{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Bar plot demo\n", "=========\n", "This example shows you how to make a bar plot using the `psyplot.project.plot.barplot` method." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [] } ], "source": [ "import psyplot.project as psy\n", "%matplotlib inline\n", "%config InlineBackend.close_figures = False" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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WktStdDSRfT0zT5r1JCJOAI6qNiRJktQVEbEV8EugFzAmIp7KzHObHJYkSZVp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\nFeN1A94DjI2I+yJiqWd+JUmSJEkrr45mZM8ovw6juGtxV+g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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "axes = iter(psy.multiple_subplots(2, 2, n=3))\n", "for var in ['t2m', 'u', 'v']:\n", " psy.plot.barplot(\n", " 'demo.nc', # netCDF file storing the data\n", " name=var, # one plot for each variable\n", " y=[0, 1], # two bars in total\n", " z=0, x=0, # choose latitude and longitude as dimensions\n", " ylabel=\"{desc}\", # use the longname and units on the y-axis\n", " ax=next(axes),\n", " color='coolwarm', xticklabels='%B %Y',\n", " legendlabels='latitude %(y)1.2f $^\\circ$N', legend='upper left',\n", " title='equally spaced'\n", " )\n", "bars = psy.gcp(True)\n", "bars.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The default is that all bars have the same width. You can however change that by setting\n", "the `widths` keyword to `data`" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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98gWMQ5IkLaCI2BJYCzgqIs4ti7sAh1EsoihJUofQpkS2ZrVhSZK08HoT6Etx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\nyK4LHNGU6iRJkiRJaqPL+8hS3HoHYBiwEbBW48qRJEmSJKl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"text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "bars(name='u').update(widths='data', xticks='month', title='data spaced')\n", "bars.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Or you make a stacked plot" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "nbsphinx-thumbnail": { "tooltip": "Create barplots with the psy.plot.barplot plotmethod." } }, "outputs": [ { "data": { "image/png": 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g5HW/hex7VRXjkCRJbRAR2wDrAsdGxAVlcRfgSIqFECVJ6hDmm7xWrBIsSZIa\n1ztAX4r7qa9Sls0Evlu3iCRJqoEF3ipHkiQ1tsx8BngmIi7LzDfqHY8kSbVi8loDj666SVXb2/T1\nx6raniSp44iImzNzL2B0RDSVxZ2ApsxctY6hSZJUVQtNXiNibeASivu2Xgc8nZm31zowSZK0cGXi\nSmauEhE9MnNKRKyama/XOzZJkqqpcwvqXAQcQXFNzdXAGTWNSJIktVpEnMbHffTPIuLEesYjSVK1\ntSR57ZyZSTH96E3g/RrHJEmSWm9gZh4PkJnfAP67zvFIklRVLUle34mIQ4FlI2IvYFKNY5IkSa03\nMyKWAoiIbrSsj5ckqd1oScd2KLAORdK6NXBYTSOSJEltcSnFqsO/A/5BsV6FJEkdRktWG/55Zh5Q\n80gkSVKbZeYVEfFHYE3gpcycWO+YJEmqppYkrz0iYl3geYqbnpOZM2salSRJapWI2AC4EugHvBER\ngzLziTqHJUlS1bRk2nAAdwIvA+OAsbUMSJIktcmFwGGZ2Rc4hOJuAZIkdRgLHXnNzPUWRyCSJGmR\ndM7MJwEy8x8RMb3eAUmSVE0LTV4j4v+ApsqyzNyxZhFJkqS2+CgidgP+CmwLTKtzPJIkVVVLrnk9\npvzdCdgY2KB24UiSpDY6FPgxcC7wHHB4fcORJKm6WjJt+NmKp89ExN01jEeSJLVC871dgTeA/ShO\nNjfNfw9JktqnlkwbHlTxdBWgV+3CkSRJrZQUyWpl0tr8+L/qFZQkSdXWkmnDa1Y8ngp8s0axSJKk\nVsrMyn6aiFgReCczHX2VJHUoLUleP8jMc5qfRMRZwCm1C0mSJLVWRGwL/ALoAoyIiHGZeUWdw5Ik\nqWrmm7yW04UPAdaPiF3K4s5AD0xeJUlqNGdRrDL8O+Bs4EFgiUxez9n5MgBuvXKjOkfS/uwxaHS9\nQ5Ck+eq8gG3XUSSvt5a/DwEOALZcDHFJkqTWmZmZbwNNmTkVmFzvgCRJqqb5Jq+ZOTUzXwQGAysC\nfYBVgd0WU2ySJKnlXoyIc4CVIuJ7wLh6ByRJUjW15JrXm4HlgL5l/deBEbUMSpIktdoRwGHAA8AU\nvM+r2uCkOwbXO4QO4rF6ByB1SAuaNtxsxczcAXgE2AhYaiH1JUnS4jcCeAUYmpk/z8wP6x2QJEnV\n1JLk9aPyd4/M/ADoVsN4JElS2/wvsCvwREScHhFr1DsgSZKqqSXThv8QEacAz0RE81QkSZLUQDLz\nMeCxiFiXoY9jAAAgAElEQVQBuAR4Aehe36gkSaqeliSv/wAeyMyZETEKyBrHJEmSWikitgEOBr5A\nMYX4hLoGJElSlbUkeT0rM7cFyMwnahyPJElqm2OAy4HDMrOp3sFIklRtLUleZ0bECIoR15kAmXla\nTaOSJEmtkplfB4iIk4Bz6hyO2qlNX3eVXEmNqyXJ67U1j0KSJFXLVzB5lSR1QC1ZbfgqYAawGvA8\ncGstA5IkSYukU70DkCSpFlqSvF4CrEWx/P6KOBIrSVIj+2q9A5AkqRZaMm34M5k5OCLuzcw/RMR3\nax6VJElqkYh4GahcoOmjiOgGTMvMdeoUliRJVdeSkdduEbEi0BQRPSgXbZIkSQ1hbWBd4F5gn8wM\n4OvAA3WNSpKkKmvJyOtpwCNAH+BR4PiaRiRJbbTHoNFVbe+kOwZXtT1X8VQtZOY0gIj4VGY+WpY9\nERFR38gkSaquhSavmXlPRKwNrA686r3jJElqSO9GxJkUJ5q3BMbWNxxJkqproclrRAwEfgK8DywT\nEd/KzHtqHtliUu2RGoCTqt6iJEkLtR9wMLAL8E/glLpGI0lSlbXkmtfTgS0zc0NgW+DcmkYkSZLa\n4gPg78ANwJPAVvUNR5Kk6mrJNa8TM3M8QGa+ERHv1TgmSZLUer8DVgZepbjXaxNwf10jkiSpilqS\nvE6KiFHAfcAmFFOHzwDIzNNqGJskSWq5vpm5Zb2DkCSpVlqSvI6qeHxnrQKRJEmLZExErJqZr9c7\nEEmSaqElyetNwDbA0s0FmXlLzSKSJEltsQ3wSkS8VT5vysxV6xmQJEnV1JLk9f+AF4B3y+dNgMmr\nJEkNJDM/U+8YJEmqpZYkr+9l5gE1j0SSJLVaRJySmWdFxPUUJ5hnycx929Beb+A3QC9gKeC4zHy4\nKsFKkrQIWjTyGhGHAc81F2TmQ7ULSZIktcLI8velVWrvOODuzPxpRARwPbBRldqWJKnNWpK8bgH0\nZPZpwyavkiQ1gMx8snx4AcXCir/LzMcXocmfANPKx12BqYvQliRJVdOS5LV3Zn655pFIkqRFsQXw\nZeCwiPg58EhmHregHSLiUODYOYoPycy/R0RfiunDx9QkWkmSWqklyetTEbEX8ATltTSZ+a+aRiVJ\nklqrR/nTBegO9FnYDpl5BXDFnOURsQFwA3BCZv6lynFKktQmLUleNyl/mjUB29YmHEmS1EZvAU8D\nJ2fm4LY2EhHrAiOAvSumJEuSVHcLTV4zc5uIWA7oD7ycmR/UPixJktRK/YCdgP0j4hjg8cw8qQ3t\nnENxb/efFes1MSkzB1YvTEmS2mahyWtEfA34AcU0pBER8WFmnrOQfboBVwIDKKYunQW8RrEi4gtl\ntUsy88aI+D7wVWA6cExmPtrG9yJJ0pLsTYo+di2KE84D2tKIiaokqVG1ZNrwd4DNgNuBM4G/U5yV\nXZD9gYmZeUBErERxvewZwAWZeX5zpYjYCNiubL8f8DvgC619E5IkiTHA/cAtwOmZ+WGd45Ekqapa\nkrzOyMypEdGUmTMjYkoL9hkB3FzxfDqwMRARMZDizPAxwNbAXZnZBLwSEV0jYuXMfKuV70OSpCXd\n2pk5s95BSJJUK51bUOfhiLgWWC0iLgJGL2yHzHw/MydHRE+KJPYU4FHgO5m5LfAv4PtAL2BSxa6T\ngd6tfA+SJC3xTFwlSR3dQpPXzDwRuBG4Crg7M1t0v7eI6AfcC1ybmdcBt1bcNP1W4PPAe0DPit16\nAu+2OHpJkiRJ0hJhvtOGI+LGzNwbIDNvA25raaMR0Qe4CxiamXeXxXdGxFHlgkxfBh4HHgTOi4gf\nA6sDnTNzQtveiiRJS56ImO9tcTLzssUZiyRJtbSga15XXoR2hwMrAKdGxKll2XHATyPiQ2A8MDgz\n34uIvwIPU4wCH7kIrylJ0pJolfmUNy3WKCRJqrEFJa+fioiz57UhM4cvqNHMHAYMm8emLedR93Tg\n9AW1J0mS5i0zf9D8OCJWAboBnYBV6xaUJEk1sKDk9QMgF1cgkiSp7SLiCmALoAewDMXiiJvXNShJ\nkqpoQcnr+My8erFFIkmSFsU6wHrALyku37l5wdUlSWpfFrTa8OML2CZJkhrL5PK+6T3KxQ+XqndA\nkiRV03yT18w8YXEGIkmSFsnjEXEC8HpE3MCCZ1dJktTu2LFJktQBZObwiOgJ/AfYBfhbnUOSJKmq\nTF4lSeoAIqIf8D/A0mXR54Ez6heRJEnVtaBrXiVJUvsxAugFvFnxI0lSh+HIqyRJHcPkzDyl3kFI\nklQrJq+SJHUMz0TEPsATQBNAZj5f35AkSaoek1dJkjqGz5U/zZqAL9UpFkmSqs7kVZKkDiAzt4+I\nlYBPAf8q7/UqSVKH4YJNkiR1ABHxDeAhYDjwSETsX+eQJEmqKpNXSZI6huOAjTPzaxS3yRlW53gk\nSaoqk1dJkjqGmZn5PkBmTgam1jkeSZKqymteJUnqGF6KiPOB+4FtgZfqHI8kSVXlyKskSR3DIOBf\nwFfK34fVNxxJkqrLkVdJkjqGXwLHZeYkgIi4Cji4ngFJklRNjrxKktQx7Aj8KSL6ls/71zMYSZKq\nzeRVkqSO4UWKFYZHRkQAM+ocjyRJVWXyKklSB5GZjwMHANcDq9c5HEmSqsrkVZKkjuFGgMwcA3yN\nYiRWkqQOwwWbJEnqADLz0orHrwC71TEcSZKqzpFXSZIkSVLDM3mVJEmSJDU8k1dJkiRJUsMzeZUk\nSZIkNTyTV0mSJElSwzN5lSRJkiQ1PJNXSZIkSVLDM3mVJEmSJDU8k1dJkiRJUsMzeZUkSZIkNTyT\nV0mSJElSwzN5lSRJkiQ1PJNXSZIkSVLDM3mVJEmSJDU8k1dJkiRJUsMzeZUkSZIkNTyTV0mSJElS\nwzN5lSRJkiQ1PJNXSZIkSVLDM3mVJEmSJDU8k1dJkiRJUsMzeZUkSZIkNTyTV0mSJElSwzN5lSRJ\nkiQ1PJNXSZIkSVLDM3mVJEmSJDW8rvUOQJIkNZ6IWBv4G9AnM6fWOx5Jkhx5lSRJs4mIXsD5wLR6\nxyJJUjOTV0mSNEtEdAIuA4YDH9Q5HEmSZqn6tOGI6AZcCQwAugNnZeYfy237Akdl5hbl8wuBrYDJ\n5e4DM3NStWOSJElzi4hDgWPnKB4H3JCZT0ZEHaKSJGneanHN6/7AxMw8ICJWAp4A/hgRnwMOBTpV\n1N0I2CkzJ9QgDkmStACZeQVwRWVZRLwIHFomtn2Bu4Bt6xCeJEmzqUXyOgK4ueL59DKJPRc4Brgc\nICI6A58BLouIPsAVmXllDeKRJEktlJmfbn4cEWOBHesWjCRJFaqevGbm+wAR0ZMiiT2V4qzuscB/\nKqr2AH4OXAB0Ae6NiMcy86lqxyRJkiRJat9qcquciOgH3Ar8AniBYoT1EmBpYN2I+ClwPPCzzPyg\n3Oce4LOAyaskSQ0gMwfUOwZJkprVYsGmPhTXxwzNzLvL4vXKbQMoFoE4JiLWAW6IiI0oVj3eGri6\n2vFIkiRJktq/WtwqZziwAnBqRNxX/iwzZ6XM/CfwW+AR4C/ANZn5bA3ikSRJkiS1c7W45nUYMGw+\n28YCm1c8Pw84r9oxSJIkSZI6llqMvEqSJEmSVFUmr5IkSZKkhmfyKkmSJElqeCavkiRJkqSGZ/Iq\nSZIkSWp4Jq+SJEmSpIZn8ipJkiRJangmr5IkSZKkhmfyKkmSJElqeCavkiRJkqSGZ/IqSZIkSWp4\nJq+SJEmSpIZn8ipJkiRJangmr5IkSZKkhmfyKkmSJElqeCavkiRJkqSGZ/IqSZIkSWp4Jq+SJEmS\npIZn8ipJkiRJangmr5IkSZKkhmfyKkmSJElqeCavkiRJkqSG17XeAUgq7DFodFXbu/XKjaraniRJ\nklRPjrxKkiRJkhqeyaskSZIkqeGZvEqSJEmSGp7XvGqRVftaTfB6zWp4dNVNqtrepq8/VtX2JEmS\npNZw5FWSJEmS1PBMXiVJkiRJDc/kVZIkSZLU8ExeJUmSJEkNz+RVkiRJktTwTF4lSZIkSQ3PW+Wo\nIXmbF0mSJEmVHHmVJEmSJDU8k1dJkiRJUsMzeZUkSZIkNTyTV0mSJElSwzN5lSRJkiQ1PJNXSZIk\nSVLD81Y5kiRpkZx0x+B6hzAf3iZNkjoSR14lSZIkSQ3P5FWSJEmS1PBMXiVJkiRJDc/kVZIkSZLU\n8ExeJUmSJEkNz+RVkiRJktTwTF4lSZIkSQ3P5FWSJEmS1PBMXiVJkiRJDc/kVZIkSZLU8LpWu8GI\n6AZcCQwAugNnZeYfy237Akdl5hbl88OBbwHTy3q3VTseSZLUchHRBbgA2ISiHz/d/lmS1AhqMfK6\nPzAxM7cBdgEuAoiIzwGHAp3K532Bo4GtgJ2AcyKiew3ikSRJLXcA0C0ztwIGAp+uczySJAG1SV5H\nAKdWPJ8eESsB5wLHVJRvCjyYmdMycxLwIrBhDeKRJEkttxPwWkT8CbgcGFnneCRJAqBTU1NTTRqO\niJ7AH4FfAd8ATgL+A9yQmZtHxP7ABpl5Yln/GuCazPxzTQKSJEmziYhDgWPnKH4LGAsMArYFzszM\nbRdzaJIkzaXq17wCREQ/4FbgF8ALwGeAS4ClgXUj4qfAPUDPit16Au/WIh5JkjS3zLwCuKKyLCJu\nAG7LzCbgLxGxVl2CkyRpDrVYsKkPcBcwNDPvLovXK7cNoBh5Paa85vV/I2JpigUh1gGeqXY8kiSp\nVR4AdgV+FxGfBV6pczySJAG1ueZ1OLACcGpE3Ff+LDNnpcwcD1wI/JViFPbkzJxag3gkSVLLXQ50\niohHgMuAI+ocjyRJQA2veZUkSZIkqVpqMfIqSZIkSVJVmbxKkiRJkhqeyaskSZIkqeHV5FY5jSYi\n7gOOyMwx9Y6lWUR0AW4EfpWZd5RlPwO2At4HTszMv5W3LOhb7jYAeCQz95lX3SrGNgB4ChhdUXxP\nZp4xn/r3UefjGxF7AN/IzH3L5zsCPwSmAHdk5lkRcTBwcLnL0sDnKI7tpnPWrWGcXwTuBfbJzBsr\nyp8CRmfmwfPZtSVtj8/Mvi2o9xMgM/PS8vmJwP8A7wHnZeZt5e2sPlfu0hd4t7w/81x12xpvrZQx\nHgOs2dJF4Mq/swMpFqe5oflvco46xwB9M/N75fMDgO8Ak4CrMvOKiPgesHO5y/Jl/b7zqrtIb7IG\navnZLNvp0MdP7Yd9nH2cfdyS18dVsr9r35aI5LXRRMSngKuBfsCvyrLdgKDoZFYE7gA2ycx9yu0r\nUPyhHTu/ulUO87nM/GKV26yJMpHfCfhH+bwzxXH9Ymb+KyJ+ExFbZ+ZVwFVlnYuBKyk6qHnVfaCG\nIY+h6BxvLGPZAOhRw9ejfJ2VgWuAtYAfVbz2vsBmZbWHIuKezDym3N6N4rYZhy+g7ge1jr2V9gNu\nAPah/PdemIq/s7m2laulX07xvn9Xln0COAv4PMX9qf8cEXdn5rnAuWWd24ATF1B3bJvfYe1U/bO5\nhB0/tR/2cbVjH1db9nHVYX/XTi1RyWtErA5cQnFGciXgjMz8fXmm5S/AhkATMJDig3NExR/8+PKM\nyPrABRRTrpcHjs7MhyJiHMUfQlLcH2/TzHw7IoYAy2XmjypCWQ44HDixomxd4M7MnAlMiIgZEdG3\nvKUQwA+An2fmGxGxsLo1ExHnANtSvP8LMnNEuemM8o9uGsXZvfUozvR+SHGm70xg7cycGhHnUhyr\na4FfUiTxKwG3Z+apEXFV+Xwl4Engmcy8uEzg/5yZG88R1kPA74Fvlc8/AbyTmf8qnz8IbE3RQRER\nmwDrZeaREfHJBdWtkSeBtSJi+cx8F9gf+C2wRhnfUGBPoBvFmbc9KTrUQRTH/fsUo/BDgC7AHzLz\ndKB7RFxXtjMR2CszP6p43eWA04FdKsrWAe5rPnsbES9Q/B08Um4/CrgrM5+OiG8upG7dlWdTXwIu\nBX4DXFWOmowB1gY6AXuXj+f6fM6n2aUpvhD9uaLOfwH/yMy3y9f9O7A5MLZ8vifF5+rOiNh0QXUb\nTFs+m1cBv83MP0XEOsCPM/OrFW0uScdP7Zx9XFXYx9WIfVxV2d+1U0vaNa9rA+dn5leAocCRZXkv\n4PrM3A74f8z+H9+c1gOOz8wdKJLYQ8ryfsC+mXk0xYd/n7L8AIoP8iyZ+WRm/nOOdv8B7BwR3SLi\nv8rX6QFQdj5f5uMzbPOtW0Xrxsf36b0vIlaLiF0opqlsBWwPnBwRy5f1b8nMLwEjgZPKsqUzc5vM\nvHY+r9GPYhr0ThSd6ZCKbfdk5pYUZ08PLMv2pTi2symnfFTe8+ktYNmIWDuK6dm7MvvxGU5xMqAl\ndWvlFmCPiOhEMYL+EMw6o74SsENmbkPxn+YXyn3eycytgaeB7wHbABsDvSNiOYqOe3