17-jupyter-logo.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Jupyter Logo"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As you may know we have an Jupyter logo, as an SVG. \n",
    "But as for the [Kilogram](http://en.wikipedia.org/wiki/Kilogram) that as a prototype kilogram that act a reference, we suffer from the fact that the logo does not have an abstract description that could explain how to construct it, which is bad. \n",
    "\n",
    "So with a little bit of reverse engeniering and Inkscape I was able to extract some geometric primitive to build the jupyter logo. \n",
    "\n",
    "Still work that need to be done, especailly for the gradient to get the endpoint and the colors.\n",
    "\n",
    "But this allow to do some nice things like plotting the logo in matplotlib :-)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "import numpy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "from matplotlib.patches import Circle, Wedge\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "def Jupyter(w=5, blueprint=False, ax=None, moons=True, steps=None, color='orange'):\n",
    "    ## x,y center and diameter of primitive circles, \n",
    "    ## than to Inkspace.\n",
    "    xyrs = numpy.array((\n",
    "            (315, 487, 406),\n",
    "            (315, 661, 630),\n",
    "            (315, 315, 630), \n",
    "            (178, 262, 32),\n",
    "            (146, 668, 20),\n",
    "            (453, 705, 27),\n",
    "    ))\n",
    "\n",
    "    center = (315,487)\n",
    "    xyrs[:,0] -= center[0]\n",
    "    xyrs[:,1] -= center[1]\n",
    "    if not ax:\n",
    "        fig,axes = plt.subplots()\n",
    "        fig.set_figheight(w)\n",
    "        fig.set_figwidth(w)\n",
    "    else:\n",
    "        axes = ax\n",
    "    axes.set_axis_bgcolor('white')\n",
    "    axes.set_aspect('equal')\n",
    "    axes.set_xlim(-256,256)\n",
    "    axes.set_ylim(-256,256)\n",
    "    t=-1\n",
    "    ec='white'\n",
    "    if blueprint:\n",
    "        ec = 'blue'\n",
    "        \n",
    "    for xyr in xyrs[:steps]:\n",
    "        xy,r= xyr[:2],xyr[2]\n",
    "        if r == 630:\n",
    "            fill=True;\n",
    "            c = 'white'\n",
    "        else:\n",
    "            fill=True\n",
    "            c=color\n",
    "\n",
    "        if r==630 :\n",
    "            a = 40\n",
    "            axes.add_artist(Wedge(xy,r/2,a+t*180, 180-a+t*180, fill=fill, color=c, width=145, ec=ec))\n",
    "            t = t+1\n",
    "        elif r==406 :\n",
    "            axes.add_artist(Circle(xy,r/2, fill=fill, color=c, ec=ec))\n",
    "        else:\n",
    "            if r<100 and moons:\n",
    "                axes.add_artist(Circle(xy,r/2, fill=fill, color='gray', ec=ec))\n",
    "        if blueprint:\n",
    "            axes.plot(xy[0],xy[1],'+b')\n",
    "    axes.xaxis.set_tick_params(color='white')\n",
    "    axes.yaxis.set_tick_params(color='white')\n",
    "    axes.xaxis.set_ticklabels('')\n",
    "    axes.yaxis.set_ticklabels('')\n",
    "\n",
    "    return axes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": [
       "iVBORw0KGgoAAAANSUhEUgAAAjwAAAI8CAYAAAD1D3GaAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n",
       "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3XeYXPV97/H3lG3SSqvehQoSIBASQlQLEAjbYMAEF4w7\n",
       "Lje5joOd3CSOc20n7rkpjg1xiXNzE9fYccM23WCqQfQmyUhIoN4b0vadOTNz//itqEKo7MyZOfN+\n",
       "Pc88u9LunvN9QDvzme+vpUqlEpIkSUmWjrsASZKkcjPwSJKkxDPwSJKkxDPwSJKkxDPwSJKkxDPw\n",
       "SJKk5CuVSq/6AEr19li4cGHsNfjw/1nSH/4/q72H/89q71Gv/89eLdNkeQ3u0yNJkmpBKpV61a85\n",
       "pCVJkhLPwCNJkhLPwCNJkhLPwCNJkhLPwCNJkhLPwCNJkhLPwCNJkhLPwCNJkhLPwCNJkhLPwCNJ\n",
       "khLPwCNJkhLPwCNJkhLPwCNJkhLPwCNJkhLPwCNJkhLPwCNJkhLPwCNJkhLPwCNJkhLPwCNJkhLP\n",
       "wCNJkhLPwCNJkhLPwCNJkhLPwCNJkhLPwCNJkhIvG3cBkiQdrlwuR6lUIpvNkk6nKZVKRFFEqVSi\n",
       "sbGRVCoVd4mqEgYeSVJNyeVypFIpli9fztq1a9m8eTO7d+8miiLS6TRtbW1MmDCByZMnc+KJJ5JO\n",
       "p2lqaoq7bMUsVSqVXv2LqVTpQF+XJKlS8vk8uVyOO++8kyVLlpDP51/zZ9LpNMceeyznnXcebW1t\n",
       "NDY2VqBSxSWVSlEqlfbb1jPwSJKqXj6fZ9myZdxyyy3kcrlD/vlUKsXrXvc6Fi5cSDabdagroQw8\n",
       "kqSalcvl+MUvfsHKlSuP+FpjxozhyiuvpLm5mXTadTtJY+CRJNWkfD7Pj3/8Y9asWTNg1xw+fDh/\n",
       "+Id/SHNzs52ehDlQ4DHeSpKqUi6X4+abbx7QsAPw3HPP8cMf/pAoigb0uqpuBh5JUtUpFAps2bKF\n",
       "xx9/vCzX37x5Mw8//PBhzQdSbTLwSJKqTrFY5Nprry3rPe644w76+vrKeg9VDwOPJKmqFItFVq1a\n",
       "RXt7e1nvUygUWLx4sV2eOmHgkSRVlSiKWLx4cUXu9cQTTzhxuU4YeCRJVaVYLLJp06aK3Ku3t5fN\n",
       "mzdX5F6Kl4FHklRVtm7dWtH7rV27lmKxWNF7qvIMPJKkqlEsFlm3bl1F77l582bn8dQBA48kqWoU\n",
       "CgU6Ozsres+urq6K3k/xMPBIkqpGqVSq+PCSw1n1wcAjSaoa6XS64ieae4J6fTDwSJKqRjabZcKE\n",
       "CRW95+jRo8lkMhW9pyrPwCNJqiqTJk2q6P2mTJlCQ0NDRe+pyjPwSJKqypAhQ2hpaanY/aZMmVKx\n",
       "eyk+Bh5JUlUpFovMmzevIveaOnWqc3jqhIFHklRVGhsbOfPMMyty5MOCBQsMPHXCwCNJqjqNjY2c\n",
       "dtppZb3HlClTmDJlimdp1QkDjySp6jQ2NrJo0SKGDx9elus3NDTwtre9zcnKdcTAI0mqStlslne9\n",
       "611lGXK67LLLaG5uHvDrqnoZeCRJVSmdTjN8+HCuvPLKAQs9qVSKyy67jBkzZtjdqTOpUqn06l9M\n",
       "pUoH+rokSeUWRRHt7e389Kc/Zdu2bYd9ndbWVt761rcyceJEJyonVCqVolQq7XdSloFHklT1SqUS\n",
       "URRx//33c++995LP5w/6Z1OpFHPnzuXCCy8km826q3KCGXgkSYmQy+UAWLJkCY888gjbt2/n1V6n\n",
       "hg0bxty5cznttNPIZDI0NTVVslTFwMAjSUqUQqFAFEVkMhl27drFjh07yOfzZLNZhg8fzpgxY4Dw\n",
       "Auhcnfph4JEkSYl3oMCTrXQxkhKmmA+PUgFKRaD/TVIqHR6kXnikeNGfS1AqvfD9lMLPv/gapCGd\n",
       "gVQW0o3gBnGSDpOBR9JLFSMo9IQAQwoyTSFw5J6Dvh3Qsxn6dkLfc+Hv8nsh6oB8B0Sd/R/3/bkL\n",
       "ijmg+EKYKRXDfVKp/kDUH4xSGcgOguwQaBjS/7H1RX9uhcYR0Dg8fGwZDy3jwufpxlfWnHGPFUkv\n",
       "MPBI9aZUCkGkFIVgANC1EbpWQ+da6FobQk3Plhc+5nbHWfFry7RA8zgYNAGax4ePLZOgdTq0ToXB\n",
       "U6FhKEQ9QAmygyHt059UT5zDIyVVMQ9Rd+icZJqgdxu0r4TnnoT230P709CxEnq3x11pZWRaYMgM\n",
       "GHIsDD0Whs+DtlkweEr4b1TohVQDNAyOu1JJh+mw5/AsXLiwPBVJGljFfOjaZFog3w7PPQ7b74Ln\n",
       "ngjBpmtd/3BPHSv0wJ6l4fFyTSNhyDHQdgKMPgtGnRk6Q4VeIB2G1iRVvQPlFjs8Uq0p5kLn5uXh\n",
       "Ztcj8Nxj0Lcr7gqTId0AbbNhxPz9hKCMnSCpCrksXaplhVzoTmSaQ8dm842w8wHDTRyeD0GnwPgL\n",
       "YOy5IXiWinaBpCpg4JFqSTEXJtdmmsPwy6brYNsdsOvh/hVPqiqDp8HY82DixTDm3P6J4KWwqkxS\n",
       "RRl4pGpWLIZl3Jlm2LsMNt0AW38Lux4y4NSi1qND52fCJTB2Yf/+QRmXyUsVYOCRqk0hB8W+MNl4\n",
       "469g/U9h213h75QsQ2fBpD+Aqe8OE6OLeYe/pDIx8EjVIOoK7/S7NsC6H8PGX4Y5OaofTaNhwkUw\n",
       "9T0w5qwQfBuG9G/AKOlIGXikuOTbId0Eux+BNT+EzTdA98a4q1I1SDfBuEVw1DtCByiVDROg3RBR\n",
       "OmwGHqmS9nVydj4Az3wbNt0YjlyQDmTEKTD9Spj63tDxybba+ZEOkYGnRhQKBfL5PKn+AxJLpRLZ\n",
       "bJZs1nd8Va/QG45s6HwWVv0rrP+JS8Z1eFIZGLsIZvwRTLgYSvlwLIak12TgqWLFYpEoitizZw9L\n",
       "ly5l8+bN7N27F4C2tjbGjx/P7NmzGTFiBNlslnTad3xVoxiFoJPfC8/+O6z5AXSujrsqJUlmEEy6\n",
       "FGZ8BEadHnbLzrrhofRqDDxVKpfLsXPnTq6//nq2bt16wO8dO3Ysl1xyCWPGjKGxsbFCFWq/8h1A\n",
       "Cdb8F6z+D9j9aNwVqR40jYYpV8DMPw7nf6WbnO8jvYyBpwrl83nuuusuFi9efEg/d/rpp3P++efT\n",
       "0NBQpsq0X8UoLBnvWAVP/QNsuNY9chSfYXPhuD+Hoy7v3+XZro8EBp6qk8/nuemmm3jiicNbkjx7\n",
       "9mwuvfRSQ08l5DvDxNH1P4EVX9v/wZNSXBqGwrQrYdYnoHFYGO5yorPqmIGniuTzeZYtW8Z11113\n",
       "RNe56KKLOOmkkww95VAqhpVWud2w/J9g9ffDTshSNRtzLhz/iXDMBSl3dlZdOlDgcQC4wvL5PDff\n",
       "fPMRX+fWW2/l+OOPN/AMpEIOKMDW20PQ2X5P3BVJB2/7XeHRMgFmfgSOuSrs7dMwJO7KpKpg77OC\n",
       "8vk8999/P/l8/oivFUUR9957L7mc80iOWNQDUTc8+x9w/TFw95sNO6pdPZthyd/CtWPhkY9B94b+\n",
       "ifZSfTPwVFAqleLxxx8fsOs98cQTZDKZAbte3Ym6whydp6+GXx8Fj3zUXZCVHMU8rPke/HoqPPAB\n",
       "aF9h8FFdc0irgnp6eujq6hqw6/X29tLR0cGwYcMG7Jp1Id8ZNnP7/d/Dqm+5C7KSrVQMqwo3XAtj\n",
       "z4e5X4Zhs8MxFk5wVh0x8FTQ9u3bB/yaW7duNfAcrHxHCDdLPhfe+XoyuerNttvh1tth5Gkw54sw\n",
       "+ixIN7qfj+qC/8orqK9v4F9gy3HNxMl3hhVXT/wVrP952K1Wqme7HoI7L4Chs2DOl2DChZBuBndy\n",
       "V4IZeCqoHDsku+vyAeQ7odgLj38ydHQMOtJLtS+He98Gw+bA/Gtg5KkeXaHEMvBU0JgxYwb8muPG\n",
       "jRvwa9a8qAdKESz7Iqz8ejjvStKr27MEbj8PRp8Np3wDWqdDQ2vcVUkDyv5lBQ0ePJjm5oHbDKyx\n",
       "sZGhQz1F+XmFvrC8fOU34FeTw146hh3p4O34Hdw8Fxa/BzrXhi6plBAGngoqFAqcdNJJA3a9OXPm\n",
       "UCg4TEMxCl2dtf8F1x0d5urk98ZdlVS7Nl0H1x8d9vHp3WHwUSIYeCqosbGRBQsWDMjeOel0mrPO\n",
       "Oss5PFEXbLkFbjoRHvww9B741HlJB6lUhDXfDd3SpZ8PqxwLLpJQ7TLwVFhTUxPnn3/+EV/nvPPO\n",
       "o6WlZQAqqlH5TuhaB3ddEnZG7nw27oqkZCr2wYqvhO7phl+EYWPPWFQNMvBUWENDA6eccgrHHXfc\n",
       "YV9j5syZnH766fXZ3SnkQldn2Rfguhnh7CBJ5de3I8ztueN86FjpMJdqjqelxySfz3PjjTfy5JNP\n",
       "HtLPzZ49m0svvbQ+Dw2NumDLbeEIiJ4tcVcj1a9UGmZ8BE76+7BxYaYp7ook4MCnpRt4YpTL5Vi/\n",
       "fj033ngje/bsOeD3Dh06lIsvvpipU6fWX2cn3xneXT7wQdh+d9zVSNqnaRSc/DWY/Nb+oyr2+zoj\n",
       "VYyBp4oVCgWKxSKbNm1i6dKlbNmyhb17wwqjoUOHMmHCBE444QQmT55MKpUim62jrZOKuXAA4pLP\n",
       "wtPXhL11JFWfkafBGd+FQZPdv0exMvDUiFwuR7FYfH4VV6FQIJ1O119HB0JXZ9cDcP/7Hb6SakEq\n",
       "DTM/Bid9uf+YiiNfjSodKgOPakcxF5a+PvxRWPvDuKuRdKhap8OCn8DQ4+z2qOIMPKoN+7o6i9/n\n",
       "fjpSTUvBMR+326OKM/CoutnVkZLJbo8qzMCj6mVXR0o4uz2qHAOPqk8hF3Zwtasj1Yd93Z624yBr\n",
       "t0flYeBRdYm6YM9S+N1bXYEl1ZUUzPorOPFvITso7mKUQAYeVY+oG5b/UzgaolSMuxpJcRh5Giy8\n",
       "DhraINMcdzVKEAOP4lfog6gT7nkL7Phd3NVIiltDG7zuRzDmHCc0a8AYeBSvqBN2PgT3vQP6dsVd\n",
       "jaRqMvMqmPcPHk2hAWHgUXyiblj6OVj+FcB/S5L2Y9hcOPcGaBwJ2Za4q1ENM/Co8gq9kNsD91wK\n",
       "ux6OuxpJ1S7bCmd8Bya8CbKD465GNcrAo8qKOmH7vXDfOyG/N+5qJNWS6R+EU75u6NFhMfCocqLu\n",
       "MHy19LNxVyKpVo2YD+f9BrJDIFOHhyfrsBl4VH6lEhS6YfF7YeOv4q5GUq1rHhdCz5AZ7tmjg2bg\n",
       "UXkV+iD3HNzxBti7LO5qJCVFugnO/C5MvMTdmXVQDDwqn6gL9j4Fd73JJeeSyuO4v4Q5n7fTo9dk\n",
       "4FF5RF2w9r/h4Y9AKYq7GklJNv6NcNbPITMY0um4q1GVMvBo4EXd8PgnYNW34q5EUr0YMhMW/Raa\n",
       "x3gkhfbLwKOBUyqGZed3vxm23xN3NZLqTcNQWHgDjDjZpet6BQOPBkYxCpsJ3r4wzNuRpDikG8I5\n",
       "XG5SqJc5UOBxIFQHp5CDnk1wy8mGHUnxKubh3nfAs98Jcwmlg2Dg0WuLeqB9Bdx8MnRviLsaSQJK\n",
       "8OjHYOkXDT06KA5p6cCiLtj5INx9CRR64q5Gkl5p2pVw6rdcti7n8OgwRV2w6XpY/D6XnUuqbuMv\n",
       "hLN/5gaFdc45PDp0URes+je4712GHUnVb8stcPv5kNsbVpNKL2OHR68UdcOSz8KKr8RdiSQdmqHH\n",
       "wuvvgcYRkM7GXY0qzCEtHbyoGx79M3j23+OuRJIOz6Cj4IIHoGm0oafOOKSlgxN1wyNXGXYk1bbu\n",
       "9fCb06B3e1jCLmHg0T5RdzgTa/V34q5Eko5c90b4zanQsxUKhh45pCUIYefB/wHrfhx3Jap2qQxk\n",
       "h4Tt/ff7GALpxvB9qTSQ7v88C+nMC5+TglIhTIgvFV70ebH/0f93USfk21/9UeyL+7+Iql3zuDC8\n",
       "1TwBMg1xV6Mycw6PXl3UDQ/9Eaz9r7grUSVlW2HQpBceTWOgcRg0jYTGkeHzhrb+ENMaTqjOtIT5\n",
       "EMV8eJQKwL7nh1T4WiobQg0pSKX6Q88hKJWA4gsfiy8KRPvuk0r3B6jGcP9CLxS6w8rCfAfk94Yj\n",
       "UHK7oW9X+JjfE97x73v0bn9R7Uq85nFwwUPQMi4cS6HEMvBo/6JuePijsOZ7cVeigdTQ9tIwM2gy\n",
       "DDkGWqdBy0RoHhUCQ6EndFNSWcg09geIBCoVoND3wlyOdGN40cs9B71boWs9dKyErrUvC0VbXd6c\n",
       "JC0TQuhpHutE5gQz8OiVom545GOw+j/jrkSHqmkkDD0ehh4Hg6fAkJn9YWYCNI0CUlDsDS/W6YbQ\n",
       "mTnUTks9KvSGYEQp/HdLN4Vhs+dD0TPQtRo6noX2p6BztYGo1gyaFEKPq7cSy8Cjl4q64LG/hGe+\n",
       "HXclOpCm0dB2PLSdAMNPhhHzYMiM8EJc6Ol/UW6BtGGmYgp9IRil0pBpCp2gPctg18Owd1k4WLfz\n",
       "2RcNwanqDDoKLnw4vDnwjUDiGHj0gnwXLP8HWPbFuCvRPs1jQ6hpOx5GnBzCTevR4R1ooTcMwXhG\n",
       "UHUr5kPXNJWGTDN0b4K9v4ddD70QhDqecdfyajH0WHjjg9DYFnclGmAGHgVRF6z5YVh+rsrLDIKR\n",
       "p8Dwk2BE/8fW6eFFstAXOjfZlrir1EAqRuH3LpUKQ4s9W0MA2vUw7FkCux4MXSJV3sjT4Pw7IDs4\n",
       "7ko0gAw8Cu8+t94G97wFV6dUSOt0GHUmjDkXxi4M822iboONXghC6cYwPLnrIdh6K+x8AHY/5nL7\n",
       "Shl/IZz9CzuoCWLgqXeFXtj9ONx+LhRzcVeTTJlBMPJUGPU6GP/GMDSVyoS5HNlW5wrote2bNJ1t\n",
       "CROjt90O238HO++H7g1xV5dc066EU79ppychDDz1rJALq0l+cxpEHXFXkxytR4fuzdjzYMxCGDw5\n",
       "dG8yLWEyq3SkikUodECqIXR8dj0EW24LAWj3o3aBBtLxfw2zP2PoSQADT70qFqBvG9w8r3+jNR2W\n",
       "VBZGnQFjzoFx+7o3qbAkuWFo3NWpnrykC7Qatt8J2+6CbXdA3864q6tt878OR3/Q0FPjDDz1qFQK\n",
       "u8veckro8OjQDJ4K4y+Ao94OoxaEocBMS9igT6oWxSIUOsNcoK71sOFa2HxjmAvkirBDlIKzfgYT\n",
       "LjT01DADTz2KuuC2s+G5x+OupDZkWmDsuTDxzTDxUmgcHkJjg098qiH7lsenG2DHvbD+57DlN+H0\n",
       "cL22dAMsuj3Mx8s0x12NDoOBp95E3XDfu2DTdXFXUt3ajofxb4KjLg9LxAu9YYJxOhN3ZdLAyHeG\n",
       "yfO5XbDxuvCcsP3u8G9d+9cwFC5aCi2T3NSzBhl46km+E5Z/BZZ9Pu5Kqk/DMBj3eph8WQg6+071\n",
       "dom46kGx//T5THNY+r7+p6H707487sqqz5CZcOGj0DAk7kp0iAw89SLqCXt53HNZ3JVUjxHzYcIl\n",
       "YS7OkJnhnW3DEJeJS1E3UAy/E5tvho2/gs23hJPnFbaXOPuX7tFTYww89aAYhTN8bp4XNjKrZ8Pm\n",
       "wtT3wLT3hcmH6UaXiksHUipCviP8nmz9LTz7n7DlZoe+Zn0CTvysk5hriIGnHuSeg5vm1O829W0n\n",
