{"id":1104,"date":"2023-07-27T15:50:37","date_gmt":"2023-07-27T15:50:37","guid":{"rendered":"https:\/\/statorials.org\/my\/r-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba-plot-time-series\/"},"modified":"2023-07-27T15:50:37","modified_gmt":"2023-07-27T15:50:37","slug":"r-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba-plot-time-series","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/r-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba-plot-time-series\/","title":{"rendered":"R \u1016\u103c\u1004\u1037\u103a time series \u1000\u102d\u102f \u1018\u101a\u103a\u101c\u102d\u102f\u1006\u103d\u1032\u1019\u101c\u1032 (\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;\">\u101b\u1036\u1016\u1014\u103a\u101b\u1036\u1001\u102b\u104a \u101e\u1004\u103a\u101e\u100a\u103a \u1021\u1001\u103b\u102d\u1014\u103a\u1005\u102e\u1038\u101b\u102e\u1038\u101b\u103e\u102d \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038 \u1021\u1001\u103b\u102d\u1014\u103a\u1014\u103e\u1004\u1037\u103a\u1021\u1019\u103b\u103e \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1015\u102f\u1036\u1000\u102d\u102f \u1019\u103c\u1004\u103a\u101e\u102c\u1005\u1031\u101b\u1014\u103a R \u1010\u103d\u1004\u103a \u1021\u1001\u103b\u102d\u1014\u103a\u1005\u102e\u1038\u101b\u102e\u1038\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1015\u102f\u1036\u1016\u1031\u102c\u103a\u101c\u102d\u102f\u1015\u1031\u1019\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1010\u103d\u1004\u103a <a href=\"https:\/\/ggplot2.tidyverse.org\/\" target=\"_blank\" rel=\"noopener noreferrer\">ggplot2<\/a> data visualization library \u1000\u102d\u102f\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u104e\u1004\u103a\u1038\u1000\u102d\u102f \u101c\u103b\u1004\u103a\u1019\u103c\u1014\u103a\u1005\u103d\u102c\u1015\u103c\u102f\u101c\u102f\u1015\u103a\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1011\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>R \u1010\u103d\u1004\u103a \u1021\u1001\u103c\u1031\u1001\u1036 \u1021\u1001\u103b\u102d\u1014\u103a\u1005\u102e\u1038\u101b\u102e\u1038 \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1019\u103b\u102c\u1038<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">R \u1010\u103d\u1004\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b dataset \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;\"> <strong><span style=\"color: #008080;\">#create dataset<\/span>\ndf &lt;- data.frame(date = <span style=\"color: #3366ff;\">as<\/span> . <span style=\"color: #3366ff;\">Date<\/span> (\" <span style=\"color: #008000;\">2021-01-01<\/span> \") - 0:99,\n                 sales = <span style=\"color: #3366ff;\">runif<\/span> (100, 10, 500) + <span style=\"color: #3366ff;\">seq<\/span> (50, 149)^2)\n\n<span style=\"color: #008080;\">#view first six rows\n<\/span>head(df)\n\n        dirty date\n1 2021-01-01 2845.506\n2 2020-12-31 2837.849\n3 2020-12-30 3115.517\n4 2020-12-29 2847.161\n5 2020-12-28 3374.619\n6 2020-12-27 3182.005<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">ggplot2 \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1024\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1021\u1010\u103d\u1000\u103a \u1021\u1001\u103c\u1031\u1001\u1036\u1021\u1001\u103b\u102d\u1014\u103a\u1005\u102e\u1038\u101b\u102e\u1038\u1000\u103c\u1036\u1005\u100a\u103a\u1019\u103e\u102f\u1010\u1005\u103a\u1001\u102f\u1016\u1014\u103a\u1010\u102e\u1038\u101b\u1014\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1000\u102f\u1012\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #993300;\">library<\/span> (ggplot2)\n\n<span style=\"color: #008080;\">#create time series plot<\/span>\np &lt;- ggplot(df, <span style=\"color: #3366ff;\">aes<\/span> (x=date, y=sales)) +\n       geom_line()\n\n<span style=\"color: #008080;\">#display time series plot<\/span>\np\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11241 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/series-temporellesr1.png\" alt=\"R \u1010\u103d\u1004\u103a \u1021\u1001\u103c\u1031\u1001\u1036 \u1021\u1001\u103b\u102d\u1014\u103a\u1005\u102e\u1038\u101b\u102e\u1038 \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1019\u103b\u102c\u1038\" width=\"610\" height=\"424\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>X \u101d\u1004\u103a\u101b\u102d\u102f\u1038\u1015\u1031\u102b\u103a\u1010\u103d\u1004\u103a \u101b\u1000\u103a\u1005\u103d\u1032\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1016\u1031\u102c\u103a\u1019\u1010\u103a\u101c\u102f\u1015\u103a\u1015\u102b\u104b<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u104f x-\u101d\u1004\u103a\u101b\u102d\u102f\u1038\u1010\u1005\u103a\u101c\u103b\u103e\u1031\u102c\u1000\u103a\u1015\u103c\u101e\u101e\u100a\u1037\u103a\u101b\u1000\u103a\u1005\u103d\u1032\u1019\u103b\u102c\u1038\u1000\u102d\u102f\u1016\u1031\u102c\u103a\u1019\u1010\u103a\u101b\u1014\u103a <strong>scale_x_date()<\/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 \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\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1015\u103c\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u101a\u1030\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\"><strong>%d-<\/strong> 0 \u1014\u103e\u1004\u1037\u103a 31 \u1000\u103c\u102c\u1038 \u1002\u100f\u1014\u103a\u1038\u1021\u1016\u103c\u1005\u103a \u1014\u1031\u1037<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>%a-<\/strong> \u1021\u1010\u102d\u102f\u1000\u1031\u102c\u1000\u103a \u1021\u1015\u1010\u103a\u1005\u1009\u103a (\u1025\u1015\u1019\u102c &#8220; \u1021\u1004\u103a\u1039\u1002\u102b\u1014\u1031\u1037&#8221; )<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>%A-<\/strong> \u101b\u1000\u103a\u101e\u1010\u1039\u1010\u1015\u1010\u103a\u104f \u1021\u1010\u102d\u102f\u1000\u1031\u102c\u1000\u103a\u1019\u1016\u1031\u102c\u103a\u1015\u103c\u101e\u1031\u102c\u1014\u1031\u1037 (\u1025\u1015\u1019\u102c &#8220; \u1021\u1004\u103a\u1039\u1002\u102b\u1014\u1031\u1037&#8221; )<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>%m<\/strong> : 0 \u1014\u103e\u1004\u1037\u103a 12 \u1000\u103c\u102c\u1038 \u101c\u1019\u103b\u102c\u1038<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>%b-<\/strong> \u1021\u1010\u102d\u102f\u1000\u1031\u102c\u1000\u103a\u101c (\u1025\u1015\u1019\u102c &#8220; Jan&#8221; )<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>%B-<\/strong> \u1021\u1010\u102d\u102f\u1001\u103b\u102f\u1036\u1038\u1019\u1011\u102c\u1038\u101e\u1031\u102c\u101c (\u1025\u1015\u1019\u102c &#8220; \u1007\u1014\u103a\u1014\u1040\u102b\u101b\u102e&#8221; )<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>%y-<\/strong> \u1002\u100f\u1014\u103a\u1038 2 \u101c\u102f\u1036\u1038 (\u1025\u1015\u1019\u102c \u201c21\u201d)<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>%Y-<\/strong> \u1002\u100f\u1014\u103a\u1038 4 \u101c\u102f\u1036\u1038\u1014\u103e\u1005\u103a (\u1025\u1015\u1019\u102c &#8220; 2021&#8221; )<\/span><\/li>\n<li> <span style=\"color: #000000;\"><strong>%W-<\/strong> 0 \u1014\u103e\u1004\u1037\u103a 52 \u1000\u103c\u102c\u1038 \u1010\u1005\u103a\u1014\u103e\u1005\u103a\u104f \u101b\u1000\u103a\u101e\u1010\u1039\u1010\u1015\u1010\u103a<\/span><\/li>\n<\/ul>\n<p> <em><span style=\"color: #000000;\"><strong>*<\/strong> \u1024\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u101b\u1014\u103a\u1021\u1010\u103d\u1000\u103a\u104a x-axis variable \u101e\u100a\u103a date variable \u1016\u103c\u1005\u103a\u101b\u1015\u102b\u1019\u100a\u103a\u104b \u1019\u101b\u103e\u102d\u101e\u1031\u1038\u1015\u102b\u1000\u104a \u104e\u1004\u103a\u1038\u1000\u102d\u102f <strong>as.Date(<\/strong> <strong>variable_name)<\/strong> \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1010\u1005\u103a\u1001\u102f\u101e\u102d\u102f\u1037 \u1021\u1019\u103c\u1014\u103a\u1015\u103c\u1031\u102c\u1004\u103a\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/span><\/em><\/p>\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 \u1024\u1016\u1031\u102c\u103a\u1019\u1010\u103a\u1019\u103b\u102c\u1038\u1011\u1032\u1019\u103e \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u101c\u1000\u103a\u1010\u103d\u1031\u1037\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\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>p + <span style=\"color: #3366ff;\">scale_x_date<\/span> ( <span style=\"color: #993300;\">date_labels<\/span> = \" <span style=\"color: #008000;\">%b %Y<\/span> \")<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11242 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/series-temporellesr2.png\" alt=\"R \u1010\u103d\u1004\u103a \u1005\u102d\u1010\u103a\u1000\u103c\u102d\u102f\u1000\u103a\u101b\u1000\u103a\u1005\u103d\u1032\u1019\u103b\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u1021\u1001\u103b\u102d\u1014\u103a\u1005\u102e\u1038\u101b\u102e\u1038\u1000\u102d\u102f \u1005\u102e\u1005\u1025\u103a\u1001\u103c\u1004\u103a\u1038\u104b\" width=\"599\" height=\"415\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\"><strong>date_breaks<\/strong> \u1021\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1015\u103c\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d x-axis \u1010\u1005\u103a\u101c\u103b\u103e\u1031\u102c\u1000\u103a \u1019\u1000\u103c\u102c\u1001\u100f (\u101e\u102d\u102f\u1037\u1019\u101f\u102f\u1010\u103a \u1019\u1000\u103c\u102c\u1019\u1000\u103c\u102c) \u1016\u103c\u1010\u103a\u1010\u1031\u102c\u1000\u103a\u1019\u103e\u102f\u1019\u103b\u102c\u1038\u1000\u102d\u102f\u101c\u100a\u103a\u1038 \u1011\u100a\u1037\u103a\u101e\u103d\u1004\u103a\u1038\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b \u1025\u1015\u1019\u102c\u104a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a x-axis \u1010\u1005\u103a\u101c\u103b\u103e\u1031\u102c\u1000\u103a \u101b\u1000\u103a\u1005\u103d\u1032\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1014\u103e\u1005\u103a\u1015\u1010\u103a\u1010\u1005\u103a\u1000\u103c\u102d\u1019\u103a \u1015\u103c\u101e\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a-<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>p + <span style=\"color: #3366ff;\">scale_x_date<\/span> ( <span style=\"color: #993300;\">date_breaks<\/span> = \" <span style=\"color: #008000;\">2 week<\/span> \")<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11243 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/series-temporellesr3.png\" alt=\"R \u1010\u103d\u1004\u103a x-axis \u1015\u1031\u102b\u103a\u1010\u103d\u1004\u103a \u1001\u102f\u1014\u103a\u1014\u1031\u101e\u1031\u102c \u101b\u1000\u103a\u1005\u103d\u1032\u1015\u102b\u101b\u103e\u102d\u101e\u1031\u102c \u1021\u1001\u103b\u102d\u1014\u103a\u1005\u102e\u1038\u101b\u102e\u1038\" width=\"599\" height=\"413\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">\u1021\u1031\u102c\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1021\u1000\u103c\u1031\u102c\u1004\u103a\u1038\u1015\u103c\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d x-axis \u1021\u100a\u103d\u103e\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1021\u101c\u103d\u101a\u103a\u1010\u1000\u1030 \u101c\u103e\u1014\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>p + <span style=\"color: #3366ff;\">theme<\/span> ( <span style=\"color: #993300;\">axis.text.x<\/span> = <span style=\"color: #3366ff;\">element_text<\/span> (angle= <span style=\"color: #008000;\">50<\/span> , hjust= <span