{"id":910,"date":"2023-07-28T08:19:55","date_gmt":"2023-07-28T08:19:55","guid":{"rendered":"https:\/\/statorials.org\/ar\/%d9%86%d9%82%d8%a7%d8%b7-zr\/"},"modified":"2023-07-28T08:19:55","modified_gmt":"2023-07-28T08:19:55","slug":"%d9%86%d9%82%d8%a7%d8%b7-zr","status":"publish","type":"post","link":"https:\/\/statorials.org\/ar\/%d9%86%d9%82%d8%a7%d8%b7-zr\/","title":{"rendered":"\u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u062f\u0631\u062c\u0627\u062a z \u0641\u064a r"},"content":{"rendered":"<p><\/p>\n<hr>\n<p style=\";text-align:right;direction:rtl\"><span style=\"color: #000000;\">\u0641\u064a \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0627\u062a\u060c \u062a\u062e\u0628\u0631\u0646\u0627 <strong>\u0627\u0644\u0646\u062a\u064a\u062c\u0629 z \u0639\u0646<\/strong> \u0639\u062f\u062f \u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641\u0627\u062a \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a\u0629 \u0644\u0644\u0642\u064a\u0645\u0629 \u0639\u0646 \u0627\u0644\u0645\u062a\u0648\u0633\u0637. \u0646\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0635\u064a\u063a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0644\u062d\u0633\u0627\u0628 \u062f\u0631\u062c\u0629 z:<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0636<\/strong> = (X \u2013 \u03bc) \/ \u03c3<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0630\u0647\u0628:<\/span><\/p>\n<ul style=\";text-align:right;direction:rtl\">\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">X \u0647\u064a \u0642\u064a\u0645\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0648\u0644\u064a\u0629 \u0648\u0627\u062d\u062f\u0629<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u03bc \u0647\u0648 \u0645\u062a\u0648\u0633\u0637 \u0639\u062f\u062f \u0627\u0644\u0633\u0643\u0627\u0646<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u03c3 \u0647\u0648 \u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641 \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a \u0644\u0644\u0633\u0643\u0627\u0646<\/span><\/li>\n<\/ul>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\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 \u062d\u0633\u0627\u0628 \u0646\u0642\u0627\u0637 z \u0644\u0642\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0641\u064a R.<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0645\u062b\u0627\u0644 1: \u0625\u064a\u062c\u0627\u062f \u062f\u0631\u062c\u0627\u062a Z \u0644\u0645\u062a\u062c\u0647 \u0648\u0627\u062d\u062f<\/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\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u062f\u0631\u062c\u0629 z \u0644\u0643\u0644 \u0642\u064a\u0645\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0648\u0644\u064a\u0629 \u0641\u064a \u0627\u0644\u0645\u062a\u062c\u0647:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create vector of data<\/span>\ndata &lt;- c(6, 7, 7, 12, 13, 13, 15, 16, 19, 22)\n\n<span style=\"color: #008080;\">#find z-score for each data value<\/span> \nz_scores &lt;- (data-mean(data))\/sd(data)\n\n<span style=\"color: #008080;\">#display z-scores<\/span>\nz_scores\n\n[1] -1.3228757 -1.1338934 -1.1338934 -0.1889822 0.0000000 0.0000000\n[7] 0.3779645 0.5669467 1.1338934 1.7008401\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u062a\u062e\u0628\u0631\u0646\u0627 \u0643\u0644 \u062f\u0631\u062c\u0629 z \u0628\u0639\u062f\u062f \u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641\u0627\u062a \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a\u0629 \u0644\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0641\u0631\u062f\u064a\u0629 \u0639\u0646 \u0627\u0644\u0645\u062a\u0648\u0633\u0637. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644:<\/span><\/p>\n<ul style=\";text-align:right;direction:rtl\">\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0642\u064a\u0645\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 &#8220;6&#8221; \u0647\u064a <strong>1.323<\/strong> \u0627\u0646\u062d\u0631\u0627\u0641 \u0645\u0639\u064a\u0627\u0631\u064a <em>\u0623\u0642\u0644 \u0645\u0646<\/em> \u0627\u0644\u0645\u062a\u0648\u0633\u0637.<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0642\u064a\u0645\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0627\u0644\u062e\u0627\u0645\u0633\u0629\u060c &#8220;13&#8221;\u060c \u0647\u064a <strong>0<\/strong> \u0627\u0646\u062d\u0631\u0627\u0641\u0627\u062a \u0645\u0639\u064a\u0627\u0631\u064a\u0629 \u0639\u0646 \u0627\u0644\u0645\u062a\u0648\u0633\u0637\u060c \u0623\u064a \u0623\u0646\u0647\u0627 \u062a\u0633\u0627\u0648\u064a \u0627\u0644\u0645\u062a\u0648\u0633\u0637.