{"id":836,"date":"2023-07-28T14:19:04","date_gmt":"2023-07-28T14:19:04","guid":{"rendered":"https:\/\/statorials.org\/ru\/%d0%b2%d0%be%d0%b7%d1%80%d0%b0%d1%81%d1%82%d0%bd%d0%b0%d1%8f-%d0%bf%d0%b8%d1%80%d0%b0%d0%bc%d0%b8%d0%b4%d0%b0-%d0%bf%d0%b8%d1%82%d0%be%d0%bd%d0%b0\/"},"modified":"2023-07-28T14:19:04","modified_gmt":"2023-07-28T14:19:04","slug":"%d0%b2%d0%be%d0%b7%d1%80%d0%b0%d1%81%d1%82%d0%bd%d0%b0%d1%8f-%d0%bf%d0%b8%d1%80%d0%b0%d0%bc%d0%b8%d0%b4%d0%b0-%d0%bf%d0%b8%d1%82%d0%be%d0%bd%d0%b0","status":"publish","type":"post","link":"https:\/\/statorials.org\/ru\/%d0%b2%d0%be%d0%b7%d1%80%d0%b0%d1%81%d1%82%d0%bd%d0%b0%d1%8f-%d0%bf%d0%b8%d1%80%d0%b0%d0%bc%d0%b8%d0%b4%d0%b0-%d0%bf%d0%b8%d1%82%d0%be%d0%bd%d0%b0\/","title":{"rendered":"\u041a\u0430\u043a \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0434\u0435\u043c\u043e\u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u0443\u044e \u043f\u0438\u0440\u0430\u043c\u0438\u0434\u0443 \u0432 python"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u041f\u0438\u0440\u0430\u043c\u0438\u0434\u0430 \u043d\u0430\u0441\u0435\u043b\u0435\u043d\u0438\u044f<\/strong> \u2014 \u044d\u0442\u043e \u0433\u0440\u0430\u0444\u0438\u043a, \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u044e\u0449\u0438\u0439 \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u043d\u0430\u0441\u0435\u043b\u0435\u043d\u0438\u044f \u043f\u043e \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u0443 \u0438 \u043f\u043e\u043b\u0443. \u042d\u0442\u043e \u043f\u043e\u043b\u0435\u0437\u043d\u043e \u0434\u043b\u044f \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u044f \u0441\u043e\u0441\u0442\u0430\u0432\u0430 \u043d\u0430\u0441\u0435\u043b\u0435\u043d\u0438\u044f \u0438 \u0442\u0435\u043d\u0434\u0435\u043d\u0446\u0438\u0438 \u0435\u0433\u043e \u0440\u043e\u0441\u0442\u0430.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0412 \u044d\u0442\u043e\u043c \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u0435 \u043e\u0431\u044a\u044f\u0441\u043d\u044f\u0435\u0442\u0441\u044f, \u043a\u0430\u043a \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0443\u044e \u0434\u0435\u043c\u043e\u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u0443\u044e \u043f\u0438\u0440\u0430\u043c\u0438\u0434\u0443 \u0432 Python:<\/span> <\/p>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9264 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/poppyramidepython1.png\" alt=\"\u0412\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u0430\u044f \u043f\u0438\u0440\u0430\u043c\u0438\u0434\u0430 \u0432 Python\" width=\"505\" height=\"347\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u0412\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u0430\u044f \u043f\u0438\u0440\u0430\u043c\u0438\u0434\u0430 \u0432 Python<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u041f\u0440\u0435\u0434\u043f\u043e\u043b\u043e\u0436\u0438\u043c, \u0443 \u043d\u0430\u0441 \u0435\u0441\u0442\u044c \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u043d\u0430\u0431\u043e\u0440 \u0434\u0430\u043d\u043d\u044b\u0445, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0435\u0442 \u043e\u0431\u0449\u0443\u044e \u0447\u0438\u0441\u043b\u0435\u043d\u043d\u043e\u0441\u0442\u044c \u043d\u0430\u0441\u0435\u043b\u0435\u043d\u0438\u044f \u043c\u0443\u0436\u0447\u0438\u043d \u0438 \u0436\u0435\u043d\u0449\u0438\u043d \u043f\u043e \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u043c \u0433\u0440\u0443\u043f\u043f\u0430\u043c \u0434\u043b\u044f \u0434\u0430\u043d\u043d\u043e\u0439 \u0441\u0442\u0440\u0430\u043d\u044b:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\"><span style=\"color: #008080;\">#import libraries<\/span> \nimport<\/span> numpy <span style=\"color: #107d3f;\">as<\/span> np\n<span style=\"color: #107d3f;\">import<\/span> pandas <span style=\"color: #107d3f;\">as<\/span> pd \n<span style=\"color: #107d3f;\">import<\/span> matplotlib.pyplot <span style=\"color: #107d3f;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#create dataframe<\/span>\ndf = pd.DataFrame({'Age': ['0-9','10-19','20-29','30-39','40-49','50-59','60 -69','70-79','80-89','90+'], \n                    'Male': [9000, 14000, 22000, 26000, 34000, 32000, 29000, 22000, 14000, 