{"id":24083,"date":"2024-10-22T03:47:44","date_gmt":"2024-10-22T03:47:44","guid":{"rendered":"http:\/\/thelivesmart.com\/w\/?p=24083"},"modified":"2024-11-26T08:04:12","modified_gmt":"2024-11-26T08:04:12","slug":"%ed%8c%8c%ec%9d%b4%ec%8d%ac-%ec%9e%90%eb%a3%8c%ed%98%95-%ed%8c%90%eb%8b%a4%ec%8a%a4-%eb%8d%b0%ec%9d%b4%ed%84%b0-%ed%94%84%eb%a0%88%ec%9e%84pandas-dataframe","status":"publish","type":"post","link":"https:\/\/atmokpo.com\/w\/24083\/","title":{"rendered":"\ud30c\uc774\uc36c \uc790\ub8cc\ud615 &#8211; \ud310\ub2e4\uc2a4 \ub370\uc774\ud130 \ud504\ub808\uc784(Pandas Dataframe)"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">\ud310\ub2e4\uc2a4 \ub370\uc774\ud130\ud504\ub808\uc784<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\ud310\ub2e4\uc2a4(Pandas)<\/strong>\ub294 \ud30c\uc774\uc36c\uc5d0\uc11c \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub85c, \uadf8 \uc911&nbsp;<strong>\ub370\uc774\ud130\ud504\ub808\uc784(DataFrame)<\/strong>\uc740 \ud589\uacfc \uc5f4\ub85c \uc774\ub8e8\uc5b4\uc9c4 2\ucc28\uc6d0 \uc790\ub8cc\uad6c\uc870\uc785\ub2c8\ub2e4. \ub370\uc774\ud130\ud504\ub808\uc784\uc740 \uc5d1\uc140 \uc2a4\ud504\ub808\ub4dc\uc2dc\ud2b8\uc640 \uc720\uc0ac\ud55c \ud615\ud0dc\ub85c \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\uace0 \uc870\uc791\ud560 \uc218 \uc788\uc5b4 \ub370\uc774\ud130 \ubd84\uc11d \uc791\uc5c5\uc5d0 \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import pandas as pd\n\n# \ub370\uc774\ud130\ud504\ub808\uc784 \uc0dd\uc131\ndata = {\n    \"Name\": &#91;\"Alice\", \"Bob\", \"Charlie\"],\n    \"Age\": &#91;25, 30, 35],\n    \"City\": &#91;\"New York\", \"Los Angeles\", \"Chicago\"]\n}\ndf = pd.DataFrame(data)\nprint(df)<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\ub370\uc774\ud130\ud504\ub808\uc784\uc758 \uc8fc\uc694 \ud2b9\uc9d5<\/h3>\n\n\n\n<h3 class=\"wp-block-heading\">1. \ub370\uc774\ud130\ud504\ub808\uc784 \uc0dd\uc131<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ub370\uc774\ud130\ud504\ub808\uc784\uc740 \ub515\uc154\ub108\ub9ac, \ub9ac\uc2a4\ud2b8, Numpy \ubc30\uc5f4 \ub4f1 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uad6c\uc870\ub85c\ubd80\ud130 \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub515\uc154\ub108\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ud504\ub808\uc784\uc744 \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>data = {\n    \"Product\": &#91;\"Apple\", \"Banana\", \"Cherry\"],\n    \"Price\": &#91;100, 200, 300]\n}\ndf = pd.DataFrame(data)\nprint(df)<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">2. \ub370\uc774\ud130\ud504\ub808\uc784 \uc5f4\uacfc \ud589 \uc811\uadfc<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ub370\uc774\ud130\ud504\ub808\uc784\uc758 \uc5f4(column)\uc774\ub098 \ud589(row)\uc5d0 \uc811\uadfc\ud558\uae30 \uc704\ud574\uc11c\ub294&nbsp;<code>loc<\/code>&nbsp;\ub610\ub294&nbsp;<code>iloc<\/code>&nbsp;\uba54\uc11c\ub4dc\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.