       "wJR3w/Qrw/k4qUZXVEmHK783/A5tuQVWfycMfdXrpqUL/jssZrDTUxMMPEkXdcMdb4Cdi+OupLKG\n",
       "HANT3w3TP9B/8nHWTo40kPZ1ftJZ2HQDrP5u6ADV05L3dBNc8BAMnQWZhrir0Wsw8CRZ1AWP/ik8\n",
       "+x9xV1IZrdNhyjth+oegZfwLp1NLKq9iMezWnsqE+T5rvgfb7gzHpyRd8zi4eBk0jYy7Er0GA09S\n",
       "RV2w+vvwyEfjrqS8Bh0FU66Aoz8MgyYDKVdWSXHat+IrlYL1vwjhZ8fvQkcoqUacAq+/26GtKmfg\n",
       "SaJiHvYsDWdkJfEdVvNYmPIuOPp/wJDpYRNAn2ik6lMsQKErPA+t+2kIPzvvj7uq8pj+ITjlX5zE\n",
       "XMUMPEmU2ws3ngA9m+KuZAClYNz5cNyfh0M5SwWfWKRaUozCKtHcLlj+NVjz/XDETZKc9TOYcLFd\n",
       "5ipl4EmaqBvuvRw23xR3JQOjeQxM/zAc+/HQxcm2uk+OVOuirvB7vOl6WHF1cro+2Va4ZDm0TAxD\n",
       "eqoqBp4kibrg2e/Aox+Lu5IjlIKxi0I3Z9x5DllJSVUshK5P3w5Y8VVY84Ow7L2WDZsLb1zsc1YV\n",
       "MvAkRbEA7SvglnlhDk8tahoNR38Ijv3T8E4pO9hujlQv8p3hrLqNvw5dn10Pxl3R4Zt5FZz0f6Ch\n",
       "Ne5K9CIGnqTId8BNc6FrTdyVHLqx5/V3c863myPVu+e7PtvD2X9r/wvy7XFXdegW3gjjFrk1RhUx\n",
       "8CRB1AX3fxA2/CzuSg5e0yiY/kE49s/C+VWZwZ4+LOml9p3ovvGX8PTVsOvhuCs6eA1t8Oanw6pS\n",
       "VQUDT62LumH9T+CBD8VdycEZfTbM+gsYf0HYl8NujqTXUozC2V29W2H5P8PaH4Q3etVu5Glw/p0+\n",
       "z1UJA08tKxWhcw3cNLu6D/JLZcKJ5Cd+PqxeyAyymyPp8OQ7w8dV34IVXwshqJrN+iSc+JkwL1Gx\n",
       "MvDUsqgbbj0jbDJYjbKDw+aAJ3wqjGM3DI27IklJUeiBEmG4a9kXw6KNqpQK520NnxcmZSs2Bp5a\n",
       "FXWF1u7Sz8ZdySs1j4Pj/hfM/OOwF4XvbCSVSzEfHrsehKWfg+33xF3RK7VOh4uWuFlqzAw8tahU\n",
       "hI5VcOPs6jqZeOixMPtvYdJbQtBxdYKkSikVQ9e7e0N4I7jhF9V1ftcxfwpzv+RS9RgZeGpRtQ1l\n",
       "DZ8Hc78MY86FdBbSDXFXJKme5TvCUvYlfwNrf1gle5M5tBU3A0+tqaahrNFnwdy/gxEnQ7rZX2JJ\n",
       "1SXfAcU+WPoFePb/hXk/cXJoK1YGnlpSLUNZ4y+Auf8Hhs4MK67cDVlSNct3hgOHl/8TrPx6vBsZ\n",
       "OrQVGwNPLYl7KGvyW0PQaRkfNguUpFoSdQElePqbsPwfIbc7hiIc2oqLgadWxDmUNfZ8OOUbMGii\n",
       "QUdS7Yt6+js+/wDLvwqF7sre36GtWBh4akGp1D+UdUJlh7KGnxyCzrATbb9KSp58F5Ry8MSnwhyf\n",
       "Sj6/OrRVcQaeWhB1w28Xwu5HKnO/ITNg3lfDYZ7pZndFlpRs+1Z1Pfa/YP3PCTsallkqDRf9Pmzn\n",
       "kdrva7AGmIGn2hX6wllZ919Z/ns1jwurrqa80+XlkupPvgO6N8EjV8G228t/P8/aqigDT7XLd8B1\n",
       "06BvV/nu0dAWjn845qpw7lWmqXz3kqRqF3XCc0vh0Y/B7kfLe6/X/RAmv93n3Qow8FSzfCc88Vew\n",
       "6l/Lc/10Exz7cZj9NyHo+C5DkoJiEYq9sO0OeOzPwzzKcmgaBZeudkFIBRh4qlWpBB1P909UHuDt\n",
       "0VMZmPZ+mPePYY6Ok+Ykaf/2ndW1/qfw5KegZ8vA32Pmn8BJf+9zcZkZeKpV1A23nwe7HhrY6076\n",
       "A5h/DTSO9JdLkg5WoS8sZV/1TVj2ZcjvHbhrp9Jw8VMw5BgnMJeRgacaFfpgw89h8XsH7pqjzoBT\n",
       "/y3s/2DQkaTDE/WE5evLvgArrh64peyjzoBFtzu1oIwMPNUo3wHXTYe+nUd+raaRcPLVYZdkf5Ek\n",
       "aWDkO8Nz9ANXwvZ7Buaar/tReK52AnNZGHiqTb4Tnvjr0DY9Iik4+g/h5K+E5eWZ5gEpT5L0IlEX\n",
       "bL45LGXv3XZk12oa3T+B2S58ORwo8Bxwt7mFCxeWp6J617cTnjnCVVnD58FFT8LJ/xxm/ht2JKk8\n",
       "soNh4pvhzc/AMR87ssOU+3bA0s+HN74acAfKLXZ4Ki3fCYvfDZuuP7yfb2iDef8EU9/jDsmSVGn5\n",
       "TujZFDaK3fXg4V0j3QSXbYDm0QNbmw6/w6My6Hz28MPO1PfAH6yFqe8Nc3UMO5JUWQ2tMGQmnH8H\n",
       "nPk9aBxx6Nco9sETnwxzOVUxdngqKeqCOy+EHfce2s+1HQ9nfBeGznLcV5KqRdQbwstjfwGr/5ND\n",
       "Op8rlYY3r4bWKWUrrx7Z4akGxSLsevjQwk52cFh9dcHD4VRzw44kVY9sMzS2wfyr4U2Pw7C5B/+z\n",
       "pSI8+nHn8lSQHZ5Kibrh1jNgz9KD+/7Jb4PTvg2ZQS41l6Rqt++YijXf7x+uaj+4n3vTkzB8Tnlr\n",
       "qyN2eOJWyIcljQcTdobMgNffE4awmkYZdiSpFqTT4fl62vvDXMsp7zq4n3vkqjDdQWVnh6cSoh64\n",
       "8XjoWvvq35PKhNPMj/9rSDdCOlux8iRJAyzfCXuXwX3vhK51B/7e8++E0ee4EGUA2OGJU6G/xXmg\n",
       "sDPkmDD+O+uv+ldfGXYkqaY1tMKI+XDRMpj+oQN/76N/GobDVFZ2eMot6obrpkHv9v18MQXHfhzm\n",
       "/l3YlyGdqXh5kqQyy3eGPXsWv+fVd2o++9qwuaFveI+IHZ64FPpg9Xf3H3YGTYY3LoY5X+rv6hh2\n",
       "JCmRGlph9FlwydNhQcr+LPkMFHOVravOGHjKqVSE3//dK/9+2gfg4qdg+HyXmktSPcg0hSXsZ34X\n",
       "zv4FNAx76df3PgU7F4fXDZWFgadcinnY+MuwBfk+zWPgvFvhlK+HoJNpiK8+SVLlZVth/EVw6TMw\n",
       "/o0v/dqTn4ZCTzx11QEDT7kU8+GAuH0mvxUuWQljzrGrI0n1LNsMTSPDvJ0zvhM2mQXY9RDs/X28\n",
       "tSWYgaccigXYdhd0rAxty7N+Dmd+P7QzM01xVydJqgbZwXDUO+DNq2D0gvB3T37a3ZfLxFVa5RB1\n",
       "wW1nh40DF/w4/KPONMddlSSpWkXd8Mz/hSf+Gi56AoYeF3dFNelAq7QMPAOtVIKdD0D7cphyxQut\n",
       "SkmSDiTqCqt6V34TTvwsNAyJu6KaY+CppKgbCt2egSVJOnSlYtiwtpgP0yB0SAw8lVQqQsqpUZKk\n",
       "I1Dog1TWPdoO0YECj1s6DqRSybAjSTpymabwmqIB46vzQErtN1RKknTofE0ZUAYeSZKUeAYeSZKU\n",
       "eAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYe\n",
       "SZKUeAYUPnq9AAAgAElEQVQeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKU\n",
       "eAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYe\n",
       "SZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKU\n",
       "eAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYe\n",
       "SZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKU\n",
       "eAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYe\n",
       "SZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKU\n",
       "eAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYeSZKUeAYe\n",
       "SZKUeAYeSZKUeAYeSZKUeAcMPAsXLqxUHZIkSUfkQLklVSqVXv2LqVTpQF+XJEmqFqlUilKplNrf\n",
       "1xzSkiRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfg\n",
       "kSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJ\n",
       "iWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfg\n",
       "kSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJ\n",
       "iWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfg\n",
       "kSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJ\n",
       "iWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfg\n",
       "kSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJ\n",
       "iWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSRJiWfgkSSpmpVKcVeQCAae\n",
       "gVIqQbEQdxWSpCQpFSGViruKRDDwDJRSCYp9EPXEXYkkKQkKvVDMxV1FYhh4Bko6HVL41lsh6oq7\n",
       "GklSrYq6oWcz7HoE0o1xV5MYBp6BVAL2LIHF74XcHij0xV2RJKmWRF2w7r/ht4tg5HxI+TI9UFKl\n",
       "A0yGSqVSpQN9XfuR74BfjofMIHjdD2DUAmhojbsqSVI1K/SGsHPfu2DrbXDqt2H6ByFjh+dQpFIp\n",
       "SqXSfic9GR0HWioNM/4n9O2AOy+ER/4E8p1QyMddmSSpGkVdsOkGuG5GCDtNo2Da+ww7A8zAM9Cy\n",
       "g+GET0G6Ifx5zffhxuNh9yMh+EiSBGHaQ24v3P9+uPdyyO8Jf3/cXwCuzBpoBp5ySDfB1Pe98Ofu\n",
       "DXDbAnjyU2EymsvXJam+5Tth+z1wwzGw4doX/j47BI65CrIt8dWWUAaecmhohTmff9lksxKs/Drc\n",
       "fBK0/x4iuz2SVHeK+RB2HvkY3PlG6N3+0q8f81H33SkTA0+5NLTBpLe88u87VsHNJ8NT/9jf7SlW\n",
       "vjZJUuXlO2H3Y3DjCbDmu6/8eroJjv9kmBqhAWfgKZeGITD3y/v/WqkAy74It54JXWvct0eSkqxY\n",
       "CG9wl/xNeN7vXr//75v+QUg1VLa2OmLgKaeWCTDuDa/+9T1LwoTmVf8afhkkScmS74T25XDLyfD0\n",
       "1YQN2/YjlYETP+s2JmVk4CmnA3V59inm4PFPwB2vh+5NBh9JSoJ9XZ0VX+mfu/n0gb//qMsdyioz\n",
       "Nx4st6gL7roEtt/12t+bGQRzvgAz/ziM5aYzZS9PkjTA8p1hvuYDV8Kepa/9/akMXLoaBh9V/toS\n",
       "zo0H45QdDKd84+C+t9ANj/8l3DLffXskqdYUesO+Oo9cFZ7HDybsAEz7ADSOKGtpssNTGflOuP99\n",
       "sPFXh/ZzU94Fp34T0s3uySBJ1apUDGFn/U/gsb+A3HMH/7OZZrhsIzSNLF99dcQOT9waWmH+NaFt\n",
       "eSjW/Rh+PRXWfM8l7JJUjfKdYX7ObxfCAx86tLADcMzHQ+hR2dnhqZR8Jzz6Z7D6Pw7v54fNhTO/\n",
       "B61HO4tfkuJW6AubCD7xSXjm26HLc6ga2uCyDWGBiwbEgTo8Bp5K6tsFv5oUWp+HJQXTPwTzvwrp\n",
       "Rt8VSFIc9h32+cjHwkHRh2veP8JMj5EYSA5pVYt0U2hfHrZS6BD9ehqs+0kY5jqcdxWSpEOX74TO\n",
       "1XDnhXDfO48s7DSPg5l/YtipIDs8lZbvgF9NhvzeI7/WyNPgzO9Dy0SHuSSpXAo5KOVhyefC5oGl\n",
       "6MivecZ/wpR3Q6bpyK+l59nhqSapLJzw6YG51q6Hwk7NT/7v8M6j0Dcw15UkBVEXbLkFrj8mbCI4\n",
       "EGFnyAw46p2GnQqzwxOHqBuunwk9mwfums1jwn4/Ey4Oy9jTZllJOmz5jtCJv/8DsO32gb32whtg\n",
       "/AWQzg7sdXX4HZ6FCxeWp6J6l87Cqd8a2Gv2bod73wG3nQ27HnDTQkk6HFFXWFr++F+F+ZIDHXbG\n",
       "LoKx5xp2yuRAucUOT1wO5ciJwzF2Uej4DJrkkkdJei1RD5QK8NTfw4qvhZ3vB1q6Ad68CgZPGfhr\n",
       "C3BZevXqXBuGtgZiTPjVTH47zL867PfgxGZJeqlCLjwHP/PvsOwLkNtdvnsd/9cw+9OQ9bm4XAw8\n",
       "1SrfGX7Blv9Tee+TysLRH4aT/g5STdDgibyS6lwxgmIuHPnzxCehe2N579cyAd680hPRy8zAU82i\n",
       "rv4JzFvKf69MCxz353DCXwMZ93+QVH9KRSj0wI77wu737csrc99zfgUT3hQ2jVXZGHiqWSEHm2+E\n",
       "3721cvdsHAGz/xZm/GE438ulkZLqQb4T2lfAox+DnQ9U7r5jzoVzb7C7UwEGnmoXdcFdF8H2eyp7\n",
       "30GTYO7fw+S3hsl0rhqQlET5DujdBo9+HDbfXNl7p7JhonLr1Mret04ZeGpB55qwsVU5JzC/mqGz\n",
       "YP7XYPRZYdgr5R4+khIg3wmFLnjsL2Dtj4AYXs9mfSJ01F00UhEGnlqQ74Rln4flX4mvhpGnw/x/\n",
       "gWHHQ3qQmxdKqk35zvDmcelnYdW3w+TkOLSMD90dh7IqxsBTK6IuuGlOOJwuTqPOhDlfglFnhAl2\n",
       "DnVJqgX5jjAhecnnYPV/QjHm43YW3QZjznGicgUZeGpFMYLnnoDfnEYsrdeXGzYH5nwRxr0hhJ50\n",
       "Q9wVSdIr5TvC7shLPgNrfxzP1ICXm/q+sKO+Q1kVZeCpJflOePIzsPKauCt5wZCZcOJnYdJbw/we\n",
       "V3VJqgb5jnAm4RP/O+ynUw1vFAGax4U9d9zlvuIMPLWmWoa2Xm7QpHDS+7T3hz9nB8Vbj6T6UyxA\n",
       "sTcsL3/yU7Dl1rgreiWHsmJj4Kk11Ta09XKNI+CYq8ImhqmMLVtJ5VfIhbOutt0edqjf9XDcFe2f\n",
       "Q1mxMvDUomoc2nq5dBNMe18Y7mpos30raeBF/Yd4rv0hPPUP1df5fjGHsmJn4KlV1Tq09QopmHgJ\n",
       "zPlCmO+TboZ0Ju6iJNWyfEc4BmLFV2HlN8p7qOdAcSgrdgaeWlUswHOPV+/Q1v6MPB1m/w2MWwSl\n",
       "kvN8JB28YiEsK+/bCb//Mqz5QfxLyw+WQ1lVwcBTy/KdsORv4Omr467k0DSPDSe0H/PxcEhpttUd\n",
       "nCXtX9QVnh82XQ8rroad98dd0aFpGQ+XPO1QVhUw8NS6qBtuPQP2LI27ksOQgnGvDxOcx57b3/Xx\n",
       "lHap7hULUOgO++es+Cqs+X74vNak0vCGxTB8HmQcyoqbgafWlUrQvRFunBXeCdWq5nHhhPZjroJM\n",
       "s10fqR493825CZ7+Guy4L+6KjsyJXwhv6Bo8PqIaGHiSIOqBTdfBfe+Mu5Ijl0qH3ZuP+/Mwwc+u\n",
       "j5RsxWI4xDO3J4Sc1d+rjUnIr2XMOXDuzc5VrCIGnqSIuuDhP4E134u7koHTMh6O3tf1aYKGoXFX\n",
       "JGmgRF1hr67NN8OKr8GO38Vd0cBpGgWXrICmkXFXohcx8CRJ1AW3zIf2p+OuZGCl0jD+gtD1Gb0g\n",
       "LEqz6yPVnn3dnHx7/9yc70HfrrirGmApOP+OcNCyR+1UFQNPkhSL0LUabjoRCr1xV1MeLRNgxh+F\n",
       "R3ZImAjovhZSdcu1hwOGt9wCT18D2++Ou6LymfVJOPEzYR6iqoqBJ2miblj33/Dgh+OupPyGz4Op\n",
       "74Vp74VMS5js7KntUnXIt4c3I9vuhGf/AzbfFPbRSbKRp8H5dzpvp0oZeJIo6oL7PwAbfh53JZUz\n",
       "8tSwudfUd4fQkxkE6WzcVUn1ZV/I2fG7EHI23VDbq0cPRUMbvPnpsM+YqpKBJ6nyHXDLydDxTNyV\n",
       "VFgqjJ1Pex9MuSJMiswM9jgLqVzyHeFNxs4H4dn/Bxt/DVFH3FVVWArOvSnsJ5ZpjrsYvQoDT1IV\n",
       "C9CzEW48sQ6ffPql0jD6LJh2JRz1dqAEmVbDj3Sk8p2hg7r70RByNvwK8nvirio+c74Ix/6ZR0dU\n",
       "OQNPkhV6YcdiuPMN4aC9epbKwJhzYfqVMOktUCqESc9pNzeUDsq+ZeR7lsIz/w4br03gCqvDMOkt\n",
       "8LofQNbNBaudgSfp8l3wzLfh8b+Mu5LqkcrCuPND52fCRaETlG6wFS29WLEYusOZZtizBFZ/Bzb8\n",
       "Anq3x11Z9Rg2B9642LBTIww89SDqggf/CNb9KO5KqlAqPGlNeFMY9mqbHTpjdn9Uj6IuIBUmH2+6\n",
       "PszH2X5X/Uw8PhRNo+DiZdA0BlL7fQ1VlTHw1IuoC357Lux+JO5Kqlu2FcaeB5Mug4kX9++lkXKZ\n",
       "qZKpGIXnhkwj7HwA1v8ctvwGOp+Nu7Lqlm4Ih4IOm+OhoDXEwFNP+nbBjbOhd2vcldSOITNg/IVw\n",
       "1OVhj41CX2hfu+RdtWrfqqqeLbDhl6GTs3MxFHNxV1Y7zvhPOOodDmXVGANPPSnkoWMF3HIqFPvi\n",
       "rqb2pJvCqq+Jl4QOUMu48A7ZlRmqZoUcFHvDXLVtd4UuztZbQ+DRoZv5JzDvHww7NcjAU2+i7rAZ\n",
       "2H1XxF1J7WuZCOPfCJPfBqNfFwJRKepf+u78H8Uk6g7/DtNN0L4izMPZfGMYzq731ZpHaszCsN+O\n",
       "Q9w1ycBTj6IuWHE1LPlM3JUky6DJYdPDMefA2EUw5GiIesIBgq4AUzkUCxB1hn9j+fYwD2frbbDz\n",
       "/rCyqpiPu8LkaDshrMhqGBp3JTpMBp56FXXB438Fq74VdyXJlW6CESfDqDNg3BvDHKBMS5gr4Sow\n",
       "HY6Xd2+2/jYc47DzAejdFnd1yTVoMrzpcWgcHoYGVZMMPPUs6ob73x/21lBlDJoEI88IrfFxi6B1\n",
       "RjhQMd0I2Za4q1M1eXH3Jrc3dG22/RZ29HdvSlHcFdaHxhHwpsfCELaLFWqagafeRV1w18Ww/e64\n",
       "K6lP6cZw6vuoM2H8G8LnTaOh0B2+nh0cdrdVskXdofOXaQ4T4TtWwrY7YPvvYNcDbvYXl8wguOAB\n",
       "GHJMCJ6qaQYehWWqt50V3jUqfpnm8ATbdnzYCHHUaTD0+HAKc6EbSvQvjTcI1ZyoK8yrybSElZId\n",
       "q2D3Y/Dc47D3Kdj7e+jbGXeVgrAj+6LbYNTp4f+Xap6BR1AqQe45uGU+dK2Nuxq9mnTjS4PQyFNh\n",
       "2AnQPC4Mi5VK7hFULfJdUOoPNoWelwWb30P7cs+hqnYLftK/+ajLz5PCwKOgWIDeLXDzPN9h1pp0\n",
       "Q5gL1HY8DJsNI06DtlnQPCaEpEJvOCw1lQkvwAaiI1Mqhv+mxRyQCkMdqUx409C5Jpwgvq9j0748\n",
       "/L1qy8lfhRl/ZNhJGAOPXlDMQccz8JvTPDsnKTKDYNDEMFl60CRomQRDj4HW6eHz5tEvdCFKhbAC\n",
       "JdMcglI9Khah2NO/nDsV/lukUqEb07MZutaFbk3XOujeAN0bw8M3Cclx3F/CnM8ZdhLIwKOXinph\n",
       "75Jw7lahJ+5qVAnppleGoiFHQ+vRYTlu08gQijJNIRQV8+Hj85vYpfpPnM+GoBT3JOtSKYT3UhQm\n",
       "ALPveSoVaks3hEcxCnOiog7o3hyGcztWQdd66Nn4QpixQ1M/ZvxPOPmfDTsJZeDRK0U98NwTcMei\n",
       "0LqX9skMChuvHejROCKEpMYR0DgMGtrCvkMNrWEiaCrN8yHp+c9TQLr/YyqEFoov+lgESv1/LoSP\n",
       "UX9YybdDfm8IJn27Qrcl337gR9QRQpu0z9Efhvn/4i7KCWbg0f5FPWEr+jve4LlbkpJt2pVw6rcM\n",
       "Owl3oMDjdpL1LNsCI+bDeTfX73wOSck39T2GHRl46l52EIw8Hc77TZjnIUlJMvW9cNr/NezIwCP6\n",
       "Q89pYQMuD8CUlBTTPwCn/ZthR4CBR/tkB8GIU2DRHe44Kqn2Hf1hOOWbhh09z8CjF2RbYPhJ8Pq7\n",
       "XLIpqXbN+AjMv8awo5dwlZZeKeqFrtXw24Vutiaptsz+LBz/Cd+01SmXpevQFXPh9ObbzvbsLUk1\n",
       "IAWnfRumvhuyrXEXo5gYeHR4ioWw2dvt53nKuqTqlW6Es34OYxdBg52dembg0eErlSDqhLvfDNvv\n",
       "jrsaSXqp7BBYdCsMm+OcHbnxoI5AKgUNQ+DcG2Hy2+KuRpJe0DwWLnw4LLYw7Og1GHh0cLKD4czv\n",
