From 143fc66dd3f6c01f035448bbccf4d9b674b06777 Mon Sep 17 00:00:00 2001 From: Dhaval Patel Date: Mon, 1 Jan 2018 15:30:31 -0500 Subject: [PATCH] moved files to individual folders. added savefig tutorial --- matpltlib/10_subplots.ipynb | 86 +++++++++++ .../1_matplotlib_introduction.ipynb} | 0 .../2_matplotlib_format_strings.ipynb | 0 .../3_legends_grid_axes_labels.ipynb | 0 matpltlib/{ => 4_bar_chart}/4_bar_chart.ipynb | 0 matpltlib/{ => 5_histogram}/5_histogram.ipynb | 0 matpltlib/{ => 6_pie_chart}/6_pie_chart.ipynb | 0 .../7_save_chart/7_exercise_save_chart.PNG | Bin 0 -> 25203 bytes .../7_save_chart/7_saving_chart_to_file.ipynb | 137 ++++++++++++++++++ matpltlib/7_save_chart/piechart.png | Bin 0 -> 22567 bytes .../pandas_ts_date_range.ipynb | 36 ++++- 11 files changed, 251 insertions(+), 8 deletions(-) create mode 100644 matpltlib/10_subplots.ipynb rename matpltlib/{matplotlib_introduction.ipynb => 1_intro/1_matplotlib_introduction.ipynb} (100%) rename matpltlib/{ => 2_format_strings}/2_matplotlib_format_strings.ipynb (100%) rename matpltlib/{ => 3_legends_grid_axes_labels}/3_legends_grid_axes_labels.ipynb (100%) rename matpltlib/{ => 4_bar_chart}/4_bar_chart.ipynb (100%) rename matpltlib/{ => 5_histogram}/5_histogram.ipynb (100%) rename matpltlib/{ => 6_pie_chart}/6_pie_chart.ipynb (100%) create mode 100644 matpltlib/7_save_chart/7_exercise_save_chart.PNG create mode 100644 matpltlib/7_save_chart/7_saving_chart_to_file.ipynb create mode 100644 matpltlib/7_save_chart/piechart.png diff --git a/matpltlib/10_subplots.ipynb b/matpltlib/10_subplots.ipynb new file mode 100644 index 00000000..d6d2accb --- /dev/null +++ b/matpltlib/10_subplots.ipynb @@ -0,0 +1,86 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "

Matplotlib Tutorial: Subplots

" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "year=[2014,2015,2016,2017]\n", + "income=[4000,4500,5300,4600]\n", + "expense=[2800,3000,2800,3400]\n", + "\n", + "plt.subplot(2,1,1)\n", + "# income.set_title('Income')\n", + "plt.bar(year,income)\n", + "\n", + "\n", + "# plt.subplot(2,1,2)\n", + "# plt.bar(year,expense,color='green')" + ] + } + ], + "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": "3.6.