&nbsp;<code>loc<\/code>\uc740 \ub77c\ubca8\uc744 \uae30\uc900\uc73c\ub85c,&nbsp;<code>iloc<\/code>\uc740 \uc815\uc218 \uc778\ub371\uc2a4\ub97c \uae30\uc900\uc73c\ub85c \uc811\uadfc\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># \uc5f4 \uc811\uadfc\nprint(df&#91;\"Product\"])\n\n# \ud589 \uc811\uadfc (loc \uc0ac\uc6a9)\nprint(df.loc&#91;0])\n\n# \ud589 \uc811\uadfc (iloc \uc0ac\uc6a9)\nprint(df.iloc&#91;1])<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">3. \ub370\uc774\ud130 \ucd94\uac00 \ubc0f \uc0ad\uc81c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ub370\uc774\ud130\ud504\ub808\uc784\uc5d0 \uc0c8\ub85c\uc6b4 \uc5f4\uc774\ub098 \ud589\uc744 \ucd94\uac00\ud558\uac70\ub098 \uae30\uc874 \ub370\uc774\ud130\ub97c \uc0ad\uc81c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc0c8\ub85c\uc6b4 \uc5f4\uc744 \ucd94\uac00\ud558\ub824\uba74 \ub2e4\uc74c\uacfc \uac19\uc774 \uc791\uc131\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># \uc0c8\ub85c\uc6b4 \uc5f4 \ucd94\uac00\ndf&#91;\"Discounted Price\"] = df&#91;\"Price\"] * 0.9\nprint(df)<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\ud589\uc744 \uc0ad\uc81c\ud558\ub824\uba74&nbsp;<code>drop()<\/code>&nbsp;\uba54\uc11c\ub4dc\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># \ud589 \uc0ad\uc81c\ndf = df.drop(1)\nprint(df)<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">4. \ub370\uc774\ud130 \ubd84\uc11d \ud568\uc218<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ud310\ub2e4\uc2a4\ub294 \ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \uc720\uc6a9\ud55c \ub2e4\uc591\ud55c \ud568\uc218\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4,&nbsp;<code>describe()<\/code>&nbsp;\ud568\uc218\ub294 \ub370\uc774\ud130\ud504\ub808\uc784\uc758 \uae30\ucd08 \ud1b5\uacc4 \uc815\ubcf4\ub97c \uc81c\uacf5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>print(df.describe())<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\ub610\ud55c, \ud2b9\uc815 \uc5f4\uc758 \ud3c9\uade0, \ud569\uacc4\ub97c \uad6c\ud558\ub294&nbsp;<code>mean()<\/code>,&nbsp;<code>sum()<\/code>&nbsp;\ub4f1\uc758 \ud568\uc218\ub3c4 \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>average_price = df&#91;\"Price\"].mean()\nprint(\"Average Price:\", average_price)<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">5. \ub370\uc774\ud130\ud504\ub808\uc784 \ud544\ud130\ub9c1<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ub370\uc774\ud130\ud504\ub808\uc784\uc5d0\uc11c \ud2b9\uc815 \uc870\uac74\uc744 \ub9cc\uc871\ud558\ub294 \ub370\uc774\ud130\ub97c \ud544\ud130\ub9c1\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \uac00\uaca9\uc774 150 \uc774\uc0c1\uc778 \uc81c\ud488\ub9cc \uc120\ud0dd\ud558\ub824\uba74 \ub2e4\uc74c\uacfc \uac19\uc774 \uc791\uc131\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>filtered_df = df&#91;df&#91;\"Price\"] &gt;= 150]\nprint(filtered_df)<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">6. \ub370\uc774\ud130\ud504\ub808\uc784 \uc815\ub82c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\ub370\uc774\ud130\ud504\ub808\uc784\uc744 \ud2b9\uc815 \uc5f4\uc744 \uae30\uc900\uc73c\ub85c \uc815\ub82c\ud558\ub824\uba74&nbsp;<code>sort_values()<\/code>&nbsp;\uba54\uc11c\ub4dc\ub97c \uc0ac\uc6a9\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># \uac00\uaca9\uc744 \uae30\uc900\uc73c\ub85c \ub0b4\ub9bc\ucc28\uc21c \uc815\ub82c\nsorted_df = df.sort_values(by=\"Price\", ascending=False)\nprint(sorted_df)<\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\">\uc694\uc57d<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\ubcc0\uc218\ub294 \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\ub294 \uacf5\uac04\uc73c\ub85c, \uac12\uc744 \ud560\ub2f9\ud558\uba74 \uc790\ub3d9\uc73c\ub85c \uc790\ub8cc\ud615\uc774 \uacb0\uc815\ub429\ub2c8\ub2e4.