{"id":2082,"date":"2023-07-23T18:40:34","date_gmt":"2023-07-23T18:40:34","guid":{"rendered":"https:\/\/statorials.org\/ko\/python%e1%84%8b%e1%85%b4-cronbachs-%e1%84%8b%e1%85%a1%e1%86%af%e1%84%91%e1%85%a1\/"},"modified":"2023-07-23T18:40:34","modified_gmt":"2023-07-23T18:40:34","slug":"python%e1%84%8b%e1%85%b4-cronbachs-%e1%84%8b%e1%85%a1%e1%86%af%e1%84%91%e1%85%a1","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/python%e1%84%8b%e1%85%b4-cronbachs-%e1%84%8b%e1%85%a1%e1%86%af%e1%84%91%e1%85%a1\/","title":{"rendered":"Python\uc5d0\uc11c cronbach\uc758 \uc54c\ud30c\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95"},"content":{"rendered":"

<\/p>\n

\n

Chronbach’s Alpha\ub294<\/strong> \uc124\ubb38\uc9c0\ub098 \uc124\ubb38\uc870\uc0ac\uc758 \ub0b4\ubd80 \uc77c\uad00\uc131\uc744<\/a> \uce21\uc815\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4.<\/span><\/p>\n

Cronbach’s alpha\uc758 \ubc94\uc704\ub294 0\uc5d0\uc11c 1\uae4c\uc9c0\uc774\uba70, \uac12\uc774 \ub192\uc744\uc218\ub85d \uc124\ubb38\uc870\uc0ac\ub098 \uc124\ubb38\uc9c0\uc758 \uc2e0\ub8b0\uc131\uc774 \ub354 \ub192\ub2e4\ub294 \uac83\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4.<\/span><\/p>\n

\ub2e4\uc74c \uc608\ub294 Python\uc5d0\uc11c Cronbach’s Alpha\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n

\uc608: Python\uc5d0\uc11c Cronbach \uc54c\ud30c \uacc4\uc0b0<\/strong><\/span><\/h3>\n

\ub808\uc2a4\ud1a0\ub791 \uad00\ub9ac\uc790\uac00 \uc804\ubc18\uc801\uc778 \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \uce21\uc815\ud558\ub824\uace0 \ud558\uc5ec \uace0\uac1d 10\uba85\uc5d0\uac8c \uc124\ubb38\uc870\uc0ac\ub97c \ubcf4\ub0b4 \ub2e4\uc591\ud55c \uce74\ud14c\uace0\ub9ac\uc5d0 \ub300\ud574 1~3\uc810 \ucc99\ub3c4\ub85c \ub808\uc2a4\ud1a0\ub791\uc744 \ud3c9\uac00\ud55c\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n

\ub2e4\uc74c pandas DataFrame\uc740 \uc124\ubb38\uc870\uc0ac \uacb0\uacfc\ub97c \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n

