{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "### Matplotlib tutorial 02" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# import\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "collapsed": true }, "outputs": [], "source": [ "# generating some data points\n", "X = np.linspace(-np.pi, np.pi, 20, endpoint=True)\n", "C, S = np.cos(X), np.sin(X)" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "[,\n", " ]" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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Wr4fYWKhVy3YSu37Y/AMty7QkR+YctqM4VsOGcPQobN9uO4lILin4yfRAzgd4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\nTuJ/pIXvQNevm2PefvoJqle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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Simply plotting these in same plot\n", "\n", "plt.plot(X, C,\n", " X, S)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "[,\n", " ,\n", " ,\n", " ]" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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aq+NWU79yfRpVte7HnIAA+O47uHBBdRI13KE2mHJ55PHjx+d87+vri6+vr9PO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\n4npOXzpNv6b9VEfRikm/np1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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(X, C,\n", " X, C, 'oy',\n", " X, S,\n", " X, S, 'or')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "** Checking and Defining the Range of Axes **" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(-4.0, 4.0, -1.0, 1.0)\n" ] }, { "data": { "image/png": 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aq+NWU79yfRpVte7HnIAA+O47uHBBdRI13KE2mHJ55PHjx+d87+vri6+vr9PO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\n4npOXzpNv6b9VEfRikm/np1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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(X, C,\n", " X, C, 'oy',\n", " X, S,\n", " X, S, 'or')\n", "\n", "print(plt.axis()) # this will print the current plotting X and Y values" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(-4.0, 4.0, -1.0, 1.0)\n", "(-5.0, 5.0, -1.5, 1.5)\n" ] }, { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# we can change it by assigning new one\n", "\n", "plt.plot(X, C,\n", " X, C, 'oy',\n", " X, S,\n", " X, S, 'or')\n", "\n", "print(plt.axis())\n", "\n", "x1, x2, y1, y2 = (-5, 5, -1.5, 1.5)\n", "plt.axis([x1, x2, y1, y2])\n", "\n", "print(plt.axis())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "** \"linspace\" to Define X Values ** \n", "\n", " linspace can be used to create evenly spaced numbers over a specified interval. \n", " linspace(start, stop, num=50, endpoint=True, retstep=False) \n", " " ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "X = np.linspace(0, 2 * np.pi, 20, endpoint=True)\n", "F = np.sin(X)\n", "plt.plot(X,F)\n", "startx, endx = -0.1, 2*np.pi + 0.1\n", "starty, endy = -1.1, 1.1\n", "plt.axis([startx, endx, starty, endy])\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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qCnz4AERF8ceHD7yNr19L/PPtW77y6uwMtGjBH6VK8W8miXF2BsaO5T7GxPdo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\nt9lRsiTfnKJFXoW/onFHxpmcIW/FCqI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AQ01sTyAQCAR6YJJ4E5EZ5NwSCAQC60PRHZaK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\nAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "X = np.linspace(-2 * np.pi, 2 * np.pi, 20, endpoint=True)\n", "F1 = 3 * np.sin(X)\n", "F2 = np.sin(2*X)\n", "F3 = 0.3 * np.sin(X)\n", "startx, endx = -2 * np.pi - 0.1, 2*np.pi + 0.1\n", "starty, endy = -3.1, 3.1\n", "plt.axis([startx, endx, starty, endy])\n", "plt.plot(X,F1)\n", "plt.plot(X,F2)\n", "plt.plot(X,F3)\n", "plt.show()" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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5yZEPgwwVvHIFqF/f+IUbYP7TPHlYhTqO/nLggOHX7laHAgUAGxvAy0tuSziq0GvxNnaX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\naQP7E5MTydTVlK4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Q+P2zU+/rSwx98MdgKrWgFEXGRtKYMUSLF2dx8t27zPDSpdlV0OHD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\nqluX9eU1NG6H3CYzVzNKSFLfQerz2od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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "X = np.linspace(-2 * np.pi, 2 * np.pi, 20, endpoint=True)\n", "F1 = 3 * np.sin(X)\n", "F2 = np.sin(2*X)\n", "F3 = 0.3 * np.sin(X)\n", "startx, endx = -2 * np.pi - 0.1, 2*np.pi + 0.1\n", "starty, endy = -3.1, 3.1\n", "plt.axis([startx, endx, starty, endy])\n", "plt.plot(X,F1)\n", "plt.plot(X,F2)\n", "plt.plot(X,F3)\n", "plt.plot(X, F1, 'ro')\n", "plt.plot(X, F2, 'bx')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ " ** Customizing Ticks ** " ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(array([-8., -6., -4., -2., 0., 2., 4., 6., 8.]), )\n", "(array([-1. , -0.5, 0. , 0.5, 1. ]), )\n" ] }, { "data": { "image/png": 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UUA7ooJRK6IThlVrrkPg//y+1zxVpw7BhpmXqZjtO72Dt0bX0DOmZqvsoZfry3XwiFvx3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\nf6SF70DXr5tj3r7/HqpWhYW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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(X, C,\n", " X, S)\n", "\n", "print(plt.xticks())\n", "print(plt.yticks())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ " Ticks actually holding the two things, 1 - ticks value , 2 - ticks label \n", " Let's change the values first" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "([, ],\n", " )" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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lS1CqlLpFxspXfK05soa3I95O1YYeVyWbUITNfPMN9Otn7cJ85sYZ5u6Zy9CaQ236XF9f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\nIh8e0m/bNnWL8MaNkN0GR2T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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(X, C,\n", " X, S)\n", "\n", "plt.xticks([0, 1, 2, 4, 5])\n", "plt.yticks([0, 