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\u0645\u062e\u062a\u0644\u0641\u0629 \u0641\u064a \u0625\u0646\u0634\u0627\u0621 \u0645\u0646\u0635\u0627\u062a \u0645\u062d\u062a\u0648\u0649 \u0645\u0646\u0638\u0645\u0629 \u0648\u0645\u062c\u0645\u0639\u0627\u062a \u0627\u0644\u0623\u062e\u0628\u0627\u0631.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0645\u0634\u0627\u0639\u0631<\/strong>: \u064a\u062a\u064a\u062d \u062c\u0645\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0646 \u0648\u0633\u0627\u0626\u0644 \u0627\u0644\u062a\u0648\u0627\u0635\u0644 \u0627\u0644\u0627\u062c\u062a\u0645\u0627\u0639\u064a \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0642\u064a\u0627\u0633 \u0634\u0639\u0648\u0631 \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u062a\u062c\u0627\u0647 \u0645\u0646\u062a\u062c\u0627\u062a\u0647\u0645 \u0648\u0639\u0644\u0627\u0645\u0627\u062a\u0647\u0645 \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629.<\/p>\n<\/li>\n<\/ol>\n<h3>\u0627\u0644\u0645\u0634\u0627\u0643\u0644 \u0648\u0627\u0644\u062d\u0644\u0648\u0644:<\/h3>\n<ol>\n<li>\n<p><strong>\u062a\u063a\u064a\u064a\u0631\u0627\u062a \u0647\u064a\u0643\u0644 \u0627\u0644\u0645\u0648\u0642\u0639<\/strong>: \u0642\u062f \u062a\u0642\u0648\u0645 \u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0648\u064a\u0628 \u0628\u062a\u062d\u062f\u064a\u062b \u062a\u0635\u0645\u064a\u0645\u0647\u0627 \u0623\u0648 \u0628\u0646\u064a\u062a\u0647\u0627\u060c \u0645\u0645\u0627 \u064a\u062a\u0633\u0628\u0628 \u0641\u064a \u062a\u0639\u0637\u0644 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a\u0629. \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0624\u062f\u064a \u0627\u0644\u0635\u064a\u0627\u0646\u0629 \u0627\u0644\u062f\u0648\u0631\u064a\u0629 \u0648\u0627\u0644\u062a\u062d\u062f\u064a\u062b\u0627\u062a \u0644\u0644\u0646\u0635\u0648\u0635 \u0627\u0644\u0628\u0631\u0645\u062c\u064a\u0629 \u0625\u0644\u0649 \u0627\u0644\u062a\u062e\u0641\u064a\u0641 \u0645\u0646 \u0647\u0630\u0647 \u0627\u0644\u0645\u0634\u0643\u0644\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u062d\u0638\u0631 IP<\/strong>: \u064a\u0645\u0643\u0646 \u0644\u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0648\u064a\u0628 \u0627\u0644\u062a\u0639\u0631\u0641 \u0639\u0644\u0649 \u0627\u0644\u0631\u0648\u0628\u0648\u062a\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u062e\u0631\u062c\u0629 \u0648\u062d\u0638\u0631\u0647\u0627 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0639\u0646\u0627\u0648\u064a\u0646 IP. \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0627\u0644\u0645\u062a\u0646\u0627\u0648\u0628\u064a\u0646 \u0644\u062a\u062c\u0646\u0628 \u062d\u0638\u0631 IP \u0648\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0637\u0644\u0628\u0627\u062a.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u0644\u0645\u062e\u0627\u0648\u0641 \u0627\u0644\u0642\u0627\u0646\u0648\u0646\u064a\u0629 \u0648\u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629<\/strong>: \u064a\u062c\u0628 \u0623\u0646 \u064a\u062a\u0648\u0627\u0641\u0642 \u062a\u062c\u0631\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0645\u0639 \u0634\u0631\u0648\u0637 \u062e\u062f\u0645\u0629 \u0645\u0648\u0642\u0639 \u0627\u0644\u0648\u064a\u0628 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641 \u0648\u0627\u062d\u062a\u0631\u0627\u0645 \u0642\u0648\u0627\u0646\u064a\u0646 \u0627\u0644\u062e\u0635\u0648\u0635\u064a\u0629. \u0627\u0644\u0634\u0641\u0627\u0641\u064a\u0629 \u0648\u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0644\u0643\u0634\u0637 \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u0629 \u0636\u0631\u0648\u0631\u064a\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u0627\u062e\u062a\u0628\u0627\u0631 CAPTCHA \u0648\u0622\u0644\u064a\u0627\u062a \u0645\u0643\u0627\u0641\u062d\u0629 \u0627\u0644\u0643\u0634\u0637<\/strong>: \u062a\u0642\u0648\u0645 \u0628\u0639\u0636 \u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0648\u064a\u0628 \u0628\u062a\u0646\u0641\u064a\u0630 \u0627\u062e\u062a\u0628\u0627\u0631\u0627\u062a CAPTCHA \u0648\u0625\u062c\u0631\u0627\u0621\u0627\u062a \u0645\u0643\u0627\u0641\u062d\u0629 \u0627\u0644\u062a\u062c\u0631\u064a\u0641. \u064a\u0645\u0643\u0646 \u0644\u062d\u0644\u0648\u0644 \u0627\u062e\u062a\u0628\u0627\u0631 CAPTCHA \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0643\u0634\u0637 \u0627\u0644\u0645\u062a\u0642\u062f\u0645\u0629 \u0645\u0639\u0627\u0644\u062c\u0629 \u0647\u0630\u0627 \u0627\u0644\u062a\u062d\u062f\u064a.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0627\u0644\u062e\u0635\u0627\u0626\u0635 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0648\u0645\u0642\u0627\u0631\u0646\u0627\u062a \u0623\u062e\u0631\u0649 \u0645\u0639 \u0645\u0635\u0637\u0644\u062d\u0627\u062a \u0645\u0645\u0627\u062b\u0644\u0629 \u0641\u064a \u0634\u0643\u0644 \u062c\u062f\u0627\u0648\u0644 \u0648\u0642\u0648\u0627\u0626\u0645.<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u0635\u0641\u0629 \u0645\u0645\u064a\u0632\u0629<\/th>\n<th>\u062a\u062c\u0631\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/th>\n<th>\u0627\u0644\u0632\u062d\u0641 \u0625\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/th>\n<th>\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062a\u0639\u062f\u064a\u0646<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u063a\u0627\u064a\u0629<\/strong><\/td>\n<td>\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0628\u064a\u0627\u0646\u0627\u062a \u0645\u062d\u062f\u062f\u0629 \u0645\u0646 \u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0648\u064a\u0628<\/td>\n<td>\u0641\u0647\u0631\u0633\u0629 \u0648\u062a\u062d\u0644\u064a\u0644 \u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0648\u064a\u0628<\/td>\n<td>\u0627\u0643\u062a\u0634\u0641 \u0627\u0644\u0623\u0646\u0645\u0627\u0637 \u0648\u0627\u0644\u0631\u0624\u0649 \u0641\u064a \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0643\u0628\u064a\u0631\u0629<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0646\u0650\u0637\u064e\u0627\u0642<\/strong><\/td>\n<td>\u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641\u0629<\/td>\n<td>\u062a\u063a\u0637\u064a\u0629 \u0634\u0627\u0645\u0644\u0629 \u0644\u0645\u062d\u062a\u0648\u0649 \u0627\u0644\u0648\u064a\u0628<\/td>\n<td>\u062a\u062d\u0644\u064a\u0644 \u0645\u062c\u0645\u0648\u0639\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0648\u062c\u0648\u062f\u0629<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0623\u062a\u0645\u062a\u0629<\/strong><\/td>\n<td>\u0645\u0624\u062a\u0645\u062a\u0629 \u0644\u0644\u063a\u0627\u064a\u0629 \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0644\u0646\u0635\u064a\u0629 \u0648\u0627\u0644\u0623\u062f\u0648\u0627\u062a<\/td>\n<td>\u063a\u0627\u0644\u0628\u064b\u0627 \u0645\u0627 \u064a\u0643\u0648\u0646 \u0627\u0644\u062a\u062d\u0642\u0642 \u0622\u0644\u064a\u064b\u0627\u060c \u0648\u0644\u0643\u0646 \u0627\u0644\u062a\u062d\u0642\u0642 \u0627\u0644\u064a\u062f\u0648\u064a \u0634\u0627\u0626\u0639<\/td>\n<td>\u0627\u0644\u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u0622\u0644\u064a\u0629 \u0644\u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0623\u0646\u0645\u0627\u0637<\/td>\n<\/tr>\n<tr>\n<td><strong>\u0645\u0635\u062f\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a<\/strong><\/td>\n<td>\u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0648\u0635\u0641\u062d\u0627\u062a \u0627\u0644\u0648\u064a\u0628<\/td>\n<td>\u0627\u0644\u0645\u0648\u0627\u0642\u0639 \u0648\u0635\u0641\u062d\u0627\u062a \u0627\u0644\u0648\u064a\u0628<\/td>\n<td>\u0642\u0648\u0627\u0639\u062f \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0646\u0638\u0645\u0629<\/td>\n<\/tr>\n<tr>\n<td><strong>\u062d\u0627\u0644\u0629 \u0627\u0644\u0627\u0633\u062a\u062e\u062f\u0627\u0645<\/strong><\/td>\n<td>\u0623\u0628\u062d\u0627\u062b \u0627\u0644\u0633\u0648\u0642\u060c \u0648\u062a\u0648\u0644\u064a\u062f \u0627\u0644\u0639\u0645\u0644\u0627\u0621 \u0627\u0644\u0645\u062d\u062a\u0645\u0644\u064a\u0646\u060c \u0648\u062a\u062c\u0631\u064a\u062f \u0627\u0644\u0645\u062d\u062a\u0648\u0649<\/td>\n<td>\u0645\u062d\u0631\u0643\u0627\u062a \u0627\u0644\u0628\u062d\u062b\u060c \u062a\u062d\u0633\u064a\u0646 \u0645\u062d\u0631\u0643\u0627\u062a \u0627\u0644\u0628\u062d\u062b<\/td>\n<td>\u0630\u0643\u0627\u0621 \u0627\u0644\u0623\u0639\u0645\u0627\u0644\u060c \u0648\u0627\u0644\u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u062a\u0646\u0628\u0624\u064a\u0629<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h2>\u0648\u062c\u0647\u0627\u062a \u0646\u0638\u0631 \u0648\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0644\u0645\u062a\u0639\u0644\u0642\u0629 \u0628\u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/h2>\n<p>\u064a\u062d\u0645\u0644 \u0645\u0633\u062a\u0642\u0628\u0644 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u0645\u0643\u0627\u0646\u064a\u0627\u062a \u0645\u062b\u064a\u0631\u0629\u060c \u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0627\u0644\u062a\u0642\u062f\u0645 \u0627\u0644\u062a\u0643\u0646\u0648\u0644\u0648\u062c\u064a \u0648\u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0627\u062d\u062a\u064a\u0627\u062c\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u0631\u0643\u0632 \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a. \u062a\u062a\u0636\u0645\u0646 \u0628\u0639\u0636 \u0648\u062c\u0647\u0627\u062a \u0627\u0644\u0646\u0638\u0631 \u0648\u0627\u0644\u062a\u0642\u0646\u064a\u0627\u062a \u0627\u0644\u062a\u064a \u064a\u062c\u0628 \u0627\u0644\u0627\u0646\u062a\u0628\u0627\u0647 \u0625\u0644\u064a\u0647\u0627 \u0645\u0627 \u064a\u0644\u064a:<\/p>\n<ol>\n<li>\n<p><strong>\u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0641\u064a \u0627\u0644\u0642\u0634\u0637<\/strong>: \u062f\u0645\u062c \u062e\u0648\u0627\u0631\u0632\u0645\u064a\u0627\u062a \u0627\u0644\u062a\u0639\u0644\u0645 \u0627\u0644\u0622\u0644\u064a \u0644\u062a\u0639\u0632\u064a\u0632 \u062f\u0642\u0629 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u062a\u0639\u0627\u0645\u0644 \u0645\u0639 \u0647\u064a\u0627\u0643\u0644 \u0627\u0644\u0648\u064a\u0628 \u0627\u0644\u0645\u0639\u0642\u062f\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u0645\u0639\u0627\u0644\u062c\u0629 \u0627\u0644\u0644\u063a\u0627\u062a \u0627\u0644\u0637\u0628\u064a\u0639\u064a\u0629 (NLP)<\/strong>: \u0627\u0644\u0627\u0633\u062a\u0641\u0627\u062f\u0629 \u0645\u0646 \u0627\u0644\u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u0644\u063a\u0648\u064a\u0629 \u0627\u0644\u0639\u0635\u0628\u064a\u0629 \u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0646\u0635\u064a\u0629 \u0648\u062a\u062d\u0644\u064a\u0644\u0647\u0627\u060c \u0645\u0645\u0627 \u064a\u062a\u064a\u062d \u0631\u0624\u0649 \u0623\u0643\u062b\u0631 \u062a\u0639\u0642\u064a\u062f\u064b\u0627.