{"id":2185,"date":"2023-07-23T08:12:29","date_gmt":"2023-07-23T08:12:29","guid":{"rendered":"https:\/\/statorials.org\/uk\/%d1%82%d0%b0%d0%b1%d0%bb%d0%b8%d1%86%d1%8f-numpy-%d1%83-csv\/"},"modified":"2023-07-23T08:12:29","modified_gmt":"2023-07-23T08:12:29","slug":"%d1%82%d0%b0%d0%b1%d0%bb%d0%b8%d1%86%d1%8f-numpy-%d1%83-csv","status":"publish","type":"post","link":"https:\/\/statorials.org\/uk\/%d1%82%d0%b0%d0%b1%d0%bb%d0%b8%d1%86%d1%8f-numpy-%d1%83-csv\/","title":{"rendered":"\u042f\u043a \u0435\u043a\u0441\u043f\u043e\u0440\u0442\u0443\u0432\u0430\u0442\u0438 \u043c\u0430\u0441\u0438\u0432 numpy \u0443 \u0444\u0430\u0439\u043b csv (\u0437 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0430\u043c\u0438)"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0429\u043e\u0431 \u0435\u043a\u0441\u043f\u043e\u0440\u0442\u0443\u0432\u0430\u0442\u0438 \u043c\u0430\u0441\u0438\u0432 NumPy \u0443 \u0444\u0430\u0439\u043b CSV, \u043c\u043e\u0436\u043d\u0430 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0442\u0430\u043a\u0438\u0439 \u0431\u0430\u0437\u043e\u0432\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#define NumPy array\n<\/span>data = np. <span style=\"color: #3366ff;\">array<\/span> ([[1,2,3],[4,5,6],[7,8,9]])\n\n<span style=\"color: #008080;\">#export array to CSV file\n<\/span>n.p. <span style=\"color: #3366ff;\">savetxt<\/span> (\" <span style=\"color: #ff0000;\">my_data.csv<\/span> \", data, delimiter=\" <span style=\"color: #ff0000;\">,<\/span> \")\n<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u0441\u0442\u0443\u043f\u043d\u0456 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0438 \u043f\u043e\u043a\u0430\u0437\u0443\u044e\u0442\u044c, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0446\u0435\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441 \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u0446\u0456.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043a\u043b\u0430\u0434 1: \u0435\u043a\u0441\u043f\u043e\u0440\u0442 \u043c\u0430\u0441\u0438\u0432\u0443 NumPy \u0443 \u0444\u043e\u0440\u043c\u0430\u0442 CSV<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0439 \u043a\u043e\u0434 \u043f\u043e\u043a\u0430\u0437\u0443\u0454, \u044f\u043a \u0435\u043a\u0441\u043f\u043e\u0440\u0442\u0443\u0432\u0430\u0442\u0438 \u043c\u0430\u0441\u0438\u0432 NumPy \u0443 \u0444\u0430\u0439\u043b CSV:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#define NumPy array\n<\/span>data = np. <span style=\"color: #3366ff;\">array<\/span> ([[1,2,3], [4,5,6], [7,8,9], [10, 11, 12], [13, 14, 15]])\n\n<span style=\"color: #008080;\">#export array to CSV file\n<\/span>n.p. <span style=\"color: #3366ff;\">savetxt<\/span> (\" <span style=\"color: #ff0000;\">my_data.csv<\/span> \", data, delimiter=\" <span style=\"color: #ff0000;\">,<\/span> \")<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\u042f\u043a\u0449\u043e \u044f \u043f\u0435\u0440\u0435\u0439\u0434\u0443 \u0434\u043e \u043c\u0456\u0441\u0446\u044f \u0437\u0431\u0435\u0440\u0435\u0436\u0435\u043d\u043d\u044f \u0444\u0430\u0439\u043b\u0443 CSV \u043d\u0430 \u043c\u043e\u0454\u043c\u0443 \u043d\u043e\u0443\u0442\u0431\u0443\u0446\u0456, \u044f \u0437\u043c\u043e\u0436\u0443 \u043f\u0435\u0440\u0435\u0433\u043b\u044f\u043d\u0443\u0442\u0438 \u0434\u0430\u043d\u0456:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-20178 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/exporternumpy1.png\" alt=\"\" width=\"643\" height=\"145\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043a\u043b\u0430\u0434 2. \u0415\u043a\u0441\u043f\u043e\u0440\u0442\u0443\u0439\u0442\u0435 \u043c\u0430\u0441\u0438\u0432 NumPy \u0443 CSV \u0456\u0437 \u043f\u0435\u0432\u043d\u0438\u043c \u0444\u043e\u0440\u043c\u0430\u0442\u043e\u043c<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0424\u043e\u0440\u043c\u0430\u0442 \u0437\u0430 \u0437\u0430\u043c\u043e\u0432\u0447\u0443\u0432\u0430\u043d\u043d\u044f\u043c \u0434\u043b\u044f \u0447\u0438\u0441\u0435\u043b \u2013 \u00ab%.18e\u00bb \u2013 \u0432\u0456\u0434\u043e\u0431\u0440\u0430\u0436\u0430\u0454\u0442\u044c\u0441\u044f 18 \u043d\u0443\u043b\u0456\u0432. \u041e\u0434\u043d\u0430\u043a \u043c\u0438 \u043c\u043e\u0436\u0435\u043c\u043e \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0430\u0440\u0433\u0443\u043c\u0435\u043d\u0442 <strong>fmt<\/strong> , \u0449\u043e\u0431 \u0432\u043a\u0430\u0437\u0430\u0442\u0438 \u0456\u043d\u0448\u0438\u0439 \u0444\u043e\u0440\u043c\u0430\u0442.