Histogram_Plot.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "Histogram_Plot.ipynb",
      "provenance": [],
      "authorship_tag": "ABX9TyM+VtbxBdJZ/M0tN221RW5l",
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "language_info": {
      "name": "python"
    }
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/SurajGusain0007/Matplotlib_Library/blob/main/Histogram_Plot.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "markdown",
      "source": [
        "#Histogram"
      ],
      "metadata": {
        "id": "FH_qbXzeyD21"
      }
    },
    {
      "cell_type": "markdown",
      "source": [
        "**t*Use histograms when you have continuous measurements and want to understand the distribution of values and look for outliers. These graphs take your continuous measurements and place them into ranges of values known as bins.The histogram is a popular graphing tool. It is used to summarize discrete or continuous data that are measured on an interval scale. It is often used to illustrate the major features of the distribution of the data in a convenient form**\n"
      ],
      "metadata": {
        "id": "BUKOd6o7yGdy"
      }
    },
    {
      "cell_type": "code",
      "source": [
        "import matplotlib.pyplot as plt\n",
        "import numpy as np\n",
        "mi_students=np.random.randint(18,45,(100))\n",
        "py_students=np.random.randint(15,40,(100))"
      ],
      "metadata": {
        "id": "VcC2Zkj9yP3P"
      },
      "execution_count": 2,
      "outputs": []
    },
    {
      "cell_type": "code",
      "source": [
        "plt.hist(mi_students)\n",
        "plt.title(\"mi_students age\")\n",
        "plt.xlabel(\"Students age category\")\n",
        "plt.ylabel(\"No of students age\")\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 295
        },
        "id": "a8hJAZcuzUEb",
        "outputId": "3788000f-f674-437f-c7bf-4f0dc778eee2"
      },
      "execution_count": 4,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "bins=[15,20,25,30,35,40,45]\n",
        "plt.hist(mi_students,bins,rwidth=0.8)\n",
        "plt.title(\"mi_students age\")\n",
        "plt.xlabel(\"Students age category\")\n",
        "plt.ylabel(\"No of students age\")\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 295
        },
        "id": "bD7LEoZb0K8r",
        "outputId": "e7a1a0b1-fa06-4dd2-9838-8668d10f91e4"
      },
      "execution_count": 6,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "bins=[15,20,25,30,35,40,45]\n",
        "plt.hist(mi_students,bins,rwidth=0.8,histtype='step')\n",
        "plt.title(\"mi_students age\")\n",
        "plt.xlabel(\"Students age category\")\n",
        "plt.ylabel(\"No of students age\")\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 295
        },
        "id": "2imJbgz20--0",
        "outputId": "13d1cd67-2b40-488a-8049-911c61c56053"
      },
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ],
            "image/png": "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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "bins=[15,20,25,30,35,40,45]\n",
        "plt.hist(mi_students,bins,rwidth=0.8,orientation='horizontal')\n",
        "plt.title(\"mi_students age\")\n",
        "plt.xlabel(\"Students age category\")\n",
