{"id":10111,"date":"2023-04-10T06:17:24","date_gmt":"2023-04-10T06:17:24","guid":{"rendered":"https:\/\/ivymobility.com\/?post_type=blog&p=10111"},"modified":"2024-08-08T14:42:31","modified_gmt":"2024-08-08T14:42:31","slug":"data-analytics-guide-for-consumer-goods-companies","status":"publish","type":"blog","link":"https:\/\/ivymobility.com\/ar\/blog\/data-analytics-guide-for-consumer-goods-companies\/","title":{"rendered":"\u062f\u0644\u064a\u0644 \u062a\u062d\u0644\u064a\u0644\u0627\u062a \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u0633\u0644\u0639 \u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643\u064a\u0629"},"content":{"rendered":"

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\"\"<\/figure>\n\n\n\n

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\"\"<\/figure>\n\n\n\n

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\u064a\u0639\u062f \u0627\u0644\u062a\u0642\u0627\u0637 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062e\u0637\u0648\u0629 \u0627\u0644\u0623\u0648\u0644\u0649 \u0641\u064a \u0627\u0644\u062d\u0644\u0642\u0629 \u0627\u0644\u0645\u0641\u0631\u063a\u0629 \u0627\u0644\u062a\u064a \u0644\u062f\u064a\u0647\u0627 \u0627\u0644\u0642\u062f\u0631\u0629 \u0639\u0644\u0649 \u062a\u0648\u0633\u064a\u0639 \u0646\u0637\u0627\u0642 \u0634\u0631\u0643\u062a\u0643 \u0644\u062a\u062d\u0642\u064a\u0642 \u0631\u0628\u062d\u064a\u0629 \u0623\u0643\u0628\u0631. \u0648\u0627\u0644\u062e\u0637\u0648\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0647\u064a \u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u062a\u0634\u063a\u064a\u0644\u0647\u0627 \u0628\u0627\u0644\u062a\u0648\u0627\u0632\u064a \u0645\u0639 \u0628\u0639\u0636\u0647\u0627 \u0627\u0644\u0628\u0639\u0636 \u0644\u0625\u0646\u0634\u0627\u0621 \u0631\u0624\u0649\u060c \u0648\u0647\u0630\u0627 \u0644\u064a\u0633 \u0633\u0648\u0649 \u0645\u0624\u0634\u0631 \u0639\u0644\u0649 \u0648\u062c\u0648\u062f \u0645\u0634\u0643\u0644\u0629 \u0623\u0648 \u0641\u062c\u0648\u0629 \u0641\u064a \u0627\u0644\u0639\u0645\u0644\u064a\u0629 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0639\u0632\u0632 \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a. \u0627\u0644\u062a\u062e\u0637\u064a\u0637 \u0647\u0648 \u0627\u0644\u062e\u0637\u0648\u0629 \u0627\u0644\u062a\u0627\u0644\u064a\u0629 \u0641\u064a \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631\u0629\u060c \u0645\u0645\u0627 \u064a\u0633\u0645\u062d \u0644\u0644\u0645\u0633\u062a\u062e\u062f\u0645\u064a\u0646 \u0628\u0627\u062a\u062e\u0627\u0630 \u0625\u062c\u0631\u0627\u0621\u0627\u062a \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0641\u064a \u0627\u0644\u0645\u064a\u062f\u0627\u0646.<\/p>\n\n\n\n