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/matpltlib/matplotlib_introduction.ipynb b/matpltlib/1_intro/1_matplotlib_introduction.ipynb similarity index 100% rename from matpltlib/matplotlib_introduction.ipynb rename to matpltlib/1_intro/1_matplotlib_introduction.ipynb diff --git a/matpltlib/2_matplotlib_format_strings.ipynb b/matpltlib/2_format_strings/2_matplotlib_format_strings.ipynb similarity index 100% rename from matpltlib/2_matplotlib_format_strings.ipynb rename to matpltlib/2_format_strings/2_matplotlib_format_strings.ipynb diff --git a/matpltlib/3_legends_grid_axes_labels.ipynb b/matpltlib/3_legends_grid_axes_labels/3_legends_grid_axes_labels.ipynb similarity index 100% rename from matpltlib/3_legends_grid_axes_labels.ipynb rename to matpltlib/3_legends_grid_axes_labels/3_legends_grid_axes_labels.ipynb diff --git a/matpltlib/4_bar_chart.ipynb b/matpltlib/4_bar_chart/4_bar_chart.ipynb similarity index 100% rename from matpltlib/4_bar_chart.ipynb rename to matpltlib/4_bar_chart/4_bar_chart.ipynb diff --git a/matpltlib/5_histogram.ipynb b/matpltlib/5_histogram/5_histogram.ipynb similarity index 100% rename from matpltlib/5_histogram.ipynb rename 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true + }, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "exp_vals = [1400,600,300,410,250]\n", + "exp_labels = [\"Home Rent\",\"Food\",\"Phone/Internet Bill\",\"Car \",\"Other Utilities\"]" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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Jk/MjV18w3B14ABWriNgxGN3/NevkfLkClwMTbYcQkZz2GV8wPM92CEmenD4s7AuGRwER\noKftLCKS83YC46MlxTttB5Guy/WR682oWEUkPQwEbky4lWSEnB25+oLhTwD/sZ1DRKQJB5gZLSle\najuIdE1Olmt8EtMbQMuLxIqI2FMGnBAtKa6zHUQ6L1cPC1+BilVE0lMA+L7tENI1OTdy9QXDPmAN\nOtcqIulrHzAhWlL8nu0g0jm5OHK9BRWriKS3ItwJl5Khcmrk6guGi4HHbecQEWmnT0RLip+0HUI6\nLmfK1RcM9wBWA2NsZxERaaf1uEsjVtkOIh2TS4eFr0DFKiKZ5RjgR7ZDSMflxMjVFwyPxh216lyr\niGSaSmBMtKT4fdtBpP1yZeSqSUwikql6AlfaDiEdk/UjV18wfAbwP9s5RES6QKPXDJMLI9erbQcQ\nEekijV4zTFaPXH3B8Exgke0cIiJJoNFrBsn2ketPbAcQEUkSjV4zSNaOXH3B8DTgVds5RESSSKPX\nDJHNI1eNWkUk22j0miGycuTqC4Yn4d62ydjOIiKSZFW4o9cttoNI67J15PpjVKwikp16oNFr2su6\nkasvGD4GeBPIt51FRCRFNHpNc9k4cg2iYhWR7KbRa5rLqpGrLxg+GlgHdLOdRUQkxTR6TWPZNnK9\nHBWriOQGjV7TWNaMXH3B8BAgihboF5HcUQWMiJYU77QdRA6VTSPXS1Gxikhu6QF81XYIaS4rytUX\nDPcHLradQ0TEgq/bDiDNZUW54v7m1sd2CBERCyb7guFTbIeQQ2VLuV5gO4CIiEUavaaZjJ/Q5AuG\npwLLbecQEbFoHzAsWlK8z3YQcWXDyFWjVhHJdUXAubZDyEEZXa6+YLgbcJ7tHCIiaeAbtgPIQRld\nrsBZwEDbIURE0sApvmB4ou0Q4sr0cr3QdgARkTSi0WuayNgJTb5g+ChgI1qkX0Sk0Q7gqGhJcY3t\nILkuk0euX0PFKiLS1CDgM7ZDSGaXq2YJi4g0p2te00BGHhb2BcMzgUW2c4iIpKEG3FvRbbQdJJdl\n6sj1y7YDiIikqTw02dO6jCtXXzCcB5xtO4eISBr7mu0AuS7jyhWYAQy1HUJEJI35dM2rXZlYrp+1\nHUBEJAN8wnaAXJaJ5apDwiIiialcLcqo2cK+YPh44HXbOUREMkANMFB3yrEj00auOiQsItI+3YAz\nbIfIVZlWrjokLCLSfjo0bEnGlKsvGD4amGQ7h4hIBlG5WpIx5Qp8xHYAEZEMM9IXDGtQYoHKVUQk\nu2n0akFGlKsvGDboxLyISGecaTtALsqIcgWmAoNthxARyUAzfcFwH9shck2mlKsOCYuIdE4h8GHb\nIXKNylVEJPvpvKvH0r5cfcFwd2Cm7RwiIhlM5eqxtC9XYBrQw3YIEZEMNsIXDE+2HSKXZEK5zrAd\nQEQkC5xqO0AuyYRyPcV2ABGRLDDNdoBconIVEckNJ9gOkEvS+pZzvmB4BLDJdg4RkSxQDfSJlhTX\n2g6SC9J95KpRq4hIcnRHNz/xjMpVRCR36NCwR9K9XE+2HUBEJIuoXD2StuUaX6x/iu0cIiJZRDOG\nPZK25QqMBrTYtIhI8kzxBcP5tkPkgnQu1+NsBxARyTI9Ab/tELkgncu1Avgf8L7tICIiWUTnXT2Q\n1te5NvIFwwOByYd9TQKOsJlLRCQD3RwtKf6h7RDZLiPKtTW+YPgo3JJtWroTgd42c4mIpLEnoyXF\nuktOimV0ubYkPst4NM1HuROAbhajiYikg3XRkuKxtkNkO3vlGuo3HpgNvAG8QSi2N5W78wXDBcBY\nmh9ePgbQ7DkRyRV1QM9oSXGd7SDZzGa5fh+4pckz79BYtAe/IoRiVamM4QuGe+DOnmsc4TaW7kjA\npHLfIiKWjI2WFK+zHSKbFVjc94TD/n1k/OvMJs/VE+r3Ns1L9y1CsaT81hUtKa4Clse/DvAFw31o\nfj53MnBkMvYrImLRsYDKNYVsjlyfBU7v5LtrgDdxi3Y1B0v3bUKxlH5DvmB4EM1HuZOB/qncr4hI\nEn0vWlJ8u+0Q2cxmuW4Bhib5U/cDEQ4f6YZi7yV5P83EZy4fPsqdCPRK9b5FRDrolmhJ8Q9sh8hm\ndso11K8fsNvDPe7m0BHuG0AZodjOVO60lZnLk4HxaOayiNjzeLSk+FO2Q2QzW+V6MvCS9ztuZiuH\nFq5bwN7MXB7HoZcKaeayiHhlebSkWCs1pZCtcv0KcJ/3O24XB9iE/ZnLTb9GpnK/IpJztkRLiofb\nDpHNbJXrZcCvvN9xl9QD62k+iSppM5db4wuG++KObg+fRKWZyyLSGXVA92hJcYPtINnKVrn+CrjM\n+x2nRNOZy02/Nng4c/nw1ag0c1lEEjkyWlK8zXaIbGWrXP8MfNX7HXtKM5dFJJ1NiZYUr7IdIlvZ\nKtengI96v+O0sItDDyuvxruZy2NoPolKM5dFctPHoiXF/7UdIlvZKtcVwBTvd5zWDp+57Bav9zOX\nm665nM73+xWRrpkXLSn+s+0Q2cpWub6PJuO0h8PBNZebjna9mrk8keaTqDRzWSQ7XBktKb7Rdohs\n5X25hvrl4U4C0vWcndd05nLTr7Uezlw+fBKVflkSySy/jJYU/9h2iGxlo1yH4B4CleTTzGURaa/b\noiXF37cdIlvZuCuORjip0w0IxL+a2k+o3xqar0SVtJnL0ZLiHcDz8a8DfMHwCJpPotLMZRH7imwH\nyGYq19zQG5ge/zoo1O/wmcuNay5/kKwdR0uK3wXeBZ5sfM4XDOfR+prLhcnat4i0SeWaQirX3HYE\nMDP+dZA74ezQUa470t2XjJ3GV4VZH//6d+PzvmC4EBiLZi6LeEHlmkIqV2nJ0PjXh5s85xDq1zhz\n+fA1l6uTsdNoSXEtsCb+9ffG533BcE+ar7k8Cc1cFukKlWsKqVylvQwwKv5V3OT5ekL91tH88HLS\nZi5HS4orgdfjXwe0MnN5MjAkGfsVyXIq1xSyMVv498BF3u5ULKim+czl1Xgzc3kwzSdRaeayyKHW\nRkuKx9kOka1sjFxt7FO81x04Lv7V1OEzlxvP525O1o6jJcXbgefiXwccNnO58cuPZi5LbtKypylk\no+g0MSW3tTZz+QMOHlpu/KdmLoukjn4Wp5CNw8K5cEccSZ6mM5ebrrmclJnLrYnPXD58zeVJaOay\nZI/3oiXFI2yHyFY2yvUvwHne7lSyTNM1l1Myc7k1rcxcnlzgMCiV+xVJgffX3VA8xnaIbGXjsLDW\nFJauSjRz+fBJVG8RitUnY8ctzVyOTPCbLUeevLB8/JdGOHmFo5OxHxEPdLcdIJupXCWb5OOeKx0P\nnNPk+WpC/VpaczmajJnL/vKIwwR/jyO3LRvx5tgvLtwy7NQTMKZPVz9XJMWS8guntEwTmiQXtDZz\neV985vKh1+h2bubyG3lOw3T/W3+bMyYa3rbiuPkr9/cefhrGmK5FF0kZlWsKaeQquawIOCn+ddCh\nM5cbv14kFKtt47PeaHzQvSY25ORXrx/ywRETysomfTO/vqDHxKQnF+k6lWsKaeQq0twAYFb8C+At\n3Dv5tOWNw58YsKs8MHvxZQ0bfMWLo6M+NgGTp0lPkk4abAfIZjaKTiNXyTQ/b8eEqGblCmBw8sZE\nH585a8kVhf13vbUQx0npzexFOkAj1xRSuYq07U3g/kQb+csjm4Fdrb1eWFfZ74SVt8yZ/toN0cKa\nvcuTGVCkk/bYDpDNbJSrDgtLJrm2A5fxrE60QZ99m46dtTR4/Li3HnjJNNS/28VsIl3R6i+D0nUa\nuYq0LgI80NYGgdJA05sBtHhouCUjNi86ZfbiSwcO2fba8zhOZWcDinSByjWFbJRrlYV9