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434, \u043d\u0430\u0432\u0435\u0434\u0435\u043d\u0438\u0439 \u043d\u0438\u0436\u0447\u0435 \u043a\u043e\u0434 \u0435\u043a\u0441\u043f\u043e\u0440\u0442\u0443\u0454 \u043c\u0430\u0441\u0438\u0432 NumPy \u0443 \u0444\u043e\u0440\u043c\u0430\u0442 CSV \u0456 \u0432\u043a\u0430\u0437\u0443\u0454 \u0434\u0432\u0430 \u0437\u043d\u0430\u043a\u0438 \u043f\u0456\u0441\u043b\u044f \u043a\u043e\u043c\u0438:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#define NumPy array\n<\/span>data = np. <span style=\"color: #3366ff;\">array<\/span> ([[1,2,3], [4,5,6], [7,8,9], [10, 11, 12], [13, 14, 15]])\n\n<span style=\"color: #008080;\">#export array to CSV file (using 2 decimal places)\n<\/span>n.p. <span style=\"color: #3366ff;\">savetxt<\/span> (\" <span style=\"color: #ff0000;\">my_data.csv<\/span> \", data, delimiter=\" <span style=\"color: #ff0000;\">,<\/span> \", fmt=\" <span style=\"color: #ff0000;\">%.2f<\/span> \")<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\">\u042f\u043a\u0449\u043e \u044f \u043f\u0435\u0440\u0435\u0439\u0434\u0443 \u0442\u0443\u0434\u0438, \u0434\u0435 \u0437\u0431\u0435\u0440\u0435\u0436\u0435\u043d\u043e \u0444\u0430\u0439\u043b CSV, \u044f \u0437\u043c\u043e\u0436\u0443 \u043f\u0435\u0440\u0435\u0433\u043b\u044f\u043d\u0443\u0442\u0438 \u0434\u0430\u043d\u0456:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-20179 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/exporternumpy2.png\" alt=\"\" width=\"523\" height=\"145\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043a\u043b\u0430\u0434 3. \u0415\u043a\u0441\u043f\u043e\u0440\u0442\u0443\u0439\u0442\u0435 \u043c\u0430\u0441\u0438\u0432 NumPy \u0443 CSV \u0456\u0437 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0430\u043c\u0438<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0423 \u043d\u0430\u0432\u0435\u0434\u0435\u043d\u043e\u043c\u0443 \u043d\u0438\u0436\u0447\u0435 \u043a\u043e\u0434\u0456 \u043f\u043e\u043a\u0430\u0437\u0430\u043d\u043e, \u044f\u043a \u0435\u043a\u0441\u043f\u043e\u0440\u0442\u0443\u0432\u0430\u0442\u0438 \u043c\u0430\u0441\u0438\u0432 NumPy \u0443 \u0444\u0430\u0439\u043b CSV \u0456\u0437 \u0441\u043f\u0435\u0446\u0456\u0430\u043b\u044c\u043d\u0438\u043c\u0438 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0430\u043c\u0438 \u0441\u0442\u043e\u0432\u043f\u0446\u0456\u0432:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong><span style=\"color: #008000;\">import<\/span> numpy <span style=\"color: #008000;\">as<\/span> np\n\n<span style=\"color: #008080;\">#define NumPy array\n<\/span>data = np. <span style=\"color: #3366ff;\">array<\/span> ([[1,2,3], [4,5,6], [7,8,9], [10, 11, 12], [13, 14, 15]])\n\n<span style=\"color: #008080;\">#export array to CSV file (using 2 decimal places)\n<\/span>n.p. <span style=\"color: #3366ff;\">savetxt<\/span> (\" <span style=\"color: #ff0000;\">my_data.csv<\/span> \", data, delimiter=\" <span style=\"color: #ff0000;\">,<\/span> \", fmt=\" <span style=\"color: #ff0000;\">%.2f<\/span> \",\n           header=\" <span style=\"color: #ff0000;\">A, B, C<\/span> \", comments=\"\")<\/strong><\/span><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043c\u0456\u0442\u043a\u0430<\/strong> . \u0410\u0440\u0433\u0443\u043c\u0435\u043d\u0442 <strong>\u043a\u043e\u043c\u0435\u043d\u0442\u0430\u0440\u0456\u0432<\/strong> \u0437\u0430\u043f\u043e\u0431\u0456\u0433\u0430\u0454 \u0432\u0456\u0434\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u043d\u044e \u0441\u0438\u043c\u0432\u043e\u043b\u0443 \u00ab#\u00bb \u0443 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0430\u0445.