{"id":838,"date":"2023-07-28T14:19:04","date_gmt":"2023-07-28T14:19:04","guid":{"rendered":"https:\/\/statorials.org\/hi\/%e0%a4%85%e0%a4%9c%e0%a4%97%e0%a4%b0-%e0%a4%86%e0%a4%af%e0%a5%81-%e0%a4%aa%e0%a4%bf%e0%a4%b0%e0%a4%be%e0%a4%ae%e0%a4%bf%e0%a4%a1\/"},"modified":"2023-07-28T14:19:04","modified_gmt":"2023-07-28T14:19:04","slug":"%e0%a4%85%e0%a4%9c%e0%a4%97%e0%a4%b0-%e0%a4%86%e0%a4%af%e0%a5%81-%e0%a4%aa%e0%a4%bf%e0%a4%b0%e0%a4%be%e0%a4%ae%e0%a4%bf%e0%a4%a1","status":"publish","type":"post","link":"https:\/\/statorials.org\/hi\/%e0%a4%85%e0%a4%9c%e0%a4%97%e0%a4%b0-%e0%a4%86%e0%a4%af%e0%a5%81-%e0%a4%aa%e0%a4%bf%e0%a4%b0%e0%a4%be%e0%a4%ae%e0%a4%bf%e0%a4%a1\/","title":{"rendered":"\u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u091c\u0928\u0938\u0902\u0916\u094d\u092f\u093e \u092a\u093f\u0930\u093e\u092e\u093f\u0921 \u0915\u0948\u0938\u0947 \u092c\u0928\u093e\u090f\u0902"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\"><strong>\u091c\u0928\u0938\u0902\u0916\u094d\u092f\u093e \u092a\u093f\u0930\u093e\u092e\u093f\u0921<\/strong> \u090f\u0915 \u0917\u094d\u0930\u093e\u092b \u0939\u0948 \u091c\u094b \u0915\u093f\u0938\u0940 \u0926\u0940 \u0917\u0908 \u091c\u0928\u0938\u0902\u0916\u094d\u092f\u093e \u0915\u0940 \u0906\u092f\u0941 \u0914\u0930 \u0932\u093f\u0902\u0917 \u0935\u093f\u0924\u0930\u0923 \u0915\u094b \u0926\u0930\u094d\u0936\u093e\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u091c\u0928\u0938\u0902\u0916\u094d\u092f\u093e \u0915\u0940 \u0938\u0902\u0930\u091a\u0928\u093e \u0914\u0930 \u091c\u0928\u0938\u0902\u0916\u094d\u092f\u093e \u0935\u0943\u0926\u094d\u0927\u093f \u0915\u0940 \u092a\u094d\u0930\u0935\u0943\u0924\u094d\u0924\u093f \u0915\u094b \u0938\u092e\u091d\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u094b\u0917\u0940 \u0939\u0948\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u092f\u0939 \u091f\u094d\u092f\u0942\u091f\u094b\u0930\u093f\u092f\u0932 \u092c\u0924\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u091c\u0928\u0938\u0902\u0916\u094d\u092f\u093e \u092a\u093f\u0930\u093e\u092e\u093f\u0921 \u0915\u0948\u0938\u0947 \u092c\u0928\u093e\u092f\u093e \u091c\u093e\u090f:<\/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=\"\u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u0906\u092f\u0941 \u092a\u093f\u0930\u093e\u092e\u093f\u0921\" width=\"505\" height=\"347\" srcset=\"\" sizes=\"auto, \"><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u0906\u092f\u0941 \u092a\u093f\u0930\u093e\u092e\u093f\u0921<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u092e\u093e\u0928 \u0932\u0940\u091c\u093f\u090f \u0915\u093f \u0939\u092e\u093e\u0930\u0947 \u092a\u093e\u0938 \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0921\u0947\u091f\u093e\u0938\u0947\u091f \u0939\u0948\u0902 \u091c\u094b \u0915\u093f\u0938\u0940 \u0926\u093f\u090f \u0917\u090f \u0926\u0947\u0936 \u0915\u0947 \u0932\u093f\u090f \u0906\u092f\u0941 \u0938\u092e\u0942\u0939 \u0915\u0947 \u0905\u0928\u0941\u0938\u093e\u0930 \u092a\u0941\u0930\u0941\u0937\u094b\u0902 \u0914\u0930 \u092e\u0939\u093f\u0932\u093e\u0913\u0902 \u0915\u0940 \u0915\u0941\u0932 \u091c\u0928\u0938\u0902\u0916\u094d\u092f\u093e \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u093f\u0924 \u0915\u0930\u0924\u0947 \u0939\u0948\u0902:<\/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;\">\u0939\u092e \u0921\u0947\u091f\u093e \u0915\u0947 \u0932\u093f\u090f \u091c\u0928\u0938\u0902\u0916\u094d\u092f\u093e \u092a\u093f\u0930\u093e\u092e\u093f\u0921 \u092c\u0928\u093e\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0915\u094b\u0921 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<\/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=\"\u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u0906\u092f\u0941 \u092a\u093f\u0930\u093e\u092e\u093f\u0921\" width=\"506\" height=\"348\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\u0917\u094d\u0930\u093e\u092b \u0938\u0947 \u092a\u0924\u093e \u091a\u0932\u0924\u093e \u0939\u0948 \u0915\u093f \u092a\u0941\u0930\u0941\u0937\u094b\u0902 \u0914\u0930 \u092e\u0939\u093f\u0932\u093e\u0913\u0902 \u0915\u093e \u0935\u093f\u0924\u0930\u0923 \u0915\u093e\u092b\u0940 \u0938\u092e\u092e\u093f\u0924 \u0939\u0948, \u0905\u0927\u093f\u0915\u093e\u0902\u0936 \u0906\u092c\u093e\u0926\u0940 \u092e\u0927\u094d\u092f\u092e \u0906\u092f\u0941 \u0935\u0930\u094d\u0917 \u092e\u0947\u0902 \u0906\u0924\u0940 \u0939\u0948\u0964 \u0907\u0938 \u0917\u094d\u0930\u093e\u092b\u093c \u0915\u094b \u0926\u0947\u0916\u0915\u0930 \u0939\u0940 \u0939\u092e \u0907\u0938 \u0935\u093f\u0936\u0947\u0937 \u0926\u0947\u0936 \u0915\u0940 \u091c\u0928\u0938\u093e\u0902\u0916\u094d\u092f\u093f\u0915\u0940 \u0915\u093e \u0905\u091a\u094d\u091b\u093e \u0905\u0902\u0926\u093e\u091c\u093c\u093e \u0932\u0917\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0927\u094d\u092f\u093e\u0928 \u0926\u0947\u0902 \u0915\u093f \u0906\u092a <a href=\"https:\/\/matplotlib.org\/3.1.0\/gallery\/color\/named_colors.html\" target=\"_blank\" rel=\"noopener\">matplotlib \u0930\u0902\u0917 \u0938\u0942\u091a\u0940<\/a> \u092e\u0947\u0902 \u0930\u0902\u0917\u094b\u0902 \u0915\u094b \u0928\u093f\u0930\u094d\u0926\u093f\u0937\u094d\u091f \u0915\u0930\u0915\u0947 \u092a\u094d\u0932\u0949\u091f \u092a\u0943\u0937\u094d\u0920\u092d\u0942\u092e\u093f \u0914\u0930 \u0905\u0932\u0917-\u0905\u0932\u0917 \u092c\u093e\u0930 \u0915\u0947 \u0930\u0902\u0917\u094b\u0902 \u0915\u094b \u0938\u092e\u093e\u092f\u094b\u091c\u093f\u0924 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u0909\u0926\u093e\u0939\u0930\u0923 \u0915\u0947 \u0932\u093f\u090f, \u0939\u092e &#8220;\u092c\u0947\u091c&#8221; \u092a\u0943\u0937\u094d\u0920\u092d\u0942\u092e\u093f \u0915\u0947 \u0938\u093e\u0925 \u0909\u092a\u092f\u094b\u0917 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f &#8220;\u0939\u0949\u091f\u092a\u093f\u0902\u0915&#8221; \u0914\u0930 &#8220;\u0921\u094b\u091c\u0930\u092c\u094d\u0932\u0942&#8221; \u0928\u093f\u0930\u094d\u0926\u093f\u0937\u094d\u091f \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<\/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=\"\u090f\u0915 \u0905\u0932\u0917 \u0930\u0902\u0917 \u092a\u0948\u0932\u0947\u091f \u0915\u0947 \u0938\u093e\u0925 \u092a\u093e\u092f\u0925\u0928 \u091c\u0928\u0938\u0902\u0916\u094d\u092f\u093e \u092a\u093f\u0930\u093e\u092e\u093f\u0921\" width=\"507\" height=\"349\" srcset=\"\" sizes=\"auto, \"><\/p>\n<p> <span style=\"color: #000000;\">\u0906\u092a\u0915\u094b \u091c\u094b \u0938\u092c\u0938\u0947 \u0905\u091a\u094d\u091b\u093e \u0932\u0917\u0924\u093e \u0939\u0948 \u0909\u0938\u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u092c\u0947\u091d\u093f\u091d\u0915 \u0930\u0902\u0917 \u092a\u0948\u0932\u0947\u091f \u092c\u0926\u0932\u0947\u0902\u0964<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u091c\u0928\u0938\u0902\u0916\u094d\u092f\u093e \u092a\u093f\u0930\u093e\u092e\u093f\u0921 \u090f\u0915 \u0917\u094d\u0930\u093e\u092b \u0939\u0948 \u091c\u094b \u0915\u093f\u0938\u0940 \u0926\u0940 \u0917\u0908 \u091c\u0928\u0938\u0902\u0916\u094d\u092f\u093e \u0915\u0940 \u0906\u092f\u0941 \u0914\u0930 \u0932\u093f\u0902\u0917 \u0935\u093f\u0924\u0930\u0923 \u0915\u094b \u0926\u0930\u094d\u0936\u093e\u0924\u093e \u0939\u0948\u0964 \u092f\u0939 \u091c\u0928\u0938\u0902\u0916\u094d\u092f\u093e \u0915\u0940 \u0938\u0902\u0930\u091a\u0928\u093e \u0914\u0930 \u091c\u0928\u0938\u0902\u0916\u094d\u092f\u093e \u0935\u0943\u0926\u094d\u0927\u093f \u0915\u0940 \u092a\u094d\u0930\u0935\u0943\u0924\u094d\u0924\u093f \u0915\u094b \u0938\u092e\u091d\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0909\u092a\u092f\u094b\u0917\u0940 \u0939\u0948\u0964 \u092f\u0939 \u091f\u094d\u092f\u0942\u091f\u094b\u0930\u093f\u092f\u0932 \u092c\u0924\u093e\u0924\u093e \u0939\u0948 \u0915\u093f \u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u091c\u0928\u0938\u0902\u0916\u094d\u092f\u093e \u092a\u093f\u0930\u093e\u092e\u093f\u0921 \u0915\u0948\u0938\u0947 \u092c\u0928\u093e\u092f\u093e \u091c\u093e\u090f: \u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u0906\u092f\u0941 \u092a\u093f\u0930\u093e\u092e\u093f\u0921 \u092e\u093e\u0928 \u0932\u0940\u091c\u093f\u090f \u0915\u093f \u0939\u092e\u093e\u0930\u0947 \u092a\u093e\u0938 [&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":[],"class_list":["post-838","post","type-post","status-publish","format-standard","hentry","category-3"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u091c\u0928\u0938\u0902\u0916\u094d\u092f\u093e \u092a\u093f\u0930\u093e\u092e\u093f\u0921 \u0915\u0948\u0938\u0947 \u092c\u0928\u093e\u090f\u0902 - \u0938\u094d\u091f\u0947\u091f\u094b\u0932\u0949\u091c\u0940<\/title>\n<meta name=\"description\" content=\"\u092a\u093e\u092f\u0925\u0928 \u092e\u0947\u0902 \u091c\u0928\u0938\u0902\u0916\u094d\u092f\u093e \u092a\u093f\u0930\u093e\u092e\u093f\u0921 \u0915\u0948\u0938\u0947 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