{"id":866,"date":"2023-07-28T12:03:55","date_gmt":"2023-07-28T12:03:55","guid":{"rendered":"https:\/\/statorials.org\/my\/%e1%80%a1%e1%80%81%e1%80%bb%e1%80%ad%e1%80%af%e1%80%b7-python-plot-%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8\/"},"modified":"2023-07-28T12:03:55","modified_gmt":"2023-07-28T12:03:55","slug":"%e1%80%a1%e1%80%81%e1%80%bb%e1%80%ad%e1%80%af%e1%80%b7-python-plot-%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/%e1%80%a1%e1%80%81%e1%80%bb%e1%80%ad%e1%80%af%e1%80%b7-python-plot-%e1%80%99%e1%80%bb%e1%80%ac%e1%80%b8\/","title":{"rendered":"Python \u1010\u103d\u1004\u103a qq plot \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">&#8220; quantile-quantile&#8221;  \u104f \u1021\u1010\u102d\u102f\u1000\u1031\u102c\u1000\u103a\u1016\u103c\u1005\u103a\u101e\u1031\u102c <strong>QQ \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a<\/strong> \u1010\u1005\u103a\u1001\u102f\u1021\u102c\u1038 \u101e\u102e\u1021\u102d\u102f\u101b\u102e\u1021\u101b \u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1019\u103e\u102f\u1019\u103e \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1010\u1005\u103a\u1001\u102f \u1016\u103c\u1005\u103a\u1014\u102d\u102f\u1004\u103a\u1001\u103b\u1031 \u101b\u103e\u102d\u1019\u101b\u103e\u102d \u1021\u1000\u1032\u1016\u103c\u1010\u103a\u101b\u1014\u103a \u1019\u1000\u103c\u102c\u1001\u100f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1000\u102d\u1005\u1039\u1005\u1021\u1019\u103b\u102c\u1038\u1005\u102f\u1010\u103d\u1004\u103a\u104a \u1012\u1031\u1010\u102c\u1021\u1005\u102f\u1036\u101e\u100a\u103a <a href=\"https:\/\/statorials.org\/my\/\u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1016\u103c\u1014\u1037\u103a\u1016\u103c\u1030\u1038\u1019\u103e\u102f\/\" target=\"_blank\" rel=\"noopener\">\u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1019\u103e\u102f<\/a> \u1014\u1031\u102c\u1000\u103a\u101e\u102d\u102f\u1037\u101c\u102d\u102f\u1000\u103a\u1001\u103c\u1004\u103a\u1038 \u101b\u103e\u102d\u104a \u1019\u101b\u103e\u102d \u1006\u102f\u1036\u1038\u1016\u103c\u1010\u103a\u101b\u1014\u103a \u1024\u1000\u103c\u1036\u1005\u100a\u103a\u1019\u103e\u102f\u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u101e\u100a\u103a Python \u101b\u103e\u102d \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1010\u1005\u103a\u1001\u102f\u1021\u1010\u103d\u1000\u103a QQ \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1011\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>\u1025\u1015\u1019\u102c- Python \u1010\u103d\u1004\u103a QQ \u1000\u103c\u1036\u1005\u100a\u103a\u1019\u103e\u102f<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">\u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1010\u103d\u1004\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038 100 \u104f \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1012\u1031\u1010\u102c\u1021\u1005\u102f\u101b\u103e\u102d\u101e\u100a\u103a\u1006\u102d\u102f\u1015\u102b\u1005\u102d\u102f\u1037\u104b<\/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\n<span style=\"color: #008080;\">#create dataset with 100 values that follows a normal distribution\n<\/span>np.random.seed(0)\ndata = np.random.normal(0,1, 1000)\n\n<span style=\"color: #008080;\">#view first 10 values\n<\/span>data[:10] \n\narray([ 1.76405235, 