{"id":26065,"date":"2026-08-05T16:37:36","date_gmt":"2026-08-05T13:07:36","guid":{"rendered":"https:\/\/hamrah.academy\/blog\/?p=26065"},"modified":"2026-08-08T17:14:33","modified_gmt":"2026-08-08T13:44:33","slug":"what-is-data-visualization","status":"publish","type":"post","link":"https:\/\/hamrah.academy\/blog\/what-is-data-visualization\/","title":{"rendered":"\u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u06cc\u0627 Data Visualization \u0686\u06cc\u0633\u062a \u0648 \u0686\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u062f\u0627\u0631\u062f\u061f"},"content":{"rendered":"\n<p>\u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0628\u0647 \u0645\u0639\u0646\u06cc \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u062f\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0645 \u0628\u0647 \u0646\u0645\u0648\u062f\u0627\u0631\u060c \u0646\u0642\u0634\u0647\u060c \u062f\u0627\u0634\u0628\u0648\u0631\u062f \u0648 \u0646\u0645\u0627\u06cc\u0634\u200c\u0647\u0627\u06cc \u0628\u0635\u0631\u06cc \u062f\u06cc\u06af\u0631 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0631\u0648\u0634 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627\u062d\u062a\u200c\u062a\u0631 \u062f\u0631\u06a9 \u0634\u0648\u0646\u062f \u0648 \u0627\u0644\u06af\u0648\u0647\u0627\u060c \u0631\u0648\u0646\u062f\u0647\u0627 \u0648 \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u062f\u06cc\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f.<\/p>\n\n\n\n<p>\u0627\u0632 \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u062f\u0631 \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u060c \u0647\u0648\u0634 \u062a\u062c\u0627\u0631\u06cc\u060c 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\u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u060c \u0627\u0646\u0648\u0627\u0639 \u0622\u0646 \u0648 \u0645\u0633\u06cc\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u06cc\u0646 \u0645\u0647\u0627\u0631\u062a \u0622\u0634\u0646\u0627 \u062e\u0648\u0627\u0647\u06cc\u062f \u0634\u062f.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0686\u06cc\u0633\u062a\u061f<\/h2>\n\n\n\n<p>\u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 (Data Visualization) \u0628\u0647 \u0645\u0639\u0646\u0627\u06cc \u0646\u0645\u0627\u06cc\u0634 \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0648 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0628\u0627 \u0639\u0646\u0627\u0635\u0631 \u0628\u0635\u0631\u06cc 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\u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0632\u0648\u062f\u062a\u0631 \u0645\u0634\u062e\u0635 \u0634\u0648\u062f.<\/li>\n\n\n\n<li><strong>\u06a9\u0645\u06a9 \u0628\u0647 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u0628\u0647\u062a\u0631:<\/strong> \u0646\u0645\u0627\u06cc\u0634 \u0628\u0635\u0631\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u0647 \u0645\u062f\u06cc\u0631\u0627\u0646 \u0648 \u062a\u062d\u0644\u06cc\u0644\u200c\u06af\u0631\u0647\u0627 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0635\u0645\u06cc\u0645\u200c\u0647\u0627\u06cc \u062f\u0642\u06cc\u0642\u200c\u062a\u0631\u06cc \u0628\u0631 \u0627\u0633\u0627\u0633 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u06af\u06cc\u0631\u0646\u062f.<\/li>\n\n\n\n<li><strong>\u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0631 \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641: <\/strong>\u0627\u0632 \u0639\u0644\u0648\u0645 \u0648 \u0641\u0646\u0627\u0648\u0631\u06cc \u062a\u0627 \u0645\u0627\u0644\u06cc \u0648 \u0628\u0627\u0632\u0627\u0631\u06cc\u0627\u0628\u06cc\u060c \u0622\u0645\u0648\u0632\u0634\u060c \u0648\u0631\u0632\u0634 \u0648 \u0635\u0646\u0627\u06cc\u0639 \u0645\u062e\u062a\u0644\u0641\u060c \u0627\u0632 \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0648 \u0627\u0631\u0627\u0626\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.<\/li>\n\n\n\n<li><strong>\u062a\u0631\u06a9\u06cc\u0628 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0648 \u062f\u0627\u0633\u062a\u0627\u0646\u200c\u06af\u0648\u06cc\u06cc \u0628\u0635\u0631\u06cc: <\/strong>\u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u067e\u0644\u06cc \u0628\u0645\u06cc\u0627\u0646 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0648 \u0627\u0646\u062a\u0642\u0627\u0644 \u0633\u0627\u062f\u0647 \u0648 \u062f\u0627\u0633\u062a\u0627\u0646\u200c\u06af\u0648\u0646\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u0647 \u0645\u062e\u0627\u0637\u0628 \u0627\u0633\u062a.<\/li>\n<\/ol>\n\n\n\t<a class=\"abc-course-card abc-course-card--horizontal-default\" href=\"https:\/\/hamrah.academy\/course\/3473?utm_source=banner&#038;utm_medium=blog&#038;utm_campaign=article&#038;utm_ti&#038;utm_term=academy&#038;utm_content=article\" aria-label=\"View course: \u0622\u0645\u0648\u0632\u0634 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc Docker\" data-course-id=\"3473\" data-course-title=\"\u0622\u0645\u0648\u0632\u0634 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc Docker\">\n\t\t<div class=\"abc-course-card__image-wrap\">\n\t\t\t\t\t\t\t<img decoding=\"async\" class=\"abc-course-card__image\" src=\"https:\/\/asset.hamrah.academy\/filebrowser\/api\/public\/dl\/rduX5NiG\/minio\/4c1c32a7db2e4bc78fd32a40df06c6bd.webp\" alt=\"\u0622\u0645\u0648\u0632\u0634 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc Docker\">\n\t\t\t\t\t<\/div>\n\t\t<div class=\"abc-course-card__body\">\n\t\t\t\t\t\t\t<div class=\"abc-course-card__meta-row\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"abc-course-card__teacher\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" class=\"abc-course-card__teacher-avatar\" src=\"https:\/\/core-storage.hamrah.academy\/academy\/6ca82ebd-f238-46e3-96bf-080e953b7b77.webp\" alt=\"\u0639\u0631\u0641\u0627\u0646  \u0637\u0627\u0647\u0631\u06cc\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>\u0639\u0631\u0641\u0627\u0646  \u0637\u0627\u0647\u0631\u06cc<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<span class=\"abc-course-card__category\" style=\"background-color:#6b7280\">\u0639\u0644\u0648\u0645 \u062f\u0627\u062f\u0647<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<h3 class=\"abc-course-card__title \">\u0622\u0645\u0648\u0632\u0634 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc Docker<\/h3>\n\t\t\t<div class=\"abc-course-card__meta-row\">\n\t\t\t\t<span>\n    <img decoding=\"async\" class=\"abc-course-card__icon\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/05\/svgexport-19.svg\" alt=\"\">\n    \n    <span class=\"abc-course-card__rating-score\">\n        \u06f4,\u06f0    <\/span>\n\n     (\u06f1\u06f6\u06f3 \u0631\u0627\u06cc)<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span><img decoding=\"async\" class=\"abc-course-card__icon\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/05\/svgexport-18.svg\" alt=\"\"> \u06f6\u06f0\u06f0 \u0646\u0641\u0631<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span><img decoding=\"async\" class=\"abc-course-card__icon\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/05\/svgexport-16.svg\" alt=\"\"> \u06f5\u06f6\u06f2 \u0633\u0627\u0639\u062a \u0648 \u06f5\u06f3 \u062f\u0642\u06cc\u0642\u0647<\/span>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"abc-course-card__divider\" role=\"separator\" aria-hidden=\"true\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"abc-course-card__price-row\">\n\t\t\t\t\t\t\t\t<div>\n\t\t\t\t\t<!-- \t\t\t\t\t<div class=\"abc-course-card__price\">\u06f1,\u06f2\u06f0\u06f0,\u06f0\u06f0\u06f0 \u062a\u0648\u0645\u0627\u0646<\/div> -->\n\t\t\t\t\t<div class=\"abc-course-card__price\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<span class=\"abc-course-card__more-btn\">\u0628\u06cc\u0634\u062a\u0631<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/a>\n\t\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u0627\u0646\u0648\u0627\u0639 \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u06a9\u062f\u0627\u0645\u200c\u0627\u0646\u062f\u061f<\/h2>\n\n\n\n<p>\u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0634\u0627\u0645\u0644 \u0627\u0646\u0648\u0627\u0639 \u0645\u062e\u062a\u0644\u0641\u06cc \u0627\u0632 \u0646\u0645\u0648\u062f\u0627\u0631 \u0627\u0633\u062a. \u0647\u0631 \u06a9\u062f\u0627\u0645 \u0628\u0631\u0627\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u0647 \u0634\u06a9\u0644 \u0648\u0627\u0636\u062d \u0648 \u0642\u0627\u0628\u0644\u200c\u062f\u0631\u06a9 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647\u200c\u0627\u0646\u062f. \u0645\u062b\u0644\u0627 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0633\u0627\u062f\u0647 \u0646\u0638\u06cc\u0631 \u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u06cc\u0644\u0647\u200c\u0627\u06cc \u0648 \u062e\u0637\u06cc \u062a\u0627 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0645\u062b\u0644 \u0646\u0642\u0634\u0647 \u062d\u0631\u0627\u0631\u062a\u06cc \u0648 \u0646\u0645\u0648\u062f\u0627\u0631 \u067e\u0631\u0627\u06a9\u0646\u062f\u06af\u06cc\u060c \u0647\u0645\u06af\u06cc \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc\u200c\u0627\u0646\u062f. \u0627\u0646\u062a\u062e\u0627\u0628 \u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u0646\u0627\u0633\u0628 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0645 \u0628\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0631\u0632\u0634\u0645\u0646\u062f \u062a\u0628\u062f\u06cc\u0644 \u0634\u0648\u0646\u062f.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"748\" height=\"478\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/types-of-data-visualization.webp\" alt=\"\u0645\u0639\u0631\u0641\u06cc \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u0627\u0646\u0648\u0627\u0639 \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0634\u0627\u0645\u0644 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0645\u06cc\u0644\u0647\u200c\u0627\u06cc\u060c \u062e\u0637\u06cc\u060c \u062f\u0627\u06cc\u0631\u0647\u200c\u0627\u06cc\u060c \u067e\u0631\u0627\u06a9\u0646\u062f\u06af\u06cc\u060c \u0646\u0642\u0634\u0647\u200c\u0647\u0627\u06cc \u062d\u0631\u0627\u0631\u062a\u06cc \u0648 \u062f\u0627\u0634\u0628\u0648\u0631\u062f\u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644\u06cc.\" class=\"wp-image-26356\" srcset=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/types-of-data-visualization.webp 748w, https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/types-of-data-visualization-300x192.webp 300w\" sizes=\"(max-width: 748px) 100vw, 748px\" \/><\/figure>\n\n\n\n<p><br>\u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u067e\u0627\u06cc\u0647 \u0628\u0631\u0627\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0646 \u0645\u0642\u0627\u06cc\u0633\u0647\u200c\u0647\u0627\u06cc \u0633\u0627\u062f\u0647\u060c \u0631\u0648\u0646\u062f \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u062f\u0631 \u0637\u0648\u0644 \u0632\u0645\u0627\u0646 \u0648 \u0631\u0648\u0627\u0628\u0637 \u0627\u0628\u062a\u062f\u0627\u06cc\u06cc \u0645\u06cc\u0627\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0645\u0646\u0627\u0633\u0628\u200c\u0627\u0646\u062f. \u0627\u06cc\u0646 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627 \u0631\u0627\u062d\u062a \u0641\u0647\u0645\u06cc\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u0648 \u0628\u0631\u0627\u06cc \u0627\u0646\u062a\u0642\u0627\u0644 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u0647 \u0637\u06cc\u0641 \u06af\u0633\u062a\u0631\u062f\u0647\u200c\u0627\u06cc \u0627\u0632 \u0645\u062e\u0627\u0637\u0628\u0627\u0646 \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0627\u0631\u0646\u062f.