{"id":4309,"date":"2023-07-12T03:04:28","date_gmt":"2023-07-12T03:04:28","guid":{"rendered":"https:\/\/statorials.org\/hi\/%e0%a4%aa%e0%a4%be%e0%a4%82%e0%a4%a1%e0%a4%be-%e0%a4%9f%e0%a5%8d%e0%a4%b0%e0%a4%be%e0%a4%88-%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a5%89%e0%a4%b8\/"},"modified":"2023-07-12T03:04:28","modified_gmt":"2023-07-12T03:04:28","slug":"%e0%a4%aa%e0%a4%be%e0%a4%82%e0%a4%a1%e0%a4%be-%e0%a4%9f%e0%a5%8d%e0%a4%b0%e0%a4%be%e0%a4%88-%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a5%89%e0%a4%b8","status":"publish","type":"post","link":"https:\/\/statorials.org\/hi\/%e0%a4%aa%e0%a4%be%e0%a4%82%e0%a4%a1%e0%a4%be-%e0%a4%9f%e0%a5%8d%e0%a4%b0%e0%a4%be%e0%a4%88-%e0%a4%95%e0%a5%8d%e0%a4%b0%e0%a5%89%e0%a4%b8\/","title":{"rendered":"\u092a\u093e\u0902\u0921\u093e: \u0915\u094d\u0930\u0949\u0938\u0938\u094d\u091f\u0948\u092c \u092e\u0947\u0902 \u092e\u093e\u0928\u094b\u0902 \u0915\u094b \u0915\u0948\u0938\u0947 \u0915\u094d\u0930\u092e\u092c\u0926\u094d\u0927 \u0915\u0930\u0947\u0902"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">\u0906\u092a \u092a\u093e\u0902\u0921\u093e \u0915\u094d\u0930\u0949\u0938\u0938\u094d\u091f\u0948\u092c \u092e\u0947\u0902 \u092a\u0902\u0915\u094d\u0924\u093f\u092f\u094b\u0902 \u092f\u093e \u0938\u094d\u0924\u0902\u092d\u094b\u0902 \u0915\u094b \u0915\u094d\u0930\u092e\u092c\u0926\u094d\u0927 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902:<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u0935\u093f\u0927\u093f 1: \u0915\u094d\u0930\u0949\u0938\u0938\u094d\u091f\u0948\u092c \u0915\u094b \u092a\u0902\u0915\u094d\u0924\u093f \u092e\u093e\u0928\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0915\u094d\u0930\u092e\u092c\u0926\u094d\u0927 \u0915\u0930\u0947\u0902<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>p.d. <span style=\"color: #3366ff;\">crosstab<\/span> (df. <span style=\"color: #3366ff;\">col1<\/span> , df. <span style=\"color: #3366ff;\">col2<\/span> ). <span style=\"color: #3366ff;\">sort_index<\/span> (axis= <span style=\"color: #008000;\">0<\/span> , ascending= <span style=\"color: #008000;\">False<\/span> )\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\"><strong>\u0935\u093f\u0927\u093f 2: \u0915\u094d\u0930\u0949\u0938\u0938\u094d\u091f\u0948\u092c \u0915\u094b \u0915\u0949\u0932\u092e \u092e\u093e\u0928\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0915\u094d\u0930\u092e\u092c\u0926\u094d\u0927 \u0915\u0930\u0947\u0902<\/strong><\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>p.d. <span style=\"color: #3366ff;\">crosstab<\/span> (df. <span style=\"color: #3366ff;\">col1<\/span> , df. <span style=\"color: #3366ff;\">col2<\/span> ). <span style=\"color: #3366ff;\">sort_index<\/span> (axis= <span style=\"color: #008000;\">1<\/span> , ascending= <span style=\"color: #008000;\">False<\/span> )\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0909\u0926\u093e\u0939\u0930\u0923 \u0926\u093f\u0916\u093e\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u092a\u093e\u0902\u0921\u093e \u0915\u094d\u0930\u0949\u0938\u0938\u094d\u091f\u0948\u092c \u0915\u0947 \u0938\u093e\u0925 \u0905\u092d\u094d\u092f\u093e\u0938 \u092e\u0947\u0902 \u0907\u0928\u092e\u0947\u0902 \u0938\u0947 \u092a\u094d\u0930\u0924\u094d\u092f\u0947\u0915 \u0935\u093f\u0927\u093f \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008000;\">import<\/span> pandas <span style=\"color: #008000;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame<\/span>\ndf = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">team<\/span> ': ['A', 'A', 'A', 'B', 'B', 'B', 'B', 'C', 'C', 'C', 'C '],\n                   ' <span style=\"color: #ff0000;\">position<\/span> ':['G', 'G', 'F', 'G', 'F', 'F', 'F', 'G', 'G', 'F', 'F'],\n                   ' <span style=\"color: #ff0000;\">points<\/span> ': [22, 25, 24, 39, 34, 20, 18, 17, 20, 19, 22]})\n<span style=\"color: #000000;\"><span style=\"color: #008080;\">\n#create crosstab to display count of players by team and position\n<\/span>my_crosstab = pd. <span style=\"color: #3366ff;\">crosstab<\/span> (df. <span style=\"color: #3366ff;\">team<\/span> , df. <span style=\"color: #3366ff;\">position<\/span> )\n\n<span style=\"color: #008080;\">#view crosstab\n<\/span><span style=\"color: #008000;\">print<\/span> (my_crosstab)\n\n<\/span>FG position\nteam          \nAT 12\nB 3 1\nC 2 2\n<\/strong><\/pre>\n<h2> <span style=\"color: #000000;\"><strong>\u0909\u0926\u093e\u0939\u0930\u0923 1: \u0915\u094d\u0930\u0949\u0938\u0938\u094d\u091f\u0948\u092c \u0915\u094b \u092a\u0902\u0915\u094d\u0924\u093f \u092e\u093e\u0928\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0915\u094d\u0930\u092e\u092c\u0926\u094d\u0927 \u0915\u0930\u0947\u0902<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0939\u092e <strong>\u091f\u0940\u092e<\/strong> \u0915\u0949\u0932\u092e \u092e\u093e\u0928\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0915\u094d\u0930\u0949\u0938\u0938\u094d\u091f\u0948\u092c \u092a\u0902\u0915\u094d\u0924\u093f\u092f\u094b\u0902 \u0915\u094b \u0905\u0935\u0930\u094b\u0939\u0940 \u0915\u094d\u0930\u092e (Z \u0938\u0947 A) \u092e\u0947\u0902 \u0915\u094d\u0930\u092e\u092c\u0926\u094d\u0927 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0938\u093f\u0902\u091f\u0948\u0915\u094d\u0938 \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;\">#create crosstab with rows sorted from Z to A\n<\/span>p.d. <span style=\"color: #3366ff;\">crosstab<\/span> (df. <span style=\"color: #3366ff;\">team<\/span> , df. <span style=\"color: #3366ff;\">position<\/span> ). <span style=\"color: #3366ff;\">sort_index<\/span> (axis= <span style=\"color: #008000;\">0<\/span> , ascending= <span style=\"color: #008000;\">False<\/span> )\n\nposition F G\nteam\t\t\nC 2 2\nB 3 1\nAT 12\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0927\u094d\u092f\u093e\u0928 \u0926\u0947\u0902 \u0915\u093f \u0915\u094d\u0930\u0949\u0938\u0938\u094d\u091f\u0948\u092c \u092a\u0902\u0915\u094d\u0924\u093f\u092f\u094b\u0902 \u0915\u094b \u0905\u092c <strong>\u091f\u0940\u092e<\/strong> \u092e\u093e\u0928\u094b\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u0909\u0932\u094d\u091f\u0947 \u0935\u0930\u094d\u0923\u092e\u093e\u0932\u093e \u0915\u094d\u0930\u092e \u092e\u0947\u0902 \u0915\u094d\u0930\u092e\u092c\u0926\u094d\u0927 \u0915\u093f\u092f\u093e \u0917\u092f\u093e \u0939\u0948\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u0927\u094d\u092f\u093e\u0928 \u0926\u0947\u0902<\/strong> : <strong>\u0915\u094d\u0930\u0949\u0938\u0938\u094d\u091f\u0948\u092c ()<\/strong> \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0921\u093f\u092b\u093c\u0949\u0932\u094d\u091f \u0930\u0942\u092a \u0938\u0947 \u0915\u094d\u0930\u0949\u0938\u0938\u094d\u091f\u0948\u092c \u092a\u0902\u0915\u094d\u0924\u093f \u092e\u093e\u0928\u094b\u0902 \u0915\u094b \u0935\u0930\u094d\u0923\u092e\u093e\u0932\u093e \u0915\u094d\u0930\u092e (\u090f \u0938\u0947 \u091c\u0947\u0921) \u092e\u0947\u0902 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u0909\u0926\u093e\u0939\u0930\u0923 2: \u0915\u094d\u0930\u0949\u0938\u0938\u094d\u091f\u0948\u092c \u0915\u094b \u0915\u0949\u0932\u092e \u092e\u093e\u0928\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0915\u094d\u0930\u092e\u092c\u0926\u094d\u0927 \u0915\u0930\u0947\u0902<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0939\u092e <strong>\u091f\u0940\u092e<\/strong> \u0915\u0949\u0932\u092e \u092e\u093e\u0928\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0915\u094d\u0930\u0949\u0938\u0938\u094d\u091f\u0948\u092c \u0915\u0949\u0932\u092e \u0915\u094b \u0905\u0935\u0930\u094b\u0939\u0940 \u0915\u094d\u0930\u092e (Z \u0938\u0947 A) \u092e\u0947\u0902 \u0915\u094d\u0930\u092e\u092c\u0926\u094d\u0927 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0938\u093f\u0902\u091f\u0948\u0915\u094d\u0938 \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;\">#create crosstab with columns sorted from Z to A\n<\/span>p.d. <span style=\"color: #3366ff;\">crosstab<\/span> (df. <span style=\"color: #3366ff;\">team<\/span> , df. <span style=\"color: #3366ff;\">position<\/span> ). <span style=\"color: #3366ff;\">sort_index<\/span> (axis= <span style=\"color: #008000;\">1<\/span> , ascending= <span style=\"color: #008000;\">False<\/span> )\n\nG F position\nteam\t\t\nAt 2 1\nB 1 3\nC 2 2\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u0927\u094d\u092f\u093e\u0928 \u0926\u0947\u0902 \u0915\u093f \u0915\u094d\u0930\u0949\u0938\u0938\u094d\u091f\u0948\u092c \u0915\u0949\u0932\u092e \u0905\u092c \u0909\u0932\u094d\u091f\u0947 \u0935\u0930\u094d\u0923\u092e\u093e\u0932\u093e \u0915\u094d\u0930\u092e \u092e\u0947\u0902 <b>\u0938\u094d\u0925\u093f\u0924\u093f<\/b> \u092e\u093e\u0928\u094b\u0902 \u0926\u094d\u0935\u093e\u0930\u093e \u0915\u094d\u0930\u092e\u092c\u0926\u094d\u0927 \u0915\u093f\u090f \u0917\u090f \u0939\u0948\u0902\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u0927\u094d\u092f\u093e\u0928 \u0926\u0947\u0902<\/strong> : <strong>\u0915\u094d\u0930\u0949\u0938\u0938\u094d\u091f\u0948\u092c ()<\/strong> \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0921\u093f\u092b\u093c\u0949\u0932\u094d\u091f \u0930\u0942\u092a \u0938\u0947 \u0915\u094d\u0930\u0949\u0938\u0938\u094d\u091f\u0948\u092c \u0915\u0949\u0932\u092e \u092e\u093e\u0928\u094b\u0902 \u0915\u094b \u0935\u0930\u094d\u0923\u092e\u093e\u0932\u093e \u0915\u094d\u0930\u092e (\u090f \u0938\u0947 \u091c\u0947\u0921) \u092e\u0947\u0902 \u092a\u094d\u0930\u0926\u0930\u094d\u0936\u093f\u0924 \u0915\u0930\u0924\u093e \u0939\u0948\u0964<\/span><\/p>\n<p> <span style=\"color: #000000;\"><strong>\u0928\u094b\u091f<\/strong> : \u0906\u092a \u092a\u093e\u0902\u0921\u093e <strong>\u0915\u094d\u0930\u0949\u0938\u091f\u0948\u092c()<\/strong> \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u0915\u093e \u092a\u0942\u0930\u093e \u0926\u0938\u094d\u0924\u093e\u0935\u0947\u091c\u093c <a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/stable\/reference\/api\/pandas.crosstab.html\" target=\"_blank\" rel=\"noopener\">\u092f\u0939\u093e\u0902<\/a> \u092a\u093e \u0938\u0915\u0924\u0947 \u0939\u0948\u0902\u0964<\/span><\/p>\n<h2> <span style=\"color: #000000;\"><strong>\u0905\u0924\u093f\u0930\u093f\u0915\u094d\u0924 \u0938\u0902\u0938\u093e\u0927\u0928<\/strong><\/span><\/h2>\n<p> <span style=\"color: #000000;\">\u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u091f\u094d\u092f\u0942\u091f\u094b\u0930\u093f\u092f\u0932 \u092c\u0924\u093e\u0924\u0947 \u0939\u0948\u0902 \u0915\u093f \u092a\u093e\u0902\u0921\u093e \u092e\u0947\u0902 \u0905\u0928\u094d\u092f \u0938\u093e\u092e\u093e\u0928\u094d\u092f \u0915\u093e\u0930\u094d\u092f \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902:<\/span><\/p>\n<p> <a href=\"https:\/\/statorials.org\/hi\/\u092a\u093e\u0902\u0921\u093e-\u0915\u094d\u0930\u0949\u0938-\u091f\u0947\u092c\u0932-\u092a\u094d\u0930\u0924\u093f\u0936\u0924\/\" target=\"_blank\" rel=\"noopener\">\u092a\u093e\u0902\u0921\u093e: \u092a\u094d\u0930\u0924\u093f\u0936\u0924 \u0915\u0947 \u0938\u093e\u0925 \u0915\u094d\u0930\u0949\u0938\u0938\u094d\u091f\u0948\u092c \u0915\u0948\u0938\u0947 \u092c\u0928\u093e\u090f\u0902<\/a><br \/> <a href=\"https:\/\/statorials.org\/hi\/\u092a\u093e\u0902\u0921\u093e-\u0915\u094d\u0930\u0949\u0938-\u091f\u0947\u092c\u0932-\u090f\u0917\u092b\u0902\u0915\/\" target=\"_blank\" rel=\"noopener\">\u092a\u093e\u0902\u0921\u093e: \u0915\u094d\u0930\u0949\u0938\u091f\u0948\u092c() \u092b\u093c\u0902\u0915\u094d\u0936\u0928 \u092e\u0947\u0902 \u090f\u0917\u092b\u0902\u0915 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0948\u0938\u0947 \u0915\u0930\u0947\u0902<\/a><br \/> <a href=\"https:\/\/statorials.org\/hi\/\u092a\u093e\u0902\u0921\u093e-\u0915\u094d\u0930\u0949\u0938-\u091f\u0947\u092c\u0932\/\" target=\"_blank\" rel=\"noopener\">\u092a\u093e\u0902\u0921\u093e: \u0915\u094d\u0930\u0949\u0938\u0938\u094d\u091f\u0948\u092c \u0938\u0947 \u092c\u093e\u0930 \u092a\u094d\u0932\u0949\u091f \u0915\u0948\u0938\u0947 \u092c\u0928\u093e\u090f\u0902<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0906\u092a \u092a\u093e\u0902\u0921\u093e \u0915\u094d\u0930\u0949\u0938\u0938\u094d\u091f\u0948\u092c \u092e\u0947\u0902 \u092a\u0902\u0915\u094d\u0924\u093f\u092f\u094b\u0902 \u092f\u093e \u0938\u094d\u0924\u0902\u092d\u094b\u0902 \u0915\u094b \u0915\u094d\u0930\u092e\u092c\u0926\u094d\u0927 \u0915\u0930\u0928\u0947 \u0915\u0947 \u0932\u093f\u090f \u0928\u093f\u092e\u094d\u0928\u0932\u093f\u0916\u093f\u0924 \u0935\u093f\u0927\u093f\u092f\u094b\u0902 \u0915\u093e \u0909\u092a\u092f\u094b\u0917 \u0915\u0930 \u0938\u0915\u0924\u0947 \u0939\u0948\u0902: \u0935\u093f\u0927\u093f 1: \u0915\u094d\u0930\u0949\u0938\u0938\u094d\u091f\u0948\u092c \u0915\u094b \u092a\u0902\u0915\u094d\u0924\u093f \u092e\u093e\u0928\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0915\u094d\u0930\u092e\u092c\u0926\u094d\u0927 \u0915\u0930\u0947\u0902 p.d. crosstab (df. col1 , df. col2 ). sort_index (axis= 0 , ascending= False ) \u0935\u093f\u0927\u093f 2: \u0915\u094d\u0930\u0949\u0938\u0938\u094d\u091f\u0948\u092c \u0915\u094b \u0915\u0949\u0932\u092e \u092e\u093e\u0928\u094b\u0902 \u0915\u0947 \u0906\u0927\u093e\u0930 \u092a\u0930 \u0915\u094d\u0930\u092e\u092c\u0926\u094d\u0927 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