{"id":834,"date":"2023-07-28T14:20:58","date_gmt":"2023-07-28T14:20:58","guid":{"rendered":"https:\/\/statorials.org\/uk\/%d1%82%d0%b5%d0%bf%d0%bb%d0%be%d0%b2%d0%b0-%d0%ba%d0%b0%d1%80%d1%82%d0%b0-python\/"},"modified":"2023-07-28T14:20:58","modified_gmt":"2023-07-28T14:20:58","slug":"%d1%82%d0%b5%d0%bf%d0%bb%d0%be%d0%b2%d0%b0-%d0%ba%d0%b0%d1%80%d1%82%d0%b0-python","status":"publish","type":"post","link":"https:\/\/statorials.org\/uk\/%d1%82%d0%b5%d0%bf%d0%bb%d0%be%d0%b2%d0%b0-%d0%ba%d0%b0%d1%80%d1%82%d0%b0-python\/","title":{"rendered":"\u042f\u043a \u043b\u0435\u0433\u043a\u043e \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u0442\u0435\u043f\u043b\u043e\u0432\u0456 \u043a\u0430\u0440\u0442\u0438 \u0432 python"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u041f\u0440\u0438\u043f\u0443\u0441\u0442\u0456\u043c\u043e, \u0443 \u043d\u0430\u0441 \u0454 \u0442\u0430\u043a\u0438\u0439 \u043d\u0430\u0431\u0456\u0440 \u0434\u0430\u043d\u0438\u0445 \u0443 Python, \u044f\u043a\u0438\u0439 \u0432\u0456\u0434\u043e\u0431\u0440\u0430\u0436\u0430\u0454 \u043a\u0456\u043b\u044c\u043a\u0456\u0441\u0442\u044c \u043f\u0440\u043e\u0434\u0430\u0436\u0456\u0432, \u0437\u0434\u0456\u0439\u0441\u043d\u0435\u043d\u0438\u0445 \u043f\u0435\u0432\u043d\u0438\u043c \u043c\u0430\u0433\u0430\u0437\u0438\u043d\u043e\u043c \u043a\u043e\u0436\u043d\u043e\u0433\u043e \u0434\u043d\u044f \u0442\u0438\u0436\u043d\u044f \u043f\u0440\u043e\u0442\u044f\u0433\u043e\u043c \u043f\u2019\u044f\u0442\u0438 \u0442\u0438\u0436\u043d\u0456\u0432:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> numpy <span style=\"color: #107d3f;\">as<\/span> np\n<span style=\"color: #107d3f;\">import <span style=\"color: #000000;\">pandas<\/span> as <span style=\"color: #000000;\">pd<\/span> \nimport<\/span> seaborn <span style=\"color: #107d3f;\">as<\/span> sns\n\n<span style=\"color: #008080;\">#create a dataset<\/span>\nnp.random.seed(0)\ndata = {'day': np.tile(['Mon', 'Tue', 'Wed', 'Thur', 'Fri'], 5),\n        'week': np.repeat([1, 2, 3, 4, 5], 5),\n        'sales': np.random.randint(0, 50, size=25)\n        }\n\ndf = pd.DataFrame(data,columns=['day','week','sales'])\ndf = df.pivot('day', 'week', 'sales')\n\n<span style=\"color: #008080;\">view first ten rows of dataset\n<\/span>df[:10]\n\nweek 1 2 3 4 5\nday\t\t\t\t\t\nFri 3 36 12 46 13\nMy 44 39 23 1 24\nThursday 3 21 24 23 25\nKills 47 9 6 38 17\nWed 0 19 24 39 37\n<\/strong><\/pre>\n<h3> <span style=\"color: #000000;\"><strong>\u0421\u0442\u0432\u043e\u0440\u0456\u0442\u044c \u0431\u0430\u0437\u043e\u0432\u0443 \u0442\u0435\u043f\u043b\u043e\u0432\u0443 \u043a\u0430\u0440\u0442\u0443<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u041c\u0438 \u043c\u043e\u0436\u0435\u043c\u043e \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u0431\u0430\u0437\u043e\u0432\u0443 \u0442\u0435\u043f\u043b\u043e\u0432\u0443 \u043a\u0430\u0440\u0442\u0443 \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u0444\u0443\u043d\u043a\u0446\u0456\u0457 <strong>ns.heatmap()<\/strong> :<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>sns.heatmap(df)<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9253 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/heatmap_python1.png\" alt=\"\u0422\u0435\u043f\u043b\u043e\u0432\u0430 \u043a\u0430\u0440\u0442\u0430 \u0432 Python\" width=\"400\" height=\"296\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">\u041d\u0430 \u043a\u043e\u043b\u044c\u043e\u0440\u043e\u0432\u0456\u0439 \u043f\u0430\u043d\u0435\u043b\u0456 \u0437 \u043f\u0440\u0430\u0432\u043e\u0433\u043e \u0431\u043e\u043a\u0443 \u0432\u0456\u0434\u043e\u0431\u0440\u0430\u0436\u0430\u0454\u0442\u044c\u0441\u044f \u043b\u0435\u0433\u0435\u043d\u0434\u0430, \u0449\u043e \u0432\u043a\u0430\u0437\u0443\u0454 \u043d\u0430 \u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044f, \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0456 \u0440\u0456\u0437\u043d\u0438\u043c\u0438 \u043a\u043e\u043b\u044c\u043e\u0440\u0430\u043c\u0438.