       "w8yPxl2JJIWDb9/0OAye5v5hOigOaenQRF3w9DXw5KfjrkRSvRo+D86/HbJDIZ2JuxpVEefwaGDl\n",
       "u2DzjXD/+z10VFJlTbwUFvzIZefaLwOPBl7UDZ3Pwh1vhN6tcVcjqR6c+DmY9Qnn6+hVGXhUHoU8\n",
       "RO1w54Ww+5G4q5GUVJlBcNZ/w9jz3GNHB2TgUXlF3fDgH8K6H8VdiaSkGTQZFv02fMx6zp8OzMCj\n",
       "8ou6YNW/wROfgFIx7mokJcHoBbDwhtDVSWfjrkY1wMCjysh3wa4H4Z7LIOqIuxpJtezo/+EBoDpk\n",
       "Bh5VTqEXerfBHa+HjmfirkZSrUll4JRvwLT3uRJLh8zAo8oqFqDQDQ98GDb8LO5qJNWKQZPgnF/D\n",
       "0GMNOzosBh7FI+qC9T+Fhz8aOj+S9GomXgKv+y/ItEC6Ie5qVKMMPIpP1A09m+HuS6D96birkVRt\n",
       "0g1w8tdg+gfs6uiIGXgUr2IRij3wyFWw+rtxVyOpWrROh4XXw+CpTk7WgDDwqDpEXbDpRnjwQ+Fz\n",
       "SfXrqHfA6f/RP4TleVgaGAYeVY+oB/p2wt0Xw56lcVcjqdIyzXDqv8JRlzuEpQFn4FF1KZWg0BNO\n",
       "XH/6GsB/Y1JdGDYHzr4WWsY7hKWyMPCoOuU7oX0F3HcFdK6OuxpJ5ZLKwuy/hVl/ETo8qXTcFSmh\n",
       "DDyqXsUCFHvhiU/Dyn/Bbo+UMMPmwFk/g0ETHcJS2Rl4VP3s9kjJYldHMTDwqDbY7ZGSwa6OYmLg\n",
       "UW2x2yPVJrs6ipmBR7VnX7dn6edgxdVQiuKuSNKBjDwVzvwhtEyEBrs6ioeBR7Ur3wl9O+CBD8D2\n",
       "e+KuRtLLNY2Ek6+GyW8Nmwim9vtaI1WEgUe1L+qCLbfBIx+Fni1xVyMplYYZH4GT/j6ch5Vpjrsi\n",
       "ycCjhCjmoJiHpZ+HFV9zmEuKy8jT4czv9Q9ftcZdjfQ8A4+SJd8Zjqd44IOw/a64q5HqR9NomH8N\n",
       "TPoDh69UlQw8SqaoC7beDg//MfRsjrsaKblSaZj5UZj7d5BuhExT3BVJ+2XgUXIVc1CMYNU3YdmX\n",
       "Ib837oqkZJn0B3DyNWFyssNXqnIGHiVf1BPm9Cz7Uti0sNAbd0VSbRtzDpzyDRg8zaCjmmHgUf2I\n",
       "ukLYefyTsOa7UCrEXZFUW4bNhVOugRGnuEuyao6BR/Un3wm53fDon8HGX8ZdjVT9Bk+Dk/8Zxl8A\n",
       "6WZIu0uyao+BR/Ur3wld6+CRq1zRJe1P8xiY8yWY+l5IZ8OeOlKNMvBIURfsXQ5LPg1bbo27Gil+\n",
       "gybB8Z+C6VeGVVhuHKgEMPBI++Q7whL2Jz8DG6+FUjHuiqTKGnIMnPg5mHwZkHaJuRLFwCO9XL4j\n",
       "LGFf8jlY+/2wg7OUZMNPhrlfgjHnOnSlxDLwSK8m3xH28vn9/4Fnvh2GvqQkGXsezP0yDJsD6RYn\n",
       "IyvRDDzSa4m6wvDW09fAyq9D7/a4K5IOXyoDEy+FOV+EwVPC8nKPgVAdMPBIByvqgRRhYvPyr8CO\n",
       "e+OuSDp4zeNg5kfgmKvCkFXD0LgrkirKwCMdqlIxdH36dsJT/wRrfwBRZ9xVSfs35hyY9QkY93oo\n",
       "lSDbEndFUiwMPNKRyHeGZbtrfwxPfw32/j7uiiTIDoHp7w9Bp3FE/7CV83NU3ww80kAoRmGCc/sK\n",
       "WP6PsOFXUOyLuyrVm2Fz4bg/haOuAIqQ9ZwraR8DjzTQ8u1hYujGX8Ez/w7b7wH8XVGZDJocdkKe\n",
       "+UfQNKr/6Ids3FVJVcfAI5VLsQiFzrCPz5rvwbPfgb3L4q5KSdAwDI56O8z8Y2ibFfK0c3OkAzLw\n",
       "SJVQzIXg07sdnvk3WPND6NkUd1WqJelGmHARzPgIjF0YhlEbHLKSDpaBR6q0fcvb9z4Fq78DG6+H\n",
       "7vVxV6VqlGmBcefDlHfCpMugWIBGl5NLh8PAI8Up6gLS4QyvdT8JZ3jtfgzn/NSx5jEw4RKY+h4Y\n",
       "/Too9EHDEFdZSUfIwCNVi0IOir1QKsDG62D9T2DrHa72qgdtJ4QOztR3QevRYfizYUjcVUmJYuCR\n",
       "qlGpGM7yyjSFHZ3X/RS23wkdz8RdmQZCw1AYfTZMvAQmv6V/n5wGTyeXysjAI9WCfFeY91PMwba7\n",
       "YfMNsO0u6Hw27sp0MBqGwuizYNwbwsTjwVOg0Bv2yUln4q5OqgsGHqkW5TvDgY+FPth+N2y6Abbf\n",
       "BZ2r465MEHY6HrMv4LwJBk8z4EgxM/BISbDviItCLzz3aOgC7X4Edj8azvxS+aQboW02jJgPY86G\n",
       "UWfAoClQ6DHgSFXEwCMlUTEXlr9nmiHqgOceNwQNhP2Fm33DU6lMmIsjqSoZeKR6UcxD1P1CCNqz\n",
       "DJ57Ihx42v40dKyE3m1xV1kdMoNgyAwYcgy0HQfD58GwOTD4KMONVKMOFHgOeBjLwoULy1ORpPJI\n",
       "N0BjW/g80wRjz4UxC0MIKuUh3RTmBXVtgPanQhhqXwHtK6FrLeR2x1n9wMu0wKCJMGRmCDbD5oRH\n",
       "6/SwJLzQ3X9kw+CXnk2VboytZEmH70C5xQ6PVM+Khf6NEUshIKWykNsDfduhexN0r4OO1dC7JWyc\n",
       "2LMlPHLPhb2E4pJtheax0DIeWiaEj4OOgtZp4aDNlnHQOCIEl0JPqDXTHB6SEsshLUmHrxiFIZ5S\n",
       "BKRCMEo3hhBR6A2BIuoOwSlqD3sL5faEUJTf0/+zRaAYAhZFKJXCBOxUpv9jOoSthjZoHN7/sS0s\n",
       "9c4ODo/MoBBYXnzvUiH8bLrJ/W0kGXgkxaxUAkovfKQEpPqPUkiFYTZJOkKHPYdHkgZEKkUINnEX\n",
       "IqleeVKdJElKPAOPJElKPAOPJElKPAOPJElKPCct6xUKhQL5fJ50Ok2qf/VMsVikVCrR2NhIOm1O\n",
       "liTVFgOPAOjr6yOVSrFhwwbWrVvH5s2b2bVrF/l8nlQqRWNjI2PGjGHixIlMnTqVsWPHAtDQ0BBz\n",
       "5ZIkvTb34alzuVyOjo4O7rvvPpYtW0Y+nz+onxs8eDDz58/n9NNPJ5vN0tjoVvySpHi58aBeIYoi\n",
       "oijiuuuuY/ny5Yd9nVQqxYIFCzjnnHPIZDIOd0mSYmPg0UvkcjnWrFnDr3/9a3p6egbkmqNGjeLy\n",
       "yy9n+PDhDnNJkmJh4NHzcrkc999/P3fdddeAXzuTyfDOd76To446yiEuSVLFHSjwOP5QR3K5HIsX\n",
       "Ly5L2IGwuutHP/oRGzZsOOi5QJIkVYKBp07k83lWrlzJ3XffXdb7lEolfvzjH9Pe3o7dQUlStTDw\n",
       "1Il8Ps8NN9xQkXsVCgV+9rOfEUVRRe4nSdJrMfDUgVwux7XXXktfX1/F7rlt2zYeeOABcrlcxe4p\n",
       "SdKrMfDUge3bt/Pss89W/L533323w1qSpKpg4Em4vr4+7r333ljuXSgUeOyxxxzakiTFzsCTcIVC\n",
       "gZUrV8Z2/4ceesgujyQpdgaehFu+fHmsgWPPnj20t7fHdn9JksDAk2h9fX1s2LAh7jLYuHFj3CVI\n",
       "kuqcgSfhtmzZEncJrF+/3tVakqRYGXgSrLGxkR07dsRdBjt27KBYLMZdhiSpjhl4EqxYLFbFhGGP\n",
       "mZAkxc3AI0mSEs/Ak2DpdJpUar+HxlZUQ0ND3CVIkuqcgSfBcrkco0aNirsMRo8eTTrtPzVJUnx8\n",
       "FUq4CRMmxF0CkydPprGxMe4yJEl1zMCTYE1NTUyaNCnuMpg8eXLcJUiS6pyBJ+FmzZoV6zyetrY2\n",
       "hg4dGtv9JUkCA0/iZbNZZs6cGdv9Tz311KqYOC1Jqm8GnoRrampiwYIFsdw7k8lwyimnkM1mY7m/\n",
       "JEn7GHjqwLhx45g2bVrF73vWWWfZ3ZEkVQUDTx1obGzkbW97W0VXSo0ePZoFCxa4OkuSVBUMPHWi\n",
       "sbGRiy66qCL3SqfTXH755Q5lSZKqhoGnTjQ0NDBr1qyyz+dJpVJcccUVtLW1OZwlSaoaBp460tjY\n",
       "yPI+fE8AAAGaSURBVDnnnMPZZ59dluun02muuOIKpk6d6lCWJKmqpA50mnYqlSpVw2nbGli5XI5V\n",
       "q1Zxww030NvbOyDXHDFiBG9/+9sZNWqUZ2dJkmKRSqUolUr7HV4w8NSpKIrI5/P88pe/ZNWqVYd9\n",
       "nVQqxemnn86iRYvIZDKemSVJio2BR68ql8uxZ88e7r33Xp566ikKhcJB/VxLSwvz5s3jjDPOoKmp\n",
       "ySEsSVLsDDx6TX19fQCsXbuWdevWsXnzZnbt2kU+nyeVStHY2MjYsWOZMGECU6dOZeLEiZRKJYOO\n",
       "JKlqGHh0SKIoIooiMpnM8yutisUixeL/b8+OcRiEoSgIOo2v5ftfKk5DCy1hmZFej/SbRf6OOadn\n",
       "KwD+kuABAPKugsevOgCQJ3gAgDzBAwDkCR4AIE/wAAB5ggcAyBM8AECe4AEA8gQPAJAneACAPMED\n",
       "AOQJHgAgT/AAAHmCBwDIEzwAQN/e+3RjjP22rbVu/wZzs/rc7Hlzs+ftrTc7a5rPETYAAFmetACA\n",
       "PMEDAOQJHgAgT/AAAHmCBwDI+wGMOjYxBKWffQAAAABJRU5ErkJggg==\n"
      ],
      "text/plain": [
       "<matplotlib.figure.Figure at 0x10b613518>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = Jupyter(10, blueprint=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "And lets make the outline apparent: "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": [
       "iVBORw0KGgoAAAANSUhEUgAAAjwAAAI8CAYAAAD1D3GaAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n",
       "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3XWYVHXj/vH3znaDSC/dSwvSsZQ0EgIiKCYqoigmmIiC\n",
       "gRggFkoIPIICCtIIS7f0klIunds5c35/nC/GT5rdORP367rmwgd259yCD3vvJ30Mw0BERETEk9ms\n",
       "DiAiIiKS21R4RERExOOp8IiIiIjHU+ERERERj6fCIyIiIh5PhUdEREQ8n2EYV3wBhre9mjZtankG\n",
       "vfRn5ukv/Zm530t/Zu738tY/syt1Gj+uQef0iIiIiDvw8fG54q9pSktEREQ8ngqPiIiIeDwVHhER\n",
       "EfF4KjwiIiLi8VR4RERExOOp8IiIiIjHU+ERERERj6fCIyIiIh5PhUdEREQ8ngqPiIiIeDwVHhER\n",
       "EfF4KjwiIiLi8VR4RERExOOp8IiIiIjHU+ERERERj6fCIyIiIh5PhUdEREQ8ngqPiIiIeDwVHhER\n",
       "EfF4KjwiIiLi8VR4RERExOOp8IiIiIjHU+ERERERj6fCIyIiIh7Pz+oAIiIiNyo+HmbMgDVrMtm0\n",
       "ySA+3o+sLBt+fgb582dTs6ZB/foBdOrkQ9WqVqcVV+BjGMaVf9HHx7jar4uIiDjT8uXw4YeZLF/u\n",
       "Q3T0bgoVOkzhwsfJl+88fn7Z2O02EhIiOXGiCCdPFmP37qqULWtj0KBAuncHm+Y1PJqPjw+GYfhc\n",
       "9tdUeERExNVdvAgDBmSxaFEmdesuo2rV7QQGZl3z8+x2G3v3VmDDhmYULRrJ998HUKqUEwKLJVR4\n",
       "RETEbW3YAJ06ZVGq1E6aNVtAYGDmDb+Hw+HD+vUNWLeuKWPH+nHffZf9mihuToVHRETc0sqV0KlT\n",
       "Jm3bzqBChX23/H6nThVg+vS+DB8eRL9+mt/yNCo8IiLidnbuhMaNs+jY8X+UKXMox9733Lm8TJny\n",
       "GN98E0TXrhrp8SQqPCIi4laysqBmzUzKlFnAHXdsyfH3j48vwsyZD7Jrlz+FCuX424tFrlZ4NJ4n\n",
       "IiIu59137TgcJ6hZM+fLDkBU1HGqVt3Io49mou/rvYMKj4iIuJRz5+Cjjxy0aTMTn1yccWrceCmb\n",
       "NmWwenXuPUNchwqPiIi4lO++c1Chwn4iIxNz9Tl+fnZq1lzDp5/e+K4vcT8qPCIi4jIMA0aPzqZG\n",
       "jTVOeV716ltZsMCH06ed8jixkAqPiIi4jMOHITnZQVTUMac8Lzg4nVKljrNypVMeJxZS4REREZex\n",
       "eTNERZ286bU7hw6VuOHPyZfvMBs3Om7ugeI2VHhERMRlbN7sIF++Izf9+YcPl7zhzylc+DgbNmgd\n",
       "j6dT4REREZdx+rSd0NBkpz4zNDSFs2ed+kixgJ/VAURERC6x2w18fG5seunQoRJ/jewsXx7z18+X\n",
       "LHmYUqWuPVpkszmw22/okeKGVHhERMRlhIbaOHky4IY+p1SpI/8qNs2aLb+hz8/MDCA4+IY+RdyQ\n",
       "prRERMRlVK7sx4ULRZz6zNOn81O5sq9TnynOp8IjIiIuo3ZtOHUq6qY/v2TJwzf8OWfPlqB+ff+b\n",
       "fqa4BxUeERFxGdWqwenT4aSm3twc0/Ws2fknw4CjR0tQp85NPU7ciAqPiIi4jKAg6NzZwdatNZ3y\n",
       "vEOHShIREUBN5zxOLKTCIyIiLmXgwAC2bauPw5GLN4f+n61bGzJwYECuXlIqrkGFR0REXEqdOlCq\n",
       "VACbNuXuPNPhwyU4caIE99+vtuMNVHhERMSl+PjApEkBrFrVnHPn8ubKMzIz/Zk/vxvffutPeHiu\n",
       "PEJcjAqPiIi4nHLl4M03/Zg9uxcZGTd2Ls+1OBywYEFnmjULomPHHH1rcWE+hmFc+Rd9fIyr/bqI\n",
       "iEhuMQx45JFsVq48zT33TCQo6Nbvu3I4fFiw4G58fCqxdGkAISE5EFRcho+PD4ZhXHaOUoVHRERc\n",
       "lt0OTzyRzYIFiXToMJ1ChU7d9HslJoaxYEFXbrutKPPmBWgqywOp8IiIiNsyDJgwweD557OpWXMt\n",
       "9eqtIiAg67o/3273Yfv26sTGtmHAAD/eeMOXgJydJRMXocIjIiJu79gx6N8/k2XLoGrV7VSrtokC\n",
       "BU5js/3365RhwIULedi5szrbttWhTBlfvvwyUOfteDgVHhER8RhHj8IXX9iZOjWbM2d8iYo6R968\n",
       "Z/D1zcLh8CMpKS/x8QUICIAOHXwYONCfGjWsTi3OoMIjIiIe6eJF+P13OHgQMjIgIAAKF4Zatcwf\n",
       "xbuo8IjILUlPhxMn4PhxOHkSLlyA5GRISoKkhCySErNISrCTnOwgKdEgKRmSkmwkp9jItvvgcFx6\n",
       "gcPwwTB8sNkMbD6G+aMNbDaDkGAH4WEOwsMNwsMgLNxGeIQv4RF+hEcGEBbuQ3g4RERAgQJQpIj5\n",
       "RS1vXnRSroio8IjIlZ0/D/v2mdMEx4/DiWPZnDiWxvF4OydO+nDidCApqX4UzneBwnnPUDjPcfKG\n",
       "nCU88AJhARcID0ogPCiJ8KAkwoKSCQ9O+ut/hwamEOCXic3mwObzfy+bAwDD8MFh2HA4bDgMG3aH\n",
       "L6mZISSlhZOUHk5SWjjJGWF//e/k9DCSMm4jKTMviem3cSqxMCcuFOL4udtIzwygcIE0Che0U6So\n",
       "D4WLBlI4KogiRaBoUShbFooXB19fi3+zRSRXqfCIeLm0NDhwwCw2+/Ya7Nudwr692ezdH0hWFpQr\n",
       "Gk+p/AcpHH6YwhGHKZL3OIXznPjrx9vCzrv0CEpqRjAnEwpx/EIRTlwsbP6YEMWJpNL8eb4kB06W\n",
       "5MzFCEoXT6NCBYPylUIpX9GP8uWhQgW4/XaNEIl4AhUeES/hcJjFZvNm2Lwxi+1bUtm335eTZwIp\n",
       "XfgU5Qvvo3z+bZQvuIsKhfdSvvA+CkSc9oov9qkZwRw4VZa9Jyqw72QF9p2pyb6Tldh7rAQGvpQv\n",
       "k06laH9q1Q2lVi2oUQMdSifiZm668MTExBixsbG5lUtEbsGlcrNpk1luNm9IYcv2YPKGJVKr1BZq\n",
       "F4+levGtVCi8lxK3H8HP1251ZJd1Nikf+06UZ1d8ZTYfbcTmo/XZdaQkpYunU6u2jVp1w/4qQaGh\n",
       "VqcVkSuJiYkhNjZWIzwi7uziRVi5ElbEZrJxXep/yk2tkpu4o9Tv3B5+zuqoHiEz25+df1Zh86Fa\n",
       "lylBvjRoEkpMDJQvr+kwEVehKS0RN5SQYBac2KWZLFuSxr4/gqhXYStNy86lTul1KjcWuFSCNh2q\n",
       "zao/WrMsLgY7wcQ0ddCsVRgxMeYCaRUgEWuo8Ii4gcREWLUKlv2WSexvaezeF0TdCjtoVm42MZWW\n",
       "cmfpjQT63/rliZJzDAMOnSnFsrhmxO5rz7K4GPANJKapQUxLswCVKaMCJOIsKjwiLsgwYM8emDPb\n",
       "weyZSWzdEUSd8juJKfcrzSotoU6ZDSo4bsYw4I9TZYjdHcOyfR1YFtcU/4AAOnT0pVOXIGJiIDDQ\n",
       "6pQinkuFR8RFZGfD6tUw++dMZv+cQVpKFp3u+JlO1acTUymWoIAMqyNKDjIM2H2sEnO23M3s7fex\n",
       "82h5WrXIolPXMNq1M7fDi0jOUeERsVBCAixcCLNnpjB/oS8l8/9Jp2r/o9Mds6hRYqumO7zI6YT8\n",
       "zNvajtk7evPbjkZUq5xJp67hdLrbRoUKVqcTcX8qPCJOlpQEs2bB1ImJrF4XSKNKm+hUbTIdav5K\n",
       "sXzxVscTF5CeGcjSuObM3tqDOVvuJizCj569gul9v5/Kj8hNUuERcYKsLFi0CCZPSGHeAl+aVFpH\n",
       "77pf0r7GXMKDk62OJy7MMGDTwdr8b31f/reuD1FRNvo8GMa9vWwULGh1OhH3ocLj4rKzYf58+O03\n",
       "O+vWZXHqlPlnVaCAQd26frRo4Uf79uDnZ3FQ+Q/DgPXrYfLEdKZPNyhb6A/61PmCHvWmacu43JRs\n",
       "uy9LdzVn8rp+zN7cnnp1sujzUASdO0NYmNXpRFybCo+Lstth9GgH77+fTWjoRUqW3EHhwseJjEwA\n",
       "IDExkhMnCnP4cBUSE2/jhRf8eO45m4qPC9i/H6Z8n83kSen4OhLoU+8b7qv/PWUKHrQ6mniQlPQQ\n",
       "Zv/eiSkbnmDVnrq0b2unz4OhtGqlb4BELkeFxwUdOgQ9emSSkHCWZs3mUKTIyat+/MmTBVm6tAMh\n",
       "IQWYPj2AcuWcFFT+kp0Nv/wCYz9NYudOg171p9Cn/rfUKrVZC48l151OyM/09T35fv2THE8oQb/H\n",
       "A3m0nx+FC1udTMR1qPC4mL17oUmTLGrUiKVevTXYbNf3eQ4HbNxYl40bW7BsmT9VquRuTjEdPw7j\n",
       "vs7m668yKJVvP/1j3qfrnTN1Ro5YZuvh6nwRO4jp67pzVysH/Z8JpUkTHXAoosLjQi5ehMqVs6hT\n",
       "Zx41amy9qffYvr0Kq1d3YudOf53jkUsMA5Yvh7GfJbN4iY1760/jyWYfU634DqujifwlITWCSav6\n",
       "MnbZi/gG56H/06H0ud9GRITVyUSsocLjQvr0yeKPP3bSps3sW3qfxYvbUbhwDX780T+HkgmYZ+Z8\n",
       "P8nB2NEp+GSep3+zD7m/4SQiQpKsjiZyRYYBsXExjI19kd92NuPee314ckAQVatanUzEuVR4XMTm\n",
       "zdC6dSr9+n1CYGDWLb1XZqYf33zzLD//HEqDBjkU0IsdPw6jRmby3bd2WlX9jf7NPqRJxRWaIhC3\n",
       "c+x8EcYtf4KvYwcQXdmPwW+E06yZprvEO6jwuIgHHsjixIkVNGq0Kkfeb+3aekRGNmPatIAceT9v\n",
       "dOAAfDAijZ9+Mnig0USebzNcBwOKR8jM9mfq6vt4b/4wIvPnYfDr4XTqxHWvGRRxRyo8LsBuh4iI\n",
       "bPr3/4SwsJQcec+0tCA+++wFLlzw1YWEN2jbNnjvnRSWLDF4svlonrnrI52bIx7J7rDx86bOjJj3\n",
       "Lmk+RXn51XB69QJ/zYaLB7pa4VHXd5I9eyAiIu26y86hQyWu+THBwencfnsSO3feajrvsWoVtG+d\n",
       "TLuWF6gV+DYHRxbm7W5DVHbEY/naHHSrM5ONb1bi025dmDhqPeVKpTBmtIPUVKvTiTiPCo+T7NoF\n",
       "hQqdvu6PP3y45HV9XIECJ9m16yZDeQnDMC/vbFw/iQfvPcHdxZ7njw8L80K7D3Tlg3gNHx9oWeU3\n",
       "fnupHtP6Nee3KUsoXSKV4e9kk6Q1+eIFVHicJDUV/P0zcvx9/f0z9F3aVaxbB80aJ/Nsv6M8Vfsx\n",
       "9owoRr/mXxMUkPN/FiLuom7ZDcx6pjVLX6xN3OLZlCudymefOsjQ/y3Eg+lwcicJCoLs7KsvLj50\n",
       "qMRfIzvLl8f89fMlSx6mVKkjl/2c7OwAgoJyKqXniIuDV19OZvOGdN66+2UeeHwifr52q2OJuJTo\n",
