{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": { "collapsed": true }, "outputs": [], "source": [ "from pylab import *\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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yWLEC2ra1nURZlL4/nY4fdiQiLIJHGj/C0t5LGdBsALuP7LYdLahoH7oqnXfegUqVoEcP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\nOuucK0+KHBpJTl7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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "x = np.linspace(0,5,10)\n", "y = x**2\n", "figure()\n", "plot(x,y,\"r\")\n", "xlabel(\"x\")\n", "ylabel(\"y\")\n", "title(\"title\")\n", "show()\n", "subplot(1,2,1)# (row, col, order)the position of this plot\n", "plot(x,y,\"r--\")#red, dash\n", "\n", "subplot(1,2,2)\n", "plot(y,x,\"g*-\")#green,*\n", "show()" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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YscNzovDKyspizZo1tGjRIrbPfcECuPFGqFYNFi+G2rV9JxKPVDTECzOL633S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\nRERCpqIhIiIhU9EQEZGQ/X901lN149Hl5wAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "\n", "fig = plt.figure()\n", "axes = fig.add_axes([0.1,0.1, 0.8,0.8])#left, bottom, width, height(range 0 to 1)\n", "axes.plot(x,y, \"r\")\n", "\n", "axes.set_xlabel(\"x\")\n", "axes.set_ylabel(\"y\")\n", "axes.set_title(\"title\")\n", "\n", "#more control of each plot\n", "fig = plt.figure()\n", "\n", "axes1 = fig.add_axes([0.1, 0.1, 0.8, 0.8]) # main axes\n", "axes2 = fig.add_axes([0.2, 0.5, 0.4, 0.3]) # inset axes\n", "\n", "# main figure\n", "axes1.plot(x, y, 'r')\n", "axes1.set_xlabel('x')\n", "axes1.set_ylabel('y')\n", "axes1.set_title('title')\n", "\n", "# insert\n", "axes2.plot(y, x, 'g')\n", "axes2.set_xlabel('y')\n", "axes2.set_ylabel('x')\n", "axes2.set_title('insert title')\n", "show()" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import matplotlib as mpl" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "x [ 0. 0.05050505 0.1010101 0.15151515 0.2020202 0.25252525\n", " 0.3030303 0.35353535 0.4040404 0.45454545]\n", "y [ 0. 