style=\"color: #008000;\">1<\/span> ))<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11244 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/series-temporellesr4.png\" alt=\"ggplot2 \u1010\u103d\u1004\u103a X \u101d\u1004\u103a\u101b\u102d\u102f\u1038\u1021\u100a\u103d\u103e\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1005\u1031\u102c\u1004\u103a\u1038\u1001\u103c\u1004\u103a\u1038\u104b\" width=\"613\" height=\"425\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">\u1014\u1031\u102c\u1000\u103a\u1006\u102f\u1036\u1038\u1010\u103d\u1004\u103a\u104a \u1021\u1001\u103b\u102d\u1014\u103a\u1005\u102e\u1038\u101b\u102e\u1038\u1000\u102d\u102f \u1015\u102d\u102f\u1019\u102d\u102f\u1006\u103d\u1032\u1006\u1031\u102c\u1004\u103a\u1019\u103e\u102f\u1016\u103c\u1005\u103a\u1005\u1031\u101b\u1014\u103a\u1021\u1010\u103d\u1000\u103a \u1021\u1015\u103c\u1004\u103a\u1021\u1006\u1004\u103a\u104a \u101d\u1004\u103a\u101b\u102d\u102f\u1038\u1021\u100a\u103d\u103e\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a \u1001\u1031\u102b\u1004\u103a\u1038\u1005\u1009\u103a\u1000\u102d\u102f \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a-<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>p &lt;- ggplot(df, <span style=\"color: #3366ff;\">aes<\/span> (x=date, y=sales)) +\n       geom_line( <span style=\"color: #993300;\">color<\/span> =\" <span style=\"color: #008000;\">turquoise4<\/span> \") +\n       theme_minimal() + \n       labs(x=\"\", y=\" <span style=\"color: #008000;\">Sales<\/span> \", title=\" <span style=\"color: #008000;\">Total Sales (Past 100 Days)<\/span> \") +\n       theme( <span style=\"color: #993300;\">plot.title<\/span> = <span style=\"color: #3366ff;\">element_text<\/span> (hjust=0.5, size=20, face=\" <span style=\"color: #008000;\">bold<\/span> \"))\n\np<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-11245 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/series-temporellesr5.png\" alt=\"R \u1010\u103d\u1004\u103a \u1005\u102d\u1010\u103a\u1000\u103c\u102d\u102f\u1000\u103a ggplot \u1021\u1015\u103c\u1004\u103a\u1021\u1006\u1004\u103a\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030 \u1021\u1001\u103b\u102d\u1014\u103a\u1005\u102e\u1038\u101b\u102e\u1038\" width=\"602\" height=\"429\" srcset=\"\" sizes=\"\"><\/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><span style=\"color: #000000;\"><br \/><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/my\/\u1021\u1000\u1031\u102c\u1004\u103a\u1038\u1006\u102f\u1036\u1038-ggplot2-\u1021\u1015\u103c\u1004\u103a\u1021\u1006\u1004\u103a\u1019\u103b\u102c\u1038\/\" target=\"_blank\" rel=\"noopener noreferrer\">\u1021\u1000\u1031\u102c\u1004\u103a\u1038\u1006\u102f\u1036\u1038 ggplot2 \u1021\u1015\u103c\u1004\u103a\u1021\u1006\u1004\u103a\u1019\u103b\u102c\u1038\u1021\u1010\u103d\u1000\u103a \u1015\u103c\u102e\u1038\u1015\u103c\u100a\u1037\u103a\u1005\u102f\u1036\u101e\u1031\u102c \u101c\u1019\u103a\u1038\u100a\u103d\u103e\u1014\u103a<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/ggplot2-\u1001\u1031\u102b\u1004\u103a\u1038\u1005\u1009\u103a\/\" target=\"_blank\" rel=\"noopener noreferrer\">ggplot2 \u1001\u1031\u102b\u1004\u103a\u1038\u1005\u1009\u103a\u1019\u103b\u102c\u1038\u1021\u1010\u103d\u1000\u103a \u101c\u1019\u103a\u1038\u100a\u103d\u103e\u1014\u103a\u1001\u103b\u1000\u103a\u1021\u1015\u103c\u100a\u1037\u103a\u1021\u1005\u102f\u1036<\/a><br \/> <a href=\"https:\/\/statorials.org\/my\/\u1018\u1031\u1038\u1001\u103b\u1004\u103a\u1038\u1000\u1015\u103a\u1019\u103c\u1031\u1000\u103d\u1000\u103a-ggplot2\/\" target=\"_blank\" rel=\"noopener noreferrer\">ggplot2 \u1010\u103d\u1004\u103a \u1018\u1031\u1038\u1001\u103b\u1004\u103a\u1038\u1000\u1015\u103a\u1000\u103d\u1000\u103a\u1019\u103b\u102c\u1038 \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u101b\u1036\u1016\u1014\u103a\u101b\u1036\u1001\u102b\u104a \u101e\u1004\u103a\u101e\u100a\u103a \u1021\u1001\u103b\u102d\u1014\u103a\u1005\u102e\u1038\u101b\u102e\u1038\u101b\u103e\u102d \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038 \u1021\u1001\u103b\u102d\u1014\u103a\u1014\u103e\u1004\u1037\u103a\u1021\u1019\u103b\u103e \u1015\u103c\u1031\u102c\u1004\u103a\u1038\u101c\u1032\u1015\u102f\u1036\u1000\u102d\u102f \u1019\u103c\u1004\u103a\u101e\u102c\u1005\u1031\u101b\u1014\u103a R \u1010\u103d\u1004\u103a \u1021\u1001\u103b\u102d\u1014\u103a\u1005\u102e\u1038\u101b\u102e\u1038\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1015\u102f\u1036\u1016\u1031\u102c\u103a\u101c\u102d\u102f\u1015\u1031\u1019\u100a\u103a\u104b \u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1010\u103d\u1004\u103a ggplot2 data visualization library \u1000\u102d\u102f\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u104e\u1004\u103a\u1038\u1000\u102d\u102f \u101c\u103b\u1004\u103a\u1019\u103c\u1014\u103a\u1005\u103d\u102c\u1015\u103c\u102f\u101c\u102f\u1015\u103a\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1011\u102c\u1038\u101e\u100a\u103a\u104b R \u1010\u103d\u1004\u103a \u1021\u1001\u103c\u1031\u1001\u1036 \u1021\u1001\u103b\u102d\u1014\u103a\u1005\u102e\u1038\u101b\u102e\u1038 \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1019\u103b\u102c\u1038 R \u1010\u103d\u1004\u103a \u1021\u1031\u102c\u1000\u103a\u1015\u102b dataset \u101b\u103e\u102d\u101e\u100a\u103a\u1006\u102d\u102f\u1015\u102b\u1005\u102d\u102f\u1037\u104b #create dataset df &lt;- data.frame(date = as . Date (&#8221;  2021-01-01 &#8220; ) &#8211; 0:99, sales = runif (100, 10, 500) + seq (50, 149)^2) #view [&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 \u1010\u103d\u1004\u103a Time Series \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1018\u101a\u103a\u101c\u102d\u102f\u1006\u103d\u1032\u1019\u101c\u1032 (\u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030) - Statorials<\/title>\n<meta name=\"description\" content=\"\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1010\u103d\u1004\u103a \u1014\u1019\u1030\u1014\u102c\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u1016\u103c\u1004\u1037\u103a 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(\u1025\u1015\u1019\u102c\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a\u1021\u1010\u1030) - Statorials\" \/>\n<meta property=\"og:description\" content=\"\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1010\u103d\u1004\u103a \u1014\u1019\u1030\u1014\u102c\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u1016\u103c\u1004\u1037\u103a \u1021\u1001\u103b\u102d\u1014\u103a\u1005\u102e\u1038\u101b\u102e\u1038\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f R \u1010\u103d\u1004\u103a \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u1006\u103d\u1032\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1010\u103d\u1004\u103a \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1011\u102c\u1038\u101e\u100a\u103a\u104b\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/my\/r-\u1010\u103d\u1004\u103a-plot-time-series\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-27T15:50:37+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/series-temporellesr1.png\" \/>\n<meta name=\"author\" content=\"Benjamin Anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Benjamin Anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/my\/r-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba-plot-time-series\/\",\"url\":\"https:\/\/statorials.org\/my\/r-%e1%80%90%e1%80%bd%e1%80%84%e1%80%ba-plot-time-series\/\",\"name\":\"R \u1010\u103d\u1004\u103a Time Series \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f 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