        "plt.ylabel(\"No of students age\")\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 295
        },
        "id": "CeuVfIof1TgO",
        "outputId": "30806fff-ac0c-4d91-fdb6-dd1d66781c05"
      },
      "execution_count": 9,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ],
            "image/png": "iVBORw0KGgoAAAANSUhEUgAAAX4AAAEWCAYAAABhffzLAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjIsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+WH4yJAAAcV0lEQVR4nO3deZxcdZ3u8c/DIksCQaBlYliCgCiCE7BFEVRgBhdANpG5XOWCMkbu6EsYBEHGGXHGJeooqKNCFE2cQRBZBFEEF0BA5dKByBYdGQxKiBAQAmGGLTz3j/NrKZru6spyqrr7PO/Xq1999vM9KXj61K9O/X6yTURENMcavS4gIiK6K8EfEdEwCf6IiIZJ8EdENEyCPyKiYRL8ERENk+CPcUHSlpKWSVqzhzVcJelve3X+iNUlwR/jgu3f255se/nK7C/pKEnXru66VsZYqiWaKcEfEdEwCf7oGUkLJZ0o6WZJj0o6S9Jmki6T9IikH0t6ftl2uiRLWmuUYx4l6c6y/+8kvV3SS4EzgN1Kc9FDZdtnNd0MvROXtI+kX0taKunfAA0517skLZD0oKTLJW3Vss6SjpH0W0kPSfqSKiPVsq+k20vdiySdMML1bSPpp5IekHS/pLMlbdSyfhdJN5XjfEfStyV9rGX9/pLml5p+LunlHbxUMcEk+KPX3grsA7wYeAtwGXAK0Ef13+f7Oz2QpEnAF4A3294AeA0w3/YC4BjgF6W5aKN2xynH2hS4EPgwsCnwX8DuLesPLHUeUmq9BjhnyGH2B14JvBw4DHhjm1rOAt5T6t4R+OlIpQGfBF4IvBTYAji11PQ84CJgDrBxqefglpp3Br4OvAfYBDgTuETSOqP9e8TEkuCPXvui7XttL6IKz+tt32T7MaoQ23kFj/c0sKOk9Wwvtn3bSta1L3Cb7fNtPwmcDvyxZf0xwCdtL7D9FPAJYEbrXT8wy/ZDtn8PXAnMaHO+J4EdJG1o+0HbNw63ke07bP/I9uO2lwCfA15fVr8aWAv4gu0nbV8I/L+W3WcCZ9q+3vZy23OBx8t+0SAJ/ui1e1um/2eY+cmdHsj2o8DfUIXyYknfl/SSlazrhcAfWo7t1nlgK+DzpcnkIeBPVHfj01q2af1D8d+0v5a3Uv2xuUvS1ZJ2G26j0hR2bmkOehj4D6p3JIM1L/Kze14cWvMHBmsudW9R9osGSfDHhGL7ctv7AFOBXwNfHVw1zOaPAuu3zP9Fy/RiqlAEQJJa56kC9T22N2r5Wc/2zzspc5i6b7B9IPAC4LvAeSPs+4my/062NwTewTOfPSwGppVaBw2t+eNDal7f9tAmqpjgEvwxYZS74QNLW//jwDKqph+o3klsXtrBB80HDpG0vqRtgaNb1n0feJmkQ8oHyu/n2X8YzgA+JOll5dxTJL2tw1KfVYuk55UPoaeUZqWHW+oeaoNyXUslTQNObFn3C2A58D5Ja5XPIXZtWf9V4BhJryofNE+StJ+kDTqsOyaIBH9MJGsAxwP3UDW9vB74v2XdT4HbgD9Kur8sOw14giqI5wJnDx7I9v3A24BZwAPAdsB1LesvAj4FnFuaXG4F3txhncPVcgSwsBzrGODtI+z7UWAXYCnVH6cLW2p6gurD5qOBh6jeDVxK9UcQ2wPAu4F/Ax4E7gCO6rDmmECUgVgiJi5J1wNn2P5Gr2uJsSN3/BETiKTXS/qL0tRzJNWjpD/sdV0xtrT9MkzEWCRp2Qir3mz7mq4WM/ZsT/XB8CTgTuBQ24t7W1KMNWnqiYhomDT1REQ0zLho6tl00009ffr0XpcRETGuzJs3737bfUOXj4vgnz59OgMDA70uIyJiXJF013DL09QTEdEwCf6IiIapPfglrVn6B7+0zM8p/aTPLz/teiyMiIjVrBtt/McCC4ANW5adaPv8Lpw7IiKGqPWOX9LmwH7A1+o8T0REdK7upp7TgQ/y3J4GP65quL3TRhr9R9JMSQOSBpYsWVJzmRERzVFb8EvaH7jP9rwhqz4EvIRqSLqNgZOG29/2bNv9tvv7+p7zGGpERKykOu/4dwcOkLQQOBfYW9J/lOHwbPtx4Bs8u7/wiIioWVf66pG0J3CC7f0lTbW9uIwSdBrwmO2T2+2/ztTtPPXI02uvM2IiWDhrv16XEGOEpHm2+4cu78U3d8+W1Ec1XNx8qkEnIiKiS7oS/LavAq4q03t345wRETG8fHM3IqJhEvwREQ2T4I+IaJgEf0REwyT4IyIaJsEfEdEwCf6IiIZJ8EdENEyCPyKiYRL8ERENk+CPiGiYBH9ERMMk+CMiGibBHxHRMAn+iIiGSfBHRDRMgj8iomES/BERDZPgj4homAR/RETDJPgjIhomwR8R0TAJ/oiIhknwR0Q0TII/IqJh1qr7BJLWBAaARbb3l7Q1cC6wCTAPOML2E+2OsdO0KQzM2q/uUiMiGqEbd/zHAgta5j8FnGZ7W+BB4Ogu1BAREUWtwS9pc2A/4GtlXsDewPllk7nAQXXWEBERz1b3Hf/pwAeBp8v8JsBDtp8q83cD04bbUdJMSQOSBpYsWVJzmRERzVFb8EvaH7jP9ryV2d/2bNv9tvv7+vpWc3UREc1V54e7uwMHSNoXWBfYEPg8sJGktcpd/+bAohpriIiIIWS7/pNIewInlKd6vgNcYPtcSWcAN9v+crv915m6naceeXrtdUZEdGLhOHnKUNI82/1Dl/fiOf6TgOMl3UHV5n9WD2qIiGis2p/jB7B9FXBVmb4T2LUb542IiOfKN3cjIhomwR8R0TAJ/oiIhknwR0Q0TII/IqJhEvwREQ2T4I+IaJgEf0REwyT4IyIaJsEfEdEwCf6IiIZJ8EdENEyCPyKiYRL8ERENk+CPiGiYBH9ERMN0HPyS1q+zkIiI6I5Rg1/SayTdDvy6zP+lpLZj5EZExNjVyR3/acAbgQcAbP8KeF2dRUVERH06auqx/Ychi5bXUEtERHRBJ4Ot/0HSawBLWhs4FlhQb1kREVGXTu74jwHeC0wDFgEzynxERIxDo97x274feHsXaomIiC4YNfglfWGYxUuBAdsXr/6SIiKiTp009axL1bzz2/LzcmBz4GhJp9dYW0RE1KCTD3dfDuxuezmApK8A1wB7ALeMtJOkdYGfAeuU85xv+yOS5gCvp3rXAHCU7fntCthp2hQGZu3XQakRETGaToL/+cBkngnqScDGtpdLerzNfo8De9teVp4GulbSZWXdibbPX+mqIyJipXUS/J8G5ku6ChDVl7c+IWkS8OORdrJtYFmZXbv8eJWqjYiIVaYqn0fZSJoK7Fpmb7B9T0cHl9YE5gHbAl+yfVJp6tmN6h3BT4CTbT/nnYOkmcBMgC233PIVd911VyenjIiIQtI82/1Dl3faSdtjwGLgQWBbSR112WB7ue0ZVB8G7yppR+BDwEuAVwIbAyeNsO9s2/22+/v6+josMyIiRtNJJ21/S/Uh7eXAR8vvU1fkJLYfAq4E3mR7sSuPA9/gmXcSERHRBZ208R9LdXf+S9t7SXoJ8InRdpLUBzxp+yFJ6wH7AJ+SNNX2YkkCDgJuHe1YtyxayvSTv99BqRHRLQvzpN241UnwP2b7MUlIWsf2ryVt38F+U4G5pZ1/DeA825dK+mn5oyBgPlWXEBER0SWdBP/dkjYCvgv8SNKDwKiftNq+Gdh5mOV7r3CVERGx2nTSV8/BZfJUSVcCU4Af1lpVRETUppM7/j+zfXVdhURERHdksPWIiIZJ8EdENEwnz/FPkrRGmX6xpANK3zsRETEOdXLH/zNgXUnTgCuAI4A5dRYVERH16ST4Zfu/gUOAL9t+G/CyesuKiIi6dBT8knajGn5x8Ouza9ZXUkRE1KmT4D+WqmO1i2zfJulFVP3uRETEONTJc/yb2T5gcMb2nZKuqbGmiIioUSd3/B/qcFlERIwDI97xS3ozsC8wTdIXWlZtCDxVd2EREVGPdk099wADwAFUo2gNegT4+zqLioiI+owY/LZ/BfxK0rdsP9nFmiIiokadfLi7q6RTga3K9qIaS/1FdRYWERH16CT4z6Jq2pkHLK+3nIiIqFsnwb/U9mW1VxIREV3RSfBfKekzwIXA44MLbd9YW1UREVGbToL/VeV3f8syAxlCMSJiHOpk6MW9ulFIRER0Ryf98W8m6SxJl5X5HSQdXX9pERFRh066bJgDXA68sMz/J3BcXQVFRES9Ogn+TW2fBzwNYPsp8lhnRMS41UnwPyppE6oPdJH0amBprVVFRERtOnmq53jgEmAbSdcBfcChtVYVERG1ke3RN5LWAran6q7hN5303SNpXarxeteh+gNzvu2PSNoaOBfYhOrbwEfYfqLdsfr7+z0wMDBqnRER8QxJ82z3D13erlvmQ0ZY9WJJ2L5wlHM+Duxte5mktYFry5NBxwOn2T5X0hnA0cBXOruMiIhYVe2aet5Sfr8AeA3w0zK/F/Bzqm/yjsjVW4llZXbt8jP4xa//XZbPBU4lwR8R0TXtumV+J4CkK4AdbC8u81OpHvEclaQ1qZpztgW+BPwX8FB5MgjgbmDaCPvOBGYCbLnllp2cLiIiOtDJUz1bDIZ+cS/QURLbXm57BrA5sCvwkk4Lsz3bdr/t/r6+vk53i4iIUXTyVM9PJF0OnFPm/wb48YqcxPZDkq4EdgM2krRWuevfHFi0IseKiIhV00lfPe8rH/S+tiyabfui0faT1Ac8WUJ/PWAf4FPAlVSPg54LHAlcPNqxblm0lOknf3+0zSLGvIWz9ut1CREd3fEPPsEz2lM8Q00F5pZ2/jWA82xfKul24FxJHwNuohroJSIiumTU4Jf0COVbu8DzqJ7OedT2hu32s30zsPMwy++kau+PiIge6KSpZ4PBaUkCDgReXWdRERFRn06e6vkzV74LvLGmeiIiomadNPW0foN3DaqRuB6rraKIiKhVJx/uvqVl+ilgIVVzT0REjEOdBP/XbF/XukDS7sB99ZQUERF16qSN/4sdLouIiHGgXe+cu1F1ztYn6fiWVRsCa9ZdWERE1KNdU8/zgMllmw1alj9MBmKJiBi32vXOeTVwtaQ5tu8CkLQGMNn2w90qMCIiVq9O2vg/KWlDSZOAW4HbJZ1Yc10REVGTToJ/h3KHfxBwGbA1cEStVUVERG06Cf61y9CJBwGXlPF2Rx+oNyIixqROgv9Mqi9tTQJ+Jmkrqg94IyJiHBo1+G1/wfY02/uWcXR/TzXubkREjEMd9cffqoT/U6NuGBERY9IK9c4ZERHj34jBL+lt5ffW3SsnIiLq1u6O/0Pl9wXdKCQiIrqjXRv/A5KuALaWdMnQlbYPqK+siIioS7vg3w/YBfh34LPdKSciIurWrq+eJ4BfSnqN7SWSJpfly7pWXURErHadPNWzmaSbgNuo+umZJ2nHmuuKiIiadBL8s4HjbW9le0vgA2VZRESMQ50E/yTbVw7O2L6KqvuGiIgYhzr55u6dkv6R6kNegHcAd9ZXUkRE1KmT4H8X8FHgQqpeOa8py9qStAXwTWCzst9s25+XdCrwbmBJ2fQU2z9od6ydpk1hYNZ+HZQaERGjGTX4bT8IvH8ljv0U8AHbN0raAJgn6Udl3Wm2/3UljhkREatohTtp65TtxcDiMv2IpAXAtLrOFxERnelKJ22SpgM7A9eXRe+TdLOkr0t6/gj7zJQ0IGlgyZIlw20SERErofbgL1/8ugA4rgzh+BVgG2AG1TuCYb8VbHu27X7b/X19fXWXGRHRGKMGv6TNJV0kaYmk+yRdIGnzTg5ehmy8ADjb9oUAtu+1vdz208BXgV1X5QIiImLFdHLH/w3gEmAq8ELge2VZW5IEnAUssP25luVTWzY7GLh1RQqOiIhVo2pArTYbSPNtzxht2TD77UH16OctwNNl8SnA4VTNPKYay/c95YPgEa0zdTtPPfL0tnVGREw0C1fxMXZJ82z3D13eyVM9D0h6B3BOmT8ceGC0nWxfC2iYVW2f2Y+IiHp10tTzLuAw4I9UH8YeCryzzqIiIqI+nXyB6y4gg65EREwQIwa/pH9qs59t/0sN9URERM3a3fE/OsyyScDRwCZAgj8iYhxqNwLXn79YVfraOZaqbf9cMhRjRMS41baNX9LGwPHA24G5wC6l07aIiBin2rXxfwY4hGq0rZ0y1m5ExMTQ7nHOD1B9U/fDwD2SHi4/j0h6uDvlRUTE6taujb8rPXdGRER3JdwjIhomwR8R0TAJ/oiIhknwR0Q0TII/IqJhEvwREQ2T4I+IaJgEf0REwyT4IyIaJsEfEdEwCf6IiIZJ8EdENEyCPyKiYRL8ERENk+CPiGiYBH9ERMO0HXN3VUjaAvgmsBlgYLbtz5dxfL8NTAcWAoeNNo7vTtOmMDBrv7pKjYholDrv+J8CPmB7B+DVwHsl7QCcDPzE9nbAT8p8RER0SW3Bb3ux7RvL9CPAAmAacCAwt2w2FziorhoiIuK5utLGL2k6sDNwPbCZ7cVl1R+pmoKG22empAFJA0uWLOlGmRERjVB78EuaDFwAHGf74dZ1tk3V/v8ctmfb7rfd39fXV3eZERGNUWvwS1qbKvTPtn1hWXyvpKll/VTgvjpriIiIZ6st+CUJOAtYYPtzLasuAY4s00cCF9dVQ0REPJeq1pYaDiztAVwD3AI8XRafQtXOfx6wJXAX1eOcf2p3rHWmbuepR55eS53dtjCPpUZEl0iaZ7t/6PLanuO3fS2gEVb/VV3njYiI9vLN3YiIhknwR0Q0TII/IqJhEvwREQ2T4I+IaJgEf0REwyT4IyIaJsEfEdEwCf6IiIZJ8EdENEyCPyKiYRL8ERENk+CPiGiYBH9ERMMk+CMiGibBHxHRMAn+iIiGSfBHRDRMgj8iomES/BERDZPgj4homAR/RETDJPgjIhomwR8R0TAJ/oiIhlmrrgNL+jqwP3Cf7R3LslOBdwNLyman2P7BaMfaadoUBmbtV1epERGNUucd/xzgTcMsP832jPIzauhHRMTqVVvw2/4Z8Ke6jh8RESunF23875N0s6SvS3r+SBtJmilpQNLAkiVLRtosIiJWULeD/yvANsAMYDHw2ZE2tD3bdr/t/r6+vm7VFxEx4XU1+G3fa3u57aeBrwK7dvP8ERHR5eCXNLVl9mDg1m6ePyIi6n2c8xxgT2BTSXcDHwH2lDQDMLAQeE9d54+IiOHVFvy2Dx9m8Vl1nS8iIjqTb+5GRDSMbPe6hlFJegT4Ta/r6KFNgft7XUSPNPnaIdef61+169/K9nMei6ytqWc1+43t/l4X0SuSBpp6/U2+dsj15/rruf409URENEyCPyKiYcZL8M/udQE91uTrb/K1Q64/11+DcfHhbkRErD7j5Y4/IiJWkwR/RETDjOngl/QmSb+RdIekk3tdT7dJWijpFknzJQ30up66la6675N0a8uyjSX9SNJvy+8Ru/Ie70a4/lMlLSr/DcyXtG8va6yLpC0kXSnpdkm3STq2LG/E69/m+mt5/cdsG7+kNYH/BPYB7gZuAA63fXtPC+siSQuBftuN+AKLpNcBy4BvtgzX+WngT7ZnlT/+z7d9Ui/rrMsI138qsMz2v/aytrqVDhyn2r5R0gbAPOAg4Cga8Pq3uf7DqOH1H8t3/LsCd9i+0/YTwLnAgT2uKWo0wqhtBwJzy/Rcqv8ZJqQmj1pne7HtG8v0I8ACYBoNef3bXH8txnLwTwP+0DJ/NzX+Q4xRBq6QNE/SzF4X0yOb2V5cpv8IbNbLYnqko1HrJgpJ04Gdgetp4Os/5Pqhhtd/LAd/wB62dwHeDLy3NAU0lqt2ybHZNlmfjketmwgkTQYuAI6z/XDruia8/sNcfy2v/1gO/kXAFi3zm5dljWF7Ufl9H3ARzRyx7N7BAXzK7/t6XE9XNWnUOklrU4Xe2bYvLIsb8/oPd/11vf5jOfhvALaTtLWk5wH/C7ikxzV1jaRJ5UMeJE0C3kAzRyy7BDiyTB8JXNzDWrquKaPWSRLVeB0LbH+uZVUjXv+Rrr+u13/MPtUDUB5dOh1YE/i67Y/3uKSukfQiqrt8qHpR/dZEv/7WUduAe6lGbfsucB6wJXAXcJjtCfkB6AjXvyfV2/w/j1rX0uY9YUjaA7gGuAV4uiw+haqde8K//m2u/3BqeP3HdPBHRMTqN5abeiIiogYJ/oiIhknwR0Q0TII/IqJhEvwREQ2T4I/aSfqH0uPgzaWHwVeV5cdJWn8ljrdsFWo5StILV3b/XpC0kaS/63UdMXEk+KNWknYD9gd2sf1y4K95pg+m44AVDv5VdBQwroIf2AioPfglrVX3OWJsSPBH3aYC99t+HMD2/bbvkfR+qgC+UtKV8Ow7eUmHSppTpreW9IsyNsHHWg8u6URJN5R3Ex8ty6ZLWiDpq+WdxhWS1pN0KNAPnF3eeawnaVbpA/1mSc/p+lbSruXcN0n6uaTty/L1JZ1X9r1I0vWS+su6N5R9bpT0ndL/ytDjbivpx5J+VbbbRtJkST8p87dIGuyNdhawTan5MyNdd1n+j6rGsLhW0jmSTijLZ0j6Zdn+osHOviRdJel0VeM9/IOk35WuA5C0Yet8TCC285Of2n6AycB8qrEVvgy8vmXdQmDTlvllLdOHAnPK9CXA/ynT7x3cjqobi9mAqG5iLgVeB0wHngJmlO3OA95Rpq+iGuMAYBPgNzzzRcaNhql/Q2CtMv3XwAVl+gTgzDK9YzlfP9W3bn8GTCrrTgL+aZjjXg8cXKbXpXrnsxawYVm2KXBHubbpwK0t+4503a8s/9brAhsAvwVOKPvcPPhvD/wzcHrLv8eXW479DeCgMj0T+Gyv/xvKz+r/yVu7qJXtZZJeAbwW2Av4tqSTbc9ZgcPsDry1TP878Kky/Ybyc1OZnwxsB/we+J3t+WX5PKrwHGop8BhwlqRLqQJ0qCnAXEnbUX1tfvDudw/g8+Uab5V0c1n+amAH4Lqq+xWeB/yi9YClD6Zpti8q+z9Wlq8NfKL0wvo0VTfkw3VDPNJ1bwBcXI73mKTvleNOofqjdnXZfi7wnZbjfbtl+mvAB6m6yngn8O5hzh/jXII/amd7OdWd5VWSbqHqbGvOcJu2TK/bZt0gAZ+0feazFlb9mT/esmg5sN4wdT0laVfgr6jeYbwP2HvIZv8CXGn74HLcq4apY2hNP7J9+CjbDeftQB/wCttPqhqBbei/w+A5hrvu41binACPDk7Yvq40le0JrGl7QnYK13Rp449aSdq+3C0PmkHV2RbAI1R3qYPulfRSSWtQ9UQ46Dqq3lmhCsdBlwPvGmxDlzRN0gtGKenP5yz7TbH9A+Dvgb8cZvspPNMd+FFDajqsHGcHYKey/JfA7pK2LesmSXpx6wFdjbB0t6SDyjbrlKebpgD3ldDfC9hqaM2jXPd1wFskrVvW7V/OtxR4UNJry/5HAFczsm8C36Jq9okJKHf8UbfJwBclbUTVDn4HVdsxVO3UP5R0j+29gJOpmluWAANlX4BjgW9JOomWbnltXyHppcAvSrPKMuAdVHf4I5kDnCHpf6gGuLlY0rpUd9HHD7P9p6maej4MfL9l+ZfL8tuBXwO3AUttL5F0FHCOpHXKth+m+oyj1RHAmZL+GXgSeBtwNvC98q5ooBwX2w9Iuk7VIOyX2T5xuOu2fYOkS6ja8++l6ulxaTnfkeW61wfupGrGGcnZwMeAc9psE+NYeueMWAmS1gTWtv2YpG2AHwPbuxofupd1TS6fq6xP9SHzTJexXFfgGIcCB9o+opYio+dyxx+xctanehR1bap3C3/X69AvZpemp3WBuSsR+l+keie0bx3FxdiQO/6IiIbJh7sREQ2T4I+IaJgEf0REwyT4IyIaJsEfEdEw/x/5ilc49yQHSAAAAABJRU5ErkJggg==\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "bins=[15,20,25,30,35,40,45]\n",
