2e4\uc218 \uc911 \ud558\ub098\ub294 \uacb0\uce21\uac12\uc774\ub098 \uc720\ud6a8\ud558\uc9c0 \uc54a\uc740 \ub370\uc774\ud130\ub97c \ud655\uc778\ud558\uc9c0 \uc54a\ub294 \uac83\uc785\ub2c8\ub2e4. \uc774\ub294 \ud3b8\ud5a5\ub418\uac70\ub098 \uc798\ubabb\ub41c \uacb0\uacfc\ub97c \ucd08\ub798\ud560 \uc218 \uc788\uc73c\uba70, \ud1b5\uacc4 \uac80\uc815\uc774\ub098 \ubaa8\ub378\uc758 \uc131\ub2a5\uc5d0\ub3c4 \uc601\ud5a5\uc744 \ubbf8\uce60 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub530\ub77c\uc11c \uacb0\uce21\uac12\uc774\ub098 \uc720\ud6a8\ud558\uc9c0 \uc54a\uc740 \ub370\uc774\ud130\ub294 \ud56d\uc0c1 \ud655\uc778\ud558\uace0, \uc774\ub97c \ucc98\ub9ac\ud560 \uc801\uc808\ud55c \uc804\ub7b5\uc744 \uc138\uc6cc\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>\ub610 \ub2e4\ub978 \ud754\ud55c \uc2e4\uc218\ub294 \ub370\uc774\ud130\ub97c \ucda9\ubd84\ud788 \ud0d0\uc0c9\ud558\uc9c0 \uc54a\ub294 \uac83\uc785\ub2c8\ub2e4. \ub2e4\uc591\ud55c \uc2dc\uac01\ud654 \ubc0f \ud1b5\uacc4 \uae30\ubc95\uc744 \ud65c\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ucca0\uc800\ud788 \ud0d0\uc0c9\ud558\uace0 \ud328\ud134\uc774\ub098 \uc774\uc0c1 \uc9d5\ud6c4\ub97c \ud30c\uc545\ud558\ub294 \uac83\uc774 \uc911\uc694\ud569\ub2c8\ub2e4. \ub370\uc774\ud130\ub97c \uc774\ud574\ud558\uae30 \uc704\ud574 \ub2e8 \ud558\ub098\uc758 \uae30\ubc95\uc774\ub098 \uc694\uc57d \ud1b5\uacc4\uc5d0\ub9cc \uc758\uc874\ud574\uc11c\ub294 \uc548 \ub429\ub2c8\ub2e4.<\/p>\n<p>\ub9c8\uc9c0\ub9c9\uc73c\ub85c, \ub370\uc774\ud130\ub098 \ubd84\uc11d\uc5d0 \ub0b4\uc7ac\ub41c \uc7a0\uc7ac\uc801 \ud3b8\ud5a5\uc5d0 \uc720\uc758\ud574\uc57c \ud569\ub2c8\ub2e4. \uc5ec\uae30\uc5d0\ub294 \ud45c\ubcf8 \ucd94\ucd9c \ud3b8\ud5a5, \uce21\uc815 \ud3b8\ud5a5 \ub610\ub294 \uad50\ub780 \ubcc0\uc218\uac00 \ud3ec\ud568\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc7a0\uc7ac\uc801 \ud3b8\ud5a5\uacfc \uadf8\uac83\uc774 \ubd84\uc11d\uc5d0 \ubbf8\uce58\ub294 \uc601\ud5a5\uc5d0 \ub300\ud574 \ud56d\uc0c1 \ud22c\uba85\ud558\uac8c \uacf5\uac1c\ud574\uc57c \ud569\ub2c8\ub2e4.<\/p>\n<p>\uc774\ub7ec\ud55c \ubaa8\ubc94 \uc0ac\ub840\ub97c \ub530\ub974\uace0 \ud754\ud788 \ubc1c\uc0dd\ud558\ub294 \uc2e4\uc218\ub97c \ud53c\ud558\uba74 EDA\uac00 \uc815\ud655\ud558\uace0 \uc7ac\ud604 \uac00\ub2a5\ud558\uba70 \ud1b5\ucc30\ub825 \uc788\ub294 \uacb0\uacfc\ub97c \uc81c\uacf5\ud558\ub3c4\ub85d \ubcf4\uc7a5\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n<h2>\uc790\uc8fc \ubb3b\ub294 \uc9c8\ubb38<\/h2>\n<h3>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc218\ud589\ud558\ub294 \uc8fc\uc694 \ubaa9\uc801\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/h3>\n<p>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc740 \ubc29\ub300\ud55c \ub370\uc774\ud130\uc758 \uc138\uacc4\ub97c \ud0d0\uc0c9\ud558\ub294 \ub370 \uc788\uc5b4 \ub098\uce68\ubc18 \uc5ed\ud560\uc744 \ud558\ub294, \ub370\uc774\ud130 \ubd84\uc11d \uc5ec\uc815\uc758 \ud575\uc2ec \ub2e8\uacc4\uc785\ub2c8\ub2e4. EDA\uc758 \uc8fc\uc694 \ubaa9\uc801\uc740 \ub370\uc774\ud130\uc5d0 \ub300\ud55c \ucd08\uae30 \uc774\ud574\ub97c \uc5bb\uace0, \ud328\ud134\uacfc \ucd94\uc138\ub97c \ud30c\uc545\ud558\uba70, \uc774\uc0c1\uce58\uc640 \ud2b9\uc774\uac12\uc744 \ud0d0\uc9c0\ud558\uace0, \ub204\ub77d\ub418\uac70\ub098 \uc624\ub958\uac00 \uc788\ub294 \ub370\uc774\ud130\ub97c \ud655\uc778\ud558\ub294 \uac83\uc785\ub2c8\ub2e4. EDA\ub294 \ub610\ud55c \ucd94\uac00 \ubd84\uc11d\uc5d0 \uc801\ud569\ud55c \ud1b5\uacc4 \uae30\ubc95\uacfc \ubaa8\ub378\uc744 \uc120\ud0dd\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4.