{"id":1888,"date":"2023-07-24T14:07:38","date_gmt":"2023-07-24T14:07:38","guid":{"rendered":"https:\/\/statorials.org\/ar\/%d8%ae%d8%b7-%d8%a7%d9%84%d8%a7%d8%aa%d8%ac%d8%a7%d9%87-ggplot\/"},"modified":"2023-07-24T14:07:38","modified_gmt":"2023-07-24T14:07:38","slug":"%d8%ae%d8%b7-%d8%a7%d9%84%d8%a7%d8%aa%d8%ac%d8%a7%d9%87-ggplot","status":"publish","type":"post","link":"https:\/\/statorials.org\/ar\/%d8%ae%d8%b7-%d8%a7%d9%84%d8%a7%d8%aa%d8%ac%d8%a7%d9%87-ggplot\/","title":{"rendered":"\u0643\u064a\u0641\u064a\u0629 \u0631\u0633\u0645 \u062e\u0637 \u0627\u0644\u0627\u062a\u062c\u0627\u0647 \u0641\u064a ggplot2 (\u0645\u0639 \u0623\u0645\u062b\u0644\u0629)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p style=\";text-align:right;direction:rtl\"><span style=\"color: #000000;\">\u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0627\u0644\u062a\u0627\u0644\u064a \u0644\u0631\u0633\u0645 \u062e\u0637 \u0627\u0644\u0627\u062a\u062c\u0627\u0647 \u0639\u0644\u0649 \u0642\u0637\u0639\u0629 \u0623\u0631\u0636 \u0641\u064a ggplot2:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>ggplot(df, aes(x=xvar, y=yvar)) +\n    geom_point() +\n    geom_smooth(method=lm) <span style=\"color: #008080;\">#add linear trend line\n<\/span><\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u062a\u0648\u0636\u062d \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629 \u0647\u0630\u0627 \u0639\u0645\u0644\u064a\u064b\u0627 \u0645\u0639 \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame<\/span>\ndf &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (x=c(1, 2, 3, 3, 5, 7, 9),\n                 y=c(8, 14, 18, 25, 29, 33, 25))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  xy\n1 1 8\n2 2 14\n3 3 18\n4 3 25\n5 5 29\n6 7 33\n7 9 25<\/strong><\/pre>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u062b\u0627\u0644 1: \u0625\u0636\u0627\u0641\u0629 \u062e\u0637 \u0627\u062a\u062c\u0627\u0647 \u062e\u0637\u064a<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0648\u0636\u062d \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u0629 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \u0625\u0636\u0627\u0641\u0629 \u062e\u0637 \u0627\u062a\u062c\u0627\u0647 \u062e\u0637\u064a \u0625\u0644\u0649 \u0645\u062e\u0637\u0637 \u0627\u0644\u062a\u0634\u062a\u062a \u0641\u064a ggplot2:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (ggplot2)\n\nggplot(df, aes(x=x, y=y)) +\n    geom_point() +\n    geom_smooth(method=lm) <span style=\"color: #008080;\">#add linear trend line<\/span><\/strong> <\/pre>\n<p style=\";text-align:right;direction:rtl\"><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18087 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/tendance1-1.png\" alt=\"\" width=\"466\" height=\"459\" srcset=\"\" sizes=\"\"><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0645\u062b\u0627\u0644 2: \u0623\u0636\u0641 \u062e\u0637 \u0627\u062a\u062c\u0627\u0647 \u062e\u0637\u064a \u0648\u062d\u062f\u062f \u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u062b\u0642\u0629<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0648\u0633\u064a\u0637\u0629 <strong>\u0627\u0644\u0645\u0633\u062a\u0648\u0649<\/strong> \u0644\u062a\u062d\u062f\u064a\u062f \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062b\u0642\u0629 \u0627\u0644\u0645\u0637\u0644\u0648\u0628 \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647 \u0644\u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u062b\u0642\u0629 \u0627\u0644\u0645\u0638\u0644\u0644\u0629 \u0641\u064a \u0627\u0644\u0631\u0633\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (ggplot2)\n\nggplot(df, aes(x=x, y=y)) +\n    geom_point() +\n    geom_smooth(method=lm, level= <span style=\"color: #008000;\">0.99<\/span> )<\/strong> <\/pre>\n<p style=\";text-align:right;direction:rtl\"><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18091 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/tendance4-1.png\" alt=\"\" width=\"465\" height=\"469\" srcset=\"\" sizes=\"\"><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0644\u0627\u062d\u0638 \u0623\u0646 \u0645\u0633\u062a\u0648\u0649 \u0627\u0644\u062b\u0642\u0629 \u0627\u0644\u0627\u0641\u062a\u0631\u0627\u0636\u064a \u0647\u0648 0.95. \u0648\u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u062d\u062f\u064a\u062f \u0645\u0633\u062a\u0648\u0649 \u062b\u0642\u0629 \u0642\u062f\u0631\u0647 0.99\u060c \u0623\u0635\u0628\u062d\u062a \u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u062b\u0642\u0629 \u0627\u0644\u0645\u0638\u0644\u0644\u0629 \u0639\u0644\u0649 \u0627\u0644\u0631\u0633\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u064a \u0623\u0643\u0628\u0631.<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0645\u062b\u0627\u0644 3: \u0625\u0636\u0627\u0641\u0629 \u062e\u0637 \u0627\u062a\u062c\u0627\u0647 \u062e\u0637\u064a \u0648\u0645\u0646\u0637\u0642\u0629 \u0627\u0646\u0639\u062f\u0627\u0645 \u0627\u0644\u062b\u0642\u0629<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0645\u0643\u0646\u0646\u0627 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0648\u0633\u064a\u0637\u0629 <strong>se=FALSE<\/strong> \u0644\u0625\u062e\u0641\u0627\u0621 \u0645\u0646\u0637\u0642\u0629 \u0627\u0644\u062b\u0642\u0629 \u0627\u0644\u0645\u0638\u0644\u0644\u0629 \u062d\u0648\u0644 \u062e\u0637 \u0627\u0644\u0627\u062a\u062c\u0627\u0647:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (ggplot2)\n\nggplot(df, aes(x=x, y=y)) +\n    geom_point() +\n    geom_smooth(method=lm, se= <span style=\"color: #008000;\">FALSE <span style=\"color: #000000;\">, col=' <span style=\"color: #ff0000;\">red<\/span> ', size= <span style=\"color: #008000;\">2<\/span><\/span><\/span> )<\/strong> <\/pre>\n<p style=\";text-align:right;direction:rtl\"><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-18088 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/tendance2.png\" alt=\"\" width=\"440\" height=\"440\" srcset=\"\" sizes=\"\"><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u062b\u0627\u0644 4: \u0625\u0636\u0627\u0641\u0629 \u062e\u0637 \u0627\u062a\u062c\u0627\u0647 \u0645\u0646\u062d\u0646\u064a<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0625\u0630\u0627 \u0644\u0645 \u0646\u062d\u062f\u062f \u0637\u0631\u064a\u0642\u0629 \u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0645\u0639 <strong>Geom_smooth()<\/strong> \u200e\u060c \u0641\u0633\u064a\u062a\u0645 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062e\u0637 \u0627\u0644\u0644\u0648\u0633 \u0627\u0644\u0645\u0646\u062d\u0646\u064a \u0628\u0634\u0643\u0644 \u0627\u0641\u062a\u0631\u0627\u0636\u064a:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (ggplot2)\n\nggplot(df, aes(x=x, y=y)) +\n    geom_point() +\n    geom_smooth()<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0648\u062b\u0627\u0626\u0642 \u0627\u0644\u0643\u0627\u0645\u0644\u0629 \u0639\u0628\u0631 \u0627\u0644\u0625\u0646\u062a\u0631\u0646\u062a \u0644\u0648\u0638\u064a\u0641\u0629 <strong>Geom_smooth()<\/strong> <a href=\"https:\/\/ggplot2.tidyverse.org\/reference\/geom_smooth.html\" target=\"_blank\" rel=\"noopener\">\u0647\u0646\u0627<\/a> .