{"id":1839,"date":"2023-07-24T19:05:26","date_gmt":"2023-07-24T19:05:26","guid":{"rendered":"https:\/\/statorials.org\/my\/r-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba%e1%80%80%e1%80%ad%e1%80%94%e1%80%ba%e1%80%b8%e1%80%82%e1%80%8f%e1%80%ac%e1%80%94%e1%80%ba%e1%80%b8%e1%80%80%e1%80%ad%e1%80%94%e1%80%ba%e1%80%b8%e1%80%82%e1%80%8f\/"},"modified":"2023-07-24T19:05:26","modified_gmt":"2023-07-24T19:05:26","slug":"r-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba%e1%80%80%e1%80%ad%e1%80%94%e1%80%ba%e1%80%b8%e1%80%82%e1%80%8f%e1%80%ac%e1%80%94%e1%80%ba%e1%80%b8%e1%80%80%e1%80%ad%e1%80%94%e1%80%ba%e1%80%b8%e1%80%82%e1%80%8f","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/r-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba%e1%80%80%e1%80%ad%e1%80%94%e1%80%ba%e1%80%b8%e1%80%82%e1%80%8f%e1%80%ac%e1%80%94%e1%80%ba%e1%80%b8%e1%80%80%e1%80%ad%e1%80%94%e1%80%ba%e1%80%b8%e1%80%82%e1%80%8f\/","title":{"rendered":"R \u1010\u103d\u1004\u103a \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u102c\u1014\u103a\u1038\u101e\u102d\u102f\u1037 \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u102c\u1014\u103a\u1038\u1010\u1005\u103a\u1001\u102f\u101e\u102d\u102f\u1037 \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1014\u100a\u103a\u1038 (\u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1016\u103c\u1004\u1037\u103a)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">R \u1010\u103d\u1004\u103a \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038 vector \u1010\u1005\u103a\u1001\u102f\u101e\u102d\u102f\u1037 factor vector \u1000\u102d\u102f \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b syntax \u1000\u102d\u102f \u101e\u102f\u1036\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\">numeric_vector &lt;- as. <span style=\"color: #3366ff;\">numeric<\/span> (as. <span style=\"color: #3366ff;\">character<\/span> (factor_vector))<\/span>\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u1015\u1011\u1019\u1026\u1038\u1005\u103d\u102c factor vector \u1000\u102d\u102f \u1021\u1000\u1039\u1001\u101b\u102c vector \u1021\u1016\u103c\u1005\u103a\u101e\u102d\u102f\u1037\u104a \u1011\u102d\u102f\u1037\u1014\u1031\u102c\u1000\u103a numeric vector \u101e\u102d\u102f\u1037 \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u101b\u1015\u102b\u1019\u100a\u103a\u104b \u104e\u1004\u103a\u1038\u101e\u100a\u103a \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u102c\u1014\u103a\u1038 vector \u1010\u103d\u1004\u103a \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u102c\u1014\u103a\u1038\u1021\u1006\u1004\u1037\u103a\u1019\u103b\u102c\u1038\u1021\u1005\u102c\u1038 \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u102c\u1014\u103a\u1038\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1015\u102b\u1040\u1004\u103a\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u101e\u1031\u1001\u103b\u102c\u1005\u1031\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u101e\u100a\u103a \u1024\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1001\u103c\u1004\u103a\u1038\u104f \u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u1000\u102d\u102f \u1015\u1031\u1038\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 1- Factor Vector \u1000\u102d\u102f \u1002\u100f\u1014\u103a\u1038\u1021\u1016\u103c\u1005\u103a \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1015\u102b\u104b<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1021\u1001\u103b\u1000\u103a\u1015\u103c \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1021\u102c\u1038 \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u102c\u1014\u103a\u1038 \u1017\u1000\u103a\u1010\u102c\u101e\u102d\u102f\u1037 \u1019\u100a\u103a\u101e\u102d\u102f\u1037 \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a \u104b<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #008080;\">#define factor vector\n<span style=\"color: #000000;\">factor_vector &lt;- factor(c(1, 5, 7, 8))\n<\/span>\n#convert factor vector to numeric vector\n<span style=\"color: #000000;\">numeric_vector &lt;- as. <span style=\"color: #3366ff;\">numeric<\/span> (as. <span style=\"color: #3366ff;\">character<\/span> (factor_vector))\n<\/span>\n#view class\n<span style=\"color: #000000;\">class(numeric_vector)<\/span><\/span><span style=\"color: #000000;\">\n\n[1] \"digital\"\n<\/span><\/span><\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 2- Factor Column \u1000\u102d\u102f \u1002\u100f\u1014\u103a\u1038\u1021\u1016\u103c\u1005\u103a \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1015\u102b\u104b<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038 \u1021\u1001\u103b\u1000\u103a\u1021\u101c\u1000\u103a\u1018\u1031\u102c\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u101b\u103e\u102d \u101e\u102e\u1038\u1001\u103c\u102c\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u102c\u1014\u103a\u1038\u1021\u1016\u103c\u1005\u103a\u101e\u102d\u102f\u1037 \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u101e\u100a\u103a-<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #008080;\">#create data frame\n<span style=\"color: #000000;\">df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (a = factor(c(1, 5, 7, 8)),<\/span>\n<span style=\"color: #000000;\">b = c(28, 34, 35, 36))<\/span>\n\n#convert column 'a' from factor to numeric\n<span style=\"color: #000000;\">df$a &lt;- as. <span style=\"color: #3366ff;\">numeric<\/span> (as. <span style=\"color: #3366ff;\">character<\/span> (df$a))<\/span>\n\n#view new data frame\n<span style=\"color: #000000;\">df\n\n  ab\n1 1 28\n2 5 34\n3 7 35\n4 8 36<\/span>\n\n#confirm class of numerical vector\n<span style=\"color: #000000;\">class(df$a)\n\n[1] \"digital\"\n<\/span><\/span><\/span><\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c 3- Multiple Factor Columns \u1000\u102d\u102f Numeric \u1021\u1016\u103c\u1005\u103a\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1015\u102b\u104b<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1021\u1001\u103b\u1000\u103a\u1015\u103c\u1012\u1031\u1010\u102c\u1018\u1031\u102c\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u101b\u103e\u102d \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1021\u1016\u103c\u1005\u103a \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1021\u1016\u103c\u1005\u103a\u101e\u102d\u102f\u1037 \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1016\u1031\u102c\u103a\u1015\u103c\u101e\u100a\u103a-<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #000000;\"><span style=\"color: #008080;\">#create data frame\n<span style=\"color: #000000;\">df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (a = factor(c(1, 5, 7, 8)),\n                 b = factor(c(2, 3, 4, 5)),\n                 c = c('A', 'B', 'C', 'D'),\n                 d = c(45, 56, 54, 57))\n\n<span style=\"color: #008080;\">#display classes of each column\n<\/span>sapply(df, class)\n\n       abcd\n\"factor\" \"factor\" \"character\" \"numeric\" \n\n<span style=\"color: #008080;\">#identify all factor columns\n<\/span>x &lt;- <span style=\"color: #993300;\">sapply<\/span> (df, is. <span style=\"color: #3366ff;\">factor<\/span> )\n\n<span style=\"color: #008080;\">#convert all factor columns to numeric\n<\/span>df[, x] &lt;- as. <span style=\"color: #3366ff;\">data<\/span> . <span style=\"color: #3366ff;\">frame<\/span> ( <span style=\"color: #993300;\">apply<\/span> (df[, x], 2, <span style=\"color: #3366ff;\">as.numeric<\/span> ))\n\n<span style=\"color: #008080;\">#display classes of each column\n<\/span><span style=\"color: #993300;\">sapply<\/span> (df, class)\n\n        abcd\n\"numeric\" \"numeric\" \"character\" \"numeric\"<\/span><\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1024\u1000\u102f\u1012\u103a\u101e\u100a\u103a \u1012\u1031\u1010\u102c\u1018\u1031\u102c\u1004\u103a\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1019\u103e\u102f\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1015\u103c\u102f\u101c\u102f\u1015\u103a\u1001\u1032\u1037\u101e\u100a\u103a-<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>\u1000\u1031\u102c\u103a\u101c\u1036 a-<\/strong> \u1005\u102c\u1015\u102d\u102f\u1037\u101e\u1019\u102c\u1038\u1019\u103e \u1012\u1005\u103a\u1002\u103b\u1005\u103a\u1010\u101a\u103a\u101e\u102d\u102f\u1037<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\u1000\u1031\u102c\u103a\u101c\u1036 b-<\/strong> \u1005\u102c\u1015\u102d\u102f\u1037\u101e\u1019\u102c\u1038\u1019\u103e \u1012\u1005\u103a\u1002\u103b\u1005\u103a\u1010\u101a\u103a\u101e\u102d\u102f\u1037<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\u1000\u1031\u102c\u103a\u101c\u1036 