{"id":2969,"date":"2023-07-19T20:47:38","date_gmt":"2023-07-19T20:47:38","guid":{"rendered":"https:\/\/statorials.org\/my\/pivot_longer-%e1%80%99%e1%80%be-r\/"},"modified":"2023-07-19T20:47:38","modified_gmt":"2023-07-19T20:47:38","slug":"pivot_longer-%e1%80%99%e1%80%be-r","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/pivot_longer-%e1%80%99%e1%80%be-r\/","title":{"rendered":"R \u1010\u103d\u1004\u103a pivot_longer() \u1000\u102d\u102f\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u100a\u103a\u1038"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">R \u101b\u103e\u102d <a href=\"https:\/\/tidyr.tidyverse.org\/\" target=\"_blank\" rel=\"noopener\">Tidyr<\/a> \u1015\u1000\u103a\u1000\u1031\u1037\u1001\u103a\u103b\u104f <strong>pivot_longer()<\/strong> \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1000\u103b\u101a\u103a\u1015\u103c\u1014\u1037\u103a\u1016\u1031\u102c\u103a\u1019\u1010\u103a\u1019\u103e \u101b\u103e\u100a\u103a\u101c\u103b\u102c\u1038\u101e\u1031\u102c\u1016\u1031\u102c\u103a\u1019\u1010\u103a\u101e\u102d\u102f\u1037 \u1012\u1031\u1010\u102c\u1018\u101c\u1031\u102c\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u101c\u103e\u100a\u1037\u103a\u101b\u1014\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1024\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u101e\u100a\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1001\u103c\u1031\u1001\u1036 syntax \u1000\u102d\u102f\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101e\u100a\u103a-<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><b><span style=\"color: #008000;\">library<\/span> (tidyr)\n\n<strong>df %&gt;% pivot_longer(cols=c(' <span style=\"color: #ff0000;\">var1<\/span> ', ' <span style=\"color: #ff0000;\">var2<\/span> ', ...),\n                    names_to=' <span style=\"color: #ff0000;\">col1_name<\/span> ',\n                    values_to=' <span style=\"color: #ff0000;\">col2_name<\/span> ')<\/strong>\n<\/b><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\u101b\u103d\u103e\u1031-<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>cols-<\/strong> \u1006\u102f\u1036\u1001\u103b\u1000\u103a\u101c\u102f\u1015\u103a\u101b\u1014\u103a \u1000\u1031\u102c\u103a\u101c\u1036\u1021\u1019\u100a\u103a\u1019\u103b\u102c\u1038<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>names_to<\/strong> : \u1005\u102c\u101c\u102f\u1036\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1021\u101e\u1005\u103a\u104f\u1021\u1019\u100a\u103a<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>values_to<\/strong> : \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038 \u1000\u1031\u102c\u103a\u101c\u1036\u1021\u101e\u1005\u103a\u104f \u1021\u1019\u100a\u103a<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1025\u1015\u1019\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\u1001\u103b\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u1011\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u1006\u1000\u103a\u1005\u1015\u103a\u1019\u103e\u102f-<\/strong> <a href=\"https:\/\/statorials.org\/my\/long-data-\u1014\u103e\u1004\u1037\u103a-wide-data-\u1019\u103b\u102c\u1038\/\" target=\"_blank\" rel=\"noopener\">\u101b\u103e\u100a\u103a\u101c\u103b\u102c\u1038\u101e\u1031\u102c \u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a \u1000\u103b\u101a\u103a\u1015\u103c\u1014\u1037\u103a\u101e\u1031\u102c\u1012\u1031\u1010\u102c- \u1000\u103d\u102c\u1001\u103c\u102c\u1038\u1001\u103b\u1000\u103a\u1000\u102c\u1038 \u1021\u1018\u101a\u103a\u1014\u100a\u103a\u1038\u104b<\/a><\/span><\/p>\n<h3> <strong><span style=\"color: #000000;\">\u1025\u1015\u1019\u102c- R \u1010\u103d\u1004\u103a pivot_longer() \u1000\u102d\u102f\u101e\u102f\u1036\u1038\u1015\u102b\u104b<\/span><\/strong><\/h3>\n<p> <span style=\"color: #000000;\">\u1019\u1010\u1030\u100a\u102e\u101e\u1031\u102c\u1014\u103e\u1005\u103a\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1019\u1010\u1030\u100a\u102e\u101e\u1031\u102c\u1018\u1010\u103a\u1005\u1000\u1000\u103a\u1018\u1031\u102c\u1000\u1005\u102c\u1038\u101e\u1019\u102c\u1038\u1019\u103b\u102c\u1038\u1019\u103e \u101b\u1019\u103e\u1010\u103a\u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a\u1000\u102d\u102f\u1015\u103c\u101e\u101e\u100a\u1037\u103a