<\/li>\n\n\n\n<li><code>type()<\/code>\u00a0\ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \ubcc0\uc218\uc758 \uc790\ub8cc\ud615\uc744 \ud655\uc778\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ud30c\uc774\uc36c\uc758 \ubcc0\uc218\ub294 \ub3d9\uc801 \ud0c0\uc774\ud551\uc744 \uc0ac\uc6a9\ud558\uc5ec, \ub3d9\uc77c\ud55c \ubcc0\uc218\uc5d0 \ub2e4\ub978 \ud0c0\uc785\uc758 \uac12\uc744 \ud560\ub2f9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc5ec\ub7ec \ubcc0\uc218\uc5d0 \uac12\uc744 \ud55c \ubc88\uc5d0 \ud560\ub2f9\ud558\uac70\ub098 \ub3d9\uc77c\ud55c \uac12\uc744 \uc5ec\ub7ec \ubcc0\uc218\uc5d0 \ud560\ub2f9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\uc790\ub8cc\ud615\uc744 \ubcc0\ud658\ud558\uae30 \uc704\ud574\u00a0<code>int()<\/code>,\u00a0<code>float()<\/code>,\u00a0<code>str()<\/code>\u00a0\ub4f1\uc758 \ud568\uc218\ub97c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ud310\ub2e4\uc2a4 \ub370\uc774\ud130\ud504\ub808\uc784\uc740 \ud589\uacfc \uc5f4\ub85c \uc774\ub8e8\uc5b4\uc9c4 2\ucc28\uc6d0 \uc790\ub8cc\uad6c\uc870\ub85c, \ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ub370\uc774\ud130\ud504\ub808\uc784\uc740 \ub515\uc154\ub108\ub9ac\ub098 \ub9ac\uc2a4\ud2b8 \ub4f1 \ub2e4\uc591\ud55c \ud615\ud0dc\ub85c \uc0dd\uc131\ud560 \uc218 \uc788\uc73c\uba70, \uc5f4\uacfc \ud589\uc5d0 \uc811\uadfc\ud558\uace0 \ub370\uc774\ud130\ub97c \ucd94\uac00, \uc0ad\uc81c\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n\n\n\n<li>\ub370\uc774\ud130\ud504\ub808\uc784\uc758 \ud544\ud130\ub9c1, \uc815\ub82c, \ud1b5\uacc4 \ud568\uc218 \ub4f1\uc744 \ud65c\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ub97c \ud6a8\uc728\uc801\uc73c\ub85c \ubd84\uc11d\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\ubcc0\uc218\uc640 \ud310\ub2e4\uc2a4 \ub370\uc774\ud130\ud504\ub808\uc784\uc740 \ud30c\uc774\uc36c\uc5d0\uc11c \ub370\uc774\ud130\ub97c \ub2e4\ub8e8\ub294 \ub370 \ud544\uc218\uc801\uc778 \ub3c4\uad6c\uc785\ub2c8\ub2e4. \uc774\ub4e4\uc744 \uc798 \uc774\ud574\ud558\uace0 \ud65c\uc6a9\ud558\uc5ec \ud6a8\uacfc\uc801\uc778 \ub370\uc774\ud130 \ucc98\ub9ac\ub97c \ud574\ubcf4\uc138\uc694!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ud310\ub2e4\uc2a4 \ub370\uc774\ud130\ud504\ub808\uc784 \ud310\ub2e4\uc2a4(Pandas)\ub294 \ud30c\uc774\uc36c\uc5d0\uc11c \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub85c, \uadf8 \uc911&nbsp;\ub370\uc774\ud130\ud504\ub808\uc784(DataFrame)\uc740 \ud589\uacfc \uc5f4\ub85c \uc774\ub8e8\uc5b4\uc9c4 2\ucc28\uc6d0 \uc790\ub8cc\uad6c\uc870\uc785\ub2c8\ub2e4. \ub370\uc774\ud130\ud504\ub808\uc784\uc740 \uc5d1\uc140 \uc2a4\ud504\ub808\ub4dc\uc2dc\ud2b8\uc640 \uc720\uc0ac\ud55c \ud615\ud0dc\ub85c \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\uace0 \uc870\uc791\ud560 \uc218 \uc788\uc5b4 \ub370\uc774\ud130 \ubd84\uc11d \uc791\uc5c5\uc5d0 \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4. \ub370\uc774\ud130\ud504\ub808\uc784\uc758 \uc8fc\uc694 \ud2b9\uc9d5 