{"id":4255,"date":"2023-07-12T11:59:51","date_gmt":"2023-07-12T11:59:51","guid":{"rendered":"https:\/\/statorials.org\/ko\/%e1%84%89%e1%85%a1%e1%86%bc%e1%84%80%e1%85%aa%e1%86%ab-%e1%84%80%e1%85%a8%e1%84%89%e1%85%ae%e1%84%80%e1%85%a1-%e1%84%8b%e1%85%b5%e1%86%bb%e1%84%82%e1%85%b3%e1%86%ab-seaborn-%e1%84%89%e1%85%a1%e1%86%ab\/"},"modified":"2023-07-12T11:59:51","modified_gmt":"2023-07-12T11:59:51","slug":"%e1%84%89%e1%85%a1%e1%86%bc%e1%84%80%e1%85%aa%e1%86%ab-%e1%84%80%e1%85%a8%e1%84%89%e1%85%ae%e1%84%80%e1%85%a1-%e1%84%8b%e1%85%b5%e1%86%bb%e1%84%82%e1%85%b3%e1%86%ab-seaborn-%e1%84%89%e1%85%a1%e1%86%ab","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/%e1%84%89%e1%85%a1%e1%86%bc%e1%84%80%e1%85%aa%e1%86%ab-%e1%84%80%e1%85%a8%e1%84%89%e1%85%ae%e1%84%80%e1%85%a1-%e1%84%8b%e1%85%b5%e1%86%bb%e1%84%82%e1%85%b3%e1%86%ab-seaborn-%e1%84%89%e1%85%a1%e1%86%ab\/","title":{"rendered":"\uc0c1\uad00 \uacc4\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec seaborn \uc0b0\uc810\ub3c4\ub97c \ub9cc\ub4dc\ub294 \ubc29\ubc95"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\ub2e4\uc74c \uae30\ubcf8 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec Seaborn\uc5d0\uc11c \uc0b0\uc810\ub3c4\ub97c \uc0dd\uc131\ud558\uace0 \ud50c\ub86f\uc5d0 <a href=\"https:\/\/statorials.org\/ko\/\u1111\u1175\u110b\u1165\u1109\u1173\u11ab-\u1109\u1161\u11bc\u1100\u116a\u11ab-\u1100\u1168\u1109\u116e-1\/\" target=\"_blank\" rel=\"noopener\">\uc0c1\uad00 \uacc4\uc218\ub97c<\/a> \ucd94\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> scipy\n<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#calculate correlation coefficient between x and y\n<\/span>r = scipy. <span style=\"color: #3366ff;\">stats<\/span> . <span style=\"color: #3366ff;\">pearsonr<\/span> (x=df. <span style=\"color: #3366ff;\">x<\/span> , y=df. <span style=\"color: #3366ff;\">y<\/span> )[0]\n\n<span style=\"color: #008080;\">#create scatterplot\n<\/span>sns. <span style=\"color: #3366ff;\">scatterplot<\/span> (data=df, x=df. <span style=\"color: #3366ff;\">x<\/span> , y=df. <span style=\"color: #3366ff;\">y<\/span> )\n\n<span style=\"color: #008080;\">#add correlation coefficient to plot\n<\/span>plt. <span style=\"color: #3366ff;\">text<\/span> (5, 30, ' <span style=\"color: #ff0000;\">r =<\/span> ' + <span style=\"color: #008000;\">str<\/span> ( <span style=\"color: #008000;\">round<\/span> (r,2)))\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uc608\uc5d0\uc11c\ub294 \uc2e4\uc81c\ub85c \uc774 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\uc608: \uc0c1\uad00 \uacc4\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec Seaborn \uc0b0\uc810\ub3c4 \uc0dd\uc131<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\ub2e4\uc591\ud55c \ub18d\uad6c \uc120\uc218\uc758 \ud3ec\uc778\ud2b8\uc640 \uc5b4\uc2dc\uc2a4\ud2b8\ub97c \ubcf4\uc5ec\uc8fc\ub294 \ub2e4\uc74c\uacfc \uac19\uc740 \ud32c\ub354 DataFrame\uc774 \uc788\ub2e4\uace0 \uac00\uc815\ud574 \ubcf4\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame\n<\/span>df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'A', 'A', 'A', 'B', 'C', 'C', 'C', 'D', 'D'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [12, 11, 18, 15, 14, 20, 25, 24, 32, 30],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [4, 7, 7, 8, 9, 10, 10, 12, 10, 15]})\n\n<span style=\"color: #008080;\">#view DataFrame\n<\/span><span style=\"color: #008000;\">print<\/span> (df)\n\n  team points assists\n0 to 12 4\n1 to 11 7\n2 To 18 7\n3 to 15 8\n4 B 14 9\n5 C 20 10\n6 C 25 10\n7 C 24 12\n8 D 32 10\n9 