<\/p>\n\n\n\n<p>\u062c\u062f\u0648\u0644 \u0627\u0646\u0648\u0627\u0639 \u0645\u0635\u0648\u0631 \u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-center\" data-align=\"center\"><strong>\u0646\u0648\u0639 \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647<\/strong><\/th><th><strong>\u0628\u0647\u062a\u0631\u06cc\u0646 \u06a9\u0627\u0631\u0628\u0631\u062f<\/strong><\/th><th><strong>\u0648\u06cc\u0698\u06af\u06cc \u0627\u0635\u0644\u06cc<\/strong><\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\">\u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u06cc\u0644\u0647\u200c\u0627\u06cc \u0648 \u0633\u062a\u0648\u0646\u06cc<\/td><td>\u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0628\u06cc\u0646 \u062f\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641<\/td><td>\u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0627 \u0645\u06cc\u0644\u0647\u200c\u0647\u0627\u06cc \u0627\u0641\u0642\u06cc \u06cc\u0627 \u0639\u0645\u0648\u062f\u06cc<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u0646\u0645\u0648\u062f\u0627\u0631 \u062e\u0637\u06cc<\/td><td>\u0628\u0631\u0631\u0633\u06cc \u0631\u0648\u0646\u062f \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u062f\u0631 \u0637\u0648\u0644 \u0632\u0645\u0627\u0646<\/td><td>\u0627\u062a\u0635\u0627\u0644 \u0646\u0642\u0627\u0637 \u062f\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u0646\u0645\u0627\u06cc\u0634 \u0631\u0648\u0646\u062f<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u0646\u0645\u0648\u062f\u0627\u0631 \u062f\u0627\u06cc\u0631\u0647\u200c\u0627\u06cc<\/td><td>\u0646\u0645\u0627\u06cc\u0634 \u0633\u0647\u0645 \u0647\u0631 \u0628\u062e\u0634 \u0627\u0632 \u06cc\u06a9 \u06a9\u0644<\/td><td>\u0646\u0645\u0627\u06cc\u0634 \u0646\u0633\u0628\u062a\u200c\u0647\u0627 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u062f\u0631\u0635\u062f\u06cc<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u0646\u0645\u0648\u062f\u0627\u0631 \u067e\u0631\u0627\u06a9\u0646\u062f\u06af\u06cc&nbsp;<\/td><td>\u0628\u0631\u0631\u0633\u06cc \u0631\u0627\u0628\u0637\u0647 \u0628\u06cc\u0646 \u062f\u0648 \u0645\u062a\u063a\u06cc\u0631<\/td><td>\u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0647\u0645\u0628\u0633\u062a\u06af\u06cc\u060c \u0627\u0644\u06af\u0648\u0647\u0627 \u0648 \u0646\u0642\u0627\u0637 \u067e\u0631\u062a<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645<\/td><td>\u062a\u062d\u0644\u06cc\u0644 \u062a\u0648\u0632\u06cc\u0639 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0639\u062f\u062f\u06cc<\/td><td>\u0646\u0645\u0627\u06cc\u0634 \u0641\u0631\u0627\u0648\u0627\u0646\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062f\u0631 \u0628\u0627\u0632\u0647\u200c\u0647\u0627\u06cc \u0645\u0634\u062e\u0635<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">\u062f\u0627\u0634\u0628\u0648\u0631\u062f<\/td><td>\u067e\u0627\u06cc\u0634 \u0634\u0627\u062e\u0635\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0648 \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627\u06cc \u0644\u062d\u0638\u0647\u200c\u0627\u06cc<\/td><td>\u0646\u0645\u0627\u06cc\u0634 \u0686\u0646\u062f\u06cc\u0646 \u0646\u0645\u0648\u062f\u0627\u0631\u060c \u062c\u062f\u0648\u0644 \u0648 KPI \u062f\u0631 \u06cc\u06a9 \u0635\u0641\u062d\u0647<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u06cc\u0644\u0647\u200c\u0627\u06cc \u0648 \u0633\u062a\u0648\u0646\u06cc<\/h3>\n\n\n\n<p>\u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u06cc\u0644\u0647\u200c\u0627\u06cc \u0648 \u0633\u062a\u0648\u0646\u06cc \u0628\u0631\u0627\u06cc \u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u0642\u0627\u062f\u06cc\u0631 \u062f\u0631 \u062f\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u060c \u0637\u0648\u0644 \u06cc\u0627 \u0627\u0631\u062a\u0641\u0627\u0639 \u0645\u06cc\u0644\u0647\u200c\u0647\u0627 \u0645\u0642\u062f\u0627\u0631 \u0647\u0631 \u062f\u0633\u062a\u0647 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u0648 \u0645\u0642\u0627\u06cc\u0633\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0622\u0633\u0627\u0646\u200c\u062a\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0646\u0648\u0639 \u0646\u0645\u0648\u062f\u0627\u0631 \u0628\u0631\u0627\u06cc \u0645\u0642\u0627\u06cc\u0633\u0647 \u0641\u0631\u0648\u0634 \u0645\u062d\u0635\u0648\u0644\u0627\u062a\u060c \u062c\u0645\u0639\u06cc\u062a \u0634\u0647\u0631\u0647\u0627 \u06cc\u0627 \u0646\u062a\u0627\u06cc\u062c \u0646\u0638\u0631\u0633\u0646\u062c\u06cc\u200c\u0647\u0627 \u06a9\u0627\u0631\u0628\u0631\u062f \u0632\u06cc\u0627\u062f\u06cc \u062f\u0627\u0631\u062f.<\/p>\n\n\n\n<p>\u0627\u0632 \u0631\u0627\u06cc\u062c\u200c\u062a\u0631\u06cc\u0646 \u0622\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647 \u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u06cc\u0644\u0647\u200c\u0627\u06cc \u0627\u0641\u0642\u06cc (Bar Chart)\u060c \u0646\u0645\u0648\u062f\u0627\u0631 \u0633\u062a\u0648\u0646\u06cc (Column Chart)\u060c \u0646\u0645\u0648\u062f\u0627\u0631 \u0627\u0646\u0628\u0627\u0634\u062a\u0647 (Stacked) \u0648 \u0646\u0645\u0648\u062f\u0627\u0631 \u06af\u0631\u0648\u0647\u06cc (Grouped) \u0627\u0634\u0627\u0631\u0647 \u06a9\u0631\u062f.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"748\" height=\"478\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/bar-and-column-chart-visualization.webp\" alt=\"\u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0645\u06cc\u0644\u0647\u200c\u0627\u06cc \u0648 \u0633\u062a\u0648\u0646\u06cc \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0647\u0645 \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u0642\u0627\u062f\u06cc\u0631\u060c \u0628\u0631\u0631\u0633\u06cc \u0631\u0648\u0646\u062f\u0647\u0627 \u0648 \u0646\u0645\u0627\u06cc\u0634 \u062a\u0641\u0627\u0648\u062a \u0645\u06cc\u0627\u0646 \u062f\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0647\u0633\u062a\u0646\u062f.\" class=\"wp-image-26359\" srcset=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/bar-and-column-chart-visualization.webp 748w, https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/bar-and-column-chart-visualization-300x192.webp 300w\" sizes=\"(max-width: 748px) 100vw, 748px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u0646\u0645\u0648\u062f\u0627\u0631 \u062e\u0637\u06cc<\/h3>\n\n\n\n<p>\u0646\u0645\u0648\u062f\u0627\u0631 \u062e\u0637\u06cc \u0628\u0631\u0627\u06cc \u0646\u0645\u0627\u06cc\u0634 \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0648 \u0631\u0648\u0646\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062f\u0631 \u0637\u0648\u0644 \u0632\u0645\u0627\u0646 \u06cc\u0627 \u062f\u0631 \u06cc\u06a9 \u062a\u0648\u0627\u0644\u06cc \u0645\u0634\u062e\u0635 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u0646\u0645\u0648\u062f\u0627\u0631\u060c \u0646\u0642\u0627\u0637 \u062f\u0627\u062f\u0647 \u0631\u0648\u06cc \u0645\u062d\u0648\u0631\u0647\u0627\u06cc \u0627\u0641\u0642\u06cc \u0648 \u0639\u0645\u0648\u062f\u06cc \u0631\u0633\u0645 \u0648 \u0628\u0627 \u062e\u0637 \u0628\u0647 \u06cc\u06a9\u062f\u06cc\u06af\u0631 \u0645\u062a\u0635\u0644 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u062a\u0627 \u0631\u0648\u0646\u062f \u0627\u0641\u0632\u0627\u06cc\u0634\u060c \u06a9\u0627\u0647\u0634 \u06cc\u0627 \u0646\u0648\u0633\u0627\u0646 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0628\u0647\u200c\u0648\u0636\u0648\u062d \u062f\u06cc\u062f\u0647 \u0634\u0648\u062f.<\/p>\n\n\n\n<p>\u0646\u0645\u0648\u062f\u0627\u0631 \u062e\u0637\u06cc \u06cc\u06a9\u06cc \u0627\u0632 \u0628\u0647\u062a\u0631\u06cc\u0646 \u06af\u0632\u06cc\u0646\u0647\u200c\u0647\u0627 \u0628\u0631\u0627\u06cc \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0632\u0645\u0627\u0646\u06cc \u0645\u0627\u0646\u0646\u062f \u0641\u0631\u0648\u0634 \u0645\u0627\u0647\u0627\u0646\u0647\u060c \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0642\u06cc\u0645\u062a\u060c \u062f\u0645\u0627 \u06cc\u0627 \u0631\u0634\u062f \u062c\u0645\u0639\u06cc\u062a \u0627\u0633\u062a. \u0627\u0632 \u0627\u0646\u0648\u0627\u0639 \u0631\u0627\u06cc\u062c \u0622\u0646 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0628\u0647 \u0646\u0645\u0648\u062f\u0627\u0631 \u062e\u0637\u06cc \u0633\u0627\u062f\u0647\u060c \u0686\u0646\u062f\u062e\u0637\u06cc (Multiple Line) \u0648 \u0646\u0645\u0648\u062f\u0627\u0631 \u062e\u0637\u06cc \u0627\u0646\u0628\u0627\u0634\u062a\u0647 (Stacked Line) \u0627\u0634\u0627\u0631\u0647 \u06a9\u0631\u062f.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0646\u0645\u0648\u062f\u0627\u0631 \u062f\u0627\u06cc\u0631\u0647\u200c\u0627\u06cc<\/h3>\n\n\n\n<p>\u0646\u0645\u0648\u062f\u0627\u0631 \u062f\u0627\u06cc\u0631\u0647\u200c\u0627\u06cc \u0627\u0632 \u0686\u0646\u062f \u0628\u062e\u0634 \u062a\u0634\u06a9\u06cc\u0644 \u0634\u062f\u0647 \u0627\u0633\u062a. \u0647\u0631 \u0628\u062e\u0634 \u0633\u0647\u0645\u06cc \u0627\u0632 \u06cc\u0647 \u06a9\u0644 \u0631\u0627 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0627\u0646\u062f\u0627\u0632\u0647 \u0647\u0631 \u0628\u062e\u0634 \u0645\u062a\u0646\u0627\u0633\u0628 \u0628\u0627 \u062f\u0631\u0635\u062f \u0622\u0646 \u0627\u0632 \u06a9\u0644 \u0627\u0633\u062a.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"748\" height=\"478\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/pie-chart-data-visualization.webp\" alt=\"\u0646\u0645\u0648\u062f\u0627\u0631 \u062f\u0627\u06cc\u0631\u0647\u200c\u0627\u06cc \u06cc\u06a9\u06cc \u0627\u0632 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u0631\u0627\u06cc\u062c \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u0646\u0645\u0627\u06cc\u0634 \u0633\u0647\u0645\u060c \u062f\u0631\u0635\u062f \u0648 \u0646\u0633\u0628\u062a \u0628\u062e\u0634\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u06cc\u06a9 \u0645\u062c\u0645\u0648\u0639\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a.\" class=\"wp-image-26358\" srcset=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/pie-chart-data-visualization.webp 748w, https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/pie-chart-data-visualization-300x192.webp 300w\" sizes=\"(max-width: 748px) 100vw, 748px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u0646\u0645\u0648\u062f\u0627\u0631 \u067e\u0631\u0627\u06a9\u0646\u062f\u06af\u06cc (Scatter Plot)<\/h3>\n\n\n\n<p>\u0646\u0645\u0648\u062f\u0627\u0631 \u067e\u0631\u0627\u06a9\u0646\u062f\u06af\u06cc \u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0646\u0642\u0627\u0637\u060c \u0631\u0627\u0628\u0637\u0647 \u0628\u06cc\u0646 \u062f\u0648 \u0645\u062a\u063a\u06cc\u0631 \u0639\u062f\u062f\u06cc \u0631\u0627 \u0646\u0645\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0645\u062d\u0648\u0631 \u0627\u0641\u0642\u06cc \u0645\u062a\u063a\u06cc\u0631 \u0645\u0633\u062a\u0642\u0644 \u0648 \u0645\u062d\u0648\u0631 \u0639\u0645\u0648\u062f\u06cc \u0628\u0647 \u0645\u062a\u063a\u06cc\u0631 \u0648\u0627\u0628\u0633\u062a\u0647 \u062a\u0639\u0644\u0642 \u062f\u0627\u0631\u062f.