1. \ub370\uc774\ud130\ud504\ub808\uc784 \uc0dd\uc131 \ub370\uc774\ud130\ud504\ub808\uc784\uc740 \ub515\uc154\ub108\ub9ac, \ub9ac\uc2a4\ud2b8, Numpy \ubc30\uc5f4 \ub4f1 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uad6c\uc870\ub85c\ubd80\ud130 \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub515\uc154\ub108\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ud504\ub808\uc784\uc744 &hellip; <a href=\"https:\/\/atmokpo.com\/w\/24083\/\" class=\"more-link\">\ub354 \ubcf4\uae30<span class=\"screen-reader-text\"> &#8220;\ud30c\uc774\uc36c \uc790\ub8cc\ud615 &#8211; \ud310\ub2e4\uc2a4 \ub370\uc774\ud130 \ud504\ub808\uc784(Pandas Dataframe)&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[11],"tags":[14,15],"class_list":["post-24083","post","type-post","status-publish","format-standard","hentry","category-11","tag-14","tag-15"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\ud30c\uc774\uc36c \uc790\ub8cc\ud615 - \ud310\ub2e4\uc2a4 \ub370\uc774\ud130 \ud504\ub808\uc784(Pandas Dataframe) - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8<\/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:\/\/atmokpo.com\/w\/24083\/\" \/>\n<meta property=\"og:locale\" content=\"ko_KR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\ud30c\uc774\uc36c \uc790\ub8cc\ud615 - \ud310\ub2e4\uc2a4 \ub370\uc774\ud130 \ud504\ub808\uc784(Pandas Dataframe) - \ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"og:description\" content=\"\ud310\ub2e4\uc2a4 \ub370\uc774\ud130\ud504\ub808\uc784 \ud310\ub2e4\uc2a4(Pandas)\ub294 \ud30c\uc774\uc36c\uc5d0\uc11c \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc704\ud574 \ub110\ub9ac \uc0ac\uc6a9\ub418\ub294 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub85c, \uadf8 \uc911&nbsp;\ub370\uc774\ud130\ud504\ub808\uc784(DataFrame)\uc740 \ud589\uacfc \uc5f4\ub85c \uc774\ub8e8\uc5b4\uc9c4 2\ucc28\uc6d0 \uc790\ub8cc\uad6c\uc870\uc785\ub2c8\ub2e4. \ub370\uc774\ud130\ud504\ub808\uc784\uc740 \uc5d1\uc140 \uc2a4\ud504\ub808\ub4dc\uc2dc\ud2b8\uc640 \uc720\uc0ac\ud55c \ud615\ud0dc\ub85c \ub370\uc774\ud130\ub97c \uc800\uc7a5\ud558\uace0 \uc870\uc791\ud560 \uc218 \uc788\uc5b4 \ub370\uc774\ud130 \ubd84\uc11d \uc791\uc5c5\uc5d0 \ub9e4\uc6b0 \uc720\uc6a9\ud569\ub2c8\ub2e4. \ub370\uc774\ud130\ud504\ub808\uc784\uc758 \uc8fc\uc694 \ud2b9\uc9d5 1. \ub370\uc774\ud130\ud504\ub808\uc784 \uc0dd\uc131 \ub370\uc774\ud130\ud504\ub808\uc784\uc740 \ub515\uc154\ub108\ub9ac, \ub9ac\uc2a4\ud2b8, Numpy \ubc30\uc5f4 \ub4f1 \ub2e4\uc591\ud55c \ub370\uc774\ud130 \uad6c\uc870\ub85c\ubd80\ud130 \uc0dd\uc131\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4, \ub515\uc154\ub108\ub9ac\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130\ud504\ub808\uc784\uc744 &hellip; \ub354 \ubcf4\uae30 &quot;\ud30c\uc774\uc36c \uc790\ub8cc\ud615 &#8211; \ud310\ub2e4\uc2a4 \ub370\uc774\ud130 \ud504\ub808\uc784(Pandas Dataframe)&quot;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/atmokpo.com\/w\/24083\/\" \/>\n<meta property=\"og:site_name\" content=\"\ub77c\uc774\ube0c\uc2a4\ub9c8\ud2b8\" \/>\n<meta property=\"article:published_time\" content=\"2024-10-22T03:47:44+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-11-26T08:04:12+00:00\" \/>\n<meta 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