{"id":476597,"date":"2023-08-09T07:31:20","date_gmt":"2023-08-09T07:31:20","guid":{"rendered":""},"modified":"2023-09-05T11:13:03","modified_gmt":"2023-09-05T11:13:03","slug":"data-aggregation","status":"publish","type":"wiki","link":"https:\/\/oneproxy.pro\/ir\/wiki\/data-aggregation\/","title":{"rendered":"\u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627"},"content":{"rendered":"<p>\u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0641\u0631\u0622\u06cc\u0646\u062f\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062e\u0627\u0645 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u0634\u062f\u0647 \u0648 \u0628\u0647 \u0635\u0648\u0631\u062a \u062e\u0644\u0627\u0635\u0647 \u0628\u0631\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0622\u0645\u0627\u0631\u06cc \u0628\u06cc\u0627\u0646 \u0645\u06cc \u0634\u0648\u0646\u062f. \u062f\u0631 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\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0628\u06cc\u0646\u0634 \u0647\u0627\u06cc \u0645\u0639\u0646\u06cc \u062f\u0627\u0631 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0634\u0627\u0645\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0622\u0645\u0627\u0631\u06cc \u0645\u062e\u062a\u0644\u0641 \u06cc\u0627 \u0627\u0644\u06af\u0648\u0631\u06cc\u062a\u0645 \u0647\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646\u06cc \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0627\u0644\u06af\u0648\u0647\u0627 \u06cc\u0627 \u0631\u0648\u0646\u062f\u0647\u0627 \u062f\u0631 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0627\u0634\u062f.<\/p>\n<h2>\u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627<\/h2>\n<p>\u0628\u0631\u062e\u06cc \u0627\u0632 \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n<ol>\n<li>\n<p><strong>\u06a9\u0627\u0647\u0634 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627<\/strong>: \u0628\u0627 \u062c\u0645\u0639 \u0628\u0646\u062f\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627\u060c \u062a\u062c\u0645\u06cc\u0639 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u0648 \u0627\u0646\u062f\u0627\u0632\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u06a9\u0627\u0647\u0634 \u0645\u06cc \u062f\u0647\u062f \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0622\u0646 \u0631\u0627 \u0622\u0633\u0627\u0646 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u06a9\u06cc\u0641\u06cc\u062a \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647<\/strong>: \u0641\u0631\u0622\u06cc\u0646\u062f \u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u063a\u0644\u0628 \u0634\u0627\u0645\u0644 \u067e\u0627\u06a9\u0633\u0627\u0632\u06cc \u0648 \u0639\u0627\u062f\u06cc \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0645\u06cc \u0634\u0648\u062f \u06a9\u0647 \u06a9\u06cc\u0641\u06cc\u062a \u06a9\u0644\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0628\u0647\u0628\u0648\u062f \u0645\u06cc \u0628\u062e\u0634\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0628\u0647\u0628\u0648\u062f \u062a\u0635\u0645\u06cc\u0645 \u06af\u06cc\u0631\u06cc<\/strong>: \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0627\u0646\u0628\u0627\u0634\u062a\u0647 \u0646\u0645\u0627\u06cc \u0633\u0637\u062d \u0628\u0627\u0644\u0627\u062a\u0631\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u062a\u0635\u0645\u06cc\u0645 \u06af\u06cc\u0631\u06cc \u0622\u06af\u0627\u0647\u0627\u0646\u0647 \u062a\u0631 \u06a9\u0645\u06a9 \u06a9\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0628\u0647\u0631\u0647 \u0648\u0631\u06cc<\/strong>: \u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0645\u06a9\u0627\u0646 \u067e\u0631\u062f\u0627\u0632\u0634 \u06a9\u0627\u0631\u0622\u0645\u062f\u062a\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af\u060c \u0635\u0631\u0641\u0647 \u062c\u0648\u06cc\u06cc \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648 \u0645\u0646\u0627\u0628\u0639 \u0645\u062d\u0627\u0633\u0628\u0627\u062a\u06cc \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<\/li>\n<li>\n<p><strong>\u0642\u0627\u0628\u0644\u06cc\u062a \u0633\u0641\u0627\u0631\u0634\u06cc \u0633\u0627\u0632\u06cc<\/strong>: \u0645\u0639\u06cc\u0627\u0631\u0647\u0627 \u06cc\u0627 \u062f\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u062c\u0645\u06cc\u0639 \u0631\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0646\u06cc\u0627\u0632\u0647\u0627\u06cc \u062e\u0627\u0635 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0633\u0641\u0627\u0631\u0634\u06cc \u06a9\u0631\u062f.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0627\u0646\u0648\u0627\u0639 \u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627<\/h2>\n<p>\u0627\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641\u06cc \u0627\u0632 \u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648\u062c\u0648\u062f \u062f\u0627\u0631\u062f \u06a9\u0647 \u0628\u0647 \u0637\u0648\u0631 \u06a9\u0644\u06cc \u0645\u06cc \u062a\u0648\u0627\u0646 \u0622\u0646\u0647\u0627 \u0631\u0627 \u0628\u0647 \u0635\u0648\u0631\u062a \u0632\u06cc\u0631 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc \u06a9\u0631\u062f:<\/p>\n<table>\n<thead>\n<tr>\n<th>\u062a\u0627\u06cc\u067e \u06a9\u0646\u06cc\u062f<\/th>\n<th>\u0634\u0631\u062d<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u062a\u062c\u0645\u0639 \u0632\u0645\u0627\u0646\u06cc<\/td>\n<td>\u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u0628\u0627\u0632\u0647 \u0647\u0627\u06cc \u0632\u0645\u0627\u0646\u06cc \u0645\u062e\u062a\u0644\u0641 \u0645\u0627\u0646\u0646\u062f \u0633\u0627\u0639\u062a\u060c \u0631\u0648\u0632\u060c \u0647\u0641\u062a\u0647\u060c \u0645\u0627\u0647 \u0648 \u063a\u06cc\u0631\u0647 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u0645\u06cc \u0634\u0648\u0646\u062f.<\/td>\n<\/tr>\n<tr>\n<td>\u062a\u062c\u0645\u0639 \u0641\u0636\u0627\u06cc\u06cc<\/td>\n<td>\u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062c\u063a\u0631\u0627\u0641\u06cc\u0627\u06cc\u06cc \u06cc\u0627 \u0645\u06a9\u0627\u0646\u06cc \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u0645\u06cc \u0634\u0648\u0646\u062f.<\/td>\n<\/tr>\n<tr>\n<td>\u062a\u062c\u0645\u06cc\u0639 \u0637\u0628\u0642\u0647 \u0628\u0646\u062f\u06cc<\/td>\n<td>\u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0631 \u0627\u0633\u0627\u0633 \u062f\u0633\u062a\u0647 \u0647\u0627 \u06cc\u0627 \u06af\u0631\u0648\u0647 \u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u0645\u06cc \u0634\u0648\u0646\u062f.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0631\u0627\u0647 \u0647\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627<\/h2>\n<p>\u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0647 \u0631\u0648\u0634 \u0647\u0627\u06cc \u0645\u062a\u0639\u062f\u062f\u06cc \u062f\u0631 \u0635\u0646\u0627\u06cc\u0639 \u0645\u062e\u062a\u0644\u0641 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u062f\u0627\u062f:<\/p>\n<ul>\n<li>\u06a9\u0647 \u062f\u0631 <strong>\u0628\u0627\u0632\u0627\u0631 \u06cc\u0627\u0628\u06cc<\/strong>\u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0627\u0646\u0628\u0648\u0647 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0631\u0627\u06cc \u062f\u0631\u06a9 \u0631\u0641\u062a\u0627\u0631 \u0648 \u062a\u0631\u062c\u06cc\u062d\u0627\u062a \u0645\u0634\u062a\u0631\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f \u06a9\u0647 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u0637\u0631\u0627\u062d\u06cc \u0627\u0633\u062a\u0631\u0627\u062a\u0698\u06cc \u0647\u0627\u06cc \u0628\u0627\u0632\u0627\u0631\u06cc\u0627\u0628\u06cc \u0645\u0648\u062b\u0631\u062a\u0631 \u06a9\u0645\u06a9 \u06a9\u0646\u062f.<\/li>\n<li>\u06a9\u0647 \u062f\u0631 <strong>\u0645\u0631\u0627\u0642\u0628\u062a \u0647\u0627\u06cc \u0628\u0647\u062f\u0627\u0634\u062a\u06cc<\/strong>\u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u06cc\u0645\u0627\u0631 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0627\u0644\u06af\u0648\u0647\u0627 \u0648 \u0631\u0648\u0646\u062f\u0647\u0627 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u06a9\u0631\u062f \u0648 \u0628\u0647 \u067e\u06cc\u0634\u06af\u06cc\u0631\u06cc \u0648 \u062f\u0631\u0645\u0627\u0646 \u0628\u06cc\u0645\u0627\u0631\u06cc \u06a9\u0645\u06a9 \u06a9\u0631\u062f.<\/li>\n<li>\u06a9\u0647 \u062f\u0631 <strong>\u062f\u0627\u0631\u0627\u06cc\u06cc\u060c \u0645\u0627\u0644\u06cc\u0647\u060c \u0633\u0631\u0645\u0627\u06cc\u0647 \u06af\u0630\u0627\u0631\u06cc<\/strong>\u060c \u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u06cc\u0646\u0634\u06cc \u062f\u0631 \u0645\u0648\u0631\u062f \u0631\u0648\u0646\u062f\u0647\u0627\u06cc \u0645\u0627\u0644\u06cc \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u062f \u0648 \u0628\u0647 \u0645\u062f\u06cc\u0631\u06cc\u062a \u0631\u06cc\u0633\u06a9 \u06a9\u0645\u06a9 \u06a9\u0646\u062f.<\/li>\n<li>\u06a9\u0647 \u062f\u0631 <strong>\u062a\u062c\u0627\u0631\u062a \u0627\u0644\u06a9\u062a\u0631\u0648\u0646\u06cc\u06a9<\/strong>\u060c \u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u062f \u0628\u0647 \u062f\u0631\u06a9 \u0631\u0641\u062a\u0627\u0631 \u062e\u0631\u06cc\u062f \u0645\u0634\u062a\u0631\u06cc \u06a9\u0645\u06a9 \u06a9\u0646\u062f \u0648 \u0628\u0627\u0639\u062b \u0628\u0647\u0628\u0648\u062f \u0627\u0631\u0627\u0626\u0647 \u0645\u062d\u0635\u0648\u0644 \u0648 \u062e\u062f\u0645\u0627\u062a \u0645\u0634\u062a\u0631\u06cc \u0634\u0648\u062f.<\/li>\n<\/ul>\n<p>\u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0627\u0631\u0627\u06cc \u0645\u0632\u0627\u06cc\u0627\u06cc \u0645\u062a\u0639\u062f\u062f\u06cc \u0627\u0633\u062a\u060c \u0686\u0627\u0644\u0634 \u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0646\u06af\u0631\u0627\u0646\u06cc \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637 \u0628\u0647 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u0648 \u062e\u0637\u0631 \u0646\u0642\u0636 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0646\u06cc\u0632 \u0628\u0647 \u0647\u0645\u0631\u0627\u0647 \u062f\u0627\u0631\u062f. \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u0646\u0627\u0634\u0646\u0627\u0633 \u0628\u0648\u062f\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0648 \u0627\u062c\u0631\u0627\u06cc \u0627\u0642\u062f\u0627\u0645\u0627\u062a \u0627\u0645\u0646\u06cc\u062a\u06cc \u0642\u0648\u06cc \u062f\u0631 \u06a9\u0627\u0647\u0634 \u0627\u06cc\u0646 \u062e\u0637\u0631\u0627\u062a \u0628\u0633\u06cc\u0627\u0631 \u0645\u0647\u0645 \u0627\u0633\u062a.