0.40015721, 0.97873798, 2.2408932 , 1.86755799,\n       -0.97727788, 0.95008842, -0.15135721, -0.10321885, 0.4105985 ])<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">\u1024\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1021\u1010\u103d\u1000\u103a QQ \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1016\u1014\u103a\u1010\u102e\u1038\u101b\u1014\u103a\u104a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a statsmodels \u1005\u102c\u1000\u103c\u100a\u1037\u103a\u1010\u102d\u102f\u1000\u103a\u1019\u103e <a href=\"https:\/\/www.statsmodels.org\/stable\/generated\/statsmodels.graphics.gofplots.qqplot.html\" target=\"_blank\" rel=\"noopener\">qqplot() \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f<\/a> \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u1015\u102b\u101e\u100a\u103a\u104b<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> statsmodels.api <span style=\"color: #107d3f;\">as<\/span> sm\n<span style=\"color: #107d3f;\">import<\/span> matplotlib.pyplot <span style=\"color: #107d3f;\">as<\/span> plt\n\n<span style=\"color: #008080;\">#create QQ plot with 45-degree line added to plot<\/span>\nfig = sm.qqplot(data, line='45')\nplt.show()\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9410 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/qqplotpython1.png\" alt=\"Python \u1010\u103d\u1004\u103a QQ Plot\" width=\"417\" height=\"275\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">QQ \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u1010\u103d\u1004\u103a\u104a x-axis \u101e\u100a\u103a <strong>\u101e\u102e\u1021\u102d\u102f\u101b\u102e\u1006\u102d\u102f\u1004\u103a\u101b\u102c \u1015\u1019\u102c\u100f\u1019\u103b\u102c\u1038\u1000\u102d\u102f<\/strong> \u1015\u103c\u101e\u101e\u100a\u103a\u104b \u1006\u102d\u102f\u101c\u102d\u102f\u101e\u100a\u103a\u1019\u103e\u102c \u104e\u1004\u103a\u1038\u101e\u100a\u103a \u101e\u1004\u103a\u104f \u1012\u1031\u1010\u102c\u1021\u1019\u103e\u1014\u103a\u1000\u102d\u102f \u1019\u1015\u103c\u1018\u1032 \u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1021\u1010\u102d\u102f\u1004\u103a\u1038 \u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1015\u102b\u1000 \u101e\u1004\u1037\u103a\u1012\u1031\u1010\u102c\u101e\u100a\u103a \u1019\u100a\u103a\u101e\u100a\u1037\u103a\u1014\u1031\u101b\u102c\u1010\u103d\u1004\u103a \u101b\u103e\u102d\u1019\u100a\u103a\u1000\u102d\u102f \u1000\u102d\u102f\u101a\u103a\u1005\u102c\u1038\u1015\u103c\u102f\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">Y \u101d\u1004\u103a\u101b\u102d\u102f\u1038\u101e\u100a\u103a \u101e\u1004\u103a\u104f <strong>\u101c\u1000\u103a\u101b\u103e\u102d\u1012\u1031\u1010\u102c\u1000\u102d\u102f<\/strong> \u1015\u103c\u101e\u101e\u100a\u103a\u104b \u1006\u102d\u102f\u101c\u102d\u102f\u101e\u100a\u103a\u1019\u103e\u102c \u1012\u1031\u1010\u102c\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u101e\u100a\u103a 45 \u1012\u102e\u1002\u101b\u102e\u1011\u1031\u102c\u1004\u1037\u103a\u1010\u103d\u1004\u103a \u1021\u1000\u103c\u1019\u103a\u1038\u1016\u103b\u1004\u103a\u1038\u1016\u103c\u1031\u102c\u1004\u1037\u103a\u1019\u103b\u1009\u103a\u1038\u1021\u1010\u102d\u102f\u1004\u103a\u1038 \u101c\u102d\u102f\u1000\u103a\u1014\u102c\u1015\u102b\u1000 \u1012\u1031\u1010\u102c\u1000\u102d\u102f \u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1021\u102c\u1038\u1016\u103c\u1004\u1037\u103a \u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u1012\u1031\u1010\u102c\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u101e\u100a\u103a 45 \u1012\u102e\u1002\u101b\u102e\u1000\u102d\u102f \u1021\u1014\u102e\u1038\u1000\u1015\u103a\u101c\u102d\u102f\u1000\u103a\u1014\u102c\u101c\u1031\u1037\u101b\u103e\u102d\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u1021\u1011\u1000\u103a\u1016\u1031\u102c\u103a\u1015\u103c\u1015\u102b \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u104f QQ \u1000\u103d\u1000\u103a\u1010\u103d\u1004\u103a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1010\u103d\u1031\u1037\u1019\u103c\u1004\u103a\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104a \u1006\u102d\u102f\u101c\u102d\u102f\u101e\u100a\u103a\u1019\u103e\u102c \u1012\u1031\u1010\u102c\u101e\u100a\u103a \u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1014\u102d\u102f\u1004\u103a\u1016\u103d\u101a\u103a\u101b\u103e\u102d\u101e\u100a\u103a\u104b <a href=\"https:\/\/numpy.org\/doc\/stable\/reference\/random\/generated\/numpy.random.normal.html\" target=\"_blank\" rel=\"noopener\">numpy.random.normal() \u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f<\/a> \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d \u1012\u1031\u1010\u102c\u1010\u1014\u103a\u1016\u102d\u102f\u1038 100 \u1000\u102d\u102f \u1011\u102f\u1010\u103a\u1015\u1031\u1038\u101e\u100a\u1037\u103a\u1021\u1010\u103d\u1000\u103a \u1021\u1036\u1037\u101e\u103c\u1005\u101b\u102c\u1019\u1016\u103c\u1005\u103a\u101e\u1004\u1037\u103a\u1015\u102b\u104b<\/span><\/p>\n<p> <span style=\"color: #000000;\">\u101a\u1004\u103a\u1038\u1021\u1005\u102c\u1038\u104a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a 100 \u1010\u1005\u103a\u1015\u103c\u1031\u1038\u100a\u102e \u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1011\u102c\u1038\u101e\u1031\u102c \u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038 \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1011\u102f\u1010\u103a\u1015\u1031\u1038\u1015\u103c\u102e\u1038 \u1011\u102d\u102f\u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1021\u1010\u103d\u1000\u103a QQ \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1001\u1032\u1037\u1015\u102b\u1000 \u1005\u1009\u103a\u1038\u1005\u102c\u1038\u1000\u103c\u100a\u1037\u103a\u1015\u102b-<\/span> <\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#create dataset of 100 uniformly distributed values<\/span>\ndata = np.random.uniform(0,1, 1000)\n\n<span style=\"color: #008080;\">#generate QQ plot for the dataset\n<\/span>fig = sm.qqplot(data, line='45')\nplt.show()\n<\/strong><\/pre>\n<p><img decoding=\"async\" loading=\"lazy\" class=\"aligncenter wp-image-9412 \" src=\"https:\/\/statorials.org\/wp-content\/uploads\/2023\/08\/qqplotpython2.png\" alt=\"Q-Q \u101e\u100a\u103a matplotlib \u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u104d Python \u1010\u103d\u1004\u103a \u1019\u103b\u1009\u103a\u1038\u1016\u103c\u1031\u102c\u1004\u1037\u103a\u1016\u103c\u1004\u1037\u103a \u1000\u103c\u1036\u1005\u100a\u103a\u1019\u103e\u102f\" width=\"418\" height=\"281\" srcset=\"\" sizes=\"\"><\/p>\n<p> <span style=\"color: #000000;\">\u1012\u1031\u1010\u102c\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u101e\u100a\u103a 45 \u1012\u102e\u1002\u101b\u102e \u1021\u1014\u102e\u101b\u1031\u102c\u1004\u103a\u1019\u103b\u1009\u103a\u1038\u1000\u102d\u102f \u101c\u102d\u102f\u1000\u103a\u1014\u102c\u1001\u103c\u1004\u103a\u1038\u1019\u101b\u103e\u102d\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u101b\u103e\u1004\u103a\u1038\u101b\u103e\u1004\u103a\u1038\u101c\u1004\u103a\u1038\u101c\u1004\u103a\u1038\u101e\u102d\u101b\u1015\u103c\u102e\u1038 \u104e\u1004\u103a\u1038\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1016\u103c\u1014\u1037\u103a\u1016\u103c\u1030\u1038\u1019\u103e\u102f\u1000\u102d\u102f \u1019\u101c\u102d\u102f\u1000\u103a\u1014\u102c\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u100a\u103d\u103e\u1014\u103a\u1015\u103c\u101e\u100a\u103a\u104b<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>QQ Plots \u1010\u103d\u1004\u103a \u1019\u103e\u1010\u103a\u1005\u102f\u1019\u103b\u102c\u1038<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">QQ \u1019\u103c\u1031\u1000\u103d\u1000\u103a\u1019\u103b\u102c\u1038\u1021\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1019\u103e\u1010\u103a\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1019\u103e\u1010\u103a\u101e\u102c\u1038\u1011\u102c\u1038\u1015\u102b\u104b<\/span><\/p>\n<ul>\n<li> <span style=\"color: #000000;\">QQ \u1000\u103c\u1036\u1005\u100a\u103a\u1019\u103e\u102f\u1010\u1005\u103a\u1001\u102f\u101e\u100a\u103a \u1010\u101b\u102c\u1038\u101d\u1004\u103a\u1005\u102c\u101b\u1004\u103a\u1038\u1021\u1004\u103a\u1038\u1005\u1019\u103a\u1038\u101e\u1015\u103a\u1019\u103e\u102f\u1019\u101f\u102f\u1010\u103a\u101e\u1031\u102c\u103a\u101c\u100a\u103a\u1038\u104a \u104e\u1004\u103a\u1038\u101e\u100a\u103a \u1012\u1031\u1010\u102c\u1021\u1005\u102f\u1036\u1000\u102d\u102f \u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1001\u103c\u1004\u103a\u1038\u101b\u103e\u102d\u104a \u1019\u101b\u103e\u102d \u1005\u1005\u103a\u1006\u1031\u1038\u101b\u1014\u103a \u101b\u102d\u102f\u1038\u101b\u103e\u1004\u103a\u1038\u101e\u1031\u102c\u1014\u100a\u103a\u1038\u101c\u1019\u103a\u1038\u1000\u102d\u102f \u1015\u1036\u1037\u1015\u102d\u102f\u1038\u1015\u1031\u1038\u1015\u102b\u101e\u100a\u103a\u104b<\/span><\/li>\n<li> <span style=\"color: #000000;\">\u1021\u101e\u102f\u1036\u1038\u1014\u100a\u103a\u1038\u1015\u103c\u102e\u1038 \u1021\u101e\u102f\u1036\u1038\u1014\u100a\u103a\u1038\u101e\u1031\u102c \u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1019\u103e\u102f\u104f\u1021\u1019\u103c\u102e\u1038\u1010\u103d\u1004\u103a \u1000\u103b\u1014\u1031\u101e\u100a\u1037\u103a \u1012\u1031\u1010\u102c\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1001\u103d\u1032\u1001\u103c\u1019\u103a\u1038\u1005\u102d\u1010\u103a\u1016\u103c\u102c\u101b\u1014\u103a\u1021\u1010\u103d\u1000\u103a \u1021\u101e\u102f\u1036\u1038\u1014\u100a\u103a\u1038\u101e\u1031\u102c <a href=\"https:\/\/en.wikipedia.org\/wiki\/P%E2%80%93P_plot\" target=\"_blank\" rel=\"noopener\">PP \u1000\u103d\u1000\u103a\u1019\u103b\u102c\u1038\u1014\u103e\u1004\u1037\u103a QQ \u1000\u103d\u1000\u103a\u1019\u103b\u102c\u1038\u1000\u102d\u102f<\/a> \u1019\u101b\u1031\u102c\u1011\u103d\u1031\u1038\u1019\u102d\u1005\u1031\u101b\u1014\u103a \u101e\u1010\u102d\u1011\u102c\u1038\u1015\u102b\u104b<\/span><\/li>\n<\/ul>\n<p> <span style=\"color: #000000;\"><em>\u1014\u1031\u102c\u1000\u103a\u1011\u1015\u103a Python \u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1019\u103b\u102c\u1038\u1000\u102d\u102f <a href=\"https:\/\/statorials.org\">\u1024\u1014\u1031\u101b\u102c\u1010\u103d\u1004\u103a<\/a> \u101b\u103e\u102c\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a\u104b<\/em><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>&#8220; quantile-quantile&#8221; \u104f \u1021\u1010\u102d\u102f\u1000\u1031\u102c\u1000\u103a\u1016\u103c\u1005\u103a\u101e\u1031\u102c QQ \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a \u1010\u1005\u103a\u1001\u102f\u1021\u102c\u1038 \u101e\u102e\u1021\u102d\u102f\u101b\u102e\u1021\u101b \u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1019\u103e\u102f\u1019\u103e \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1010\u1005\u103a\u1001\u102f \u1016\u103c\u1005\u103a\u1014\u102d\u102f\u1004\u103a\u1001\u103b\u1031 \u101b\u103e\u102d\u1019\u101b\u103e\u102d \u1021\u1000\u1032\u1016\u103c\u1010\u103a\u101b\u1014\u103a \u1019\u1000\u103c\u102c\u1001\u100f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1015\u102b\u101e\u100a\u103a\u104b \u1000\u102d\u1005\u1039\u1005\u1021\u1019\u103b\u102c\u1038\u1005\u102f\u1010\u103d\u1004\u103a\u104a \u1012\u1031\u1010\u102c\u1021\u1005\u102f\u1036\u101e\u100a\u103a \u1015\u102f\u1036\u1019\u103e\u1014\u103a\u1016\u103c\u1014\u1037\u103a\u101d\u1031\u1019\u103e\u102f \u1014\u1031\u102c\u1000\u103a\u101e\u102d\u102f\u1037\u101c\u102d\u102f\u1000\u103a\u1001\u103c\u1004\u103a\u1038 \u101b\u103e\u102d\u104a \u1019\u101b\u103e\u102d \u1006\u102f\u1036\u1038\u1016\u103c\u1010\u103a\u101b\u1014\u103a \u1024\u1000\u103c\u1036\u1005\u100a\u103a\u1019\u103e\u102f\u1021\u1019\u103b\u102d\u102f\u1038\u1021\u1005\u102c\u1038\u1000\u102d\u102f \u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u101e\u100a\u103a\u104b \u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u101e\u100a\u103a Python \u101b\u103e\u102d \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1010\u1005\u103a\u1001\u102f\u1021\u1010\u103d\u1000\u103a QQ \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038\u1000\u102d\u102f \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1011\u102c\u1038\u101e\u100a\u103a\u104b \u1025\u1015\u1019\u102c- Python \u1010\u103d\u1004\u103a QQ \u1000\u103c\u1036\u1005\u100a\u103a\u1019\u103e\u102f \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1010\u103d\u1004\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038 100 \u104f \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u1012\u1031\u1010\u102c\u1021\u1005\u102f\u101b\u103e\u102d\u101e\u100a\u103a\u1006\u102d\u102f\u1015\u102b\u1005\u102d\u102f\u1037\u104b import numpy as np #create dataset with 100 values that follows a normal distribution [&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>Python - Statology \u1010\u103d\u1004\u103a QQ Plot \u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038<\/title>\n<meta name=\"description\" content=\"Python \u1010\u103d\u1004\u103a QQ \u1000\u103d\u1000\u103a\u1000\u103d\u1000\u103a\u1016\u1014\u103a\u1010\u102e\u1038\u1014\u100a\u103a\u1038 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