<\/p>\n<h3>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc5d0\uc11c \ub370\uc774\ud130 \ud2b9\uc131\uc744 \uc694\uc57d\ud558\ub294 \ub370 \uc77c\ubc18\uc801\uc73c\ub85c \uc0ac\uc6a9\ub418\ub294 \ud1b5\uacc4 \uae30\ubc95\uc5d0\ub294 \uc5b4\ub5a4 \uac83\ub4e4\uc774 \uc788\uc2b5\ub2c8\uae4c?<\/h3>\n<p>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc740 \uc911\uc2ec \uacbd\ud5a5 \uce21\uc815\uac12(\ud3c9\uade0, \uc911\uc559\uac12, \ucd5c\ube48\uac12), \ubd84\uc0b0 \uce21\uc815\uac12(\ubd84\uc0b0, \ud45c\uc900 \ud3b8\ucc28, \ubc94\uc704), \uc0c1\uad00 \ubd84\uc11d, \ud68c\uadc0 \ubd84\uc11d, \uac00\uc124 \uac80\uc815 \ubc0f \ud1b5\uacc4 \ubaa8\ub378\ub9c1\uacfc \uac19\uc740 \ub2e4\uc591\ud55c \ud1b5\uacc4 \uae30\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\uc758 \ud2b9\uc131\uc744 \uc694\uc57d\ud558\ub294 \uac83\uc744 \ud3ec\ud568\ud569\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\ubc95\ub4e4\uc740 \ub370\uc774\ud130\uc758 \uadfc\ubcf8\uc801\uc778 \ud328\ud134\uacfc \uad00\uacc4\ub97c \ud30c\uc545\ud558\uace0 \uc774\uc0c1\uce58\ub098 \ud2b9\uc774\uac12\uc744 \ud0d0\uc9c0\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4.<\/p>\n<h3>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc740 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \ud328\ud134\uacfc \uc774\uc0c1 \uc9d5\ud6c4\ub97c \uc2dd\ubcc4\ud558\ub294 \ub370 \uc5b4\ub5bb\uac8c \ub3c4\uc6c0\uc774 \ub420\uae4c\uc694?<\/h3>\n<p>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc740 \uc0b0\uc810\ub3c4, \ud788\uc2a4\ud1a0\uadf8\ub7a8, \uc0c1\uc790 \uadf8\ub9bc, \ud788\ud2b8\ub9f5\uacfc \uac19\uc740 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \uae30\ubc95\uc744 \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130 \uc138\ud2b8\uc5d0\uc11c \ud328\ud134\uacfc \uc774\uc0c1\uce58\ub97c \uc2dd\ubcc4\ud558\ub294 \ub370 \ub3c4\uc6c0\uc744 \uc90d\ub2c8\ub2e4. \uc774\ub7ec\ud55c \uae30\ubc95\uc744 \ud1b5\ud574 \ubd84\uc11d\uac00\ub294 \ub370\uc774\ud130\uc758 \ucd94\uc138, \uad70\uc9d1, \uc774\uc0c1\uce58\ub97c \ud30c\uc545\ud558\uace0 \ub2e4\uc591\ud55c \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\ub97c \ud0d0\uc0c9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ud55c EDA\ub294 \uae30\uc220 \ud1b5\uacc4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \uc694\uc57d\ud558\uace0 \ud2b9\uc774\ud558\uac70\ub098 \uc608\uc0c1\uce58 \ubabb\ud55c \uac12\uc744 \uc2dd\ubcc4\ud569\ub2c8\ub2e4.<\/p>\n<h3>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d\uc5d0\uc11c \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub294 \uc5b4\ub5a4 \uc5ed\ud560\uc744 \ud560\uae4c\uc694?