        "plt.hist(mi_students,bins,rwidth=0.8,color='m')\n",
        "plt.title(\"mi_students age\")\n",
        "plt.xlabel(\"Students age category\")\n",
        "plt.ylabel(\"No of students age\")\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 295
        },
        "id": "TieVovnA1bH-",
        "outputId": "a195ac23-967e-444b-9d7a-47cd113578d9"
      },
      "execution_count": 10,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ],
            "image/png": "iVBORw0KGgoAAAANSUhEUgAAAX4AAAEWCAYAAABhffzLAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4yLjIsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+WH4yJAAAbGElEQVR4nO3de9hd453/8fcHUeQgyNNMGiJ+qDZVDZOmSEtoteghKObnwlCZCb/hKkONQ82MHqbV6SijM0o0JL8ZdehIKtUqQUKrahqkJEKZlDpEhIlETB0S3/lj3U8tj/3sZz2HtXf2Xp/Xde3rWetep++dxXevfa+17lsRgZmZVcdGzQ7AzMway4nfzKxinPjNzCrGid/MrGKc+M3MKsaJ38ysYpz4rSVIGiNpraSNmxjDAkl/0azjmw0UJ35rCRHx+4gYEhHr+7K9pOMl/WKg4+qLDSkWqyYnfjOzinHit6aR9ISkMyU9KOkVSTMkjZR0s6SXJd0maau07lhJIWmTHvZ5vKRlafvfSTpa0vuBy4C9UnPRS2ndtzXddL0Sl3SApEckrZb0L4C6HOsESUslrZJ0i6Ttc8tC0kmSHpP0kqR/Vaa7WA6W9HCK+xlJX+qmfjtKukPSi5JekHS1pOG55XtIeiDt54eSrpP09dzyz0halGL6paTdCpwqazNO/NZsnwcOAN4LfBa4GTgX6CD77/OLRXckaTBwCXBQRAwF9gYWRcRS4CTgntRcNLzeftK+RgCzgfOAEcB/AZNyy6ekOA9Lsf4cuKbLbj4DfBjYDTgS+FSdWGYAJ6a4dwXu6C404JvAe4D3A9sB56eYNgXmADOBrVM8h+Zi3h24EjgR2Aa4HJgr6V09/XtYe3Hit2b7bkSsiIhnyJLnvRHxQES8SpbEdu/l/t4EdpW0eUQsj4glfYzrYGBJRPxHRLwBXAw8l1t+EvDNiFgaEeuAbwDj81f9wAUR8VJE/B6YD4yvc7w3gHGShkXEqoi4v9ZKEfF4RMyLiNciYiXwHWDftHhPYBPgkoh4IyJmA/+Z23wacHlE3BsR6yNiFvBa2s4qxInfmm1FbvoPNeaHFN1RRLwC/BlZUl4u6SeS3tfHuN4DPJXbd+Tnge2Bf05NJi8B/012NT46t07+i+J/qF+Xz5N92Twp6U5Je9VaKTWFXZuag9YA/072i6Qz5mfi7T0vdo35jM6YU9zbpe2sQpz4ra1ExC0RcQAwCngEuKJzUY3VXwG2yM3/SW56OVlSBECS8vNkCfXEiBie+2weEb8sEmaNuH8dEVOAdwM/Aq7vZttvpO0/GBHDgGN4697DcmB0irVT15j/oUvMW0RE1yYqa3NO/NY20tXwlNTW/xqwlqzpB7JfEtumdvBOi4DDJG0haSdgam7ZT4APSDos3VD+Im//YrgMOEfSB9Kxt5R0RMFQ3xaLpE3TTegtU7PSmlzcXQ1N9VotaTRwZm7ZPcB64BRJm6T7EBNzy68ATpL0kXSjebCkT0saWjBuaxNO/NZONgJOB54la3rZF/h/adkdwBLgOUkvpLKLgNfJEvEs4OrOHUXEC8ARwAXAi8DOwN255XOAbwHXpiaXxcBBBeOsFcuxwBNpXycBR3ez7VeAPYDVZF9Os3MxvU52s3kq8BLZr4GbyL4EiYiFwF8C/wKsAh4Hji8Ys7UReSAWs/Yl6V7gsoi4qtmx2IbDV/xmbUTSvpL+JDX1HEf2KOnPmh2XbVjqvgxjtiGStLabRQdFxM8bGsyGZxeyG8ODgWXA4RGxvLkh2YbGTT1mZhXjph4zs4ppiaaeESNGxNixY5sdhplZS7nvvvteiIiOruUtkfjHjh3LwoULmx2GmVlLkfRkrXI39ZiZVYwTv5lZxTjxm5lVjBO/mVnFOPGbmVWME7+ZWcWUlvglbSdpfhpHdImkU1P5+WkQiUXpc3BZMZiZ2TuV+Rz/OuCMiLg/9fd9n6R5adlFEfFPJR7bzMy6UVriTx1DLU/TL0taytuHpTMzsyZoyJu7ksaSDZp9LzCJbISgPwcWkv0qWFVjm2lkg0MzZsyYRoTZMhZoQbNDKGRyTG52CGZWQ+k3dyUNAW4ATouINcD3gB2B8WS/CC6stV1ETI+ICRExoaPjHV1NmJlZH5Wa+CUNIkv6V0fEbICIWBER6yPiTbIxQCfW24eZmQ2sMp/qETADWBoR38mVj8qtdijZWKVmZtYgZbbxTyIbQPohSYtS2bnAUZLGAwE8AZxYYgxmZtZFmU/1/AJQjUU/LeuYZmbWM7+5a2ZWMU78ZmYV48RvZlYxTvxmZhXjxG9mVjFO/GZmFePEb2ZWMU78ZmYV48RvZlYxTvxmZhXTkP74zay1eQyI9uIrfjOzinHiNzOrGCd+M7OKceI3M6sYJ34zs4px4jczqxgnfjOzinHiNzOrGCd+M7OKceI3M6sYJ34zs4px4jczqxgnfjOzinHiNzOrGCd+M7OKceI3M6sYJ34zs4px4jczqxgnfjOzinHiNzOrGCd+M7OKKS3xS9pO0nxJD0taIunUVL61pHmSHkt/tyorBjMze6cyr/jXAWdExDhgT+BkSeOAs4HbI2Jn4PY0b2ZmDVJa4o+I5RFxf5p+GVgKjAamALPSarOAQ8qKwczM3qkhbfySxgK7A/cCIyNieVr0HDCym22mSVooaeHKlSsbEaaZWSWUnvglDQFuAE6LiDX5ZRERQNTaLiKmR8SEiJjQ0dFRdphmZpVRauKXNIgs6V8dEbNT8QpJo9LyUcDzZcZgZmZvV+ZTPQJmAEsj4ju5RXOB49L0ccCNZcVgZmbvtEmJ+54EHAs8JGlRKjsXuAC4XtJU4EngyBJjMDOzLkpL/BHxC0DdLP54Wcc1M7P6/OaumVnFOPGbmVWME7+ZWcU48ZuZVYwTv5lZxRRO/JK2KDMQMzNrjB4Tv6S9JT0MPJLmPyTp0tIjMzOzUhS54r8I+BTwIkBE/AbYp8ygzMysPIWaeiLiqS5F60uIxczMGqDIm7tPSdobiNTp2qlkfeubmVkLKnLFfxJwMtkgKs8A49O8mZm1oB6v+CPiBeDoBsRi1jYWaEGzQyhkckxudgjWBD0mfkmX1CheDSyMCHepbGbWYoo09WxG1rzzWPrsBmwLTJV0cYmxmZlZCYrc3N0NmBQR6wEkfQ/4OfBR4KESYzMzsxIUueLfChiSmx8MbJ2+CF4rJSozMytNkSv+fwQWSVpANrDKPsA3JA0GbisxNjMzK0GRp3pmSPopMDEVnRsRz6bpM0uLzMzMSlG0k7ZXgeXAKmAnSe6ywcysRRV5nPMvyN7W3RZYBOwJ3APsX25oZmZWhiJX/KcCHwaejIj9gN2Bl0qNyszMSlMk8b8aEa8CSHpXRDwC7FJuWGZmVpYiT/U8LWk48CNgnqRVwJPlhmVmZmUp8lTPoWnyfEnzgS2Bn5UalZmZlabIFf8fRcSdZQViZmaN4cHWzcwqxonfzKxiijzHPxj4Q0S8Kem9wPuAmyPijdKjMzMrSZXHTChyxX8XsJmk0cCtwLHAzAGPxMzMGqJI4ldE/A9wGHBpRBwBfKDcsMzMrCyFEr+kvciGX/xJKtu4vJDMzKxMRbtsOAeYExFLJP0fYH65YZmZWVmKJP6REfG5iPgWQEQsIxuBqy5JV0p6XtLiXNn5kp6RtCh9Du576GZm1hdFEv85Bcu6mgkcWKP8oogYnz4/LbAfMzMbQN0+zinpIOBgYLSkS3KLhgHretpxRNwlaWx/AzQzs4FV74r/WWAh2SAs9+U+c4FP9eOYp0h6MDUFbdWP/ZiZWR90e8UfEb8BfiPpBwP4stb3gK8Bkf5eCJxQa0VJ04BpAGPGjBmgw5uZWZE2/omS5kn6raRlkn4naVlfDhYRKyJifUS8CVzBW+P41lp3ekRMiIgJHR0dfTmcmZnVUKR3zhnAX5M186zvz8EkjYqI5Wn2UGBxvfXNzGzgFUn8qyPi5t7uWNI1wGRghKSngb8HJksaT9bU8wRwYm/3a2Zm/VMk8c+X9G1gNvBaZ2FE3F9vo4g4qkbxjN6FZ2ZmA61I4v9I+jshVxbA/gMfjpmZla3I0Iv7NSIQMzNrjB6f6pE0UtIMSTen+XGSppYfmpmZlaFIU89M4Crgy2n+t8B1uL3eBkiVB8Qwa4Yiz/GPiIjrgTcBImId/Xys08zMmqdI4n9F0jZkN3SRtCewutSozMysNEWaek4n659nR0l3Ax3A4aVGZWZmpSnyVM/9kvYFdgEEPOqB1s3MWle9bpkP62bReyUREbNLisnMzEpU74r/s+nvu4G9gTvS/H7AL8ne5DUzsxZTr1vmLwBIuhUY19m5mqRRZI94mplZCyryVM92uR41AVYA7iDfzKxFFXmq53ZJtwDXpPk/A24rLyQzMytTkad6Tkk3ej+WiqZHxJxywzIzs7IUueLvfILHN3PNzNpAj4lf0sukt3aBTYFBwCsRMazMwMzMrBxFmnqGdk5LEjAF2LPMoMzMrDxFnur5o8j8CPhUSfGYmVnJijT15N/g3YhsJK5XS4vIzMxKVeTm7mdz0+vIBkmfUko0ZmZWuiKJ//sRcXe+QNIk4PlyQjIzszIVaeP/bsEyMzNrAfV659yLrHO2Dkmn5xYNAzYuOzAzMytHvaaeTYEhaZ2hufI1eCAWM7OWVa93zjuBOyXNjIgnASRtBAyJiDWNCtDMzAZWkTb+b0oaJmkwsBh4WNKZJcdlZmYlKZL4x6Ur/EOAm4EdgGNLjcrMzEpTJPEPkjSILPHPTePtRg/bmJnZBqpI4r+c7KWtwcBdkrYnu8FrZmYtqMfEHxGXRMToiDg4IgL4Pdm4u2Zm1oIK9cefl5L/uhJiMTOzBuhV75xmZtb6uk38ko5If3doXDhmZla2elf856S/N/Rlx5KulPS8pMW5sq0lzZP0WPq7VV/2bWZmfVcv8b8o6VZgB0lzu34K7HsmcGCXsrOB2yNiZ+D2NG9mZg1U7+bup4E9gH8DLuztjiPiLkljuxRPASan6VnAAuCs3u7bzMz6rl5fPa8Dv5K0d0SslDQkla/tx/FGRsTyNP0cMLK7FSVNA6YBjBkzph+HNDOzvCJP9YyU9ACwhKyfnvsk7drfA6fHQrt9AzgipkfEhIiY0NHR0d/DmZlZUiTxTwdOj4jtI2IMcEYq64sVkkYBpL8excvMrMGKJP7BETG/cyYiFpB139AXc4Hj0vRxwI193I+ZmfVRkcS/TNLfShqbPucBy3raSNI1wD3ALpKeljQVuAA4QNJjwCfSvJmZNVCRLhtOAL4CzCZrk/95KqsrIo7qZtHHC0dnZmYDrsfEHxGrgC82IBYzM2sA99VjZlYxTvxmZhXjxG9mVjE9Jn5J20qaI2ll6nTtBknbNiI4MzMbeEWu+K8ie/5+FPAe4MepzMzMWlCRxN8REVdFxLr0mQm4DwUzsxZVJPG/KOkYSRunzzHAi2UHZmZm5SiS+E8AjiTrTXM5cDjwhTKDMjOz8hR5getJ4HMNiMXMzBqg28Qv6e/qbBcR8bUS4jEzs5LVu+J/pUbZYGAqsA3gxG9m1oLqjcD1x+EWJQ0FTiVr27+WPgzFaGZmG4a6bfyStgZOB44mGyN3j9Rpm5mZtah6bfzfBg4jG23rg/0ca9fMzDYQ9R7nPIPsTd3zgGclrUmflyWtaUx4ZmY20Oq18bsDNzOzNuTkbmZWMU78ZmYV48RvZlYxTvxmZhXjxG9mVjFO/GZmFePEb2ZWMU78ZmYV48RvZlYxTvxmZhXjxG9mVjFO/GZmFePEb2ZWMU78ZmYV48RvZlYxdYdeLIukJ4CXgfXAuoiY0Iw4zMyqqCmJP9kvIl5o4vHNzCrJTT1mZhXTrMQfwK2S7pM0rdYKkqZJWihp4cqVKxscnplZ+