{"id":1083,"date":"2023-07-27T17:28:48","date_gmt":"2023-07-27T17:28:48","guid":{"rendered":"https:\/\/statorials.org\/ar\/r-%d8%a7%d9%94%d8%b9%d9%85%d8%af%d8%a9-%d8%a7%d9%95%d8%b7%d8%a7%d8%b1-%d8%a8%d9%8a%d8%a7%d9%86%d8%a7%d8%aa-%d8%a7%d9%84%d8%ad%d9%84%d9%82%d8%a9\/"},"modified":"2023-07-27T17:28:48","modified_gmt":"2023-07-27T17:28:48","slug":"r-%d8%a7%d9%94%d8%b9%d9%85%d8%af%d8%a9-%d8%a7%d9%95%d8%b7%d8%a7%d8%b1-%d8%a8%d9%8a%d8%a7%d9%86%d8%a7%d8%aa-%d8%a7%d9%84%d8%ad%d9%84%d9%82%d8%a9","status":"publish","type":"post","link":"https:\/\/statorials.org\/ar\/r-%d8%a7%d9%94%d8%b9%d9%85%d8%af%d8%a9-%d8%a7%d9%95%d8%b7%d8%a7%d8%b1-%d8%a8%d9%8a%d8%a7%d9%86%d8%a7%d8%aa-%d8%a7%d9%84%d8%ad%d9%84%d9%82%d8%a9\/","title":{"rendered":"\u0643\u064a\u0641\u064a\u0629 \u0627\u0644\u062a\u0643\u0631\u0627\u0631 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0623\u0633\u0645\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u062f\u0629 \u0641\u064a r (\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;\">\u0641\u064a \u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0623\u062d\u064a\u0627\u0646 \u0642\u062f \u062a\u0631\u063a\u0628 \u0641\u064a \u0627\u0644\u062a\u0643\u0631\u0627\u0631 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0623\u0633\u0645\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u062f\u0629 \u0644\u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a R \u0648\u062a\u0646\u0641\u064a\u0630 \u0639\u0645\u0644\u064a\u0627\u062a \u0645\u0639\u064a\u0646\u0629 \u0639\u0644\u0649 \u0643\u0644 \u0639\u0645\u0648\u062f. \u0647\u0646\u0627\u0643 \u0637\u0631\u064a\u0642\u062a\u0627\u0646 \u0634\u0627\u0626\u0639\u062a\u0627\u0646 \u0644\u0644\u0642\u064a\u0627\u0645 \u0628\u0630\u0644\u0643:<br \/><\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0623\u0648\u0644\u0649: \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062d\u0644\u0642\u0629 For<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>for (i <span style=\"color: #008000;\">in<\/span> colnames(df)){\n   <span style=\"color: #800080;\">some operation<\/span>\n}\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629: \u0627\u0633\u062a\u062e\u062f\u0645 sapply()<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>sapply(df, <span style=\"color: #800080;\">some operation<\/span> )<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u0648\u0636\u062d \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0645\u062b\u0627\u0644\u0627\u064b \u0644\u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0643\u0644 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0637\u0631\u0642 \u0639\u0645\u0644\u064a\u064b\u0627.<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0623\u0648\u0644\u0649: \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062d\u0644\u0642\u0629 For<\/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 \u0627\u0644\u062a\u0643\u0631\u0627\u0631 \u0639\u0628\u0631 \u0623\u0633\u0645\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u062f\u0629 \u0644\u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 <strong>\u062d\u0644\u0642\u0629 for<\/strong> \u0648\u0639\u0631\u0636 \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0629 \u0644\u0643\u0644 \u0639\u0645\u0648\u062f:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame<\/span>\ndf &lt;- data.frame(var1=c(1, 3, 3, 4, 5),\n                 var2=c(7, 7, 8, 3, 2),\n                 var3=c(3, 3, 6, 6, 8),\n                 var4=c(1, 1, 2, 8, 9))\n\n<span style=\"color: #008080;\">#view data frame<\/span>\ndf\n\n  var1 var2 var3 var4\n1 1 7 3 1\n2 3 7 3 1\n3 3 8 6 2\n4 4 3 6 8\n5 5 2 8 9\n\n<span style=\"color: #008080;\">#loop through each column and print mean of column<\/span>\nfor (i <span style=\"color: #008000;\">in<\/span> colnames(df)){\n    print( <span style=\"color: #3366ff;\">mean<\/span> (df[[i]]))\n}\n\n[1] 