<\/p>\n<h2>\u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627: \u0648\u06cc\u0698\u06af\u06cc \u0647\u0627\u06cc \u0627\u0635\u0644\u06cc \u0648 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0647\u0627<\/h2>\n<p>\u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646 \u062f\u0631 \u0645\u0642\u0627\u0628\u0644 \u0641\u0631\u0622\u06cc\u0646\u062f\u0647\u0627\u06cc \u0645\u0634\u0627\u0628\u0647 \u0642\u0631\u0627\u0631 \u062f\u0627\u062f\u060c \u0645\u0627\u0646\u0646\u062f:<\/p>\n<ul>\n<li>\n<p><strong>\u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc<\/strong>: \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062e\u0644\u0627\u0635\u0647 \u0648 \u062a\u0631\u06a9\u06cc\u0628 \u0645\u06cc \u06a9\u0646\u062f\u060c \u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc \u0634\u0627\u0645\u0644 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0631\u0632\u0634\u0645\u0646\u062f \u0627\u0632 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af \u0627\u0633\u062a.<\/p>\n<\/li>\n<li>\n<p><strong>\u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627<\/strong>: \u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0634\u0627\u0645\u0644 \u062a\u0631\u06a9\u06cc\u0628 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u0645\u062e\u062a\u0644\u0641 \u062f\u0631 \u06cc\u06a9 \u0645\u0646\u0628\u0639 \u0628\u0631\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0627\u0633\u062a\u060c \u062f\u0631 \u062d\u0627\u0644\u06cc \u06a9\u0647 \u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u06cc\u0646 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u0628\u06cc\u0634\u062a\u0631 \u062e\u0644\u0627\u0635\u0647 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<\/li>\n<\/ul>\n<table>\n<thead>\n<tr>\n<th>\u0645\u062f\u062a\u060c \u0627\u0635\u0637\u0644\u0627\u062d<\/th>\n<th>\u0634\u0631\u062d<\/th>\n<th>\u0686\u06af\u0648\u0646\u0647 \u0622\u0646 \u0631\u0627 \u0645\u062a\u0641\u0627\u0648\u062a \u0627\u0633\u062a<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627<\/td>\n<td>\u0641\u0631\u0622\u06cc\u0646\u062f \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u0648 \u062e\u0644\u0627\u0635\u0647 \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u0645\u062e\u062a\u0644\u0641.<\/td>\n<td>\u0627\u06cc\u0646 \u0628\u0647 \u06a9\u0627\u0647\u0634 \u062d\u062c\u0645 \u0648 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u06a9\u0645\u06a9 \u0645\u06cc \u06a9\u0646\u062f.<\/td>\n<\/tr>\n<tr>\n<td>\u062f\u0627\u062f\u0647 \u06a9\u0627\u0648\u06cc<\/td>\n<td>\u0641\u0631\u0622\u06cc\u0646\u062f \u06a9\u0634\u0641 \u0627\u0644\u06af\u0648\u0647\u0627 \u062f\u0631 \u0645\u062c\u0645\u0648\u0639\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u0628\u0632\u0631\u06af.<\/td>\n<td>\u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0631\u0632\u0634\u0645\u0646\u062f \u0648 \u0646\u0627\u0634\u0646\u0627\u062e\u062a\u0647 \u0642\u0628\u0644\u06cc \u0631\u0627 \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0645\u06cc \u06a9\u0646\u062f.<\/td>\n<\/tr>\n<tr>\n<td>\u06cc\u06a9\u067e\u0627\u0631\u0686\u0647 \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627<\/td>\n<td>\u0641\u0631\u0622\u06cc\u0646\u062f \u062a\u0631\u06a9\u06cc\u0628 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u0645\u062e\u062a\u0644\u0641 \u062f\u0631 \u06cc\u06a9 \u0645\u0646\u0628\u0639 \u0628\u0631\u0627\u06cc \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644.<\/td>\n<td>\u0644\u0632\u0648\u0645\u0627\u064b \u062f\u0627\u062f\u0647 \u0647\u0627 \u0631\u0627 \u062e\u0644\u0627\u0635\u0647 \u06cc\u0627 \u06a9\u0627\u0647\u0634 \u0646\u0645\u06cc \u062f\u0647\u062f.