<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0623\u062d\u062f\u062b \u0642\u064a\u0645\u0629 \u0644\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u064a\u0629 &#8220;22&#8221; \u0647\u064a <strong>1.701<\/strong> \u0627\u0646\u062d\u0631\u0627\u0641 \u0645\u0639\u064a\u0627\u0631\u064a <em>\u0641\u0648\u0642<\/em> \u0627\u0644\u0645\u062a\u0648\u0633\u0637.<\/span><\/li>\n<\/ul>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0627\u0644\u0645\u062b\u0627\u0644 2: \u0627\u0644\u0628\u062d\u062b \u0639\u0646 Z-Scores \u0644\u0639\u0645\u0648\u062f \u0648\u0627\u062d\u062f \u0641\u064a DataFrame<\/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\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u062f\u0631\u062c\u0629 z \u0644\u0643\u0644 \u0642\u064a\u0645\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0648\u0644\u064a\u0629 \u0641\u064a \u0639\u0645\u0648\u062f \u0648\u0627\u062d\u062f \u0645\u0646 \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create dataframe<\/span>\ndf &lt;- data.frame(assists = c(4, 4, 6, 7, 9, 13),\n                 points = c(24, 29, 13, 15, 19, 22),\n                 rebounds = c(5, 5, 7, 8, 14, 15))\n\n<span style=\"color: #008080;\">#find z-score for each data value in the 'points' column\n<\/span>z_scores &lt;- (df$points-mean(df$points))\/sd(df$points)\n\n<span style=\"color: #008080;\">#display z-scores<\/span>\nz_scores\n\n[1] 0.6191904 1.4635409 -1.2383807 -0.9006405 -0.2251601 0.2814502\n<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u062a\u062e\u0628\u0631\u0646\u0627 \u0643\u0644 \u062f\u0631\u062c\u0629 z \u0628\u0639\u062f\u062f \u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641\u0627\u062a \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a\u0629 \u0644\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0641\u0631\u062f\u064a\u0629 \u0639\u0646 \u0627\u0644\u0645\u062a\u0648\u0633\u0637. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644:<\/span><\/p>\n<ul style=\";text-align:right;direction:rtl\">\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0642\u064a\u0645\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 &#8220;24&#8221; \u0647\u064a <strong>0.619<\/strong> \u0627\u0646\u062d\u0631\u0627\u0641 \u0645\u0639\u064a\u0627\u0631\u064a <em>\u0641\u0648\u0642<\/em> \u0627\u0644\u0645\u062a\u0648\u0633\u0637.<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0642\u064a\u0645\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0627\u0644\u062b\u0627\u0646\u064a\u0629\u060c &#8220;29&#8221;\u060c \u0647\u064a <strong>1.464<\/strong> \u0627\u0646\u062d\u0631\u0627\u0641 \u0645\u0639\u064a\u0627\u0631\u064a <em>\u0641\u0648\u0642<\/em> \u0627\u0644\u0645\u062a\u0648\u0633\u0637.<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0642\u064a\u0645\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0627\u0644\u062b\u0627\u0644\u062b\u0629\u060c &#8220;13&#8221;\u060c \u0647\u064a <strong>1.238<\/strong> \u0627\u0646\u062d\u0631\u0627\u0641 \u0645\u0639\u064a\u0627\u0631\u064a <em>\u0623\u0642\u0644 \u0645\u0646<\/em> \u0627\u0644\u0645\u062a\u0648\u0633\u0637.<\/span><\/li>\n<\/ul>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0648\u0645\u0627 \u0625\u0644\u0649 \u0630\u0644\u0643 \u0648\u0647\u0644\u0645 \u062c\u0631\u0627.<\/span><\/p>\n<h3 style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><strong>\u0645\u062b\u0627\u0644 3: \u0627\u0628\u062d\u062b \u0639\u0646 \u0646\u0642\u0627\u0637 Z \u0644\u0643\u0644 \u0639\u0645\u0648\u062f \u0641\u064a DataFrame<\/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\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u062f\u0631\u062c\u0629 z \u0644\u0643\u0644 \u0642\u064a\u0645\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0648\u0644\u064a\u0629 \u0641\u064a \u0643\u0644 \u0639\u0645\u0648\u062f \u0645\u0646 \u0625\u0637\u0627\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 <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\">\u0627\u0644\u062f\u0627\u0644\u0629 sapply()<\/a> .