<\/h3>\n<p>\ub370\uc774\ud130 \uc2dc\uac01\ud654\ub294 \ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d\uc5d0\uc11c \ub9e4\uc6b0 \uc911\uc694\ud55c \uc5ed\ud560\uc744 \ud569\ub2c8\ub2e4. \ubd84\uc11d\uac00\uac00 \ub370\uc774\ud130\ub97c \uc2e0\uc18d\ud558\uace0 \ud6a8\uacfc\uc801\uc73c\ub85c \ubd84\uc11d\ud560 \uc218 \uc788\ub3c4\ub85d \ud574\uc8fc\uae30 \ub54c\ubb38\uc785\ub2c8\ub2e4. \uc0b0\uc810\ub3c4, \ud788\uc2a4\ud1a0\uadf8\ub7a8, \uc0c1\uc790 \uadf8\ub9bc\uacfc \uac19\uc740 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \uae30\ubc95\uc740 \ub370\uc774\ud130\uc758 \ud328\ud134, \ucd94\uc138, \uc774\uc0c1\uce58\ub97c \ud30c\uc545\ud558\uace0 \ub2e4\uc591\ud55c \ubcc0\uc218 \uac04\uc758 \uad00\uacc4\ub97c \ud0d0\uc0c9\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \ub610\ud55c \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub294 \ubd84\uc11d \uacb0\uacfc\ub97c \ub354 \ub9ce\uc740 \uc0ac\ub78c\ub4e4\uc5d0\uac8c \ud6a8\uacfc\uc801\uc73c\ub85c \uc804\ub2ec\ud558\ub294 \ub370\uc5d0\ub3c4 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<h3>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc744 \ud65c\uc6a9\ud558\uc5ec \ubcf4\ub2e4 \ubcf5\uc7a1\ud55c \ud1b5\uacc4 \ubaa8\ub378\ub9c1\uc5d0 \ud544\uc694\ud55c \ub370\uc774\ud130\ub97c \uc5b4\ub5bb\uac8c \uc900\ube44\ud560 \uc218 \uc788\uc744\uae4c\uc694?<\/h3>\n<p>\ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc740 \ub204\ub77d\ub418\uac70\ub098 \uc624\ub958\uac00 \uc788\ub294 \ub370\uc774\ud130\ub97c \uc2dd\ubcc4\ud558\uace0, \uc774\uc0c1\uce58\uc640 \ud2b9\uc774\uac12\uc744 \uac80\uc0ac\ud558\uba70, \ucd94\uac00 \ubd84\uc11d\uc5d0 \uc801\ud569\ud55c \ud1b5\uacc4 \uae30\ubc95\uacfc \ubaa8\ub378\uc744 \uc120\ud0dd\ud568\uc73c\ub85c\uc368 \ubcf4\ub2e4 \ubcf5\uc7a1\ud55c \ud1b5\uacc4 \ubaa8\ub378\ub9c1\uc744 \uc704\ud55c \ub370\uc774\ud130 \uc900\ube44\uc5d0 \uc0ac\uc6a9\ub420 \uc218 \uc788\uc2b5\ub2c8\ub2e4. EDA\ub294 \ubaa8\ub378\ub9c1\uc5d0 \uac00\uc7a5 \uc801\ud569\ud55c \ubcc0\uc218\ub97c \uc120\ud0dd\ud558\uace0 \ubcc0\uc218 \uac04\uc758 \uc0c1\ud638\uc791\uc6a9\uc774\ub098 \ube44\uc120\ud615 \uad00\uacc4\ub97c \ud30c\uc545\ud558\ub294 \ub370 \ub3c4\uc6c0\uc774 \ub429\ub2c8\ub2e4. \ub610\ud55c \ubaa8\ub378\ub9c1 \uacfc\uc815\uc5d0\uc11c \ud1b5\uc81c\ud574\uc57c \ud560 \uc7a0\uc7ac\uc801 \uad50\ub780 \uc694\uc778\uc744 \uc2dd\ubcc4\ud558\ub294 \ub370\uc5d0\ub3c4 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n<h3>\uae30\uc220\ud1b5\uacc4\uc640 \ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d\uc758 \uc8fc\uc694 \ucc28\uc774\uc810\uc740 \ubb34\uc5c7\uc778\uac00\uc694?<\/h3>\n<p>\uae30\uc220\ud1b5\uacc4\uc640 \ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d\uc740 \ubaa8\ub450 \ub370\uc774\ud130\ub97c \uc694\uc57d\ud558\uace0 \ubd84\uc11d\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\uc9c0\ub9cc, \ubaa9\uc801\uacfc \ubc29\ubc95\uc5d0\uc11c \ucc28\uc774\uac00 \uc788\uc2b5\ub2c8\ub2e4. \uae30\uc220\ud1b5\uacc4\ub294 \uc911\uc2ec \uacbd\ud5a5 \ubc0f \ubd84\uc0b0 \uce21\uc815\uac12\uacfc \uac19\uc740 \ub370\uc774\ud130\uc758 \uae30\ubcf8 \ud2b9\uc9d5\uc744 \uc124\uba85\ud558\ub294 \ub370 \uc0ac\uc6a9\ub418\ub294 \ubc18\uba74, \ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d\uc740 \ub370\uc774\ud130\ub97c \ub354 \uae4a\uc774 \uc774\ud574\ud558\uace0, \ud328\ud134\uacfc \ucd94\uc138\ub97c \ud30c\uc545\ud558\uba70, \uc774\uc0c1\uce58\uc640 \ud2b9\uc774\uac12\uc744 \ud0d0\uc9c0\ud558\ub294 \ub370 \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \uae30\uc220\ud1b5\uacc4\ub294 \ub370\uc774\ud130 \uc694\uc57d\uc5d0 \ub354 \uc911\uc810\uc744 \ub450\ub294 \ubc18\uba74, \ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d\uc740 \ub370\uc774\ud130\ub97c \ud0d0\uc0c9\ud558\uace0 \ucd94\uac00 \ubd84\uc11d\uc744 \uc704\ud55c \uac00\uc124\uc744 \uc0dd\uc131\ud558\ub294 \ub370 \ub354 \uc911\uc810\uc744 \ub461\ub2c8\ub2e4.