<\/p>\n<\/li>\n<li>\n<p><strong>\u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u062a\u0637\u0628\u064a\u0642\u0627\u062a \u062a\u062c\u0631\u064a\u0641 \u0627\u0644\u0648\u064a\u0628<\/strong>: \u0638\u0647\u0648\u0631 \u0648\u0627\u062c\u0647\u0627\u062a \u0628\u0631\u0645\u062c\u0629 \u0627\u0644\u062a\u0637\u0628\u064a\u0642\u0627\u062a \u0627\u0644\u0645\u062e\u0635\u0635\u0629 \u0644\u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0648\u064a\u0628 \u0648\u0627\u0644\u062a\u064a \u062a\u0639\u0645\u0644 \u0639\u0644\u0649 \u062a\u0628\u0633\u064a\u0637 \u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u0643\u0634\u0637 \u0648\u062a\u0648\u0641\u064a\u0631 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0646\u0638\u0645\u0629 \u0645\u0628\u0627\u0634\u0631\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u062c\u0631\u064a\u0641 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629<\/strong>: \u0627\u0644\u062a\u0631\u0643\u064a\u0632 \u0639\u0644\u0649 \u0645\u0645\u0627\u0631\u0633\u0627\u062a \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0633\u0624\u0648\u0644\u0629\u060c \u0648\u0627\u0644\u0627\u0644\u062a\u0632\u0627\u0645 \u0628\u0644\u0648\u0627\u0626\u062d \u062e\u0635\u0648\u0635\u064a\u0629 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0645\u0628\u0627\u062f\u0626 \u0627\u0644\u062a\u0648\u062c\u064a\u0647\u064a\u0629 \u0627\u0644\u0623\u062e\u0644\u0627\u0642\u064a\u0629.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0643\u064a\u0641 \u064a\u0645\u0643\u0646 \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0623\u0648 \u0631\u0628\u0637\u0647\u0627 \u0628\u062a\u062c\u0645\u064a\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/h2>\n<p>\u062a\u0644\u0639\u0628 \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u062f\u0648\u0631\u064b\u0627 \u062d\u0627\u0633\u0645\u064b\u0627 \u0641\u064a \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u062e\u0627\u0635\u0629 \u0641\u064a \u0639\u0645\u0644\u064a\u0627\u062a \u0627\u0644\u0646\u0633\u062e \u0648\u0627\u0633\u0639\u0629 \u0627\u0644\u0646\u0637\u0627\u0642 \u0623\u0648 \u0627\u0644\u0645\u062a\u0643\u0631\u0631\u0629. \u0623\u0646\u0647\u0627 \u062a\u0648\u0641\u0631 \u0627\u0644\u0641\u0648\u0627\u0626\u062f \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n<ol>\n<li>\n<p><strong>\u062f\u0648\u0631\u0627\u0646 IP<\/strong>: \u062a\u0633\u0645\u062d \u0627\u0644\u062e\u0648\u0627\u062f\u0645 \u0627\u0644\u0648\u0643\u064a\u0644\u0629 \u0644\u0628\u0631\u0627\u0645\u062c \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u062a\u062f\u0648\u064a\u0631 \u0639\u0646\u0627\u0648\u064a\u0646 IP \u0627\u0644\u062e\u0627\u0635\u0629 \u0628\u0647\u0627\u060c \u0645\u0645\u0627 \u064a\u0645\u0646\u0639 \u062d\u0638\u0631 IP \u0648\u062a\u062c\u0646\u0628 \u0627\u0644\u0634\u0643 \u0645\u0646 \u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0648\u064a\u0628 \u0627\u0644\u0645\u0633\u062a\u0647\u062f\u0641\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u0639\u062f\u0645 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0647\u0648\u064a\u062a\u0647<\/strong>: \u064a\u0642\u0648\u0645 \u0627\u0644\u0648\u0643\u0644\u0627\u0621 \u0628\u0625\u062e\u0641\u0627\u0621 \u0639\u0646\u0648\u0627\u0646 IP \u0627\u0644\u062d\u0642\u064a\u0642\u064a \u0644\u0644\u0645\u0643\u0634\u0637\u060c \u0645\u0639 \u0627\u0644\u062d\u0641\u0627\u0638 \u0639\u0644\u0649 \u0639\u062f\u0645 \u0627\u0644\u0643\u0634\u0641 \u0639\u0646 \u0647\u0648\u064a\u062a\u0647 \u0623\u062b\u0646\u0627\u0621 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u062d\u062f\u064a\u062f \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u062c\u063a\u0631\u0627\u0641\u064a<\/strong>: \u0645\u0639 \u0648\u062c\u0648\u062f \u062e\u0648\u0627\u062f\u0645 \u0628\u0631\u0648\u0643\u0633\u064a \u0641\u064a \u0645\u0646\u0627\u0637\u0642 \u0645\u062e\u062a\u0644\u0641\u0629\u060c \u064a\u0645\u0643\u0646 \u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0648\u0635\u0648\u0644 \u0625\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u0645\u0642\u064a\u062f\u0629 \u062c\u063a\u0631\u0627\u0641\u064a\u064b\u0627 \u0648\u0639\u0631\u0636 \u0645\u0648\u0627\u0642\u0639 \u0627\u0644\u0648\u064a\u0628 \u0643\u0645\u0627 \u0644\u0648 \u0643\u0627\u0646\u062a \u062a\u062a\u0635\u0641\u062d \u0645\u0646 \u0645\u0648\u0627\u0642\u0639 \u0645\u062d\u062f\u062f\u0629.<\/p>\n<\/li>\n<li>\n<p><strong>\u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0623\u062d\u0645\u0627\u0644<\/strong>: \u0645\u0646 \u062e\u0644\u0627\u0644 \u062a\u0648\u0632\u064a\u0639 \u0627\u0644\u0637\u0644\u0628\u0627\u062a \u0628\u064a\u0646 \u0627\u0644\u0639\u062f\u064a\u062f \u0645\u0646 \u0627\u0644\u0648\u0643\u0644\u0627\u0621\u060c \u064a\u0645\u0643\u0646 \u0644\u0623\u062f\u0648\u0627\u062a \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0625\u062f\u0627\u0631\u0629 \u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u062e\u0627\u062f\u0645 \u0648\u0645\u0646\u0639 \u0627\u0644\u062a\u062d\u0645\u064a\u0644 \u0627\u0644\u0632\u0627\u0626\u062f \u0639\u0644\u0649 \u0639\u0646\u0648\u0627\u0646 IP \u0648\u0627\u062d\u062f.<\/p>\n<\/li>\n<\/ol>\n<h2>\u0631\u0648\u0627\u0628\u0637 \u0630\u0627\u062a \u0639\u0644\u0627\u0642\u0629<\/h2>\n<p>\u0644\u0645\u0632\u064a\u062f \u0645\u0646 \u0627\u0644\u0645\u0639\u0644\u0648\u0645\u0627\u062a \u062d\u0648\u0644 \u0627\u0633\u062a\u062e\u0631\u0627\u062c \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0645\u0648\u0627\u0636\u064a\u0639 \u0630\u0627\u062a \u0627\u0644\u0635\u0644\u0629\u060c \u064a\u0645\u0643\u0646\u0643 \u0627\u0644\u0631\u062c\u0648\u0639 \u0625\u0644\u0649 \u0627\u0644\u0645\u0648\u0627\u0631\u062f \u0627\u0644\u062a\u0627\u0644\u064a\u0629:<\/p>\n<ul>\n<li><a href=\"https:\/\/en.wikipedia.org\/wiki\/Web_scraping\" target=\"_new\" rel=\"noopener nofollow\">\u062a\u062c\u0631\u064a\u0641 \u0627\u0644\u0648\u064a\u0628 \u0648\u064a\u0643\u064a\u0628\u064a\u062f\u064a\u0627<\/a><\/li>\n<li><a href=\"https:\/\/www.crummy.com\/software\/BeautifulSoup\/bs4\/doc\/\" target=\"_new\" rel=\"noopener nofollow\">\u062a\u0648\u062b\u064a\u0642 \u0627\u0644\u062d\u0633\u0627\u0621 \u0627\u0644\u062c\u0645\u064a\u0644<\/a><\/li>\n<li><a href=\"https:\/\/scrapy.org\/\" target=\"_new\" rel=\"noopener nofollow\">\u0633\u0643\u0631\u0627\u0628\u064a \u0627\u0644\u0645\u0648\u0642\u0639 \u0627\u0644\u0631\u0633\u0645\u064a<\/a><\/li>\n<li><a href=\"https:\/\/www.selenium.dev\/documentation\/en\/webdriver\/\" target=\"_new\" rel=\"noopener nofollow\">\u062a\u062c\u0631\u064a\u0641 \u0627\u0644\u0648\u064a\u0628 \u0645\u0639 \u0627\u0644\u0633\u064a\u0644\u064a\u0646\u064a\u0648\u0645<\/a><\/li>\n<li><a href=\"https:\/\/towardsdatascience.com\/the-ethics-of-web-scraping-49a005f83505\" target=\"_new\" rel=\"noopener nofollow\">\u0623\u062e\u0644\u0627\u0642\u064a\u0627\u062a \u062a\u062c\u0631\u064a\u0641 \u0627\u0644\u0648\u064a\u0628<\/a><\/li>\n<\/ul>","protected":false},"featured_media":468146,"menu_order":0,"template":"","meta":{"_acf_changed":false,"content-type":"","inline_featured_image":false,"footnotes":""},"class_list":["post-476702","wiki","type-wiki","status-publish","has-post-thumbnail","hentry"],"acf":{"faq_title":"Frequently Asked Questions about <mark>Data Scraping: Unveiling Hidden Insights<\/mark>","faq_items":[{"question":"What is data scraping, and how does it work?","answer":"<p>Data scraping, also known as web scraping or data harvesting, is a process of extracting information from websites and web pages using automated tools or scripts. It involves navigating through websites, retrieving specific data like text, images, and links, and saving it in a structured format for analysis.<\/p>"},{"question":"What is the history of data scraping?","answer":"<p>The origins of data scraping can be traced back to the early days of the internet when businesses and researchers sought efficient methods to collect data from websites. The first mention of data scraping can be found in academic papers discussing techniques to automate the extraction of data from HTML documents.<\/p>"},{"question":"What are the key features of data scraping?","answer":"<p>Data scraping offers several key features, including automated data collection, large-scale data acquisition, real-time monitoring, data diversity, and business intelligence generation.<\/p>"},{"question":"What are the types of data scraping?","answer":"<p>Data scraping can be categorized into different types, such as static web scraping, dynamic web scraping, social media scraping, e-commerce scraping, and image and video scraping.<\/p>"},{"question":"How can data scraping be used?","answer":"<p>Data scraping finds applications in various industries, including market research, lead generation, content aggregation, and sentiment analysis.<\/p>"},{"question":"What are the common problems in data scraping and their solutions?","answer":"<p>Common problems in data scraping include website structure changes, IP blocking, legal and ethical concerns, and CAPTCHAs. Solutions include regular script maintenance, rotating proxies, ethical practices, and CAPTCHA solvers.<\/p>"},{"question":"How does data scraping compare to data crawling and data mining?","answer":"<p>Data scraping involves extracting specific data from websites, while data crawling focuses on indexing and analyzing web content. Data mining, on the other hand, is about discovering patterns and insights in large datasets.<\/p>"},{"question":"What are the future perspectives of data scraping?","answer":"<p>The future of data scraping includes the integration of machine learning, natural language processing, web scraping APIs, and an emphasis on ethical scraping practices.<\/p>"},{"question":"How are proxy servers associated with data scraping?","answer":"<p>Proxy servers play a vital role in data scraping by offering IP rotation, anonymity, geolocation, and load distribution, enabling smoother and more effective data extraction.<\/p>"}]},"_links":{"self":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki\/476702","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki"}],"about":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/types\/wiki"}],"version-history":[{"count":0,"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/wiki\/476702\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/media\/468146"}],"wp:attachment":[{"href":"https:\/\/oneproxy.pro\/ar\/wp-json\/wp\/v2\/media?parent=476702"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}