R \u1010\u103d\u1004\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1012\u1031\u1010\u102c\u1018\u1031\u102c\u1004\u103a\u101b\u103e\u102d\u101e\u100a\u103a\u1006\u102d\u102f\u1015\u102b\u1005\u102d\u102f\u1037\u104b<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008080;\">#create data frame\n<\/span>df &lt;- data. <span style=\"color: #3366ff;\">frame<\/span> (player=c('A', 'B', 'C', 'D'),\n                 year1=c(12, 15, 19, 19),\n                 year2=c(22, 29, 18, 12))\n\n<span style=\"color: #008080;\">#view data frame\n<\/span>df\n\n  player year1 year2\n1 to 12 22\n2 B 15 29\n3 C 19 18\n4 D 19 12<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u1024\u1012\u1031\u1010\u102c\u1018\u1031\u102c\u1004\u103a\u1000\u102d\u102f \u1016\u1031\u102c\u103a\u1019\u1000\u103a\u101b\u103e\u100a\u103a\u1021\u1016\u103c\u1005\u103a \u101c\u103e\u100a\u1037\u103a\u101b\u1014\u103a <strong>pivot_longer()<\/strong> \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">library<\/span> (tidyr)\n\n<span style=\"color: #008080;\">#pivot the data frame into a long format\n<\/span>df %&gt;% pivot_longer(cols=c(' <span style=\"color: #ff0000;\">year1<\/span> ', ' <span style=\"color: #ff0000;\">year2<\/span> '),\n                    names_to=' <span style=\"color: #ff0000;\">year<\/span> ',\n                    values_to=' <span style=\"color: #ff0000;\">points<\/span> ')\n\n# A tibble: 8 x 3\n  player year points\n      \n1 A year1 12\n2 A year2 22\n3 B year1 15\n4 B year2 29\n5 C year1 19\n6 C year2 18\n7 D year1 19\n8 D year2 12\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\u101a\u1001\u102f \u1000\u1031\u102c\u103a\u101c\u1036\u1021\u1019\u100a\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f <strong>year1<\/strong> \u1014\u103e\u1004\u1037\u103a <strong>year2<\/strong> \u1019\u103b\u102c\u1038\u1000\u102d\u102f &#8220; year&#8221;  \u101f\u102f\u1001\u1031\u102b\u103a\u101e\u1031\u102c \u1000\u1031\u102c\u103a\u101c\u1036\u1021\u101e\u1005\u103a\u1010\u103d\u1004\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1021\u1016\u103c\u1005\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1011\u102c\u1038\u1015\u103c\u102e\u1038 \u1021\u1006\u102d\u102f\u1015\u102b \u1019\u1030\u101b\u1004\u103a\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1019\u103b\u102c\u1038\u1019\u103e \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f &#8220; points&#8221;  \u101f\u102f\u1001\u1031\u102b\u103a\u101e\u1031\u102c \u1000\u1031\u102c\u103a\u101c\u1036\u1021\u101e\u1005\u103a\u1010\u103d\u1004\u103a \u1011\u102c\u1038\u101b\u103e\u102d\u101e\u100a\u103a\u1000\u102d\u102f \u101e\u1010\u102d\u1015\u103c\u102f\u1015\u102b\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1014\u1031\u102c\u1000\u103a\u1006\u102f\u1036\u1038\u101b\u101c\u1012\u103a\u1019\u103e\u102c \u1012\u1031\u1010\u102c\u1018\u1031\u102c\u1004\u103a\u101b\u103e\u100a\u103a\u1010\u1005\u103a\u1001\u102f\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u1019\u103e\u1010\u103a\u1001\u103b\u1000\u103a<\/strong> &#8211; <strong>pivot_longer()<\/strong> \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1021\u1010\u103d\u1000\u103a \u1005\u102c\u101b\u103d\u1000\u103a\u1005\u102c\u1010\u1019\u103a\u1038\u1021\u1015\u103c\u100a\u1037\u103a\u1021\u1005\u102f\u1036\u1000\u102d\u102f <a href=\"https:\/\/tidyr.tidyverse.org\/reference\/pivot_longer.html\" target=\"_blank\" rel=\"noopener\">\u1024\u1014\u1031\u101b\u102c\u1010\u103d\u1004\u103a<\/a> \u101b\u103e\u102c\u1010\u103d\u1031\u1037\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\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> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1015\u102b\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1019\u103b\u102c\u1038\u101e\u100a\u103a R \u1010\u103d\u1004\u103a Tidyr \u1015\u1000\u103a\u1000\u1031\u1037\u1001\u103a\u103b\u1019\u103e \u1021\u1001\u103c\u102c\u1038\u1018\u102f\u1036\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101b\u1015\u102f\u1036\u1000\u102d\u102f \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1011\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/my\/pivot_wider-r\/\" target=\"_blank\" rel=\"noopener\">R \u1010\u103d\u1004\u103a