inTGtYRi\nrU76CJQGDHBLk6faXa4A+Q21PSevuftDM14O7exZuf2lzoYU6SSVawrZKFf9D5VMcMgN21vxaeCL\ngdJA46z7DpVro55VO0bMeDl0yuQ3/vB6Xn3Nus58hkgn6GdxCtko16Td5UQkha5px6g1hHvbrsZ7\nYnaqXBsN2bHihNmLL/WNePf5F3CcWFc+S6QdVK4ppJGrSHNvAA8l2OZsYEr88WQAf3lkJ+5dfDot\nz2koGLfuodkzl/6ots+ejYtwHF2LKKmin8UppJGrSHPXtLXmcJNRa6PJTR53afTaqFvt3kHTX79x\n1vErbi4vqKsoS8ZnihxG5ZpCKleRQ60C/plgm3OAQJN/T3q5Njoitm7irMWXTx7z9qNLcBq2JfOz\nJeepXFNI5SpyqESj1jwOHbVCCssVwIDxvfPUabMXX9ZzwM7VC3GcmmTvQ3KSyjWFVK4iB60AHkmw\nzeeBSYc9d0ygNNAj/jjp5dqooL66z9SyO+actOwX73Wr3v1qqvYjOUPlmkKa0CRyUKgdo9aftfBS\nHgcX9l8DdPkesW0pqtgyeuaLPzlxQvl9y0xD3cZU7kuy2nbbAbKZRq4irtcJxf6dYJtzAX8rrzXO\nGN4LvJPMYK0Z/v5L0+csunTo0Pdffh7H2e/FPiVrbJ2/YG6F7RDZzFa5pvQ3e5FOCLX1YnzU+tM2\nNknpedfW5Dl13SeW//lDp7509Z5e+99f6tV+JeOttx0g23lfru4i6Hs9369I614lFHsswTZfAia0\n8XrT87CelWujHtW7hp2y7OenTln1u1V59dVver1/yThv2w6Q7WzdoUaHhiWdhNp6MVAayKftUStY\nGrkebuAHa46bs+jSsSPfefoFHEd/z6Q1KtcUU7lKrnuFUCycYJsvc3CJw9aMDJQG+sQfWytXcG/Q\nfuzb/5o9a8mVpl9s/Qs4jm6KLYdTuaaYrXKNWtqvyOFCbb0YH7Ve3c7Pahy9RgDrhVZYt/+Iact/\nO/vE13+1vrB23wrbeZLh2VX/4Lq/X8gv/v517vnfddTWtXzJ7/K3F/Ld35/Bxu3uEfL177/B9Q99\ngxsf/g7bY+8BUFG9j9vDV+I4OTkFROdcU8xWub5lab8iTb1EKPZEgm2+Aoxt5+c1zhiuBtLm7jZ9\n924cN2vJlVOPXfePpTj1W2zn6azd+7ez8I1HuOKzd/KTL/yJBqeB19Y/22y7qpoKni97BN+QgxO7\nn135EN/4aIhPnXQhi9Y8CsCTr9/Hx47/MsYYz76HNKKRa4qpXCWXhdp6MX4rufaOWiFNzru2ZuS7\nz506Z9Fl/QZtX7kQx6m2nacz6hvqqa2rpr6hnpq6Kvr1GtRsm8eX3cOHp55LQX63A8/l5xVQW1dN\nbV01+XkFbI9tZvf+HYwdPqXZ+3NAJZCxv2RlClvlqtmMYtuLhGJPJdjmq8AxHfjMtC5XgPyGml7H\nrb5rzimvXLu1e9XOV2zn6Yj+vQdzxpTPc/Vfv8RP7vs8PbsV4T/6xEO22bRjLbv2bycwasYhz3/0\n+C9x/ws38VzZP5k96TM8tuxPfHL6BV7GTyfR+Qvm5uSxcC8VJN4kJTRyFdtaWmnpgPio9aoOfmbT\ncl3d4UQe6lW5beRpL/105NYh015dM+GrA5y8wjG2MyVSUb2XsuhSrvnyX+nVrYg//e8aXnnraU4a\n9xEAGpwG/rn0Tr56+hXN3jti0LFcdvbtAKzbvIp+vQbiOA53P/1z8vPyOXvGt+nba4Cn349FOiTs\nATsj11BsB5oxLPYsIRR7OsE25wMdLZwhgdLA4PjjtBy5Hu7Iba+dOGfRJUcP37xoIY6zx3aetpS/\n+zoD+wylT8/+5OcXMGX0LDZsXXPg9eqaCrbs2sAtj17CT//6ZaLb1vD7J68+MKkJwHEcnlz+Fz4x\n7as88dp9nHniPKaP/TDPv5FoSemsoslMHrA1cgV39HqKxf1L7ko0ai2k46PWRpOB54C1QDXQvZOf\n45k8p6FwwlsPzBkdfWLbyuO+U7av91GnpuMsnwFFQ9iwLUJNbRWFBd15873XGTl4/IHXe3Yv4oZ5\nB0vy5kcv4ewZ32JUk21efuspJo08mV7d+1BTV4UxBmPyqK3LyFPQnZUVM8fTna1zrqBDw2LHIkKx\nZxJscwEwqpOfPwnAXx6pI8PmFnSviQ056dVfnjZ15a1r8uuq1iR+h7d8R/o5fvRsbnj421z/0Ddw\nHIfT/MU8vuweVkUTr/xYU1vFy2/9l9kTPw3A3OM+xx+fvoZHX/kjMyd+KtXx04nuqOQBY+0ar1C/\nHwO/sLNzyWFzCcWea+3FQGmgG+6oc2QnP//3ZfPKvg0QmeD/K+4CFBnHAWeD78zF0VGfmIDJG5z4\nHZIhKoC+8xfMtX4ddrbTyFW6wwiWAAAgAElEQVRyyfNtFWvchXS+WCEDZgy3hwEzJvqfWbMWX9Ht\niF1vLsRx6mxnkqRYqWL1hspVckmic63dgB93cR9WF/BPtsL6yn7Hr7x1