\u062a\u0647\u062f\u0641 \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631\u0629 \u0625\u0644\u0649 \u062a\u0642\u062f\u064a\u0645 \u0635\u0648\u0631\u0629 360 \u062f\u0631\u062c\u0629 \u0644\u0643\u064a\u0641\u064a\u0629 \u0639\u0645\u0644 \u0627\u0644\u0634\u0631\u0643\u0629 \u0628\u0641\u0639\u0627\u0644\u064a\u0629 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0647\u0630\u0647 \u0627\u0644\u0623\u0641\u0643\u0627\u0631. \u064a\u062c\u0628 \u0623\u0646 \u062a\u062a\u062d\u0633\u0646 \u0627\u0644\u0641\u0631\u0642 \u0627\u0644\u0645\u064a\u062f\u0627\u0646\u064a\u0629 \u0628\u0627\u0633\u062a\u0645\u0631\u0627\u0631 \u0628\u0646\u0627\u0621\u064b \u0639\u0644\u0649 \u0628\u064a\u0627\u0646\u0627\u062a\u0647\u0627 \u0644\u062a\u062d\u0642\u064a\u0642 \u0623\u0639\u0644\u0649 \u0623\u062f\u0627\u0621 \u0645\u0646 \u0627\u0644\u062d\u0645\u0644\u0627\u062a \u0627\u0644\u0633\u0627\u0628\u0642\u0629 \u0648\u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062d\u0627\u0644\u064a\u0629 \u0641\u064a \u0627\u0644\u0645\u062a\u062c\u0631. \u062a\u0639\u062f \u0647\u0630\u0647 \u0627\u0644\u062f\u0648\u0631\u0629 \u0645\u0646 \u0627\u0644\u062a\u0643\u0631\u0627\u0631\u0627\u062a \u0627\u0644\u0645\u0633\u062a\u0645\u0631\u0629 \u0627\u0644\u0645\u0633\u062a\u0646\u062f\u0629 \u0625\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0628\u0623\u0642\u0635\u0649 \u0642\u062f\u0631 \u0645\u0646 \u0627\u0644\u0646\u062a\u0627\u0626\u062c \u0644\u0644\u0639\u0644\u0627\u0645\u0627\u062a \u0627\u0644\u062a\u062c\u0627\u0631\u064a\u0629.<\/p>\n\n\n\n

\u0643\u064a\u0641 \u064a\u062a\u0645 \u0627\u0644\u062a\u0631\u0627\u0628\u0637 \u0628\u064a\u0646 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0648\u0627\u0644\u0643\u0641\u0627\u0621\u0629 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644\u061f<\/b><\/h4>\n\n\n\n

\u0625\u0646 \u062a\u062a\u0628\u0639 \u0623\u0646\u0648\u0627\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0627\u0644\u062b\u0644\u0627\u062b\u0629 \u0627\u0644\u0645\u0630\u0643\u0648\u0631\u0629 \u0623\u0639\u0644\u0627\u0647 \u0645\u0646 \u0634\u0623\u0646\u0647 \u0623\u0646 \u064a\u0633\u0627\u0639\u062f \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0639\u0644\u0649 \u062a\u062d\u0648\u064a\u0644 \u0627\u0633\u062a\u062c\u0627\u0628\u062a\u0647\u0627 \u0627\u0644\u0634\u0627\u0645\u0644\u0629 \u0644\u0645\u062e\u062a\u0644\u0641 \u0627\u0644\u0642\u0636\u0627\u064a\u0627 \u0627\u0644\u0646\u0627\u0634\u0626\u0629 \u0641\u064a \u0647\u0630\u0627 \u0627\u0644\u0645\u062c\u0627\u0644.<\/p>\n\n\n\n

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\u0648\u0645\u0646 \u062e\u0644\u0627\u0644 \u0625\u0646\u0634\u0627\u0621 \u062e\u0637 \u0639\u0631\u0636 \u062b\u0627\u0646\u0648\u064a \u0644\u0644\u0645\u0646\u062a\u062c\u0627\u062a\u060c \u064a\u0645\u0643\u0646 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0643\u062a\u0634\u0627\u0641 \u0627\u0644\u0645\u0642\u0627\u064a\u064a\u0633 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0644\u0632\u064a\u0627\u062f\u0629 \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a. \u0648\u0645\u0646 \u062e\u0644\u0627\u0644 \u0627\u0644\u062a\u0644\u0627\u0639\u0628 \u0628\u0647\u0630\u0647 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a\u060c \u0633\u064a\u062f\u0631\u0643 \u062a\u062c\u0627\u0631 \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0643\u064a\u0641 \u0623\u0646 \u062a\u0631\u062a\u064a\u0628\u0627\u062a\u0647\u0645 \u0627\u0644\u0645\u062a\u0648\u0641\u0631\u0629 \u0639\u0644\u0649 \u0627\u0644\u0631\u0641\u0648\u0641 \u062a\u0639\u064a\u0642 \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u0641\u064a \u0645\u0648\u0642\u0639 \u0645\u0639\u064a\u0646.<\/p>\n\n\n\n