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0686\u0634\u0645 \u0627\u0646\u062f\u0627\u0632\u0647\u0627 \u0648 \u0641\u0646\u0627\u0648\u0631\u06cc \u0647\u0627\u06cc \u0622\u06cc\u0646\u062f\u0647<\/h2>\n<p>\u0622\u06cc\u0646\u062f\u0647 \u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0631 \u067e\u06cc\u0634\u0631\u0641\u062a \u0641\u0646\u0627\u0648\u0631\u06cc \u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc \u0648 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0627\u0634\u06cc\u0646 \u0646\u0647\u0641\u062a\u0647 \u0627\u0633\u062a. \u0628\u0627 \u062a\u0648\u0627\u0646\u0627\u06cc\u06cc \u067e\u0631\u062f\u0627\u0632\u0634 \u0648 \u062a\u062c\u0632\u06cc\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062d\u062c\u0645 \u0628\u06cc\u0634\u062a\u0631\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627\u060c \u0627\u06cc\u0646 \u0641\u0646\u0627\u0648\u0631\u06cc \u0647\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u06cc\u0646\u0634 \u0647\u0627\u06cc \u0639\u0645\u06cc\u0642 \u062a\u0631\u06cc \u0631\u0627 \u0627\u0632 \u062f\u0627\u062f\u0647 \u0647\u0627\u06cc \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u0634\u062f\u0647 \u06a9\u0634\u0641 \u06a9\u0646\u0646\u062f.<\/p>\n<p>\u0641\u0646\u0627\u0648\u0631\u06cc\u200c\u0647\u0627\u06cc \u06a9\u0644\u0627\u0646 \u062f\u0627\u062f\u0647\u060c \u0645\u0627\u0646\u0646\u062f Hadoop \u0648 Spark \u0646\u06cc\u0632 \u0628\u0627 \u0627\u0645\u06a9\u0627\u0646 \u067e\u0631\u062f\u0627\u0632\u0634 \u062d\u062c\u0645 \u0632\u06cc\u0627\u062f\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062f\u0631 \u0632\u0645\u0627\u0646 \u0648\u0627\u0642\u0639\u06cc\u060c \u0646\u0642\u0634\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u062f\u0631 \u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0627\u06cc\u0641\u0627 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u0646\u060c \u0627\u0646\u062a\u0638\u0627\u0631 \u0645\u06cc \u0631\u0648\u062f \u0628\u0627 \u062a\u0648\u062c\u0647 \u0628\u0647 \u0645\u0642\u06cc\u0627\u0633 \u067e\u0630\u06cc\u0631\u06cc \u0648 \u0645\u0642\u0631\u0648\u0646 \u0628\u0647 \u0635\u0631\u0641\u0647 \u0628\u0648\u062f\u0646\u060c \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u067e\u0644\u062a\u0641\u0631\u0645 \u0647\u0627\u06cc \u0645\u0628\u062a\u0646\u06cc \u0628\u0631 \u0627\u0628\u0631 \u0628\u0631\u0627\u06cc \u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0641\u0632\u0627\u06cc\u0634 \u06cc\u0627\u0628\u062f.<\/p>\n<h2>\u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0648 \u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627<\/h2>\n<p>\u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u0646\u0642\u0634\u06cc \u062d\u06cc\u0627\u062a\u06cc \u062f\u0631 \u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627 \u062f\u0627\u0631\u0646\u062f\u060c \u0628\u0647 \u0648\u06cc\u0698\u0647 \u0647\u0646\u06af\u0627\u0645 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0632 \u0645\u0646\u0627\u0628\u0639 \u0648\u0628. \u0622\u0646\u0647\u0627 \u0645\u06cc \u062a\u0648\u0627\u0646\u0646\u062f \u0628\u0631\u0627\u06cc \u062f\u0633\u062a\u0631\u0633\u06cc \u0628\u0647 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0627\u0632 \u0645\u06a9\u0627\u0646 \u0647\u0627\u06cc \u062c\u063a\u0631\u0627\u0641\u06cc\u0627\u06cc\u06cc \u0645\u062e\u062a\u0644\u0641\u060c \u062f\u0648\u0631 \u0632\u062f\u0646 \u0628\u0644\u0648\u06a9 \u0647\u0627\u06cc IP \u0648 \u0627\u0637\u0645\u06cc\u0646\u0627\u0646 \u0627\u0632 \u0645\u0631\u0648\u0631 \u0646\u0627\u0634\u0646\u0627\u0633 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0648\u0646\u062f.