{"id":2250,"date":"2020-12-01T21:33:45","date_gmt":"2020-12-01T12:33:45","guid":{"rendered":"http:\/\/141.164.34.82\/?p=2250"},"modified":"2020-12-01T21:46:34","modified_gmt":"2020-12-01T12:46:34","slug":"ggplot2-tips-2","status":"publish","type":"post","link":"http:\/\/ds.sumeun.org\/?p=2250","title":{"rendered":"ggplot2 tips 2"},"content":{"rendered":"<h1><code>ggplot2<\/code> \ud301 (\ub450\ubc88\uc9f8)<\/h1>\n<ul>\n<li>\ub370\uc774\ud130 \ubd88\ub7ec\uc624\uae30 : \ud0dc\uc591 \ud751\uc810<\/li>\n<\/ul>\n<pre><code class=\"r\">library(ggplot2)\r\nlibrary(dplyr)\r\n\r\n# \ub370\uc774\ud130 \ud655\uc778\r\nhead(sunspot.month)\r\n<\/code><\/pre>\n<pre>## [1] 58.0 62.6 70.0 55.7 85.0 83.5\r\n<\/pre>\n<pre><code class=\"r\">start(sunspot.month)\r\n<\/code><\/pre>\n<pre>## [1] 1749    1\r\n<\/pre>\n<pre><code class=\"r\">end(sunspot.month)\r\n<\/code><\/pre>\n<pre>## [1] 2013    9\r\n<\/pre>\n<pre><code class=\"r\">time(sunspot.month) %&gt;% head\r\n<\/code><\/pre>\n<pre>## [1] 1749.000 1749.083 1749.167 1749.250 1749.333 1749.417\r\n<\/pre>\n<pre><code class=\"r\">frequency(sunspot.month)\r\n<\/code><\/pre>\n<pre>## [1] 12\r\n<\/pre>\n<ul>\n<li><code>ts<\/code> \ud615\uc2dd\uc744 \ub370\uc774\ud130 \ud504\ub808\uc784\uc73c\ub85c \ubcc0\ud658\ud558\uae30<\/li>\n<\/ul>\n<pre><code class=\"r\"># \ub370\uc774\ud130 \ud504\ub808\uc784\uc73c\ub85c \ubcc0\ud658\r\ndateStart = start(sunspot.month)\r\ndateStart = as.Date(paste0(dateStart[1], '-', dateStart[2], '-01'))\r\ndateEnd = end(sunspot.month)\r\ndateEnd = as.Date(paste0(dateEnd[1], '-', dateEnd[2], '-01'))\r\ndat = data.frame(date = seq(dateStart, dateEnd, by='1 month'),\r\n                 sunspot = as.numeric(sunspot.month))\r\nhead(dat)\r\n<\/code><\/pre>\n<pre>##         date sunspot\r\n## 1 1749-01-01    58.0\r\n## 2 1749-02-01    62.6\r\n## 3 1749-03-01    70.0\r\n## 4 1749-04-01    55.7\r\n## 5 1749-05-01    85.0\r\n## 6 1749-06-01    83.5\r\n<\/pre>\n<p>\ucc38\uace0\ub85c <a href=\"https:\/\/stackoverflow.com\/questions\/25353002\/converting-ts-object-to-data-frame\">Stackoverflow<\/a>\uc5d0\ub294 <code>ts<\/code>\ub97c <code>data.frame<\/code>\uc73c\ub85c \ubcc0\ud658\ud558\ub294 \ub2e4\uc591\ud55c \ubc29\ubc95\uc744 \uc18c\uac1c\ud558\uace0 \uc788\ub2e4. \ub2e4\uc74c\uc740 \ud55c \uc608\uc774\ub2e4.<\/p>\n<pre><code class=\"r\">require(zoo)\r\ndat2 = data.frame(date=as.Date(as.yearmon(time(sunspot.month))),\r\n                  sunspot=as.matrix(sunspot.month))\r\nhead(dat2)\r\n<\/code><\/pre>\n<pre>##         date sunspot\r\n## 1 1749-01-01    58.0\r\n## 2 1749-02-01    62.6\r\n## 3 1749-03-01    70.0\r\n## 4 1749-04-01    55.7\r\n## 5 1749-05-01    85.0\r\n## 6 1749-06-01    