       "qN1Mfrwb245UY8jkT/l45J0MGxFKr17g62t1OpGcpcLjJJUqwalTBa76MaVKHflXsWnWbPk13/fM\n",
       "mUJUqnTL8TzG0aPw1mtp/PprNi+3G8bU90cTHJBudSwRl1a9xHbmPteMFbsb88rwMXwwvDQjPgyj\n",
       "XTttZxfPoSktJ4mOhgsXQklNzbnhmIyMAE6ejKBatRx7S7d17hw8/1wGNaulUjh5DPveL8bz7T5U\n",
       "2RG5AU0qrWT1q9UZ1qY3Lz11mCYNklmzxupUIjlDhcdJ/P2hQwc727fXuK6PL1ny8DU/Zvv2arRq\n",
       "ZSc4+BbDubHUVHh3WDYVyqaRtnsKO98tw7v3vESe0ASro4m4JR8fuLv2bLa/U4ZHqj1Nr65nuLt9\n",
       "MnFxVicTuTUqPE40cGAAW7Y0JCvr2pPjV1qzc0l2to3ff2/Es89656GDhgGzZkF0hRS2LVjAuter\n",
       "MvaBRyic9+q3zotriI1ranUEuQZfm4MHm05g73vFaJp3KDGNkhg0MIPERKuTidwcFR4natAA6tYN\n",
       "ZOXKFrf8XqtXN6NatWCaN8+BYG5m3z5o2yqZV589wvgHOjD9qY6ULfSH1bHkBsTujrE6glynoIAM\n",
       "BrUbyc53y5CwcwaVyqcy+XsDnUkr7kaFx4l8fOCbb/zZvbs2u3dXvOn32bevHNu31+W77wK8akFh\n",
       "SgoMeTmTBnVTaFXobbYNK0uzyrFWxxLxCgUiz/DtI7356ckWjHp7H00bJrN9u9WpRK6fdmk5WYEC\n",
       "sGCBPy1bdiU9fS41amy7odKyfXsVli7txPz5/hQpkns5XYlhwMyZMGhgCg1LL2b7O/0pkveE1bHk\n",
       "BsXGNf1rZGfozLf++vmYSrHERF97R6K4hvrl1rHxzWi+XvoELWPe477eAQx9J5DISKuTiVyd7tKy\n",
       "yM6d0K1bJoGBR2nefC5581686sdfvBjBsmXtSUoqyYwZAdS4vrXPbm/vXnj6yWSOHzrDmN4P6Quj\n",
       "h3hrxpu81W2o1THkFp1JvJ0hMz5m7vauvPdBMPc/4ONVo87ienR5qIvKyIBhw+yMGeMgKuoYpUrt\n",
       "oEiRE0RGmjuMEhIiOHGiCIcPV+bIkWI8/rgPQ4f6ecWurIwMeOftTL4Ym8WrHd9kQMtP8ffLtjqW\n",
       "5BAVHs+y/kAdnpo8geB8xRg3IYwKFaxOJN5KhcfFpabCjz/C4sWZbNzo4PRpXwwD8ue3U7u2jVat\n",
       "AujZE0JDrU7qHJs3w4N9kikVvo4v+z6g6SsPFBvXVKN1HsbusDF2ydMM/eVdBr8axLPP+eq0ZnE6\n",
       "FR5xCxkZMGxoJl9/mcGoe/vTu+FkDY+LuJk/TpXm4e+mkR1SkfHfh1G+vNWJxJtcrfBol5a4hM2b\n",
       "oXaNZLYvWcG2YeXp00hlR8QdlSl4kGUv1+HeSq/RoG4Koz6yY9c1duICNMIjlrq0VuerLzSqI+Jp\n",
       "NNojzqYRHnFJl0Z1ti3WqI6IJ/rnaE/Deil8PEqjPWIdjfCI09nt5qjO56M1qiPiLS6N9thDKzJl\n",
       "WhglSlidSDyRFi2Lyzh2DHr3TME3aQff9+uqHVgiXsTh8GHUgpf4cMEbfDUuhM6drU4knkZTWuIS\n",
       "5s+HWjVSaVl0JItebKiyI+JlbDaDF9q9z+xnmvHck6d4un866elWpxJvoREeyXVZWfDqKxn8b3Iy\n",
       "U/p1oUmllVZHEhGLXUyJ5NHxUzmY3IRpM8IoV87qROIJNMIjljl8GJo0SCZuxWq2vF1BZUdEAMgT\n",
       "msCPT7Xn0dqDaVA3lalT9M215C6N8EiumTkTnngslVfavcWzrUdis+m/JRH5r62Hq9Pzi19p1CIf\n",
       "n30e7DWnykvO06JlcaqMDHj+2XTm/XKRH57sRJ0yG62OJCIuLiktjP7fj2fz8bZMnxlKlSpWJxJ3\n",
       "pCktcZoTJyCmUTLHt8Ty+9CKKjsicl3Cg5OZ9Fh3Xmr+NM2apDBrltWJxNOo8EiO2bQJ6tRKpV2p\n",
       "Ucx4ui15QhOsjiQibsTHBx5sMp75g5ryzBPnePutTBwOq1OJp9CUluSIqVMMBj6dytd9+9Dlzp+t\n",
       "jiMibu7EhUJ0HbOQqIplmTA5ROt65LpoDY/kGrsdXhucwbTJF/jlmVZULb7T6kgi4iHSMwN5ctIE\n",
       "tpzuwC9zdTqzXJvW8EiuSEyEu9unsHb+dja8WUVlR0RyVFBABt890ou+dwyl3p2prNSpFnILVHjk\n",
       "puzfD/Vqp1CCH1j8YgNuDz9ndSQR8UA+PvBcm5FMeLgL93RO4puvtKhHbo6mtOSGLVkCve9NZejd\n",
       "L/JEi7FWxxERL7HvRDk6fbqElu0L8MnoIPz8rE4krkZreCTHTJnsYNDAZKb370jTSiusjiMiXiYh\n",
       "NYIeY38lqPAd/O/HUEJCrE4krkRreCRHjBqZzeDnz7P05foqOyJiiciQROY824KIlPnc1TyF8+et\n",
       "TiTuQoVHrskw4KXnMxk3+hirXr2DylFxVkcSES8W4JfFxEd7UDf/eJo0SCE+3upE4g5UeOSqsrLg\n",
       "wfvTWDlvDyuH3EHx2/+0OpKICDabwUe9nubB2sNoWC+F3butTiSuTmt45IpSUqBH1xR8zq9nev8O\n",
       "hASmWR1JROQ/Jq3sy0s/jeXnOSHUq2d1GrGS1vDIDTt3Dlo0TSF/5hxmPd1aZUdEXNYDjScy/qFu\n",
       "dGqXzLx5VqcRV6XCI/9x9Cg0qpdCTNRXjH+0F/5+2VZHEhG5qrY1FjDn2RY8fH8CEyforB75L01p\n",
       "yb/s3w8tYlJ5rsWbPNdmpNVxRERuyJ7jFWjz0QoGvXwbzzyrg3q8jc7hkeuyd69Zdt7q+CyPxnxj\n",
       "dRwRkZty5Exxmn+wjqeey8+gF1R6vIkKj1xTXBy0ap7Ku50H8GCT8VbHERG5JX+ei6LZe+vp93R+\n",
       "XnrF3+o44iRatCxXtXMntGyWyvvdnlDZERGPUCxfPMsH38m3n59k+DtZVscRF6ARHi+3a5dZdkb1\n",
       "eJReDf5ndRxxcdl2X5LSw0lMjSAx7b+vpPRwMrMDsDt8cRg2HA4bdsMXh+GHw/D9v5/3wzB8sNns\n",
       "+PpkY/OxY/Ox42vLxubjwObjwNdmx9dmJywomYjgxCu+Av0z8Lns93IiphMXCtH8g3Xc/1gRhrym\n",
       "kR5Ppyktuazdu801OyO79+O+BlOsjiNOlJQWRvz5qL9epxMLkJiWh8SMfOYrPQ+JaZFmkUkNIzE1\n",
       "lMSUYNIz/QgPzSIiLIuIcDsR4QYRERAR6UNEpB/hEX4EBvlis/ng6+eDzdeGzQa+vmCz8dc/Azgc\n",
       "f7/s9v/7Z7uB3e7AYTfIznaQkpxN4kU7iYl2EhMgIdGHxCQbiUl+JCQFAAYRoelEhKYSEZJCRHAS\n",
       "EcEJRARdJCLoPBGB54gIPE+e0ItE3Rb/16tAxGlsNv3d5i1OXChEzHsbeOSpQpre8nAqPPIflxYo\n",
       "D+/cnwcaT7Q6juQQw4CE1Mh/lZn488WITyjPnxdKEX++KPFnbifL7kexImlEFXEQVcyPAoUDiMwb\n",
       "YJaXq7xCQ3GpEZWMDEhMvMYrwc75sxkc+zOL+HiIPx5AQpI/hfNdICrfSaJuO0qxyH1E5T38r1JU\n",
       "KM9JfG3a3uwpjp0vQsx7G3jy2YJayOzBVHjkXw4cgGZNUnm749M81PQ7q+PIDTqblI+4+Gj2nKjI\n",
       "n+dKEJ9YjvgLpfjzXBHiz9yOj48PxYqkExXloFhxf6JKBBNVzEZUFH+98uRxreLibOnpcPw4ZgG6\n",
       "9DqSTvzRDOLjDeKP+3P2fCAFb0skKt9Jit12lKg8B4jKc5AyBf4gOiqO0gUOqhC5mT/PRRHz3gYG\n",
       "vphfW9Y9lAqP/OX4cWhYL4XBd71Av+ZfWh1HrsAw4ExifuKORbMrvjJxJ+8g7mRNdh0tS2Z2IJUr\n",
       "plGxkj8lSv+3zEREWJ3eM2Rl/bcU/Xk4gwP70onbbePkmUDKF40nuuhOogtspHLUTqKLxlGm4B/4\n",
       "+dqtji9XcORMcZq+t5GhI26n74Pat+NpVHgEgIsXoWnDFO6t9j6DOw6zOo5gFptTCQXNUnMsmriT\n",
       "d7DrxB3EHS2DAz8qV0wnunIAlauHEB0N0dFQuLB3j864ipQU2LPHPNJh144s4nakErfbxrGTQZQr\n",
       "eozooruILriBykXNIlS24AGdWu4i9hyvQMyI9Xw7KZL27a1OIzlJhUdIT4fWLVKoETmZT3o/oS+Y\n",
       "FkhJD2HTodpsPVKDXSdqE3eiBnF/lsZms1G5YgaVqwUSXTWY6GioXBkKFFCxcUepqeYaubg4iNuZ\n",
       "za7tKcTF+fDniWBKFz5pFqCCG6kStZ26ZddTLF+81ZG90voDdej4yVJmzwvVhaMeRIXHy9nt0KNr\n",
       "Kv7nFjP1iS7aneIEhgEHT5dm7f76rP0jhnWHmrLnzxJUjU6l1p2BVK4WTOXK5ohN/vxWpxVnSE//\n",
       "dxHa9nsK6zYEEOCbRv1yG6hfahH1yq7jjpK/ExSQYXVcrzB/axseGj+DZStCqFTJ6jSSE1R4vJhh\n",
       "wJP90jmwcQtzn4sh0D/T6kgeKSU9hI0H72Tt/gasPXwX6/bfQUCAL/Xr2anfOIz6DWzUrAlBQVYn\n",
       "FVdiGHDwIKxbB2tXpbN2dQZ79gdTteQf1C/9G/VKr6R+ubUUy/enRvtyyaSVfXl9zuesXhdKVJTV\n",
       "aeRWqfB4saFvZjJ76kGWvVyHiJAkq+N4BMOAP06VMUdvDjZj7cGm7DtWjOqVU6nXMJj6DQOpXx/9\n",
       "5Sk3JSUFNm+GtWscrF2ZxNr1/vj5ZFC//AbqlVxM/bJrqVVqs0aBctCHc19h4ubXWLk2lLx5rU4j\n",
       "t0KFx0t9OdbOyHdPsfq1mhSMPG11HLeVle3HugP1WLm3iTl6s+8OgoN9qF/PQb3GEdSvDzVrQmCg\n",
       "1UnFExkGHD4Ma9f+PQq0e18wVUoepF6pZTQoE0vzykvJH3HW6qhuyzDghR9Gs/7MQyxeFkpwsNWJ\n",
       "5Gap8HihmTMMBjxxkZVDalOm4EGr47idQ6dLsnB7axbuvodlOxtStnQmTZsHU79hAPXrQ9GiVicU\n",
       "b5aa+vco0OrlySxfFUDZwkdpEz2T1lXnUq/sOu0Iu0EOhw8PfPMjSWFtmPFLKH46psctqfB4mQ0b\n",
       "oH2bFBY+35g7Sm2xOo5bSM0IJnZ3DAt3dmTBzk5cTM1L67sM2nQIpVUrLSwW15aVZY4ALZyfxYK5\n",
       "qRw87E+zKqtoE/0TrasupET+o1ZHdAuZ2f50/OQ3yte7k9FjteDOHanweJHjx6FOrVQ+79WLu2vP\n",
       "tjqOyzIMiDsWzYJtbVmwuzvr9tagVo10WrcPo01bX6pXN+99EnFHp07B4sWw4NdkFi32JV/YOVpX\n",
       "nk2bqrNpWmk5wQHpVkd0WQmpEdR9ewfPvxrFY4/rLwF3o8LjJdLToWnDZDqVG8mrnYZaHcflXEjJ\n",
       "w5KdLVm4qzMLtrfFPzCANm19ad0umObNdUKxeCaHA7ZsgQXz7Sycm8yW7UE0qPg7baKn07rqQioV\n",
       "3a0dYP+ffSfK0Xj4Zn76OZzGja1OIzdChccLGAb07ZNG5pFF/O/JzvoLDPP3ZPOhWszb1oEFcfew\n",
       "80g5GtVPp02HcNq0tVGunA72E++TkABLl8KCX1NZsMCBYU+ndZX5tKnyM22qLSA0KNXqiC5h4fa7\n",
       "ePC7WazYzyrKAAAgAElEQVTbGEKJElankeulwuMFRn6QzdSv/2DVqzUJCUyzOo5lDAO2HanOtA29\n",
       "mb7xfmwBodzdJYDWbQNp3Fjn4Ij8k2GYhyEumO9g3uwk1m8KpE31JfS88zvaVp/v9VNfo+a/yKQt\n",
       "b7J6fSihoVankeuhwuPh5s2DR/teYP0b1bz2mPqdf1Zm+ob7mLaxL5lGJD3vDaBHrwBq1tQojsj1\n",
       "OnsWZs6EaZMT2LwlgPZ3LKBn7fG0rrbQKw8tNQx4aNwPpOTpyPSZIfq7xA2o8HiwPXugScNUZg1o\n",
       "RcMKa6yO41R7j5dn2vr7mLbxQRIzb6dHTz969grkzjtVckRu1alTMOMnB9OmJLFjlx+dav1Kz9oT\n",
       "aFlliVdteU/PDKTZ+xtod28lXn/T3+o4cg0qPB7qwgWoWyuFV1oN5OGm31odxyn+OFWa6evvZdqm\n",
       "hzmdVJju3W306BVE/fraVSWSW44dg59+NMvPvv2+dK79Mz3vnEiz6GX4+dqtjpfrTlwoRJ23d/LZ\n",
       "l/no0sXqNHI1KjweyOGAdnelUDFwEp/07m91nFx15Exxpq/vybTNj/DnuWJ06+ZDz/uCadQIfH2t\n",
       "TifiXY4ehenT7EyfmszhIz50qz2DnnUm0rjiSnxtDqvj5ZqNf9Sm3cfLWbYihCpVrE4jV6LC44GG\n",
       "v5PF/B92sOzlOh75HdbJiwX5YW0vpm1+lP0nStOls0HP3iHExKATUEVcxMGDZvmZNiWFU6fs3FN7\n",
       "OvfWnUj9cms9clp5/PKHGRn7GRu3hBISYnUauRwVHg+zahXcc3cCm96qTFS+Y1bHyTEOhw+/7WrB\n",
       "V8sH8duuZtzd0c69fUJp0QL8NXUu4tL27YNp/8tm8qQ0/B3n6Nf4Y+5vPIm8oRetjpZjDAMe+OZH\n",
       "Aku1Z9x4XbjlilR4PMi5c1CzWipf3Ned9jXnWR0nR5xKKMD4FY/wzYpniMgbwuNPhXFfb5sOAhRx\n",
       "Q4YBy5fD12NTmLfAxt215vB40088ZtQnKS2M2m/t5s33inJfbw/4F/IwKjwewjCgc4cUytrG81Gv\n",
       "p62Oc0scDh+WxjXnq+WDWLKzGd26GPTrH6IdViIe5MwZmDjBztdfpBHIGR5vMoo+Db8nT2iC1dFu\n",
       "ydbD1Wk1cg1r1odQrpzVaeSfVHg8xKef2JnyxR5WvVqTAL8sq+PclNMJ+Zmw8mG+XjGQ0MgwHu8f\n",
       "Su8+NiIjrU4mIrnFMCA2Fr76PJkFC33pcucvPN70E+qWXe+23+CMXTKAcZtGsHZjGIGBVqeRS1R4\n",
       "PMCmTdDuriTWvVGd0gUOWR3nhhgGLItrxlfLB7Foewu6dDZ4/KkQ6tTRaI6Itzl9+u9RnxDbaR5v\n",
       "MpLeDacQGZJodbQbYhjQ/fO5FKnZnM8+1xHurkKFx80lJECt6imMuPshutf90eo41+1M4u1MXPkQ\n",
       "X694lqDw8L9Gc/LksTqZiFjN4YBly8xRn8VLfOl65ywej/mEO0tvdJtvhC6mRFLzjb18/EVBOne2\n",
       "Oo2ACo9bMwzo1SOVvInT+KLvw1bHuSbDgJV7GvNF7PPM39aazp0cPP5UCPXqaTRHRC7v1CmY8F02\n",
       "X3+ZTkTASfo1/oj7G31PWFCK1dGuaf2BOnT6bBkbNuuSUVegwuPGJox3MGrYIda/UcWlL/LLtvvy\n",
       "04Z7GLlwKMmOojz1TAh97reRN6/VyUTEXTgc5k3uX4xOZsUK6BczlgEtP6Zw3pNWR7uqkfNe5ucD\n",
       "r7F8dZgOQ7WYCo+bio+HO6qnsuTFelQrvsPqOJeVnB7Kt7GP8vHiIRQvGcSLQyJo317XPIjIrfnj\n",
       "D/jkozSmTIEutWfxQpthVCq6x+pYl+Vw+NDs/Q10fqgmzw1S47GSCo8bMgzz6ogGeT/i9c5vWh3n\n",
       "P05cKMSYJc/xdeyTxMT48MIrYdSta3UqEfE0587B2DFZfD4miztLreeF1m/RpOIKl5si/+NUaeoN\n",
       "287qdaGUL291Gu+lwuOGxn/nYPSI/ax/vYpL3Uy853gFPpz/BrM2deG++3x47oUgypSxOpWIeLq0\n",
       "NPh+koOPPkgl0v9PXrjrTbrVmeFS93eNXjSQH3a/w4o1mtqyigqPm3HFqazfD9Vk+Nx3WbE3hgFP\n",
       "+9F/gD+33251KhHxNg4HzJkD772TxLmTibzS9nX6NJrsEmeTXZrauvvBmgx6Xo3HCio8bsTVprJW\n",
       "7mnE8LnD2XH8Dl54KYjH+vkSGmp1KhHxdpeusBg+NIk9cRm82PZtHmk6jpDANEtz/XGqNHXf3s6a\n",
       "9ZrasoIKjxtxhaksw4CF21vz7twRHE8qxyuvhvBAX5tOExURl7RxI4wYlsya1XYGtvqQ/i1HW3qQ\n",
       "oaa2rKPC4yasnsoyDJi5sSvvzh1Bll9hhrwRTvfu4Ofn9CgiIjds1y54750U5s83eKL55zzX+gPy\n",
       "hZ93eg5NbVlHhccNWD2VtWRnC175aQxGcFHeHBZOhw7aWi4i7ungQXh/eBozZ9h5rvX7DLxrFKFB\n",
       "qU7NcGlqa/W6UCpUcOqjvZoKjxuYNNHg42H72fBGZadOZW0+dAev/DSGwxer8u77Ydxzj4qOiHiG\n",
       "/fvhtVdSWLUik9c7DuGRmHFO/ft19KKBTN9rTm252jZ6T6XC4+IuXoRK5VOZ/XRT7iyzySnP3H+y\n",
       "LK/NHMXK/S14480gHnnMhr+/Ux4tIuJUmzfD4BeTOLw/kXe6PMc9dX7CZsv9r212h426b+/imVcr\n",
       "8EBfNR5nUOFxcQMHZJC2dxpfP9Q315914kIh3v5lOD9uvJdBz/sx8Dl/7boSEa+wZAm88kISpB7j\n",
       "vXsG0LLKb7n+zPUH6tB5zDL27A8hMjLXH+f1VHhc2Pbt0DImibgRpbg9/FyuPediSiQfzhvCl8sG\n",
       "8NBDvgx+LZB8+XLtcSIiLsnhgBkz4NWXkykRuYMR3Z6mdunNufrMR7+bTFile/hktLa65jYVHhdl\n",
       "GNCkQTK9o1/iiRZf5Moz0jMDGbP4GT6Y/zodOvjy1jshFC+eK48SEXEbWVnw3TgHbw9Np2GZpbzT\n",
       "dRDlC+/PlWedSbydykMO8tvycKpWzZVHyP+5WuHR8lQLTZlskHo2nseafZXj751t9+W72Ico/3I8\n",
       "qxLeYNnKcL6bpLIjIgLg7w+PP2lj3x8h1GzXmobvbuWJCeM5fqFwjj8rf8RZ3uo8mKceT0ZjCNZR\n",
       "4bFIQgK89EIaY+/vm6N3wRgG/Lzpbqq9/gcTdn7GD7Nu5+dfw6hcOcceISLiMUJDYfCr/uzZH0J4\n",
       "1V5UffUAQ378gIspObvg5vHmX5B85hhTp6jxWEVTWhZ57pkMkuJ+YtzDfXLsPdfur8fz074imdK8\n",
       "NzKMtm3RVkgRkRvw55/w1mtpzJmTzcvt3uaZuz7Jsa3sa/fX454vfmP3vhAiInLkLeX/ozU8LmbH\n",
       "DmjRNIldw0uTP+LsLb/f2aR8vPLjJ8zb0ZX3Pgyhd290nLmIyC2Ii4PnByZzdP9Zxt7fl6aVVuTI\n",
       "+z787VTyVu3KR59oAXNuUOFxIYYBzRon06P8K/Rv+fktvZfD4cO42Md4beZI7uvtz9B3grTtUUQk\n",
       "hxgGzJoFzz6dQtNy8/mwxwAK5Tl1S+95OiE/lYccZPnqMKKjcyio/OWmFy03bdo0dxJ5sblz4eyx\n",
       "szze/NZ2Zf1+qCYN3t3GhO0fsWhpOJ+MVtkREclJPj7QtSvE7Q2lSO2OVH31AGMWPY3dcfPLXwtE\n",
       "nmFw+6EMfjE5B5PKJVfrLRrhcSK7HWpUSebddvfRqdacm3qPiymRvDbjQ37a3JvhI4J48GGbroIQ\n",
       "EXGCuDjo3y+ZxFPHGNunL/XKrb+p90nPDKTCK3/yv5n5adAgh0N6OW1LdxFTp0KE7Q863nHjZccw\n",
       "YPKq3lQafJisqD7s2hPCw4+q7IiIOEt0NCxbGcbzb5aj69il9Bs/kXNJt93w+wQFZPDW3S/zygtJ\n",
       "2qbuRPpy6SQZGfDGkBTe6zbghndO7YqPptn7Gxi16kt+npuHr8YF65RkEREL+PhA7z424vaGEFS+\n",
       "B5WHHOTb2EdwOG7sL/YHGk/k3PHzzJuXS0HlP1R4nOSrLx1EF9pI44qrrvtzktNDefGHT4h5byPd\n",
       "+93Bxi1h1K2biyFFROS65MkDn30exPwlkXzz+yc0Gr6FrYerX/fn+9ocDO/6DINfTMaRc0exyVWo\n",
       "8DhBUhIMfyedEd2eua6PNwz4aX03ogcf5lTYY+zcHcJTA3y11VxExMXUrAlrNoTx8LNVaT1qDQMn\n",
       "f0FC6vUdstOp1mzCOMjUqbkcUgAVHqcYNTKLltHzqVZ8xzU/dv/JsrQdtYK3Fk5g8o+3M2lqCAUL\n",
       "OiGkiIjcFJsNHu1nY9eeEFILPkClwYeZurrXNdfn+PjAe90G8PrgFDIznZPVm2mXVi47fRoqlU9j\n",
       "01vRlCpw+Iofl2335YO5Qxi18BVeGRzAwOf88Pd3Xk4REckZa9eau7lus+3k24fvpWT+I1f9+PYf\n",
       "L6PN/U14+hmNQdwqHTxooWefTsfxx0Q+6/PEFT9m7/Hy9B33E+GFS/HtxDBd8Cki4uays+GjD7MY\n",