 import<\/span> pandas as<\/span> pd\n\n#enter survey responses as a DataFrame\n<\/span><\/span><\/span>df = pd. DataFrame<\/span> ({' Q1<\/span> ': [1, 2, 2, 3, 2, 2, 3, 3, 2, 3],\n                   ' Q2<\/span> ': [1, 1, 1, 2, 3, 3, 2, 3, 3, 3],\n                   ' Q3<\/span> ': [1, 1, 2, 1, 2, 3, 3, 3, 2, 3]})\n\n<\/span>#view DataFrame\n<\/span>df\n\n<\/span>Q1 Q2 Q3\n0 1 1 1\n1 2 1 1\n2 2 1 2\n3 3 2 1\n4 2 3 2\n5 2 3 3\n6 3 2 3\n7 3 3 3\n8 2 3 2\n9 3 3 3<\/span><\/strong><\/span><\/pre>\n
 \uc124\ubb38\uc870\uc0ac \uc751\ub2f5\uc5d0 \ub300\ud55c Cronbach’s Alpha\ub97c \uacc4\uc0b0\ud558\ub824\uba74 \ud3ad\uadc4<\/strong> \ub77c\uc774\ube0c\ub7ec\ub9ac\uc758 cronbach_alpha()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n
 \uba3c\uc800 \ud3ad\uadc4 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \uc124\uce58\ud558\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n
 pip<\/span> install penguin<\/span><\/span><\/span>\n<\/strong><\/span><\/pre>\n
 \ub2e4\uc74c\uc73c\ub85c cronbach_alpha()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec Cronbach’s Alpha\ub97c \uacc4\uc0b0\ud569\ub2c8\ub2e4.<\/span><\/p>\n
 import<\/span> penguin as<\/span> pg\n\npg. cronbach_alpha<\/span> (data=df)\n\n(0.7734375, array([0.336, 0.939]))<\/strong><\/span><\/pre>\n
 Cronbach’s Alpha\ub294 0.773<\/strong> \uc73c\ub85c \ub098\ud0c0\ub0ac\ub2e4.<\/span><\/p>\n
 Cronbach’s Alpha\uc5d0 \ub300\ud55c 95% \uc2e0\ub8b0 \uad6c\uac04\ub3c4 \uc81c\uacf5\ub429\ub2c8\ub2e4: [.336, .939]<\/strong> .<\/span><\/p>\n
 \ucc38\uace0:<\/strong> \uc774 \uc2e0\ub8b0 \uad6c\uac04\uc740 \ud45c\ubcf8 \ud06c\uae30\uac00 \uc791\uae30 \ub54c\ubb38\uc5d0 \ub9e4\uc6b0 \ub113\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c\ub85c\ub294 \ucd5c\uc18c 20\uac1c\uc758 \ud45c\ubcf8 \ud06c\uae30\ub97c \uc0ac\uc6a9\ud558\ub294 \uac83\uc774 \uc88b\uc2b5\ub2c8\ub2e4. \uc5ec\uae30\uc11c\ub294 \ub2e8\uc21c\ud654\ub97c \uc704\ud574 \ud45c\ubcf8 \ud06c\uae30 10\uc744 \uc0ac\uc6a9\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/em><\/p>\n
 \uae30\ubcf8 \uc2e0\ub8b0 \uad6c\uac04\uc740 95%\uc774\uc9c0\ub9cc \ub2e4\uc74c<\/strong> \uc778\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub2e4\ub978 \uc2e0\ub8b0 \uc218\uc900\uc744 \uc9c0\uc815\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n
 import<\/span> penguin as<\/span> pg\n\n#calculate Cronbach's Alpha and corresponding 99% confidence interval\n<\/span>pg. cronbach_alpha<\/span> (data=df, ci= .99<\/span> )\n\n(0.7734375, array([0.062, 0.962]))<\/strong><\/span><\/pre>\n
 Cronbach’s Alpha \uac12\uc740 \ub3d9\uc77c\ud558\uac8c \uc720\uc9c0\ub418\uc9c0\ub9cc \ub354 \ub192\uc740 \uc2e0\ub8b0 \uc218\uc900\uc744 \uc0ac\uc6a9\ud588\uae30 \ub54c\ubb38\uc5d0 \uc2e0\ub8b0 \uad6c\uac04\uc774 \ud6e8\uc52c \ub354 \ub113\uc5b4\uc84c\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n
 \ub2e4\uc74c \ud45c\ub294 Cronbach’s Alpha\uc758 \ub2e4\uc591\ud55c \uac12\uc774 \uc77c\ubc18\uc801\uc73c\ub85c \uc5b4\ub5bb\uac8c \ud574\uc11d\ub418\ub294\uc9c0 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n\n\n\n\n\n\n\n\n\n