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u042f\u043a\u0449\u043e \u044f \u043f\u0435\u0440\u0435\u0439\u0434\u0443 \u0442\u0443\u0434\u0438, \u0434\u0435 \u0437\u0431\u0435\u0440\u0435\u0436\u0435\u043d\u043e \u0444\u0430\u0439\u043b CSV, \u044f \u0437\u043c\u043e\u0436\u0443 \u043f\u0435\u0440\u0435\u0433\u043b\u044f\u043d\u0443\u0442\u0438 \u0434\u0430\u043d\u0456:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\" wp-image-20180 aligncenter\" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/exporternumpy.png\" alt=\"\" width=\"547\" height=\"179\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u041f\u0440\u0438\u043c\u0456\u0442\u043a\u0430<\/strong> . \u0412\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u0437\u043d\u0430\u0439\u0442\u0438 \u043f\u043e\u0432\u043d\u0443 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0456\u044e \u0434\u043b\u044f \u0444\u0443\u043d\u043a\u0446\u0456\u0457 <strong>numpy.savetxt()<\/strong> <a href=\"https:\/\/numpy.org\/doc\/stable\/reference\/generated\/numpy.savetxt.html\" target=\"_blank\" rel=\"noopener\">\u0442\u0443\u0442<\/a> .<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u0414\u043e\u0434\u0430\u0442\u043a\u043e\u0432\u0456 \u0440\u0435\u0441\u0443\u0440\u0441\u0438<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0423 \u043d\u0430\u0441\u0442\u0443\u043f\u043d\u0438\u0445 \u043f\u043e\u0441\u0456\u0431\u043d\u0438\u043a\u0430\u0445 \u043f\u043e\u044f\u0441\u043d\u044e\u0454\u0442\u044c\u0441\u044f, \u044f\u043a \u0432\u0438\u043a\u043e\u043d\u0443\u0432\u0430\u0442\u0438 \u0456\u043d\u0448\u0456 \u0442\u0438\u043f\u043e\u0432\u0456 \u043e\u043f\u0435\u0440\u0430\u0446\u0456\u0457 \u0447\u0438\u0442\u0430\u043d\u043d\u044f \u0442\u0430 \u0437\u0430\u043f\u0438\u0441\u0443 \u0432 Python:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/uk\/numpy-\u0447\u0438\u0442\u0430\u0442\u0438-csv\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0447\u0438\u0442\u0430\u0442\u0438 \u0444\u0430\u0439\u043b\u0438 CSV \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e NumPy<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/\u043f\u0430\u043d\u0434\u0438-\u0447\u0438\u0442\u0430\u044e\u0442\u044c-csv\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0447\u0438\u0442\u0430\u0442\u0438 \u0444\u0430\u0439\u043b\u0438 CSV \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e Pandas<\/a><br \/> <a href=\"https:\/\/statorials.org\/uk\/\u043f\u0430\u043d\u0434\u0438-\u0432-csv\/\" target=\"_blank\" rel=\"noopener\">\u042f\u043a \u0435\u043a\u0441\u043f\u043e\u0440\u0442\u0443\u0432\u0430\u0442\u0438 Pandas DataFrame \u0443 \u0444\u0430\u0439\u043b CSV<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0429\u043e\u0431 \u0435\u043a\u0441\u043f\u043e\u0440\u0442\u0443\u0432\u0430\u0442\u0438 \u043c\u0430\u0441\u0438\u0432 NumPy \u0443 \u0444\u0430\u0439\u043b CSV, \u043c\u043e\u0436\u043d\u0430 \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0442\u0430\u043a\u0438\u0439 \u0431\u0430\u0437\u043e\u0432\u0438\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441: import numpy as np #define NumPy array data = np. array ([[1,2,3],[4,5,6],[7,8,9]]) #export array to CSV file n.p. savetxt (&#8221; my_data.csv &#8220;, data, delimiter=&#8221; , &#8220;) \u041d\u0430\u0441\u0442\u0443\u043f\u043d\u0456 \u043f\u0440\u0438\u043a\u043b\u0430\u0434\u0438 \u043f\u043e\u043a\u0430\u0437\u0443\u044e\u0442\u044c, \u044f\u043a \u0432\u0438\u043a\u043e\u0440\u0438\u0441\u0442\u043e\u0432\u0443\u0432\u0430\u0442\u0438 \u0446\u0435\u0439 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441 \u043d\u0430 \u043f\u0440\u0430\u043a\u0442\u0438\u0446\u0456. \u041f\u0440\u0438\u043a\u043b\u0430\u0434 1: \u0435\u043a\u0441\u043f\u043e\u0440\u0442 \u043c\u0430\u0441\u0438\u0432\u0443 NumPy \u0443 \u0444\u043e\u0440\u043c\u0430\u0442 CSV [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u042f\u043a 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