{"id":836,"date":"2023-07-28T14:27:08","date_gmt":"2023-07-28T14:27:08","guid":{"rendered":"https:\/\/statorials.org\/my\/%e1%80%90%e1%80%b0%e1%80%8a%e1%80%ae%e1%80%9e%e1%80%b1%e1%80%ac%e1%80%80%e1%80%bc%e1%80%ad%e1%80%99%e1%80%ba%e1%80%94%e1%80%be%e1%80%af%e1%80%94%e1%80%ba%e1%80%b8-binning-python\/"},"modified":"2023-07-28T14:27:08","modified_gmt":"2023-07-28T14:27:08","slug":"%e1%80%90%e1%80%b0%e1%80%8a%e1%80%ae%e1%80%9e%e1%80%b1%e1%80%ac%e1%80%80%e1%80%bc%e1%80%ad%e1%80%99%e1%80%ba%e1%80%94%e1%80%be%e1%80%af%e1%80%94%e1%80%ba%e1%80%b8-binning-python","status":"publish","type":"post","link":"https:\/\/statorials.org\/my\/%e1%80%90%e1%80%b0%e1%80%8a%e1%80%ae%e1%80%9e%e1%80%b1%e1%80%ac%e1%80%80%e1%80%bc%e1%80%ad%e1%80%99%e1%80%ba%e1%80%94%e1%80%be%e1%80%af%e1%80%94%e1%80%ba%e1%80%b8-binning-python\/","title":{"rendered":"Python \u1010\u103d\u1004\u103a \u1010\u1030\u100a\u102e\u101e\u1031\u102c\u1000\u103c\u102d\u1019\u103a\u1014\u103e\u102f\u1014\u103a\u1038 binning"},"content":{"rendered":"

<\/p>\n

\n

\u1005\u102c\u101b\u1004\u103a\u1038\u1007\u101a\u102c\u1038\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1021\u102f\u1015\u103a\u1005\u102f\u1016\u103d\u1032\u1037\u1001\u103c\u1004\u103a\u1038\u101e\u100a\u103a<\/strong> \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u102c\u1014\u103a\u1038\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1021\u102f\u1015\u103a\u1005\u102f\u1019\u103b\u102c\u1038<\/em> \u1021\u1016\u103c\u1005\u103a \u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1001\u103c\u1004\u103a\u1038\u101c\u102f\u1015\u103a\u1004\u1014\u103a\u1038\u1005\u1009\u103a\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b<\/span><\/p>\n

\u1021\u1005\u102f\u1021\u101d\u1031\u1038\u104f\u1021\u101e\u102f\u1036\u1038\u1021\u1019\u103b\u102c\u1038\u1006\u102f\u1036\u1038\u1015\u102f\u1036\u1005\u1036\u1000\u102d\u102f \u1010\u1030\u100a\u102e\u101e\u1031\u102c\u1021\u1014\u1036\u101b\u103e\u102d\u101e\u1031\u102c\u1021\u1005\u102f\u1021\u101d\u1031\u1038\u1019\u103b\u102c\u1038<\/strong> \u101f\u102f\u1001\u1031\u102b\u103a\u101e\u100a\u103a\u104a \u101a\u1004\u103a\u1038\u1010\u103d\u1004\u103a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1011\u102c\u1038\u101e\u1031\u102c\u1012\u1031\u1010\u102c\u1000\u102d\u102f \u1021\u100a\u102e\u1021\u1019\u103b\u103e\u1021\u1000\u103b\u101a\u103a\u101b\u103e\u102d\u101e\u1031\u102c k<\/em> \u1021\u102f\u1015\u103a\u1005\u102f\u1019\u103b\u102c\u1038\u1021\u1016\u103c\u1005\u103a \u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103c\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n

\u1021\u101e\u102f\u1036\u1038\u1014\u100a\u103a\u1038\u101e\u1031\u102c \u1021\u1005\u102f\u1021\u101d\u1031\u1038\u1015\u102f\u1036\u1005\u1036\u1000\u102d\u102f \u1000\u103c\u102d\u1019\u103a\u1014\u103e\u102f\u1014\u103a\u1038\u100a\u102e\u1019\u103b\u103e\u101e\u1031\u102c \u1000\u103c\u102d\u1019\u103a\u1014\u103e\u102f\u1014\u103a\u1038\u1021\u1005\u102f\u1021\u101d\u1031\u1038<\/strong> \u101f\u102f \u1001\u1031\u102b\u103a\u101e\u100a\u103a\u104a \u101a\u1004\u103a\u1038\u1010\u103d\u1004\u103a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1011\u102c\u1038\u101e\u1031\u102c \u1012\u1031\u1010\u102c\u1000\u102d\u102f \u1000\u103c\u102d\u1019\u103a\u1014\u103e\u102f\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u101b\u103e\u102d\u101e\u100a\u1037\u103a k<\/em> \u1021\u102f\u1015\u103a\u1005\u102f\u1019\u103b\u102c\u1038\u1021\u1016\u103c\u1005\u103a \u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103c\u102c\u1038\u1011\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n