2pW4v9oROwBHAScLGmfritExPSImBAREzo6OhofoZlZm2pK4o+IZ9Lf54E5wMRmxGFmVkUNT/ySBksa2jkNfBJY3Og4zMyqqhlP9YwE5kjqPP4PIuJnTYjDzKySGp74I2IZ8KFGH9fMzDJ+nNPMrGKc+M3MKsaJ38ysYprZZUNDLNCCZodQyOSY3OwQzKwifMVvZlYxTvxmZhXjxG9mVjFO/GZmFePEb2ZWMU78ZmYV48RvZlYxTvxmZhXjxG9mVjFO/GZmFePEb2ZWMU78ZmYV48RvZlYxTvxmZhXjxG9mVjFO/GZmFePEb2ZWMU78ZmYV48RvZlYxTvxmZhXjxG9mVjFO/GZmFePEb2ZWMU78ZmYV48RvZlYxTvxmZhXjxG9mVjFO/GZmFePEb2ZWMU1J/JIOlPSopMclnd2MGMzMqqrhiV/SxsC/AgcB44CjJI1rdBxmZlXVjCv+icDjEbEsIl4HrgWmNCEOM7NK2qQJxxwNPJWbfxr4SNeVJE0DpqXZtZIeLbDvEcAL/Y6wGVSztHXrA+1Xp3arD7RfndqtPtDfOm1fq7AZib+QiJgOTO/NNpIWRsSEkkJquHarD7RfndqtPtB+dWq3+kD/69SMpp5ngO1y89umMjMza4BmJP5fAztL2kHSpsD/BeY2IQ4zs0pqeFNPRKyTdApwC7AxcGVELBmg3feqaagFtFt9oP3q1G71gfarU7vVB/pZJ0XEQAViZmYtwG/umplVjBO/mVnFtGzil3SlpOclLc6VnS/pGUmL0ufgZsbYG5K2kzRf0sOSlkg6NZVvLWmepMfS362aHWsRderTyudoM0n/Kek3qU5fSeU7SLo3dUFyXXpoYYNXpz4zJf0ud47GNzvW3pC0saQHJN2U5lvy/OTVqFO/zlHLJn5gJnBgjfKLImJ8+vy0wTH1xzrgjIgYB+wJnJy6sjgbuD0idgZuT/OtoLv6QOueo9eA/SPiQ8B44EBJewLfIqvTTsAqYGoTY+yN7uoDcGbuHC1qXoh9ciqwNDffqucnr2udoB/nqGUTf0TcBfx3s+MYKBGxPCLuT9Mvk53k0WTdWcxKq80CDmlOhL1Tpz4tKzJr0+yg9Algf+A/UnkrnaPu6tOyJG0LfBr4fpoXLXp+OnWt00Bo2cRfxymSHkxNQS3RLNKVpLHA7sC9wMiIWJ4WPQeMbFJYfdalPtDC5yj95F4EPA/MA/4LeCki1qVVnqaFvuC61iciOs/RP6RzdJGkdzUxxN66GPgb4M00vw0tfH6SrnXq1Odz1G6J/3vAjmQ/W5cDFzY3nN6TNAS4ATgtItbkl0X27G1LXZHVqE9Ln6OIWB8R48neOJ8IvK/JIfVL1/pI2hU4h6xeHwa2Bs5qYoiFSfoM8HxE3NfsWAZKnTr16xy1VeKPiBXpP+Q3gSvI/sdsGZIGkSXJqyNidipeIWlUWj6K7MqsJdSqT6ufo04R8RIwH9gLGC6p82XIluyCJFefA1MzXUTEa8BVtM45mgR8TtITZL3+7g/8M619ft5RJ0n/3t9z1FaJvzNBJocCi7tbd0OT2iJnAEsj4ju5RXOB49L0ccCNjY6tL7qrT4ufow5Jw9P05sABZPcu5gOHp9Va6RzVqs8juQsNkbWHt8Q5iohzImLbiBhL1hXMHRFxNC16fqDbOh3T33O0wfbO2RNJ1wCTgRGSngb+HpicHmsK4AngxKYF2HuTgGOBh1KbK8C5wAXA9ZKmAk8CRzYpvt7qrj5HtfA5GgXMUjaY0EbA9RFxk6SHgWslfR14gOwLrxV0V587JHWQdQi8CDipmUEOgLNozfNTz9X9OUfussHMrGLaqqnHzMx65sRvZlYxTvxmZhXjxG9mVjFO/GZmFePEb6WT9OXU++ODqSfBj6Ty0yRt0Yf9re15rW63PV7Se/q6fTNIGi7pr5odh7UPJ34rlaS9gM8Ae0TEbsAngKfS4tOAXif+fjoeaKnEDwwHSk/8ubdbrc058VvZRgEvpFfLiYgXIuJZSV8kS8DzJc2Ht1/JSzpc0sw0vYOkeyQ9lF7CIbfemZJ+nX5NdPYnP1bSUklXpF8at0raXNLhwASyl18WpbILlI0Z8KCkf+oavKSJ6dgPSPqlpF1S+RaSrk/bzlHW3/uEtOyTaZv7Jf0w9VfUdb87SbpNWV/490vaUdIQSben+YckTUmrXwDsmGL+dnf1TuV/K+lRSb+QdI2kL6Xy8ZJ+ldafo9Q5nqQFki6WtBD4srI+3gelZcPy89ZGIsIff0r7AEPI3iz8LXApsG9u2RPAiNz82tz04cDMND0X+PM0fXLnesAnyQadFtlFzE3APsBYsvEAxqf1rgeOSdMLgAlpehvgUd56kXF4jfiHAZuk6U8AN6TpLwGXp+ld0/EmACOAu4DBadlZwN/V2O+9wKFpejOyXz6bAMNS2Qjg8VS3scDi3Lbd1fvD6d96M2Ao8BjwpbTNg53/9sBXgYtz/x6X5vZ9FXBImp4GXNjs/4b8GfiPf9pZqSJiraQ/BT4G7AdcJ+nsiJjZi91MAj6fpv+NbGANyBLgJ8lew4fsS2Zn4PfA7+KtwSnuI0ueXa0GXgVmKBvZ6KYa62xJ1q3BzmTdTHRe/X6UrAMwImKxpAdT+Z7AOODurBsVNgXuye9Q0lBgdETMSdu/msoHAd+QtA9ZF7yjqd0Nd3f1HgrcmPb3qqQfp/1uSfaldmdafxbww9z+rstNf5+sC+AfAV8A/rLG8a3FOfFb6SJiPdmV5QJJD5F1lDWz1qq56c3qLOsk4JsRcfnbCrP+/1/LFa0HNq8R1zpJE4GPk/3COIWsR8e8rwHzI+LQtN8FNeLoGtO8iDiqh/VqORroAP40It5Q1iNj13+HzmPUqvdpfTgmwCudExFxd2oqmwxsHBEt0UGb9Y7b+K1UknZJV8udxpN1NgfwMtlVaqcVkt4vaSOynjs73U3WMyFkybHTLcAJnW3okkZLencPIf3xmGm7LSMb/vGvgQ/VWH9L3urG9/guMR2Z9jMO+GAq/xUwSdJOadlgSe/N7zCyEcmelnRIWudd6emmLcn6Xn9D0n7A9l1j7qHedwOfVTaW7hCym+pExGpglaSPpe2PBe6ke/8f+AFZs4+1IV/xW9mGAN9V1v3vOrJ262lp2XTgZ5KejYj9yMYTvglYCSxM20I23ugPJJ1FrkvdiLhV0vuBe1KzylrgGLIr/O7MBC6T9AfgIOBGSZuRXUWfXmP9fyRr6jkP+Emu/NJU/jDwCLAEWB0RKyUdD1yjt0ZFOo/sHkfescDlkr4KvAEcAVwN/Dj9KlqY9ktEvCjpbkmLgZsj4sxa9Y6IX0uaS9aevwJ4iKw5C7JfWZelL5hlZM043bka+DpwTZ11rIW5d06zPlDWlfGgiHhV0o7AbcAuEfF6k+Maku6rbEF2k3lapLGPe7GPw4EpEXFsKUFa0/mK36xvtiB7FHUQ2a+Fv2p20k+mp6anzYBZfUj63yX7JXRwGcHZhsFX/GZmFeObu2ZmFePEb2ZWMU78ZmYV48RvZlYxTvxmZhXzv2tKvo0mrbe0AAAAAElFTkSuQmCC\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "bins=[15,20,25,30,35,40,45]\n",