83.5\r\n<\/pre>\n<ul>\n<li>\uc2dc\uac01\ud654<\/li>\n<\/ul>\n<pre><code class=\"r\"># ggplot2\r\nggplot(dat, aes(x=date, y=sunspot)) + \r\n  geom_point() + \r\n  geom_line()\r\n<\/code><\/pre>\n<p><img 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\" alt=\"plot of chunk unnamed-chunk-76\" \/><\/p>\n<p>\ub9cc\uc57d 10\ub144 \ub2e8\uc704\uc758 x-\ub808\uc774\ube14\uc744 \ud655\uc778\ud558\uace0 \uc2f6\ub2e4\uba74,<\/p>\n<pre><code class=\"r\"># ggplot2\r\nggplot(dat, aes(x=date, y=sunspot)) + \r\n  geom_point() + \r\n  geom_line() + \r\n  scale_x_date(date_breaks = '10 years', date_labels = '%Y')\r\n<\/code><\/pre>\n<p><img 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alt=\"plot of chunk unnamed-chunk-77\" \/><\/p>\n<p><code>ggplot2<\/code>\ub294 \uadf8\ub798\ud504 \ucd9c\ub825\ubb3c\uc5d0 \ub300\ud574 \ubbf8\uc138\uc870\uc815\uc744 \ud560 \uc218 \uc788\ub2e4\ub294 \uc7a5\uc810\uc774 \uc788\uc9c0\ub9cc, \uc218\ub9ce\uc740 \ud568\uc218\uc640 \uc778\uc790\ub4e4\uc744 \ubaa8\ub450 \uc678\uc6b0\uae30\ub780 \uc801\uc5b4\ub3c4 \ud544\uc790\uc5d0\uac8c\ub294 \ubd88\uac00\ub2a5\uc5d0 \uac00\uae5d\ub2e4. \ud2b9\ud788\ub098 \ud56d\uc0c1 \uc2dc\uac01\ud654\ub97c \ud558\ub294 \uac8c \uc544\ub2c8\uace0, \ud544\uc694\ud560 \ub54c\uc5d0\ub9cc \ud55c\ub2e4\uba74. \uadf8\ub7f0\ub370 \ucd5c\uadfc 1-2\uc8fc \ub3d9\uc548 \uc815\ub9d0 \uc804\ucc98\ub9ac, \uc2dc\uac01\ud654, EDA\ub9cc \ud558\ub2e4 \ubcf4\ub2c8, \ubb54\uac00 \ud2b9\ub2e8\uc758 \uc870\uce58\uac00 \ud544\uc694\ud558\ub2e4\ub294 \uc0dd\uac01\uc774 \ub4e4\uc5c8\ub2e4.<\/p>\n<p>\uc704\uc758 \uc608\ucc98\ub7fc &#8216;<strong>10\ub144<\/strong> \ub2e8\uc704\uc758 x-\ub808\uc774\ube14\uc744 \uc801\uc5b4\ubcf4\uace0 \uc2f6\ub2e4.&#8217;\ub294 \uac04\ub2e8\ud55c \uc0dd\uac01\uc774\uc9c0\ub9cc, \uc774\ub97c <code>ggplo2<\/code>\uc5d0\uc11c \uad6c\ud604\ud558\ub824\uba74, <code>+ scale_x_date(date_breaks = '10 years', date_labels = '%Y')<\/code>\ub97c \uc815\ud655\ud558\uac8c \uae30\uc5b5\ud558\uace0 \uc788\uc5b4\uc57c \ud55c\ub2e4. \ud558\uc9c0\ub9cc \uc5b4\uc81c \uac80\uc0c9\uc744 \ud1b5\ud574 \uad6c\ud604\uc744 \ud588\ub354\ub77c\ub3c4, \uc624\ub298 \ub2e4\uc2dc \ud558\ub824\uba74, \u2026<\/p>\n<p>\ud55c \uac00\uc9c0 \ud544\uc790\uac00 \uc790\uc8fc \uc0ac\uc6a9\ud558\ub294 \ubc29\ubc95\uc740 [CTRL] + [SHIFT] + <code>F<\/code>\ub97c \ub20c\ub7ec\uc11c <code>Find in Files<\/code>\ub97c \ud65c\uc6a9\ud558\ub294 \uac83\uc774\ub2e4. \ub3d9\uc77c\ud55c \ud504\ub85c\uc81d\ud2b8\uc5d0\uc11c \uc704\uc758 \ubc29\ubc95\uc744 \ud65c\uc6a9\ud588\ub2e4\uba74 <code>10 years<\/code>\uc640 \uac19\uc740 \uac80\uc0c9\uc5b4\ub97c \ub123\uc5b4\uc11c \uae08\ubc29 \ud655\uc778\ud560 \uc218 \uc788\uc744 \uac83\uc774\ub2e4.