3000], \n                    'Female': [8000, 15000, 19000, 28000, 35000, 34000, 28000, 24000, 17000, 5000]})\n<span style=\"color: #008080;\">#view dataframe<\/span> \ndf\n\n    Age Male Female\n0 0-9 9000 8000\n1 10-19 14000 15000\n2 20-29 22000 19000\n3 30-39 26000 28000\n4 40-49 34000 35000\n5 50-59 32000 34000\n6 60-69 29000 28000\n7 70-79 22000 24000\n8 80-89 14000 17000\n9 90+ 3000 5000\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u041c\u044b \u043c\u043e\u0436\u0435\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u043a\u043e\u0434, \u0447\u0442\u043e\u0431\u044b \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0434\u0435\u043c\u043e\u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u0443\u044e \u043f\u0438\u0440\u0430\u043c\u0438\u0434\u0443 \u0434\u043b\u044f \u0434\u0430\u043d\u043d\u044b\u0445:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#define x and y limits<\/span>\ny = range(0, len(df))\nx_male = df['Male']\nx_female = df['Female']\n\n<span style=\"color: #008080;\">#define plot parameters<\/span>\nfig, axes = plt.subplots(ncols=2, sharey=True, figsize=(9, 6))\n\n<span style=\"color: #008080;\">#specify background color and plot title<\/span>\nfig.patch.set_facecolor('xkcd:light grey')\nplt.figtext(.5,.9,\"Population Pyramid\", fontsize=15, ha='center')\n    \n<span style=\"color: #008080;\">#define male and female bars<\/span>\naxes[0].barh(y, x_male, align='center', color='royalblue')\naxes[0].set(title='Males')\naxes[1].barh(y, x_female, align='center', color='lightpink')\naxes[1].set(title='Females')\n\n<span style=\"color: #008080;\">#adjust grid parameters and specify labels for y-axis<\/span>\naxes[1].grid()\naxes[0].set(yticks=y, yticklabels=df['Age'])\naxes[0].invert_xaxis()\naxes[0].grid()\n\n<span style=\"color: #008080;\">#displayplot<\/span>\nplt.show()<\/strong> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9264 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/poppyramidepython1.png\" alt=\"\u0412\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u0430\u044f \u043f\u0438\u0440\u0430\u043c\u0438\u0434\u0430 \u0432 Python\" width=\"506\" height=\"348\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\u0413\u0440\u0430\u0444\u0438\u043a \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442, \u0447\u0442\u043e \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u043c\u0443\u0436\u0447\u0438\u043d \u0438 \u0436\u0435\u043d\u0449\u0438\u043d \u0434\u043e\u0432\u043e\u043b\u044c\u043d\u043e \u0441\u0438\u043c\u043c\u0435\u0442\u0440\u0438\u0447\u043d\u043e: \u0431\u043e\u043b\u044c\u0448\u0430\u044f \u0447\u0430\u0441\u0442\u044c \u043d\u0430\u0441\u0435\u043b\u0435\u043d\u0438\u044f \u043e\u0442\u043d\u043e\u0441\u0438\u0442\u0441\u044f \u043a \u0433\u0440\u0443\u043f\u043f\u0435 \u0441\u0440\u0435\u0434\u043d\u0435\u0433\u043e \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u0430. \u041f\u0440\u043e\u0441\u0442\u043e \u0432\u0437\u0433\u043b\u044f\u043d\u0443\u0432 \u043d\u0430 \u044d\u0442\u043e\u0442 \u0433\u0440\u0430\u0444\u0438\u043a, \u043c\u044b \u043c\u043e\u0436\u0435\u043c \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0445\u043e\u0440\u043e\u0448\u0435\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043e \u0434\u0435\u043c\u043e\u0433\u0440\u0430\u0444\u0438\u0438 \u044d\u0442\u043e\u0439 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u043e\u0439 \u0441\u0442\u0440\u0430\u043d\u044b.<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u041e\u0431\u0440\u0430\u0442\u0438\u0442\u0435 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435, \u0447\u0442\u043e \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0446\u0432\u0435\u0442\u0430 \u0444\u043e\u043d\u0430 \u0433\u0440\u0430\u0444\u0438\u043a\u0430 \u0438 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0445 \u0441\u0442\u043e\u043b\u0431\u0446\u043e\u0432, \u0443\u043a\u0430\u0437\u0430\u0432 \u0446\u0432\u0435\u0442\u0430 \u0432 <a href=\"https:\/\/matplotlib.org\/3.1.0\/gallery\/color\/named_colors.html\" target=\"_blank\" rel=\"noopener\">\u0441\u043f\u0438\u0441\u043a\u0435 \u0446\u0432\u0435\u0442\u043e\u0432 matplotlib<\/a> .