<\/p><\/div>","protected":false},"excerpt":{"rendered":"<p>Unlocking Insights: Demystifying Exploratory Data Analysis (EDA) If you work with data, you know that it can be overwhelming to dive into a new dataset. There is often too much data to examine and too many variables to consider. That&#8217;s where exploratory data analysis (EDA) comes in. EDA is the process of examining and understanding&hellip; <a class=\"more-link\" href=\"https:\/\/cloudbyte7.com\/ko\/unlocking-insights-demystifying-exploratory-data-analysis-eda\/\">\uacc4\uc18d \uc77d\uc5b4\ubcf4\uc138\uc694 <span class=\"screen-reader-text\">\ud1b5\ucc30\ub825 \ud655\ubcf4\ud558\uae30: \ud0d0\uc0c9\uc801 \ub370\uc774\ud130 \ubd84\uc11d(EDA)\uc758 \uc774\ud574<\/span><\/a><\/p>","protected":false},"author":34,"featured_media":1205,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Unlocking Insights: Demystifying Exploratory Data Analysis (EDA) - Cloud Byte 7<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/cloudbyte7.com\/ko\/unlocking-insights-demystifying-exploratory-data-analysis-eda\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Unlocking Insights: Demystifying Exploratory Data Analysis (EDA) - Cloud Byte 7\" \/>\n<meta property=\"og:description\" content=\"Unlocking Insights: Demystifying Exploratory Data Analysis (EDA) If you work with data, you know that it can be overwhelming to dive into a new dataset. 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There is often too much data to examine and too many variables to consider. That&#8217;s where exploratory data analysis (EDA) comes in. EDA is the process of examining and understanding&hellip; Continue reading Unlocking Insights: Demystifying Exploratory Data Analysis (EDA)","og_url":"https:\/\/cloudbyte7.com\/ko\/unlocking-insights-demystifying-exploratory-data-analysis-eda\/","og_site_name":"Cloud Byte 7","article_published_time":"2024-05-15T21:22:45+00:00","article_modified_time":"2025-05-05T22:08:52+00:00","og_image":[{"width":1280,"height":720,"url":"https:\/\/cloudbyte7.com\/wp-content\/uploads\/sites\/87\/2024\/05\/5.jpg","type":"image\/jpeg"}],"author":"samscorbaioli","twitter_card":"summary_large_image","twitter_misc":{"Written by":"samscorbaioli","Est. reading time":"18\ubd84"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/cloudbyte7.com\/unlocking-insights-demystifying-exploratory-data-analysis-eda\/","url":"https:\/\/cloudbyte7.com\/unlocking-insights-demystifying-exploratory-data-analysis-eda\/","name":"Unlocking Insights: Demystifying Exploratory Data Analysis (EDA) - Cloud Byte 7","isPartOf":{"@id":"https:\/\/cloudbyte7.