{"id":3498,"date":"2023-07-17T04:05:48","date_gmt":"2023-07-17T04:05:48","guid":{"rendered":"https:\/\/statorials.org\/ko\/ggplot2-%e1%84%83%e1%85%a2-matplotlib\/"},"modified":"2023-07-17T04:05:48","modified_gmt":"2023-07-17T04:05:48","slug":"ggplot2-%e1%84%83%e1%85%a2-matplotlib","status":"publish","type":"post","link":"https:\/\/statorials.org\/ko\/ggplot2-%e1%84%83%e1%85%a2-matplotlib\/","title":{"rendered":"Matplotlib \ub300 ggplot2: \uc5b4\ub290 \uac83\uc744 \uc0ac\uc6a9\ud574\uc57c \ud569\ub2c8\uae4c?"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><span style=\"color: #000000;\">\ubaa8\ub4e0 \ub370\uc774\ud130 \uacfc\ud559 \ubd84\uc57c\uc5d0\uc11c \uac00\uc7a5 \uc778\uae30 \uc788\ub294 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub77c\uc774\ube0c\ub7ec\ub9ac \uc911 \ub450 \uac00\uc9c0\ub294 <strong>ggplot2<\/strong> \uc640 <strong>Matplotlib<\/strong> \uc785\ub2c8\ub2e4.<\/span><\/span><\/p>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/ggplot2.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">ggplot2<\/a> \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 R \ud1b5\uacc4 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc5d0\uc11c \uc0ac\uc6a9\ub418\ub294 \ubc18\uba74 <a href=\"https:\/\/matplotlib.org\/\" target=\"_blank\" rel=\"noopener\">Matplotlib\ub294<\/a> Python\uc5d0\uc11c \uc0ac\uc6a9\ub429\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ub450 \ub77c\uc774\ube0c\ub7ec\ub9ac \ubaa8\ub450 \uace0\ub3c4\ub85c \uc0ac\uc6a9\uc790 \uc815\uc758\ub41c \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc9c0\ub9cc \uc77c\ubc18\uc801\uc73c\ub85c ggplot2\ub97c \uc0ac\uc6a9\ud558\uba74 Matplotlib\uc5d0 \ube44\ud574 \ub354 \uc801\uc740 \ucf54\ub4dc \uc904\ub85c \uc774\ub97c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \uc810\uc744 \uc124\uba85\ud558\uae30 \uc704\ud574 \ub450 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub97c \ubaa8\ub450 \uc0ac\uc6a9\ud558\uc5ec \ub3d9\uc77c\ud55c \uc720\ud615\uc758 \ucc28\ud2b8\ub97c \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec \ub4dc\ub9ac\uaca0\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\uaebe\uc740\uc120\ud615 \ucc28\ud2b8: ggplot2 \ub300 Matplotlib<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 <strong>ggplot2\ub97c<\/strong> \uc0ac\uc6a9\ud558\uc5ec \uc120\ud615 \ucc28\ud2b8\ub97c \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (ggplot2)\n<\/span>\n<span style=\"color: #008080;\">#create data frame<\/span>\ndf &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (day=c(1, 2, 3, 4, 5, 6, 7, 8, 9, 10),\n                 sales=c(2, 4, 5, 8, 6, 12, 15, 19, 15, 22))\n\n<span style=\"color: #008080;\">#create line chart\n<\/span>ggplot(df, aes(x=day, y=sales)) +\n  geom_line(size= <span style=\"color: #008000;\">1.2<\/span> , col=' <span style=\"color: #ff0000;\">purple<\/span> ') +\n  ggtitle(' <span style=\"color: #ff0000;\">Sales by Day<\/span> ') +\n  xlab(' <span style=\"color: #ff0000;\">Day<\/span> ') +\n  ylab(' <span style=\"color: #ff0000;\">Sales<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29125 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/gg1.jpg\" alt=\"\" width=\"511\" height=\"395\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 <strong>Matplotlib\ub97c<\/strong> \uc0ac\uc6a9\ud558\uc5ec \ub3d9\uc77c\ud55c \uc120 \ucc28\ud2b8\ub97c \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> pandas <span style=\"color: #107d3f;\">as<\/span> pd\n<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt \n\n<span style=\"color: #008080;\">#createDataFrame<\/span>\ndf = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">day<\/span> ': [1, 2, 3, 4, 5, 6, 7, 8, 9, 10],\n                   ' <span style=\"color: #ff0000;\">sales<\/span> ': [2, 4, 5, 8, 6, 12, 15, 19, 15, 22]})\n\n<span style=\"color: #008080;\">#create line chart\n<\/span>plt. <span style=\"color: #3366ff;\">plot<\/span> (df. <span style=\"color: #3366ff;\">day<\/span> , df. <span style=\"color: #3366ff;\">sales<\/span> , color=' <span style=\"color: #ff0000;\">purple<\/span> ')\nplt. <span style=\"color: #3366ff;\">title<\/span> (' <span style=\"color: #ff0000;\">Sales by Day<\/span> ', loc=' <span style=\"color: #ff0000;\">left<\/span> ')\nplt. <span style=\"color: #3366ff;\">ylabel<\/span> (' <span style=\"color: #ff0000;\">Sales<\/span> ')\nplt. <span style=\"color: #3366ff;\">xlabel<\/span> (' <span style=\"color: #ff0000;\">Day<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29126 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/gg2.jpg\" alt=\"\" width=\"508\" height=\"400\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\uc774 \uc608\uc5d0\uc11c \uac01 \ud50c\ub86f\uc744 \uc0dd\uc131\ud558\ub294 \ub370 \ud544\uc694\ud55c \ucf54\ub4dc \uc904 \uc218\ub294 ggplot2\uc640 Matplotlib\uc5d0\uc11c \uac70\uc758 \ub3d9\uc77c\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\uc0b0\uc810\ub3c4: ggplot2 \ub300 Matplotlib<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 \ud3ec\uc778\ud2b8\uac00 \uce74\ud14c\uace0\ub9ac\ubcc4\ub85c \uc0c9\uc0c1\uc774 \uc9c0\uc815\ub418\ub294 <strong>ggplot2<\/strong> \uc5d0\uc11c \uc0b0\uc810\ub3c4\ub97c \uc0dd\uc131\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (ggplot2)\n<\/span>\n<span style=\"color: #008080;\">#create data frame\n<span style=\"color: #000000;\">df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (team=c('A', 'A', 'A', 'A', 'B', 'B', 'B', 'B'),\n                 assists=c(1, 2, 2, 4, 5, 7, 8, 10),\n                 points=c(4, 6, 10, 8, 12, 15, 22, 28))<\/span>\n\n#create scatterplot\n<span style=\"color: #000000;\">ggplot(df, aes(x=assists, y=points)) +\n  geom_point(aes(col=team), size= <span style=\"color: #008000;\">3<\/span> )<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29127 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/gg3.jpg\" alt=\"\" width=\"511\" height=\"402\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 <strong>Matplotlib\ub97c<\/strong> \uc0ac\uc6a9\ud558\uc5ec \ub3d9\uc77c\ud55c \uc0b0\uc810\ub3c4\ub97c \uc0dd\uc131\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> pandas <span style=\"color: #107d3f;\">as<\/span> pd\n<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt \n\n<span style=\"color: #008080;\">#createDataFrame<\/span>\ndf = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'A', 'A', 'A', 'B', 'B', 'B', 'B'],\n                   ' <span style=\"color: #ff0000;\">assists<\/span> ': [1, 2, 2, 4, 5, 7, 8, 10],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [4, 6, 10, 8, 12, 15, 22, 28]})\n\n<span style=\"color: #008080;\">#define colors to use\n<\/span>color_list = [] \n<span style=\"color: #008000;\">for<\/span> x <span style=\"color: #008000;\">in<\/span> df[' <span style=\"color: #ff0000;\">team<\/span> ']: \n    <span style=\"color: #008000;\">if<\/span> x == ' <span style=\"color: #ff0000;\">A<\/span> ': color_list. <span style=\"color: #3366ff;\">append<\/span> (' <span style=\"color: #ff0000;\">#F8766D<\/span> ') \n    <span style=\"color: #008000;\">else<\/span> : color_list. <span style=\"color: #3366ff;\">append<\/span> (' <span style=\"color: #ff0000;\">#00BFC4<\/span> ') \n\n<span style=\"color: #008080;\">#create scatterplot\n<\/span>plt. <span style=\"color: #3366ff;\">scatter<\/span> (df. <span style=\"color: #3366ff;\">assists<\/span> , df. <span style=\"color: #3366ff;\">points<\/span> , c=color_list)\nplt. <span style=\"color: #3366ff;\">ylabel<\/span> (' <span style=\"color: #ff0000;\">points<\/span> ')\nplt. <span style=\"color: #3366ff;\">xlabel<\/span> (' <span style=\"color: #ff0000;\">assists<\/span> ')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29128 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/gg4.jpg\" alt=\"\" width=\"465\" height=\"356\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">ggplot2\uc640 \ub3d9\uc77c\ud55c \ud50c\ub86f\uc744 \uc0dd\uc131\ud558\ub824\uba74 Matplotlib\uc5d0\uc11c \ub354 \ub9ce\uc740 \ucf54\ub4dc \ub77c\uc778\uc744 \uc0ac\uc6a9\ud574\uc57c \ud588\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\ud788\uc2a4\ud1a0\uadf8\ub7a8: ggplot2 \ub300 Matplotlib<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 <strong>ggplot2<\/strong> \uc5d0\uc11c \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \uc0dd\uc131\ud558\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #008000;\">library<\/span> (ggplot2)\n<\/span>\n<span style=\"color: #008080;\">#create data frame\n<span style=\"color: #000000;\">df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (x=c(2, 2, 4, 4, 4, 5, 5, 6, 7, 7, 8, 8,\n                     10, 11, 11, 11, 12, 13, 14, 14))\n\n<span style=\"color: #008080;\">#create scatterplot\n<\/span>ggplot(df, aes(x=x)) +\n  geom_histogram(bins= <span style=\"color: #008000;\">6<\/span> , fill=' <span style=\"color: #ff0000;\">red<\/span> ', color=' <span style=\"color: #ff0000;\">black<\/span> ') +\n  ggtitle(' <span style=\"color: #ff0000;\">My Histogram<\/span> ')<\/span><\/span><\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29129 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/gg5.jpg\" alt=\"\" width=\"506\" height=\"390\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc74c \ucf54\ub4dc\ub294 <strong>Matplotlib\ub97c<\/strong> \uc0ac\uc6a9\ud558\uc5ec \uc720\uc0ac\ud55c \ud788\uc2a4\ud1a0\uadf8\ub7a8\uc744 \ub9cc\ub4dc\ub294 \ubc29\ubc95\uc744 \ubcf4\uc5ec\uc90d\ub2c8\ub2e4.<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> pandas <span style=\"color: #107d3f;\">as<\/span> pd\n<span style=\"color: #008000;\">import<\/span> matplotlib. <span style=\"color: #3366ff;\">pyplot<\/span> <span style=\"color: #008000;\">as<\/span> plt \n\n<span style=\"color: #008080;\">#createDataFrame<\/span>\ndf = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">x<\/span> ': [2, 2, 4, 4, 4, 5, 5, 6, 7, 7, 8, 8,\n                         10, 11, 11, 11, 12, 13, 14, 14]})\n\n<span style=\"color: #008080;\">#create histogram\n<\/span>plt. <span style=\"color: #3366ff;\">hist<\/span> (df[' <span style=\"color: #ff0000;\">x<\/span> '], bins= <span style=\"color: #008000;\">6<\/span> , color=' <span style=\"color: #ff0000;\">red<\/span> ', ec=' <span style=\"color: #ff0000;\">black<\/span> ')\nplt. <span