\u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1010\u103d\u1004\u103a python \u1010\u103d\u1004\u103a \u1010\u1030\u100a\u102e\u101e\u1031\u102c\u1000\u103c\u102d\u1019\u103a\u1014\u103e\u102f\u1014\u103a\u1038\u1021\u1005\u102f\u1021\u101d\u1031\u1038\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1011\u102c\u1038\u101e\u100a\u103a\u104b<\/span><\/p>\n

Python \u1010\u103d\u1004\u103a \u1010\u1030\u100a\u102e\u101e\u1031\u102c\u1000\u103c\u102d\u1019\u103a\u1014\u103e\u102f\u1014\u103a\u1038 Binning<\/strong><\/span><\/h3>\n

\u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1010\u103d\u1004\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038 100 \u1015\u102b\u101e\u1031\u102c \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1010\u1005\u103a\u1001\u102f\u101b\u103e\u102d\u101e\u100a\u103a\u1006\u102d\u102f\u1015\u102b\u1005\u102d\u102f\u1037\u104b<\/span><\/p>\n

 import<\/span> numpy as<\/span> np\nimport<\/span> matplotlib.pyplot as<\/span> plt\n\n#create data<\/span>\nnp.random.seed(1)\ndata = np.random.randn(100)\n\n#view first 5 values\n<\/span><\/strong>data[:5]\n\narray([ 1.62434536, -0.61175641, -0.52817175, -1.07296862, 0.86540763])\n<\/b><\/pre>\n
 \u1010\u1030\u100a\u102e\u101e\u1031\u102c \u1021\u1000\u103b\u101a\u103a\u1000\u102d\u102f \u1021\u102f\u1015\u103a\u1005\u102f\u1016\u103d\u1032\u1037\u1001\u103c\u1004\u103a\u1038-<\/strong><\/span><\/p>\n
 \u1024\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f\u1015\u103c\u101e\u101b\u1014\u103a \u101f\u102e\u1005\u1010\u102d\u102f\u1002\u101b\u1019\u103a\u1010\u1005\u103a\u1001\u102f\u1000\u102d\u102f \u1016\u1014\u103a\u1010\u102e\u1038\u1015\u102b\u1000\u104a Python \u101e\u100a\u103a \u1010\u1030\u100a\u102e\u101e\u1031\u102c\u1021\u1014\u1036\u1016\u103c\u1004\u1037\u103a \u1021\u102f\u1015\u103a\u1005\u102f\u1016\u103d\u1032\u1037\u1001\u103c\u1004\u103a\u1038\u101e\u102d\u102f\u1037 \u1015\u102f\u1036\u101e\u1031\u1016\u103c\u1005\u103a\u101c\u102d\u1019\u1037\u103a\u1019\u100a\u103a-<\/span> <\/p>\n
 #create histogram with equal-width bins<\/span>\nn, bins, patches = plt.hist(data, edgecolor='black')\nplt.show()\n\n#display bin boundaries and frequency per bin<\/span> \nbins, n\n\n(array([-2.3015387 , -1.85282729, -1.40411588, -0.95540447, -0.50669306,\n        -0.05798165, 0.39072977, 0.83944118, 1.28815259, 1.736864,\n         2.18557541]),\n array([ 3., 1., 6., 17., 19., 20., 14., 12., 5., 3.]))\n<\/strong><\/pre>\n
\"\"<\/p>\n
 \u1021\u102f\u1015\u103a\u1005\u102f\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1010\u103d\u1004\u103a \u1001\u1014\u1037\u103a\u1019\u103e\u1014\u103a\u1038\u1001\u103c\u1031 0.4487 \u1014\u103e\u1004\u1037\u103a \u1010\u1030\u100a\u102e\u101e\u1031\u102c\u1021\u1000\u103b\u101a\u103a\u101b\u103e\u102d\u101e\u1031\u102c\u103a\u101c\u100a\u103a\u1038 \u1021\u102f\u1015\u103a\u1005\u102f\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1010\u103d\u1004\u103a \u1010\u1030\u100a\u102e\u101e\u1031\u102c\u101c\u1031\u1037\u101c\u102c\u1010\u103d\u1031\u1037\u101b\u103e\u102d\u1001\u103b\u1000\u103a\u1015\u1019\u102c\u100f \u1019\u1015\u102b\u101d\u1004\u103a\u1015\u102b\u104b \u1025\u1015\u1019\u102c\u1021\u102c\u1038\u1016\u103c\u1004\u103a\u1037:<\/span><\/p>\n