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/cloudbyte7.com\/unlocking-insights-demystifying-exploratory-data-analysis-eda\/#primaryimage"},"image":{"@id":"https:\/\/cloudbyte7.com\/unlocking-insights-demystifying-exploratory-data-analysis-eda\/#primaryimage"},"thumbnailUrl":"https:\/\/cloudbyte7.com\/wp-content\/uploads\/sites\/87\/2024\/05\/5.jpg","datePublished":"2024-05-15T21:22:45+00:00","dateModified":"2025-05-05T22:08:52+00:00","author":{"@id":"https:\/\/cloudbyte7.com\/#\/schema\/person\/df2ed21dfa565b2f70941ee6a9c885b1"},"breadcrumb":{"@id":"https:\/\/cloudbyte7.com\/unlocking-insights-demystifying-exploratory-data-analysis-eda\/#breadcrumb"},"inLanguage":"ko-KR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/cloudbyte7.com\/unlocking-insights-demystifying-exploratory-data-analysis-eda\/"]}]},{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/cloudbyte7.com\/unlocking-insights-demystifying-exploratory-data-analysis-eda\/#primaryimage","url":"https:\/\/cloudbyte7.com\/wp-content\/uploads\/sites\/87\/2024\/05\/5.jpg","contentUrl":"https:\/\/cloudbyte7.com\/wp-content\/uploads\/sites\/87\/2024\/05\/5.jpg","width":1280,"height":720,"caption":"Unlocking Insights: Demystifying Exploratory Data Analysis (EDA)"},{"@type":"BreadcrumbList","@id":"https:\/\/cloudbyte7.com\/unlocking-insights-demystifying-exploratory-data-analysis-eda\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/cloudbyte7.com\/"},{"@type":"ListItem","position":2,"name":"Unlocking Insights: Demystifying Exploratory Data Analysis (EDA)"}]},{"@type":"WebSite","@id":"https:\/\/cloudbyte7.com\/#website","url":"https:\/\/cloudbyte7.com\/","name":"Cloud Byte 7","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/cloudbyte7.com\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"ko-KR"},{"@type":"Person","@id":"https:\/\/cloudbyte7.com\/#\/schema\/person\/df2ed21dfa565b2f70941ee6a9c885b1","name":"samscorbaioli","image":{"@type":"ImageObject","inLanguage":"ko-KR","@id":"https:\/\/cloudbyte7.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/a087ecec51f980b678c50a15d4c223f2?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/a087ecec51f980b678c50a15d4c223f2?s=96&d=mm&r=g","caption":"samscorbaioli"},"url":"https:\/\/cloudbyte7.com\/ko\/author\/samscorbaioli\/"}]}},"_links":{"self":[{"href":"https:\/\/cloudbyte7.com\/ko\/wp-json\/wp\/v2\/posts\/110"}],"collection":[{"href":"https:\/\/cloudbyte7.com\/ko\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cloudbyte7.com\/ko\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cloudbyte7.com\/ko\/wp-json\/wp\/v2\/users\/34"}],"replies":[{"embeddable":true,"href":"https:\/\/cloudbyte7.com\/ko\/wp-json\/wp\/v2\/comments?post=110"}],"version-history":[{"count":1,"href":"https:\/\/cloudbyte7.com\/ko\/wp-json\/wp\/v2\/posts\/110\/revisions"}],"predecessor-version":[{"id":1206,"href":"https:\/\/cloudbyte7.com\/ko\/wp-json\/wp\/v2\/posts\/110\/revisions\/1206"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cloudbyte7.com\/ko\/wp-json\/wp\/v2\/media\/1205"}],"wp:attachment":[{"href":"https:\/\/cloudbyte7.com\/ko\/wp-json\/wp\/v2\/media?parent=110"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cloudbyte7.com\/ko\/wp-json\/wp\/v2\/categories?post=110"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cloudbyte7.com\/ko\/wp-json\/wp\/v2\/tags?post=110"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}