<\/p>\n<p>\u0628\u0647 \u0639\u0646\u0648\u0627\u0646 \u0645\u062b\u0627\u0644\u060c \u062f\u0631 \u0648\u0628 \u0627\u0633\u06a9\u0631\u067e\u06cc\u0646\u06af\u060c \u06a9\u0647 \u062f\u0631 \u0622\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0627\u0632 \u0648\u0628\u200c\u0633\u0627\u06cc\u062a\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0628\u0631\u0627\u06cc \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u062c\u0645\u0639\u200c\u0622\u0648\u0631\u06cc \u0645\u06cc\u200c\u0634\u0648\u0646\u062f\u060c \u0627\u0632 \u067e\u0631\u0648\u06a9\u0633\u06cc\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u067e\u0631\u0648\u06a9\u0633\u06cc\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u062a\u0648\u0633\u0637 OneProxy \u0627\u0631\u0627\u0626\u0647 \u0634\u062f\u0647\u200c\u0627\u0646\u062f\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0631\u0627\u06cc \u062c\u0644\u0648\u06af\u06cc\u0631\u06cc \u0627\u0632 \u0645\u0645\u0646\u0648\u0639\u06cc\u062a IP\u060c \u063a\u0644\u0628\u0647 \u0628\u0631 \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc \u062c\u063a\u0631\u0627\u0641\u06cc\u0627\u06cc\u06cc \u0648 \u062d\u0641\u0638 \u062d\u0631\u06cc\u0645 \u062e\u0635\u0648\u0635\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u06a9\u0631\u062f. \u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u062c\u0645\u0639 \u0622\u0648\u0631\u06cc \u062f\u0627\u062f\u0647 \u0647\u0627 \u06a9\u0627\u0631\u0622\u0645\u062f\u062a\u0631 \u0648 \u0645\u0648\u062b\u0631\u062a\u0631 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc \u06a9\u0646\u062f.<\/p>\n<h2>\u0644\u06cc\u0646\u06a9 \u0647\u0627\u06cc \u0645\u0631\u0628\u0648\u0637\u0647<\/h2>\n<ul>\n<li><a href=\"https:\/\/www.investopedia.com\/terms\/d\/data-aggregation.asp\" target=\"_new\" rel=\"noopener nofollow\">\u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0686\u06cc\u0633\u062a\u061f<\/a><\/li>\n<li><a href=\"https:\/\/www.kdnuggets.com\/2016\/08\/include-high-cardinality-attributes-predictive-model.html\" target=\"_new\" rel=\"noopener nofollow\">\u062a\u06a9\u0646\u06cc\u06a9 \u0647\u0627\u06cc \u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627<\/a><\/li>\n<li><a href=\"https:\/\/www.scraperapi.com\/blog\/the-role-of-proxies-in-web-scraping\/\" target=\"_new\" rel=\"noopener nofollow\">\u0646\u0642\u0634 \u0633\u0631\u0648\u0631\u0647\u0627\u06cc \u067e\u0631\u0648\u06a9\u0633\u06cc \u062f\u0631 \u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627<\/a><\/li>\n<li><a href=\"https:\/\/hadoop.apache.org\/\" target=\"_new\" rel=\"noopener nofollow\">\u062a\u062c\u0645\u06cc\u0639 \u062f\u0627\u062f\u0647 \u0647\u0627 \u0628\u0627 Hadoop<\/a><\/li>\n<li><a href=\"https:\/\/oneproxy.pro\/ir\/\" target=\"_new\" rel=\"noopener\">OneProxy<\/a><\/li>\n<\/ul>","protected":false},"featured_media":468087,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-476597","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Data Aggregation: A Comprehensive Guide<\/mark>","faq_items":[{"question":"What is data aggregation?","answer":"<p>Data aggregation is a process where raw data is gathered and expressed in a summary form for statistical analysis. It is an essential part of data mining, which involves combining data from different sources and summarizing it into useful information. Aggregation helps in reducing the volume of data, making it easier to process and analyze.