 \ud06c\ub860\ubc14\ud750 \uc54c\ud30c<\/span><\/strong><\/th>\n \ub0b4\uc801 \uc77c\uad00\uc131<\/span><\/strong><\/th>\n<\/tr>\n
 0.9 \u2264 \u03b1<\/span><\/td>\n \ud6cc\ub96d\ud55c<\/span><\/td>\n<\/tr>\n
 0.8 \u2264 \u03b1 < 0.9<\/span><\/td>\n \uc88b\uc740<\/span><\/td>\n<\/tr>\n
 0.7 \u2264 \u03b1 < 0.8<\/span><\/td>\n \ud5c8\uc6a9\ub428<\/span><\/td>\n<\/tr>\n
 0.6 \u2264 \u03b1 < 0.7<\/span><\/td>\n \uc218\uc0c1\ud55c<\/span><\/td>\n<\/tr>\n
 0.5 \u2264 \u03b1 < 0.6<\/span><\/td>\n \uac00\ub09c\ud55c<\/span><\/td>\n<\/tr>\n
 \u03b1 < 0.5<\/span><\/td>\n \ud5c8\uc6a9\ub418\uc9c0 \uc54a\uc74c<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n
 Cronbach’s alpha\ub294 0.773<\/strong> \uc73c\ub85c \uacc4\uc0b0\ub418\uc5c8\uc73c\ubbc0\ub85c \uc774 \uc124\ubb38\uc870\uc0ac\uc758 \ub0b4\ubd80 \uc77c\uad00\uc131\uc740 ‘\uc218\uc6a9 \uac00\ub2a5’\ud558\ub2e4\uace0 \ub9d0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n
 \ubcf4\ub108\uc2a4:<\/strong> \uc8fc\uc5b4\uc9c4 \ub370\uc774\ud130 \uc138\ud2b8\uc5d0 \ub300\ud55c Cronbach Alpha\ub97c \ucc3e\uc73c\ub824\uba74 \uc774 Cronbach Alpha \uacc4\uc0b0\uae30\ub97c \uc790\uc720\ub86d\uac8c \uc0ac\uc6a9\ud558\uc2ed\uc2dc\uc624.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"
Chronbach’s Alpha\ub294 \uc124\ubb38\uc9c0\ub098 \uc124\ubb38\uc870\uc0ac\uc758 \ub0b4\ubd80 \uc77c\uad00\uc131\uc744 \uce21\uc815\ud558\ub294 \ubc29\ubc95\uc785\ub2c8\ub2e4. Cronbach’s alpha\uc758 \ubc94\uc704\ub294 0\uc5d0\uc11c 1\uae4c\uc9c0\uc774\uba70, \uac12\uc774 \ub192\uc744\uc218\ub85d \uc124\ubb38\uc870\uc0ac\ub098 \uc124\ubb38\uc9c0\uc758 \uc2e0\ub8b0\uc131\uc774 \ub354 \ub192\ub2e4\ub294 \uac83\uc744 \ub098\ud0c0\ub0c5\ub2c8\ub2e4. \ub2e4\uc74c \uc608\ub294 Python\uc5d0\uc11c Cronbach’s Alpha\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4. \uc608: Python\uc5d0\uc11c Cronbach \uc54c\ud30c \uacc4\uc0b0 \ub808\uc2a4\ud1a0\ub791 \uad00\ub9ac\uc790\uac00 \uc804\ubc18\uc801\uc778 \uace0\uac1d \ub9cc\uc871\ub3c4\ub97c \uce21\uc815\ud558\ub824\uace0 \ud558\uc5ec \uace0\uac1d 10\uba85\uc5d0\uac8c \uc124\ubb38\uc870\uc0ac\ub97c \ubcf4\ub0b4 \ub2e4\uc591\ud55c \uce74\ud14c\uace0\ub9ac\uc5d0 \ub300\ud574 1~3\uc810 \ucc99\ub3c4\ub85c \ub808\uc2a4\ud1a0\ub791\uc744 \ud3c9\uac00\ud55c\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4. […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-2082","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"\nPython\uc5d0\uc11c Cronbach\uc758 \uc54c\ud30c\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95 - \ud1b5\uacc4\ud559<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Python\uc5d0\uc11c Cronbach\uc758 \uc54c\ud30c\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95\uc744 \uc608\uc81c\uc640 \ud568\uaed8 \uc124\uba85\ud569\ub2c8\ub2e4.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/ko\/python\u110b\u1174-cronbachs-\u110b\u1161\u11af\u1111\u1161\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Python\uc5d0\uc11c Cronbach\uc758 \uc54c\ud30c\ub97c \uacc4\uc0b0\ud558\ub294 \ubc29\ubc95 - 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