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 (Histogram)<\/h3>\n\n\n\n<p>\u0647\u06cc\u0633\u062a\u0648\u06af\u0631\u0627\u0645 \u062a\u0648\u0632\u06cc\u0639 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0639\u062f\u062f\u06cc \u0631\u0627 \u0646\u0645\u0627\u06cc\u0634 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0645\u0642\u0627\u062f\u06cc\u0631 \u062f\u0631 \u0628\u0627\u0632\u0647\u200c\u0647\u0627\u06cc \u0645\u0634\u062e\u0635 (Bins) \u06af\u0631\u0648\u0647\u200c\u0628\u0646\u062f\u06cc \u0648 \u0641\u0631\u0627\u0648\u0627\u0646\u06cc\u200c\u0634\u0627\u0646 \u0631\u0627 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0645\u06cc\u0644\u0647\u200c\u0627\u06cc \u0645\u0634\u062e\u0635 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u06cc\u0646 \u0646\u0645\u0648\u062f\u0627\u0631 \u0628\u0647 \u062f\u0631\u06a9 \u0634\u06a9\u0644 \u062a\u0648\u0632\u06cc\u0639\u060c \u0645\u06cc\u0632\u0627\u0646 \u067e\u0631\u0627\u06a9\u0646\u062f\u06af\u06cc \u0648 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0645\u0648\u062c\u0648\u062f \u062f\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u062f\u0627\u0634\u0628\u0648\u0631\u062f<\/h3>\n\n\n\n<p>\u062f\u0627\u0634\u0628\u0648\u0631\u062f \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u060c \u062c\u062f\u0627\u0648\u0644\u060c \u0634\u0627\u062e\u0635\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f (KPI) \u0648 \u0628\u0642\u06cc\u0647 \u0639\u0646\u0627\u0635\u0631 \u0628\u0635\u0631\u06cc \u0627\u0633\u062a \u0648 \u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u062f\u0631 \u06cc\u06a9 \u0635\u0641\u062d\u0647 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0647\u0627 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648\u0636\u0639\u06cc\u062a \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0644\u062d\u0638\u0647\u200c\u0627\u06cc \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u0646\u062f \u0648 \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062a\u062d\u0644\u06cc\u0644 \u0686\u0646\u062f\u06cc\u0646 \u06af\u0632\u0627\u0631\u0634\u060c \u062f\u06cc\u062f \u062c\u0627\u0645\u0639\u06cc \u0627\u0632 \u0639\u0645\u0644\u06a9\u0631\u062f \u06cc\u0647 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631\u060c \u067e\u0631\u0648\u0698\u0647 \u06cc\u0627 \u0641\u0631\u0627\u06cc\u0646\u062f \u0628\u0647 \u062f\u0633\u062a \u0628\u06cc\u0627\u0648\u0631\u0646\u062f.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"748\" height=\"478\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/heatmap-scatterplot-and-dashboards.webp\" alt=\"\u0646\u0645\u0627\u06cc\u0634 \u0647\u06cc\u062a\u200c\u0645\u067e\u060c \u0627\u0633\u06a9\u062a\u0631\u067e\u0644\u0627\u062a \u0648 \u062f\u0627\u0634\u0628\u0648\u0631\u062f\u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644\u06cc \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u0631\u0648\u0634\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0627\u0644\u06af\u0648\u0647\u0627\u060c \u0631\u0648\u0627\u0628\u0637 \u0648 \u0631\u0648\u0646\u062f\u0647\u0627\u06cc \u067e\u0646\u0647\u0627\u0646 \u062f\u0631 \u0627\u0637\u0644\u0627\u0639\u0627\u062a.\" class=\"wp-image-26360\" srcset=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/heatmap-scatterplot-and-dashboards.webp 748w, https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/heatmap-scatterplot-and-dashboards-300x192.webp 300w\" sizes=\"(max-width: 748px) 100vw, 748px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0686\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc\u06cc \u062f\u0627\u0631\u062f\u061f<\/h2>\n\n\n\n<p>\u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0641\u0642\u0637 \u0628\u0631\u0627\u06cc \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0646 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627 \u0646\u06cc\u0633\u062a \u0648 \u0627\u0628\u0632\u0627\u0631\u06cc \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0648 \u0627\u0646\u062a\u0642\u0627\u0644 \u0628\u0647\u062a\u0631 \u0622\u0646\u200c\u0647\u0627 \u0628\u0647 \u062d\u0633\u0627\u0628 \u0645\u06cc\u200c\u0622\u06cc\u062f. \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627 \u0648 \u0628\u0642\u06cc\u0647 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0628\u0635\u0631\u06cc \u0628\u0647 \u0627\u0641\u0631\u0627\u062f \u0648 \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0631\u0627 \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u062f\u0631\u06a9 \u06a9\u0646\u0646\u062f \u0648 \u062a\u0635\u0645\u06cc\u0645\u200c\u0647\u0627\u06cc \u0622\u06af\u0627\u0647\u0627\u0646\u0647\u200c\u062a\u0631\u06cc \u0628\u06af\u06cc\u0631\u0646\u062f.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"748\" height=\"478\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/applications-of-data-visualization.webp\" alt=\"\u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u062f\u0631 \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631\u060c \u0628\u0627\u0632\u0627\u0631\u06cc\u0627\u0628\u06cc\u060c \u0639\u0644\u0648\u0645 \u062f\u0627\u062f\u0647\u060c \u062a\u062d\u0642\u06cc\u0642\u0627\u062a\u060c \u0622\u0645\u0648\u0632\u0634 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0639\u0645\u0644\u06a9\u0631\u062f \u0628\u0631\u0627\u06cc \u0646\u0645\u0627\u06cc\u0634 \u0628\u0647\u062a\u0631 \u0627\u0637\u0644\u0627\u0639\u0627\u062a.\" class=\"wp-image-26362\" srcset=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/applications-of-data-visualization.webp 748w, https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/applications-of-data-visualization-300x192.webp 300w\" sizes=\"(max-width: 748px) 100vw, 748px\" \/><\/figure>\n\n\n\n<p>\u0645\u0647\u0645\u200c\u062a\u0631\u06cc\u0646 \u06a9\u0627\u0631\u0628\u0631\u062f\u0647\u0627\u06cc \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0634\u0627\u0645\u0644 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0627\u0633\u062a:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062f\u0631\u06a9 \u0628\u0647\u062a\u0631 \u0648 \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627:<\/strong> \u062a\u0628\u062f\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0645 \u0628\u0647 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627 \u0648 \u062a\u0635\u0627\u0648\u06cc\u0631 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0631\u0627\u062d\u062a\u200c\u062a\u0631 \u0642\u0627\u0628\u0644 \u062f\u0631\u06a9 \u0628\u0627\u0634\u0646\u062f. \u0627\u0641\u0631\u0627\u062f \u0628\u062f\u0648\u0646 \u0646\u06cc\u0627\u0632 \u0628\u0647 \u062f\u0627\u0646\u0634 \u062a\u062e\u0635\u0635\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u0622\u0646\u0647\u0627 \u0631\u0627 \u062a\u0641\u0633\u06cc\u0631 \u06a9\u0646\u0646\u062f.<\/li>\n\n\n\n<li><strong>\u06a9\u0645\u06a9 \u0628\u0647 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc:<\/strong> \u0646\u0645\u0627\u06cc\u0634 \u0628\u0635\u0631\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0648\u0646\u062f \u062a\u062d\u0644\u06cc\u0644 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u0633\u0627\u062f\u0647\u200c\u062a\u0631 \u0648 \u0628\u0647 \u0645\u062f\u06cc\u0631\u0627\u0646\u060c \u062a\u062d\u0644\u06cc\u0644\u06af\u0631\u0647\u0627 \u0648 \u0628\u0642\u06cc\u0647 \u06a9\u0627\u0631\u0628\u0631\u0647\u0627 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0635\u0645\u06cc\u0645\u200c\u0647\u0627\u06cc \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0648 \u062f\u0642\u06cc\u0642\u200c\u062a\u0631\u06cc \u0628\u06af\u06cc\u0631\u0646\u062f.<\/li>\n\n\n\n<li><strong>\u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0627\u0644\u06af\u0648\u0647\u0627 \u0648 \u0631\u0648\u0646\u062f\u0647\u0627: <\/strong>\u0628\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0631\u0648\u0646\u062f\u0647\u0627\u06cc \u0627\u0641\u0632\u0627\u06cc\u0634\u06cc \u06cc\u0627 \u06a9\u0627\u0647\u0634\u06cc\u060c \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u062f\u0631 \u0637\u0648\u0644 \u0632\u0645\u0627\u0646 \u0648 \u0627\u0631\u062a\u0628\u0627\u0637 \u0645\u06cc\u0627\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0631\u0627\u062d\u062a \u0645\u0634\u0627\u0647\u062f\u0647 \u06a9\u0631\u062f.<\/li>\n\n\n\n<li><strong>\u0627\u0646\u062a\u0642\u0627\u0644 \u0645\u0648\u062b\u0631 \u0627\u0637\u0644\u0627\u0639\u0627\u062a: <\/strong>\u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0627\u0631\u0627\u0626\u0647 \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627 \u0648 \u0646\u062a\u0627\u06cc\u062c \u062a\u062d\u0644\u06cc\u0644 \u0631\u0627 \u0633\u0627\u062f\u0647\u200c\u062a\u0631 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0648 \u0628\u0627\u0639\u062b \u0645\u06cc\u200c\u0634\u0648\u062f \u0645\u062e\u0627\u0637\u0628\u0627\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0628\u0641\u0647\u0645\u0646\u062f.<\/li>\n\n\n\n<li><strong>\u0627\u0641\u0632\u0627\u06cc\u0634 \u0647\u0645\u06a9\u0627\u0631\u06cc \u0628\u06cc\u0646 \u0627\u0639\u0636\u0627\u06cc \u062a\u06cc\u0645:<\/strong> \u0648\u0642\u062a\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0628\u0635\u0631\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0634\u0648\u0646\u062f\u060c \u0647\u0645\u0647 \u0627\u0639\u0636\u0627\u06cc \u062a\u06cc\u0645 \u06cc\u06a9 \u0645\u0641\u0647\u0648\u0645 \u0631\u0627 \u062f\u0631\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u0628\u0646\u0627\u0628\u0631\u0627\u06cc\u0646 \u0647\u0645\u0627\u0647\u0646\u06af\u06cc \u062f\u0631 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u0647\u0645 \u0628\u06cc\u0634\u062a\u0631 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/li>\n\n\n\n<li><strong>\u06a9\u0627\u0647\u0634 \u067e\u06cc\u0686\u06cc\u062f\u06af\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627: <\/strong>\u062f\u0631 \u0627\u06cc\u0646 \u0631\u0648\u0634 \u0628\u0647\u200c\u062c\u0627\u06cc \u0628\u0631\u0631\u0633\u06cc \u062c\u062f\u0648\u0644\u200c\u0647\u0627\u06cc \u0637\u0648\u0644\u0627\u0646\u06cc \u0648 \u0627\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u060c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0647\u0645 \u062f\u0631 \u0642\u0627\u0644\u0628 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627 \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u062a\u0627 \u062a\u0645\u0631\u06a9\u0632 \u0631\u0648\u06cc \u0646\u06a9\u0627\u062a \u06a9\u0644\u06cc\u062f\u06cc \u0631\u0627\u062d\u062a\u200c\u062a\u0631 \u0628\u0627\u0634\u062f.<\/li>\n\n\n\n<li><strong>\u0627\u0641\u0632\u0627\u06cc\u0634 \u062a\u0639\u0627\u0645\u0644 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627: <\/strong>\u062f\u0631 \u062f\u0627\u0634\u0628\u0648\u0631\u062f\u0647\u0627 \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc\u060c \u06a9\u0627\u0631\u0628\u0631\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u0646\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0627\u0632 \u0632\u0648\u0627\u06cc\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u0646\u062f \u0648 \u0646\u062a\u0627\u06cc\u062c \u0628\u06cc\u0634\u062a\u0631\u06cc \u0628\u0647 \u062f\u0633\u062a \u0628\u06cc\u0627\u0648\u0631\u0646\u062f.<\/li>\n<\/ul>\n\n\n\t<a class=\"abc-course-card abc-course-card--horizontal-default\" href=\"https:\/\/hamrah.academy\/course\/1101?utm_source=banner&#038;utm_medium=blog&#038;utm_campaign=article&#038;utm_ti&#038;utm_term=academy&#038;utm_content=article\" aria-label=\"View course: \u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646\" data-course-id=\"1101\" data-course-title=\"\u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646\">\n\t\t<div class=\"abc-course-card__image-wrap\">\n\t\t\t\t\t\t\t<img decoding=\"async\" class=\"abc-course-card__image\" src=\"https:\/\/asset.hamrah.academy\/filebrowser\/api\/public\/dl\/rduX5NiG\/minio\/2278914a-74e6-4907-b3f3-f9f991814a82Artboard%201%20copy%205.webp\" alt=\"\u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646\">\n\t\t\t\t\t<\/div>\n\t\t<div class=\"abc-course-card__body\">\n\t\t\t\t\t\t\t<div class=\"abc-course-card__meta-row\">\n\t\t\t\t\t\t\t\t\t\t\t<div class=\"abc-course-card__teacher\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" class=\"abc-course-card__teacher-avatar\" src=\"https:\/\/core-storage.hamrah.academy\/academy\/cbc2c22b-036b-4fe8-b9a4-340805ee590d.webp\" alt=\"\u062c\u0645\u0627\u0644 \u06a9\u0632\u0627\u0632\u06cc\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span>\u062c\u0645\u0627\u0644 \u06a9\u0632\u0627\u0632\u06cc<\/span>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<span class=\"abc-course-card__category\" style=\"background-color:#72BBC4\">\u0647\u0648\u0634 \u0645\u0635\u0646\u0648\u0639\u06cc<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<h3 class=\"abc-course-card__title \">\u0628\u0631\u0646\u0627\u0645\u0647 \u0646\u0648\u06cc\u0633\u06cc \u067e\u0627\u06cc\u062a\u0648\u0646<\/h3>\n\t\t\t<div class=\"abc-course-card__meta-row\">\n\t\t\t\t<span>\n    <img decoding=\"async\" class=\"abc-course-card__icon\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/05\/svgexport-19.svg\" alt=\"\">\n    \n    <span class=\"abc-course-card__rating-score\">\n        \u06f3,\u06f0    <\/span>\n\n     (\u06f8\u06f2\u06f8 \u0631\u0627\u06cc)<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span><img decoding=\"async\" class=\"abc-course-card__icon\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/05\/svgexport-18.svg\" alt=\"\"> \u06f3\u06f9\u06f2\u06f0 \u0646\u0641\u0631<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span><img decoding=\"async\" class=\"abc-course-card__icon\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/05\/svgexport-16.svg\" alt=\"\"> \u06f7\u06f3\u06f8 \u0633\u0627\u0639\u062a \u0648 \u06f3\u06f7 \u062f\u0642\u06cc\u0642\u0647<\/span>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"abc-course-card__divider\" role=\"separator\" aria-hidden=\"true\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"abc-course-card__price-row\">\n\t\t\t\t\t\t\t\t<div>\n\t\t\t\t\t<!