<\/p>"},{"question":"When was data aggregation first used?","answer":"<p>The concept of data aggregation dates back to early civilizations, where statistics were gathered and summarized for various purposes. However, the advent of computers marked a new era in data aggregation. The first official use of computer systems for data aggregation could potentially be during the 1960 U.S. Census, where IBM's UNIVAC computer was used to process collected data.<\/p>"},{"question":"What is the internal structure of data aggregation?","answer":"<p>Data aggregation involves a few key steps. First, data from different sources is collected. Next, the data is cleaned and normalized to ensure it is in a usable state. The cleaned data is then processed, where it is combined and summarized based on predefined metrics or categories. The final step involves analyzing the aggregated data to extract meaningful insights.<\/p>"},{"question":"What are the key features of data aggregation?","answer":"<p>Key features of data aggregation include reduced data complexity, enhanced data quality, improved decision-making, efficiency, and customizability.<\/p>"},{"question":"What are the different types of data aggregation?","answer":"<p>The types of data aggregation can be broadly classified as temporal (aggregated over different time periods), spatial (aggregated based on geographical or spatial data), and categorical (aggregated based on different categories or groups).<\/p>"},{"question":"How is data aggregation used and what problems might arise?","answer":"<p>Data aggregation can be used in numerous ways across different industries like marketing, healthcare, finance, and e-commerce. However, challenges like privacy concerns and the risk of data breaches are often associated with data aggregation. Ensuring data is anonymized and implementing robust security measures is critical in mitigating these risks.<\/p>"},{"question":"How does data aggregation compare to similar processes like data mining and data integration?","answer":"<p>While data aggregation summarizes and combines data, data mining involves extracting valuable information from large datasets. Data integration, on the other hand, involves combining data from different sources into one for analysis, while data aggregation further summarizes this data.<\/p>"},{"question":"What is the future of data aggregation?","answer":"<p>The future of data aggregation lies in the advancement of technologies like AI and machine learning. Big data technologies, such as Hadoop and Spark, and cloud-based platforms are also playing a key role in data aggregation.<\/p>"},{"question":"How can proxy servers be used in data aggregation?","answer":"<p>Proxy servers play a critical role in data aggregation, especially when gathering data from web sources. They can be used to access data from different geographical locations, bypass IP blocks, and ensure anonymous browsing. In web scraping, proxies can be used to prevent IP bans, overcome geo-restrictions, and maintain privacy. This allows for more efficient and effective data aggregation.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki\/476597","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/wiki\/476597\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/media\/468087"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/ir\/wp-json\/wp\/v2\/media?parent=476597"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}