<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create dataframe<\/span>\ndf &lt;- data.frame(assists = c(4, 4, 6, 7, 9, 13),\n                 points = c(24, 29, 13, 15, 19, 22),\n                 rebounds = c(5, 5, 7, 8, 14, 15))\n\n<span style=\"color: #008080;\">#find z-scores of each column<\/span>\nsapply(df, function(df) (df-mean(df))\/sd(df))\n\n         assists points rebounds\n[1,] -0.92315712 0.6191904 -0.9035079\n[2,] -0.92315712 1.4635409 -0.9035079\n[3,] -0.34011052 -1.2383807 -0.4517540\n[4,] -0.04858722 -0.9006405 -0.2258770\n[5,] 0.53445939 -0.2251601 1.1293849\n[6,] 1.70055260 0.2814502 1.3552619<\/strong><\/pre>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u064a\u062a\u0645 \u0639\u0631\u0636 \u0627\u0644\u062f\u0631\u062c\u0627\u062a z \u0644\u0643\u0644 \u0642\u064a\u0645\u0629 \u0641\u0631\u062f\u064a\u0629 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0625\u0644\u0649 \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u0630\u064a \u062a\u0648\u062c\u062f \u0641\u064a\u0647. \u0639\u0644\u0649 \u0633\u0628\u064a\u0644 \u0627\u0644\u0645\u062b\u0627\u0644:<\/span><\/p>\n<ul style=\";text-align:right;direction:rtl\">\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0644\u0644\u0631\u0642\u0645 &#8220;4&#8221; \u0641\u064a \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u0623\u0648\u0644 \u0647\u064a <strong>0.923<\/strong> \u0627\u0646\u062d\u0631\u0627\u0641 \u0645\u0639\u064a\u0627\u0631\u064a <i>\u0623\u0642\u0644 \u0645\u0646<\/i> \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0629 \u0644\u0639\u0645\u0648\u062f\u0647\u0627.<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 &#8220;24&#8221; \u0641\u064a \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u062b\u0627\u0646\u064a \u0647\u064a <strong>0.619<\/strong> \u0627\u0646\u062d\u0631\u0627\u0641 \u0645\u0639\u064a\u0627\u0631\u064a <i>\u0641\u0648\u0642<\/i> \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0629 \u0644\u0639\u0645\u0648\u062f\u0647\u0627.<\/span><\/li>\n<li style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0644\u0644\u0631\u0642\u0645 &#8220;9&#8221; \u0641\u064a \u0627\u0644\u0639\u0645\u0648\u062f \u0627\u0644\u062b\u0627\u0644\u062b \u0647\u064a <em>\u0623\u0642\u0644<\/em> \u0628\u0640 <strong>0.904<\/strong> \u0627\u0646\u062d\u0631\u0627\u0641 \u0645\u0639\u064a\u0627\u0631\u064a \u0645\u0646 \u0627\u0644\u0642\u064a\u0645\u0629 \u0627\u0644\u0645\u062a\u0648\u0633\u0637\u0629 \u0644\u0639\u0645\u0648\u062f\u0647\u0627.<\/span><\/li>\n<\/ul>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\">\u0648\u0645\u0627 \u0625\u0644\u0649 \u0630\u0644\u0643 \u0648\u0647\u0644\u0645 \u062c\u0631\u0627.<\/span><\/p>\n<p style=\";text-align:right;direction:rtl\"> <span style=\"color: #000000;\"><em>\u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0639\u062b\u0648\u0631 \u0639\u0644\u0649 \u0627\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u062f\u0631\u0648\u0633 R \u0647\u0646\u0627 .<\/em><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0641\u064a \u0627\u0644\u0625\u062d\u0635\u0627\u0626\u064a\u0627\u062a\u060c \u062a\u062e\u0628\u0631\u0646\u0627 \u0627\u0644\u0646\u062a\u064a\u062c\u0629 z \u0639\u0646 \u0639\u062f\u062f \u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641\u0627\u062a \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a\u0629 \u0644\u0644\u0642\u064a\u0645\u0629 \u0639\u0646 \u0627\u0644\u0645\u062a\u0648\u0633\u0637. \u0646\u0633\u062a\u062e\u062f\u0645 \u0627\u0644\u0635\u064a\u063a\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0644\u062d\u0633\u0627\u0628 \u062f\u0631\u062c\u0629 z: \u0636 = (X \u2013 \u03bc) \/ \u03c3 \u0630\u0647\u0628: X \u0647\u064a \u0642\u064a\u0645\u0629 \u0628\u064a\u0627\u0646\u0627\u062a \u0623\u0648\u0644\u064a\u0629 \u0648\u0627\u062d\u062f\u0629 \u03bc \u0647\u0648 \u0645\u062a\u0648\u0633\u0637 \u0639\u062f\u062f \u0627\u0644\u0633\u0643\u0627\u0646 \u03c3 \u0647\u0648 \u0627\u0644\u0627\u0646\u062d\u0631\u0627\u0641 \u0627\u0644\u0645\u0639\u064a\u0627\u0631\u064a \u0644\u0644\u0633\u0643\u0627\u0646 \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 \u062d\u0633\u0627\u0628 \u0646\u0642\u0627\u0637 z \u0644\u0642\u064a\u0645 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u0648\u0644\u064a\u0629 \u0641\u064a R. [&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 \u062d\u0633\u0627\u0628 \u062f\u0631\u062c\u0627\u062a Z \u0641\u064a R - Statorials<\/title>\n<meta name=\"description\" content=\"\u0634\u0631\u062d \u0628\u0633\u064a\u0637 \u0644\u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u0646\u0642\u0627\u0637 z \u0641\u064a R\u060c \u0628\u0645\u0627 \u0641\u064a \u0630\u0644\u0643 \u0645\u062b\u0627\u0644.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/ar\/\u0646\u0642\u0627\u0637-zr\/\" \/>\n<meta property=\"og:locale\" content=\"az_AZ\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u0643\u064a\u0641\u064a\u0629 \u062d\u0633\u0627\u0628 \u062f\u0631\u062c\u0627\u062a Z \u0641\u064a R - 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