1])" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "([,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ],\n", " )" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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Hp1apHzLG/CoiNwBLRGS3MWZNam1GR0f/eT8yMpJIvWLjFYNrDabMmDLM2zOP\nBnc2yNJzzZ/vbEY+YYKXwgWo0xdPEzUrivfrva/F3qLnnoNPPnHO9l96yXYa+2JjY4mNjc3wz2X1\nDH83Tt98vIjcBKwwxlx15XMR6Q+cMcYMSeX7eobvQ7E/xvL0F0+zo8OOTK//cuaMsxLmxIlQo4Z3\n8wUSYwwtvmjBdTmu48MGH9qO43r79sG//w0bN0KJErbTBBZ/XbSdC7Ty3H8W+DKFIHlEJK/n/jXA\nI8DOLLarMinytkialGpCt5humX6O3r2dkTmhXOwBxm0ex67fdjGs7jDbURRQsiT06AHt2jmjw1TG\nZbXgvwXUFpE9QE1gMICIFBGR+Z5jCgNrRGQLsA6YZ4xZnMV2VRYMqjUo06N2Pv8c5s0L/c0qdsTv\noM/yPsx8Yia5s+t4wEDx8svO+Py337adJDjpxCuXiv0xlqe+eIqdHXamu2vnykqGMTHOZhWh6tyl\nczww9gF6V+lNy/tCfOpwEDp0yJnoN2EC1KljO01g0MXTVJo6f9WZM5fOMKnxpDSPPXkSKlaE114L\n/eUTWn/ZGmMMExtPtB1FpWLVKmeDnbVrQ392d3ro4mkqTYNrDWbNwTVpdu0kJcHTTztnU6Fe7Cdv\nm8y6n9cxsv5I21HUVTz8sHPy0aQJnDtnO03w0DN8l1v540qafd6Mb577hhL5Ux760L8/rFjh7GKV\nPYT36I47GkfVCVVZ1nIZZQqXsR1HpcEYaNUKLl1y9l9w8x40eoav0qXabdXoU6UP9afV58SFE//4\n/pdfwscfw2efhXaxv5BwgahZUQysMVCLfZAQcSZj7d0LQ1Ic5K3+Ts/wFQAvxbzE1vitLHp6ETmy\n5QAgLg6qVnUmWT34oOWAPtZhfgdO/HGCTx//VLcrDDI//eS8Pj/5BGrWtJ3GDj3DVxny7iPvki9n\nPtrMbYMxhtOnoXFjZ9mEUC/2M3fNZMkPS/iowUda7INQ8eJOl85TTznFX6VOz/DVn85dOkf1SdWp\nH/EoW4f3p0gRGD3adirf+v7491QaX4mYp2IoXzSEx5q6wJAhMHUqfP21+5ZS1mGZKlPiz8ZT6r1K\nFNrxX3ZNa0mOHLYT+c7Fyxd56OOHaHlfS7o+2NV2HJVFxjhn+dmyweTJ7rqIq106KlM2xhYmx2cL\nOFmxB18fXmE7jk/1XNqTW/PdSpeKXWxHUV4g4iyjvGMHvP++7TSBSc/w1Z/27oUqVWDOHPijyHKa\nzWrGylaB/gRnAAAOYElEQVQrueuGq66HF5TmxM3hxZgX2dJuS6YXkVOB6cABqFQJZs6EatVsp/EP\nPcNXGXLmjDOJ5Y03oHJlqFGiBu/UfodHpz1K/Nl42/G8at6eebSd15YZTWdosQ9BJUo4ffnNmjnL\nMKj/p2f4CmOcaerXXw9jx/6177P/iv4s3L+Q2Fax5Mmex15IL5m6fSqvLH6Fec3nUeHmCrbjKB96\n+21n/sjq1ZArl+00vqUXbVW6DR4Ms2fDypX//MMwxvDsnGc5e+ksnz3xGdnCgne7oVEbRjH468HE\nPBVD6RtL246jfMwYiIqCvHmdHbNC+SKudumodBk92tlF6PPPUz4LEhHGNhjL8QvH6bGkh/8DeoEx\nhoGrBjJ03VBWtVqlxd4lRJxZ4hs3Qq9ekJhoO5F9WvBd6tIlaN8eRo50Vh685ZbUj80ZnpPZUbNZ\nuH8hozaM8l9ILzDG0GNJD2bsmsHq1qtTXS9Ihaa8eWH5ctiwARo2dNbSdzMt+C4UH+9MQT9yxNkU\nOiIdW7Xmz52fBS0WMHD1QObvnZ/2DwSAxKRE2sxtw9eHvia2VSxFri1iO5Ky4IYbYPFiZxnlBx+E\nPXtsJ7JHC77LbNrkrGtfowZ88QVce236f/b2/LczO2o2rb9szSfbPyGQr7VcvHyRqFlRHDx9kCXP\nLKFA7gK2IymLsmd3xua/8oqzPtRXX9lOZIdetHWRadOgWzdnhcHHH8/882z+dTPPzH6Gu2+4m9GP\njqZQnkLeC+kF5y6d47GZj5E3R16mPTaNnOE5bUdSAeSbb5xRaV27wquvhsbFXL1oq/6UmAg9ezob\nRixblrViD1CuSDk2td1E8XzFKTO6TKb2xvWVExdOUHtKbYpeW5QZTWdosVf/ULkyrF8Ps2ZBixZw\n/rztRP6jZ/gh7uRJaN4cLl50Zh4W8vLJ+KqfVtFqTiuq31adoXWHcl3O67zbQAYcOXuEOlPrUOO2\nGrxX5z3CRM9nVOouXIC2bZ29mufMgWLFbCfKPD3DV8TFORep7rgDFi3yfrEHeLj4w2xrv41sYdko\nM7oMsT/Ger+RdPjx5I9UnVCVpnc1ZUidIVrsVZpy53YWWXvqKefvZPVq24n8wBgTUDcnksqqefOM\nueEGYz7+2H9tLti7wBR9r6h5ceGL5vyl835p8/dzv5u31rxlirxbxIxYN8IvbarQExNjzI03GjNm\njO0kmeOpm2nWV+3SCTHGODNnR41y+igrVfJv+8fOH6PTV53YFr+NKU2m8EDRB3zSzre/fMvIDSP5\ncs+XNLqzEZ0rdvZZW8od9u93xupXqwbDhxNUS4P7ZWkFEWkKRAN3ARWMMZtTOa4uMAynC2m8Meat\nqzynFvwMSkiAtWshJgYWLICcOZ2lEm6+2V6m6Tun0y2mGx0e6EDfqn3Jni3rG+L+cfkPZu6ayaiN\no4g/G0/HCh157v7nAm6UkApep0/DM8/Azp3wn/9A3brOG0CeAF9Gyl8F/04gCfgQeCWlgi8iYcBe\noCbwC7ARaGaMiUvlObXgp8NPPzkFftEiZyZhRITz4qxb1zmrDw+3nRB+OfMLbea24bdzv/Hyv1+m\nZIGSRBSIyPAKlT+d/Ikx345h/JbxlCtSjk4VOlG/ZP2gXtdHBS5jYMsW528rJgY2b3ZG9lz5+ypV\nKvCGcvp18TQRWQF0T6XgVwL6G2PqeR73wulvSvEsXwt+yi5ccJZAiIlxbseOQZ06zguwdm248Ubb\nCVNmjGHi1oks3L+Q/cf3s+/4PnJky0FEgQjnlj+CkgVL/vm4YO6CiAhJJomlPyxl1MZRrDm4hpZl\nWtKhQgfuKHiH7f8l5TKnTjknVVf+9uD/i3/NmnCdvYFpfwqkgv84UMcY09bz+GmgojEmxT3ltOD/\n1dixzozYNWugbNn/f6Hdfz+EBeFAFGMMv5//nf3H9//jtu/4PowxRBSI4NTFU+TJnofOFTrT4t4W\nXJPjGtvRlcIYZ/TblbP/r792/hbr1nUWaLP1N5negp/mB38RWQIUTv4lwAB9jTE+mXETHR395/3I\nyEgiIyN90UxQSEiANm3g00+d9eqDnYhw4zU3cuM1N1L51sr/+P7xC8fZf3w/gvBA0QeQQPvsrFxN\nBO66y7m9+KIzaWvVKmfJEn8W+9jYWGJjYzP8c/7q0ok2xtT1PNYuHaWU8iIbE69Sa2wjECEixUUk\nB9AMmOvFdpVSSqVDlgq+iDQWkUNAJWC+iCz0fL2IiMwHMMYkAp2BxcAuYLoxZnfWYiullMoonXil\nlFJBTtfSUUop9Rda8JVSyiW04CullEtowVdKKZfQgq+UUi6hBV8ppVxCC75SSrmEFnyllHIJLfhK\nKeUSWvCVUsoltOArpZRLaMFXSimX0IKvlFIuoQVfKaVcQgu+Ukq5hBZ8pZRyCS34SinlElrwlVLK\nJbTgK6WUS2jBV0opl9CCr5RSLqEFXymlXEILvlJKuUSWCr6INBWRnSKSKCLlrnLcjyKyTUS2iMiG\nrLSplFIqc8Kz+PM7gCbAh2kclwREGmNOZLE9pZRSmZSlgm+M2QMgIpLGoYJ2HymllFX+KsIGWCIi\nG0XkBT+1qZRSKpk0z/BFZAlQOPmXcAp4X2PMvHS285Ax5lcRuQGn8O82xqxJ7eDo6Og/70dGRhIZ\nGZnOZpRSKvTFxsYSGxub4Z8TY0yWGxeRFUB3Y8zmdBzbHzhjjBmSyveNNzIppZRbiAjGmLS61r3a\npZNiYyKSR0Tyeu5fAzwC7PRiu0oppdIhq8MyG4vIIaASMF9EFnq+XkRE5nsOKwysEZEtwDpgnjFm\ncVbaVUoplXFe6dLxJu3SUUqpjLHRpaOUUiqAacFXSimX0IKvlFIuoQVfKaVcQgu+Ukq5hBZ8pZRy\nCS34SinlElrwlVLKJbTgK6WUS2jBV0opl9CCr5RSLqEFXymlXEILvlJKuYQWfKWUcgkt+Eop5RJa\n8JVSyiW04CullEtowVdKKZfQgq+UUi6hBV8ppVxCC75SSrmEFnyllHKJLBV8EXlbRHaLyFYR+VxE\nrkvluLoiEicie0WkZ1baVEoplTlZPcNfDJQ2xpQF9gG9/36AiIQBI4E6QGmguYiUymK7fhUbG2s7\nwj9opvQJxEwQmLk0U/oEYqb0ylLBN8YsNcYkeR6uA25J4bCKwD5jzE/GmARgOtAoK+36WyD+A2um\n9AnETBCYuTRT+gRipvTyZh/+c8DCFL5+M3Ao2eOfPV9TSinlR+FpHSAiS4DCyb8EGKCvMWae55i+\nQIIxZppPUiqllMoyMcZk7QlEWgEvADWMMRdT+H4lINoYU9fzuBdgjDFvpfJ8WQuklFIuZIyRtI5J\n8wz/akSkLtADeDilYu+xEYgQkeLAr0AzoHlqz5me0EoppTIuq3347wN5gSUisllEPgAQkSIiMh/A\nGJMIdMYZ0bMLmG6M2Z3FdpVSSmVQlrt0lFJKBYeAmGkrIk1FZKeIJIpIub99r7eI7PNM8HrEYsb7\nRGStiGwRkQ0i8oCtLMmJSBfP72aHiAy2necKEekuIkkiUiAAsqRrgqCfsgTUJEQRuUVElovILs9r\nqKvtTFeISJin52Cu7SxXiEg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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(X, C,\n", " X, S)\n", "\n", "plt.xticks(np.arange(-10, 10, 2))\n", "plt.yticks(np.arange(-2, 2, 0.5))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now changing the ticks lable" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "([,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ],\n", " )" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(X, C,\n", " X, S)\n", "\n", "plt.xticks(np.arange(-10, 10, 2), ['a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j'])\n", "plt.yticks(np.arange(-2, 2, 0.5))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "** Chnaging Spine ** \n", "the gca function returns the current Axes instance on the current figure. " ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "collapsed": false }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Axes(0.125,0.125;0.775x0.775)\n" ] }, { "data": { "image/png": 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2rRxSvmjvIsrkLUOJPCVsR3GcDh3MCuw//7SdRKSGFPwUqF20NpfjLvPr8V9t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\ng+sPLiJ32RjbUayasW0GD+V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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(X, C,\n", " X, S)\n", "\n", "# getting current axis and spine instance\n", "ax = plt.gca()\n", "print(ax)\n", "\n", "# making