       "+UEG73cfyENNv7vihpVtR6rRetRa9h8MITzcuTk9jQqPRY4dg6rRqex+rxQFI0//59cdDh/GLH6G\n",
       "t2cPZ+iwQJ7s76tt5iIiHmTHDri/VzLFgtfzzUO9r3hSc+8vZ1KldUcGv+rn5ISeRYXHIs8/l4Fj\n",
       "37d83Pup//za0bPFeOjb6aQFVmHilDDKlbMgoIiI5LrMTHj7zQzGfZ3OmD6PcE/dGf/5mF3x0bT4\n",
       "cCOHjoYQHGxBSA+hgwctcO4cjP/OwfNthv/r5w0DJix/kFpvxtGqZy1WrlXZERHxZAEB8M6IQH6Z\n",
       "F8mrv06g95czuJCS518fUzkqjnpl1vDdt9qjnltUeHLJmM+y6FJ7FlH5jv31c6cSCtD5s0V8vGo0\n",
       "S2LDeGWIv7aai4h4ibp1YcuOMPJVbUe11w6wcPtd//r1we1e5cP30sjKsiigh1PhyQXJyfD5mCxe\n",
       "ajv0r5+bsaEr1V/bR+WYJmz4PYzq138+lYiIeIiQEPPAwglT89Fv8kyemDCe5PRQAOqW3UDpfLv4\n",
       "4QeLQ3ooFZ5c8M3XdppWjKVCkX1cSMlDn69+4pVfJjHr10iGvx9IYKDVCUVExEotWsD2XaFkFOxB\n",
       "9df3s2pvQ8Ac5RkxTKcv5wYVnhyWkQEffZjO4HavsWh7K6q9doA80e3ZujOU+vWtTiciIq4iMhLG\n",
       "fx/CqLGF6f7FIl764WMalV9JCPHMnm11Os+jXVo57NtxBlNHr6NCod38urMn300MpWVLq1OJiIgr\n",
       "O3MGnng0hb3bT9O3/uf8tPdN1m0Kv+HLpr2dtqU7id0OJYul4mNPpVmrED4dE0KePNf+PBEREcOA\n",
       "KZMdDHo2HRtZfP9DJK1aWZ3KvajwOIFhwAMPwJzZDsZPsNGli9WJRETEHcXHQ59eGezd78eWrb4U\n",
       "KmR1Ivehc3hy2cWL0KULbN9msH2Hyo6IiNy8qCj4LTaQhx+2UaMGrFhhdSLPoMJzi7ZsgVq1zP9A\n",
       "N27y0T1YIiJyy3x94d3hPkyYAD16wAcfcM3b1+XqNKV1kwwDvv0WBg+G0aPh3nutTiQiIp7o6FGz\n",
       "9BQsCBMnorWhV6EprRyWmgoPPwwff2wONarsiIhIbile3PxaU6KEOaOwZYvVidyTCs8N2r8f6teH\n",
       "rCzYsAEqVbI6kYiIeLqAAPjsMxg+HO66C8aN0xTXjVLhuQEzZkDDhvDkk/D99xAaanUiERHxJj17\n",
       "wsqV5gzDww+bMw5yfVR4rkNWFgwaBC+8AHPnwhNPoMOgRETEEhUrmjMMWVnmjMP+/VYncg8qPNdw\n",
       "7Bg0awb79sHmzXDnnVYnEhERbxcaas40PPmkOfMwY4bViVyfCs9V/PYb1K4N7drB7Nlw221WJxIR\n",
       "ETH5+JgzDvPmmTMQgwaZoz5yedqWfhkOh7kwbOxYmDwZmje3OpGIiMiVnT9vnvZ/4QJMnw5Fi1qd\n",
       "yBraln4DkpOhc2dYsAA2blTZERER13fbbeZMRPv25szEmjVWJ3I9Kjz/cOwYNG4MBQrAsmXe25BF\n",
       "RMT92GwwZAh89535jfu0aVYnci0qPP9n61aoV888RPCbb8Df3+pEIiIiN65tW1i8GF580Vye4YUr\n",
       "Uy5La3iAX3+Fhx6CL76Ae+6xOo2IiMitO34cOnaEatXgq6/Mwws9ndbwXMXo0dCvH8yZo7IjIiKe\n",
       "o0gR80qK8+ehTRtzQbM389rCY7fDwIHmqM7q1eZ0loiIiCcJDYWZM6FGDWjQAA4etDqRdfysDmCF\n",
       "5GTo1QvS0syV7Lp5VkREPJWvL4waBWXLmocUzpxpntDsbbxuhOfYMWjSBAoWhPnzVXZERMQ79O8P\n",
       "334LnTp55w4uryo8W7earbZHD+3EEhER79OuHSxZ4p07uLxml9bcufDgg+bpyd27W51GRETEOseP\n",
       "Q4cO5tqeL7/0nB1cXr9La8wYePRR8xRKlR0REfF2l3ZwnT1rntvjDTu4PLrw2O3w7LPw+efmTixv\n",
       "XKQlIiJyOWFhMGsWVK3qHTu4PLbwpKdDt26wY4e5E6t0aasTiYiIuBZfX/jkE3jqKXMH16ZNVifK\n",
       "PR5ZeFJSzLnJoCBzJ1bevFYnEhERcV0DBphredq1M2dEPJHHFZ6EBGjdGooXhylTPGchloiISG66\n",
       "+26YPNm8ePS336xOk/M8qvCcOwctWpirzseNM4fqRERE5PrcdRfMmGEezvvrr1anyVkeU3hOnoSY\n",
       "GLPwjB4NNo/5NxMREXGeJk3MsvPII/Djj1anyTkecbVEfLxZdHr3htdfB5/L7sAXERGR61GnDixa\n",
       "ZF46mpYGDzxgdaJb5/aF5+BBaNnSXGH+/PNWpxEREfEM1avD0qXmNFdqKjzxhNWJbo1bF549e6BV\n",
       "Kxg82LwjRERERHJOpUoQG2sOLKSmwqBBVie6eW5beLZvN4faRoyAvn2tTiMiIuKZypQxT2Vu0cI8\n",
       "9uW119xz6YhbFp4NG6BjR3Nxco8eVqcRERHxbMWKmaWnVSuz9IwY4X6lx+0uD1250jxB+dtvzdIj\n",
       "IiIiznHunHnWXf368Omnrrcj2mMuD128GLp2NQ8UVNkRERFxrnz5zEMJf//dvJTbbrc60fVzm8Iz\n",
       "Z4657XzmTHNITURERJwvMhIWLoQjR6BPH8jKsjrR9XGLwjNrltkk586Fxo2tTiMiIuLdwsLMwwkT\n",
       "E821tO5Qelx+Dc+iRWaDXLAA7rjD0igiIiLyD5mZ5t1b+fLBxInWr+lx2zU8a9aY01gzZqjsiIiI\n",
       "uJqAAPjpJzh8GJ55Blxsn9O/uGzh2bYNunSB77/XNJaIiIirCgkxp7fWrIE33rA6zZW55Dk8+/dD\n",
       "27YwZox5uKCIiIi4rksLmZs0Mf/5hResTvRfLld4/vzT3IU1bBh07251GhEREbke+fOb624bNzZL\n",
       "z2OPWZ3o31yq8Jw+bZadZ54xr6UXERER91GsmHlmXtOmEBEBPXtanehvLlN4EhLM6asePdz7cjIR\n",
       "ERFvVq6cubO6VSuz9LRta3Uik0tsS09NNY+qrlnTPKra3e7nEBERkX9buxY6dTIPDHbW5qOrbUu3\n",
       "vPBkZsLdd0OBAjB+vPV7+EVERCRnLF5sHi/jrLP0XLbw2O3Qq5d5QuOPP4Kfy0ywiYiISE6YNQv6\n",
       "94dly6Bixdx91tUKj2UVwzDg8cfh/Hlz/77KjoiIiOfp0sW8guKuu2DFCihZ0pocltQMw4AXX4Sd\n",
       "O2HJEggKsiKFiIiIOEPfvnDxormQeeVKKFTI+RksKTzDh5t79WNjzQvIRERExLMNHGjuyG7d2vz6\n",
       "nzevc5/v9DU848bBe+/BqlXWNDwRERGxhmGYR89s2mTO8AQG5uz7u8yi5SVLzJvPV6yA8uVz7G1F\n",
       "RETETTgc5pl7wcEwaVLOHkXjErelx8WZW9OmT1fZERER8VY2m1l09u2Dt9923nOdsobn9Gno0AE+\n",
       "/NC8WExERES8V0gI/PIL1KsHZcuaAyK5LdcLT1qaebBgnz7wwAO5/TQRERFxB4UKmcfSNG8OxYvn\n",
       "/mnMubqGx+EwDxa02WDqVF0ZISIiIv+2aJE5ILJqlTnacyssW8Pz+usQH29eGaGyIyIiIv+/u+6C\n",
       "oUOhfXvzMOLckmsjPMuXQ0wMbN0K1avfZDoRERHxeIYBDRpAmTIwefLNv48lIzxNmsC775qLlTdv\n",
       "zq2niIiIiDtLS4N77zX/+aOPcu85uVZ4fHxgyBD45BNo0wZmzMitJ4mIiIg7OnECmjY179NctgwK\n",
       "Fsy9Z+X6OTzdusHChfDss+aITy5evi4iIiJuYssWqFsXOnUyp7Fy+15Np520fPy4+S9VqRJ8840u\n",
       "DBUREfFWP/8Mjz0GY8dC9+45974ucdJykSLmlRLp6dCihXkYoYiIiHgPw4D334enn4b583O27FyL\n",
       "0woPmCcrTptmFp66dWHHDmc+XURERKySkQEPPWReMbVuHdSu7dznO7XwgHkI4dtvm+t5WrSAuXOd\n",
       "nUBERESc6cwZaNkSkpLM2Z6iRZ2fwemF55L77jPv0XjsMRg1SouZRUREPNGuXeasTpMm8OOPEBpq\n",
       "TQ6nLVq+kiNHoGNH8zfj888hICBXHyciIiJOMn8+9O1rDmz06ZP7z3OJRctXUqIErF4NJ09C69Zw\n",
       "7pzViURERORWGAZ8+ik88oi5I8sZZedaLC88AOHh5m9I7drmVfF79lidSERERG5GVhY8+SSMGwdr\n",
       "1phXRrgCP6sDXOLrCx9+CBUrmvN8U6eaC5xERETEPVy4YG41DwoyZ28iIqxO9DeXGOH5p0ceMRc1\n",
       "9ekDX3xhdRoRERG5Hvv3m7M01aqZm5JcqeyACyxavpIDB8zFzK1amYud/FxmLEpERET+aelS6NUL\n",
       "3nnH3H1tlastWnbZwgNw8SL06GGe3TNtGkRGWhZFRERELuPrr+H11+GHH6BZM2uzuPQuravJkwfm\n",
       "zYOyZaF+fTh40OpEIiIiAmC3w3PPwUcfwapV1peda3HpwgPmVNaYMfDUU+ZK75UrrU4kIiLi3RIT\n",
       "zQvBd+wwr4koV87qRNfm8oXnkqeegkmToFs3mDDB6jQiIiLe6fBhaNgQihc3DxbMm9fqRNfHpdfw\n",
       "XM7u3eZi5m7dYMQIc32PiIiI5L7Vq81t54MHw4AB4HPZ1TLWcdtFy1dy7hx07Wq2ysmTISzM6kQi\n",
       "IiKe7fvv4fnnzdmWNm2sTnN5brto+Ury5YPFi80fGzWCo0etTiQiIuKZHA4YMgTeegtiY1237FyL\n",
       "WxYeMC8ZHTfOPKCwfn1Yv97qRCIiIp4lJQXuucfcMLRuHURHW53o5rlt4QFz7vCFF8wTmTt0MM8A\n",
       "EBERkVsXHw+NG5snJi9ZAvnzW53o1rh14bmkUyfzD+Pll+HNN81bWkVEROTmbNxoXhNx770wfjwE\n",
       "Blqd6Na55aLlKzl5Erp0MbfKTZgAwcFWJxIREXEvP/4I/fvDN99A585Wp7kxHrdo+UoKFYJly8yb\n",
       "15s2hRMnrE4kIiLiHgwDhg0zd2ItXux+ZedaPKrwgHkl/ZQp5jRX3bqwZYvViURERFxberq5CejX\n",
       "X81NQDVqWJ0o53lc4QFzMfNrr5n3e9x1F/z8s9WJREREXNPJkxATY96NFRsLhQtbnSh3eGThuaR7\n",
       "d/PY6wED4P33tZhZRETkn7ZvNxcnt2kD//ufZ6999ahFy1cSH29OcVWrBl995RmrzUVERG7FnDnw\n",
       "yCPw2WfmbixP4DWLlq8kKso8NCkpCVq2hDNnrE4k4t1iY61OIOK9DANGjoQnnzTX7HhK2bkWryg8\n",
       "AKGh5la76GhzpGfXLqsTiXgvFR4Ra2RmmouTP/8c1qyBOnWsTuQ8XlN4ABYtglmzzOmtZs3M9T0i\n",
       "IiLe4OxZaNXKvIA7JATeeQeysqxO5Tx+V/vFpk2bOitHrjIMGDMGhg+HmTPNC0cfeMC8H+SVV+CZ\n",
       "Z1zvinsRTxMb+/fIztChf/98TIz5EpHcs3s3dOxoft0bPty8I+u++6B1a/jpJ7jtNqsT5oyr9RaP\n",
       "X7SclQUDB8KKFeYCrVKl/v61w4fNO7gaNYLRo8Hf37KYIm7JbofkZEhMvPIrNdW8bdnhMD/e4YDl\n",
       "y82S4+sLNpv5Cggw7+y52isgwOp/YxH3s2iROY31wQfw4IN//7zdbl7JNHu2uZanfHnLIuaYqy1a\n",
       "9ujCc+GCuTU9IMC8WDQi4r8fk5gIvXpBRoa5xidvXufnFHE1djucOmXucLzS68wZs8yEhV2+nISH\n",
       "mz+GhPy72Pj6wtKlZuH5ZwnKzDQ3FlypOCUkmJ+bJw8ULWpuRrjcq2hR85kiYs5uvPOO+fWtcePL\n",
       "f8y338KQITB1KrRo4dx8Oc0rC8/+/eboTbt28OGH4HeVyTu73bx1fd48s+WWK+e8nCJWMQw4fRri\n",
       "4szXrl3mjwcPmgeR3Xbb5QtFsWLmj/nzm2XHdhMrAWNjb3wayzDMb0zOn4fjx/8uXn/++e8iduyY\n",
       "uUmheHGoWBEqVzY3K0RHQ9myV/+7QMRTZGebsxuxsebsRunSV//42Fhzt9bQofD4485ImDu8rvAs\n",
       "W2b+wb399o39wX39Nbz+unn4UvPmuZdPxNnOnoVt2/4uNZcKjmH8XQgu/VimjDlK4q7TR4Zh/vse\n",
       "PmyuW7j07xsXZ5ahsmX/LkCVK0OVKuZQ/s0UNxFXdPEi9Ohhjoj+8ANERl7f5x04YA4UtGljblt3\n",
       "x28OvKrwfPONea3EzZaWS2Vp2DDo1y/n84nktuxs2LkT1q6FdevMH0+eNO/GqVz53yMeBQt614L9\n",
       "1FTYu/ffI1rbtplfIOrWhfr1zVedOubUmYi7OXDAXJx8113m9Uo3WlouXDDLkr+/+XX0esuSq/CK\n",
       "wmO3w4svmlNSt7r46p/TYSNHmi1ZxFWdPft3sVm7FjZtMkdo6tX7+wt4dLT+O76aU6f+/Xu4eTOU\n",
       "KPHtQZ8AACAASURBVPH371/9+ub0mEaBxJUtXw49e8Jbb8ETT9z8+2RlwbPPmtNcv/76780+rs7j\n",
       "C09iorm9Li3NXJiVE9vrLi14Dgw0W+7lFjyLWCEjA1atggULYOFCOHrUHJG4VHDq1vWcLaZWycqC\n",
       "HTv+PUp28aJ5hknr1ubLUy9YFPf03XcweDBMmWLeKJATxoyBd981v642apQz75nbPLrwHD5sDt81\n",
       "bJjzW8uzsswzelatMhd9lSyZc+8tcr0MwxymvlRwVqwwp6XatDFftWtr9MYZ4uPN3/+FC2HJEnPx\n",
       "dps2Zvlp2FB39Ik17HbzPLmffzZHYypUyNn3v7SlfeRI8/w6V+exhWfNGvMQpZdfzr3DAw3DLFIj\n",
       "RpiHMzVsmPPPEPn/paXB4sVmyVmwwBzVufTFtWVLjeBYLTsbNmwwy8+CBbBnDzRpYv4Zdexo7hAT\n",
       "yW1JSdC7t3kWVm4eHnjp0MLu3c0RH1ee2vXIwjN5MgwaBBMnQtu2uf+8+fOhb19zEdj99+f+88T7\n",
       "ZGSY301Nm2Z+p1azJrRvb5acKlW8a3Gxuzl71hz1mT8f5s411xD27Gl+Q1a0qNXpxBMdOWJek1S3\n",
       "rnkvVm4fnHv2LHTrZpaq7783j6RwRR5VeByOv7eOz5ljDu07y65dZsu9917zICdXbrniHrKyzC+U\n",
       "06aZp51WqWJ+oezWDQoVsjqd3Iwr/Znec4+5K07kVq1bB127wksvmWftOOubocxMczH0li3mf9vF\n",
       "ijnnuTfCYwpPSoo5h3jqlHkJaP78zs9w5oz5H1qBAjBpknnAmciNyM42dz9Mm2b+d1yunPkFsXt3\n",
       "jQZ4mowMc9pr+nRz1K5WLfPPumtXuP12q9OJO5o61dxBNX68OQLsbIZhruf55BPz7y9Xu23dIwrP\n",
       "sWPm8F2VKuYBgVYuEMzIMA803L7dbLlRUdZlEfdx5AiMG2fupihS5O+SU6KE1cnEGdLSzCmvadPM\n",
       "EtSqlXnWV4sWGi2Wa3M44M03zeUcc+aYXwutNHs2PPKIuZOrZ09rs/yT2xeeTZugc+f/195dhzd5\n",
       "vW8Av5PUFZdSHAotDCuuxWUMt+FTHAbDneEuwxnO2GC461q0BYpDocWtBVagrkne3x/nB/tuQ9sm\n",
       "J3J/risXsNG8D5Xkfo88B+jbVyxQNoW1DIoiDmL7+WeRcitUkF0RmSKtVqzpWL5cDEN36iTe5GS/\n",
       "WJFc0dHiTn3ZMrHg9LvvxKGOnPKit0lIEGtIw8PF+02OHLIrEi5fFgMRX38NjB1rGu/NZh14tmwB\n",
       "evUSbxgtW0ot5a127BAvVosXi7t1IkD0xlm5Ujzy5RMhp107HmpJ/6QoYrfXsmXAtm2iO26PHkDt\n",
       "2hz1ISE8HGjeXDS+XLECcHCQXdE/PX0qBiQKFhSj146Ocusxy8CjKGL72/LlwM6dYseKqbp4UXxD\n",
       "fvedONbCFFIuGZ9eLw6gXbpUtEzo2FEEnVKlZFdG5iAqSjSNW7ZMTH99952YMsiaVXZlJMuFC+K9\n",
       "pVcv0VTQVN9bEhPF9+rdu2IQQOaGC7MLPElJ4pMXFibCjoeH0Uv4ZBERIuUWKSLu6k0thZPhJCWJ\n",
       "BeyzZwOurkDv3mJOmwvaKS0URUx/Ll0q1kl06iRacHzotGuyLNu2idG+pUvFrk1TpyjiDMqVK8X3\n",
       "benScup4X+AxuUHTZ8/EcK5WK84FMYewA4g28wEBouuln58Y5iPL9uKF+AEvUED8gC9bBpw7J+az\n",
       "GXYorVQqcUTI2rXicFM3N7ETpm1bMf1Flk1RgClTxHbzgwfNI+wA4vt27Fhg5kyxIH/XLtkV/ZdJ\n",
       "BZ4rV0QTpYYNxZH25rbewdFR9Adq1Eica3TliuyKyBDCw4EffxTbye/dA44eFVuO/fxMd8iZzFPu\n",
       "3OLN7949cZZR27ZiV9fRo+KNkSxLcrJYnLxtG3DmDFCunOyKPl27dmKjRu/eYmOPKX2fmkzg2b1b\n",
       "tMyfNk2c9Gqubxwqlah/2jTxwrR7t+yKKKPcvSuabpUsKdbrXLkiFukZs/klWSdXV3HHf/u26EXW\n",
       "p48YBdq1S3wvkvl7/hyoU0eshzl+3HxmN96mQgUxLfv772LEOzlZdkWC9MCjKGLtQ8+eIhx06CC7\n",
       "oozRoYO46+/ZUzRpMqWUS5/m8WOxgLRiRdEsLjQUmDuX/ZfI+GxtxQjA9evAkCHAhAliFGD/fr7G\n",
       "mLNr18TsRp06ok+Tuc1uvI2nJ3DihGjBUL++OJpCNqmLllNSxOrz8+fFnYolHrj36JE4jsLXF1iy\n",
       "BLCzk10RfayXL8VI3cqVIvAMGwZkziy7KqK/KYroyzJypNgZM22amE4n87Fvn+jBNG+e2NlpafR6\n",
       "sXt50yYxqOHjY9jrmeSi5RcvRM+JyEjg5EnLDDuAOGvk5Mm//70vXsiuiD4kIUG8cRQrJu5OrlwR\n",
       "f2bYIVOjUoljKq5dE4cat20r/nzjhuzK6EMURYwUf/ut2I1siWEHEP2kpkwRXaL9/IADByTWIuOi\n",
       "N2+K4buKFcXiLFM9dTWjuLiIf2elSuLBFyPTlJoq+j55eYlRx5Mnxc4rnm9Fps7G5u9WHlWqADVr\n",
       "ijfSR49kV0Zvk5IitpyvXg0EBoqvmaXr2lW8D371lTihQMYUrNEDz6FD4odx1CixglujMXYFcqjV\n",
       "wPTpYmivVi3xeSDToCiio3fJkn8f6PnHH2KEh8icODqKtT1hYeJw5TJlxJ9fvpRdGb328qXYiRwR\n",
       "AZw6ZV1n6VWvLpqyLlsmFt6nphr3+kYNPIsWiZS3ZYtIedaoe3dg61bxeVi4UHY1FBIiFgpOmiTu\n",
       "Oo4c4bloZP4yZwamTgWuXhXTsj4+Ykchd3TJFRoqRvnLlxcdiV1dZVdkfAULitBz/z7QpAnw6pXx\n",
       "rm2URctarTjO/s8/xaKlwoXT/ZRm7+5dsZjZzw+YP18MSZPxxMWJpoGrVolmWb168WtAluv8edEX\n",
       "xcZGnPsnqwuuNTtyRHTNnjJFTD9aO61WjD7u3y9yQdGiGfO8UhctR0UBn38O3Lol5ioZdoRChUTK\n",
       "vXtXpNyoKNkVWQdFEfPIJUoAT56IO+B+/Rh2yLL5+orX327dxBbhgQOBmBjZVVmPpUuBzp2BzZsZ\n",
       "dl6zsRGLtgcOBGrUECcVGJpBA8+dO2IxVrFiovOiu7shr2Z+3N1FsvX2Fp+n27dlV2TZbt8W4XL0\n",
       "aNG2f8MGuYfcERmTWi0Os71+XYQdb2/RGZ79ewxHqxUNI+fPF5sgatWSXZHp6dED2LhRnD/4yy+G\n",
       "vZbBAs/Fi6IfRL9+wIIFvIN+Fxsb8cMwYIBY0HXsmOyKLE9iouh+XamSOKft0iUxlUhkjbJnF72l\n",
       "Nm8W7Rbq1ePOUUOIjhbLFm7cEKNrRYrIrsh01akjmhROmwaMGWO46xgs8BQuLO6eTaWltKnr2VOM\n",
       "OLRrJ9aVUMYIDBTrFa5cESF86FA2fyQCgGrVxNqeZs3ElMLkyWJEgtLv7l2galWxdGHfPiBTJtkV\n",
       "mT4bGyA+3rBb9A26aPnBA/FFX7wYaN48zU9jVUJDgaZNgRYtRNq1lm37GS05WbTdX7VK7A40lxOH\n",
       "iWR4+FCceRQXB6xbJ3pRUdqcOCFuXEePFluv6cOiokTQ6ds3/Z8zaYuW8+cXW+++/VbcSdCHFSsm\n",
       "Dl0LDgZatgRiY2VXZH6uXBFNLa9fBy5fZtgh+pB8+URvsM6dxU3qzz9zC3tarF0rXm/WrmXY+Vip\n",
       "qUCbNqI3kaE/Z0bZlr5tG9C/v3gj54GLHyclRXzxz54V54xZU3OqtNJqgZkzgTlzxK/duonW+0T0\n",
       "8cLCxM+Ok5PoBGypx/5kJL1enGe2ZcvfG1HowxRFnFP47JkYHMmIGQ3pZ2m1aiUW5TZtyhGLj2Vn\n",