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u0414\u043e\u0434\u0430\u0439\u0442\u0435 \u043b\u0456\u043d\u0456\u0457 \u0434\u043e \u0442\u0435\u043f\u043b\u043e\u0432\u043e\u0457 \u043a\u0430\u0440\u0442\u0438<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0412\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u0434\u043e\u0434\u0430\u0442\u0438 \u043b\u0456\u043d\u0456\u0457 \u043c\u0456\u0436 \u043a\u0432\u0430\u0434\u0440\u0430\u0442\u0430\u043c\u0438 \u043d\u0430 \u0442\u0435\u043f\u043b\u043e\u0432\u0456\u0439 \u043a\u0430\u0440\u0442\u0456 \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u0430\u0440\u0433\u0443\u043c\u0435\u043d\u0442\u0443 <strong>linewidths<\/strong> :<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>sns.heatmap(df, linewidths=.5)<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9255 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/heatmap_python2.png\" alt=\"\u041c\u043e\u0440\u0441\u044c\u043a\u0430 \u0442\u0435\u043f\u043b\u043e\u0432\u0430 \u043a\u0430\u0440\u0442\u0430 Python\" width=\"402\" height=\"294\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u0414\u043e\u0434\u0430\u0442\u0438 \u0430\u043d\u043e\u0442\u0430\u0446\u0456\u0457 \u0434\u043e \u0442\u0435\u043f\u043b\u043e\u0432\u043e\u0457 \u043a\u0430\u0440\u0442\u0438<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0412\u0438 \u0442\u0430\u043a\u043e\u0436 \u043c\u043e\u0436\u0435\u0442\u0435 \u0434\u043e\u0434\u0430\u0442\u0438 \u0430\u043d\u043e\u0442\u0430\u0446\u0456\u0457 \u0434\u043e \u0442\u0435\u043f\u043b\u043e\u0432\u043e\u0457 \u043a\u0430\u0440\u0442\u0438 \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u0430\u0440\u0433\u0443\u043c\u0435\u043d\u0442\u0443 <strong>annot=True<\/strong> :<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>sns.heatmap(df, linewidths=.5, annot=True)<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9256 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/heatmap_python3.png\" alt=\"\u0422\u0435\u043f\u043b\u043e\u0432\u0430 \u043a\u0430\u0440\u0442\u0430, \u0430\u043d\u043e\u0442\u043e\u0432\u0430\u043d\u0430 \u043d\u0430 Python\" width=\"401\" height=\"293\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u0421\u0445\u043e\u0432\u0430\u0442\u0438 \u043a\u043e\u043b\u044c\u043e\u0440\u043e\u0432\u0443 \u043f\u0430\u043d\u0435\u043b\u044c \u0442\u0435\u043f\u043b\u043e\u0432\u043e\u0457 \u043a\u0430\u0440\u0442\u0438<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0412\u0438 \u0442\u0430\u043a\u043e\u0436 \u043c\u043e\u0436\u0435\u0442\u0435 \u043f\u043e\u0432\u043d\u0456\u0441\u0442\u044e \u043f\u0440\u0438\u0445\u043e\u0432\u0430\u0442\u0438 \u043f\u0430\u043d\u0435\u043b\u044c \u043a\u043e\u043b\u044c\u043e\u0440\u0456\u0432 \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u0430 <strong>cbar=False<\/strong> :<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>sns.heatmap(df, linewidths=.5, annot=True, cbar=False)<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9257 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/heatmap_python4.png\" alt=\"\u041f\u0440\u0438\u043a\u043b\u0430\u0434 \u0442\u0435\u043f\u043b\u043e\u0432\u043e\u0457 \u043a\u0430\u0440\u0442\u0438 \u0432 Python\" width=\"399\" height=\"274\" srcset=\"\" sizes=\"\"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u0417\u043c\u0456\u043d\u0438\u0442\u0438 \u043a\u043e\u043b\u0456\u0440\u043d\u0443 \u0442\u0435\u043c\u0443 \u0442\u0435\u043f\u043b\u043e\u0432\u043e\u0457 \u043a\u0430\u0440\u0442\u0438<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u0412\u0438 \u0442\u0430\u043a\u043e\u0436 \u043c\u043e\u0436\u0435\u0442\u0435 \u0437\u043c\u0456\u043d\u0438\u0442\u0438 \u043a\u043e\u043b\u0456\u0440\u043d\u0443 \u0442\u0435\u043c\u0443 \u0437\u0430 \u0434\u043e\u043f\u043e\u043c\u043e\u0433\u043e\u044e \u0430\u0440\u0433\u0443\u043c\u0435\u043d\u0442\u0443 <strong>cmap<\/strong> . \u041d\u0430\u043f\u0440\u0438\u043a\u043b\u0430\u0434, \u0432\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u0432\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0438 \u0434\u0456\u0430\u043f\u0430\u0437\u043e\u043d \u043a\u043e\u043b\u044c\u043e\u0440\u0456\u0432 \u0432\u0456\u0434 \u0436\u043e\u0432\u0442\u043e\u0433\u043e \u0434\u043e \u0437\u0435\u043b\u0435\u043d\u043e\u0433\u043e \u0442\u0430 \u0441\u0438\u043d\u044c\u043e\u0433\u043e:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>sns.heatmap(df, cmap='YlGnBu')\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9258 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/heatmap_python5.png\" alt=\"\u0422\u0435\u043f\u043b\u043e\u0432\u0430 \u043a\u0430\u0440\u0442\u0430 Python\" width=\"403\" height=\"287\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">\u0410\u0431\u043e \u0432\u0438 \u043c\u043e\u0436\u0435\u0442\u0435 \u0432\u0438\u0431\u0440\u0430\u0442\u0438 \u043a\u043e\u043b\u044c\u043e\u0440\u0438 \u0432\u0456\u0434 \u0447\u0435\u0440\u0432\u043e\u043d\u043e\u0433\u043e \u0434\u043e \u0441\u0438\u043d\u044c\u043e\u0433\u043e:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>sns.heatmap(df, cmap='RdBu')<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9259 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/heatmap_python6.png\" alt=\"\u0442\u0435\u043f\u043b\u043e\u0432\u0430 \u043a\u0430\u0440\u0442\u0430 \u0437 \u0440\u0456\u0437\u043d\u043e\u044e cmap \u0443 Python\" width=\"400\" height=\"292\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\"><em>\u0429\u043e\u0431 \u043e\u0442\u0440\u0438\u043c\u0430\u0442\u0438 \u043f\u043e\u0432\u043d\u0438\u0439 \u0441\u043f\u0438\u0441\u043e\u043a \u043f\u0430\u043b\u0456\u0442\u0440 \u043a\u043e\u043b\u044c\u043e\u0440\u0456\u0432, \u043f\u0435\u0440\u0435\u0433\u043b\u044f\u043d\u044c\u0442\u0435 <a href=\"https:\/\/matplotlib.org\/3.1.0\/tutorials\/colors\/colormaps.html\" target=\"_blank\" rel=\"noopener noreferrer\">\u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0446\u0456\u044e matplotlib<\/a> .<\/em><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u041f\u0440\u0438\u043f\u0443\u0441\u0442\u0456\u043c\u043e, \u0443 \u043d\u0430\u0441 \u0454 \u0442\u0430\u043a\u0438\u0439 \u043d\u0430\u0431\u0456\u0440 \u0434\u0430\u043d\u0438\u0445 \u0443 Python, \u044f\u043a\u0438\u0439 \u0432\u0456\u0434\u043e\u0431\u0440\u0430\u0436\u0430\u0454 \u043a\u0456\u043b\u044c\u043a\u0456\u0441\u0442\u044c \u043f\u0440\u043e\u0434\u0430\u0436\u0456\u0432, \u0437\u0434\u0456\u0439\u0441\u043d\u0435\u043d\u0438\u0445 \u043f\u0435\u0432\u043d\u0438\u043c \u043c\u0430\u0433\u0430\u0437\u0438\u043d\u043e\u043c \u043a\u043e\u0436\u043d\u043e\u0433\u043e \u0434\u043d\u044f \u0442\u0438\u0436\u043d\u044f \u043f\u0440\u043e\u0442\u044f\u0433\u043e\u043c \u043f\u2019\u044f\u0442\u0438 \u0442\u0438\u0436\u043d\u0456\u0432: import numpy as np import pandas as pd import seaborn as sns #create a dataset np.random.seed(0) data = {&#8216;day&#8217;: np.tile([&#8216;Mon&#8217;, &#8216;Tue&#8217;, &#8216;Wed&#8217;, &#8216;Thur&#8217;, &#8216;Fri&#8217;], 5), &#8216;week&#8217;: np.repeat([1, 2, 3, 4, 5], 5), &#8216;sales&#8217;: [&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 \u043b\u0435\u0433\u043a\u043e \u0441\u0442\u0432\u043e\u0440\u0438\u0442\u0438 \u0442\u0435\u043f\u043b\u043e\u0432\u0456 \u043a\u0430\u0440\u0442\u0438 \u0432 Python - 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