{"id":2124,"date":"2023-07-23T14:29:43","date_gmt":"2023-07-23T14:29:43","guid":{"rendered":"https:\/\/statorials.org\/hi\/dplyr-%e0%a4%95%e0%a5%89%e0%a4%b2%e0%a4%ae-%e0%a4%9c%e0%a5%8b%e0%a4%a1%e0%a4%bc%e0%a5%87%e0%a4%82\/"},"modified":"2023-07-23T14:29:43","modified_gmt":"2023-07-23T14:29:43","slug":"dplyr-%e0%a4%95%e0%a5%89%e0%a4%b2%e0%a4%ae-%e0%a4%9c%e0%a5%8b%e0%a4%a1%e0%a4%bc%e0%a5%87%e0%a4%82","status":"publish","type":"post","link":"https:\/\/statorials.org\/hi\/dplyr-%e0%a4%95%e0%a5%89%e0%a4%b2%e0%a4%ae-%e0%a4%9c%e0%a5%8b%e0%a4%a1%e0%a4%bc%e0%a5%87%e0%a4%82\/","title":{"rendered":"Dplyr \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 r \u092e\u0947\u0902 \u0921\u0947\u091f\u093e \u092b\u093c\u094d\u0930\u0947\u092e \u092e\u0947\u0902 \u0915\u0949\u0932\u092e \u0915\u0948\u0938\u0947 \u091c\u094b\u0921\u093c\u0947\u0902"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0906\u092a R \u092e\u0947\u0902 \u0921\u0947\u091f\u093e \u092b\u093c\u094d\u0930\u0947\u092e \u092e\u0947\u0902 \u090f\u0915 \u092f\u093e \u0905\u0927\u093f\u0915 \u0915\u0949\u0932\u092e \u091c\u094b\u0921\u093c\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f dplyr \u092a\u0948\u0915\u0947\u091c \u0915\u0947 <strong>mutate()<\/strong> \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u092f\u0939 \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u092e\u0942\u0932 \u0938\u093f\u0902\u091f\u0948\u0915\u094d\u0938 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u0935\u093f\u0927\u093f 1: \u0921\u0947\u091f\u093e \u092b\u093c\u094d\u0930\u0947\u092e \u0915\u0947 \u0905\u0902\u0924 \u092e\u0947\u0902 \u090f\u0915 \u0915\u0949\u0932\u092e \u091c\u094b\u0921\u093c\u0947\u0902<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\">df %&gt;%\n<span style=\"color: #3366ff;\">mutate<\/span> (new_col=c(1, 3, 3, 5, 4))<\/span>\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\u0935\u093f\u0927\u093f 2: \u0915\u093f\u0938\u0940 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0915\u0949\u0932\u092e \u0938\u0947 \u092a\u0939\u0932\u0947 \u090f\u0915 \u0915\u0949\u0932\u092e \u091c\u094b\u0921\u093c\u0947\u0902<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\">df %&gt;%\n<span style=\"color: #3366ff;\">mutate<\/span> (new_col=c(1, 3, 3, 5, 4),\n        .before=col_name)<\/span>\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\u0935\u093f\u0927\u093f 3: \u0915\u093f\u0938\u0940 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0915\u0949\u0932\u092e \u0915\u0947 \u092c\u093e\u0926 \u090f\u0915 \u0915\u0949\u0932\u092e \u091c\u094b\u0921\u093c\u0947\u0902<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\">df %&gt;%\n<span style=\"color: #3366ff;\">mutate<\/span> (new_col=c(1, 3, 3, 5, 4),\n        .after=col_name)<\/span>\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\u0935\u093f\u0927\u093f 4: \u0905\u0928\u094d\u092f \u0915\u0949\u0932\u092e\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u090f\u0915 \u0915\u0949\u0932\u092e \u091c\u094b\u0921\u093c\u0947\u0902<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>df %&gt;%\n<span style=\"color: #3366ff;\">mutate<\/span> (new_col= <span style=\"color: #3366ff;\">if_else<\/span> (.