-- \t\t\t\t\t<div class=\"abc-course-card__price\">\u06f2,\u06f1\u06f5\u06f0,\u06f0\u06f0\u06f0 \u062a\u0648\u0645\u0627\u0646<\/div> -->\n\t\t\t\t\t<div class=\"abc-course-card__price\"><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<span class=\"abc-course-card__more-btn\">\u0628\u06cc\u0634\u062a\u0631<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/a>\n\t\n\n\n\n<h2 class=\"wp-block-heading\">\u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u06cc\u06a9 \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u062e\u0648\u0628 \u0686\u06cc\u0633\u062a\u061f<\/h2>\n\n\n\n<p>\u06cc\u06a9 \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u062e\u0648\u0628 \u0628\u0627\u06cc\u062f \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u067e\u06cc\u0686\u06cc\u062f\u0647 \u0631\u0627 \u0628\u0647 \u0634\u06a9\u0644 \u0633\u0627\u062f\u0647\u060c \u0648\u0627\u0636\u062d \u0648 \u0642\u0627\u0628\u0644\u200c\u062f\u0631\u06a9 \u0646\u0645\u0627\u06cc\u0634 \u062f\u0647\u062f. \u0628\u0631\u0627\u06cc \u0637\u0631\u0627\u062d\u06cc \u0686\u0646\u06cc\u0646 \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u0648\u06cc\u0698\u06af\u06cc\u200c\u0647\u0627\u06cc \u0632\u06cc\u0631 \u0631\u0627 \u062f\u0631 \u0646\u0638\u0631 \u0628\u06af\u06cc\u0631\u06cc\u062f:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u0646\u0627\u0633\u0628:<\/strong> \u0647\u0631 \u0646\u0648\u0639 \u0646\u0645\u0648\u062f\u0627\u0631 \u0628\u0627\u06cc\u062f \u0628\u0631\u0627\u06cc \u0647\u062f\u0641 \u062e\u0627\u0635\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u0648\u062f. \u0627\u0646\u062a\u062e\u0627\u0628 \u0646\u0645\u0648\u062f\u0627\u0631 \u0628\u0631 \u0627\u0633\u0627\u0633 \u0646\u0648\u0639 \u062f\u0627\u062f\u0647 \u0648 \u067e\u06cc\u0627\u0645\u06cc \u0628\u0627\u0634\u062f \u06a9\u0647 \u0642\u0635\u062f \u0627\u0646\u062a\u0642\u0627\u0644\u0634 \u0631\u0627 \u062f\u0627\u0631\u06cc\u062f. \u0645\u062b\u0644\u0627 \u0646\u0645\u0648\u062f\u0627\u0631 \u062e\u0637\u06cc \u0628\u0631\u0627\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0646 \u0631\u0648\u0646\u062f \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0645\u0646\u0627\u0633\u0628\u200c\u062a\u0631 \u0648 \u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u06cc\u0644\u0647\u200c\u0627\u06cc \u0628\u0631\u0627\u06cc \u0645\u0642\u0627\u06cc\u0633\u0647 \u062f\u0633\u062a\u0647\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u062e\u0648\u0628 \u0627\u0633\u062a.<\/li>\n\n\n\n<li><strong>\u0633\u0627\u062f\u06af\u06cc \u0648 \u062e\u0648\u0627\u0646\u0627\u06cc\u06cc: <\/strong>\u06cc\u06a9 \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062e\u0648\u0628 \u0646\u0628\u0627\u06cc\u062f \u0628\u0627 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0636\u0627\u0641\u06cc\u060c \u0639\u0646\u0627\u0635\u0631 \u067e\u06cc\u0686\u06cc\u062f\u0647 \u06cc\u0627 \u062c\u0632\u0626\u06cc\u0627\u062a \u063a\u06cc\u0631\u0636\u0631\u0648\u0631\u06cc \u0634\u0644\u0648\u063a \u0634\u0648\u062f. \u0637\u0631\u0627\u062d\u06cc \u0633\u0627\u062f\u0647 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0645\u062e\u0627\u0637\u0628 \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0647\u0645 \u0631\u0627 \u067e\u06cc\u062f\u0627 \u06a9\u0646\u062f.<\/li>\n\n\n\n<li><strong>\u0631\u0646\u06af\u200c\u0647\u0627:<\/strong> \u0631\u0646\u06af\u200c\u0647\u0627 \u0628\u0627\u06cc\u062f \u0628\u0631\u0627\u06cc \u062a\u0627\u06a9\u06cc\u062f \u0631\u0648\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0647\u0645 \u0648 \u0627\u06cc\u062c\u0627\u062f \u062a\u0641\u0627\u0648\u062a \u0628\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0648\u0646\u062f. \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0628\u06cc\u0634 \u0627\u0632 \u062d\u062f \u0627\u0632 \u0631\u0646\u06af\u200c\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u062a\u0645\u0631\u06a9\u0632 \u0631\u0627 \u06a9\u0645&nbsp;\u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0631\u0627 \u0633\u062e\u062a\u200c\u062a\u0631 \u06a9\u0646\u062f.<\/li>\n\n\n\n<li><strong>\u0686\u06cc\u062f\u0645\u0627\u0646 \u0645\u0646\u0637\u0642\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a: <\/strong>\u062a\u0631\u062a\u06cc\u0628 \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0627\u06cc\u062f \u0642\u0627\u0628\u0644 \u067e\u06cc\u0634\u200c\u0628\u06cc\u0646\u06cc \u0648 \u0645\u0646\u0637\u0642\u06cc \u0628\u0627\u0634\u062f \u062a\u0627 \u06a9\u0627\u0631\u0628\u0631 \u0628\u062a\u0648\u0627\u0646\u062f \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u06cc\u0646 \u0628\u062e\u0634\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0646\u0645\u0648\u062f\u0627\u0631 \u0631\u0627 \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0628\u0641\u0647\u0645\u062f.<\/li>\n\n\n\n<li><strong>\u0627\u0646\u062f\u0627\u0632\u0647 \u0648 \u0634\u06a9\u0644: <\/strong>\u0627\u0646\u062f\u0627\u0632\u0647 \u0639\u0646\u0627\u0635\u0631 \u0628\u0635\u0631\u06cc \u0645\u0627\u0646\u0646\u062f \u0646\u0642\u0627\u0637\u060c \u062d\u0628\u0627\u0628\u200c\u0647\u0627 \u06cc\u0627 \u0628\u062e\u0634\u200c\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0627\u0647\u0645\u06cc\u062a \u06cc\u0627 \u0645\u0642\u062f\u0627\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0628\u0647\u062a\u0631 \u0646\u0634\u0627\u0646 \u062f\u0647\u062f. \u0627\u06cc\u0646 \u0648\u06cc\u0698\u06af\u06cc \u0628\u0627\u06cc\u062f \u0645\u062a\u0646\u0627\u0633\u0628 \u0628\u0627 \u0645\u0642\u062f\u0627\u0631 \u0648\u0627\u0642\u0639\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0648\u062f.<\/li>\n\n\n\n<li><strong>\u0645\u062a\u0646 \u0648 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a: <\/strong>\u0639\u0646\u0648\u0627\u0646\u200c\u0647\u0627\u060c \u0628\u0631\u0686\u0633\u0628\u200c\u0647\u0627 \u0648 \u062a\u0648\u0636\u06cc\u062d\u0627\u062a \u0644\u0627\u0632\u0645 \u0627\u0633\u062a \u0641\u0642\u0637 \u0628\u0631\u0627\u06cc \u0631\u0648\u0634\u0646\u200c\u062a\u0631 \u06a9\u0631\u062f\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0645\u0647\u0645 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0648\u0646\u062f. \u0645\u062a\u0646 \u0632\u06cc\u0627\u062f\u060c \u0628\u0627\u0639\u062b \u0634\u0644\u0648\u063a\u06cc \u0646\u0645\u0648\u062f\u0627\u0631 \u0648 \u06a9\u0645 \u0634\u062f\u0646 \u062a\u0645\u0631\u06a9\u0632 \u0645\u062e\u0627\u0637\u0628 \u062e\u0648\u0627\u0647\u062f \u0634\u062f.<\/li>\n\n\n\n<li><strong>\u062a\u0648\u062c\u0647 \u0628\u0647 \u0645\u062e\u0627\u0637\u0628 \u0647\u062f\u0641:<\/strong> \u0642\u0628\u0644 \u0627\u0632 \u0637\u0631\u0627\u062d\u06cc \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u0628\u0627\u06cc\u062f \u0645\u0634\u062e\u0635 \u0628\u0627\u0634\u062f \u0645\u062e\u0627\u0637\u0628 \u0686\u0647 \u06a9\u0633\u06cc \u0627\u0633\u062a\u060c \u0686\u0647 \u0633\u0648\u0627\u0644\u0627\u062a\u06cc \u062f\u0627\u0631\u062f \u0648 \u062f\u0646\u0628\u0627\u0644 \u0686\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u06cc \u0627\u0633\u062a. \u06cc\u06a9 \u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u0646\u0627\u0633\u0628 \u0628\u0627\u06cc\u062f \u0628\u062a\u0648\u0627\u0646\u062f \u067e\u0627\u0633\u062e \u0645\u0648\u0631\u062f \u0646\u06cc\u0627\u0632 \u0645\u062e\u0627\u0637\u0628 \u0631\u0627 \u0633\u0631\u06cc\u0639 \u0628\u062f\u0647\u062f.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u0627\u0634\u062a\u0628\u0627\u0647\u0627\u062a \u0631\u0627\u06cc\u062c \u062f\u0631 \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647<\/h2>\n\n\n\n<p>\u062d\u062a\u06cc \u0627\u06af\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062f\u0642\u06cc\u0642 \u0628\u0627\u0634\u0646\u062f\u060c \u0627\u0634\u062a\u0628\u0627\u0647 \u062f\u0631 \u0637\u0631\u0627\u062d\u06cc \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0627\u0639\u062b \u0628\u0631\u062f\u0627\u0634\u062a \u0646\u0627\u062f\u0631\u0633\u062a \u0627\u0632 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0634\u0648\u062f. \u0631\u0627\u06cc\u062c\u200c\u062a\u0631\u06cc\u0646 \u062e\u0637\u0627\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0647\u0646\u06af\u0627\u0645 \u0637\u0631\u0627\u062d\u06cc \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627 \u0648 \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0631\u062e \u0645\u06cc\u200c\u062f\u0647\u0646\u062f \u0639\u0628\u0627\u0631\u062a\u0646\u062f \u0627\u0632:<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"748\" height=\"478\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/data-as-visual-language-conclusion.webp\" alt=\"\u0646\u0645\u0627\u06cc\u0634 \u0645\u0641\u0647\u0648\u0645 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0647\u200c\u0639\u0646\u0648\u0627\u0646 \u06cc\u06a9 \u0632\u0628\u0627\u0646 \u0628\u0635\u0631\u06cc \u06a9\u0647 \u0628\u0627 \u06a9\u0645\u06a9 \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0628\u0647 \u0627\u0646\u0633\u0627\u0646\u200c\u0647\u0627 \u062f\u0631 \u062a\u062d\u0644\u06cc\u0644 \u0627\u0644\u06af\u0648\u0647\u0627\u060c \u06a9\u0634\u0641 \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u062a \u0648 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc \u0628\u0647\u062a\u0631 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f.\" class=\"wp-image-26357\" srcset=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/data-as-visual-language-conclusion.webp 748w, https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/data-as-visual-language-conclusion-300x192.webp 300w\" sizes=\"(max-width: 748px) 100vw, 748px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u062a\u062d\u0631\u06cc\u0641 \u0645\u0642\u06cc\u0627\u0633 \u0646\u0645\u0648\u062f\u0627\u0631:<\/strong> \u0627\u0646\u062a\u062e\u0627\u0628 \u0645\u0642\u06cc\u0627\u0633 \u0646\u0627\u0645\u0646\u0627\u0633\u0628 \u0628\u0631\u0627\u06cc \u0645\u062d\u0648\u0631\u0647\u0627\u06cc \u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0627\u062e\u062a\u0644\u0627\u0641 \u0645\u06cc\u0627\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0628\u06cc\u0634 \u0627\u0632 \u062d\u062f \u0628\u0632\u0631\u06af \u06cc\u0627 \u06a9\u0648\u0686\u06a9 \u0646\u0645\u0627\u06cc\u0634 \u062f\u0647\u062f. \u0627\u06cc\u0646 \u0645\u0648\u0636\u0648\u0639 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0631\u062f\u0627\u0634\u062a \u0645\u062e\u0627\u0637\u0628 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u062a\u063a\u06cc\u06cc\u0631 \u062f\u0647\u062f \u0648 \u062f\u0631\u06a9 \u0646\u0627\u062f\u0631\u0633\u062a\u06cc \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u062f.