style=\"color: #3366ff;\">title<\/span> (' <span style=\"color: #ff0000;\">My Histogram<\/span> ', loc=' <span style=\"color: #ff0000;\">left<\/span> ') \nplt. <span style=\"color: #3366ff;\">xlabel<\/span> (' <span style=\"color: #ff0000;\">x<\/span> ') \nplt. <span style=\"color: #3366ff;\">ylabel<\/span> (' <span style=\"color: #ff0000;\">Count<\/span> ')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-29133 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/gg6-1.jpg\" alt=\"\" width=\"512\" height=\"417\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\ub2e4\uc2dc \ud55c\ubc88 Matplotlib \ubc84\uc804\uc5d0\ub294 ggplot2\ubcf4\ub2e4 \ub354 \ub9ce\uc740 \ucf54\ub4dc \uc904\uc774 \ud544\uc694\ud569\ub2c8\ub2e4.<\/span><\/p>\n<h2> <strong><span style=\"color: #000000;\">\uacb0\ub860<\/span><\/strong><\/h2>\n<p> <span style=\"color: #000000;\">ggplot2 \ubc0f Matplotlib\ub97c \uc0ac\uc6a9\ud558\uba74 \uace0\ub3c4\ub85c \uc0ac\uc6a9\uc790 \uc815\uc758 \uac00\ub2a5\ud55c \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4e4 \uc218 \uc788\uc9c0\ub9cc ggplot2\ub294 \ucf54\ub4dc\ub97c \ub35c \uc0ac\uc6a9\ud558\ub294 \uacbd\ud5a5\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">ggplot2\uc640 Matplotlib \uc0ac\uc774\uc758 \uc120\ud638\ub3c4\ub294 \ub2e8\uc21c\ud788 \ub370\uc774\ud130 \ubd84\uc11d\uc5d0 \uc0ac\uc6a9\ud558\ub294 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc5d0 \ub530\ub77c \ub2ec\ub77c\uc9c0\ub294 \uacbd\uc6b0\uac00 \ub9ce\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Python\uc744 \uc0ac\uc6a9\ud558\ub294 \uc0ac\ub78c\ub4e4\uc740 \ub2e8\uc77c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub370\uc774\ud130 \ubd84\uc11d\uc744 \uc218\ud589\ud558\uace0 \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \ub9cc\ub4e4 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0 Matplotlib\ub97c \uc0ac\uc6a9\ud558\ub294 \uacbd\ud5a5\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\ubc18\ub300\ub85c R\uc744 \uc0ac\uc6a9\ud558\ub294 \uc0ac\ub78c\ub4e4\uc740 \ub2e8\uc77c \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\ub85c \ubaa8\ub4e0 \ub370\uc774\ud130 \ubd84\uc11d \ubc0f \uc2dc\uac01\ud654\ub97c \uc218\ud589\ud560 \uc218 \uc788\uae30 \ub54c\ubb38\uc5d0 ggplot2\ub97c \uc0ac\uc6a9\ud558\ub294 \uacbd\ud5a5\uc774 \uc788\uc2b5\ub2c8\ub2e4.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\ubaa8\ub4e0 \ub370\uc774\ud130 \uacfc\ud559 \ubd84\uc57c\uc5d0\uc11c \uac00\uc7a5 \uc778\uae30 \uc788\ub294 \ub370\uc774\ud130 \uc2dc\uac01\ud654 \ub77c\uc774\ube0c\ub7ec\ub9ac \uc911 \ub450 \uac00\uc9c0\ub294 ggplot2 \uc640 Matplotlib \uc785\ub2c8\ub2e4. ggplot2 \ub77c\uc774\ube0c\ub7ec\ub9ac\ub294 R \ud1b5\uacc4 \ud504\ub85c\uadf8\ub798\ubc0d \uc5b8\uc5b4\uc5d0\uc11c \uc0ac\uc6a9\ub418\ub294 \ubc18\uba74 Matplotlib\ub294 Python\uc5d0\uc11c \uc0ac\uc6a9\ub429\ub2c8\ub2e4. \ub450 \ub77c\uc774\ube0c\ub7ec\ub9ac \ubaa8\ub450 \uace0\ub3c4\ub85c \uc0ac\uc6a9\uc790 \uc815\uc758\ub41c \ub370\uc774\ud130 \uc2dc\uac01\ud654\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\uc9c0\ub9cc \uc77c\ubc18\uc801\uc73c\ub85c ggplot2\ub97c \uc0ac\uc6a9\ud558\uba74 Matplotlib\uc5d0 \ube44\ud574 \ub354 \uc801\uc740 \ucf54\ub4dc \uc904\ub85c \uc774\ub97c \uc218\ud589\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774 \uc810\uc744 \uc124\uba85\ud558\uae30 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