zvTXSjYW1ux53XYe6TId\nEvaIzXJdi249J955llDshQTbfAM4uov76R8oDYyIP874cm3UZ9+7x8xa+qMTxr31wMumof5d23mk\n016zHSBX2CvXUKwS2GRt/5JrEo1au9P1UWujxkPDUSCrbmI+YvOik2cvvmTQkK2vLsRxKm3nkQ7T\nyNUjNkeuAGk3I1Gy0v8IxRYn2OabwFFJ2l/jGsMOWfhnPL+hrsfkyD1zZrz8sw96Vmx70XYeabf9\nuDeVEA/YLlf9xRQvJBq19gB+lMT9ZcWkpkR6Vu08asYr18wIvPH75Xn1NWtt55GEVsxfMLfBdohc\nYbtcl1jev2S//xKKJboI8iJgeBL3mRPl2mjwjlXHz1l0yZgR7z77Ao6z23YeaZUOCXvIdrm+BGiK\nv6RSolFrTyCY5H36A6WBxhWOsr5cAQxO/rh1/5w9c2mwvs+e6CIcRyOk9KNy9ZDdcg3F9gMrrWaQ\nbPYkodhLCbb5FjAsyfvtxcF1iXOiXBt1q903cPrrv5p1wvLfvllQW1FmO48cQkcKPWR75AqQaKKJ\nSGclGrX2Ivmj1kaNk5o2k4M3qei/523/7CWXB45Z/6+lOA3v284jROcvmLvBdohckg7lqt+mJBX+\nQyiW6H6lFwNHpmj/GXP7uVQatenpU2cvvqxowM7VC3GcGtt5clii9bQlyVSukq1Cbb0YH7U2v/Fn\n8uTUpKa2FNRXF00tu2POycuu29y9evcy23ly1LO2A+Qa++Uaim0GdLhCkulxQrFEP8TnA0NSmEHl\nepjeFe/7TnvxJ9P9kT8vMw11Udt5cozK1WP2y9Wl0askU6Jzrb2By1OcYXz8vrCgcj3EsK0vT5+z\n6JLhQ7e8tBDH2Wc7Tw5YM3/BXJ339pjKVbLNvwnFEi0w/10g1bdRKwTGxR/n7DnX1uQ59d0mvnnf\nnFNfumpfr/1b9Pc/tZ5M1gcZY0YYY/5tjFlrjFlvjLnFGNMt/tpUY8yZTbYNGWMuS+K+nzfGnNjk\n333GmDda2fdZxpjg4TmMMdcaYz4cf/wDY0yvJu/5jzGmf7Lypku55tyM4U2xBk4v3Y//d/uYdMc+\nbnmpGoAPKh0+ct9+xt62j4/ct59dlc3vbbBxdwPT7trH1AXuexe86s4Tqa5z+Phf9jP5jn3csezg\n3JGLHqtk+ZacuMuUQ+JzrUWkftTaqHHG8E5AI4cW9KjePfSUZdedNmXl7avy6qvLbefJUk8k40OM\nMQZ4GPiX4zhjcX95LOLgfbmnAme28vbO7C+/A5sfsm/HcR51HKfk8I0cx/mp4zj/i//rD3Avm2t8\n7UwniYugpEu5rgZyamWXgjz4zUd7EJlfxEtf783vltWyZns9JYurOWN0AWu/V8QZowsoWVzd7L3D\n+hiWXtibFd8u4uVv9KZkcTWb9zbw1Po6pg3LZ9XFvbnrNbdcV75fT4MDxw/ryJ/TjPUvQrEVCbb5\nHjDQizDovGu7DdwVOW7OokvHjdr41CKchp2282SR/cCiJH3WXKDKcZx7ABzHqQd+CFxojOkLXAuc\na4xZYYw5N/6eifER59vGmO83fpAx5ivGmFfi2/6+sUiNMfvio8uXgRntCRUfOR+yb2PM+caY21vY\n9l5jzOfiWYYDzxljnou/FjXGDGotX/zrXmPMG8aYMmPMD9vKlR7lGoo5QKIl6rLKsD55nBAvvD7d\nDf7Beby3x+Hfb9Yxb4p7qm7elEL+9WbzBay65Ru6F7gLAFXXOTTEB7eFeVBZB3VN1sa5+rlqrj29\ne2q/mfTQnlFrHyBph6naIavu7ZpqBifvmA2Pzpq15Mr8frvXLcT94S1d89z8BXOb/4beOZM47JZ1\njuPsAd4BfMBPgQcdx5nqOM6D8U0mAB8DTgJ+ZowpNMb4gXOB0xzHmQrUA+fFt+8NvOE4zsmO47Tr\niKbjXuLV0r7bes+twGbgdMdxTm/6Whv5pgJHOY4z2XGcAHBPW/soaE94jzxJEg8pZJLo7gaWb6nn\n5BH5bN3XwLA+7u88w/rksW1/y6vIbYo1UPy3CtZ90MCvPtKD4X3yGNLbcN+qWk7+436uOK07j75Z\ny7Rh+Qzvkx6/Q6XYw4RiqxJs831ggBdh4jRy7YTCuor+01bcNGdPn5FrVwbm76/tVjTVdqYMlpRD\nwnGGlu/B3drzAGHHcaqBamPMNtzrys8ApgHL3CPN9AS2xbevB/7Zyme1tI9U3BO8tXyPAWOMMbcB\nYeC/bX1IOv3UfYQcvHn6vhqHc/5ewc0f70Hf7ibxG+KO7pfHqouLWPf9IkpX1rB1XwMFeYa/ndOL\n5d8q4vMTC7j5pRouPbUblzxVxef+XsGjb9am8DuxygGuaWuDQGmgL3CpN3EOOCZ+xx1QuXZY373v\njJ219MqpY9c+9CJO/WbbeTKQg1sIybIaOLHpE/HDwUcD61t5T9NRcz3ugM4ApfFR5lTHccY7jhOK\nb1PltH7EYidwRJN/HwDs6Ni30C4t5nMcZxcwBXge91K+