    \n
  •  \u1015\u1011\u1019\u1015\u102f\u1036\u1038\u101e\u100a\u103a -2.3015387 \u1019\u103e -1.8528279 \u1021\u1011\u102d \u1001\u103b\u1032\u1037\u1011\u103d\u1004\u103a\u1015\u103c\u102e\u1038 \u101c\u1031\u1037\u101c\u102c\u1001\u103b\u1000\u103a 3 \u1001\u102f \u1015\u102b\u101b\u103e\u102d\u101e\u100a\u103a\u104b<\/span><\/li>\n
  •  \u1012\u102f\u1010\u102d\u101a\u1015\u102f\u1036\u1038\u101e\u100a\u103a -1.8528279 \u1019\u103e -1.40411588 \u101e\u102d\u102f\u1037 \u1010\u102d\u102f\u1038\u1001\u103b\u1032\u1037\u1015\u103c\u102e\u1038 1 \u1005\u1030\u1038\u1005\u1019\u103a\u1038\u1019\u103e\u102f\u1015\u102b\u101b\u103e\u102d\u101e\u100a\u103a\u104b<\/span><\/li>\n
  •  \u1010\u1010\u102d\u101a\u1015\u102f\u1036\u1038\u101e\u100a\u103a -1.40411588 \u1019\u103e -0.95540447 \u101e\u102d\u102f\u1037 \u1010\u102d\u102f\u1038\u1001\u103b\u1032\u1037\u1015\u103c\u102e\u1038 6 \u1001\u103b\u1000\u103a\u1015\u102b\u101b\u103e\u102d\u101e\u100a\u103a\u104b<\/span><\/li>\n<\/ul>\n
     \u1014\u1031\u102c\u1000\u103a … \u1015\u103c\u102e\u1038\u1010\u1031\u102c\u1037\u104b<\/span><\/p>\n
     \u1010\u1030\u100a\u102e\u101e\u1031\u102c\u1000\u103c\u102d\u1019\u103a\u1014\u103e\u102f\u1014\u103a\u1038\u1021\u102f\u1015\u103a\u1005\u102f\u1016\u103d\u1032\u1037\u1001\u103c\u1004\u103a\u1038-<\/strong><\/span><\/p>\n
     \u101c\u1031\u1037\u101c\u102c\u1010\u103d\u1031\u1037\u101b\u103e\u102d\u1001\u103b\u1000\u103a\u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a \u1010\u1030\u100a\u102e\u101e\u1031\u102c\u1015\u102f\u1036\u1038\u1019\u103b\u102c\u1038\u1016\u1014\u103a\u1010\u102e\u1038\u101b\u1014\u103a\u104a \u1021\u1031\u102c\u1000\u103a\u1015\u102b\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u1001\u103b\u1000\u103a\u1000\u102d\u102f \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1021\u101e\u102f\u1036\u1038\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a-<\/span> <\/p>\n
     #define function to calculate equal-frequency bins<\/span> \ndef<\/span> equalObs(x, nbin):\n    nlen = len(x)\n    return<\/span> np.interp(np.linspace(0, nlen, nbin + 1),\n                     np.arange(nlen),\n                     np.sort(x))\n\n#create histogram with equal-frequency bins<\/span> \nn, bins, patches = plt.hist(data, equalObs(data, 10), edgecolor='black')\nplt.show()\n\n#display bin boundaries and frequency per bin<\/span> \nbins, n\n\n(array([-2.3015387 , -0.93576943, -0.67124613, -0.37528495, -0.20889423,\n         0.07734007, 0.2344157, 0.51292982, 0.86540763, 1.19891788,\n         2.18557541]),\n array([10., 10., 10., 10., 10., 10., 10., 10., 10., 10.]))<\/strong> <\/pre>\n
    \"Python<\/p>\n