c-<\/strong> \u1019\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1015\u102b (\u104e\u1004\u103a\u1038\u101e\u100a\u103a \u1007\u102c\u1010\u103a\u1000\u1031\u102c\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u1016\u103c\u1005\u103a\u101e\u1031\u102c\u1000\u103c\u1031\u102c\u1004\u1037\u103a)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>\u1000\u1031\u102c\u103a\u101c\u1036 d-<\/strong> \u1019\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1015\u102b (\u104e\u1004\u103a\u1038\u101e\u100a\u103a \u1002\u100f\u1014\u103a\u1038\u1016\u103c\u1005\u103a\u1014\u1031\u1015\u103c\u102e\u1016\u103c\u1005\u103a\u101e\u1031\u102c\u1000\u103c\u1031\u102c\u1004\u1037\u103a)<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/statorials.org\/my\/lapply-sapply-\u1014\u103e\u1004\u1037\u103a-tapply-r-\u1016\u103c\u1004\u1037\u103a-\u1021\u101e\u102f\u1036\u1038\u1001\u103b\u101b\u1014\u103a-\u101c\u1019\u103a\u1038\u100a\u103d\u103e\u1014\u103a\/\" target=\"_blank\" rel=\"noopener\">apply()<\/a> \u1014\u103e\u1004\u1037\u103a <a href=\"https:\/\/statorials.org\/my\/lapply-sapply-\u1014\u103e\u1004\u1037\u103a-tapply-r-\u1016\u103c\u1004\u1037\u103a-\u1021\u101e\u102f\u1036\u1038\u1001\u103b\u101b\u1014\u103a-\u101c\u1019\u103a\u1038\u100a\u103d\u103e\u1014\u103a\/\" target=\"_blank\" rel=\"noopener\">sapply()<\/a> \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1000\u102d\u102f\u101e\u102c \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1021\u1016\u103c\u1005\u103a\u101e\u102d\u102f\u1037 \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1014\u102d\u102f\u1004\u103a\u1001\u1032\u1037\u1015\u103c\u102e\u1038 \u1021\u1001\u103c\u102c\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1021\u102c\u1038\u101c\u102f\u1036\u1038\u1000\u102d\u102f \u1019\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1011\u102c\u1038\u1001\u1032\u1037\u1015\u102b\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1011\u1015\u103a\u101c\u1031\u102c\u1004\u103a\u1038\u1021\u101b\u1004\u103a\u1038\u1021\u1019\u103c\u1005\u103a\u1019\u103b\u102c\u1038<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/my\/r-\u1000\u102d\u102f-\u1000\u102d\u1014\u103a\u1038\u1002\u100f\u102c\u1014\u103a\u1038\u1021\u1016\u103c\u1005\u103a-\u101e\u1010\u103a\u1019\u103e\u1010\u103a\u101b\u1014\u103a\/\" target=\"_blank\" rel=\"noopener\">\u1007\u102c\u1010\u103a\u1000\u1031\u102c\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u1021\u102c\u1038 R \u1010\u103d\u1004\u103a\u1021\u1001\u103b\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u101e\u102d\u102f\u1037\u1018\u101a\u103a\u101c\u102d\u102f\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101b\u1019\u100a\u103a\u1014\u100a\u103a\u1038\u104b<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/character-factor-\u1000\u102d\u102f-r-\u101e\u102d\u102f\u1037\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1015\u102b\u104b\/\" target=\"_blank\" rel=\"noopener\">R \u1010\u103d\u1004\u103a \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u102c\u1014\u103a\u1038\u1000\u102d\u102f \u1021\u1000\u1039\u1001\u101b\u102c\u1021\u1016\u103c\u1005\u103a \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101b\u1019\u100a\u103a\u1014\u100a\u103a\u1038\u104b<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/r-\u1016\u103c\u1004\u1037\u103a-\u1021\u1000\u1039\u1001\u101b\u102c\u1000\u102d\u102f-\u1021\u1001\u103b\u102d\u1014\u103a\u1010\u1036\u1006\u102d\u1015\u103a\u1021\u1016\u103c\u1005\u103a-\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1015\u102b\u104b\/\" target=\"_blank\" rel=\"noopener\">R \u1016\u103c\u1004\u1037\u103a \u1005\u102c\u101c\u102f\u1036\u1038\u1010\u1005\u103a\u101c\u102f\u1036\u1038\u1000\u102d\u102f \u1021\u1001\u103b\u102d\u1014\u103a\u1010\u1036\u1006\u102d\u1015\u103a\u1010\u1005\u103a\u1001\u102f\u101e\u102d\u102f\u1037 \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101b\u1019\u100a\u103a\u1014\u100a\u103a\u1038\u104b<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>R \u1010\u103d\u1004\u103a \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u1014\u103a\u1038 vector \u1010\u1005\u103a\u1001\u102f\u101e\u102d\u102f\u1037 factor vector \u1000\u102d\u102f 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