<\/li>\n\n\n\n<li><strong>\u0646\u0645\u0627\u06cc\u0634 \u0631\u0627\u0628\u0637\u0647\u200c\u0647\u0627\u06cc \u0627\u0634\u062a\u0628\u0627\u0647 \u0628\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627:<\/strong> \u0648\u062c\u0648\u062f \u0647\u0645\u0628\u0633\u062a\u06af\u06cc \u0628\u06cc\u0646 \u062f\u0648 \u0645\u062a\u063a\u06cc\u0631 \u0647\u0645\u06cc\u0634\u0647 \u0628\u0647 \u0645\u0639\u0646\u06cc \u0648\u062c\u0648\u062f \u0631\u0627\u0628\u0637\u0647 \u0639\u0644\u062a \u0648 \u0645\u0639\u0644\u0648\u0644\u06cc \u0646\u06cc\u0633\u062a. \u0627\u06af\u0631 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627 \u0627\u06cc\u0646 \u062a\u0641\u0627\u0648\u062a \u0631\u0627 \u062f\u0631\u0633\u062a \u0646\u0634\u0627\u0646 \u0646\u062f\u0647\u0646\u062f\u060c \u0645\u062e\u0627\u0637\u0628 \u0645\u0645\u06a9\u0646 \u0627\u0633\u062a \u0646\u062a\u06cc\u062c\u0647\u200c\u06af\u06cc\u0631\u06cc \u0627\u0634\u062a\u0628\u0627\u0647\u06cc \u062f\u0631\u0628\u0627\u0631\u0647 \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062f\u0627\u0634\u062a\u0647 \u0628\u0627\u0634\u062f.<\/li>\n\n\n\n<li><strong>\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u063a\u06cc\u0631\u0636\u0631\u0648\u0631\u06cc \u0627\u0632 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc<\/strong>: \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0633\u0647\u200c\u0628\u0639\u062f\u06cc \u0627\u063a\u0644\u0628 \u0628\u0627\u0639\u062b \u062a\u062d\u0631\u06cc\u0641 \u0627\u0646\u062f\u0627\u0632\u0647 \u0648 \u0641\u0627\u0635\u0644\u0647 \u0639\u0646\u0627\u0635\u0631 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f \u0648 \u0645\u0642\u0627\u06cc\u0633\u0647 \u0645\u0642\u0627\u062f\u06cc\u0631 \u0631\u0627 \u0633\u062e\u062a\u200c\u062a\u0631 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u062f\u0631 \u0628\u06cc\u0634\u062a\u0631 \u0645\u0648\u0627\u0631\u062f\u060c \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u062f\u0648\u0628\u0639\u062f\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u062f\u0642\u06cc\u0642\u200c\u062a\u0631 \u0648 \u062e\u0648\u0627\u0646\u0627\u062a\u0631 \u0646\u0634\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u0646\u062f.<\/li>\n\n\n\n<li><strong>\u0646\u0645\u0627\u06cc\u0634 \u0628\u06cc\u0634 \u0627\u0632 \u062d\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627 (Overplotting): <\/strong>\u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0646 \u062a\u0639\u062f\u0627\u062f \u0632\u06cc\u0627\u062f\u06cc \u0646\u0642\u0637\u0647 \u06cc\u0627 \u0639\u0646\u0635\u0631 \u062f\u0631 \u06cc\u06a9 \u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u0628\u0627\u0639\u062b \u0647\u0645\u200c\u067e\u0648\u0634\u0627\u0646\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0648 \u0633\u0631\u062f\u0631\u06af\u0645\u06cc \u0634\u0648\u062f. \u062f\u0631 \u0686\u0646\u06cc\u0646 \u0634\u0631\u0627\u06cc\u0637\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0641\u06cc\u0644\u062a\u0631\u060c \u06af\u0631\u0648\u0647\u200c\u0628\u0646\u062f\u06cc \u06cc\u0627 \u062e\u0644\u0627\u0635\u0647\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0645\u0639\u0645\u0648\u0644\u0627 \u0628\u0647\u062a\u0631 \u0646\u062a\u06cc\u062c\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f.<\/li>\n\n\n\n<li><strong>\u0646\u0627\u062f\u06cc\u062f\u0647 \u06af\u0631\u0641\u062a\u0646 \u062f\u0633\u062a\u0631\u0633\u200c\u067e\u0630\u06cc\u0631\u06cc<\/strong>: \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u0631\u0646\u06af\u200c\u0647\u0627\u06cc\u06cc \u06a9\u0647 \u0628\u0631\u0627\u06cc \u0627\u0641\u0631\u0627\u062f \u062f\u0627\u0631\u0627\u06cc \u06a9\u0648\u0631\u0631\u0646\u06af\u06cc \u0642\u0627\u0628\u0644 \u062a\u0634\u062e\u06cc\u0635 \u0646\u06cc\u0633\u062a\u0646\u062f \u06cc\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u0627\u0646\u062f\u0627\u0632\u0647 \u0646\u0627\u0645\u0646\u0627\u0633\u0628 \u0628\u0631\u0627\u06cc \u0645\u062a\u0646 \u0648 \u0628\u0631\u0686\u0633\u0628\u200c\u0647\u0627\u060c \u062f\u0631\u06a9 \u0645\u0637\u0644\u0628 \u0631\u0627 \u0628\u0631\u0627\u06cc \u0628\u0639\u0636\u06cc \u0645\u062e\u0627\u0637\u0628\u0627\u0646 \u0633\u062e\u062a \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0631\u0639\u0627\u06cc\u062a \u0627\u0635\u0648\u0644 \u062f\u0633\u062a\u0631\u0633\u200c\u067e\u0630\u06cc\u0631\u06cc \u0628\u0627\u0639\u062b \u0645\u06cc\u200c\u0634\u0648\u062f \u0646\u0645\u0648\u062f\u0627\u0631 \u0628\u0631\u0627\u06cc \u0627\u0641\u0631\u0627\u062f \u0628\u06cc\u0634\u062a\u0631\u06cc \u0642\u0627\u0628\u0644 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0628\u0627\u0634\u062f.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u06a9\u062f\u0627\u0645\u200c\u0627\u0646\u062f\u061f<\/h2>\n\n\n\n<p>\u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u060c \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062e\u0627\u0645 \u0631\u0627 \u0628\u0647 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u060c \u0646\u0642\u0634\u0647\u200c\u0647\u0627\u060c \u062f\u0627\u0634\u0628\u0648\u0631\u062f\u0647\u0627 \u0648 \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627\u06cc \u0628\u0635\u0631\u06cc \u062a\u0628\u062f\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f. \u0628\u0647 \u06a9\u0645\u06a9 \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646 \u0627\u0644\u06af\u0648\u0647\u0627\u060c \u0631\u0648\u0646\u062f\u0647\u0627 \u0648 \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u062a \u067e\u0646\u0647\u0627\u0646 \u062f\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u06a9\u0631\u062f \u0648 \u062a\u0635\u0645\u06cc\u0645\u200c\u0647\u0627\u06cc \u062f\u0642\u06cc\u0642\u200c\u062a\u0631\u06cc \u06af\u0631\u0641\u062a.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"748\" height=\"478\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/best-data-visualization-tools.webp\" alt=\"\u0645\u0639\u0631\u0641\u06cc \u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0634\u0627\u0645\u0644 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631\u0647\u0627 \u0648 \u067e\u0644\u062a\u0641\u0631\u0645\u200c\u0647\u0627\u06cc\u06cc \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0646\u0645\u0648\u062f\u0627\u0631\u060c \u062f\u0627\u0634\u0628\u0648\u0631\u062f\u060c \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644\u06cc \u0648 \u0646\u0645\u0627\u06cc\u0634 \u0628\u0635\u0631\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627.\" class=\"wp-image-26350\" srcset=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/best-data-visualization-tools.webp 748w, https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/best-data-visualization-tools-300x192.webp 300w\" sizes=\"(max-width: 748px) 100vw, 748px\" \/><\/figure>\n\n\n\n<p><br>\u0627\u0646\u062a\u062e\u0627\u0628 \u0628\u0647\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0628\u0647 \u0646\u06cc\u0627\u0632 \u06a9\u0627\u0631\u0628\u0631\u060c \u0646\u0648\u0639 \u062f\u0627\u062f\u0647\u060c \u0645\u06cc\u0632\u0627\u0646 \u062a\u062e\u0635\u0635 \u0648 \u0647\u062f\u0641 \u067e\u0631\u0648\u0698\u0647 \u0628\u0633\u062a\u06af\u06cc \u062f\u0627\u0631\u062f. \u0628\u0639\u0636\u06cc \u0627\u0628\u0632\u0627\u0631\u0647\u0627 \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644\u200c\u0647\u0627\u06cc \u062d\u0631\u0641\u0647\u200c\u0627\u06cc \u0648 \u0633\u0627\u0632\u0645\u0627\u0646\u06cc \u0645\u0646\u0627\u0633\u0628\u0646\u062f \u0648 \u0628\u0639\u0636\u06cc \u062f\u06cc\u06af\u0631 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a\u0646 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0633\u0627\u062f\u0647 \u0648 \u0633\u0631\u06cc\u0639 \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0627\u0631\u0646\u062f.<\/p>\n\n\n\n<p>\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u062f\u0631 \u062c\u062f\u0648\u0644 \u0632\u06cc\u0631 \u0627\u0646\u0648\u0627\u0639 \u0627\u0628\u0632\u0627\u0631 \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0631\u0627 \u0645\u0634\u0627\u0647\u062f\u0647 \u0648 \u0628\u0627 \u06cc\u06a9\u062f\u06cc\u06af\u0631 \u0645\u0642\u0627\u06cc\u0633\u0647 \u06a9\u0646\u06cc\u062f:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th class=\"has-text-align-center\" data-align=\"center\"><strong>\u0627\u0628\u0632\u0627\u0631<\/strong><\/th><th><strong>\u06a9\u0627\u0631\u0628\u0631\u062f \u0627\u0635\u0644\u06cc<\/strong><\/th><th><strong>\u0633\u0637\u062d \u0627\u0633\u062a\u0641\u0627\u062f\u0647<\/strong><\/th><\/tr><\/thead><tbody><tr><td class=\"has-text-align-center\" data-align=\"center\">Tableau<\/td><td>\u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0648 \u062f\u0627\u0634\u0628\u0648\u0631\u062f\u0647\u0627\u06cc \u062d\u0631\u0641\u0647\u200c\u0627\u06cc<\/td><td>\u067e\u06cc\u0634\u0631\u0641\u062a\u0647<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Power BI<\/td><td>\u0647\u0648\u0634 \u062a\u062c\u0627\u0631\u06cc \u0648 \u06af\u0632\u0627\u0631\u0634\u200c\u06af\u06cc\u0631\u06cc<\/td><td>\u0645\u062a\u0648\u0633\u0637 \u062a\u0627 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Qlik Sense<\/td><td>\u062a\u062d\u0644\u06cc\u0644 \u062a\u0639\u0627\u0645\u0644\u06cc \u062f\u0627\u062f\u0647<\/td><td>\u067e\u06cc\u0634\u0631\u0641\u062a\u0647<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Looker<\/td><td>\u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0633\u0627\u0632\u0645\u0627\u0646\u06cc<\/td><td>\u067e\u06cc\u0634\u0631\u0641\u062a\u0647<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Excel<\/td><td>\u0646\u0645\u0648\u062f\u0627\u0631 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0633\u0627\u062f\u0647<\/td><td>\u0645\u0628\u062a\u062f\u06cc \u062a\u0627 \u0645\u062a\u0648\u0633\u0637<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Domo<\/td><td>\u062f\u0627\u0634\u0628\u0648\u0631\u062f \u0645\u062f\u06cc\u0631\u06cc\u062a\u06cc<\/td><td>\u0645\u062a\u0648\u0633\u0637 \u062a\u0627 \u067e\u06cc\u0634\u0631\u0641\u062a\u0647<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Datawrapper<\/td><td>\u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0633\u0631\u06cc\u0639 \u0622\u0646\u0644\u0627\u06cc\u0646<\/td><td>\u0645\u0628\u062a\u062f\u06cc<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Google Charts<\/td><td>\u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u062a\u062d\u062a \u0648\u0628<\/td><td>\u0645\u0628\u062a\u062f\u06cc \u062a\u0627 \u0645\u062a\u0648\u0633\u0637<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Yellowfin<\/td><td>\u0647\u0648\u0634 \u062a\u062c\u0627\u0631\u06cc \u0648 \u06af\u0632\u0627\u0631\u0634\u200c\u06af\u06cc\u0631\u06cc<\/td><td>\u0645\u062a\u0648\u0633\u0637<\/td><\/tr><tr><td class=\"has-text-align-center\" data-align=\"center\">Visme<\/td><td>\u0627\u06cc\u0646\u0641\u0648\u06af\u0631\u0627\u0641\u06cc\u06a9 \u0648 \u0637\u0631\u0627\u062d\u06cc \u0628\u0635\u0631\u06cc<\/td><td><br>\u0645\u0628\u062a\u062f\u06cc<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Tableau<\/strong>: \u06cc\u06a9\u06cc \u0627\u0632 \u0642\u062f\u0631\u062a\u0645\u0646\u062f\u062a\u0631\u06cc\u0646 \u0648 \u0645\u062d\u0628\u0648\u0628\u200c\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0627\u0645\u06a9\u0627\u0646 \u0627\u062a\u0635\u0627\u0644 \u0628\u0647 \u0645\u0646\u0627\u0628\u0639 \u0645\u062e\u062a\u0644\u0641 \u062f\u0627\u062f\u0647 \u0648 \u0633\u0627\u062e\u062a \u0627\u0646\u0648\u0627\u0639 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u060c \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627 \u0648 \u062f\u0627\u0634\u0628\u0648\u0631\u062f\u0647\u0627\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f. Tableau \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644\u200c\u0647\u0627\u06cc \u062a\u062c\u0627\u0631\u06cc\u060c \u0628\u0631\u0631\u0633\u06cc \u0631\u0648\u0646\u062f\u0647\u0627 \u0648 \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u067e\u06cc\u0686\u06cc\u062f\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f \u0632\u06cc\u0627\u062f\u06cc \u062f\u0627\u0631\u062f. \u0628\u0647 \u062e\u0627\u0637\u0631 \u0631\u0627\u0628\u0637 \u06a9\u0627\u0631\u0628\u0631\u06cc \u0633\u0627\u062f\u0647\u060c \u0628\u0631\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u0647\u0627\u06cc \u062d\u0631\u0641\u0647\u200c\u0627\u06cc \u0648 \u0645\u0628\u062a\u062f\u06cc \u0642\u0627\u0628\u0644\u200c\u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0633\u062a.