     \u1021\u102f\u1015\u103a\u1005\u102f\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u101e\u100a\u103a \u1021\u1000\u103b\u101a\u103a\u1019\u100a\u102e\u101e\u1031\u102c\u103a\u101c\u100a\u103a\u1038 \u1021\u102f\u1015\u103a\u1005\u102f\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1010\u103d\u1004\u103a \u1010\u1030\u100a\u102e\u101e\u1031\u102c \u1015\u1019\u102c\u100f\u1010\u1005\u103a\u1001\u102f\u1005\u102e \u1015\u102b\u101b\u103e\u102d\u101e\u100a\u103a<\/i> \u104b \u1025\u1015\u1019\u102c\u1021\u102c\u1038\u1016\u103c\u1004\u103a\u1037:<\/span><\/p>\n
      \n
    •  \u1015\u1011\u1019\u1015\u102f\u1036\u1038\u101e\u100a\u103a -2.3015387 \u1019\u103e -0.93576943 \u1021\u1011\u102d \u1001\u103b\u1032\u1037\u1011\u103d\u1004\u103a\u1015\u103c\u102e\u1038 \u1019\u103e\u1010\u103a\u101e\u102c\u1038\u1005\u101b\u102c 10 \u1001\u102f\u1015\u102b\u101b\u103e\u102d\u101e\u100a\u103a\u104b<\/span><\/li>\n
    •  \u1012\u102f\u1010\u102d\u101a\u1015\u102f\u1036\u1038\u101e\u100a\u103a -0.93576943 \u1019\u103e -0.67124613 \u101e\u102d\u102f\u1037 \u1001\u103b\u1032\u1037\u1011\u103d\u1004\u103a\u1015\u103c\u102e\u1038 10 \u1021\u1000\u1032\u1001\u1010\u103a\u1019\u103e\u102f\u1019\u103b\u102c\u1038\u1015\u102b\u101b\u103e\u102d\u101e\u100a\u103a\u104b<\/span><\/li>\n
    •  \u1010\u1010\u102d\u101a\u1015\u102f\u1036\u1038\u101e\u100a\u103a -0.67124613 \u1019\u103e -0.37528495 \u1021\u1011\u102d \u1001\u103b\u1032\u1037\u1011\u103d\u1004\u103a\u1015\u103c\u102e\u1038 10 \u1019\u103e\u1010\u103a\u1001\u103b\u1000\u103a\u1019\u103b\u102c\u1038 \u1015\u102b\u101b\u103e\u102d\u101e\u100a\u103a\u104b<\/span><\/li>\n<\/ul>\n
       \u1014\u1031\u102c\u1000\u103a … \u1015\u103c\u102e\u1038\u1010\u1031\u102c\u1037\u104b<\/span><\/p>\n
       \u1018\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u101e\u100a\u103a \u1021\u1000\u103b\u101a\u103a\u1019\u1010\u1030\u100a\u102e\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\u1014\u102d\u102f\u1004\u103a\u101e\u1031\u102c\u103a\u101c\u100a\u103a\u1038 \u1018\u1004\u103a\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u1010\u103d\u1004\u103a \u1010\u1030\u100a\u102e\u101e\u1031\u102c \u101c\u1031\u1037\u101c\u102c\u1010\u103d\u1031\u1037\u101b\u103e\u102d\u1001\u103b\u1000\u103a\u1021\u101b\u1031\u1021\u1010\u103d\u1000\u103a\u1019\u103b\u102c\u1038\u1015\u102b\u101b\u103e\u102d\u101e\u100a\u103a\u104a \u101a\u1004\u103a\u1038\u1015\u102f\u1036\u1038\u1010\u1005\u103a\u1001\u102f\u1005\u102e\u104f \u1021\u1019\u103c\u1004\u1037\u103a\u101e\u100a\u103a \u1010\u1030\u100a\u102e\u1000\u103c\u1031\u102c\u1004\u103a\u1038 \u1021\u1010\u100a\u103a\u1015\u103c\u102f\u1014\u102d\u102f\u1004\u103a\u101e\u100a\u103a<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"
      \u1005\u102c\u101b\u1004\u103a\u1038\u1007\u101a\u102c\u1038\u1019\u103b\u102c\u1038\u1010\u103d\u1004\u103a \u1021\u102f\u1015\u103a\u1005\u102f\u1016\u103d\u1032\u1037\u1001\u103c\u1004\u103a\u1038\u101e\u100a\u103a \u1000\u102d\u1014\u103a\u1038\u1002\u100f\u102c\u1014\u103a\u1038\u1010\u1014\u103a\u1016\u102d\u102f\u1038\u1019\u103b\u102c\u1038\u1000\u102d\u102f \u1021\u102f\u1015\u103a\u1005\u102f\u1019\u103b\u102c\u1038 \u1021\u1016\u103c\u1005\u103a \u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1001\u103c\u1004\u103a\u1038\u101c\u102f\u1015\u103a\u1004\u1014\u103a\u1038\u1005\u1009\u103a\u1016\u103c\u1005\u103a\u101e\u100a\u103a\u104b \u1021\u1005\u102f\u1021\u101d\u1031\u1038\u104f\u1021\u101e\u102f\u1036\u1038\u1021\u1019\u103b\u102c\u1038\u1006\u102f\u1036\u1038\u1015\u102f\u1036\u1005\u1036\u1000\u102d\u102f \u1010\u1030\u100a\u102e\u101e\u1031\u102c\u1021\u1014\u1036\u101b\u103e\u102d\u101e\u1031\u102c\u1021\u1005\u102f\u1021\u101d\u1031\u1038\u1019\u103b\u102c\u1038 \u101f\u102f\u1001\u1031\u102b\u103a\u101e\u100a\u103a\u104a \u101a\u1004\u103a\u1038\u1010\u103d\u1004\u103a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1011\u102c\u1038\u101e\u1031\u102c\u1012\u1031\u1010\u102c\u1000\u102d\u102f \u1021\u100a\u102e\u1021\u1019\u103b\u103e\u1021\u1000\u103b\u101a\u103a\u101b\u103e\u102d\u101e\u1031\u102c k \u1021\u102f\u1015\u103a\u1005\u102f\u1019\u103b\u102c\u1038\u1021\u1016\u103c\u1005\u103a \u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103c\u102c\u1038\u101e\u100a\u103a\u104b \u1021\u101e\u102f\u1036\u1038\u1014\u100a\u103a\u1038\u101e\u1031\u102c \u1021\u1005\u102f\u1021\u101d\u1031\u1038\u1015\u102f\u1036\u1005\u1036\u1000\u102d\u102f \u1000\u103c\u102d\u1019\u103a\u1014\u103e\u102f\u1014\u103a\u1038\u100a\u102e\u1019\u103b\u103e\u101e\u1031\u102c \u1000\u103c\u102d\u1019\u103a\u1014\u103e\u102f\u1014\u103a\u1038\u1021\u1005\u102f\u1021\u101d\u1031\u1038 \u101f\u102f \u1001\u1031\u102b\u103a\u101e\u100a\u103a\u104a \u101a\u1004\u103a\u1038\u1010\u103d\u1004\u103a \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u101e\u100a\u103a \u101e\u1010\u103a\u1019\u103e\u1010\u103a\u1011\u102c\u1038\u101e\u1031\u102c \u1012\u1031\u1010\u102c\u1000\u102d\u102f \u1000\u103c\u102d\u1019\u103a\u1014\u103e\u102f\u1014\u103a\u1038\u1019\u103b\u102c\u1038\u1005\u103d\u102c\u101b\u103e\u102d\u101e\u100a\u1037\u103a k \u1021\u102f\u1015\u103a\u1005\u102f\u1019\u103b\u102c\u1038\u1021\u1016\u103c\u1005\u103a \u1015\u102d\u102f\u1004\u103a\u1038\u1001\u103c\u102c\u1038\u1011\u102c\u1038\u101e\u100a\u103a\u104b \u1024\u101e\u1004\u103a\u1001\u1014\u103a\u1038\u1005\u102c\u1010\u103d\u1004\u103a python \u1010\u103d\u1004\u103a \u1010\u1030\u100a\u102e\u101e\u1031\u102c\u1000\u103c\u102d\u1019\u103a\u1014\u103e\u102f\u1014\u103a\u1038\u1021\u1005\u102f\u1021\u101d\u1031\u1038\u1000\u102d\u102f \u1019\u100a\u103a\u101e\u102d\u102f\u1037\u101c\u102f\u1015\u103a\u1006\u1031\u102c\u1004\u103a\u101b\u1019\u100a\u103a\u1000\u102d\u102f \u101b\u103e\u1004\u103a\u1038\u1015\u103c\u1011\u102c\u1038\u101e\u100a\u103a\u104b Python \u1010\u103d\u1004\u103a \u1010\u1030\u100a\u102e\u101e\u1031\u102c\u1000\u103c\u102d\u1019\u103a\u1014\u103e\u102f\u1014\u103a\u1038 Binning \u1000\u103b\u103d\u1014\u103a\u102f\u1015\u103a\u1010\u102d\u102f\u1037\u1010\u103d\u1004\u103a \u1010\u1014\u103a\u1016\u102d\u102f\u1038 100 \u1015\u102b\u101e\u1031\u102c \u1012\u1031\u1010\u102c\u1021\u1010\u103d\u1032\u1010\u1005\u103a\u1001\u102f\u101b\u103e\u102d\u101e\u100a\u103a\u1006\u102d\u102f\u1015\u102b\u1005\u102d\u102f\u1037\u104b import numpy as np import matplotlib.pyplot as plt #create data np.random.seed(1) 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