0.10173239 0.20473775 0.30875925 0.41354136 0.51883053\n", " 0.62437582 0.72992952 0.83524782 0.94009141]\n" ] } ], "source": [ "mpl.rcParams['xtick.labelsize'] = 24\n", "mpl.rcParams['ytick.labelsize'] = 24\n", "np.random.seed(42)\n", "# samples of x axis\n", "x = np.linspace(0,5,100)\n", "y = 2*np.sin(x) + 0.3*x**2 \n", "#add some noises to y\n", "y_data = y+np.random.normal(scale = 0.3, size = 100)\n", "print('x', x[:10])\n", "print('y',y[:10])" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure('data')#figure() 指定图表名称\n", "plt.plot(x,y_data, '.') #use . " ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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+z8GhrRFFRCKMil1EJMKEa7E/7XQACTp9j6ODvs9BEJZz7CIi0rJwHbGLiEgL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\no2IXEYkwKnYRkQijYhcRiTD/H6NXzi48MtRlAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure('model')#default as continuous line\n", "plt.plot(x,y)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[]" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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DOOfeN7P+wM3AcKALvg92OX5MrPrWM1vl3xybRbbaaMijyGFkxEIbIiISu0zo\nYxcRkXpQsIuIhIyCXUQkZBTsIiIho2AXEQkZBbuISMgo2EVEQkbBLiISMgp2EZGQUbCLiISMgl1E\nJGT+D+znMj17eDobAAAAAElFTkSuQmCC\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.plot(x,y, 'r--', lw=3) #the 3rd argument is color and type" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.scatter(x,y_data)" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "collapsed": true }, "outputs": [], "source": [ "#save plot\n", "plt.savefig('result.png')" ] }, { "cell_type": "code", "execution_count": 27, "metadata": { "collapsed": true }, "outputs": [], "source": [ "#use matplotlib to plot\n", "import matplotlib as mpl\n", "mpl.rcParams['axes.titlesize'] = 18\n", "#坐标轴数字大小\n", "mpl.rcParams['xtick.labelsize'] = 16 \n", "mpl.rcParams['ytick.labelsize'] = 16\n", "#轴名字大小\n", "mpl.rcParams['axes.labelsize'] = 16" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "([,\n", " ,\n", " ],\n", " [,\n", " ,\n", " ])" ] }, "execution_count": 29, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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3QgQlHUrIvpBr3yrAOEKWkOMJo2pjCQ8uBcd/LTdxxG8nisj8MRCpGD4zUz/b\n6ITMe2b2TTNbxswWMbNdzOypHHXNMrN2M1spuuJumQjy6zhOBWnp6twHOChtPUrF8N7h1Txd8rv2\nju4RAwlIWpqwSL2/rPb7EGJxftXMbjCz+8zsdMJC98NLqu2CsRfBb+OeUlRWrXN8juPUGC1dnYsS\nvP7qhuGzmwYTJ7NSrAX8MI/Mz4Gnzeyv/ezPrFGcnlU+nUHYB0nLSfqXpOdiyqxPhyUl7SGpOyYT\n+I+kLSUNl3ReTDLwnqQxkhbNUXULcJeZfZJ1vl0lPRkTHjytHIl2c+GGz3GcUnEmsHraSpSSpp7G\nxrR1yMPJ7R3dOeNlStqO0Gv77gDHdxICWv9O0hoxDdH+QBtwYTGKxHifXYTg1tuZWTJ49dqERLg/\nIzgjLkTw27iMkLz4CEJ85cPI8s+Q1ATsyfzDnGsREuteRIhr+ibQKSlvxK5q8lZyHKdGaenqXAP4\nftp6lJrGnqZcvY9qYgQhG/qBycJoLC4HfjlQyioze1vS1sDfCdltIBiuM82sYAelmDDgDkJi5YNy\nhJFcFtjGzF6O8sPiOdcws12jzF0xpdzBJJIRADsDiwD/yKpzOcI6womxzicJxu8Q4LyB9PUen+M4\npeAsPhs2qxsaZzflCpBRbRzQ3tE9OqvsFGBh8jioSFqeEMdzJmFudieCo+CPJJ1a4Pl3IGR5uAfY\nN4fRA3ghY/QiE+LrXVlyE4DVklkgCMOcD5hZ9nDsxIzRAzCzqYScgXnXjnqPz3GcBaKlq3MjwhBV\n3dHYOzxXPrtq5CxgR4A4t3Y6cBSwUFaWmoUkLQXMiOmGTiEsj1jdzDIRscbF1EQ/lXSlmb2T59x7\nAYsBl8fsOLnIjqk8e4Dy4YT1inOiAdyX3D24XJG5egi94AHxHp/jOAvKudTjvcR4VzasVlKb7dDe\n0b1TfL8m4eZ/DcGwZDaAk+L7jePnjYGXEkYvw78JwUEKyXDzY0IwkTsklTqqzJaEOcCSLGPIUH+N\n1XGcihGDUO+bth7lQKZ8PZ1qI+MU0k0YsszeIBjDnfgsnONbwFpx2UOSLePrGwWct5cwr3Y3cKek\n7QelfW5agCfMbHIJ6/ShTsdxFoiazrwwEMP6Gj5MW4ci2bG9o3t0XMc8LntnnDZ7LWud8+8Jw9R3\nS7oAeBcYTegZ3pwjYEhOzKxXUitwLaHnt5eZPTj4S/mUFoKxLine43McZ1C0dHV+keBxV5cM7x3+\nSX6pquN6VwiJAAAgAElEQVTMYoTN7FFge2AaYWnALYSlAZmlBcXUNQf4WqzjDkk75TlkQCStR0ii\nW9JhThhkj0/SMgSPoXc8ELTjDFlOSFuBctI4u3Fu2joMgh3bO7p3vOiYTR/I3mFmynVANH57FXsi\nM3uVED85WdZHMH7JstGFHBvLzyQab0ktwIu5MkDkqjOWjyxE94J6fJJWkvSDuAL/Y8LTwSTgY0mv\nSvqzpD2zXFAdx6lTWro6VyFkQalbGnuaanUq6Pi0FSgFZvYzM1unHHUPaPgkrSbpj8BrhDHfGYTF\nkscD3wJOIyxa3IiwuPAlSXXp1uw4zjwcR/D6q1saexqz83zWCl9p7+heLW0lqpl8TzTPEzx1Wgj5\n7fr6E5S0GmFM+BeSVjGzC0qnpuM41UJLV+cihAffuqZpdtNSaeswSBqAo/HUbP2Sb6hz25h1946B\njB6AmU02s58T1pDcMpCs4zg1TRuwTNpKlJvhsxurKfN6sRzV3tFdq0O1ZWdAw2dm3cVWaGY9A8WG\ncxyn5vlm2gqUHeODYTas2uN0DsQqwH5pK1Gt+HIGx3EKpqWrc13gS2nrUW5kmpq2DiXg22krUK0U\nZfgkfSOmf39W0stZ20vlUtJxnKqhmpKTlo1hfcM+SFuHErBze0f3WmkrUY0UPAYs6ceEQKhPE0Li\n+Po9xxlCtHR1ijoNRp1Nw5zhs9LWoQSIEErs/LQVqTaKmfz8P+DXZlbXi1Ydx+mXHamzRLP9UaOL\n13NxMG745qOYoc5lCRG4HccZmgyJYU6Axp6mhrR1KBGbtXd0r5m2EtVGMYbvAWCTciniOE710tLV\nORzYP209KkVTT9PCaetQQg5OW4FqI1/klmGZjRCt5UhJh0taLrkvIeM4Tn2yA1CrC7qLpnF2Yz1d\nqxu+LPIZqzmEXEu9hCguGwF/BN5OlGe22f3U4ThO7TOk1oQNn924fNo6lJDN2zu610hbiWoin3PL\n2YBVQhHHcaqXg97vXe2mpYb3zpXqOj4nAMaMhrkNS6StRolpAX6VthLVwoCGL6aIcBxnCDPpuqvX\n2QEO2PqjvpfGLNv44f8WadgsbZ3KimkasHjaapSYXXHD9yn55viel/RzSVtXSiHHcaqOPQAaYa2j\n3+3d7PQ3ex5eao69lbZS5WLY3LpYvJ7N9h678zPyzfH9kTCp/ZCkNyV1xLx7TRXQzXGc6mCP5IcV\n59g2Z73Zs+hX3+t9YFjIul1XDJ/T8HHaOpSBxYEt0laiWsgXpPpnZrY1sCohasvngJuBaZJukHSo\npHobC3ccJzLpuqubgNHZ5YLFt53Zt+MFk3te3WhWX9HB7KuZ4bMb686YR3ZJW4FqoaAlCGb2lpn9\n3sz2BJYn5OLqAy4jGMG7JX1b0ipl1NVxnMqzGdBvQtZGWPuYd3o3/eGbPQ8vOcferqBeZaNxdlO9\nLs3aOW0FqoWif2Azm2Fm15nZoQQjuB/wEvAj4PUS6+c4TroUNDy20hzb5uw3exY+uA6GP5t6mkak\nrUOZ2Lq9o7ter60oFujJxsx6zexOM/u2ma0KbFMivZA0TpL1s90ZZUYOIFNPC1AdJy0KnhcSLLH9\nzL4df/FGzysbzup7qpxKlZPGnsYl09ahTIwA3FGR4oJUAyDpc4S5vuwnBzOz+0uiVeA7QPb84dbA\nRcyf4f38HGUzSqiL4wxVinaIaDLW+dY7vbw5fM7Dl67QtPYHDaqpTOaNsxuXS1uHMrI5UMr7dE1S\nTFqiNYFr+SwJpeKrxfcGlCywq5k9m0OHowkRYq7L2vWymT1aqnM7jgOTrrt6cWDdwR6/8hzb5uwp\nPR+OX6zhwb8tNXxbk6o/8LPxSUPf8GXSVqOM1PcazAIppsd3BdBMiNk5gQqHKJO0CCHm3K1m9l4l\nz+04Q5TNWcDpEMESO3zUt8NWM/smXrVs48fPLtxQ7YHupxLuc/XKpmkrUA0U06i3AL5vZr8xs3+a\n2QPZW7mUjOxPWIvypxz7zpc0R9IHkm6RtHGZdXGcoUDJ1n01Gesc+07vJj94s6driT6bVqp6S82w\nvmHvp61DmVm3vaO7njJPDIpiDN9k0g1EfTjhaeyORFkPcDlhecVOwEnAxsDDktbrryJJx0h6XNLj\n06ZV7X/QcdKm5AueV5lj2/50Sk/Tge/3PiizvlLXv6A0zBk+M20dykwD8IW0lUibYgzfecCpkhYt\nlzL9EdcH7gpcawlXaTN708yONbObzGy8mf2BEGnGgNP7q8/MOsxslJmNWn75egrC7jglpSyRPgRL\n7vhR3w4XvNHz4vqz+v5bjnMMluG9w3vT1qECDPl5voLn+Mzs6tiLelXSo0D2kICZ2TdKqt1nfJ1g\npHMNc2Yr8bqkh/jMCcdxnCKZdN3ViwIjy3mOJmPdY9/ptSmNc7ouXb7p8zMalPpTaFNPk/JL1Txu\n+AoVlHQEcBohYssXmX/Ys5zpi74BPGVmNbs2yHFqjJGVOIlAq/batudM6fnggcUaHrw5Ze/Pxtl1\nu3g9Sb/TQEOFYrw6zyLE6fw/M5teJn3mQ9IoYAOgvUD5ZmA7YGw59XKcOmdkJU8mWHL0R307bDOz\n7/krlmucPWFEQyoOao09TfWWjigXI9NWIG2KmeNbFri0kkYvcjghE/y12TskXSjpAkkHStpJ0rHA\neGAucG6F9XScemJkGidtMtb99rTejU59q6dr8RS8P+t88XqGVYd6iqJiDN9DwPrlUiQXCtmeDwXu\nNLOpOUSeIUSOvwK4GzgT6AK2NLPnK6Sm49QjI9M6cWL4s2n/Snp/Gr0NcxqGguFrIETfGrIUY/X/\nH3CDpPeBO5nfuQUzm1sqxWJ9vYRA2P3tvwq4qpTndBwHqILhMMGSO4XhzwlXLNfY+3z5hz+nCq1a\n5nNUC2sAr6StRFoUY/iei69/7me/FVmf4zjVy8i0FciwkLHed6b12huNcx66bPmm9WY0qCy9smFz\nh71HyD06FBiZtgJpUoyhOpvyem46jlM9jExbgSQCrdZr250zpWf6/Ys3PPj3JYdvZ1JJ8+Y1zGn4\nqJT1VTkj01YgTYpZx3dmGfVwHKdKiGv4qnKuS7DUzjP6dtj2o77n/rBcY98LIxo2KlXdw3sb04xM\nVWnqOR5pXgp+YpI0YPZeSSctuDqO41QBVe/4sJCx/nen9W548ls9Dy3WZ++Wos7GnsahsHg9Qz1n\noMhLMUMFN0nKGVldUjvws9Ko5DhOytREIlaBPtdr2507padh3+m947WAznWNs5uaSqVbDTCkE3UX\nY/huAO6UNDJZKOl44ALg+6VTy3GcFFksbQWKQbDUrjP6tv/5Gz3Pr/NJ3zODradpaCxez+CGr0CO\nBf4F/FMKXlWSvk/IiH6CmV1aBv0cx6k8NWX4Moww1j9uWu8GJ73VM34ww5/DZzcuWw69qhQ3fIUQ\n1+i1Am8Ten4nA78CTjSzS8qkn+M4lacmDR+E4c/mXtv+3Ck9w4oa/jT6hvcOTz1IdgVxw1coZvYJ\nsA8wgjCnd4qZ/aocijmOkxo1a/gyCJaOw58T1v5k7rMFHDJVpBccOwUWa+/oHkrXOw8DLmeQ1N9i\n9beBFYBNEjLlTEvkOE7lqHnDl2GEscH3ps2eO6lJ43+/XNOGMxuU05tRYfH6yhVWL01EcGJ6L21F\n0iDfOr5MUtdczAS2T3z2xe2OUx/UjeEDEAxbfbZtf96UnvfvWbxh/D+WHL5t9uL3hr5hM9LSL0UW\nww3f/JjZyArp4ThO9VBXhi+DYOkvz+jbfvuP+p69fLkmXhoxbIPMviG2eD3DkB3qLGnIH8dx6oK6\nNHwZRhgbfH/a7PXa3+55cNE+ex+gcXbjUByxGrL3/wEvXNKgxrwlrTQ4dRzHqQIa01ag3AiGjZxt\nO5w3pcf2nt47vmlWY91fcw6GbI8v3xzfi5KuAC4zswkDCUpaGNgfOAW4ETinNCo6jlNhetNWoFII\nltl9Rt/2u9kbH7D4G0NqvquHBoNN01YjFQpxbvkF8Iyk/xKymz8FTAN6gKWBNYEvATsTMp//grCo\n3XGc2mRO2gpUGqk2wrSVkhH0VSbBbxWSz7nlCWAXSZsDRxHW8B2XJfYJIaLLKcC1ZjYUvaMcp54Y\nMj2+IY4bvoGIBvAJAEkrAKsQFrG/C7waM6U7jlMf+P95aOCGr1DMbCowtQy6OI5THXyStgJORRiy\nhm/IurM6jtMvQykT+VBmyE5L5QtZ9gpFRGQxszUXWCPHcdJmZtoKOGXnk+bWtiH7gJNvqPMB5jV8\nuwArAl2EeJ0rAtsCbwH3lkNBx3Eqjhu++qckWetrlXxenUdk3ks6BtgS2MbMJifKPwfcCTxSJh0d\nx6ksQ7YnMIR4J20F0qSYOb6TgTOSRg/AzF4HzgJOLaVijuOkxttpK+CUHTd8BbIa/Xt79QCrLrg6\njuNUAZPzizg1jhu+AnkWOFnSiGRhDFV2ctzvOE7t8waeZqzeccNXIKcQQpNNkjRG0s8ljQFeA7Yg\nGD/HcWqc5ta2Xnytbr3jhq8QzOxeYDPgn4QEtN+Lr3cDm5jZfWXR0HGcNPDhzvrGvToLxcyeAw4r\nky6O41QPk4HN01bCKRtD2oGp6MgtkoZJ2kjSjpIWLYdSjuOkjvf46pvn01YgTYoyfJK+S1is/l/g\nPmDdWD5W0vdLr57jOCnhhq9+mQu8kLYSaVKw4ZN0NPBrYCxwCKDE7vHAgaVUTNJoSZZjm54lt7Sk\nKyS9I2mmpHskbVxKXRxnCOKGr36Z1NzaNittJdKkmDm+duBCMztVUnbK+gmUz6vz+8Bjic+fJsmU\nJOBWYCTB2eZ94DTgfkmbZi+2dxynYF5OWwGnbDyXtgJpU4zhWwO4q599M4GlFlydnDxnZo/2s29f\nQqzQnc3sfgBJjwCvEJZf+PCr4wyO/xKGxDyDS/0xIW0F0qaYRv0OoWeVi3UJi14rzb7AlIzRAzCz\nDwi9wP1S0Mdx6oIYuf/FtPVwyoIbviJk/wH8RFIy9ZBJWg44gTD3Vw6uldQn6V1Jf5HUnNi3IfB0\njmOeAZolLVYmnRxnKNCdtgJOWRjyQ53FGL4fEWJyPg3cQwhpdAnhS+wDzi6xbh8AFwJHATsDPwV2\nBR6RtEKUWYYwr5fNe/F16VwVSzpG0uOSHp82bVpptXac+uE/aSvglAXv8RUqaGbvAKOA84FG4CXC\nHOFvga3jEGPJMLP/mNlJZnarmT1gZhcDexByAH5vAevuMLNRZjZq+eWXL4m+jlOHuOGrP95tbm0b\n8k/7xUZumUHoef20POrkPf+Tkl4gxAyF0NvL1atbJrHfcZzB4Yav/vh32gpUA0UZPoA4p7cVsCxw\nq5m9FzM2zDazuaVWMA/PALvlKN8AmGRmeRNqTnl3Fu0d5Z3KWHzh4ZzVtlFZz+E4paa5tW3qpOuu\nfhNYOW1dnJLxYNoKVAPFLGCXpAsIC1tvAa7iMy/PvwOnl1y7+XUYRfAg/VcsugVYVdKOCZklgK/E\nfXnpm1v+7CszZs3JL+Q41Yn3+uqL8WkrUA0U49xyGnAcwYllS+aN3HIrsE8J9ULSNZLOktQiaWdJ\nJwJ3EpZNXBLFbgEeAa6R1Cpp91gm4Bel1MdxhihPpK2AUzJmMW8wkCFLMYbvKOBsMzsPeDJr34vA\nWiXTKvAMsD/wJ8LC+eOBm4Ato6MNcWh1H0KqpEuBmwkepjuZ2esl1sdxhiL3pK2AUzL+1dzaNjtt\nJaqBYub4VgX6i6AyGyhppgYzO5/gQZpP7j3gm3FzHKe0PALMABZPWxFngfFhzkgxPb43gP48NDYh\nhAlzHKeOiNnY788r6NQC7tgSKabH10mI3PIkn/X8TNLngROBjlIr5xTOEf++hem9PWU/z1KNCzHm\nS/uW/TxOVXEXITygU7v0Ag+nrUS1UEyP70zCiv8HgYmxrBP4X/z8s5Jq5hRFJYxeJc/jVBX9Bad3\naocnm1vbPk5biWqhmMgts4DRwBGEJ4d7CB5CxwBfNjOfNHWcOqS5te0lQqQmp3a5I20FqoliI7f0\nAVfHzXGcocNdwHfSVsIZNDenrUA1MZjILWsTQoatSljM/m8z86dBx6lv7sYNX63ycnNr23/TVqKa\nKNjwxbBklwJtQDIDe5+kPwHfNTOfAHKc+uQ+4BNgRNqKOEXjvb0sinFu+SVwGHAGsDZhXc/aBKeX\nNuCCUivnOE510NzaNgO4LW09nEFxU9oKVBvFGL5W4CwzO8/MXjazmfH1XEIYs6+VR0XHcaqEv6St\ngFM0rxGCEDgJijF8C9F/Sot/AU0Lro7jOFXMbcD0tJVwiuL65ta28kfirzGKMXz3kDsFELH8vgVX\nx3GcaqW5ta0H+FvaejhF8de0FahGivHqvAi4WtKihIXrbxOyoR8C7AV8XdKaGWEze7mUijqOUxWM\nAf4vbSWcgniuubWtvMlGa5RiDN8D8fXbwLGJcmXtz9CA4zh1RXNr20OTrrv6eUJeTKe6+V3aClQr\nxRi+I8umheM4tcSVeL7LaucDQko3JwcFGz4z8y/RcRyAPwPnAo1pK+L0y1XNrW0fpa1EtVKMc8s8\nSFpS0ihJq5VSIcdxqpvm1ra3gRvS1sPpl7nAb9JWopoZ0PBJ2l3SfFkXJP0QmEpYxvCapL9IKjr8\nmeM4Ncv5gLvJVye3Nre2eX7UAcjX4zsW+HyyQNKXgXMIKYqOBy4Hvgr8v3Io6DhO9dHc2vYMcEva\nejg5uSRtBaqdfL20zYCfZpUdSYjZt7uZvQUgCULklgtLraDjOFXLecB+aSvhzMP/mlvbfE11HvL1\n+FZg/jxcXwYeyhi9yG1k9Qwdx6lvmlvb/g3cm7Yezjx4b68A8hm+GcCimQ+S1gGWBR7NkvsQX7fn\nOEOR89JWwPmUl/AlDAWRz/BNYN6hjP0IE9p3Z8mtQYjk4jjOECIOq2U/CDvp8MPm1rbetJWoBfLN\n8f0KuEnSMgTDdgTwP6ArS24v4KmSa+c4Ti1wHu7okjb/bm5t8yUmBTJgj8/MxhI8N7cADic82R1s\nZp+6MUtaCdgVuL2MejqOU6U0t7bdCjyYth5DnJPTVqCWyLv2zswuYYAJ0+jkslwplXIcp+Y4DniS\n4sIgOqXh1ubWNn/wKIJBR25xHMfJ0Nza9j88KHIa9AGnpq1EreGGz3GcUvET4K28Uk4puaq5te25\ntJWoNdzwOY5TEppb2z4ETklbjyHEdMLDhlMkbvgcxykZza1tVwPj09ZjiHBcc2ub97AHgRs+x3FK\nzXGEuSenfNzY3Np2bdpK1CpVafgkHSRprKTXJc2S9Lyk8yUtnpAZKcn62ZZKU3/HGco0t7b9F/h5\n2nrUMW8D305biVqmWl2PTwLeAE4DJgObAmcCO0naxszmJmTPZ/7FszMqoaTjOP3yE2AHYLu0FalD\njm5ubXsnbSVqmWo1fF8xs2mJz+MkvUeIQzcaSEYff9nMPGSS41QRza1tfZOuu/pQoJsQ39cpDX+M\nAQOcBaAqhzqzjF6Gx+LrqpXUxXGcwdHc2jaZEPHJE9aWhtfwvKcloSoNXz/sGF+z16ycL2mOpA8k\n3SJp40or5jhObppb224HLkhbjzqgF/h6c2ubT+OUgJowfJJWBc4G7jGzx2NxDyH7+7eAnQjzghsD\nD0taL099x0h6XNLjsz6aXkbNHccBTgceTluJGuc7za1tD6WtRL1Q9YZP0mLA34E5hOzvAJjZm2Z2\nrJndZGbjzewPhMl0I/zR+sXMOsxslJmNWngxdwB1nHLS3No2B2gF3k1blxrlkubWtivSVqKeqGrD\nJ2lh4FZgTWB3M5s8kLyZvQ48BHypAuo5jlMgza1trwNfAWalrUuNcSfQnrYS9UbVGj5JjcCNwChg\nLzP7X8oqOY6zADS3tj0CfBVf3F4oTwAHN7e2+fdVYqrS8EkaBlwL7Ay0FLpcQVIzYd3Qv8qonuM4\ngyS64h+Tth41wCvA3s2tbR+lrUg9Uq3r+H4HHAycC8yUtFVi32QzmyzpQmAuITnue8C6hAXvc+Nx\njuNUIc2tbVdNuu7qxYBfp61LlTIZ2L25te3ttBWpV6qyxwfsGV9PBx7J2o6K+54hLGa/AribENml\nC9jSzJ6voK6O4xRJc2vbJXjW8Fw8D2zb3No2MW1F6pmq7PGZ2cgCZK4Criq/No7jlIPm1rZfTrru\n6mHAzwClrU8V8CSwR3NrW64AHk4JqdYen+M4Q4Dm1rZfAIfi3p4PADu50asMbvgcx0mV5ta26wmR\nmd5MW5eUuIXQ0/swbUWGCm74HMdJnebWtscI62//k7YuFeYK4MDm1rZP0lZkKOGGz3GcqiAGtd4e\nuDltXSrAB8Chza1tR8fINk4FccPnOE7V0NzaNhM4kJDPb3bK6pSLh4BNmlvbrktbkaGKGz7HcaqK\n5tY2a25t+ynwRcI63XqhDzgDGN3c2vZa2soMZdzwOc4QRNI4SRWP9i/peEkHFCLb3Nr2DLAt8D1g\nBsCJl3Ww5XdrMiXdK8AOza1tZ3sIsvR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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "speed_map = {\n", " 'dog': (48, '#7199cf'),\n", " 'cat': (45, '#4fc4aa'),\n", " 'cheetah': (120, '#e1a7a2')\n", "}\n", "#name of entire plot\n", "fig = plt.figure('Bar chart & Pie chart')\n", "#subplot\n", "ax = fig.add_subplot(121)#1st row, 2nd col, 1st plot\n", "ax.set_title('Running speed - bar chart')\n", "\n", "#set x axis scaler\n", "xticks = np.arange(3)\n", "bar_width = 0.5\n", "animals = speed_map.keys()\n", "speeds = [x[0] for x in speed_map.values()]\n", "colors = [x[1] for x in speed_map.values()]\n", "\n", "bars = ax.bar(xticks, speeds, width = bar_width, edgecolor = 'none')\n", "ax.set_ylabel('Speed(km/h)')\n", "# x轴每个标签的具体位置,设置为每个柱的中央\n", "ax.set_xticks(xticks+bar_width/2)\n", "\n", "# 设置每个标签的名字\n", "ax.set_xticklabels(animals)\n", "\n", "# 设置x轴的范围\n", "ax.set_xlim([bar_width/2-0.5, 3-bar_width/2])\n", "\n", "# 设置y轴的范围\n", "ax.set_ylim([0, 125])\n", "\n", "# 给每个bar分配指定的颜色\n", "for bar, color in zip(bars, colors):\n", " bar.set_color(color)\n", "\n", "# 在122位置加入新的图\n", "ax = fig.add_subplot(122)\n", "ax.set_title('Running speed - pie chart')\n", "\n", "# 生成同时包含名称和速度的标签\n", "labels = ['{}\\n{} km/h'.format(animal, speed) for animal, speed in zip(animals, speeds)]\n", "\n", "# 画饼状图,并指定标签和对应颜色\n", "ax.pie(speeds, labels=labels, colors=colors)\n", "\n", "#in matplot, figure 相当于一个大画布, 每个fugure中都可以有很多小的子图,axes(position)\n", "#so\n", "fig, ax = plt.subplots()\n", "fig.title = " ] } ], "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": "3.6.1" } }, "nbformat": 4, "nbformat_minor": 2 }