$col_name &gt; 10, ' <span style=\"color: #ff0000;\">A<\/span> ', ' <span style=\"color: #ff0000;\">B<\/span> '))\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0909\u0926\u093e\u0939\u0930\u0923 \u0926\u093f\u0916\u093e\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0921\u0947\u091f\u093e \u092b\u093c\u094d\u0930\u0947\u092e \u0915\u0947 \u0938\u093e\u0925 \u0935\u094d\u092f\u0935\u0939\u093e\u0930 \u092e\u0947\u0902 \u0907\u0938 \u0938\u093f\u0902\u091f\u0948\u0915\u094d\u0938 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (team=c('A', 'A', 'A', 'A', 'B', 'B', 'B', 'B'),\n                 points=c(12, 14, 19, 24, 24, 22, 30, 9),\n                 assists=c(4, 6, 6, 8, 3, 7, 8, 11))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  team points assists\n1 to 12 4\n2 to 14 6\n3 To 19 6\n4 to 24 8\n5 B 24 3\n6 B 22 7\n7 B 30 8\n8 B 9 11\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u0909\u0926\u093e\u0939\u0930\u0923 1: \u0921\u0947\u091f\u093e \u092b\u093c\u094d\u0930\u0947\u092e \u0915\u0947 \u0905\u0902\u0924 \u092e\u0947\u0902 \u090f\u0915 \u0915\u0949\u0932\u092e \u091c\u094b\u0921\u093c\u0947\u0902<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0915\u094b\u0921 \u0926\u093f\u0916\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u0921\u0947\u091f\u093e \u092b\u093c\u094d\u0930\u0947\u092e \u0915\u0947 \u0905\u0902\u0924 \u092e\u0947\u0902 \u0915\u0949\u0932\u092e \u0915\u0948\u0938\u0947 \u091c\u094b\u0921\u093c\u093e \u091c\u093e\u090f:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#add 'blocks' column at end of data frame\n<\/span>df &lt;- df %&gt;%\n        <span style=\"color: #3366ff;\">mutate<\/span> (blocks=c(1, 3, 3, 2, 4, 3, 6, 2))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  team points assists blocks\n1 to 12 4 1\n2 A 14 6 3\n3 A 19 6 3\n4 A 24 8 2\n5 B 24 3 4\n6 B 22 7 3\n7 B 30 8 6\n8 B 9 11 2<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\u0927\u094d\u092f\u093e\u0928 \u0926\u0947\u0902 \u0915\u093f \u0906\u092a \u0928\u090f \u0915\u0949\u0932\u092e \u092e\u0947\u0902 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u092e\u093e\u0928 \u0915\u094b \u0915\u0947\u0935\u0932 NA \u0928\u093f\u0930\u094d\u0926\u093f\u0937\u094d\u091f \u0915\u0930\u0915\u0947 \u090f\u0915 \u0916\u093e\u0932\u0940 \u0915\u0949\u0932\u092e \u091c\u094b\u0921\u093c \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#add empty column at end of data frame\n<\/span>df &lt;- df %&gt;%\n        <span style=\"color: #3366ff;\">mutate<\/span> (blocks=NA)\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  team points assists blocks\n1 A 12 4 NA\n2 A 14 6 NA\n3 A 19 6 NA\n4 A 24 8 NA\n5 B 24 3 NA\n6 B 22 7 NA\n7 B 30 8 NA\n8 B 9 11 NA\n<\/strong><\/span><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u0909\u0926\u093e\u0939\u0930\u0923 2: \u0915\u093f\u0938\u0940 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0915\u0949\u0932\u092e \u0938\u0947 \u092a\u0939\u0932\u0947 \u090f\u0915 \u0915\u0949\u0932\u092e \u091c\u094b\u0921\u093c\u0947\u0902<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0915\u094b\u0921 \u0926\u093f\u0916\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u0921\u0947\u091f\u093e \u092b\u093c\u094d\u0930\u0947\u092e \u092e\u0947\u0902 \u0915\u093f\u0938\u0940 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0915\u0949\u0932\u092e \u0938\u0947 \u092a\u0939\u0932\u0947 \u0915\u0949\u0932\u092e \u0915\u0948\u0938\u0947 \u091c\u094b\u0921\u093c\u093e \u091c\u093e\u090f:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#add 'blocks' column before 'points' column\n<\/span>df &lt;- df %&gt;%\n        <span style=\"color: #3366ff;\">mutate<\/span> (blocks=c(1, 3, 3, 2, 4, 3, 6, 2),\n              .before=points)\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  team blocks points assists\n1 A 1 12 4\n2 to 3 14 6\n3 A 3 19 6\n4 A 2 24 8\n5 B 4 24 3\n6 B 3 22 7\n7 B 6 30 8\n8 B 2 9 11\n<\/strong><\/span><\/pre>\n<h3> <strong>\u0909\u0926\u093e\u0939\u0930\u0923 3: \u0915\u093f\u0938\u0940 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0915\u0949\u0932\u092e \u0915\u0947 \u092c\u093e\u0926 \u090f\u0915 \u0915\u0949\u0932\u092e \u091c\u094b\u0921\u093c\u0947\u0902<\/strong><\/h3>\n<p> <span style=\"color: #000000;\">\u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0915\u094b\u0921 \u0926\u093f\u0916\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u0921\u0947\u091f\u093e \u092b\u093c\u094d\u0930\u0947\u092e \u092e\u0947\u0902 \u0915\u093f\u0938\u0940 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0915\u0949\u0932\u092e \u0915\u0947 \u092c\u093e\u0926 \u0915\u0949\u0932\u092e \u0915\u0948\u0938\u0947 \u091c\u094b\u0921\u093c\u093e \u091c\u093e\u090f:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#add 'blocks' column after 'points' column\n<\/span>df &lt;- df %&gt;%\n        <span style=\"color: #3366ff;\">mutate<\/span> (blocks=c(1, 3, 3, 2, 4, 3, 6, 2),\n              .after=points)\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  team points blocks assists\n1 to 12 1 4\n2 A 14 3 6\n3 A 19 3 6\n4 A 24 2 8\n5 B 24 4 3\n6 B 22 3 7\n7 B 30 6 8\n8 B 9 2 11\n<\/strong><\/span><\/pre>\n<h3> <strong>\u0909\u0926\u093e\u0939\u0930\u0923 4: \u0905\u0928\u094d\u092f \u0915\u0949\u0932\u092e\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u090f\u0915 \u0915\u0949\u0932\u092e \u091c\u094b\u0921\u093c\u0947\u0902<\/strong><\/h3>\n<p> <span style=\"color: #000000;\">\u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0915\u094b\u0921 \u0926\u093f\u0916\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u0921\u0947\u091f\u093e \u092b\u093c\u094d\u0930\u0947\u092e \u092e\u0947\u0902 \u0915\u093f\u0938\u0940 \u0905\u0928\u094d\u092f \u0915\u0949\u0932\u092e \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0915\u0949\u0932\u092e \u0915\u0948\u0938\u0947 \u091c\u094b\u0921\u093c\u093e \u091c\u093e\u090f:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#add 'status' column whose values depend on value in 'points' column\n<\/span>df &lt;- df %&gt;%\n        <span style=\"color: #3366ff;\">mutate<\/span> (status= <span style=\"color: #3366ff;\">if_else<\/span> (.