        "plt.hist(mi_students,bins,rwidth=0.8,label='Ml_students')\n",
        "plt.title(\"mi_students age\")\n",
        "plt.xlabel(\"Students age category\")\n",
        "plt.ylabel(\"No of students age\")\n",
        "plt.legend(loc=1)\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 295
        },
        "id": "HXgGP1Kz1ffi",
        "outputId": "89e6ec93-6d1f-4838-8d2e-799952a8cf82"
      },
      "execution_count": 13,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "bins=[15,20,25,30,35,40,45]\n",
        "plt.hist(mi_students,bins,rwidth=0.8,label='Ml_students')\n",
        "plt.hist(py_students,bins,rwidth=0.8,label='py_students')\n",
        "plt.title(\"mi_students age vs Py_Students age\")\n",
        "plt.xlabel(\"Students age category\")\n",
        "plt.ylabel(\"No of students age\")\n",
        "plt.legend(loc=1)\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 295
        },
        "id": "FANSi_pF12ot",
        "outputId": "a68ce6af-c596-41a5-9cbe-0ca5db316b60"
      },
      "execution_count": 14,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 432x288 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "bins=[15,20,25,30,35,40,45]\n",
        "plt.figure(figsize=(16,9))\n",
        "plt.hist([mi_students,py_students],bins,rwidth=0.8,label=['Ml_students','py_students'],color=['r','g'])\n",
        "plt.title(\"mi_students age vs Py_Students age\")\n",
        "plt.xlabel(\"Students age category\")\n",
        "plt.ylabel(\"No of students age\")\n",
        "plt.legend(loc=1)\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 567
        },
        "id": "KNvZbOUO2uY3",
        "outputId": "fefdb6d6-290d-4d56-a860-658eeac2e16f"
      },
      "execution_count": 17,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1152x648 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {
            "needs_background": "light"
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "source": [
        "from matplotlib import style\n",
        "style.use(\"ggplot\")\n",
        "bins=[15,20,25,30,35,40,45]\n",
        "plt.figure(figsize=(16,9))\n",
        "plt.hist([mi_students,py_students],bins,rwidth=0.8,label=['Ml_students','py_students'],color=['r','g'])\n",
        "plt.title(\"mi_students age vs Py_Students age\")\n",
        "plt.xlabel(\"Students age category\")\n",
        "plt.ylabel(\"No of students age\")\n",
        "plt.legend(loc=1)\n",
        "plt.grid(color='k',linestyle='--')\n",
        "plt.show()"
      ],
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 571
        },
        "id": "-TvLxUQZ3Y60",
        "outputId": "80ac3a5a-0315-4740-d101-e24193a975d7"
      },
      "execution_count": 22,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "text/plain": [
              "<Figure size 1152x648 with 1 Axes>"
            ],
            "image/png": 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\n"
          },
          "metadata": {}
        }
      ]
    }
  ]
}