       "J4456N5dDPUFBcmuyLTduiU6eB85IkYTu3dn2CFKCy8vMS1Tr57Yzr5mDXdyvU9cnBjVCQwEzpxh\n",
       "2PkUM2aI1+vffjPO8g2jdVoePFh0sP3ySy6M+1gqlehRsGKFWFi4caPsikyPoog1YlWqiO+tw4d5\n",
       "R0qUXjY2wIgR4gZizhyxpvD5c9lVmZ5Hj8SC7yxZxGtP1qyyKzIfW7aI0wZ27zbeeZpGCzwqlXhj\n",
       "Sk4Wb+K8Y/h4n38OHD0qzh8bO5Zz669FR4u539WrxZk0/fqJXiNElDFKlwbOnROjFuXKiV4yJJw9\n",
       "K1qvdOok+sdw9+fHO3NGdLffudO4y1yM+vZgaysOZTxxQrT1p4/32Wfim+ToUdGgKSFBdkVyXb4s\n",
       "zqPJlUu8CPOgTyLDsLcXO0ZXrBBTN7Nn84b199/FjeiSJWL2gtPnH+/aNTFjsWaNCNHGZPT74UyZ\n",
       "gIMHRc+Z+fONfXXzliOHCDwODqJjZ3i47IrkWLNGrC+YMEFsObe3l10RkeVr3FiMamzaJIJPdLTs\n",
       "ioxPUUQT02HDxHRfs2ayKzIvd+6I3Vjz5onAaGxSJgBy5hTznbNnizcv+ngODqJPRsuWonPwhQuy\n",
       "KzKexETR4mD6dNGRumNH2RURWZf8+cUIfe7cYoT18mXZFRlPYqJYJ3jwoBht5wGsn+bJE3GO25gx\n",
       "4vMog7QVD/nzi74PI0aIbev08VQqsQVy3jyRlq3h83fnjugPEh8v1hT4+MiuiMg62duLkdUJE8RI\n",
       "6+rVsisyvIgIcRyNWg34+/MMvk8VGQk0aCDOzerZU14dUpd4Fi8u2m737ClGfOjTtG4t7jYGDACm\n",
       "TLHcefUdO8QurG++ETvVjLWin4jerWNHMdI6Y4YYeU1MlF2RYVy6JBYnN20K/PqrGGWnjxcTI6ZD\n",
       "mzUTU4EyGaXx4IecPCl69ezcadhzNCxVeLj4ZvLxEQsLLWVNi6KI832WLxeL3StVkl0REf1bXJwI\n",
       "PPfuiddwSxr92LlT/NsWLRLHRdCnSUwUYcfbW+zSNsbibumNBz+kenWxLqVFC+uaE84oHh7A8ePi\n",
       "m6tOHcvol5GSAnz1lRjdOXOGYYfIVLm4iMZxTZqIG9br12VXlH6KIkau+vQRsxAMO58uNRVo2xbI\n",
       "k0cERlPYyWYSgQcAGjUSTYgaNxZdc+nTODmJ3RN16ohwcO2a7IrS7uVLsTYpKkoMmefOLbsiInof\n",
       "lQoYN060G6ld27yXKCQni4NUf/9ddLivUEF2ReZHp/v7aJ81a0ynP5qJlCG0bSt+YOrXFx0s6dOo\n",
       "1eLzN2mSCD779smu6NO9XpxcrhywdSvg7Cy7IiL6WJ07iw66XbqI6XVzExkp3n+io8VuNJ79+OkU\n",
       "RZx6Hh4ObN4s+u+ZCpMKPIBYmNq/v/ims4SpGRk6dfp77nnuXPNZzHzqlJjeHDBAtCwwxtkqRJSx\n",
       "atYUU+wzZohFqubSGT4kRIyO16ghQhtvttJm5EggOFgceu3oKLuafzKJRctvM3asOGPD3180K6RP\n",
       "9+AB8MUXYofBokWmlbT/7fffRdBdu1ZMaxKReYuMFP3CcuYE1q83vTe//3XgANC1q7jR6tJFdjXm\n",
       "a9o08bU+dgzIlk1ODSa/aPltJkwQSbtpUx6jkFb584tRk4gIsSbm5UvZFf2XoogfktedSxl2iCxD\n",
       "tmziZ9rBQfSwiYyUXdF/KQrw889ig8T27Qw76bF0qdhRe+iQvLDzISYbeFQq0VivcGHRbyYlRXZF\n",
       "5snVVex08vUVw7WhobIr+puiiOHPDRuAwECgVCnZFRFRRrK3F3f8deqI0BMRIbuiv6WmAr17A8uW\n",
       "idefatVkV2S+fvtNrB09ckTsyjJVJht4ALEId+VKcYfQoQNDT1ppNMDMmcDw4WJ+/cgR2RWJef0B\n",
       "A8TdQECA2FpPRJZHpQKmThXHCdSsCTx8KLsi4NUrMZr88CFw+jRQoIDsiszXtm3AwIFiWrBQIdnV\n",
       "vJ9JBx4AsLER6zsAMR9sqd08jeGbb8Sq+c6dxfCjLDod8N13wPnzwJ9/mu7wJxFlnFGjRF+bmjWB\n",
       "27fl1XHrlljX+NlnYmGtm5u8Wszdhg3ia7p/P1CypOxqPszkAw8ghkU3bQLc3cUJq3FxsisyX7Vq\n",
       "ic7W8+eLERat1rjXT00V8+T374tjMdzdjXt9IpLnhx/ENLafn9gVZWz+/mIn6I8/ih2s3AmadsuX\n",
       "i1mDo0eBsmVlV/NxTHaX1tvodOLwsRs3gL17uXsrPaKiRPdQjUaMoBkjeCQnA+3bi9CzZYtp79og\n",
       "IsPZsAEYMkT0CjPWm+WKFcDo0WK9SZ06xrmmpZo3TzyOHAGKFJFdzT+Z5S6tt9FoRKr09QXq1jXN\n",
       "Vf/mIlMm8WJTqJBo9Hf3rmGvl5AANG8upii3b2fYIbJmnTuLzvqNGoluxoak0wGDBgGzZolmggw7\n",
       "6TN5smhzcvy46YWdDzGrwAOIhczz54uj5v38gKdPZVdkvmxsxDdu795ih8KJE4a5Tny8OGcnRw4x\n",
       "mmRnZ5jrEJH5aN0aWL1aHHxsqNeemBhxo3X5sghWXl6GuY41eL2rduNGEXby5ZNd0aczu8AD/HfV\n",
       "P4+hSJ8+fUTDv9atxa8ZKTkZaNVK7IJYs0aELCIiQNwIbdwoXnvOn8/Y575/X9zIeXqKHUSZM2fs\n",
       "81sTRRHrrw4cMO/zDc1qDc/bzJ0LLFgg5hILF5ZdjXm7cUN0Zm7TBpgyJf0Hvmm1op2AoohF5ww7\n",
       "RPQ2O3YAvXqJXZve3ul/vtOnxevYsGGig7spnNRtrnQ6oGdP4Pp1sQzC1NfOvm8Nj9kHHkA0jpo0\n",
       "SfR0yYgfFmsWGSnutrJkEQ3DXFzS9jx6vTjL6/FjcUSIvX3G1klElmXdOrF1/cSJ9PXF2bBBrNnh\n",
       "MTXpp9WKU88jIsQW/rS+HxjT+wKPRdxz9+gBODmJxWj79wNlysiuyHxlywYcPiwSfY0a4ps8b95P\n",
       "ew5FEds+b94Uz8WwQ0Qf0rWrOKW8Xj0Rej512kSvB8aMEbuw/P2BEiUMU6e1SE4Wy0aSk8WuaEvY\n",
       "aGKWa3jepksXcSZKw4bAmTOyqzFvdnaiw3WnTqJB19mzn/bxEyeKoem9e3niMBF9vH79gO7dxaaU\n",
       "Tzn7Lz5etNk4fly8/jPspE9iItCihZgKtKRdtRYTeAAxZ7tqlViHcvy47GrMm0oFDB4MLFkiDnDd\n",
       "tOnjPm7BAjGkfOgQFwkS0acbNUrcuDZp8nFNZp88EZtXXFzEWs7s2Q1foyWLjRWf+2zZxOu+Je2q\n",
       "tajAA4hOzL/9JsLPoUOyqzF/zZqJaamhQ4Hx48V01busXSt6XRw+DOTMabQSiciCqFTi7L+SJcWW\n",
       "8qSkd//d4GBxKHK7dmKLO6fP0ycqSoyuFS0qXs8tbaOJRSxafptTp8R26PnzxU4hSp+nT8VZZvnz\n",
       "ixeWfw9xHjwoFrcFBADFi0spkYgsiE4nXrttbIBff/3vrtEtW8TOrhUrxPQLpc/jx2I0389P7H42\n",
       "151tFtNp+VNUqyaGN4cNE50hzTS3mYxcucRCQLVa/EBERPz9/65dE2uotmxh2CGijKHRiJ1b9+8D\n",
       "48b9/d8VRezKHTRIjOIz7KTfxYtAlSpi3aY5h50PsdgRntciIsSans8+E9vXLWk+UobXLza//ALs\n",
       "3CmCUOXKom9Px46yqyMiS/P8uXiNGTdOnMX3zTfixPOdO823AZ4p2bMH+PprsV6zdWvZ1aSfxffh\n",
       "+ZD4eJFcY2KArVu5mDYjbN4sOjTnyCHmz//3DoyIKCPduAHUqgXkySOOh1izxnJ2Dsm0YAEwbZrY\n",
       "iVWpkuxqMobVBx5AzAcPHSq2Sr8+NJPS59w5sUB89mzLHQIlItNw9KjozzN2bPq7wFs7nQ4YOFB8\n",
       "TvfuTV+jR1PDwPM/liwBfvpJjPRUrSq7GiIiIuOJixMNBRMTxbpLUz8q4lNZ5aLld+nVS/TqadHi\n",
       "43vLEBERmbvXPYty5hSnElha2PkQqws8gDhf5fBhYMgQsdjWwgaxiIiI/uHSJbH4u317sZXf1lZ2\n",
       "RcZndVNa/ys8XOzgKl0aWLqUO7iIiMjy7N0LfPUVsHixaMpryTil9Q4eHuIIihcvgEaNgFevZFdE\n",
       "RESUcRYuBL79VhwEbelh50OsOvAA4nDLbdvEKE/VqsDdu7IrIiIiSh+dDhgwQIzqnD4tprOsnYWd\n",
       "lJE2Go3oLlmkiOjQvG2b6DpJRERkbuLiRCPY+HgRdqxtcfK7WP0Iz//q0wdYuVIcWLd+vexqiIiI\n",
       "Ps39+2InVvbs1rkT630YeP6lSRPRjGnSJKBnz/ef1EtERGQq9uwRHZO7dhXH/3Ajzj8x8LzFZ5+J\n",
       "LsIvXgDVqwP37smuiIiI6O20WmDkSNFnbvt24Icf2P3+bRh43sHNTZwX1bmzWOy1Z4/sioiIiP7p\n",
       "2TOgQQNxk37+PE8QeB8GnvdQqURS3r4d6N1bJGitVnZVRERE4mwxX1+gRg3gwAFxmDO9m1U3HvwU\n",
       "f/0lTlxPTRUHZubKJbsiIiKyRooiDm2eNUucHN+okeyKTAcbD2aA1yvea9YEypcXyZqIiMiYoqKA\n",
       "Vq2AP/4Azp5l2PkUDDyfQKMBJkwQq9/bthXpmgNgRERkDJcuiRtuT09xSkC+fLIrMi+c0kqjhw9F\n",
       "6PHwAFavZq8DIiIynF9+AUaMAH7+GejQQXY1potTWgaQL5+Y1vL0BMqWFcmbiIgoIyUkAJ07K5gz\n",
       "R4zqMOykHQNPOtjZibQ9ZQpQvbqCX1boZJdEREQW4tYtoExpPf76S4WzZwFvb9kVmTdOaWWQESP0\n",
       "WLk8CU0/V+HnJY5wdpZdERERmautW4Ee3ybB3gF49MQBag5PfBROaRnBsGFqpKSqkHD3EMqUjMfp\n",
       "07IrIiIicxMdDXTvkoBh/cNRJl8wRo6yY9jJIPw0ZpBMmYB2bQHv3Fcwo0VntG4WhRFDk5GcLLsy\n",
       "IiIyB0ePAqVKxMPp+e/Y/UMdXLjviy5d+TadUTillYFCQ4HqlWNxb3ZuJCQ7ocfa9bgbWw3rNrqg\n",
       "dGnZ1RERkSlKSACGDU7Cjq3xWPnVl2hQ6jD6r18KB5+vMGM2TwD9FJzSMpJixYBatdRY4d8DOdz/\n",
       "wrZ+jfBjzT6o5xeHKZNSeSwFERH9Q1AQUKZkPKJC9uDKpCJoUOow/orJhg2nu2DgYIadjMQRngx2\n",
       "/jzQoskL3JmZG3Y2qQCAh5F58fWqTYi3/Qxrf3WBl5fkIomISKqUFGD8mGSs+iUJi7p8jdYVt735\n",
       "f2O2TMVfWQdg6QpHiRWaJ47wGJGvL+Bdwh4bTnZ589/yZXuEQ4OroVOJkahaKQELf9ZBr5dYJBER\n",
       "SXPlClCxXByuBxzH5Ule/wg7MQmuWOrfF0OGM+xkNI7wGIC/P9Cz22OETMkPjfqfySYsoii6/bIF\n",
       "zjkLYdU6F7YGJyKyElotMGtGKmbPTMbMdv3QreYaqP41FjFz7zBcTB2DjZvZ2yQtOMJjZH5+QOYc\n",
       "7th+ruV//p9X7ls4MbIc6uSaAd8yCVi7Ws/zuIiILNytW0DNqnE4tOkCgseXQPda/w07SSn2mHto\n",
       "GIaPZtgxBAYeA1CpgBFjXDF1/+S3hhkbjQ4jm03EkSFVMHviPbT8Ih7Pnxu/TiIiMiy9Hli0UIcq\n",
       "FRPQwXsMjgypgvzZH7717649+RXK+dqiVCkjF2klGHgM5IsvgCSVBw5frf/Ov1M6/xWcG+cDb5sl\n",
       "KFUiAdu2vfOvEhGRmXn0CGhYNw7rFt7AyVHl0L/hPKjVbx/S1+o0mLF/HEaMcTFyldaDgcdA1Gpg\n",
       "+GgxyvM+9rYpmNpuCLb1qYdh/Z/gy7YJiIgwUpFERJThdDpg6WIdfMskoFaOWTg1qgyKe4S+92P+\n",
       "ONMWefI5o1o1IxVphRh4DKhDB+BhlA/8r/t98O9W9QrEpZ+8kD91CT7zScCC+Tr27SEiMjPnzwNV\n",
       "KsRhw6IrODKkMkY3nwAbzfsPltbqNPhp93SMGu9qpCqtEwOPAdnaAhOnOmP41oUftTDZ2SEB09oN\n",
       "xomRvtixKhgVysYhMNDwdRIRUfq8egX06ZmEzxtEo3eFvjg+whel8l39qI9de6I7cuXLggYNDFuj\n",
       "tWPgMbAOHYBkm/zYEdzioz/GO89NHB1aGUNqfo/WzV7h2+6JiIw0YJFERJQmigKsW6uHT7EE6O/9\n",
       "hpCpBdG91tp3rtX5t8QUB4zfOR3TZrn8Z9cWZSwGHgNTq4GpM10wctt8aHWaj/44lQroWO033Jha\n",
       "AM7P18KnWAJWLNOzYSERkYm4dg2oVS0OCyaHYle/WljS7WtkcXn1Sc+x6Eh/VKjkgEqVDFQkvcHG\n",
       "g0agKEDtGnHo4vMDvvFbmabnuHS/NHpvWAu9U2EsXu6CcuUyuEgiIvoosbHAhLHJWLsmFT+1HIbv\n",
       "6yz9T5PZjxEV7w6vYY9w7JQrvL0NUKgVYuNByVQqYNosF4zfOR2JKQ5peo4yBS7j5Miy+K7cD2hc\n",
       "Lwb9eichKiqDCyUiondSFOCPPwCfYvGIvLQD16cUQq96i9MUdgBgxr5R+OILG4YdI+EIjxG1/CIO\n",
       "1dwnYnCTGel6nhexWTBy6xzsvtwWM2Y5oFNnNed+iYgMKCwM6NszDhH3nmNxl26oUfxkup4v4lUu\n",
       "lBx1B5euOiFv3gwqkt47wsPAY0QhIYBf9ViETc+LTM7R6X6+M7crotf6dXDLmQeLlrmgRIkMKJKI\n",
       "iN5ITASmTEzBkiWpGPn5ePRrMA+2NunvGdJr7So4l+iIWXPsM6BKeo1TWibCxwdo2tQGM/ePypDn\n",
       "q1TkLM6N80HboiPgVz0OQ39MRlxchjw1EZHV27MHKFEsHrdOHMDliV4Y1GRWhoSdW0+L4I+zHTBi\n",
       "FMOOMXGEx8gePQLKfJaAK5OKIk+W8Ax73mfROTBk00IcufE5xox1wLffq2Frm2FPT0RkNc6fB4YP\n",
       "jsXD29FY1KU76pU8mqHP33bhHpRp3BCjxthk6PNSOkZ4atWqZZiKrFjevECv3jYYvGlxhj5vTvfn\n",
       "WPd9O+zuXwPbVwbBxysOmzaB29iJiD7SrVtA+9bxaNboFVoXHIprkwtmeNg5eq0Ogh/5YeCP3Pq2\n",
       "6wAAIABJREFUDDuG8L7cwhEeCRISAG+veKzp1hS1SwQY5BpHr9URHZ4dPTF1pivqv/sMUyIiqxYR\n",
       "Afw0LhFb/tBhUMNp6N9gLpwdEjL8OilaW5QZcwtT5udHi4/vRUufgGt4TIyTEzB3gTP6/roaqVrD\n",
       "pPy6Jf/E2bE+GFbra/T5+gnq+cUhONgglyIiMktRUcCo4Sko6Z0Al6fLcXNafoxoNtkgYQcA5h/8\n",
       "Efm9sqJ5c4M8PX0AA48kLVsCeYtkw4JDAw12DZUKaFtpC65PLoC2hQejeeOXaNcqHmFhBrskEZHJ\n",
       "S0oCZs3QwqtwAp6e24JLE4thZocfkNX1pcGu+eSlB6bvG40Fi3mEhCyc0pIoLAyoWikeVyYVhUfm\n",
       "CINfLyHZEfMPDsLsA8PRuo0G435yhIeHwS9LRGQStFpx7tX4sYnwzXsKk1v9AB/PG0a59pdLdqBQ\n",
       "9caYPNXOKNezVuzDY8JGDkvBg8C9+LVnK6Nd80VsFkzbOxarjn+H77/XYNhIe2TKZLTLExEZlaIA\n",
       "O3YAo4bFIbv9TUxr0w9VigYZ7fr+1/3Qfe0ehIQ6w9nZaJe1Sgw8Jiw+XixgXv91E9TyPm7Uaz96\n",
       "4YnxO6Zh18VWGDrMFn3728DR0aglEBEZ1LFjYot5wstnmNq6PxqX3m/UKaVUrQ3KjL2FiXMKoJXx\n",
       "7mutFhctmzBnZ7GAuc+GNQZbwPwuebM+xspvOuPYcF+c3n4UXoXjsfIXPVJTjVoGEVGGu3QJaNIg\n",
       "Dt07PEOfCr1wcYIXmpQxbtgBgAWHBsKzcDa0bGnc69J/cYTHBCgK0LBuHBrlmYBBjWdJqyPoViWM\n",
       "3LYA9176YOhwJ3z1jRoOaTvrlIhIisBAYMqEOAQHazHi83HoUWcp7G1TpNQS/io3So2+hdNnnOHl\n",
       "JaUEq8MpLTPwegHzmbGlUDjnXam1nA6rgqn7JuH8g8oYOMgOPXvbwNVVaklERO+kKMDRo8CUCbG4\n",
       "ezsRwxqPx1c1V8HBLllqTc3nH0bp+jUxcTIXKhsLA4+ZmDNLi51rL8F/WEWo1fI/75cflMLUfRNx\n",
       "9Hp99Olrg34DbJE1q+yqiIgEvR7YvVsEnZgXrzCiyWh8WeW3DDnvKr3Wn+iCmccWI/iSC+yYd4yG\n",
       "gcdM6HRAzapx6OA9Gv0azJddzhthEUUxY/84bA9uha+/UWPQYHvkzi27KiKyVlotsGkTMHViLOx1\n",
       "4RjVdARa+O4wiRtFAIh4lQulx4ThwBFXlCsnuxrrwsBjRkxpauvfHr3wxKz9o7D+VFe0aA4MHu4E\n",
       "Hx/ZVRGRtYiNBVb+osO82UnIn/kmRn4+Eg0+O2RSjfw4lSUXA4+ZMbWprX97EZsFS472xcKjg+Bb\n",
       "XoMhI1xQqxZM6kWHiCxHRASwYG4KVqzQoY7PUQxu9BMqFj4nu6y34lSWXAw8ZsZUp7b+LSnFHutP\n",
       "dsHsQ+Pgktkdg0e4ok0bwIaHABNRBggJAWZNS8COnUCnqhvwQ4PpJjfy/b84lSUfA48ZMuWprX/T\n",
       "61XYc7EpZh78CY+iimLgYAd0/0oDd3fZlRGRuVEUwN8fmD09FueD9ehbdw561V1o0HOuMsLrqawy\n",
       "DWrip0kc2pGFgcdMzZmtw841F012auttgm5VwpxDY3D4Wh20bqng+95OqFCB011E9H6RkcCa1Tos\n",
       "X5IIOyUSA+pORpfq66VuLf8UnMoyDQw8Zur11Fb74mPQv+E82eV8kqdRObH6+DdYcbw/3LM4okcf\n",
       "F3TspIabm+zKiMhUKApw/DiwbFE89h1Qo7nvbvSoNQ9Vigaa1U1S+KvcKDMmlFNZJoCBx4zdugVU\n",
       "rZSAo0Mro1S+q7LL+WR6vQpHrtXDsuOD8Od1P7RpraBHb0eULy+7MiKS5cULYO0aHZYvSYBa+wo9\n",
       "as5Bl+rrkMXllezSPplOr0b9mafh17Isxo7n0I5sDDxmbsN6BZNGPUbweG+4OMTLLifNIl7lwqrj\n",
       "32HF8b7Imt0BPfq44MuOanZxJrICigKcPClGc/bsU+OLcvvQo9ZcVPM6ZVajOf/2046f4B8xCEcC\n",
       "nKHRyK6GGHgswFddEqE83oU133WQXUq66fRqHL5aH8uOD0JASE20aytGfTgUTGR5Xr4E1q3VY/mS\n",
       "eCjJUfi+5lx0rb7W5Bchf4xjN2qiw7L9OH/JCR4esqshgIHHIsTHA+XLxGNEvT7oWmOt7HIyTPir\n",
       "3Fh1TIz65Mhljx593dChA+DiIrsyIkorRQFOnxajObv2aPB52f3oUXMuahQ/YdajOf/rr5hsKDfu\n",
       "JlaszYpGjWRXQ68x8FiIq1eBOrXicWKkL4p7hMouJ0Pp9GocvNIQy48PwvEb1dC+PfDN947w9eUO\n",
       "LyJz8fw58PtvYjQnNSEGPWrOQdcaa5HN9YXs0jKUXq9C03l/4jO/Kpg+y152OfQ/GHgsyPKleiya\n",
       "eRdBYz6Do12S7HIM4slLD6w89j3WB34PvcYV7b+0Q/sv7VCqFMMPkal5+RLYtg3YtCEG587b4vNy\n",
       "B/Bdjfmo5X3MYn9eZ+0bhq2ho3H8tAtsbWVXQ/+LgceCKArQoW0Cssb9jsVdv5FdjkEpCnDxflls\n",
       "OtMZm4M7w97JEe06OKD9l7YoUUJ2dUTWKyoK2LED2PxrDE4F2aFBKX+0L78STcrsg5N9ouzyDOrM\n",
       "7Yr4Yr4/zl1wQv78squhf2PgsTDR0UC50vGY1rw72lbaIrsco1AU4NzdCth0pgs2n+sI98y2aP+l\n",
       "E9p1sEGxYrKrI7J8sbHArl1iJOfYSTvUKXkC7cuvRNOye8x69+iniIp3R9mxoZizOCdatpRdDb0N\n",
       "A48FCg4GmjSIxanR5VA0123Z5RiVXq9C4K0q2HyuC/441x45cmjQvpMz2nfQoFAh2dURWY74eGDv\n",
       "XmDThlgc8bdFDe8zaO/7C5r77oSbU6zs8oxKr1ehzcJ9yFPODz8vdpBdDr0DA4+FWrZEh/nTHiNo\n",
       "zGdW9+Lzmk6vxsnQ6th0thu2nmuDfPkUtO/kgnbtNciXT3Z1ROYnMRHYvx/Y9GscDh62QWWv82jv\n",
       "+wtalN+BzM5RssuTZsL2iTj44Af4n3CBPdcpmywGHgvWu0cSHl44jZ0D6kOj1ssuRyqtToOAG37Y\n",