P7b1IelTrqHYu+TYwtK19W6xnhco5LN+\n91DwkUV5bNnrjla37G1gSO+2/xcN75PHpCH5LHrn0D+PdyyrYd6UQl7cVE+3fHjwcz257oVkHR1K\nO/8gFEu0ju3/cehfTC/kARPjj1eTg788JsPR7z0/Y86iy/oP3r7ieRynynaeDLJ0/oK5m5L4ec8A\nvYwxX4MDE45+A9zrOE4FsBfo087P+ZwxZkj8cwYYY0a1433PA1+JT6wCmAc8F3/c3n031dp7WswX\nPx+b5zjOP4GrgRPa+vD0KVfXI7YDeMVxHL7+aBX+QflcMuPgOdGzxhVQutIdYZaurOXT45sfuX93\nTwOVte7P6V2VDkveqWf8wIP/K3dVOjy+to6vTSmkotYhz4AxUJWd9x9qIPGotR9wiTdxmmmcMbwP\n2GgpQ8bLb6jpFVj9hw+d8so123tU7njZdp4M8UAyP8xxHAc4G/i8MWYt8BZQBfw4vslzuBOYmk5o\naulz1gBXAf81xqwCnqZ9N8+4C7cQVxpjVuLOVP51R/bdwuc90TihqR35jgKeN8asAO4lwT2gjfvf\nK02E+o0HcmI6/uJ36ph1TwWBIXnkxX8Pu/6M7px8VD5f+Ecl78QcRvYzPPT5XgzoaXh1cz0LXq3h\nj2f15On1dVz63yqMAceB757UjYumdTvw2T98sorPTChgjq+AqjqHs+6v4L29Dt+e1o3vndytlUQZ\n60FCsS+2tUGgNBAiwcISKfSrsnllVwBEJvgfAz5pKUdW2Tr4hNfW+L92hJNXOCbx1jmpHjhq/oK5\nW20HyVXpVa4AoX5rAL/tGJIRGoDJhGKR1jYIlAb6A1Ggn1ehDvNE2byyMwEiE/y/JHV34ck5DSav\n9q1jv7B08/CZx+Oe+5OD/jd/wdyP2A6Ry9LtsDDk0KFh6bIH2yrWuEuwV6ygu+OkTJ7TUDhh7QNz\nTnvxx9VFezctJu1GClYl9ZCwdJzKVTJVA+6F460KlAaOwJ3IZNPR8ZnKoBnDKdG9Zs/gk14rmXn8\nylvW5NdV6hcYqMFdSUksSr9yDcVeBZI5w02y0/2EYonOz18KpMPhwsbRawT3XJikwBG7106avfiy\niaM3PL4Yp2G77TwW/Xf+grm7bIfIdelXrq5/2Q4gaa2exKPWgbiLRqSDSQD+8kg1sM5ylqxmwIze\n+MTM2Ysv737EB+ULcZysvbi7DffbDiDpW646pCFt+Ruh2FsJtrmUjl/3lipaqcljBfVVfY9fdduc\nk169flO36thrid+RNSqAf9sOIelbrotIzcobkvnaM2odhLtAf7pQuVpStH/zmJkv/nja+Df/9opp\nqM+F003h+Qvm7rcdQtK1XEOxepK7bJdkj/sIxRIdWr0M9wLzdKFyteyoLUtOmr34ksFHbl32PO5q\nQtmqzcXkxTvpWa6uv9gOIGmnDvh5WxsESgODcW+Gnk6GxHOBytWa/Ia6HpMi935oxss/3d2zYuuL\ntvOkwDqSeGN06Zp0LtfncJfXEmn0Z0KxtxNscznubavSTePodS2HLmYuHutZ9cHwGa9cOyNQtmBF\nXn1NNv2MuXP+grm61jdNpG+5uvd4/b3tGJI2aoHr2togUBoYgnu3inTUuMZwPfCm5SwCDN5ZNnXO\nokuOOXrTMy/gOLtt5+miCuBu2yHkoPQtV9e9uAtDi5QSim1IsM2VQC8vwnSCzrumIYOTP3b9w7Nn\nLr2yoe+eDYtwnJZvoJz+/jp/wdxM/wUhq6R3uYZiHwB/tx1DrGvPqHUocLE3cTpF5ZrGutXuH3Di\n67+edcLy37xVULt/le08nfA72wHkUOldrq4FtgOIdfcQiiW6XduVQE8vwnTSpCaPVa5pqv+eDRNm\nL7niuGPWP7IEp+F923naafH8BXNX2g4hh0r/cg3FXgT0Byd31QC/aGuDQGlgGPBtb+J0Wr9AaWBE\n/LHKNc2N2vS/02Yvvqxo4I6yhThOje08CWjUmobSv1xdmtiUu+4mFHsnwTZBoIcXYbqo8dBwFNhn\nMYe0Q0F9ddGUNxbMOXnZz7d0r9q1zHaeVmwB/mk7hDSXKeX6F/TDKBfVANe3tUGgNDAcuMibOF3W\nOGPYAdZYziLt1Lti66jTXrpquj9Susw01CWaVOe1u+YvmJuL6yenvcwo11BsL/BX2zHEc38kFEu0\nZN2PyIxRK2hSU0YbtvWV6XMWXXLUsC1LF+I4e23nwf3l8y7bIaRlmVGuLk1syi3VJB61jgC+6U2c\npFC5Zrg8p76b/82/zjn1xasqeu/fvMTyDdrvmb9g7maL+5c2ZE65hmIrgJdsxxDP/IFQ7L0E2/wI\n6O5FmCTxB0oDjX/nVK4ZrEfN7iNPXvaL06as+t0b+fXVEQsREp4yEbsyp1xdd9oOIJ6oIvGo9Wjg\nG97ESZpewJj449U2g0hyDNwVCcxedOn4URufXITT4OWdvO6Zv2Buool+YlGmlesDwLu2Q0jK/Z5Q\nbEuCbX4MdPMiTJI1TmraDHxgOYskgcHJO