\u0645\u0633\u0627\u0628\u0642\u0629 \u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u0631\u0641<\/b><\/h4>\n\n\n\n

\u064a\u0639\u062f \u0627\u0644\u062d\u0635\u0648\u0644 \u0639\u0644\u0649 \u0645\u0633\u0627\u062d\u0629 \u0639\u0644\u0649 \u0627\u0644\u0631\u0641\u0648\u0641 \u0623\u0645\u0631\u064b\u0627 \u062a\u0646\u0627\u0641\u0633\u064a\u064b\u0627 \u0644\u0644\u063a\u0627\u064a\u0629 \u0628\u0627\u0644\u0646\u0633\u0628\u0629 \u0644\u0644\u0645\u0646\u062a\u062c\u0627\u062a \u0627\u0644\u062c\u062f\u064a\u062f\u0629 \u0627\u0644\u062a\u064a \u064a\u062a\u0645 \u0625\u0637\u0644\u0627\u0642\u0647\u0627. \u062a\u0648\u0642\u0641 \u0639\u0646 \u0627\u0644\u0627\u0639\u062a\u0645\u0627\u062f \u0639\u0644\u0649 \u0645\u0634\u062a\u0631\u064a\u0627\u062a \u0645\u0633\u0627\u062d\u0629 \u0627\u0644\u0631\u0641\u0648\u0641 \u0648\u0627\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0633\u0631\u062f \u0627\u0644\u0642\u0635\u0635\u064a \u0627\u0644\u0625\u0628\u062f\u0627\u0639\u064a \u0628\u0627\u0633\u062a\u062e\u062f\u0627\u0645 \u0628\u064a\u0627\u0646\u0627\u062a\u0643 \u0644\u063a\u0632\u0648 \u0627\u0644\u0631\u0641\u0648\u0641. \u0644\u0646 \u064a\u0641\u0647\u0645 \u062a\u062c\u0627\u0631 \u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u0623\u0631\u0642\u0627\u0645 \u0648\u0627\u0644\u0645\u0642\u0627\u064a\u064a\u0633 \u0625\u0644\u0627 \u0639\u0646\u062f \u0625\u0642\u0646\u0627\u0639\u0647\u0645 \u0628\u062a\u062e\u0632\u064a\u0646 \u0645\u0646\u062a\u062c\u0627\u062a\u0643.<\/p>\n\n\n\n

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\u0623\u0648\u0644 \u0634\u064a\u0621 \u064a\u062a\u0639\u064a\u0646 \u0639\u0644\u0649 \u0627\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0644\u062a\u0623\u0643\u062f \u0645\u0646\u0647 \u0647\u0648 \u062a\u062d\u062f\u064a\u062f \u0623\u0647\u062f\u0627\u0641 \u0627\u0644\u0634\u0631\u0643\u0629 \u0642\u0628\u0644 \u0627\u0644\u062a\u0639\u0645\u0642 \u0641\u064a \u062a\u062d\u062f\u064a\u062f \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629. \u0628\u0639\u0636 \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0644\u0644\u0628\u064a\u0639 \u0628\u0627\u0644\u062a\u062c\u0632\u0626\u0629 \u0627\u0644\u062a\u064a \u064a\u0645\u0643\u0646 \u0644\u0644\u0634\u0631\u0643\u0627\u062a \u0627\u0633\u062a\u062e\u062f\u0627\u0645\u0647\u0627 \u0647\u064a:<\/p>\n\n\n\n