hZpzfFCZhZ\nMvPlnHt6+dPAthHRMyJWArbk48/dUhRfln68sLoN5DCKqfgJTIuIWWfQy1GWGyn+/WHhn08AMvOd\nzLxrjuIXgPUiok9ELEvx91l5LE7i48/Ywuo2mtZ+Ni8HDir3HQTMNsVpCTx+ah/s42rLPq427OOq\ny/6uHeqwI6/lf3TTKs7KNQFvAKdExKHl824VuzxR/n6V4szJnDqVv/8fcGpE/AfoSTElB2BCZk4s\nH18B3BgR9wPjM/PNhcWbmXdFxBeAeyjOBj1OcWYRYC/gusyc0YK61TLXlKqI2A/YuDzLB8Xx618+\nvr/8/RDQfBYq59N287F8G/hCRGxPcRy7V9RJgHKa0+QoRpv3A/57YYFnZlMU1wxcCrxTtjWhfA/L\nU5wdv3dhdWvsOopZAP8C/loR+8yI+BC4PiLeB1bn489p8/H8L4oz9f8pnx8LEBFvV0wtGQ8su7Ag\nMvOfEXERcDvwIvA3Pn7/OwD3Z+akFtStu3LUYlfgkxFxFMWXm6Hl5nvK3w9RzKyA+X8+Fyoz34mI\nYymmBb1Gce1c82dsXYrrp15cWN0G1drP5n3AheVJth35+IvTfHXw46f2wT6utuzjqsw+ribs79qh\njjzyejWwdXn25JMUZx/PBK7JzAMorh/tVFG/aY79pwKrAEREf4prSwEuBL6fmQdRnKVrbmNm846Z\n+QrFXPWTmeOszPxExFrAv8szPD8EZpbTGKD4D/b2FtatpTHAvWWH/yXgJoo/eCjOWEFxpvSZ8vHM\nin2nAquUZ7eaF0k4mOKPdj/gfIqzw3MdT4ozXacAr2VmS/+Id6H4grEn8CmKKRxQTAf7cwvr1kw5\nhasHcDTF1B8AImJD4GuZuTfFdKbOzP0ZewlYOyK6l/vcHBGrMfdneKGiuEboE+WZ7GEUIwXN/35z\nfu4WVLcR7A9ckZk7ZubOFNec7AisTHH2HopFzp4tH8+cu4mWiYiuFFN5tqUYNVmbYjoezH3cFlS3\n4bT2s5mZTWW9n1FMv/to7lZn15GPn9o1+7gqsY/7/+3debxVdb3/8ReTEwKaOQ+glR+nrNTQFE0L\nzSh+5lCplQoqSpJW6jXJtNScyixDM7ScSlNz6NJFJecMtYuaQ14+pIHDTbyiiYiKHji/P9Y6cA7z\n2ezjXhxez8eDx9l77e9a+7OX+7j3+3y+a60O4Wdcnfl5t3zqzOH1fIrpOPdRnK3rVeAGir+Y/BnY\nk+K4kUWZALwWEQ9RtPMnl8t/A/yh3MbmwAaLWP9Sig+5Bc7otgjPUUwFfpDiOJkRrR4L5n2ALmls\nRxoDvFG+9oeB5sycUT72hfKv1XtSHoA+n/OAseW/f5fL7gQGRcR4ir98/YOF78+by+2254xrL1D8\nwo8H7szMlv+Zz78vFze2o10HbJyZk1otexqYGRETgD9RzBZos08y82WKP1rcGxEPUJwZ739rrGEa\nsFkUx1WMBU5s6fCz4L5a3NgqOILi9wGALE6ycSPwIeCwiLiX4gvcD5f1iTKzieJYoocpjpe/sNWX\nzjb7bQljq6q9780rgP1Zyt/RFWD/afnkZ1x9+RlXX37GdQw/75YzXZqb2/2HLC2FKA783yYzT210\nLcu7ct7/vcCOWZykSlpqUYHLXHR2ZVfkqsz8dKNrkZY3fsZpWfgZ997y867xOnPntWEi4iyKaQY/\nbXQty7uI2JniuJMz/FCXqici9qeYYXLyksZKasvPOGn54eddNdh5lSRJkiRVnp1XSZIkSVLlGV4l\nSZIkSZVneJUkSZIkVZ7hVZIkSZJUeYZXSZIkSVLlGV4lSZIkSZVneJUkSZIkVZ7hVZIkSZJUeYZX\nSZIkSVLlGV4lSZIkSZVneJUkSZIkVZ7hVZIkSZJUeYZXSZIkSVLlGV4lSZIkSZVneJUkSZIkVZ7h\nVZIkSZJUeYZXSZIkSVLlGV4lSZIkSZVneJUkSZIkVZ7hVZIkSZJUeYZXSZIkSVLlGV4lSZIkSZVn\neJUkSZIkVZ7hVZIkSZJUeYZXSZIkSVLlGV4lSZIkSZVneJUkSZIkVZ7hVZIkSZJUeYZXqeIiYlxE\nvL/GdXePiCeX8flHRcT3l2UbkiRJ0rIyvErVt2ejC5AkSZIarXujC5BUiIjVgcuBDwFzgIeZ9zt6\nd0QMAj4CjARWAtYBrszM75XrDwWOB2YD04BD59v+AOAa4MDMHB8Rg4FTym29CZyQmQ9ERG/gsvK5\nXgSagPs76nVLkiRJS8POq1Qd+wK9MvOjwMfLZT8sf+4BvEARTg/NzB2AnYCTI+L9EfER4Fxg78zc\nFvhP4LstG46IPYArgM+XwfVDwFnAoMz8GDAMuCkiegI/AN4CtgC+CEQHvmZJkiRpqRhepeq4H9g6\nIu4BvgP8NDOfbnkwM5uBwcD2EXEa8BOgC9AT+DRwe2Y+X479aWYeXa66EfBH4JbMfLxctiewPnBn\nRPwN+C1Ft/eDwEDgqsxszsyXgZs78DVLkiRJS8XwKlVEZk6mCI9nA72BO8qpvQCUXdFHge2AR4AT\ngXcpAmwT0Nxq7KoRsUV5t4kirB4aETuWy7oBd2bmR1v+UXRyW07u1KVVaU11faGSJElSDQyvUkVE\nxHCKY17HZeZJwO0UQXU20IPiWNjewCmZOQbYHViZIojeDQyMiPXLzR0FnFfenpqZ44ETgKsjYjXg\nTmCvloBbHk/7OLAqcCtweER0jYg1gX069IVLkiRJS8HwKlXHVRRB9KmIeBjoA1wI3ADcSzGt94/A\nxIj4H4opxE8BH8zMJyg6sbdFxGPA3sDRrTeemVcCE4HzM/MpiuNcf1eOPwP4f5n5BvB9io7uRGAM\n8ERHvmhJkiRpaXRpbm5e8ihJkiRJkhrIzqskSZIkqfIMr5IkSZKkyjO8SpIkSZIqz/AqSZIkSaq8\n7o0uoL1efnmGZ5iSJNXN2mv36rLkUZIkqdHsvEqSJEmSKs/wKkmSJEmqPMOrJEmSJKnyDK+SJEmS\npMozvEqSJEmSKs/wKkmSJEmqvOXuUjlSZ/XXDXZodAmL1f9fExpdgiRJklZgdl4lSZIkSZVneJUk\nSZIkVZ7hVZIkSZJUeYZX1c0DD/yFX/7yIubMmdPoUiRJkiR1Mp3yhE37Dn2krtu7+dfbLXHM2LFj\nePbZKQwf/o0FHps1axbjxt3K4MFf4MEHx/PSS1PZe+/PzV22NGbNmsVXvnIAv//9mCWObWpq4swz\nT2Pq1Bfp2rUrJ510ChtuuNECy/r27ddmvSFDDqZnz9UB2GCDDRk58jTGjh3D2LHFc77zzjs8/fQk\n/vCH2+nVq