<\/p>\n<p>10\ub144 \ub2e8\uc704\uc758 x-\ub808\uc774\ube14\uc740 \uc704\ucc98\ub7fc \uae00\uc790\uac00 \uc11c\ub85c \uacb9\uce58\uae30 \ub54c\ubb38\uc5d0 \uc544\ub798\uc640 \uac19\uc774 \ubc14\uafd4 \uc8fc\ub294 \uac8c \uc88b\ub2e4.<\/p>\n<pre><code class=\"r\"># ggplot2\r\nggplot(dat, aes(x=date, y=sunspot)) + \r\n  geom_point() + \r\n  geom_line() + \r\n  scale_x_date(date_breaks = '10 years', date_labels = '%Y') + \r\n  theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust=1))\r\n<\/code><\/pre>\n<p><img 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\" alt=\"plot of chunk unnamed-chunk-78\" \/><\/p>\n<p>\uc774\ub7f0 \uc77c\uc774 \uc790\uc8fc \ubc18\ubcf5\ub418\ub2c8 \ub2e4\uc2dc \ud55c \ubc88 \ub354 \uaf80\ub97c \ub0b4\uac8c \ub41c\ub2e4. \uc544\uc608 \ub0b4\uac00 \uc798 \uae30\uc5b5\ud560 \uc218 \uc788\ub294 \uc9e7\uc740 \uad6c\ubb38\uc744 \ub9cc\ub4e4\uc5b4 \ubc84\ub9ac\ub294 \uac83\uc774\ub2e4.<\/p>\n<pre><code class=\"r\">x_label_10years = function() {\r\n  scale_x_date(date_breaks = '10 years', date_labels = '%Y')\r\n}\r\nx_label_vertical = function() {\r\n  theme(axis.text.x = element_text(angle = 90, vjust = 0.5, hjust=1))\r\n}\r\n<\/code><\/pre>\n<p><code>x_label_vertical()<\/code>\uc758 \uacbd\uc6b0, \uc815\ub9d0 \uc790\uc8fc \ud65c\uc6a9\ud560 \uc218 \uc788\uc744 \ub4ef \ud558\ub2e4. \ud558\uc9c0\ub9cc <code>x_label_10years()<\/code>\ub294 \uadf8\ub2e4\uc9c0 \ud655\uc7a5\uc131\uc774 \ub192\uc9c0 \uc54a\uc740 \ub4ef \ud558\ub2e4.<\/p>\n<pre><code class=\"r\">ggplot(dat, aes(x=date, y=sunspot)) + \r\n  geom_point() + \r\n  geom_line() + \r\n  x_label_10years() + \r\n  x_label_vertical()\r\n<\/code><\/pre>\n<p><img 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\" alt=\"plot of chunk unnamed-chunk-80\" \/><\/p>\n<p>\uadf8\ub798\uc11c \uc9dc\uc794.<\/p>\n<pre><code class=\"r\">x_label_date = function(cycle) {\r\n  if (cycle == '10 years') {\r\n    return(scale_x_date(date_breaks = '10 years', date_labels = '%Y'))\r\n  } else if (cycle == '1 year') {\r\n    return(scale_x_date(date_breaks = '1 year', date_labels = '%Y'))\r\n  } else if (cycle == '1 month') {\r\n    return(scale_x_date(date_breaks = '1 month', date_labels = '%Y-%m'))\r\n  } else if (cycle == '1 week') {\r\n    return(scale_x_date(date_breaks = '1 week', date_labels = '%Y-%m-%d'))\r\n  } else if (cycle == '1 day') {\r\n    return(scale_x_date(date_breaks = '1 day', date_labels = '%Y-%m-%d'))\r\n  } else {\r\n    message(\"consider `scale_x_date(date_breaks = '1 day', date_labels='%d')` with %Y, %y, %m, %d, %H, %M, or %S\")\r\n    error(\"cycle unknown. try x_label_date('1 day') and modify it yourself\")\r\n  }\r\n}\r\n\r\n#ggplot(dat[1:100,], aes(x=date, y=sunspot)) +\r\nggplot(dat, aes(x=date, y=sunspot)) + \r\n  