\u2756 \u0627\u0644\u0645\u0628\u064a\u0639\u0627\u062a \u0644\u0643\u0644 \u0642\u062f\u0645 \u0645\u0631\u0628\u0639<\/b>
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\u2756 \u0625\u062c\u0645\u0627\u0644\u064a \u0639\u0627\u0626\u062f \u0627\u0644\u0647\u0648\u0627\u0645\u0634 \u0639\u0644\u0649 \u0627\u0644\u0627\u0633\u062a\u062b\u0645\u0627\u0631.<\/b>
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\u2756 \u0645\u062a\u0648\u0633\u0637 \u0642\u064a\u0645\u0629 \u0627\u0644\u0635\u0641\u0642\u0629<\/b>
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\u2756 \u0627\u0644\u0627\u062d\u062a\u0641\u0627\u0638 \u0628\u0627\u0644\u0639\u0645\u0644\u0627\u0621<\/b>
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\u2756 \u0645\u0639\u062f\u0644 \u0627\u0644\u062a\u062d\u0648\u064a\u0644<\/b>
\u064a\u0633\u0627\u0639\u062f\u0643 \u0647\u0630\u0627 \u0627\u0644\u0645\u0639\u062f\u0644 \u0639\u0644\u0649 \u0641\u0647\u0645 \u0627\u0644\u0645\u0639\u0644\u0645\u0627\u062a \u0627\u0644\u062a\u064a \u062a\u062f\u0641\u0639 \u0627\u0644\u0645\u062a\u0635\u0641\u062d \u0625\u0644\u0649 \u0639\u0645\u064a\u0644 \u064a\u062f\u0641\u0639. \u0641\u0647\u0648 \u064a\u0633\u0627\u0639\u062f \u0639\u0644\u0649 \u062a\u062d\u0644\u064a\u0644 \u0627\u0644\u0639\u0648\u0627\u0645\u0644 \u0627\u0644\u0623\u0633\u0627\u0633\u064a\u0629 \u0645\u062b\u0644 \u0627\u0644\u0648\u0642\u062a \u0627\u0644\u0645\u0633\u062a\u063a\u0631\u0642 \u0644\u0644\u062a\u062d\u0648\u064a\u0644 \u0648\u0627\u0644\u0623\u0633\u0628\u0627\u0628.<\/p>\n\n\n\n

\u2756 \u062f\u0648\u0631\u0627\u0646 \u0627\u0644\u0645\u062e\u0632\u0648\u0646<\/b>
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\u064a\u0645\u0643\u0646 \u0623\u0646 \u062a\u0633\u0627\u0639\u062f \u0645\u0624\u0634\u0631\u0627\u062a \u0627\u0644\u0623\u062f\u0627\u0621 \u0627\u0644\u0631\u0626\u064a\u0633\u064a\u0629 \u0647\u0630\u0647 \u0641\u064a \u062a\u0646\u0645\u064a\u0629 \u0623\u0639\u0645\u0627\u0644\u0643 \u0623\u0639\u0645\u0627\u0644 \u0627\u0644\u0633\u0644\u0639 \u0627\u0644\u0627\u0633\u062a\u0647\u0644\u0627\u0643\u064a\u0629<\/a><\/strong>. \u0641\u064a \u0646\u0647\u0627\u064a\u0629 \u0627\u0644\u0645\u0637\u0627\u0641\u060c \u064a\u0639\u062f \u062a\u062a\u0628\u0639 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a \u0647\u0648 \u0627\u0644\u0633\u0628\u064a\u0644 \u0627\u0644\u0648\u062d\u064a\u062f \u0644\u0644\u0645\u0636\u064a \u0642\u062f\u0645\u064b\u0627 \u0644\u0642\u064a\u0627\u062f\u0629 \u0634\u0631\u0643\u0629 CPG \u0641\u0639\u0627\u0644\u0629 \u0645\u062f\u0641\u0648\u0639\u0629 \u0628\u0623\u0647\u062f\u0627\u0641 \u062a\u0639\u062a\u0645\u062f \u0639\u0644\u0649 \u0627\u0644\u0628\u064a\u0627\u0646\u0627\u062a.<\/p>\n\n\n\n

\u2014\u2014<\/p>\n\n\n\n

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