9cCz/vYY4+y1Vbb8OSTj7Ptth8F4JFHJjBy5AlceeXvWHfd9QD4xS9+Tt++/Rg0aPBS\nvXZJkiRJsvP6Hnj11VcYM+YWAHbaaWf22We/Nsvq7YEH7mf27NlccsmvGTLkCEaPvmihy1qbNWsW\nAKNGjWbUqNGMHHkaAIMGDZ67LGJLjjvuhIUGV4CuXbsybtyt9Ou3aZvl3bv34KyzTqe5ubkDXq0k\nSZKkFUGn7Lw20syZb3DOOWfyxhszmD79NQYP3pdJkyYyZcpkLr/8UtZddz2efXYKr78+fYFlw4d/\no02H9c033+T0009hxowZbLjhRkDRVf3Rj87ihReeZ86cORx55HC2267tJVY23rgvs2fPZs6cOcyc\nOZPu3bsvdFlrTz/9D95++22+9a1jmD17NsOGHcM223x47uMTJz7F5MnPcPzxJy3ytQ8b9vWFLt9+\n+x2YM6eZm266nv33/3Ktu1aSJEnSCszwWmcvvPACAwfuxSc/+SmmTXuZESOGccEFF/HMM08zZMiR\nc6fgHnLI0AWWze/WW8ew6aYf4KijjuHvf3+SRx6ZwJgxt9CnzxqcfPKpTJ/+GsccM4zf/Ob6Nuut\nuuqqTJ36Lw4++ACmT3+N8867YKHLWltllVU46KCvMXjwF3j++ec44YRjueaaG+eG3KuuupyhQ4fV\nvF9OOOE7HHnkofTv/4matyFJkiRpxWV4rbO11lqL66+/hnvvvZvVVutJU1NTO7cwb2rt5Mn/ZMcd\ni7C39dbb0L17d5555mkef/xRnnrqSQBmz25i+vTX6NNnjbnrXX/9NfTv/wmOPnoEL700leOOG84u\nu+y6wLIrr/wdK6+8MgAbb7wJG220EV26dGGTTfrSp08fXnllGuuuux4zZszgueemLNDhbY8+fdbg\n2GOP56yzvs+HP/yRmrcjSZIkacXkMa91du21V7PNNtty6qln8KlPDaS5uZkuXbrS3Nz2DLytl620\n0kq88so0ADInzh2zySb9ePLJJwCYNGkiTU1N9O3bj4EDP8OoUaM5//wL2WOPgfTq1bvNtnv16j33\nxEu9e/ehqamJnj1XX2BZ67MC/9d//Sc///lPAZg27WVmzpzJWmu9H4DHHnuEHXbov8z7ZsCA3dh4\n476MHfvHZd6WJEmSpBWL4bXOdtllN2644VqGDz+c66+/hm7durH66qvz7rtNXHzxhXPHrbnmmnOX\n7bjjzkyd+iLDhx/OXXfdQc+ePQHYb78vMm3a/zF8+OHcdNMN9OjRg3322Y9nn53CiBHDOProoay3\n3icolZgAACAASURBVPp07dr2P+OXvnQwkyZN5OtfP4Jjjz2aYcOO4cADv7rAslVXXZXXX5/OyJEn\n8vnP78Mbb8xg+PDDOfXUkzn55FPnThl+7rln2WCDDeuyf4477vi53V5JkiRJWlpdlrczwL788ozl\nq2BpKf11g9qnZb8X+v9rQqNLkDrE2mv36tLoGiRJ0pJV4pjXiHgUmF7enZyZQxpZjyRJkiSpWhoe\nXiNiFYDM3L3BpUiSJEmSKqrh4RX4CLBaRIyjqGdkZj7Y4JokSZIkSRVShRM2vQn8GPgMcDTw24io\nQqiWJEmSJFVEFULiJODpzGwGJkXEK8D6wPONLUuSJEmSVBVV6LwOBc4HiIgNgN7Aiw2tSJIkSZJU\nKVXovP4KuCIi7geagaGZ2dTgmiQth7zckCRJUufV8PCame8ABze6DkmSJElSdVVh2rA6iQce+Au/\n/OVFzJkzp9GlSJIkSepkGt557Qj1njq4NFP9xo4dw7PPTmH48G8s8NisWbMYN+5WBg/+Ag8+OJ6X\nXprK3nt/bu6ypTFr1iy+8pUD+P3vxyxxbFNTE2eeeRpTp75I165dOemkU+jbtx9XX305999/H+++\n+y777XcAn//8vOceO3YMY8cW237nnXd4+ulJ/OEPt7Pqqqty9tk/4MUXX+Tdd9/h0EMPZ8CATy70\neR977FG22mobnnzycbbd9qMAPPLIBEaOPIErr/wd6667HgC/+MXP6du3H4MGDV6q1y5JkiRJdl7f\nA6+++gpjxtwCwE477cw+++zXZlm9PfDA/cyePZtLLvk1Q4YcwejRF/HIIxN44onH+cUvfsWoUaN5\n6aWX2qwzaNBgRo0azahRo4nYkuOOO4FevXpx++1j6d17DS6++DJ+/OML+clPzlvk83bt2pVx426l\nX79N2yzv3r0HZ511Os3NzR3yeiVJkiR1fp2y89pIM2e+wTnnnMkbb8xg+vTXGDx4XyZNmsiUKZO5\n/PJLWXfd9Xj22Sm8/vr0BZYNH/6NNh3WN998k9NPP4UZM2aw4YYbAUVX9Uc/OosXXnieOXPmcOSR\nw9luu7ad5o037svs2bOZM2cOM2fOpHv37vz1rw/ygQ98kJEjT2DmzJkcc8xxC61/4sSnmDz5GY4/\n/iQA9thjIHvs8em5j3frtui3zLBhX1/o8u2334E5c5q56abr2X//L7drf0qSJEkS2HmtuxdeeIGB\nA/figgsu4rzzfsp11/2WQw4ZSr9+mzJkyJFzxy1s2fxuvXUMm276AS666FL22Wd/AMaMuYU+fdbg\noosu5Zxzzl9oJ3TVVVdl6tR/cfDBB3DuuT/kgAMOZPr015g48SnOOONcTjzxZH7wg1MW2gm96qrL\nGTp02Nz7q622Gqut1pM335zJKaecxJFHDq9pv5xwwne47rpreP7552paX5IkSdKKzc5rna211lpc\nf/013Hvv3ay2Wk+amtp71Z95gXLy5H+y446fAGDrrbehe/fuPPPM0zz++KM89dSTAMye3cT06a/R\np88ac9e7/vpr6N//Exx99Aheemkqxx03nE9+8lNsskk/evTowSab9GOllVbmtdf+zZprvm/uejNm\nzOC556Ys0Ml96aWpjBx5IvvuewB77bV3O19PoU+fNTj22OM566zv8+EPf6SmbUiSJElacdl5rbNr\nr72abbbZllNPPYNPfWogzc3NdOnSlebmtmfgbb1spZVW4pVXpgGQOXHumE026ceTTz4BwKRJE2lq\naqJv334MHPgZRo0azfnnX8geewykV6/ebbbdq1dvevZcHYDevfvQ1NTENtt8mIceGk9zczPTpr3M\n22+/Re/efdqs99hjj7DDDv3bLHv11Vf49rdHMHz4N/j85/dZpn0zYMBubLxxX8aO/eMybUeSJEnS\nisfwWme77LIbN9xwLcOHH871119Dt27dWH311Xn33SYuvvjCuePWXHPNuct23HFnpk59keHDD+eu\nu+6gZ8+eAOy33xeZNu3/GD78cG666QZ69OjBPvvsx7PPTmHEiGEcffRQ1ltvfbp2bfuf8UtfOphJ\nkyby9a8fwbHHHs2wYcew6667s/nmwZFHHsp//Me3+Pa3T6Jbt268/vp0Ro48EYDnnnuWDTbYsM22\nrrrqcmbMmMEVV1zGiBHDGDFiGLNmvV3z/jnuuONZeeWVa15fkiRJ0oqpy/J2BtiXX56xfBUsLaV6\nX+Kp3pbmklGN5j5ULdZeu1eXRtcgSZKWzM6rJEmSJKnyDK+SJEmSpMozvEqSJEmSKs/wKkmSJEmq\nPMOrJEmSJKnyDK+SJEmSpMozvEqSJEmSKs/wKkmSJEmqPMOrJEmSJKnyDK+SJEmSpMozvEqSJEmS\nKs/wKkmSJEmqPMOrJEmSJKnyDK+SJEmSpMozvEqSJEmSKs/wKkmSJEmqPMOrJEmSJKnyDK+SJEmS\npMozvEqSJEmSKs/wKkmSJEmqPMOrJEmSJKnyDK+SJEmSpMozvEqSJEmSKs/wKkmSJEmqPMOrJEmS\nJKnyDK+SJEmSpMozvEqSJEmSKs/wKkmSJEmqPMOrJEmSJKnyuje6AICIWAd4GNgzMyc2uh5JkiRJ\nUrU0vPMaET2AXwJvNboWSZIkSVI1NTy8Aj8GLgH+1ehCJEmSJEnV1NDwGhGHAS9n5u2NrEOSJEmS\nVG2N7rwOBfaMiHuAjwJXRcR6jS1JkiRJklQ1DT1hU2bu1nK7DLBHZ+bUxlUkSZIkSaqiRndeJUmS\nJElaokpcKgcgM3dvdA2SJEmSpGqy8ypJkiRJqjzDqyRJkiSp8gyvkiRJkqTKM7xKkiRJkirP8CpJ\nkiRJqjzDqyRJkiSp8gyvkiRJkqTKM7xKkiRJkirP8CpJkiRJqjzDqyRJkiSp8ro3uoBG++sGOzS6\nhCXq/68JjS5BkiRJkhqqXeE1IsYv5uEuwJzM3GXZSpIkSZIkqa32dl67AAcu5rFrl60cSZIkSZIW\n1N7w+tXMfLb1gojYODOfL29/tW6VSZIkSZJUald4zcxnACLiWOAtYA1gSETclpnfbnlckiRJkqR6\nqvWETQcBnwRuA7YG7qxbRZIkSZIkzafWS+U0A+sDL2VmM/C++pUkSZIkSVJbtXZe7wbuAw6KiAuA\nG+tXkiRJkiRJbbX3UjmHAmMz87vAd8tlEzLznY4oTpIkSZIkaH/ndQZwdkSsBUwA/piZj9W/LEmS\nJEmS5mnv2YZvAm4CiIj+wP4RcQbwQmZ+vQPqkyRJkiSp5mNeASYCU8rbtZ74SZIkSZKkJaopvEbE\nVcAA4DWgC8XZh7erY11ajvx1gx0aXcIS9f/XhEaXIEmSJGkZ1Np5jczcrK6VSJIkSZK0CLVO9/1r\nRERdK5EkSZIkaRFq7bxOB/47It6gnDacmRvUryxJkiRJkuapNbzuAbwvM5vqWYwkSZIkSQtT67Th\nfwDr1rMQSZIkSZIWpdbO6y7AlIiYVt532rAkSZIkqcO0K7xGxBaZOTEzP7S4x+tTmiRJkiRJhfZ2\nXq+IiK9RnKRpoY8DOy1TRdIK6uy9Rze6hMW6udEFSJIkaYXW3vD6NrC4b9hvLUMtkiRJkiQtVLvC\na2bu3kF1SJIkSZK0SLWebViSJEmSpPeM4VWSJEmSVHk1hdeI+HlEfLTexUiSJEmStDC1Xuf1v4CR\nEbERcDXw28x8vX5lSZIkSZI0T02d18y8LTO/BOwD7Aq8GBFXRETfulYnSZIkSRI1dl4jYkvgMGAw\ncDcwoNzWjcAO7dxWN+BSIIDZwJDMfKaWuiRJkiRJnVOt04Yvo7je6/czc+61XSPi8hq2NRggM3eJ\niN2Bn1B0dCVJkiRJAmo/2/CtmXllS3CNiLMBMvOi9m4oM28BhpV3+wIv1ViTJEmSJKmTalfnNSIO\nB44AtoyIQeXibkAP4ORai8jMpoi4EtgXOKDW7UiSJEmSOqf2dl5/AxwEXF/+PIgibH5iWQvJzEOB\nzYFLI6Lnsm5PkiRJktR5tDe8fjgzp1CcmCnKf1sCn6y1gIj4WkS0dG3fBOZQnLhJkiRJkiSg/Sds\n+jQwATgQaAa6lMubgXE11nATcHlE3Ecx/fibmfl2jduSJEmSJHVC7QqvmXluefNE4GOZ+aeIGEEx\nnbgmmTkT+FKt60uSJEmSOr9azzZ8LdCnvP0qyxBeJUmSJElaklrDa8/M/D1AZl4DeIIlSZIkSVKH\nae8xry3eiYg9gQeB/niCJUmSJElSB6q183oEcAzwEPB14Ki6VSRJkiRJ0nxq6rxm5tMRcQqwFTAp\nM5+pb1mS1H5n7z260SUs1s2NLkCSJGk5VlPnNSKOBS4FdgZGR8QJda1KkiRJkqRWap02fBCwa2Z+\nE9gF+HL9SpIkSZIkqa1aw2uXzGwCyMx3gXfrV5IkSZIkSW3Verbh+yPi98CfgV2Bv9SvJEmSJEmS\n2qqp85qZJwCXAz2AX2fmiXWtSpIkSZKkVtrVeY2IYfMteh3YKCKGZWa1T/MpSZIkSVputXfa8Pod\nUoUkSZIkSYvRrvCamT9ouR0RA4FNgYeASXWuS5IkSZKkuWo6YVNEnAVsBGwJvAOcTHH5HEmSJEmS\n6q7WS+UMyMxDgDcy80qKDqwkSZIkSR2i1vDaPSJWAZojohswu441SZIkSZLURq3Xeb0AeBhYm+KY\n15/UrSJJkiRJkuZTa3i9G7gD+CAwOTOn1a8kSZIkSZLaqnXa8Djgl8AaBldJkiRJUkerKbxm5nbA\necAXImJCRHy3vmVJkiRJkjRPrZ1XgL8DDwCvALvWpxxJkiRJkhZUU3iNiF9TnLBpc+CozNy7rlVJ\nkiRJktRKrSdsuhk4AmjOzOY61iNJkiRJ0gJqPeZ1TGbOAe6scz2SJEmSJC1gWY55BehSlyokSZIk\nSVqMWqcNt7i/LlU00Nl7j250CUt0c6MLkCRJkqQGa1d4jYjd5lv0p5ZlmXlf3aqSJEmSJKmV9nZe\nh5c/PwCsBPw38DHgDWD3+pUlSZIkSdI87TrmNTMPysyDgJeBHTLzSGBH4O2OKE6SJEmSJKj9hE3r\nt7rdHVinDrVIkiRJkrRQtZ6w6VfA3yPiSWAr4LT6lSRJkiRJUls1hdfMvCgirga2AP6ZmdPqW5Yk\nSZIkSfPUFF4j4qPAMGCV8j6ZObSehUmSJEmS1KLWacNXAKOA5+tXiiRJkiRJC1dreJ2amZfVtRJJ\nkiRJkhah1vA6JSK+AzwKNANk5ri6VSVJkiRJUiu1hteVgSj/QRFgDa+SJEmSpA7RrvAaEd0zswk4\nql4FREQP4NdAP4pQfGZm/me9ti9JkiRJWv51bef4q8qfCUws/7XcrtVXgVcyc1fgsxQngpIkSZIk\naa52dV4z8+Dy5sGZ+UCdargB+H2r+0112q4kSZIkqZOo9ZjXoRHxc+AB4EbgvsycU8uGMvMNgIjo\nRRFiT6mxJkmSJElSJ1VTeM3MIwEiYlfgPOCDwNq1FhERGwM3Axdn5jW1bkeSJEmS1DnVFF4j4jhg\nIEVg/QtwWq0FRMS6FGcqHpGZd9a6HTXO2XuPbnQJS3RzowuQJEmStExqnTb8WWANiinDt2fm48tQ\nw0hgTeB7EfG9lu1n5lvLsE1JkiRJUidS67ThvSNiFWAP4GcRsUVmrl/jto4DjqtlXUmSJEnSiqHW\nacP7UXRftwcmAOfWsyhJkiRJklqrddrwrhTXfB2Wmc11rEeSJEmSpAXUOm34W/UuRJIkSZKkRena\n6AIkSZIkSVoSw6skSZIkqfLaNW04Ih4A5j/GtQvQnJk7160qSZIkSZJaae8xrwd2SBWSJEmSJC1G\nu8JrZj4LEBEfBL4I9KDovG4AHFX36iRJkiRJovZjXq8qfw4ANgXWqk85kiRJkiQtqNbw+mZmng28\nkJmHAevWryRJkiRJktqqNbx2iYj1gNUjoifwvjrWJEmSJElSG7WG1x8A+wK/ASYDt9atIkmSJEmS\n5tPesw0DkJn3AfeVd9epXzmSJEmSJC2opvAaEYcAJwMrtyzLzM3qVZQkSZIkSa3VFF6Bk4DBwPN1\nrEWSJEmSpIWqNbz+MzOfrmslkiRJkiQtQq3h9c2IuBX4G9AMkJkj61aVJEmSJEmt1Bpex9a1CkmS\nJEmSFqPWS+X8Flgd6A+sAVxbt4okSZIkSZpPreH1l8BmwJ+AfsBl9SpIkiRJkqT51Tpt+EOZuVt5\n+5aIGF+vgiRJkiRJml+tnddVImI1gIhYFehWv5IkSZIkSWqr1s7rz4DHIuJJYCvg+3WrSJIkSZKk\n+dQUXjPzt+WlcjYDJmfmK/UtS5IkSZKkedo1bTgiTil/XguMAr4N/DwirumA2iRJkiRJAtrfeR1T\n/ryk3oVIkiRJkrQo7Q2vH4mIj3RIJZIkSZIkLUJ7w+uW5c8dgbeA8cDHgR7AVXWsS5IkSZKkudoV\nXjPzZICIuC0zP9eyPCLG1bswSZIkSZJa1Hqd13UiYg2AiFgLWKt+JUmSJEmS1Fat13n9ITAhIl4H\negND61eSJEmSJElt1Xqd1xuBGyNiHeCVzJxd37IkSZIkSZqnvdd5HVX+fCAixgO3AH8ub0uSJEmS\n1CHa23k9o/w5hOJsw5IkSZIkdbj2nm34pfLmZZk5oAPqkSRJkiRpAbWesGlmRFwAJDAHIDNH160q\nSZIkSZJaqTW8thzjum69CpEkSZIkaVFqus5rZv4A+AvwL+Bm4Nx6FiVJkiRJUms1hdeIOAs4BBgG\nfAy4fFmKiIgdI+KeZdmGJEmSJKnzqim8AgMy8xDgjcy8Eti01gIi4j+Ay4BVat2GJEmSJKlzqzW8\ndo+IVYDmiOgGzF6GGp4B9luG9SVJkiRJnVyt4fUC4GFgG+Ah4OJaC8jMG4F3a11fkiRJktT51XS2\n4cy8ISLuAD4I/DMzX6lvWZIkSZIkzVNTeI2IwcAQyuNUI4LMHFTPwiRJkiRJalHrdV5/DBwF/LuO\ntUiSJEmStFC1hte/Z+Y99SoiM6cAO9Vre5IkSZKkzqXW8PqHiHgA+J+WBZk5tD4lSZIkSZLUVq3h\n9VjgPOC1OtYiSZIkSdJC1Rpep2bmdXWtRJIkSZKkRag1vL4VEbcBjwLNAJk5sm5VSZIkSZLUSq3h\ndUxdq5AkSZIkaTFqCq+ZeWW9C5EkSZIkaVG6NroASZIkSZKWxPAqSZIkSao8w6skSZIkqfIMr5Ik\nSZKkyjO8SpIkSZIqz/AqSZIkSao8w6skSZIkqfIMr5IkSZKkyjO8SpIkSZIqz/AqSZIkSao8w6sk\nSZIkqfIMr5IkSZKkyjO8SpIkSZIqz/AqSZIkSao8w6skSZIkqfIMr5IkSZKkyjO8SpIkSZIqz/Aq\nSZIkSao8w6skSZIkqfIMr5IkSZKkyjO8SpIkSZIqz/AqSZIkSao8w6skSZIkqfIMr5IkSZKkyjO8\nSpIkSZIqz/AqSZIkSao8w6skSZIkqfIMr5IkSZKkyjO8SpIkSZIqz/AqSZIkSao8w6skSZIkqfK6\nN7qAiOgKXAx8BJgFHJGZTze2KkmSJElSlVSh8/oFYJXM/ATwHeD8BtcjSZIkSaqYKoTXAcBtAJn5\nILBDY8uRJEmSJFVNl+bm5oYWEBGXATdm5q3l/eeAzTKzaWHjX355RmMLlqRObN+hjzS6hMW6+dfb\n1X2ba6/dq0vdNypJkuquCp3X14Fere53XVRwlSRJkiStmKoQXv8CDAKIiJ2AJxpbjiRJkiSpahp+\ntmHgZmDPiBgPdAGGNLgeSZIkSVLFNDy8ZuYc4OhG1yFJkiRJqq4qTBuWJEmSJGmxDK+SJEmSpMoz\nvEqSJEmSKs/wKkmSJEmqPMOrJEmSJKnyDK+SJEmSpMozvEqSJEmSKs/wKkmSJEmqPMOrJEmSJKny\nDK+SJEmSpMozvEqSJEmSKs/wKkmSJEmqPMOrJEmSJKnyDK+SJEmSpMozvEqSJEmSKs/wKkmSJEmq\nPMOrJEmSJKnyDK+SJEmSpMozvEqSJEmSKs/wKkmSJEmqPMOrJEmSJKnyuje6AElSdZx827BGl7AE\nExpdgCRJahA7r5IkSZKkyjO8SpIkSZIqz/AqSZIkSao8w6skSZIkqfIMr5IkSZKkyjO8SpIkSZIq\nz/AqSZIkSao8w6skSZIkqfIMr5IkSZKkyjO8SpIkSZIqz/AqSZIkSao8w6skSZIkqfIMr5IkSZKk\nyjO8SpIkSZIqz/AqSZIkSao8w6skSZIkqfIqEV4jYt+IuKbRdUiSJEmSqql7owuIiJ8BnwH+1uha\nJEmSJEnVVIXO63hgeKOLkCRJkiRV13vWeY2Iw4Fvzbd4SGZeFxG7L+121l67V5e6FiZJmutz72aj\nS5AkSVqo9yy8ZuavgF+9V88nSZIkSeo8qjBtWJIkSZKkxTK8SpIkSZIqr0tzc3Oja5AkSZIkabHs\nvEqSJEmSKs/wKkmSJEmqPMOrJEmSJKny3rNL5TRSRNwDHJ2ZExtdS4uI6AZcB1yWmbeVy34G7AK8\nAZyUmQ9FxO+A9crV+gEPZuaBCxtbx9r6AY8Dj7RafFdmnr6I8ffQ4P0bEfsCX8zMg8v7ewHnAjOB\n2zLzzIg4DDisXGUV4KMU+7b//GM7sM7dgbuBAzPzulbLHwceyczDFrHq0mx7amautxTjLgAyMy8p\n758EHAS8DpyXmX+MiJ9S7B8o9tFrmbnTwsbWWm9HKWv8JrBpZr69lOv8DjgEGA38ruV3cr4x3wTW\ny8zvlPe/BpwITAeuyMxfRcR3gL3LVdYox6+3sLHL9CI7QEe+N8vtdOr9J0mSOt4KEV6rJiI+AFwJ\nbAxcVi77PBAUQep9wG3ADpl5YPn4mhRfLL+1qLF1LvOpzNy9ztvsEGWQ/wzwt/J+V4r9untm/jMi\nfhMRAzLzCuCKcsxFwK8pQtjCxt7fgSVPpAiA15W1fBjo2YHPR/k8awNXAZsDP2r13AcDO5bDxkfE\nXZn5zfLxHsD9wJGLGftmR9feTl8BfgccSPnfe0la/Z4t8FhErApcSvG6byyXvR84E/gY8BpwR0Tc\nmZnnAOeUY/4InLSYsVNqfoUdp+7vzRVs/0mSpA60QoXXiNgI+AVF120t4PTMvKXsLNwLbAs0A/tQ\nfFE6utWX2qllB2Ab4CcUU67XAI7NzPER8SzFF78EBgH9M/PViBgOrJ6ZP2pVyurAkcBJrZZtBdye\nmXOAaRExOyLWy8yp5eM/AH6emS9GxJLGdpiIOBvYjeL1/yQzbygfOr38kjmLooO1NUU38x2KbtYZ\nwBaZ+XZEnEOxr64GfkkR4tcCbs3M70XEFeX9tYDHgCcz86IywN+RmdvPV9Z44BbgqPL++4F/Z+Y/\ny/t/AQZQhDAiYgdg68w8JiLWWdzYDvIYsHlErJGZrwFfBX4LbFLWNwLYD+hB0WnajyI0DqXY76dR\ndOGHA92AP2Tm94GVI+KacjuvAAdk5rutnnd14PvAZ1st2xK4p6VDGRH/oPg9eLB8/BvAuMx8IiK+\ntISxDVd2D58BLgF+A1xRzgyYCGwBdAG+XN5e4P25iM2uQhH672g1ZjPgb5n5avm8/w3sBEwp7+9H\n8b66PSL6L25sxdTy3rwC+G1m/ldEbAn8ODM/12qbK9L+kyRJHWhFO+Z1C+D8zNwTGAEcUy7vDVyb\nmZ8E/pe2X+7ntzVwfGYOpAixQ8rlGwMHZ+axFF/2DiyXf43ii9tcmflYZv7PfNv9G7B3RPSIiM3K\n5+kJUAasTzOvi7TIsXW0VUTc0+rfhhHxWYqpmLsAewDfjYg1yvE3ZeangDHAyeWyVTJz18y8ehHP\nsTHFNOjPUATG4a0euyszd6boEB5SLjuYYt+2UU5xbH3Np5eB1SJii3J69iDa7p+RFH8MWJqxHeUm\nYN+I6ELRQR8Pc7vGawEDM3NXipDw8XKdf2fmAOAJ4DvArsD2QJ+IWJ0inI4sx/Sh+APMXJk5eSHT\ny58AdouIXhGxFrAz8953K1H8QeDHSxpbIUdQTMVPYFZEzO0SlzMJrqP47w9Lfn8CkJn/zsxx8y3+\nB7B1RKwbEatR/H623hcnM+89tqSxVdPe9+alwKHlukOBNlN6V8D9J0mSOkin7byWX+Znteo8NQMv\nAqdExOHl/R6tVnm0/Pk8Radgfl3Kn/8LfC8i3gJ6UUw7BZiWma+Ut38FXBcR9wFTM/OlJdWbmeMi\n4uPAXRTdj4cpumcABwDXZObspRhbLwtMG46IrwDbl50sKPZf3/L2feXP8UBL1yUXse2Wffkq8PGI\n2INiP67cakwClFN5Z5Td5q8A/29JhWdmc3mM3CXAv8ttTStfwxoUHeC7lzS2g11DMQvgn8CfW9U+\nJyLeAa6NiDeAjZj3Pm3Zn5tRdKPfKu9/CyAiXm01lXIqsNqSisjM/4mIUcCtwNPAQ8x7/QOB+zJz\n+lKMbbiyMz8IWCcivkER4EeUD99V/hxPMbMCFv3+XKLM/HdEfItiGuwLFMeHt7zHtqI4RvjpJY2t\nqPa+N+8BLiz/yLYX8/44sEidfP9JkqQO0pk7r1cCA8puwToUHbYzgKsy82sUx492aTW+eb713wbW\nB4iIvhTHlgJcCJyWmYdSdKJatjGnZcXMfI7i2KzvMl8XYlEiYnPg/8qOxrnAnHLaHhQh4talHNuR\nJgJ3l6H2U8D1FF9woejQQNENfLK8PafVum8D65fdnJYTAR1G8SX1K8D5FB3QBfYnRWfnFOCFzFza\nL62fpQjR+wEfoJiyCMWU5zuWcmyHKacp9wSOpZjeCkBEbAt8ITO/TDFltysLvseeAbaIiJXLdX4f\nERuy4Ht4iaI4Dvb9Zbf2OIpueMt/v/nfd4sbWwVfBX6VmXtl5t4Ux1juBaxN0aGG4iRnfy9vz1lw\nE0snIrpTTF3djWJmwBYUU85hwf22uLGV0973ZmY2l+N+RjHF/N0Ft9pWZ95/kiSp43Tm8Ho+xZTT\n+yjOTvkqcANFh+DPwJ4Ux0YuygTgtYh4iGL62uRy+W+AP5Tb2BzYYBHrX0oR5BY4a+kiPEcxLbgL\nlwAAAWtJREFUFfhBimNBR7R6LJgXEpc0tiONAd4oX/vDQHNmzigf+0LZkd2T8oQr8zkPGFv++3e5\n7E5gUESMp+j0/IOF78+by+225wyjL1B8wR0P3JmZLYFl/n25uLEd7Tpg48yc1GrZ08DMiJgA/Ili\ntkCbfZKZL1P80eLeiHiA4kyw/1tjDdOAzcrjCMcCJ7Z0+FlwXy1ubBUcQfH7AEB5IqkbgQ8Bh0XE\nvRR/pPjhsj5RZjZRHC/7MMXx8he2+sNKm/22hLFV1d735hXA/izl7+gKsP8kSVIH6NLc3O5mjZZC\neXKbbTLz1EbXsrwrj3O7F9ixPEmVtNSiApdy6uzKzv9VmfnpRtciSZI6r057zGsjRcRZFF3XfZY0\nVosXETtTnJH4uwZXqXoiYn+Ks1gf3uBSJElSJ2fnVZIkSZJUeZ35mFdJkiRJUidheJUkSZIkVZ7h\nVZIkSZJUeYZXSZIkSVLlGV4lSZIkSZX3/wE52M11SayUJwAAAABJRU5ErkJggg==\n", "text/plain": [ "" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "bars(name='v').update(plot='stacked', title='stacked')\n", "bars.show()" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "collapsed": true }, "outputs": [], "source": [ "psy.close('all')" ] } ], "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": "3.7.6" }, "supplementary_files": [ "demo.nc" ] }, "nbformat": 4, "nbformat_minor": 1 }