<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u0635\u0627\u062f\u0631 \u0625\u0636\u0627\u0641\u064a\u0629<\/strong><\/span><\/h3>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u062a\u0634\u0631\u062d \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \u062a\u0646\u0641\u064a\u0630 \u0627\u0644\u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0623\u062e\u0631\u0649 \u0634\u0627\u0626\u0639\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0641\u064a ggplot2:<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <a href=\"https:\/\/statorials.org\/ar\/\u0633\u0645\u0643-\u0627\u0644\u062e\u0637-ggplot\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u0636\u0628\u0637 \u0633\u0645\u0643 \u0627\u0644\u062e\u0637 \u0641\u064a ggplot2<\/a><br \/> <a href=\"https:\/\/statorials.org\/ar\/\u062a\u0639\u064a\u064a\u0646-\u062d\u062f\u0648\u062f-\u0645\u062d\u0648\u0631-ggplot2\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u062a\u0639\u064a\u064a\u0646 \u062d\u062f\u0648\u062f \u0627\u0644\u0645\u062d\u0648\u0631 \u0641\u064a ggplot2<\/a><br \/> \u0643\u064a\u0641\u064a\u0629 \u0625\u0632\u0627\u0644\u0629 \u062e\u0637\u0648\u0637 \u0627\u0644\u0634\u0628\u0643\u0629 \u0641\u064a ggplot2<br \/> <a href=\"https:\/\/statorials.org\/ar\/\u0644\u0648\u0646-\u0627\u0644\u062e\u0644\u0641\u064a\u0629-ggplot\/\" target=\"_blank\" rel=\"noopener\">\u0643\u064a\u0641\u064a\u0629 \u062a\u063a\u064a\u064a\u0631 \u0644\u0648\u0646 \u0627\u0644\u062e\u0644\u0641\u064a\u0629 \u0641\u064a ggplot2<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u064a\u0645\u0643\u0646\u0643 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629 \u0627\u0644\u0623\u0633\u0627\u0633\u064a \u0627\u0644\u062a\u0627\u0644\u064a \u0644\u0631\u0633\u0645 \u062e\u0637 \u0627\u0644\u0627\u062a\u062c\u0627\u0647 \u0639\u0644\u0649 \u0642\u0637\u0639\u0629 \u0623\u0631\u0636 \u0641\u064a ggplot2: ggplot(df, aes(x=xvar, y=yvar)) + geom_point() + geom_smooth(method=lm) #add linear trend line \u062a\u0648\u0636\u062d \u0627\u0644\u0623\u0645\u062b\u0644\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u0646\u0627\u0621 \u0627\u0644\u062c\u0645\u0644\u0629 \u0647\u0630\u0627 \u0639\u0645\u0644\u064a\u064b\u0627 \u0645\u0639 \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0627\u0644\u064a: #create data frame df &lt;- data. frame (x=c(1, 2, 3, 3, 5, 7, 9), y=c(8, 14, 18, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u0643\u064a\u0641\u064a\u0629 \u0631\u0633\u0645 \u062e\u0637 \u0627\u0644\u0627\u062a\u062c\u0627\u0647 \u0641\u064a ggplot2 (\u0645\u0639 \u0623\u0645\u062b\u0644\u0629)<\/title>\n<meta name=\"description\" content=\"\u064a\u0634\u0631\u062d \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0643\u064a\u0641\u064a\u0629 \u0631\u0633\u0645 \u062e\u0637 \u0627\u0644\u0627\u062a\u062c\u0627\u0647 \u0639\u0644\u0649 \u0642\u0637\u0639\u0629 \u0623\u0631\u0636 \u0641\u064a ggplot2\u060c \u0645\u0639 \u0639\u062f\u0629 \u0623\u0645\u062b\u0644\u0629.\" \/>\n<meta name=\"robots\" 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