D 30 15\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec \uc0b0\uc810\ub3c4\ub97c \uc0dd\uc131\ud558\uc5ec \ud328\uc2a4\uc640 \ud3ec\uc778\ud2b8 \uc0ac\uc774\uc758 \uad00\uacc4\ub97c \uc2dc\uac01\ud654\ud558\uace0 <strong>scipy<\/strong> \uc758 <strong>pearsonr()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec \uc774 \ub450 \ubcc0\uc218 \uc0ac\uc774\uc758 \uc0c1\uad00 \uacc4\uc218\ub97c \uacc4\uc0b0\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> scipy\n<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#calculate correlation coefficient between assists and points\n<\/span>r = scipy. <span style=\"color: #3366ff;\">stats<\/span> . <span style=\"color: #3366ff;\">pearsonr<\/span> (x=df. <span style=\"color: #3366ff;\">assists<\/span> , y=df. <span style=\"color: #3366ff;\">points<\/span> )[0]\n\n<span style=\"color: #008080;\">#create scatterplot\n<\/span>sns. <span style=\"color: #3366ff;\">scatterplot<\/span> (data=df, x=df. <span style=\"color: #3366ff;\">assists<\/span> , y=df. <span style=\"color: #3366ff;\">points<\/span> )\n\n<span style=\"color: #008080;\">#add correlation coefficient to plot\n<\/span>plt. <span style=\"color: #3366ff;\">text<\/span> (5, 30, ' <span style=\"color: #ff0000;\">r =<\/span> ' + <span style=\"color: #008000;\">str<\/span> ( <span style=\"color: #008000;\">round<\/span> (r,2)))<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-33612\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corr1.jpg\" alt=\"\uc0c1\uad00\uacc4\uc218\uac00 \uc788\ub294 \ud574\uc591 \ud3ec\uc778\ud2b8 \ud074\ub77c\uc6b0\ub4dc\" width=\"550\" height=\"420\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\uacb0\uacfc\uc5d0\uc11c \uc5b4\uc2dc\uc2a4\ud2b8\uc640 \ud3ec\uc778\ud2b8 \uac04\uc758 Pearson \uc0c1\uad00\uacc4\uc218\ub294 <strong>0.78<\/strong> \uc784\uc744 \uc54c \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\uad00\ub828 \ud56d\ubaa9:<\/strong> <a href=\"https:\/\/statorials.org\/ko\" target=\"_blank\" rel=\"noopener\">&#8220;\uac15\ud55c&#8221; \uc0c1\uad00 \uad00\uacc4\ub85c \uac04\uc8fc\ub418\ub294 \uac83\uc740 \ubb34\uc5c7\uc785\ub2c8\uae4c?<\/a><\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc0c1\uad00 \uacc4\uc218\ub97c \uc18c\uc218\uc810 \uc774\ud558 \ub450 \uc790\ub9ac\ub85c \ubc18\uc62c\ub9bc\ud558\uae30 \uc704\ud574 <strong>round()<\/strong> \ud568\uc218\ub97c \uc0ac\uc6a9\ud588\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc790\uc720\ub86d\uac8c \ub2e4\ub978 \uc18c\uc218\uc810 \uc774\ud558 \uc790\ub9bf\uc218\ub85c \ubc18\uc62c\ub9bc\ud560 \uc218 \uc788\uc73c\uba70, \ud50c\ub86f\uc5d0\uc11c \uc0c1\uad00 \uacc4\uc218\uc758 \uae00\uaf34 \ud06c\uae30\ub97c \ubcc0\uacbd\ud558\ub824\uba74 <strong>\uae00\uaf34<\/strong> \ud06c\uae30 \uc778\uc218\ub97c \uc790\uc720\ub86d\uac8c \uc0ac\uc6a9\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> scipy\n<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt\n<span style=\"color: #008000;\">import<\/span> seaborn <span style=\"color: #008000;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#calculate correlation coefficient between assists and points\n<\/span>r = scipy. <span style=\"color: #3366ff;\">stats<\/span> . <span style=\"color: #3366ff;\">pearsonr<\/span> (x=df. <span style=\"color: #3366ff;\">assists<\/span> , y=df. <span style=\"color: #3366ff;\">points<\/span> )[0]\n\n<span style=\"color: #008080;\">#create scatterplot\n<\/span>sns. <span style=\"color: #3366ff;\">scatterplot<\/span> (data=df, x=df. <span style=\"color: #3366ff;\">assists<\/span> , y=df. <span