<\/li>\n\n\n\n<li><strong>Microsoft Power BI<\/strong>: \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0637\u0631\u062d \u0647\u0648\u0634 \u062a\u062c\u0627\u0631\u06cc \u0634\u0631\u06a9\u062a \u0645\u0627\u06cc\u06a9\u0631\u0648\u0633\u0627\u0641\u062a \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u060c \u0633\u0627\u062e\u062a \u06af\u0632\u0627\u0631\u0634 \u0648 \u0627\u06cc\u062c\u0627\u062f \u062f\u0627\u0634\u0628\u0648\u0631\u062f\u0647\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0642\u0627\u0628\u0644\u06cc\u062a \u0627\u062a\u0635\u0627\u0644 \u0628\u0647 \u0645\u0646\u0627\u0628\u0639 \u0645\u062e\u062a\u0644\u0641 \u062f\u0627\u062f\u0647 \u0631\u0627 \u062f\u0627\u0631\u062f. \u0628\u0647 \u062e\u0627\u0637\u0631 \u0647\u0645\u0627\u0647\u0646\u06af\u06cc \u0628\u0627 \u0645\u062d\u0635\u0648\u0644\u0627\u062a \u0645\u0627\u06cc\u06a9\u0631\u0648\u0633\u0627\u0641\u062a \u0645\u062b\u0644 Excel\u060c \u062f\u0631 \u062e\u06cc\u0644\u06cc \u0627\u0632 \u0633\u0627\u0632\u0645\u0627\u0646\u200c\u0647\u0627 \u0645\u0648\u0631\u062f \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u06af\u06cc\u0631\u062f.<\/li>\n\n\n\n<li><strong>Qlik Sense<\/strong>: \u06cc\u06a9 \u067e\u0644\u062a\u0641\u0631\u0645 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0648 \u0647\u0648\u0634 \u062a\u062c\u0627\u0631\u06cc \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0647\u0627 \u0627\u0645\u06a9\u0627\u0646 \u0645\u06cc\u200c\u062f\u0647\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0627\u0632 \u0632\u0648\u0627\u06cc\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0628\u0631\u0631\u0633\u06cc \u06a9\u0646\u0646\u062f. \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u062f\u0627\u0634\u0628\u0648\u0631\u062f\u0647\u0627\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc\u060c \u062a\u062d\u0644\u06cc\u0644\u200c\u0647\u0627\u06cc \u067e\u06cc\u0634\u0631\u0641\u062a\u0647 \u0648 \u06a9\u0634\u0641 \u0627\u0631\u062a\u0628\u0627\u0637\u0627\u062a \u0645\u06cc\u0627\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u062f\u0631 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631\u0647\u0627\u06cc \u0645\u062a\u0648\u0633\u0637 \u0648 \u0628\u0632\u0631\u06af \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/li>\n\n\n\n<li><strong>Looker<\/strong>: \u0627\u06cc\u0646 \u0647\u0645 \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0634\u0631\u06a9\u062a \u06af\u0648\u06af\u0644 \u0627\u0633\u062a. \u0627\u0632 Looker \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0633\u0627\u0632\u0645\u0627\u0646\u06cc \u0648 \u0633\u0627\u062e\u062a \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627\u06cc \u062d\u0631\u0641\u0647\u200c\u0627\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0628\u0647 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631\u0647\u0627 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0645\u062f\u0644\u200c\u0633\u0627\u0632\u06cc \u06a9\u0646\u0646\u062f \u0648 \u0645\u0639\u06cc\u0627\u0631\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 \u0631\u0627 \u062f\u0631 \u0642\u0627\u0644\u0628 \u062f\u0627\u0634\u0628\u0648\u0631\u062f\u0647\u0627\u06cc \u0642\u0627\u0628\u0644\u200c\u0641\u0647\u0645 \u0646\u0634\u0627\u0646 \u062f\u0647\u0646\u062f.<\/li>\n\n\n\n<li><strong>Microsoft Excel<\/strong>: \u06cc\u06a9\u06cc \u0627\u0632 \u062f\u0631 \u062f\u0633\u062a\u0631\u0633\u200c\u062a\u0631\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0648 \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 Excel \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0646\u0631\u0645\u200c\u0627\u0641\u0632\u0627\u0631 \u0639\u0644\u0627\u0648\u0647 \u0628\u0631 \u0627\u06cc\u062c\u0627\u062f \u062c\u062f\u0648\u0644\u060c \u0627\u0645\u06a9\u0627\u0646 \u0633\u0627\u062e\u062a \u0627\u0646\u0648\u0627\u0639 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u060c \u062a\u062d\u0644\u06cc\u0644 \u0622\u0645\u0627\u0631\u06cc \u0648 \u0646\u0645\u0627\u06cc\u0634 \u0628\u0635\u0631\u06cc \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06a9\u0633\u0644 \u0628\u0631\u0627\u06cc \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0633\u0627\u062f\u0647 \u0648 \u0645\u062a\u0648\u0633\u0637 \u0645\u0646\u0627\u0633\u0628 \u0627\u0633\u062a\u060c \u0627\u0645\u0627 \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u062d\u062c\u0645 \u0632\u06cc\u0627\u062f\u06cc \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0646\u0633\u0628\u062a \u0628\u0647 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062a\u062e\u0635\u0635\u06cc \u0645\u062d\u062f\u0648\u062f\u06cc\u062a\u200c\u0647\u0627\u06cc\u06cc \u062f\u0627\u0631\u062f.<\/li>\n\n\n\n<li><strong>Domo<\/strong>: \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0628\u0632\u0627\u0631 \u0647\u0648\u0634 \u062a\u062c\u0627\u0631\u06cc \u0648 \u062f\u0627\u0634\u0628\u0648\u0631\u062f \u0645\u062f\u06cc\u0631\u06cc\u062a\u06cc Domo \u0646\u0627\u0645 \u062f\u0627\u0631\u062f. \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0627\u0645\u06a9\u0627\u0646 \u0645\u0634\u0627\u0647\u062f\u0647 \u0648 \u062a\u062d\u0644\u06cc\u0644 \u0644\u062d\u0638\u0647\u200c\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631 \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u0632 \u0622\u0646 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627\u06cc \u062e\u0648\u062f\u06a9\u0627\u0631\u060c \u067e\u0627\u06cc\u0634 \u0634\u0627\u062e\u0635\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f (KPI) \u0648 \u062f\u0633\u062a\u0631\u0633\u06cc \u0633\u0631\u06cc\u0639 \u0645\u062f\u06cc\u0631\u0627\u0646 \u0628\u0647 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/li>\n\n\n\n<li><strong>Datawrapper<\/strong>: \u0627\u06af\u0631 \u0628\u0647 \u062f\u0646\u0628\u0627\u0644 \u0627\u0628\u0632\u0627\u0631 \u0622\u0646\u0644\u0627\u06cc\u0646 \u0633\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0646\u0645\u0648\u062f\u0627\u0631\u060c \u062c\u062f\u0648\u0644 \u0648 \u0646\u0642\u0634\u0647\u200c\u0647\u0627\u06cc \u062f\u0627\u062f\u0647 \u0647\u0633\u062a\u06cc\u062f Datawrapper \u06a9\u0645\u06a9\u200c\u062a\u0627\u0646 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0628\u06cc\u0634\u062a\u0631 \u0628\u0631\u0627\u06cc \u062e\u0628\u0631\u0646\u06af\u0627\u0631\u0627\u060c \u062a\u0648\u0644\u06cc\u062f\u06a9\u0646\u0646\u062f\u06af\u0627\u0646 \u0645\u062d\u062a\u0648\u0627 \u0648 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646\u06cc \u0645\u0646\u0627\u0633\u0628 \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u0646\u062f \u0628\u062f\u0648\u0646 \u062f\u0627\u0646\u0634 \u0641\u0646\u06cc\u060c \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u062c\u0630\u0627\u0628 \u0648 \u0642\u0627\u0628\u0644\u200c\u0641\u0647\u0645 \u0627\u06cc\u062c\u0627\u062f \u06a9\u0646\u0646\u062f.<\/li>\n\n\n\n<li><strong>Google Charts<\/strong>: \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0628\u0632\u0627\u0631 \u0631\u0627\u06cc\u06af\u0627\u0646 \u062a\u062d\u062a \u0648\u0628 \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0645\u062e\u062a\u0644\u0641 Google Charts \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0628\u0627 \u0633\u0631\u0648\u06cc\u0633\u200c\u0647\u0627\u06cc\u06cc \u0645\u062b\u0644 Google Sheets \u0647\u0645\u0627\u0647\u0646\u06af \u0645\u06cc\u200c\u0634\u0648\u062f \u0648 \u0628\u0631\u0627\u06cc \u0627\u06cc\u062c\u0627\u062f \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0633\u0627\u062f\u0647 \u0648 \u0642\u0627\u0628\u0644\u200c\u0627\u0634\u062a\u0631\u0627\u06a9\u200c\u06af\u0630\u0627\u0631\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0627\u0631\u062f.<\/li>\n\n\n\n<li><strong>Yellowfin<\/strong>: \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u06cc\u06a9 \u067e\u0644\u062a\u0641\u0631\u0645 \u0647\u0648\u0634 \u062a\u062c\u0627\u0631\u06cc \u0627\u0633\u062a \u06a9\u0647 \u062a\u0631\u06a9\u06cc\u0628\u06cc \u0627\u0632 \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u060c \u062f\u0627\u0634\u0628\u0648\u0631\u062f \u0648 \u0642\u0627\u0628\u0644\u06cc\u062a\u200c\u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u062e\u0648\u062f\u06a9\u0627\u0631 \u0627\u0631\u0627\u0626\u0647 \u0645\u06cc\u200c\u062f\u0647\u062f. \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u062a\u0627 \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc \u0628\u0633\u0627\u0632\u06cc\u062f. \u0639\u0644\u0627\u0648\u0647\u200c\u0628\u0631\u0627\u06cc\u0646 \u0627\u0645\u06a9\u0627\u0646 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0628\u0639\u0636\u06cc \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u0645\u0647\u0645 \u062f\u0631 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0631\u0627 \u0641\u0631\u0627\u0647\u0645 \u0645\u06cc\u200c\u06a9\u0646\u062f.<\/li>\n\n\n\n<li><strong>Visme<\/strong>: \u0627\u06af\u0631 \u06cc\u06a9 \u0627\u0628\u0632\u0627\u0631 \u0637\u0631\u0627\u062d\u06cc \u0628\u0635\u0631\u06cc \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u0627\u06cc\u0646\u0641\u0648\u06af\u0631\u0627\u0641\u06cc\u06a9\u060c \u0627\u0631\u0627\u0626\u0647\u200c\u0647\u0627 \u0648 \u0645\u062d\u062a\u0648\u0627\u06cc \u06af\u0631\u0627\u0641\u06cc\u06a9\u06cc \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u06cc\u062f\u060c Visme \u0627\u0646\u062a\u062e\u0627\u0628 \u062e\u0648\u0628\u06cc \u0627\u0633\u062a \u0648 \u0686\u0648\u0646 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u0642\u0627\u0644\u0628\u200c\u0647\u0627\u060c \u0622\u06cc\u06a9\u0648\u0646\u200c\u0647\u0627 \u0648 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627 \u0631\u0627 \u062f\u0631 \u0627\u062e\u062a\u06cc\u0627\u0631\u062a\u0627\u0646 \u0642\u0631\u0627\u0631 \u0645\u06cc\u200c\u062f\u0647\u062f. \u0627\u06cc\u0646 \u0627\u0628\u0632\u0627\u0631 \u0628\u0631\u0627\u06cc \u062a\u0648\u0644\u06cc\u062f \u0645\u062d\u062a\u0648\u0627\u06cc \u0628\u0635\u0631\u06cc \u062c\u0630\u0627\u0628 \u0645\u0646\u0627\u0633\u0628 \u0627\u0633\u062a\u060c \u0627\u0645\u0627 \u0627\u0645\u06a9\u0627\u0646\u0627\u062a\u0634 \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c \u0645\u062d\u062f\u0648\u062f\u062a\u0631 \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062a\u062e\u0635\u0635\u06cc \u0645\u062b\u0644 Tableau \u0648 Power BI \u0627\u0633\u062a.