{"id":837,"date":"2023-07-28T14:19:04","date_gmt":"2023-07-28T14:19:04","guid":{"rendered":"https:\/\/statorials.org\/ja\/python%e3%81%ae%e5%b9%b4%e9%bd%a2%e3%83%92%e3%82%9a%e3%83%a9%e3%83%9f%e3%83%83%e3%83%88%e3%82%99\/"},"modified":"2023-07-28T14:19:04","modified_gmt":"2023-07-28T14:19:04","slug":"python%e3%81%ae%e5%b9%b4%e9%bd%a2%e3%83%92%e3%82%9a%e3%83%a9%e3%83%9f%e3%83%83%e3%83%88%e3%82%99","status":"publish","type":"post","link":"https:\/\/statorials.org\/ja\/python%e3%81%ae%e5%b9%b4%e9%bd%a2%e3%83%92%e3%82%9a%e3%83%a9%e3%83%9f%e3%83%83%e3%83%88%e3%82%99\/","title":{"rendered":"Python \u3067\u4eba\u53e3\u30d4\u30e9\u30df\u30c3\u30c9\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u4eba\u53e3\u30d4\u30e9\u30df\u30c3\u30c9\u306f\u3001<\/strong>\u7279\u5b9a\u306e\u4eba\u53e3\u306e\u5e74\u9f62\u3068\u6027\u5225\u306e\u5206\u5e03\u3092\u793a\u3059\u30b0\u30e9\u30d5\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u4eba\u53e3\u69cb\u6210\u3084\u4eba\u53e3\u5897\u52a0\u50be\u5411\u3092\u7406\u89e3\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001Python \u3067\u6b21\u306e\u4eba\u53e3\u30d4\u30e9\u30df\u30c3\u30c9\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002<\/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=\"Python \u306e\u5e74\u9f62\u30d4\u30e9\u30df\u30c3\u30c9\" width=\"505\" height=\"347\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Python \u306e\u5e74\u9f62\u30d4\u30e9\u30df\u30c3\u30c9<\/strong><\/span><\/h3>\n<p><span style=\"color: #000000;\">\u7279\u5b9a\u306e\u56fd\u306e\u5e74\u9f62\u5c64\u5225\u306e\u7537\u6027\u3068\u5973\u6027\u306e\u7dcf\u4eba\u53e3\u3092\u8868\u793a\u3059\u308b\u6b21\u306e\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u3042\u308b\u3068\u3057\u307e\u3059\u3002<\/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;\">\u6b21\u306e\u30b3\u30fc\u30c9\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u306e\u4eba\u53e3\u30d4\u30e9\u30df\u30c3\u30c9\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059\u3002<\/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=\"Python \u306e\u5e74\u9f62\u30d4\u30e9\u30df\u30c3\u30c9\" width=\"506\" height=\"348\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u3053\u306e\u30b0\u30e9\u30d5\u306f\u3001\u7537\u6027\u3068\u5973\u6027\u306e\u5206\u5e03\u304c\u304b\u306a\u308a\u5bfe\u79f0\u7684\u3067\u3042\u308a\u3001\u4eba\u53e3\u306e\u307b\u3068\u3093\u3069\u304c\u4e2d\u5e74\u5c64\u306b\u8a72\u5f53\u3059\u308b\u3053\u3068\u3092\u793a\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u306e\u30b0\u30e9\u30d5\u3092\u898b\u308b\u3060\u3051\u3067\u3001\u3053\u306e\u7279\u5b9a\u306e\u56fd\u306e\u4eba\u53e3\u7d71\u8a08\u3092\u3088\u304f\u77e5\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\n<p> <span style=\"color: #000000;\"><a href=\"https:\/\/matplotlib.org\/3.1.0\/gallery\/color\/named_colors.html\" target=\"_blank\" rel=\"noopener\">matplotlib \u30ab\u30e9\u30fc \u30ea\u30b9\u30c8<\/a>\u3067\u8272\u3092\u6307\u5b9a\u3059\u308b\u3053\u3068\u3067\u3001\u30d7\u30ed\u30c3\u30c8\u306e\u80cc\u666f\u3068\u500b\u3005\u306e\u30d0\u30fc\u306e\u8272\u3092\u8abf\u6574\u3067\u304d\u308b\u3053\u3068\u306b\u6ce8\u610f\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n<p><span style=\"color: #000000;\">\u305f\u3068\u3048\u3070\u3001\u300c\u30d9\u30fc\u30b8\u30e5\u300d\u306e\u80cc\u666f\u3067\u4f7f\u7528\u3059\u308b\u300c\u30db\u30c3\u30c8\u30d4\u30f3\u30af\u300d\u3068\u300c\u30c9\u30b8\u30e3\u30fc\u30d6\u30eb\u30fc\u300d\u3092\u6307\u5b9a\u3067\u304d\u307e\u3059\u3002<\/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=\"\u7570\u306a\u308b\u30ab\u30e9\u30fc\u30d1\u30ec\u30c3\u30c8\u3092\u4f7f\u7528\u3057\u305fPython\u306e\u4eba\u53e3\u30d4\u30e9\u30df\u30c3\u30c9\" width=\"507\" height=\"349\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p><span style=\"color: #000000;\">\u81ea\u5206\u306b\u3068\u3063\u3066\u6700\u9069\u306a\u3082\u306e\u306b\u57fa\u3065\u3044\u3066\u3001\u30ab\u30e9\u30fc \u30d1\u30ec\u30c3\u30c8\u3092\u81ea\u7531\u306b\u5909\u66f4\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4eba\u53e3\u30d4\u30e9\u30df\u30c3\u30c9\u306f\u3001\u7279\u5b9a\u306e\u4eba\u53e3\u306e\u5e74\u9f62\u3068\u6027\u5225\u306e\u5206\u5e03\u3092\u793a\u3059\u30b0\u30e9\u30d5\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u4eba\u53e3\u69cb\u6210\u3084\u4eba\u53e3\u5897\u52a0\u50be\u5411\u3092\u7406\u89e3\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 \u3053\u306e\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3067\u306f\u3001Python \u3067\u6b21\u306e\u4eba\u53e3\u30d4\u30e9\u30df\u30c3\u30c9\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3092\u8aac\u660e\u3057\u307e\u3059\u3002 Pytho [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16],"tags":[],"class_list":["post-837","post","type-post","status-publish","format-standard","hentry","category-16"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Python \u3067\u4eba\u53e3\u30d4\u30e9\u30df\u30c3\u30c9\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5 - Statorials<\/title>\n<meta name=\"description\" content=\"Python\u3067\u4eba\u53e3\u30d4\u30e9\u30df\u30c3\u30c9\u3092\u4f5c\u6210\u3059\u308b\u65b9\u6cd5\u3092\u7c21\u5358\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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