2bDY7NmLbmisP/utS/gOHUp3qVGrRkgs8o1FKsBbrQd\nQ1KqEihpa4NAaWAkcKE3cZKu6XlXjV6zSGFdZb8TVtw8+8TXbthQWLN3eQp3dbdGrekvs8rV9Qdg\nq+0QkjILCMUSrYzzEzJz1ApaqSnr9d23aeyspcHjx6198EXTUJ9o3kBHadSaITKvXEOxKuDXtmNI\nSlQAN7S1QaA04AMu8CRNamjGcI4Y8d4LM2YvvnTA4G3LF+I4yboByd3zF8xNdHmapIHMK1fXnYCX\nkwfEG3cSiiU6KnEVUOhFmBQZHygNNOZXuWa5/IbanoE1f5xzyiuhHT0qt3f1ageNWjNIZpZrKLYf\nuMl2DEmqChKcTw+UBsYA87yJkzKFwLj4Y5VrjuhVuWPEqS+HTpm8+o+v59XXru/kx2jUmkEys1xd\ntwE7bYeQpPkdodi2BNtcBRR4ESbFGmcMf4C7NqwVP9myhZnr1nLWhrcPPHfrju18ZsMGzo5u4Bub\n3mFbXcsr6/1m+zbO2vA2Z214myf27Dnw/OWbN/OZDRu4afv2A8/duWMHz+xNhwWN7BuyffkJsxdf\nMuqo9xa+gOPEOvBWjVozTOaWq7skYpvn5yRj7Ad+1dYGgdLAMcBXvYmTcmlx3vXsfv24a8TRhzx3\n4RED+Nfo0TziG82coiLu2NH899eF+/axpqqKh32jeWCUj7s/+IB99fW8WeWeVvzX6NG8VlnB3vp6\nttfVUVZVyRl9+njyPWWCPKehYPzav88+bemPavrsfae9N2i/XaPWzJK55eq6HYu/+UvS3E4otj3B\nNleTHaNWSJNyPbFXL/rlH/ojoCg//8DjygYH08L71tVUM71XLwqMoVdeHuN7dGfR/v0UGEO100CD\n41DrOOQZw207tvPdQYNT/J1kpu61ewdPf+2GWcevuLk8v66yrT8H24FrvcolyZHZ5RqKVQLX2Y4h\nXbKPxKPWscBXvInjibS+1vXm7duZu34dj++J8b1Bg5q9PqF7Dxbt209lQwO76up4paKC9+tqOaZ7\nd4YVFnLOxigf79OHd2pqcICJPTLlvgp2HBFbN3H24ssmjXn7sSU4DS2dGvnp/AVzO3IIWdJAwnI1\nxtQbY1Y0+fJ1dafGmOeNMSd29XPi/oB7f0zJTLcRiiU6d341kJ9gm0wyJlAa6Bl/nHaTmn4weDDP\nHnMsn+zbj7/u3tXs9dN692ZWUW++/M5GLtuymSk9elJg3DHuj4YcySO+0VwwYCC37djO9wYNYsHO\nHfxw83s8tHu3199KxjBgfO88edrsxZf3GPBBZCGO03iyuwz3Z5xkmPaMXCsdx5na5Cua6lAdEorV\nAtfYjiGdspcE1ywHSgPjgC97E8czecDE+OPVgM07q7SquG9fnm5lItK3Bw7iEd9o/nT0SABGFh66\npscze/cyqUdPKhoc1lVXc9Pwo3h0T4zKhvacXsxdBfVVfaeuun3OSa9e/2636tirwA/mL5hbbzuX\ndFynDgsbY3oYY+4xxpQZY5YbY05P8HxPY8wDxphVxpgHgZ5t7qDj7sP9DU8yy62EYonW1/0p2TVq\nbTQJwF8e2QdstJzlgGhNzYHHz+3by5huzW86VO847K53f96/WVXFm9VVnNa794HXax2Hv+zexYUD\nBlDV0ICJn7l14q9JYkX7N4+e+eKP35m/YO6ztrNI57RngkhPY8yK+OMNjuOcDcwHcBwnYIyZAPzX\nGDOujecvBiocxznOGHMc8HpSv4tQrJ5Qv+8AL0CLczAk/ewBftPWBoHSwATgS97E8dzhk5p8Xge4\nbPN7vFJRwe76ek5fv47vDhzEC/v3saGmhjwMwwsL+NmRQ92AVZU8uHs3Px86jDrH4SvvuL8PFOXl\nccOw4QcOCwPcv2sXn+7bj555eYzv3h0Hh09v2MDsot70zc/G35NSogL4oe0Q0nntKddKx3GmHvbc\nTNzrTHEcp9wYsxH3wvjWnp8N3Bp/fpUxZlWS8h8Uii0m1O/PZP4iA7niZkKx5if0DvVTMn3SXesO\nL9dPeh3g18OPavbcOf37t7jt5B49mTzUPeDUPS+Px0ePaXE7gK8NGHDgsTGmxf1IQr/wl0e0OH8G\n6+wPrtZGh22NGr04HnQ5kOgHttgXI8EKW4HSwETgXG/iWJEWl+NIWlqL1k/PeJ0t1xeA8wDih31H\nAm+28/nJwHFdSt0a91rJH6fksyWZbiIUSzR19Gdk76gV4OhAaaBv/LHKVRo5wLf85ZGahFtKWuvs\nD687gHxjTBnwIHC+4zjVbTx/J1AUPxx8BfBK16O36i5gWQo/X7pmN3BzWxsESgOTgc97E8eqxtFr\nOaAZoQLwe3955DnbIaTrEp5zdRynqIXnqoDzO/B8JfDFTiXsqFCsgVC/i3ELPJtHPpnqt4RiiS6I\n/xm5MTFtMrDUXx6pjkzwrwPG2w4kVm3EPbUlWSA7yycUew1YYDuGNLMLuKWtDQKlgeOAc7yJY53O\nu0pT34hfmiVZIDvL1fUTING9QcVbvyEU25Ngm1wZtYLKVQ76g7888j/bISR5srdc3QkzOsSSPnYS\nvxyrNYHSwBTgbG/ipIVJTR6rXHPXJuAy2yEkubK3XAFCsfuAhbZjCOCOWhPd1DNE7oxaAYYESgON\nt4xRueaub/rLI4mO6EiGye5ydX0HaPmOz+KVHcQXF2lNoDRwPPAZb+KklcZDw2uBaptBxIq7/eWR\np2yHkOTL/nINxdYA19uOkeN+TSiWaKJGyIsgaWgygL88Uo97SY7kjrXAD2yHkNTI/nJ1/RxYYjtE\njtqOe1P7VgVKA9OAs7yJk3Y0qSk3VQPn+ssjiU6VSIbKjXINxepxb1umG0p671eEYvsTbBPyIkia\nUrnmpkv95ZHltkNI6uRGuQKEYu8AF9mOkWO2Ab9ra4NAaWA6FhatTyOaMZx7/ukvj7T590IyX+6U\nK0Ao9hDwJ9sxcsgNhGIVCbYJeREkjfULlAaOjj9ebTWJeGED8HXbIST1cqtcXd9HE0e88D7umtKt\nCpQGTgbO9CZOWms8NBwFtEJP9qoFvugvjyRa/lOyQO6VqzuS+hK67CHVbiAUq0ywzTWeJEl/jTOG\nHWCN5SySOkF/eSSVNy2RNJJ75QoQiq0AgrZjZLEtJFjbOVAamAF8zJs4aU/nXbPfv/3lkd/aDiHe\nSXhXnKwVit1MqN9H0GHJVCghFKtKsE3SR63v/uld9q7YS0HfAsb+YiwAdfvq2HTnJmp31FI4qJCR\n3xlJfu/8Zu+N/jpKxfoKeo/rzagfjjr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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.axis(\"equal\")\n", + "plt.pie(exp_vals,labels=exp_labels,radius=2, autopct='%0.1f%%', explode=[0,0.1,0.1,0,0])\n", + "plt.savefig(\"piechart.jpg\", bbox_inches=\"tight\", pad_inches=1, transparent=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "

You can also save in pdf format and to a different location on your computer by specifying absolute path

" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "image/png": 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JLJs1SdyXiKSn7xCIlHdz23JgC+6Q/E7lNjf2Grvu5RPHrnuZml6D168Yd+7y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\nDwJ+A+y2pedKQ+i5BdIjuHlxIkWbjuvNvK3oQkQ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+ "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.pie(exp_vals,labels=exp_labels,radius=2, autopct='%0.1f%%', explode=[0,0.1,0.1,0,0])\n", + "plt.savefig(\"c:/code/piechart.pdf\", bbox_inches=\"tight\", pad_inches=10, transparent=True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "

Exercise

" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Using following static data for companies revenues,\n", + "\n", + "company=['GOOGL','AMZN','MSFT','FB']\n", + "\n", + "revenue=[90,136,89,27]\n", + "\n", + "1) Plot a bar chart that looks like below\n", + "\n", + "2) Save this chart as *jpg file* and then *pdf file* with *5 inch of padding*" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "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": "3.6.3" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/matpltlib/7_save_chart/piechart.png b/matpltlib/7_save_chart/piechart.png new file mode 100644 index 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