3.2\n[1] 5.4\n[1] 5.2\n[1] 4.2\n<\/strong><\/pre>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629: \u0627\u0633\u062a\u062e\u062f\u0645 sapply()<\/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 \u0627\u0644\u062a\u0643\u0631\u0627\u0631 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0623\u0633\u0645\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u062f\u0629 \u0644\u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 <strong>sapply()<\/strong> \u0648\u0639\u0631\u0636 \u0645\u062a\u0648\u0633\u0637 \u0642\u064a\u0645\u0629 \u0643\u0644 \u0639\u0645\u0648\u062f:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame<\/span>\ndf &lt;- data.frame(var1=c(1, 3, 3, 4, 5),\n                 var2=c(7, 7, 8, 3, 2),\n                 var3=c(3, 3, 6, 6, 8),\n                 var4=c(1, 1, 2, 8, 9))\n\n<span style=\"color: #008080;\">#view data frame<\/span>\ndf\n\n  var1 var2 var3 var4\n1 1 7 3 1\n2 3 7 3 1\n3 3 8 6 2\n4 4 3 6 8\n5 5 2 8 9\n\n<span style=\"color: #008080;\">#loop through each column and print mean of column<\/span>\nsapply(df, <span style=\"color: #3366ff;\">mean<\/span> )\n\nvar1 var2 var3 var4 \n 3.2 5.4 5.2 4.2<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0644\u0627\u062d\u0638 \u0623\u0646 \u0643\u0644\u0627 \u0627\u0644\u0637\u0631\u064a\u0642\u062a\u064a\u0646 \u062a\u0631\u062c\u0639 \u0646\u062a\u0627\u0626\u062c \u0645\u062a\u0637\u0627\u0628\u0642\u0629.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <strong><span style=\"color: #000000;\">\u0630\u0627\u062a \u0635\u0644\u0629:<\/span><\/strong> <a href=\"https:\/\/statorials.org\/ar\/\u062f\u0644\u064a\u0644-\u0644\u062a\u0637\u0628\u064a\u0642-lapply-sapply-\u0648tapply-\u0641\u064a-r\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u062f\u0644\u064a\u0644 \u0644\u062a\u0637\u0628\u064a\u0642 () \u0648lapply () \u0648sapply () \u0648tapply () \u0641\u064a R<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0641\u064a \u0643\u062b\u064a\u0631 \u0645\u0646 \u0627\u0644\u0623\u062d\u064a\u0627\u0646 \u0642\u062f \u062a\u0631\u063a\u0628 \u0641\u064a \u0627\u0644\u062a\u0643\u0631\u0627\u0631 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0623\u0633\u0645\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u062f\u0629 \u0644\u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a R \u0648\u062a\u0646\u0641\u064a\u0630 \u0639\u0645\u0644\u064a\u0627\u062a \u0645\u0639\u064a\u0646\u0629 \u0639\u0644\u0649 \u0643\u0644 \u0639\u0645\u0648\u062f. \u0647\u0646\u0627\u0643 \u0637\u0631\u064a\u0642\u062a\u0627\u0646 \u0634\u0627\u0626\u0639\u062a\u0627\u0646 \u0644\u0644\u0642\u064a\u0627\u0645 \u0628\u0630\u0644\u0643: \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u0623\u0648\u0644\u0649: \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u062d\u0644\u0642\u0629 For for (i in colnames(df)){ some operation } \u0627\u0644\u0637\u0631\u064a\u0642\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629: \u0627\u0633\u062a\u062e\u062f\u0645 sapply() sapply(df, some operation ) \u064a\u0648\u0636\u062d \u0647\u0630\u0627 \u0627\u0644\u0628\u0631\u0646\u0627\u0645\u062c \u0627\u0644\u062a\u0639\u0644\u064a\u0645\u064a \u0645\u062b\u0627\u0644\u0627\u064b \u0644\u0643\u064a\u0641\u064a\u0629 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0643\u0644 [&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 \u0627\u0644\u062a\u0643\u0631\u0627\u0631 \u0645\u0646 \u062e\u0644\u0627\u0644 \u0623\u0633\u0645\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u062f\u0629 \u0641\u064a R (\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 \u0642\u0631\u0627\u0621\u0629 \u0627\u0644\u0623\u0639\u0645\u062f\u0629 \u0627\u0644\u0645\u062d\u062f\u062f\u0629 \u0641\u0642\u0637 \u0645\u0646 \u0645\u0644\u0641 CSV \u0641\u064a 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