style=\"color: #3366ff;\">points<\/span> )\n\n<span style=\"color: #008080;\">#add correlation coefficient to plot\n<\/span>plt. <span style=\"color: #3366ff;\">text<\/span> (5, 30, ' <span style=\"color: #ff0000;\">r=<\/span> '+ <span style=\"color: #008000;\">str<\/span> ( <span style=\"color: #008000;\">round<\/span> (r,4)), fontsize= <span style=\"color: #008000;\">20<\/span> ))<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-33613 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/corr2.jpg\" alt=\"\" width=\"498\" height=\"383\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\uc774\uc81c \uc0c1\uad00 \uacc4\uc218\ub294 \uc18c\uc218\uc810 \ub124 \uc790\ub9ac\ub85c \ubc18\uc62c\ub9bc\ub418\uc5c8\uc73c\uba70 \uae00\uaf34 \ud06c\uae30\ub294 \uc774\uc804 \uc608\ubcf4\ub2e4 \ud6e8\uc52c \ucee4\uc84c\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\ucc38\uace0<\/strong> : <a href=\"https:\/\/seaborn.pydata.org\/generated\/seaborn.scatterplot.html\" target=\"_blank\" rel=\"noopener\">\uc5ec\uae30\uc5d0\uc11c<\/a> seaborn <strong>\uc0b0\uc810\ub3c4()<\/strong> \ud568\uc218\uc5d0 \ub300\ud55c \uc804\uccb4 \ubb38\uc11c\ub97c \ucc3e\uc744 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\ucd94\uac00 \ub9ac\uc18c\uc2a4<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 seaborn\uc5d0\uc11c \ub2e4\ub978 \uc77c\ubc18\uc801\uc778 \uae30\ub2a5\uc744 \uc218\ud589\ud558\ub294 \ubc29\ubc95\uc744 \uc124\uba85\ud569\ub2c8\ub2e4.<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/ko\/\u1112\u1162\u110b\u1163\u11bc-\u1110\u1169\u110c\u1175-\u1107\u116e\u11ab\u1111\u1169\/\" target=\"_blank\" rel=\"noopener\">Seaborn\uc5d0\uc11c \ubd84\ud3ec\ub97c \uadf8\ub9ac\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/seaborn\u110b\u1174-boxplot-\u1109\u116e\u11ab\u1109\u1165-x-\u110e\u116e\u11a8\/\" target=\"_blank\" rel=\"noopener\">Seaborn\uc5d0\uc11c x\ucd95\uc758 \uc0c1\uc790 \uadf8\ub9bc\uc744 \uc8fc\ubb38\ud558\ub294 \ubc29\ubc95<\/a><br \/> <a href=\"https:\/\/statorials.org\/ko\/\u1112\u1162\u110b\u1163\u11bc-\u1110\u1166\u110b\u1175\u1107\u1173\u11af\/\" target=\"_blank\" rel=\"noopener\">Seaborn \ud50c\ub86f\uc5d0 \ud14c\uc774\ube14\uc744 \ucd94\uac00\ud558\ub294 \ubc29\ubc95<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ub2e4\uc74c \uae30\ubcf8 \uad6c\ubb38\uc744 \uc0ac\uc6a9\ud558\uc5ec Seaborn\uc5d0\uc11c \uc0b0\uc810\ub3c4\ub97c \uc0dd\uc131\ud558\uace0 \ud50c\ub86f\uc5d0 \uc0c1\uad00 \uacc4\uc218\ub97c \ucd94\uac00\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. import scipy import matplotlib. pyplot as plt import seaborn as sns #calculate correlation coefficient between x and y r = scipy. stats . pearsonr (x=df. x , y=df. y )[0] #create scatterplot sns. scatterplot (data=df, x=df. x , y=df. y ) #add [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-4255","post","type-post","status-publish","format-standard","hentry","category-20"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\uc0c1\uad00 \uacc4\uc218\ub97c \uc0ac\uc6a9\ud558\uc5ec Seaborn \uc0b0\uc810\ub3c4\ub97c \uc0dd\uc131\ud558\ub294 \ubc29\ubc95 - Statorials<\/title>\n<meta name=\"description\" content=\"\uc774 \ud29c\ud1a0\ub9ac\uc5bc\uc5d0\uc11c\ub294 Seaborn\uc5d0\uc11c \uc0b0\uc810\ub3c4\ub97c \uc0dd\uc131\ud558\uace0 \uc0c1\uad00 \uacc4\uc218\ub97c \ucd94\uac00\ud558\ub294 \ubc29\ubc95\uc744 \uc608\uc2dc\uc640 \ud568\uaed8 \uc124\uba85\ud569\ub2c8\ub2e4.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, 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