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"> \u062a\u0641\u0627\u0648\u062a \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0628\u0627 \u0627\u06cc\u0646\u0641\u0648\u06af\u0631\u0627\u0641\u06cc\u06a9 \u0648 \u062f\u0627\u0634\u0628\u0648\u0631\u062f \u0686\u06cc\u0633\u062a\u061f<\/h2>\n\n\n\n<p>\u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u060c \u0627\u06cc\u0646\u0641\u0648\u06af\u0631\u0627\u0641\u06cc\u06a9 \u0648 \u062f\u0627\u0634\u0628\u0648\u0631\u062f \u0647\u0645\u06af\u06cc \u0627\u0632 \u0639\u0646\u0627\u0635\u0631 \u0628\u0635\u0631\u06cc \u0628\u0631\u0627\u06cc \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0646 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f\u060c \u0627\u0645\u0627 \u0647\u062f\u0641 \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f\u0634\u0627\u0646 \u0645\u062a\u0641\u0627\u0648\u062a \u0627\u0633\u062a.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"748\" height=\"478\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/data-visualization-vs-infographic-vs-dashboard.webp\" alt=\"\u0645\u0642\u0627\u06cc\u0633\u0647 \u062a\u0641\u0627\u0648\u062a \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u060c \u0627\u06cc\u0646\u0641\u0648\u06af\u0631\u0627\u0641\u06cc\u06a9 \u0648 \u062f\u0627\u0634\u0628\u0648\u0631\u062f \u0627\u0632 \u0646\u0638\u0631 \u0647\u062f\u0641\u060c \u0633\u0627\u062e\u062a\u0627\u0631\u060c \u0646\u062d\u0648\u0647 \u0646\u0645\u0627\u06cc\u0634 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0648 \u06a9\u0627\u0631\u0628\u0631\u062f \u062f\u0631 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u200c\u0647\u0627.\" class=\"wp-image-26351\" srcset=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/data-visualization-vs-infographic-vs-dashboard.webp 748w, https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/data-visualization-vs-infographic-vs-dashboard-300x192.webp 300w\" sizes=\"(max-width: 748px) 100vw, 748px\" \/><\/figure>\n\n\n\n<p>\u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0628\u06cc\u0634\u062a\u0631 \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0627\u0637\u0644\u0627\u0639\u0627\u062a\u060c \u067e\u06cc\u062f\u0627 \u06a9\u0631\u062f\u0646 \u0627\u0644\u06af\u0648\u0647\u0627 \u0648 \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0646 \u0631\u0648\u0627\u0628\u0637 \u0628\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f\u060c \u0627\u0645\u0627 \u0627\u06cc\u0646\u0641\u0648\u06af\u0631\u0627\u0641\u06cc\u06a9 \u0628\u0627 \u062a\u0631\u06a9\u06cc\u0628 \u0645\u062a\u0646\u060c \u062a\u0635\u0648\u06cc\u0631 \u0648 \u062f\u0627\u062f\u0647 \u062a\u0644\u0627\u0634 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0645\u0648\u0636\u0648\u0639\u06cc \u0631\u0627 \u0628\u0647 \u0634\u06a9\u0644 \u0633\u0627\u062f\u0647 \u0648 \u062c\u0630\u0627\u0628 \u0628\u0631\u0627\u06cc \u0645\u062e\u0627\u0637\u0628 \u062a\u0648\u0636\u06cc\u062d \u062f\u0647\u062f. <\/p>\n\n\n\n<p>\u062f\u0627\u0634\u0628\u0648\u0631\u062f \u0647\u0645 \u0645\u062c\u0645\u0648\u0639\u0647\u200c\u0627\u06cc \u0627\u0632 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u060c \u062c\u062f\u0648\u0644\u200c\u0647\u0627 \u0648 \u0634\u0627\u062e\u0635\u200c\u0647\u0627\u06cc \u0645\u0647\u0645 \u0627\u0633\u062a \u06a9\u0647 \u0628\u0631\u0627\u06cc \u067e\u0627\u06cc\u0634 \u0648\u0636\u0639\u06cc\u062a \u06cc\u06a9 \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631\u060c \u067e\u0631\u0648\u0698\u0647 \u06cc\u0627 \u0641\u0631\u0627\u06cc\u0646\u062f \u062f\u0631 \u06cc\u06a9 \u0635\u0641\u062d\u0647 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n\n\n\n<p>\u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u062f\u0642\u06cc\u0642 \u062a\u0641\u0627\u0648\u062a \u0645\u06cc\u0627\u0646 \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0648 \u0627\u06cc\u0646\u0641\u0648\u06af\u0631\u0627\u0641\u06cc\u06a9 \u0631\u0627 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\u0628\u0631\u062f\u0627\u0634\u062a \u0646\u0627\u062f\u0631\u0633\u062a \u0627\u0632 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0634\u0648\u062f.<br>\u062f\u0648\u0631\u0647 \u062a\u06a9\u0646\u06cc\u06a9\u200c\u0647\u0627\u06cc \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0628\u0631\u0627\u06cc \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u06cc\u0646 \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627 \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647\u200c \u0627\u0633\u062a. \u062f\u0631 \u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0627 \u0645\u0648\u0636\u0648\u0639\u0627\u062a\u06cc \u0645\u062b\u0644 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0622\u0634\u0646\u0627 \u0645\u06cc\u200c\u0634\u0648\u06cc\u062f:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0627\u0646\u062a\u062e\u0627\u0628 \u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u0646\u0627\u0633\u0628 \u0628\u0631\u0627\u06cc \u0647\u0631 \u0646\u0648\u0639 \u062f\u0627\u062f\u0647<\/li>\n\n\n\n<li>\u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u0646\u0627\u0645\u0646\u0627\u0633\u0628 \u0648 \u0627\u0634\u062a\u0628\u0627\u0647\u0627\u062a \u0631\u0627\u06cc\u062c<\/li>\n\n\n\n<li>\u062c\u0644\u0628 \u062a\u0648\u062c\u0647 \u0645\u062e\u0627\u0637\u0628 \u0628\u0627 \u0637\u0631\u0627\u062d\u06cc \u0628\u0647\u062a\u0631<\/li>\n\n\n\n<li>\u062a\u0641\u06a9\u0631 \u0645\u062b\u0644 \u06cc\u0647 \u0637\u0631\u0627\u062d \u062f\u0627\u062f\u0647<\/li>\n\n\n\n<li>\u062f\u0627\u0633\u062a\u0627\u0646\u200c\u0633\u0631\u0627\u06cc\u06cc \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627<\/li>\n\n\n\n<li>\u0628\u0631\u0631\u0633\u06cc \u0646\u0645\u0648\u0646\u0647\u200c\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc<\/li>\n<\/ul>\n\n\n\n<p class=\"has-text-align-center\"><a href=\"https:\/\/hamrah.academy\/course\/1121\/data-visualization-tools\/\">\u0645\u0633\u06cc\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0635\u0648\u0644 \u0648 \u062a\u06a9\u0646\u06cc\u06a9\u200c<\/a><\/p>\n\n\n\n<p>\u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0631\u0627\u06cc \u06a9\u0633\u0627\u0646\u06cc \u0645\u0646\u0627\u0633\u0628 \u0627\u0633\u062a \u06a9\u0647 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u0646\u062f \u06af\u0632\u0627\u0631\u0634\u200c\u0647\u0627 \u0648 \u0627\u0631\u0627\u0626\u0647\u200c\u0647\u0627\u06cc \u062f\u0627\u062f\u0647\u200c\u0645\u062d\u0648\u0631 \u062e\u0648\u062f\u0634\u0627\u0646 \u0631\u0627 \u062d\u0631\u0641\u0647\u200c\u0627\u06cc\u200c\u062a\u0631 \u06a9\u0646\u0646\u062f. \u0645\u062b\u0644\u0627 \u062a\u062d\u0644\u06cc\u0644\u200c\u06af\u0631\u0647\u0627\u060c \u062f\u0627\u0646\u0634\u062c\u0648\u0647\u0627\u060c \u0645\u062f\u06cc\u0631\u0627\u0646 \u0648 \u0627\u0641\u0631\u0627\u062f\u06cc \u06a9\u0647 \u0646\u06cc\u0627\u0632 \u062f\u0627\u0631\u0646\u062f \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u0628\u0647 \u0634\u06a9\u0644 \u0648\u0627\u0636\u062d \u0628\u0647 \u062f\u06cc\u06af\u0631\u0627\u0646 \u0645\u0646\u062a\u0642\u0644 \u06a9\u0646\u0646\u062f.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u0645\u0631\u062d\u0644\u0647 \u062f\u0648\u0645: \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc Tableau \u0628\u0631\u0627\u06cc \u0633\u0627\u062e\u062a \u062f\u0627\u0634\u0628\u0648\u0631\u062f\u0647\u0627\u06cc \u062d\u0631\u0641\u0647\u200c\u0627\u06cc<\/strong><\/h3>\n\n\n\n<p>\u0628\u0639\u062f \u0627\u0632 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0627\u0635\u0648\u0644 \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc\u060c \u0645\u0631\u062d\u0644\u0647 \u0628\u0639\u062f\u06cc \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0627\u0632 \u06cc\u0647 \u0627\u0628\u0632\u0627\u0631 \u062a\u062e\u0635\u0635\u06cc \u0628\u0631\u0627\u06cc \u0627\u062c\u0631\u0627\u06cc \u0627\u06cc\u0646 \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627 \u0627\u0633\u062a. Tableau \u06cc\u06a9\u06cc \u0627\u0632 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0634\u0646\u0627\u062e\u062a\u0647\u200c\u0634\u062f\u0647 \u062f\u0631 \u062d\u0648\u0632\u0647 \u0647\u0648\u0634 \u062a\u062c\u0627\u0631\u06cc (BI) \u0627\u0633\u062a \u06a9\u0647 \u0627\u0645\u06a9\u0627\u0646 \u0627\u062a\u0635\u0627\u0644 \u0628\u0647 \u0645\u0646\u0627\u0628\u0639 \u062f\u0627\u062f\u0647\u060c \u062a\u062d\u0644\u06cc\u0644 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0648 \u0633\u0627\u062e\u062a \u062f\u0627\u0634\u0628\u0648\u0631\u062f\u0647\u0627\u06cc \u062a\u0639\u0627\u0645\u0644\u06cc \u0631\u0627 \u0627\u06cc\u062c\u0627\u062f \u0645\u06cc\u200c\u06a9\u0646\u062f.<br>\u062f\u0648\u0631\u0647 \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0628\u0627 Tableau \u0628\u0647\u200c\u0635\u0648\u0631\u062a \u0639\u0645\u0644\u06cc \u0637\u0631\u0627\u062d\u06cc \u0634\u062f\u0647 \u0648 \u0634\u0631\u06a9\u062a\u200c\u06a9\u0646\u0646\u062f\u0647\u200c\u0647\u0627 \u062f\u0631 \u0622\u0646 \u0628\u0627 \u0645\u0648\u0627\u0631\u062f \u0632\u06cc\u0631 \u0622\u0634\u0646\u0627 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0622\u0634\u0646\u0627\u06cc\u06cc \u0628\u0627 \u0645\u062d\u06cc\u0637 Tableau<\/li>\n\n\n\n<li>\u0627\u062a\u0635\u0627\u0644 \u0628\u0647 \u0645\u0646\u0627\u0628\u0639 \u0645\u062e\u062a\u0644\u0641 \u062f\u0627\u062f\u0647<\/li>\n\n\n\n<li>\u0622\u0645\u0627\u062f\u0647\u200c\u0633\u0627\u0632\u06cc \u0648 \u067e\u0627\u06a9\u200c\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647\u200c\u0647\u0627<\/li>\n\n\n\n<li>\u0633\u0627\u062e\u062a \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627\u06cc \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc<\/li>\n\n\n\n<li>\u0637\u0631\u0627\u062d\u06cc \u062f\u0627\u0634\u0628\u0648\u0631\u062f\u0647\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a\u06cc<\/li>\n\n\n\n<li>\u0627\u06cc\u062c\u0627\u062f \u0634\u0627\u062e\u0635\u200c\u0647\u0627\u06cc \u06a9\u0644\u06cc\u062f\u06cc \u0639\u0645\u0644\u06a9\u0631\u062f (KPI)<\/li>\n\n\n\n<li>\u062a\u062d\u0644\u06cc\u0644 \u0631\u0648\u0646\u062f\u0647\u0627 \u0648 \u0627\u0644\u06af\u0648\u0647\u0627\u06cc \u062f\u0627\u062f\u0647<\/li>\n\n\n\n<li>\u062a\u0628\u062f\u06cc\u0644 \u062f\u0627\u062f\u0647 \u062e\u0627\u0645 \u0628\u0647 \u06af\u0632\u0627\u0631\u0634 \u0642\u0627\u0628\u0644 \u062a\u0635\u0645\u06cc\u0645\u200c\u06af\u06cc\u0631\u06cc<\/li>\n<\/ul>\n\n\n\n<p>\u0627\u06cc\u0646 \u062f\u0648\u0631\u0647 \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644\u200c\u06af\u0631\u0647\u0627\u06cc \u062f\u0627\u062f\u0647\u060c \u06a9\u0627\u0631\u0634\u0646\u0627\u0633\u0627\u0646 \u0647\u0648\u0634 \u062a\u062c\u0627\u0631\u06cc\u060c \u0645\u062f\u06cc\u0631\u0627\u0646 \u0645\u062d\u0635\u0648\u0644\u060c \u062a\u06cc\u0645\u200c\u0647\u0627\u06cc \u0645\u0627\u0644\u06cc \u0648 \u0628\u0627\u0632\u0627\u0631\u06cc\u0627\u0628\u06cc \u0648 \u0627\u0641\u0631\u0627\u062f\u06cc \u06a9\u0647 \u0645\u06cc\u200c\u062e\u0648\u0627\u0647\u0646\u062f \u0648\u0627\u0631\u062f \u062d\u0648\u0632\u0647 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0634\u0648\u0646\u062f\u060c \u0645\u0646\u0627\u0633\u0628 \u0627\u0633\u062a.<\/p>\n\n\n\n<p class=\"has-text-align-center\"><a href=\"https:\/\/hamrah.academy\/course\/3883\/data-visualization-and-analysis-with-tableau\/\">\u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0628\u0627 Tableau<\/a><\/p>\n\n\n\t<a class=\"abc-course-card abc-course-card--horizontal-default\" href=\"https:\/\/hamrah.academy\/course\/3883?utm_source=banner&#038;utm_medium=blog&#038;utm_campaign=article&#038;utm_ti&#038;utm_term=academy&#038;utm_content=article\" aria-label=\"View course: Course #\u06f3\u06f8\u06f8\u06f3\" data-course-id=\"3883\" data-course-title=\"Course #\u06f3\u06f8\u06f8\u06f3\">\n\t\t<div class=\"abc-course-card__image-wrap\">\n\t\t\t\t\t<\/div>\n\t\t<div class=\"abc-course-card__body\">\n\t\t\t\t\t\t\t<div class=\"abc-course-card__meta-row\">\n\t\t\t\t\t\t\t\t\t\t<span class=\"abc-course-card__category\" style=\"background-color:#6b7280\"><\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t<h3 class=\"abc-course-card__title \">Course #\u06f3\u06f8\u06f8\u06f3<\/h3>\n\t\t\t<div class=\"abc-course-card__meta-row\">\n\t\t\t\t\t\t\t\t\t<span>(\u06a9\u0645\u062a\u0631 \u0627\u0632 \u06f5 \u0631\u0627\u06cc)<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span><img decoding=\"async\" class=\"abc-course-card__icon\" src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/05\/svgexport-16.svg\" alt=\"\"> \u0646\u0627\u0645\u0634\u062e\u0635<\/span>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"abc-course-card__divider\" role=\"separator\" aria-hidden=\"true\"><\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"abc-course-card__price-row\">\n\t\t\t\t\t\t\t\t<div>\n\t\t\t\t\t<!