       "dLYbtge3RNEiOrTv5IpmzdUc+SF6j7g44M8/gc0b47F3vwblCl5F+/Ir0KrCNovbYZUW2861xA+b\n",
       "1+PseWfkyiW7GnofBh4LlpoKNKgTj8pZl2Jqu8GyyzEZqVobHL1eF5uDu2HfpSZwc1ejUWNbNGzi\n",
       "AD8/wNlZdoVE8iiKaHNxYL8eB/fG4ux5B1T0uoLWZVajdcWtyOn+XHaJJuPyg1KoN/M0Dhx2hq+v\n",
       "7GroQxh4LFxkJFDRNx6Tmn6PjtU2yi7H5Oj1Klx5WAoHrjbGwZA2CL5dEpXKJ6FRU1c0bKRGyZLc\n",
       "7k6W78UL4PBh4ODeeBw8pIKTbQwaldyNRiV3ws8nwGoWHn+Kv2KyoeKEa5g6Jwc6fMkXCXPAwGMF\n",
       "Xjcl3DfQDxUKB8sux6TFJrrAP6Q2DlxrgQNXP0ey3gUNG6jQqKkT6tUDsmSRXSFR+mm1wLlzwIF9\n",
       "WhzYG4+bt+xQyycIDb23oGGpgyiS647sEk1aitYW9WeeRrUmpTBlOg8FNRcMPFZixw6gX48XODu2\n",
       "JHJnfiq7HLOgKMDtZ0Vw4HIjHLzRFsdDKqJE8WQ0+twZDRvboEIF8EBAMhuPHwMHDwIH98biyJ+2\n",
       "yJs1Ao1KbEejz3ajqtdp2NumyC7RbPRauwpPNO2wY48z1GrZ1dDHYuCxIhMnpGLvbzcRMLwCHOyS\n",
       "ZZdjdpJS7HEyrDoOXmuKA9daIPxVLtSro0Wjpi6oWRMoVIjTX2Q6YmKAoCDg0IEUHNibhIinatQv\n",
       "FYBGPlvQoNQheGSOkF2iWVpypA8WnpqOwHPOcHOTXQ19CgYeK6IoQPs2CXB8uQdrvm3PN+d0evwi\n",
       "Dw5dbYCDIa1xMrQqtIo9KlfUokoNF1Spqkb58lwATcah1wOhoUBgIBB0MgGBp7W499AeZQvfRL1i\n",
       "O9Go1F6ULxRs9bs10ysgpBbaL92HU0FOKFJEdjX0qRh4rEx8PFCzajy+KDoP41uNll2OxVAU4NGL\n",
       "vAi8VQVBd2si8G4dXL1fGMWKJKJKNXtUqe6AypWBwoU5CkTpFx0NnDkDBJ7WIehkHM4E28PdKQZV\n",
       "igShSsHDqFI0EKXyXYGdTarsUi3GtUclUHfGaWzc7Ia6dWVXQ2nBwGOFnj0DqlWOx+A6Q9Gz7mLZ\n",
       "5VispBR7XLhfDkG3KyPwXgME3qqIFJ0jKldMQZUarqhcRY0KFQAXF9mVkinT64GbN8XoTeCJBAQF\n",
       "anH/kT3KFb6JKgWPoEqRE6hcJAi5Mj2TXarFehiZF9UmX8T0OZnRsRMX7ZgrBh4rdecOULNaAhZ0\n",
       "6IrWFbfKLsdqPHrhKQLQnVoIvFsHV+4VgVfhRFSpZofK1RxRvjxQpAhgx40fVklRgKdPgStXgMBT\n",
       "OgSejMPZ8/bI4hKNykUCRcApGohSea/A1kYru1yr8CI2C6pPuYAeA/Lgh0E2ssuhdGDgsWIXLwIN\n",
       "68Vjc6/P4edzTHY5Vik51Q4X75dF4O0qCLxXH5celMXD59lRKF8CSpQAfEo5w6eEBiVKAEWLgm3r\n",
       "LYSiAOHhwPXrQEgIEHIlAdevpSAk1AEalRaf5Q9DpQJ/okrhE6hcNIjN/iSJT3JC3RlB8PvCC9Nm\n",
       "8ofP3DHwWLk//wQ6tInF4SHVUTr/FdnlEIDEFAeERXgh5IkPQp6UxPVnFRHyxAf3n+ZEAc//D0Kf\n",
       "OcOnpAhCXl6AA88rNEmKAjx69P+hJgS4fjkeIddTERLqCAfbZJTIdws+uS7AJ/dF+OQJQQnP68ju\n",
       "Fim7bILoyN5iwWFk966E1escufbOAjDwEDZvUjCw7yucHOWLgjnuyy6H3iE51e7vIBReEiHPKuD6\n",
       "4xK4G5EL+fIkwsdbQYlSzvApaQNvbyBfPiBrVi6SNoaEBODJE+DWrX8GmxthjnB2SESJvH8HmxKe\n",
       "1+Gd5wbPoTJhigJ0/2UTXth/ju27nWFrK7siyggMPAQAWPizDgtmRODUqLK8wzQzKVpb3H5aBCFP\n",
       "fHD9SUmEPKuImxHeePRXDiQm2yFPriR4euiQN58Gnvkd4ZnPBp6eePPInh1snvYecXGiad+bxyM9\n",
       "Hj9IwuOHKXj8RIVH4faIT9DAI9srFMl1Dz45z6OEhxix8c5zA1lcXsn+J9AnGrZpDo6Hf4+jx5zh\n",
       "5CS7GsooDDz0xphRKTjwx234D6/Is3MsRHySE568yoPHLz3fPB5FeeFxVCHx58jsiIl3hEfOxP8P\n",
       "RWp45neAZz67N4EoZ07AzQ1wdQVsLGTNpqKIFg0xMcDLl2J05u8wk4jHD1Px6LEKjyMckJKqgme2\n",
       "F/DMGg7PzA/g6X4LnpkfIG/WR/DM8hieWR4jm2skR9IsxNwDg7EiaDxOBDoja1bZ1VBGYuChNxQF\n",
       "6PFtEm6du4K9A/3gZJ8ouyQygqQU+/+EosdRhfE4ujAev8yLZ1FZEZvgiNgEe9jb6eDmkgo3Fx3c\n",
       "3PRwcwXc3FVwc1PDLZMN3DLZwc1dAzc3vPVhZydGkzQa8evbfq9SATqd2I6t17/99zqdGHmJifnn\n",
       "IzoaiIlWEBOdgpgoLWKiteLPMUBMrAoxsRrExNkiNt4WDnZauLskIJNzrAgzme6LMJPl4Zsg45nl\n",
       "MTI7v2KYsRIr/Htg0v7ZOBnojLx5ZVdDGY2Bh/5BpwO+7paIJ9cuYfcPdeBolyS7JDIRigIkJDsh\n",
       "JtHt/Y+kLIhJzoqY5CyIScyEmER3xCS6IjrBBalaG+j0auj1KugV9d+/16vE7xXxe41agUajh1ql\n",
       "QK3WQ6N+/XsFGrUOarUCV8cEuDnFws0xBm4O0XBzeAU3+xdws48U/+1dD6cYuDrEwkajk/0pJROy\n",
       "6tg3GLd7AfyPs4uypWLgof/Q6YCunRIRGRaMnf3r89wtIrJo6050w4jti+F/3AleXrKrIUN5X+Dh\n",
       "MkYrpdEAazc4IlMhX7ReuB/JqeyCR0SWaePpThi+bTGO+DPsWDMGHitmYwNs+M0JTvkqodXPB5GU\n",
       "wqZbRGRZfj3VGT9uXo7DfzrB21t2NSQTA4+Vs7UFNm5ygkuBimi+4DASU9jdjogsw9oT3TF06zIc\n",
       "DXBCiRKyqyHZGHgItrbAr787IZtXeXwx708kJDvKLomIKF1WHfsGo3YswtEAJ/j4yK6GTAEDDwEQ\n",
       "01vrfnWER4ky+HxuAOKSnGWXRESUJsv/7Inxe+bD/7gTiheXXQ2ZCgYeekOjAVavc0TRCqVQe9pZ\n",
       "/BWTTXZJREQfTVGAybvGYdrhWfA/7oyiRWVXRKaEgYf+QaMBlv3igEZti6Da5Iu497yA7JKIiD5I\n",
       "r1eh/4Zl+OPaYJwKckbhwrIrIlPDPjz0TosW6jD1p2jsHVibp6wTkclKTrVD1xVb8FxVBzv2OMPd\n",
       "XXZFJAv78FCa9OmrwdyFmVF/5kkEhNSSXQ4R0X/EJLiiyZxj0GWri/2HGXbo3Rh46L3atlPh9y2u\n",
       "aLdkL7aebS27HCKiN55G5YTftHMoVrkMNm11ggO7atB7MPDQB9WpAxw84oz+v6/D0qO9ZZdDRITb\n",
       "Twuj2uSLaNmlIBYtdYBGI7siMnVcw0Mf7e5doGHdeHQqPx/jWozi6dJEJMWFe2XRdN5RjJ/ohu97\n",
       "MunQ33h4KGWYZ8+AzxvGo0TmvVjWrSsPHSUio9oZ3AzfrtmI5Sud0bKl7GrI1HDRMmWYnDmBY6ec\n",
       "kZilKfymnUPEq1yySyIiK6AowKSd49H399+w7yDDDn06Bh76ZM7OwKYtTmjasTgq/nQN5+6Ul10S\n",
       "EVmw+CQntF+8C3vu/Iiz551QoYLsisgcMfBQmqhUwOixtliwNCuazD2Gjac6yi6JiCzQw8i8qD7l\n",
       "IhwK1EPASRfkzi27IjJXXMND6Xb1KtC8aTzalV2GyW2GQKPWyy6JiCzAydBqaLd4D34c6oJBg224\n",
       "UYI+iIuWyeAiI4G2LePhnHQGG3u0gJtTrOySiMiMrQz4FiO2zse6X53QqJHsashccNEyGVy2bMCh\n",
       "P52R37cqKk+8iltPi8guiYjMkFanwYANSzDj6DycOM2wQxmHgYcyjK0tsGipAwYM90S1SRfwx5m2\n",
       "sksiIjPy6IUnak8/i7DULggKdkaxYrIrIkvCKS0yiOBgoEObeNQvthlzvuwNR7sk2SURkQnbfaEp\n",
       "vl39Kwb+6Iihw22h5u04pQHX8JAU0dFAj28TcONCODb1aoriHqGySyIiE5OitcXwzXOx9VJ3bNzk\n",
       "jGrVZFdE5oxreEgKd3fgt81O6Du0EGpMOY+1J7rLLomITMidZ4VQbdIl3FG+wsUrDDtkWBzhIaO4\n",
       "ehVo1yoeFT33YlGXr+HiEC+7JCKSaHNQO/TdsBKjxzmiX38Nt5xThuCUFpmE+HigX+9EnPaPxObe\n",
       "n6NUvquySyIiI0tMccDAjUtwJKwtNm11hq+v7IrIknBKi0yCszOwaq0jRk/2RN0ZQVhw8Afo9byt\n",
       "I7IWlx+UQqWfriHavR0uXGHYIePiCA9JcesW0L1zHGwSbmLV1+1ROOdd2SURkYGkam0wdc9YLDz6\n",
       "I2bMckC37mpOYZFBcISHTE7RosDx0y5o3r0sKv10BT8fGsDRHiILdPlBKVT86TrORA/CxStO6P4V\n",
       "ww7JwREeki40FPi6K0d7iCwJR3VIBo7wkEkrVoyjPdYmIKSW7BLIgDiqQ6aIgYdMgkYDDPpRg1NB\n",
       "zvj9xiTUnn4Wd54Vkl0WGUjADT/ZJZABpGpt8NOOn1B/ViAGjCqCPQeckSeP7KqIBAYeMin/Hu2Z\n",
       "s38wUrU2sssiog84e6cCR3XIpHEND5mssDCgX684PLn7FxZ17o5a3sdll0TpEBBS683IzoRt4zGu\n",
       "1XgAgJ93APx8jskrjNIlMjYrRmyZh71XWmH6TEd07qJi0CFp2HiQzJaiANu3AwP7x6NaocOY1b43\n",
       "PDJHyC6L0mn81nEY33qC7DIoHXR6NZb/2RPjdkxDp862GD/RAe7usqsia8dFy2S2VCqgVSsgJNQZ\n",
       "Bas1QanRtzB73xBOcxFJFHSrEipOCMFvN6fj6DFXzF3AsEOmjyM8ZFbCwoD+vePw6HYkFnb6CrVL\n",
       "BMguidIgIKQWp7HM0PPo7Bi+ZT4OXm+OGbMc0bETp6/ItHBKiyyKogA7dohprsoFjmJ2+17IkyVc\n",
       "dllEFkunV2Pp0d6YsHMKOnexw/iJ9nBzk10V0X8x8JBFSkgApk5OweJFWvSovQhDm0xGJudo2WUR\n",
       "WQxFAXaeb45R2+YjR96s+HmJC0qWlF0V0bsx8JBFe/gQmDAmEbt3azG0yST0qbcAjnZJsssiMmvH\n",
       "btTE8C0LkaAuiKkzXdC4MTh9RSaPgYesQkgIMHp4PM6dScL45sPQrcYa2Gh0sssiMiuX7pfGyG3z\n",
       "ceN5eUyc4oyOHQE1t7eQmWDgIasSFAQMHxyHZ49eYnKrH9Cy/HbemRJ9wN3nBTFm22wcvdEQo8Y4\n",
       "oEdPNezsZFdF9GkYeMjqKApw8KAIPvbaB5jWui93dBG9xbPoHJi4cxJ+C+qMAT/YYOCPtnB1lV0V\n",
       "Udow8JDV0uuBTZvEVFde9xsY0WQUGnx2iCM+ZPUevfDE7AMjse5kN3TrpsbIMQ7Inl12VUTpw8BD\n",
       "Vi81VQSfaZNiYa8Px/DGo9GqwjZo1HrZpREZVWi4F6bvH48dwS3w9TdqDBpsDw8P2VURZQwGHqL/\n",
       "p9cDe/YAU3+Kxcvn0RjaaDy6VF8HO5tU2aURGdT5e+Uwde8kHA/1Q99+Nujb3xZZssiuiihjMfAQ\n",
       "/YuiAMeOAVMnxiLkWgoGNZiK72ovhYtDvOzSiDKMogD+IbUxdd9k3HxWCj8OccR336vh7Cy7MiLD\n",
       "YOAheo/z54Fpk+IREKBHn7rz0avuz8jp/lx2WURpptVpsOtCM8w4MBGvUvJj2EhndO6i4q4rsngM\n",
       "PEQfITQUmD0jEX9sARqVOoTetWeherGTXOBMZiPiVS78cqwnlh/ri/wFbPHDEDe0bAloNLIrIzIO\n",
       "Bh6iTxAVBaxbq8fin+Nhq49Eb7+Z6FxtPVwd42SXRvQfigIcv1kTi/2H4NDVemjfTkGvvo4oXVp2\n",
       "ZUTGx8BDlAaKAvj7A4sXxOFPfzW+rPIbetWei5J5r8sujQgxCa5Yf6orFvsPgWKXBb37OaNLVzXc\n",
       "3WVXRiQPAw9ROj15AqxYpsXyZSkomuMmevnNQAvfHXCwS5ZdGlkRRQEuPyiNZccG4PfA9qhXV4/e\n",
       "/V3g58dzrogABh6iDJOaCuzcCSz9OQYXLmnQqsIOdK68AjWLH4dazZ8VMoyHkXmxMbAzNgR9j7jU\n",
       "bOj+tQO+72nD/jlE/8LAQ2QAT54Av23UY8OaOLyITEXHymvRucpqfJbvmuzSyAK8is+ELWfa4Nez\n",
       "vXD1oTfatAE6d3NEtWo8zJPoXRh4iAzs2jXg1/Up+HV9KjI5PkfnSsvQscoGeGZ9Irs0MiPJqXbY\n",
       "d6kJNpzpiSNXa6F+XS06d3dB48aAvb3s6ohMHwMPkZHo9cCJE8Cv6xKxdStQKn8IWpddjS/K7kb+\n",
       "7A9ll0cmKCHZEUev18XOSx2wPbgFSpXUofNXbmjdGsiUSXZ1ROaFgYdIgqQkYP9+YOfWeOzdp0ae\n",
       "LOFoVnoTmpXdhnIFLnDNjxV7Fp0Dey42xa4rneB/rSp8yyTji5auaNtOjbx5ZVdHZL4YeIgk0+mA\n",
       "wEBg944U7NqZhJgoHb4ouwvNymxCHZ8/udvLwikKcP1xCey60AK7r36Jm08Ko2G9VDRr7YpGjcAz\n",
       "rYgyCAMPkYkJCwN279Jj17ZYXLpqjzolT6Jxic2o7eOPIjlvc4uxBYhOcMOJmzVwOKQpdl9qCb3a\n",
       "Gc2a26JZS3vUrAke80BkAAw8RCbsxQtg3z7g8P54+PsDem0K/HyOobbXHvh5B6BwzjsMQGYgOsEN\n",
       "J0OrIyC0PgLCmuDmo/yoVD4JdRq44ItmGpQsyV45RIbGwENkJhQFuHsXCAgA/A/HwT9ABZU++R8B\n",
       "qFCOu3zjNAExCa44GVYdATfrIyCsMW48KoiKvknwq+eC2nU0qFCBO6uIjI2Bh8hMKQpw54444iLg\n",
       "SBz8A9RQK0moWOQ8fPMeg2+BYPgWPI/sbpGyS7Voyal2uPa4JM7f80Xwgxo4/6AyQh/nR4Vyiahd\n",
       "3wV+tTWoVIkBh0g2Bh4iC/E6AAUHA+fPpSD4TCIuXHZAJudY+Ba6yBCUAd4Wbm48yo/C+ZPgW14D\n",
       "30rO8PUFypUDHBxkV0tE/4uBh8iC6fUiBJ0/DwSfTcX5swlvQlDp/NdQLMcleOW8jmK5Q+GVOww5\n",
       "3Z9xSgxAfJITbj8rgrCnXgiNKI6wv8ri+pNSuPEo3z/CTfnyQOnSgJOT7IqJ6EPSHHj8/PyUgIAA\n",
       "Q9VFRAbyOgRduQKEhSoIu5GAsNBUhN22R3KKCl55HqFYrhB4Zb8Er1w34ZU7DAWy3UcWl5cWFYYS\n",
       "kh3x5FUe3HpaFGERXgj7qxRCn5VCWHghREa7onD+BHh5AV7ezvAqboPixYEyZRhuiMyVn58fAgIC\n",
       "OMJDRMDLl2JbfFgYEHZTh7Ab8QgNVfAo3B7xCTbInTUKuTM/h0fmJ8jt9gAebneRO1MEPDKHI3em\n",
       "COTOFIHMzq9go9FJqV9RgLgkFzyLzomIqNwIf+Uhfo3Oh4jYggiPyouIV7kQ/iILklLs4JEzEUUL\n",
       "6+Dl7SAeXoCXF5AvH6DRSPknEJGBcEqLiD5KYiLw9CkQHg5ERPz/r0+0CH+chIgnWkQ8VSH8mT2i\n",
       "Y+1ga6ODi2MSXJ0S4eqYABeHeLg6xMDFPhauDlFwtX8FF7so2KqToFbpoVbroVHroFbpoVIp0OvV\n",
       "0Ok10Ctq6BU1dHobJKS6IzYlM+KS3RGb5I7YJDfEJTkjNtEZsYlOiEt0QHyiHRzsdcgD55zzAAAG\n",
       "6UlEQVSZLQkeuXTI7aGGh6c9cnvaw8MDyJ0bb37NnJlbwYmsCQMPEWUoRRFHZ8TGikdc3Lt/r9UC\n",
       "Oq0CvV6BXvf/v+oVaDQqqDXq//9VBbVaTCW5uoqHi8vbf+/szJEZIno7Bh4iIiKyeO8LPGpjF0NE\n",
       "RERkbAw8REREZPEYeIiIiMjiMfAQERGRxbORXQCZjsePgRMngLNndQgKSsX9+2qkpIi1X05OehQv\n",
       "rqByZTtUrKhGjRpApkySCyYiIvpI3KVl5fR64NAhYN68ZJw+rULhwo+QNesD5M4djqxZX8DGJhWA\n",
       "CsnJdnj+PAeePs2DyMgCePgwJ9q0Afr3t0XZsrL/FURERNyWTu9w6hTQrVsKtNpYlC59CiVLXoOd\n",
       "XepHfWxsrDMuXfLF5cuVUKKEDdassUOBAoatl4iI6H0YeOgfEhKAESO0WL9ei/r1d8Hb+0aau9Hq\n",
       "dCoEBVXD2bM1MWWKBr16qdnZloiIpGDgoTeePgXq1EmBvf091K+/E87OiRnyvM+fZ8O+fW1Rpkxm\n",
       "bNpkCzu7DHlaIiKij8bAQwDE2UhVq6agcOFAVK8ekOEjMampGuza1QG5cuXDnj12DD1ERGRUDDyE\n",
       "2FigYsUU5MlzGjVqHDPYdXQ6FbZv74RixfLhjz9sOb1FRERGw6MlCAMHpsLFJQzVqxsu7ACARqOg\n",
       "efPfcO5cDNauZVgmIiLTwMBjBY4cAXbsSEW9enuMMuJia6tD48Z/YNAgLZ48Mfz1iIiIPoRTWhYu\n",
       "ORkoVCgFdepsRpEid4x67ePH68DBoRL27uViHiIiMjxOaVmxLVsAN7fnRg87AFClyjGcOqXg9m2j\n",
       "X5qIiOgfGHgs3Ny5yShd+qSUa9va6lC69AUsWqSVcn0iIqLXGHgs2JUrwP37Onh5hUmroUyZs1i9\n",
       "WkFSkrQSiIiIGHgs2ZEjgJfXDWg08tZhZckShSxZYnDxorQSiIiIGHgsWWBgMnLkeCS7DOTI8Rjn\n",
       "z8uugoiIrBkDjwULDgY8PCLS/Tz37uVP18dnz/4Qp0+npLsOIiKitGLgsVCKAjx8aIds2f5K93Pd\n",
       "v18gXR+fPftfuHlTn+46iIiI0oqBx0IlJwMajV7q+p3X7OxSuWiZiIikspFdABlGevtF3ruX/83I\n",
       "zrFjfm/+e4EC91Gw4AOj10NERJQeDDwWysEB0OnU0OlUaRrlKVjwwT+CTe3aaT+DKzXVFg4Oaf5w\n",
       "IiKidOOUloVSqYC8eVMQGZlNdin466/sKF6c32pERCQP34UsmK8vEBHhke7nKVDgfro+/vnzvKhS\n",
       "hedpERGRPAw8FqxKFXs8f+6Z7udJy5qd//X8eV74+qa7DCIiojRj4LFgdesCYWHe0OvfenCsUbx6\n",
       "5Y4XL9xQrpy0EoiIiBh4LFnZsoCnpw1u3SoqrYZLlyqga1cVHB2llUBERMTAY+kGDrTH5cvVpFxb\n",
       "q9Xg0qXy6NuXmwGJiEguBh4L164d8PJlLty5U9Do1w4Kqo5KlVQoVszolyYiIvoHBh4L5+AArFpl\n",
       "hwMHWiM52Xg7pZ49y47g4GpYsYK7s4iISD4GHivQuDHQuLEdjh5tYpTrabVq7NvXFtOn2yBfPqNc\n",
       "koiI6L1Uynt6/qtUKuV9/5/MR3Q04OubgiJFjqNKlVMGu45er8LOnR2QL18B7NxpB5W8DWJERGRl\n",
       "VCoVFEV56zsPR3ishLs7EBBgh+vXa+L06RoGuYZWq8bOne2ROXMBbN7MsENERKaDIzxW5skToHbt\n",
       "FLi53UK9envg6Jgxx5i/eJEF+/a1QbFi2bB1K8/OIiIi4+MID72RJw9w4YIdypcvhhUr+iMsLH09\n",
       "evR6FYKCKmPt2p7o2zcndu9m2CEiItPDER4r5u8PdO+eAhubKJQufRI+PiGwtdV91McmJDji0qWy\n",
       "uHy5MgoWtMf69XYoUsTABRMREb3H+0Z4GHisnFYL7N0LzJuXjIsXgcKF7yNbtgfInTscWbO+gK1t\n",
       "KhRFhZQUOzx/nhMRER6IjCyAe/fy4IsvFAwYYIeKFcH1OkREJB0DD32Uu3eB48eBM2e0OHtWi/v3\n",
       "NUhOVkGtBhwd9ShWTI/Kle1QsaIafn5AtmyyKyYiIvobAw8RERFZPC5aJiIiIqvGwENEREQWj4GH\n",
       "iIiILB4DDxEREVk8Bh4iIiKyeAw8REREZPEYeIiIiMjiMfAQERGRxWPgISIiIovHwENEREQWj4GH\n",
       "iIiILB4DDxEREVk8Bh4iIiKyeAw8REREZPEYeIiIiMjyKYryzgcAxdoetWrVkl4DH/yaWfqDXzPz\n",
       "e/BrZn4Pa/2avSvTqP4/2BARERFZLE5pERERkcVj4CEiIiKLx8BDREREFo+Bh4iIiCweAw8RERFZ\n",
       "vP8DIah1kwbYE8wAAAAASUVORK5CYII=\n"
      ],
      "text/plain": [