$points &gt; 20, ' <span style=\"color: #ff0000;\">Good<\/span> ', ' <span style=\"color: #ff0000;\">Bad<\/span> '))\n\n<span style=\"color: #008080;\">#view data frame<\/span>\ndf\n\n  team points assists status\n1 A 12 4 Bad\n2 A 14 6 Bad\n3 A 19 6 Bad\n4 A 24 8 Good\n5 B 24 3 Good\n6 B 22 7 Good\n7 B 30 8 Good\n8 B 9 11 Bad\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924 \u0938\u0902\u0938\u093e\u0927\u0928<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u091f\u094d\u092f\u0942\u091f\u094b\u0930\u093f\u092f\u0932 \u092c\u0924\u093e\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f dplyr \u092e\u0947\u0902 \u0905\u0928\u094d\u092f \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0915\u093e\u0930\u094d\u092f \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/hi\/dplyr-\u0938\u0942\u091a\u0915\u093e\u0902\u0915-\u0926\u094d\u0935\u093e\u0930\u093e-\u0938\u094d\u0924\u0902\u092d-\u0915\u093e-\u0928\u093e\u092e-\u092c\u0926\u0932\u0947\u0902\/\" target=\"_blank\" rel=\"noopener\">Dplyr \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0938\u0942\u091a\u0915\u093e\u0902\u0915 \u0938\u094d\u0925\u093f\u0924\u093f \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0915\u093f\u0938\u0940 \u0915\u0949\u0932\u092e \u0915\u093e \u0928\u093e\u092e \u0915\u0948\u0938\u0947 \u092c\u0926\u0932\u0947\u0902<\/a><br \/> <a href=\"https:\/\/statorials.org\/hi\/dplyr-\u0907\u0902\u0921\u0947\u0915\u094d\u0938-\u0926\u094d\u0935\u093e\u0930\u093e-\u0915\u0949\u0932\u092e-\u091a\u0941\u0928\u0947\u0902\/\" target=\"_blank\" rel=\"noopener\">Dplyr \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u0907\u0902\u0921\u0947\u0915\u094d\u0938 \u0926\u094d\u0935\u093e\u0930\u093e \u0915\u0949\u0932\u092e \u0915\u093e \u091a\u092f\u0928 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902<\/a><br \/> <a href=\"https:\/\/statorials.org\/hi\/dplyr-\u0932\u093e\u0907\u0928\u0947\u0902-\u0939\u091f\u093e\u090f\u0902\/\" target=\"_blank\" rel=\"noopener\">Dplyr \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0915\u0947 \u092a\u0902\u0915\u094d\u0924\u093f\u092f\u094b\u0902 \u0915\u094b \u0915\u0948\u0938\u0947 \u0939\u091f\u093e\u090f\u0902<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0906\u092a R \u092e\u0947\u0902 \u0921\u0947\u091f\u093e \u092b\u093c\u094d\u0930\u0947\u092e \u092e\u0947\u0902 \u090f\u0915 \u092f\u093e \u0905\u0927\u093f\u0915 \u0915\u0949\u0932\u092e \u091c\u094b\u0921\u093c\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f dplyr \u092a\u0948\u0915\u0947\u091c \u0915\u0947 mutate() \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964 \u092f\u0939 \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u092e\u0942\u0932 \u0938\u093f\u0902\u091f\u0948\u0915\u094d\u0938 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0924\u093e \u0939\u0948: \u0935\u093f\u0927\u093f 1: \u0921\u0947\u091f\u093e \u092b\u093c\u094d\u0930\u0947\u092e \u0915\u0947 \u0905\u0902\u0924 \u092e\u0947\u0902 \u090f\u0915 \u0915\u0949\u0932\u092e \u091c\u094b\u0921\u093c\u0947\u0902 df %&gt;% mutate (new_col=c(1, 3, 3, 5, 4)) \u0935\u093f\u0927\u093f 2: \u0915\u093f\u0938\u0940 \u0935\u093f\u0936\u093f\u0937\u094d\u091f \u0915\u0949\u0932\u092e 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