geom_point() + \r\n  geom_line() + \r\n  x_label_date('1 year') + \r\n  x_label_vertical() + \r\n  coord_cartesian(xlim=c(as.Date('1749-01-01'), \r\n                         as.Date('1760-01-01')))\r\n<\/code><\/pre>\n<p><img src=\"data:image\/png;base64,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alt=\"plot of chunk unnamed-chunk-81\" \/><\/p>\n<p>\ub9cc\uc57d \ud544\uc694\ud55c \ud615\uc2dd\uc774 \uc870\uae08 \ub2e4\ub974\ub2e4\uba74 <code>x_label_date('')<\/code>\ub85c \ud78c\ud2b8\ub97c \uc5bb\uc744 \uc218 \uc788\ub2e4.<\/p>\n<h2>\uacb0\ub860<\/h2>\n<pre><code class=\"r\">ggplot() + ... + \r\n  x_label_date('1 year') + \r\n  x_label_vertical() \r\n<\/code><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>ggplot2 \ud301 (\ub450\ubc88\uc9f8) \ub370\uc774\ud130 \ubd88\ub7ec\uc624\uae30 : \ud0dc\uc591 \ud751\uc810 library(ggplot2) library(dplyr) # \ub370\uc774\ud130 \ud655\uc778 head(sunspot.month) ## [1] 58.0 62.6 70.0 55.7 85.0 83.5 start(sunspot.month) ## [1] 1749 1 end(sunspot.month) ## [1] 2013 9 time(sunspot.month) %&gt;% head ## [1] 1749.000 1749.083 1749.167 1749.250 1749.333 1749.417 frequency(sunspot.month) ## [1] 12 ts \ud615\uc2dd\uc744 \ub370\uc774\ud130 \ud504\ub808\uc784\uc73c\ub85c \ubcc0\ud658\ud558\uae30 # \ub370\uc774\ud130 \ud504\ub808\uc784\uc73c\ub85c [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":2252,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[187,28,29,165],"tags":[],"jetpack_featured_media_url":"http:\/\/ds.sumeun.org\/wp-content\/uploads\/2020\/12\/ggplot2_tips02.png","_links":{"self":[{"href":"http:\/\/ds.sumeun.org\/index.php?rest_route=\/wp\/v2\/posts\/2250"}],"collection":[{"href":"http:\/\/ds.sumeun.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/ds.sumeun.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/ds.sumeun.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/ds.sumeun.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2250"}],"version-history":[{"count":2,"href":"http:\/\/ds.sumeun.org\/index.php?rest_route=\/wp\/v2\/posts\/2250\/revisions"}],"predecessor-version":[{"id":2253,"href":"http:\/\/ds.sumeun.org\/index.php?rest_route=\/wp\/v2\/posts\/2250\/revisions\/2253"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/ds.sumeun.org\/index.php?rest_route=\/wp\/v2\/media\/2252"}],"wp:attachment":[{"href":"http:\/\/ds.sumeun.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2250"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/ds.sumeun.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2250"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/ds.sumeun.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2250"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}