pivot_wider() \u1000\u102d\u102f\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u100a\u103a\u1038<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/r-\u1010\u103d\u1004\u103a\u1015\u103b\u1036\u1037\u1014\u103e\u1036\u1037\u1019\u103e\u102f\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\/\" target=\"_blank\" rel=\"noopener\">R \u1010\u103d\u1004\u103a Spread function \u1000\u102d\u102f\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u100a\u103a\u1038<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/r-\u1010\u103d\u1004\u103a-function-\u1000\u102d\u102f\u1005\u102f\u1006\u1031\u102c\u1004\u103a\u1038\u1015\u102b\u104b\/\" target=\"_blank\" rel=\"noopener\">R \u1010\u103d\u1004\u103a collection function \u1000\u102d\u102f\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u100a\u103a\u1038<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/r-\u1010\u103d\u1004\u103a-\u101e\u102e\u1038\u1001\u103c\u102c\u1038\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\/\" target=\"_blank\" rel=\"noopener\">R \u1010\u103d\u1004\u103a\u101e\u102e\u1038\u1001\u103c\u102c\u1038\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u100a\u103a\u1038<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/r-\u1010\u103d\u1004\u103a-function-\u1000\u102d\u102f\u1015\u1031\u102b\u1004\u103a\u1038\u1005\u100a\u103a\u1038\u1015\u102b\u104b\/\" target=\"_blank\" rel=\"noopener\">R \u1010\u103d\u1004\u103a Unite \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u100a\u103a\u1038<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>R \u101b\u103e\u102d Tidyr \u1015\u1000\u103a\u1000\u1031\u1037\u1001\u103a\u103b\u104f pivot_longer() \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1000\u103b\u101a\u103a\u1015\u103c\u1014\u1037\u103a\u1016\u1031\u102c\u103a\u1019\u1010\u103a\u1019\u103e \u101b\u103e\u100a\u103a\u101c\u103b\u102c\u1038\u101e\u1031\u102c\u1016\u1031\u102c\u103a\u1019\u1010\u103a\u101e\u102d\u102f\u1037 \u1012\u1031\u1010\u102c\u1018\u101c\u1031\u102c\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u101c\u103e\u100a\u1037\u103a\u101b\u1014\u103a \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b \u1024\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u101e\u100a\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1021\u1001\u103c\u1031\u1001\u1036 syntax \u1000\u102d\u102f\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101e\u100a\u103a- library (tidyr) df %&gt;% pivot_longer(cols=c(&#8216; var1 &#8216;, &#8216; var2 &#8216;, &#8230;), names_to=&#8217; col1_name &#8216;, values_to=&#8217; col2_name &#8216;) \u101b\u103d\u103e\u1031- cols- \u1006\u102f\u1036\u1001\u103b\u1000\u103a\u101c\u102f\u1015\u103a\u101b\u1014\u103a \u1000\u1031\u102c\u103a\u101c\u1036\u1021\u1019\u100a\u103a\u1019\u103b\u102c\u1038 names_to : \u1005\u102c\u101c\u102f\u1036\u1038\u1000\u1031\u102c\u103a\u101c\u1036\u1021\u101e\u1005\u103a\u104f\u1021\u1019\u100a\u103a values_to : \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038 \u1000\u1031\u102c\u103a\u101c\u1036\u1021\u101e\u1005\u103a\u104f \u1021\u1019\u100a\u103a \u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1025\u1015\u1019\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\u1001\u103b\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u1015\u103c\u101e\u1011\u102c\u1038\u101e\u100a\u103a\u104b \u1006\u1000\u103a\u1005\u1015\u103a\u1019\u103e\u102f- \u101b\u103e\u100a\u103a\u101c\u103b\u102c\u1038\u101e\u1031\u102c \u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a \u1000\u103b\u101a\u103a\u1015\u103c\u1014\u1037\u103a\u101e\u1031\u102c\u1012\u1031\u1010\u102c- \u1000\u103d\u102c\u1001\u103c\u102c\u1038\u1001\u103b\u1000\u103a\u1000\u102c\u1038 \u1021\u1018\u101a\u103a\u1014\u100a\u103a\u1038\u104b [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>R \u2013 Statology \u1010\u103d\u1004\u103a pivot_longer() \u1000\u102d\u102f\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u100a\u103a\u1038<\/title>\n<meta name=\"description\" content=\"\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1010\u103d\u1004\u103a R \u101b\u103e\u102d Tidyr \u1021\u1011\u102f\u1015\u103a\u1019\u103e pivot_longer() \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f 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