<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u043c\u044b \u043c\u043e\u0433\u043b\u0438 \u0431\u044b \u0443\u043a\u0430\u0437\u0430\u0442\u044c \u00abhotpink\u00bb \u0438 \u00abdodgerblue\u00bb \u0434\u043b\u044f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0441 \u00ab\u0431\u0435\u0436\u0435\u0432\u044b\u043c\u00bb \u0444\u043e\u043d\u043e\u043c:<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <span style=\"color: #000000;\"><strong>fig.patch.set_facecolor('xkcd: <span style=\"color: #800080;\">beige<\/span> ')\n    \naxes[0].barh(y, x_male, align='center', color=' <span style=\"color: #800080;\">dodgerblue<\/span> ')\n\naxes[1].barh(y, x_female, align='center', color=' <span style=\"color: #800080;\">hotpink<\/span> ')\n\nplt.show()<\/strong><\/span> <\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9265 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/poppyramidepython2.png\" alt=\"\u041f\u0438\u0440\u0430\u043c\u0438\u0434\u0430 \u043d\u0430\u0441\u0435\u043b\u0435\u043d\u0438\u044f Python \u0441 \u0434\u0440\u0443\u0433\u043e\u0439 \u0446\u0432\u0435\u0442\u043e\u0432\u043e\u0439 \u043f\u0430\u043b\u0438\u0442\u0440\u043e\u0439\" width=\"507\" height=\"349\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\u041d\u0435 \u0441\u0442\u0435\u0441\u043d\u044f\u0439\u0442\u0435\u0441\u044c \u043c\u0435\u043d\u044f\u0442\u044c \u0446\u0432\u0435\u0442\u043e\u0432\u0443\u044e \u043f\u0430\u043b\u0438\u0442\u0440\u0443 \u0432 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442 \u0442\u043e\u0433\u043e, \u0447\u0442\u043e \u0432\u0430\u043c \u0431\u043e\u043b\u044c\u0448\u0435 \u0432\u0441\u0435\u0433\u043e \u043d\u0440\u0430\u0432\u0438\u0442\u0441\u044f.<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u041f\u0438\u0440\u0430\u043c\u0438\u0434\u0430 \u043d\u0430\u0441\u0435\u043b\u0435\u043d\u0438\u044f \u2014 \u044d\u0442\u043e \u0433\u0440\u0430\u0444\u0438\u043a, \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u044e\u0449\u0438\u0439 \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u043d\u0430\u0441\u0435\u043b\u0435\u043d\u0438\u044f \u043f\u043e \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u0443 \u0438 \u043f\u043e\u043b\u0443. \u042d\u0442\u043e \u043f\u043e\u043b\u0435\u0437\u043d\u043e \u0434\u043b\u044f \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u044f \u0441\u043e\u0441\u0442\u0430\u0432\u0430 \u043d\u0430\u0441\u0435\u043b\u0435\u043d\u0438\u044f \u0438 \u0442\u0435\u043d\u0434\u0435\u043d\u0446\u0438\u0438 \u0435\u0433\u043e \u0440\u043e\u0441\u0442\u0430. \u0412 \u044d\u0442\u043e\u043c \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u0435 \u043e\u0431\u044a\u044f\u0441\u043d\u044f\u0435\u0442\u0441\u044f, \u043a\u0430\u043a \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0443\u044e \u0434\u0435\u043c\u043e\u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u0443\u044e \u043f\u0438\u0440\u0430\u043c\u0438\u0434\u0443 \u0432 Python: \u0412\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u0430\u044f \u043f\u0438\u0440\u0430\u043c\u0438\u0434\u0430 \u0432 Python \u041f\u0440\u0435\u0434\u043f\u043e\u043b\u043e\u0436\u0438\u043c, \u0443 \u043d\u0430\u0441 \u0435\u0441\u0442\u044c \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0439 \u043d\u0430\u0431\u043e\u0440 \u0434\u0430\u043d\u043d\u044b\u0445, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0435\u0442 \u043e\u0431\u0449\u0443\u044e \u0447\u0438\u0441\u043b\u0435\u043d\u043d\u043e\u0441\u0442\u044c \u043d\u0430\u0441\u0435\u043b\u0435\u043d\u0438\u044f \u043c\u0443\u0436\u0447\u0438\u043d \u0438 \u0436\u0435\u043d\u0449\u0438\u043d \u043f\u043e \u0432\u043e\u0437\u0440\u0430\u0441\u0442\u043d\u044b\u043c \u0433\u0440\u0443\u043f\u043f\u0430\u043c [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11],"tags":[],"class_list":["post-836","post","type-post","status-publish","format-standard","hentry","category-11"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u041a\u0430\u043a \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u0434\u0435\u043c\u043e\u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u0443\u044e \u043f\u0438\u0440\u0430\u043c\u0438\u0434\u0443 \u0432 Python \u2014 Statorials<\/title>\n<meta name=\"description\" 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