-- \t\t\t\t\t<div class=\"abc-course-card__price\">\u0631\u0627\u06cc\u06af\u0627\u0646<\/div> -->\n\t\t\t\t\t<div class=\"abc-course-card__price\">\u0631\u0627\u06cc\u06af\u0627\u0646<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<span class=\"abc-course-card__more-btn\">\u0628\u06cc\u0634\u062a\u0631<\/span>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t<\/a>\n\t\n\n\n\n<h3 class=\"wp-block-heading\">\u0645\u0631\u062d\u0644\u0647 \u0633\u0648\u0645: \u062a\u0645\u0631\u06cc\u0646 \u0639\u0645\u0644\u06cc \u0648 \u0633\u0627\u062e\u062a \u067e\u0631\u0648\u0698\u0647 \u0648\u0627\u0642\u0639\u06cc<\/h3>\n\n\n\n<p>\u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0628\u062f\u0648\u0646 \u062a\u0645\u0631\u06cc\u0646 \u0639\u0645\u0644\u06cc \u06a9\u0627\u0645\u0644 \u0646\u0645\u06cc\u200c\u0634\u0648\u062f. \u062f\u0648\u0631\u0647 \u06a9\u0627\u0631\u06af\u0627\u0647 \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0628\u0627 Tableau\u060c \u0631\u0648\u06cc \u06a9\u0627\u0631 \u0628\u0627 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u0648 \u0633\u0627\u062e\u062a \u062f\u0627\u0634\u0628\u0648\u0631\u062f\u0647\u0627\u06cc \u067e\u0631\u06a9\u0627\u0631\u0628\u0631\u062f \u062a\u0645\u0631\u06a9\u0632 \u062f\u0627\u0631\u062f. \u0627\u06cc\u0646 \u0645\u0631\u062d\u0644\u0647 \u0628\u0647 \u0627\u0641\u0631\u0627\u062f \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0645\u0647\u0627\u0631\u062a\u200c\u0647\u0627\u06cc\u06cc \u0631\u0627 \u06a9\u0647 \u0622\u0645\u0648\u062e\u062a\u0647\u200c\u0627\u0646\u062f \u062f\u0631 \u067e\u0631\u0648\u0698\u0647\u200c\u0647\u0627\u06cc \u0648\u0627\u0642\u0639\u06cc \u06a9\u0633\u0628\u200c\u0648\u06a9\u0627\u0631 \u0628\u0647 \u06a9\u0627\u0631 \u0628\u06af\u06cc\u0631\u0646\u062f. \u062f\u0631 \u0627\u06cc\u0646 \u06a9\u0627\u0631\u06af\u0627\u0647 \u0634\u0631\u06a9\u062a\u200c\u06a9\u0646\u0646\u062f\u0647\u200c\u0647\u0627 \u06cc\u0627\u062f \u0645\u06cc\u200c\u06af\u06cc\u0631\u0646\u062f \u06a9\u0647:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0645 \u0631\u0627 \u0628\u0631\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u0622\u0645\u0627\u062f\u0647 \u06a9\u0646\u0646\u062f<\/li>\n\n\n\n<li>\u0646\u0645\u0627\u06cc\u0634 \u0645\u0646\u0627\u0633\u0628 \u0628\u0631\u0627\u06cc \u0647\u0631 \u0646\u0648\u0639 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627 \u0627\u0646\u062a\u062e\u0627\u0628 \u06a9\u0646\u0646\u062f<\/li>\n\n\n\n<li>\u062f\u0627\u0634\u0628\u0648\u0631\u062f\u0647\u0627\u06cc \u0645\u062f\u06cc\u0631\u06cc\u062a\u06cc \u0637\u0631\u0627\u062d\u06cc \u06a9\u0646\u0646\u062f<\/li>\n\n\n\n<li>\u0646\u062a\u0627\u06cc\u062c \u062a\u062d\u0644\u06cc\u0644 \u0631\u0627 \u0628\u0647 \u0634\u06a9\u0644 \u0642\u0627\u0628\u0644\u200c\u0641\u0647\u0645 \u0627\u0631\u0627\u0626\u0647 \u062f\u0647\u0646\u062f<\/li>\n<\/ul>\n\n\n\n<p class=\"has-text-align-center\"><a href=\"https:\/\/hamrah.academy\/course\/4033\/data-visualization-and-analysis-with-tableau-workshop\/\">\u06a9\u0627\u0631\u06af\u0627\u0647 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0628\u0627 Tableau<\/a><\/p>\n\n\n\n<p>\u0628\u0627 \u0637\u06cc \u06a9\u0631\u062f\u0646 \u0645\u0633\u06cc\u0631 \u06cc\u0627\u062f\u06af\u06cc\u0631\u06cc \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u0648 \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u0628\u0627 \u0622\u06a9\u0627\u062f\u0645\u06cc \u0647\u0645\u0631\u0627\u0647 \u0627\u0648\u0644\u060c \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u06cc\u062f \u0627\u0632 \u0646\u0645\u0627\u06cc\u0634 \u0633\u0627\u062f\u0647 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0628\u0647 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class=\"wp-block-heading\">\u06f1- \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u062f\u0642\u06cc\u0642\u0627 \u0686\u0647 \u06a9\u0645\u06a9\u06cc \u0628\u0647 \u062a\u062d\u0644\u06cc\u0644 \u0645\u06cc\u200c\u06a9\u0646\u062f\u061f<\/h3>\n\n\n\n<p>\u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0628\u0627 \u062a\u0628\u062f\u06cc\u0644 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u062e\u0627\u0645 \u0628\u0647 \u0646\u0645\u0648\u062f\u0627\u0631\u0647\u0627 \u0648 \u062a\u0635\u0627\u0648\u06cc\u0631 \u0642\u0627\u0628\u0644\u200c\u0641\u0647\u0645\u060c \u0628\u0647 \u0634\u0646\u0627\u0633\u0627\u06cc\u06cc \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u0627\u0644\u06af\u0648\u0647\u0627\u060c \u062a\u063a\u06cc\u06cc\u0631\u0627\u062a \u0648 \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f. \u0627\u06cc\u0646 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src=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/best-tools-to-start-data-visualization.webp\" alt=\"\u0645\u0639\u0631\u0641\u06cc \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u0645\u0646\u0627\u0633\u0628 \u0628\u0631\u0627\u06cc \u0634\u0631\u0648\u0639 \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0645\u0627\u0646\u0646\u062f Excel\u060c Power BI\u060c Tableau \u0648 \u0627\u0628\u0632\u0627\u0631\u0647\u0627\u06cc \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647 \u06a9\u0647 \u0628\u0647 \u06a9\u0627\u0631\u0628\u0631\u0627\u0646 \u062f\u0631 \u0646\u0645\u0627\u06cc\u0634 \u0628\u0647\u062a\u0631 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u0646\u062f.\" class=\"wp-image-26348\" srcset=\"https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/best-tools-to-start-data-visualization.webp 748w, https:\/\/hamrah.academy\/blog\/wp-content\/uploads\/2026\/08\/best-tools-to-start-data-visualization-300x192.webp 300w\" sizes=\"(max-width: 748px) 100vw, 748px\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u06f3- \u0686\u0647 \u0632\u0645\u0627\u0646\u06cc \u06cc\u06a9 \u0646\u0645\u0648\u062f\u0627\u0631 \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u06af\u0645\u0631\u0627\u0647\u200c\u06a9\u0646\u0646\u062f\u0647 \u0628\u0627\u0634\u062f\u061f<\/h3>\n\n\n\n<p>\u06cc\u06a9 \u0646\u0645\u0648\u062f\u0627\u0631 \u0648\u0642\u062a\u06cc \u0645\u06cc\u200c\u062a\u0648\u0627\u0646\u062f \u06af\u0645\u0631\u0627\u0647\u200c\u06a9\u0646\u0646\u062f\u0647 \u0628\u0627\u0634\u062f \u06a9\u0647 \u0646\u0648\u0639 \u0646\u0645\u0648\u062f\u0627\u0631 \u0628\u0631\u0627\u06cc \u0646\u0645\u0627\u06cc\u0634 \u062f\u0627\u062f\u0647\u060c \u062f\u0631\u0633\u062a \u0627\u0646\u062a\u062e\u0627\u0628 \u0646\u0634\u062f\u0647 \u0628\u0627\u0634\u062f. \u0686\u0648\u0646 \u0627\u06af\u0631 \u0645\u0642\u06cc\u0627\u0633\u200c\u0647\u0627 \u0635\u062d\u06cc\u062d \u0646\u0634\u0627\u0646 \u062f\u0627\u062f\u0647 \u0646\u0634\u0648\u0646\u062f\u060c \u06cc\u0627 \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0628\u06cc\u0634 \u0627\u0632 \u062d\u062f \u062f\u0631 \u0622\u0646 \u0642\u0631\u0627\u0631 \u0628\u06af\u06cc\u0631\u062f \u0648 \u0627\u0632 \u0631\u0646\u06af\u200c\u0647\u0627 \u0648 \u0637\u0631\u0627\u062d\u06cc \u0628\u0647 \u0634\u06a9\u0644 \u0646\u0627\u062f\u0631\u0633\u062a \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0634\u0648\u062f\u060c \u0628\u0627\u0639\u062b \u0628\u0631\u062f\u0627\u0634\u062a \u0627\u0634\u062a\u0628\u0627\u0647 \u0627\u0632 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0645\u06cc\u200c\u0634\u0648\u062f.<\/p>\n\n\n\n<p>\u0645\u0646\u0627\u0628\u0639:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.tableau.com\/visualization\/what-is-data-visualization\" target=\"_blank\" rel=\"noreferrer noopener\">tableau<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.statsilk.com\/blog\/real-difference-between-infographics-and-data-visualizations\" target=\"_blank\" rel=\"noreferrer noopener\">statsilk<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.geeksforgeeks.org\/data-analysis\/types-of-data-visualization\" target=\"_blank\" rel=\"noreferrer noopener\">geeksforgeeks<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.acceldata.io\/blog\/benefits-of-data-visualization-transforming-numbers-into-narratives#7-business-benefits-of-data-visualization\" target=\"_blank\" rel=\"noreferrer noopener\">acceldata<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.tableau.com\/visualization\/data-visualization-best-practices\" target=\"_blank\" rel=\"noreferrer noopener\">tableau<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/medium.com\/agoda-engineering\/10-common-data-visualization-mistakes-and-how-to-avoid-them-e3896fe8e104\" target=\"_blank\" rel=\"noreferrer noopener\">medium<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.coursera.org\/articles\/data-visualization-tools\" target=\"_blank\" rel=\"noreferrer noopener\">coursera<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u0628\u0647 \u0645\u0639\u0646\u06cc \u062a\u0628\u062f\u06cc\u0644 \u06a9\u0631\u062f\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627\u06cc \u062e\u0627\u0645 \u0628\u0647 \u0646\u0645\u0648\u062f\u0627\u0631\u060c \u0646\u0642\u0634\u0647\u060c \u062f\u0627\u0634\u0628\u0648\u0631\u062f \u0648 \u0646\u0645\u0627\u06cc\u0634\u200c\u0647\u0627\u06cc \u0628\u0635\u0631\u06cc \u062f\u06cc\u06af\u0631 \u0627\u0633\u062a. \u0627\u06cc\u0646 \u0631\u0648\u0634 \u06a9\u0645\u06a9 \u0645\u06cc\u200c\u06a9\u0646\u062f \u0627\u0637\u0644\u0627\u0639\u0627\u062a \u0631\u0627\u062d\u062a\u200c\u062a\u0631 \u062f\u0631\u06a9 \u0634\u0648\u0646\u062f \u0648 \u0627\u0644\u06af\u0648\u0647\u0627\u060c \u0631\u0648\u0646\u062f\u0647\u0627 \u0648 \u0627\u0631\u062a\u0628\u0627\u0637 \u0628\u06cc\u0646 \u062f\u0627\u062f\u0647\u200c\u0647\u0627 \u0633\u0631\u06cc\u0639\u200c\u062a\u0631 \u062f\u06cc\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u0646\u062f. \u0627\u0632 \u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u062f\u0631 \u062d\u0648\u0632\u0647\u200c\u0647\u0627\u06cc\u06cc \u0645\u0627\u0646\u0646\u062f \u062a\u062d\u0644\u06cc\u0644 \u062f\u0627\u062f\u0647\u060c \u0647\u0648\u0634 \u062a\u062c\u0627\u0631\u06cc\u060c \u0628\u0627\u0632\u0627\u0631\u06cc\u0627\u0628\u06cc\u060c \u0645\u0627\u0644\u06cc \u0648 \u0622\u0645\u0648\u0632\u0634 \u0627\u0632 \u0622\u0646 \u0627\u0633\u062a\u0641\u0627\u062f\u0647 \u0645\u06cc\u200c\u0634\u0648\u062f. \u0627\u0646\u062a\u062e\u0627\u0628 \u0646\u0645\u0648\u062f\u0627\u0631 [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":26352,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"[]"},"categories":[22],"tags":[53,55,54],"class_list":["post-26065","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-science","tag-53","tag-55","tag-54"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 \u06cc\u0627 Data Visualization \u0686\u06cc\u0633\u062a \u0648 \u0686\u0647 \u06a9\u0627\u0631\u0628\u0631\u062f\u06cc \u062f\u0627\u0631\u062f\u061f - \u0628\u0644\u0627\u06af \u0622\u06a9\u0627\u062f\u0645\u06cc \u0647\u0645\u0631\u0627\u0647<\/title>\n<meta name=\"description\" content=\"\u0645\u0635\u0648\u0631\u0633\u0627\u0632\u06cc \u062f\u0627\u062f\u0647 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