the top and right spine invisible:\n", "ax.spines['top'].set_color('none')\n", "ax.spines['right'].set_color('none')" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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awze4fkO1f/BEC78qsEdrfVBrHQdMAVrc5joXr50Ut7NmDZw4AS1b2k5i14BVA+hXrZ9H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\nunWhUCGYMMF2Ev8iLXyHuXz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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(X, C,\n", " X, S)\n", "\n", "ax = plt.gca()\n", "\n", "# making the top and right spine invisible:\n", "ax.spines['top'].set_color('none')\n", "ax.spines['right'].set_color('none')\n", "\n", "# moving all top ticks tp bottom and right ticks to left\n", "ax.xaxis.set_ticks_position('bottom')\n", "ax.yaxis.set_ticks_position('left')" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "collapsed": false }, "outputs": [ { "data": { "image/png": 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Xjrt371rmwa8RGB5Indg6VHTXd6BLbRGLbBcvXqRhw4ZUqlSJypUrM3XqVLM9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\nnfQpdVFRspPYPyfZAazZs9P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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(X, C,\n", " X, S)\n", "\n", "ax = plt.gca()\n", "\n", "# making the top and right spine invisible:\n", "ax.spines['top'].set_color('none')\n", "ax.spines['right'].set_color('none')\n", "\n", "# moving all top ticks tp bottom and right ticks to left\n", "ax.xaxis.set_ticks_position('bottom')\n", "ax.yaxis.set_ticks_position('left')\n", "\n", "# moving bottom spine up to y=0 position:\n", "ax.spines['bottom'].set_position(('data',0))\n", "\n", "# moving left spine to the right to position x == 0:\n", "ax.spines['left'].set_position(('data',0))" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "collapsed": false }, "outputs": [ { "data": { "text/plain": [ "([,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ,\n", " ],\n", " )" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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NBg8eTJMmTZLs+kuXEnXsSFRYWLrjo6OjZX1T77333qOrz37DBAQE0NSpUyWu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\nvEvDw4aT6UJT2nFxBykUCpW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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(X, C,\n", " X, S)\n", "\n", "ax = plt.gca()\n", "\n", "# making the top and right spine invisible:\n", "ax.spines['top'].set_color('none')\n", "ax.spines['right'].set_color('none')\n", "\n", "# moving all top ticks tp bottom and right ticks to left\n", "ax.xaxis.set_ticks_position('bottom')\n", "ax.yaxis.set_ticks_position('left')\n", "\n", "# moving bottom spine up to y=0 position:\n", "ax.spines['bottom'].set_position(('data',0))\n", "\n", "# moving left spine to the right to position x == 0:\n", "ax.spines['left'].set_position(('data',0))\n", "\n", "# setting ticks value\n", "plt.xticks(np.arange(-8, 8, 2))\n", "plt.yticks(np.arange(-2, 2, 0.5))" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": false }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.5.2" } }, "nbformat": 4, "nbformat_minor": 0 }