       "<matplotlib.figure.Figure at 0x10b793470>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = Jupyter(10, blueprint=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Color and gradients are not right yet, but looks great !"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "for small graphs you can also remove moons. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": [
       "iVBORw0KGgoAAAANSUhEUgAAAV0AAADqCAYAAAABMJbOAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n",
       "AAALEgAACxIB0t1+/AAAIABJREFUeJztnXeYHNWVt9/qNHkURmGUMxKSEAiEAmBGSAgjMDitAzZh\n",
       "wRgbGydYGy9OaxtswDa21znhxWsbw7c2GDAgQCJKAiQhhHJGOY3CzHT3hK6u+v443YzCaEJ3VXXV\n",
       "6LzP08+knqrqPn1/99xzzzll2LaNoiiK4g2hQl+AoijKqYSKrqIoioeo6CqKoniIiq6iKIqHqOgq\n",
       "iqJ4iIquoiiKl9i2fdIHYHf2UVNT0+nnBvVYhb629mzVlUdQXm9Qr61Qdu2KbdUWhbNrhA7QPF5/\n",
       "YBiGo8dTu/oDp+0Kals/0J5dNbygKIriISq6iqIoHqKiqyiK4iEquoqiKB6ioqsoiuIhKrqKoige\n",
       "oqKrKIriIR3m6QYO24J0E1gpJEc5iwGhGISLwYXcSMUDzEawWjjRrlEIl6hdg0q6WR5YR/3SACMM\n",
       "kVIwupdv2K7o1tTUeHUduZGKAzaEIlC3BurXQ3wLJHdB0z6wmsFOi/HCJVBSDaVDoGwE9DgdKk6T\n",
       "5xgRMa6PcdIWvrermQTLlAmyYSPUr83YdQc07oV0MmPXEISKobgflAyCipFi0x4TwTYBA6LlhX41\n",
       "7eK0LXxt23SzOESREkjsgLpVEN8KiW3QtEfGs52WyTMUg6I+UDIQykdC+WjoNUnGqmVCtMLXk2x7\n",
       "djDaq14xDMP2VXWLZYpINtfC/pdh3/Nw8DUZlLbV8f8fjxGBnpOgz3ToPwv6XgCRMgiXQshfs6th\n",
       "GNi27cinzHd2tS0wE5BuhAOLYN9zUPsaHFmRWbF0FQMqx0GfadD/Iuh7oQhzKCYTtI9w0q6Z4/nL\n",
       "tql6+Vr7KuydD7WL4dAymThzoWy42LXvhWLb8hHy+3CxI5frFO3ZNRiim4qLV7P9YVj3Yzjylnvn\n",
       "6ns+jPsyDHw32LbMyj6gW4qu2Sjeyt7nYO0PYP9L7p2rx3gY+yUY/jEReZ94wN1SdK0WcZCOrIA1\n",
       "98CuJ8SDdYPSwTDmszDm07KijVa4c54uEkzRzXo/LYdg7Q9h659aZ00vKO4Ho2+CsV8QDyla6d25\n",
       "26BbiW6qXgblhp/Bxl9D017vzh0ph+FXw/ivQFHfgscMu5XopuLydesDsP6nEhryilAUBr8fxt8u\n",
       "q5wCr2qCJ7pmEva/CGvudtf76QxGCAZeDhO+Bj0mFMxD6haia8Yl7r7qTtj1uHveT2fpez6c/hWo\n",
       "vrhgMf1uIbqpuIT8Vn0Xtj0oYaJC0mNCZlVzFYSKIBT2/BKCI7pmElJHYOHHYf8L3p23swz9EEz9\n",
       "rWzKhYs8PXWgRTfdLLH4JZ+Ft//s3Xk7S98L4PwHIdZLYvoeEmjRtdJi11V3wdp7Cj+JHk/lWDjv\n",
       "r7K56rGz5H/RtW2ZHTf9FlbcUfiZsj1iveHcX8Kg93g6QAMrumYC9jwDr98k3pBfCRXBpO/Aabdk\n",
       "0gq9CTkEVnRTcahfA4s+Dg2b3D9fzhgw5mY46x6xcTjqzVl9LbpmEhp3wysfgcNvuHsuJ6meA+f9\n",
       "GaI9PPF6Aye66RYwG2DxtbD7SXfP5SQ9J8H5f4OyYZ6EHAInupYFVhLeuA02/Y5jc6Z9TOlgmP4n\n",
       "6DPVE2fJv6KbisOeebD4asnfCxqx3jDzX9DzDNcNGSjRNRNQvw6enwvNB9w7j1uEYjD9f2DQlRAN\n",
       "jl0zx3PPtulmseeCiyU2H0Qmfks2UV2eUP0pumZSNlTWfN+d43uFEYEpP4cRV7sqvIERXTMB2/8P\n",
       "Xv9kjjm2PmLcrTDpu64O0MCIrpmQ/NoX3yv7LkFm0JVw/l8gXOZagYX/RNdMwKKrYeejzh87Wgmx\n",
       "KkkhCUUkd89OiwBYLRJXNBPOn3fsF+DMu1wT3kCIrpnITKR3O3/scCkU982kAkVlsnvHrilJLUzV\n",
       "OX/egZfBBQ8Hwq6Z4zlv21Qcdj4Cr17v/GZZKAbF/SVEZ2TGrG1JRaGVkvRCN/YCek6Ci1+Q8KAL\n",
       "8Xt/ia6ZhFf+DXY/ldv/G2Ep86yaIuW8FWOgfLiUCxb1AUKyo4otG3Tv/J8BGLJJYqVkmdS4W8oQ\n",
       "GzZKmenB16B+AznHqUbfBGf/2BXPyPeiayZgxdckPzNXKsZA1TQoH5Wx6wgoHSR2DcUyIaiT2DUU\n",
       "k5+ba8WuibehfqN8PbRUCmpyFYz+s6DmMVeE1/eim4rDtr/JRmiu46J0MFRNF5tWjBb7lg6WXPhw\n",
       "CVhNrRWl2Wt/x64RmWBbDkHjHikZbsjadbl431ZzbtdVORbmLIJYT8eF1z+iayZh4UekQqWzFFWJ\n",
       "wfpeAAPmSA6e1QKEnCvXtdNybRhi7MNvwp5noXahlKOaDZ0/1phbYPLdjg9QX4uumYCV35aqss4S\n",
       "KYeqqdD3PKi+BHpPlt/bliz7nMittKxMuakloly3VqrfDrwsZaldiTcPuATe9YjjE6qvRTeVgJ1/\n",
       "h8X/TqcFN1QEvc+W0vrqS8TG4RIZs5FSWaU4gZkU5ylSAg2bpSXAgZfgwGJIbu/8cSpPh0sWQ6yH\n",
       "M9eVwR+iaybgjVslLawjyobB0A/DqBvl+3STiJiXFSZWixg2XAp1q2Hz72DH36Fpf8f/O/mHUpbo\n",
       "oPD6VnTNBGx5AJZ+tuPnFvWBIR+AUZ+U5V068/6GY85cS2ew0lKkES6WBjqb7xdPLrG14/8dca2k\n",
       "C/rUrpnjOWPbdJNMTAtmd9zXJFIGg66AUTdIT4R0k4QLvOyHYFmQjotXnKqHrf8Lb/9FSpE7os8M\n",
       "mPWcoxNq4UXXTMgb8PqnTv6ckkEitKNvlGWljW/6HgDyGowwHF4Bm/8AO/8BzQfbfq4RgouekYon\n",
       "hz54vhTddDMcWgLPzTz50j3WS8ozR98IvSZnOkT5o+8BIP0fAJLbxK7bHhIxPhnn/BRGfcIx4fWl\n",
       "6FoWNO6CJ884eZw8XCLx7lE3SPjFail4qfwxpFvAboGWOnEKtv1FOhGejFGfENt6YFf3RTfdAoeX\n",
       "w7MXZNrtHXMGGHQ5TPi6tG2zbd+3WAQg1SDLpP0vycbRgZdPfE6kAi5fCaVDHdkh9aXoJnfBvya2\n",
       "vZvdZwZM/IZ0grJSvmlE0i5mUmxVt0ZKWnc9fqKXZ4Rg1gJZPjuQn+1L0U3F4elzoGHDiX+rHAfj\n",
       "vyoOkpWCmI+E9mSkm0V7GvfC6u+JA9hWHHjKL2U140CaYGFFNxWHJ8bK5kaWUAxGXg8Tvy67h0EY\n",
       "kG2RjRk27oS3vgU7/u/YQdprMsx5xZGJxHeiayZl6Vn76tFHhiHvhzO+I2EhH7bI7DSpBglDrLoL\n",
       "Nv/+2EFa3A+u2OiIZ+c70U3FYdkXYMv9x/6+77skfa7q3ExmkDeVXY6TapAxuv6/Yf2PoeVw699C\n",
       "UXjP+tZ2kXlQONFNxWH5l2HTr+XncLHs8E/8lrzAoIptW6QaxON78w5p+pFdbp99H4z+VN7C6yvR\n",
       "NRulk9SSmzMHDInnc+b3ZeOzW9k1DnZKxHfjr1r7wI64TvKz8wyV+Ep0LRMOvg7Pnt/6u/6zYfK9\n",
       "0r+gO93FwUwCNmz4Jay9tzUtrWoazF7g6nh1T3SttIQV5k0FbInrTf2NxIL8FNNzmlSDGHDxdRJ2\n",
       "CBfDFZuhdGBeh/WV6Dbth8dGSpy7zwyY8QAUV3cvsT0eMy7L1CWfkb7OIKuYqml5bfD6SnTNBPzr\n",
       "DNlUrBgD0/8IPc/s3uPVbAQsWamu/4k4S1N+CSOvy0t4CyO6ZhKeOktexLT7ofc53dt4x2MmYNeT\n",
       "sOwWqBwPM5/IK0jvG9E1E/DyByX39eyfSjghCHF4p0jFJef31etl8+jyVb6xa+Z4udk2FYdV34YN\n",
       "v4CJ34Sxny94T1pPScWlr/Pi6yTj4cotEkbKkfbs2u5aIef7LZkJWHefBKUvWym7+KeS4IIMxMFX\n",
       "ipfbcwLsfDyvslhf3CPNMiV/uXQYXLkVhn7w1BJckM9x1VSYu1y6V62+u7V5dw745h5pjbulMOi9\n",
       "W2Hs5zI5taeI4ILYtWI0zHoWpv5O4tou2dUdT9dshtRhWW563J/Ul6Ti0LwfigfknAbnC0832xGu\n",
       "uPrUm0TbwkzII1qZc2qgLzzdVFwqMitGStHKqU72buLpJik9zwFvwwuWhVQAnUKzZGewLDBsyfXN\n",
       "AV+Irp2W/OkCdOL3NVbmzsM5vC++EF3bEpHxuDG/70k3y8ZhDpka7dnVeWU0DKkKUY4lmzpl2651\n",
       "NnIVOzNhBPDSXScUObYfRJCwbREWFdwTCRe5Ylc32us4fshuRVDfn6Bet1cE9f0J6nV7hWE4Lrzd\n",
       "JOlOURTFJRyemFR0FUVRPERFV1EUxUNUdBVFUTxERVdRFMVDVHQVRVE8REVXURTFQ1R0FUVRPERF\n",
       "V1EUxUNUdBVFUTxERVdRFMVDVHQVRVE8REVXURTFQ5wR3aC2tSs0fn/f/H59fsXv75vfr6+b48zt\n",
       "erQ9XG504X0ryO161K65USC7dvp4alfX8f52PYrj+OLOEYrj+OLOEYrj5HxjSkVRFMVZVHQVRVE8\n",
       "REVXURTFQ1R0FUVRPERFV1EUxUNUdBVFUTxERVdRFMVDVHQVRVE8REVXURTFQ1R0FUVRPERFV1EU\n",
       "xUOcFV2t+e4cQXufgna9iuJjnBVdw9AB2hG2HbwuT2rXjgnq+xPU6/YK23L8kM6HF+w0pJscP2y3\n",
       "wGqR9yeI2Gm5fuVE0k3BtSsE+9rdJN3oymGdF91QBJoPgZkES40JiFiZCUg3y/sTREIRsFKtr0OR\n",
       "z7eZhKba4NrVMMAyW8esIpgJSOxwZUJyZyMt1hMWXgWH34BU3JVTBAYzAXuehSW3AAFfytkWvHEb\n",
       "7H5KXtepTCoOR96CVz4CRb0LfTV5YsPmP8jjVHeWzLiI7csfhtJBEIo6fgp3RDcUg3FfgnlTYcmn\n",
       "oOUwmO646r7FTEByF7z8AXjpfTDxaxCtLPRV5Ue0AibcAQs/Ci9eKR/OU21SNRuhpQ6W3gJPnwOn\n",
       "3QxGQL3cLOFiGPNpWP09mDcNjqw49eyazqzi1twDj4+Gfu9y7VTO3K7nhKNGoPcUGHYVvP1X+OcI\n",
       "2PqnU2MWtVLyOtf+EB4bBXueEaEqHpDXYQtyu562KKqCSd+GfQvg8VGw5u6MXbt5vDcbStj2N3hs\n",
       "BGx9AAa/F/rVQDiW82ELcruetggXwfT7oW6VTCZLPwMtR04NZ8mMw/7n4V8TYNWdUHEajP08RMpy\n",
       "PmThbtfTUicDs/mg/NxzEpx1r8wioVhw42Btkc5sku18BFZ8HRJb5feVY+HSNyBSmtfhfXW7HjMp\n",
       "HlHdKvm5dAhM+i4M/TAYIRnA3QUrDVYz1C6G5V+RkBlAtAdcuSXv0IKvbtdjJmDRNfIZBoj2hPFf\n",
       "hbG3AEben2HfkYrLOF3+H+IcgXx+566AHuPl+xxpz67uim66GXY9Dq986Njf95gIZ94JAy4BAj5I\n",
       "zSRgwPaHYOV/QWLbUX804NJlMtmEwnmdxleia1tQtxaemnRsSk3pYJj4DRh+DWAHe5Cmm+W17Xse\n",
       "VtwhS+6jmfGATDLh4rxO4yvRBQkF/nMkpI60/i7aE8bdCuO+mPm5Ir+LLCSWKZNo3Rp486uyYjua\n",
       "cbfKSi5SntdpCie6ILPny/8Ge54+8W9lw2DcbTDqBvESgxLztC1INQA2rP8JbPgFNNee+Lwxn4Wz\n",
       "7oZofgYEn4kuiJew6tsSRjmeWG847TPyASYkgzQPr8FTUvUSo93yAKz9QeuK5Wj6zYSZT+S1/Mzi\n",
       "O9FNN8GOf8Cij5/4t3AJjLgGJn5dPP1waXBWq2YCCMHuJ2H1XXB4+YnPKRsBl6903a7e3A24pQ6e\n",
       "mtz2BxhkVhl0BYz6BPS9QOKDfpxNW+okLLJnHmz5o0wkJ4tlVk2D2fMdMSD4UHRBvPznL4UDL7f9\n",
       "91AUqi+BkdfDwLkS7471yP+8TpNqkGutfQ02/x52/hPMhrafWzoELlsBsV6OnNp3ogsiUMu+INkM\n",
       "bZ9FxumIazIhJQPCZXmv5hzHTMpkX78ONv0Odvwdmva1/dxIGcx9E8qGOzKRFF50rTQkt8GTZ0rQ\n",
       "uj2iPWSDYtSNUHWuLPMi5YUxqGXKBzBcBHvnw5b7JV2qo6TpkoFw2UpHU4l8Kbogmy1PngnJ7e0/\n",
       "L1QkwjvyeqieI5NVpKwwnpJlyecwHINDy0Rcdjxy7JK6LcIlMHc5lI9y7Lp9KboggrVgDtQu6uCE\n",
       "IdlMHHEdDPmArALDJXltLuZFqkFs07BFJtDtD0Pj7g7+yYCaJ6D/RRApceQyCi+6AGYTHHgJXpjb\n",
       "+dK6WC/oP0s23vrPll3FdKN4mw69OcdeY0LCHKEY1K2GPc+JF7f/hc7npYZL4dIlUDHG0Rw/34qu\n",
       "ZULibVnJdDShZgmXQP+Z4i1Vz4GeZ4gXjOFIKOYEzEYR+XAJxDfB3gWw/0XZsc5u8naIARc+Ktfr\n",
       "4GfPt6ILEt998qyOJ9R3Th6BvufLo3oO9D5HRNmt0GG6BdJJ2TtI7oT9L0kMft/zkNzR+eNMukuy\n",
       "FRz87PlDdEGEa9fjsPBj5FQoEIpBr7OgzwyJq1WMlFSsWC8ZVNmlvhHJ9DcIAQZgyflsG2xTfhcu\n",
       "AiMsg65xDzRsEGPVLhbBzaUSJVQkIYVeZzs+KfhWdEHigEdWwXMX5lY6aYSgxwSomg7Vs2RyLRkA\n",
       "RX0yZeXNgC32MrI2Dcnv7KxtTTlWKCaPlsPQtBfiW2XSrF0Mh97IPbVt+h9h6IccCxdl8bXoWiY0\n",
       "7Yd5U2SM5EL5qMx4rZHJtXSQ2JUQWE1iPyN81HjN2BUrM17T8nMoCqFiMOslRJDYLiJbuwgOLun8\n",
       "hH88426FSd/x1K7eii6I8O58DBZf7WAzCQOK+0LJYNlBL6oSIxmRTPmqKZ6UnZIPUXInNO7qgpfT\n",
       "CcIlcNE8md1d2LX3teiCeJN1K2H+LGer1WK9xaalg6C4PxjRzACMZPpBpOTRckjsmtwpNnas+s+A\n",
       "ab+HYR/Oe0e7zaP7WXRB3tvGvfDMDBkzThGpyNh1sEywoVjGrtGMXTNjNlUPjRm7Nu5tnVydYNyt\n",
       "kuro8Xj1XnRBBuXe+bDwI92jOU6sN1z0tKTCuRH2IACiCyK8DRskFth8wPnje00oBuf9GQZe5rgn\n",
       "lMX3oguZ3gy1MH8m1K939tiFYtJ3pWq2AHYtjOiCBOoTb8sA7TDQ7WN6TIBZz4rwuphvHAjRBYmz\n",
       "pY7AgktOzG0NEsX9ZeVSMcbVfONAiC7I5mM6IY7S7qecP75XhEvhgr/JXpFLggt+FV3ILB8a4MXL\n",
       "ofZV987jFoPfCzP+LIPS5TzUwIguSCwunYRXb5Dd46DR+xyY+bRs/ri8Cx8Y0c1iJmDVXVL+HbQG\n",
       "TqVDYdYz8tWlFWkW/4puFjMpaTtv3u5aD0tHKaqCc3/l6rLzeAIlulmyHdZevykY4YZwMUy6E8bc\n",
       "7Fk1XeBEF2TTqm4dLPoYNGx091yOYMBpn4Ozvieb3R6kKfpfdEGEN1UHi64+sTTPTwz7KJz7awkl\n",
       "5FkC2hUCKbogmQdWMyz9nDQ98iv9LoTz/iptST2aSCGgogutPSlWf1+8Xic3uJykchyc/yCUj3Yn\n",
       "HfEkBEN0s2SzG5beIjvSfqF0KEz/HynY8NB4WQIrullScTj8Jiy+9uSViYUg2hPO+UkmHcz7XhGB\n",
       "Fd0sZkL2ZBZ+DA4t9e68HREqgglfg9Nvy3i33hZXBUt0IXP7E1u6Ha39UWtnp0LQ/yI4/cvylTCE\n",
       "nW9q3BkCL7ogu+C2CftfhrX3SgZLoeKCPc+E02+FIZlmTC7H+E5G4EUXMjH8RqhfK/1odz6aKXYp\n",
       "AGXDJZQw+kak74f3DhIEUXSzWGlJoE5sE2Nuf9ibFLNopZQ1nv7lzHKznELfTLJbiG4W25a4YKoe\n",
       "1t0Hm+/vuATXCUJFMPTfYPztUD7Ss/hee3QL0T2aVL3k32/8lTSCcjK392QYIRjwbjj9K9LzxAft\n",
       "RYMrukeTyjQg2Xw/bP0fOLLS2fsXhWKyaz3607LUtC2Iehfb64huJbpHk+3+tPMfMlAPLpVYoVMY\n",
       "IcmfHnENjL4JKTX2TzOlbie6WdJNgC2rmnU/hgOv5F41djIqRsOQD8LYL8lKxUddCruH6GZJt4j3\n",
       "G4pJ96C98+HAQjj4WhfyfQ1ZhvSZJhso/WZKuWK6sXBNWDqg24pulmxzoUiJlO7ue0F6ddS+BvEt\n",
       "dDoMUTIAqqZCn/OherY0o7ZaxKv1Yd/mbiu6WWxbvN9wCTTtERHe/4LYtX5t5x2nWC/ZT6maAdUX\n",
       "SzsAAyDky77N7dm1XXVx+lYijhCOteZO9joLepwhHcmyZYQthyU9qXGviLOVFhENl0JJNRT1lRnR\n",
       "ahaDR8pbc2wL1RmpE/jmdj1uEYq0tn2sHCv9F4ZfJXX54WLJbGmqlX4KZkJE2gjJYC7pD0X9JBRk\n",
       "mzIxH92ZzsMsk67im9v1uIVhtNq1bBiMGAZD3idiHCkVWzbViiCnGiQWbIRkPBf3kyKVWKZbX7pR\n",
       "/seFm0U6TeFu16M4Rrf3dE9Rur2ne4rSnl0D0s5fURSle6CiqyiK4iEquoqiKB6ioqsoiuIhKrqK\n",
       "oigeoqKrKIriISq6iqIoHqKiqyiK4iEquoqiKF5i2/ZJH0jBe6ceNTU1nX5uUI9V6Gtrz1ZdeQTl\n",
       "9Qb12gpl167YVm1ROLu2WwasKIqiOIuGFxRFUTxERVdRFMVDVHQVRVE8REVXURTFQ1R0FUVRPERF\n",
       "V1EUxUNUdBVFUTxERVdRFMVDVHQVRVE8REVXURTFQ1R0FUVRPERFV1EUxUNUdBVFUTxERVdRFMVD\n",
       "VHQVRVE8REVXURTFQ1R0FUVRPERFV1EUxUNUdBVFUTxERVdRFMVDVHQVRVG8pLvfqrs73Wpab8Ee\n",
       "jGvTW7Drsdqza4QO0Fu0+wPDMBw9ntrVHzhtV1Db+oH27KrhBUVRFA9R0VUURfEQFV1FURQPUdFV\n",
       "FEXxEBVdRVEUD1HRVRRF8RAVXUVRFA9R0VUURfGQDosjAoOVgnQj2BYYIQgVyVdCgAV2GqyWzN/D\n",
       "EC6FULjQV610hJ0GMylfjRCEYmK/d+xqZeya+Xu4BELRQl+10hG2lbGrCRhi11DWrpm/W81iVwwI\n",
       "F0O4qIAX7Bztim5NTY1X19E1bBvMBhl8dhoOLYd9CyC+CZK7oWkPNO5rNZoRlsFYUg0lA6FkAFSO\n",
       "g/6zoecZrYaNlhf6lZ0UJ23hW7sCpOKADaEIHFkFexdA/Rpo3A2Ne6Bp73EiXAzF/cSmJQOhfCRU\n",
       "z4be54jdrbTY1fDnos5pW/jWtmZSHKNwCTRsgH0vwJE3xa7ZMZuKZ+yaEeGiPq12LR0K/WdC1VSI\n",
       "VkK6OWNXfzpO7dnBaK9k0DAM21clhakGMcq2h2D/C1D7GiS25nlQAyrHQp/pIsJD3i+i7jMBNgwD\n",
       "27YdqRn1n13jIoq7HoM9z8DB16B+nXg7+VA2DKqmQb8aGPZREfJopTPX7BBO2jVzPP/Y1mwEAxHY\n",
       "XU+IXY+8JeKbD8X9xK59L4BhV0GsJ0TKRax9Qnt29b/oWqYsH+vXwpp7YOej+RutPcKlMPxjMP52\n",
       "KK7OhCEK7yV1O9G1LEgnoXk/rLkX3v4zmAn3zmdEYNAVYteeZ0gIwgdhiG4puql68UTX/xQ2/Raa\n",
       "D7h7vn4zYfxXxBPOhiIKTDBFN+v9vP1XWP9jqFvj/TVUTYPT/wMGvUe8rkip99eQoduIrtkoHsnu\n",
       "ebDuB3BgoffXUDkWxn4RRlxT8FVNtxHddCaufmgZrL0Hdj+Z/0qlq5QMhDGfhtNukbBDAVc1wRLd\n",
       "dDOkm2DF12DrA2DGvT1/WxT1gTE3i5cUKpJlqscEXnSttMTY190HG34GTfu9PX9bhEtFeM+6O7NR\n",
       "472H1C1E10zCtgdh9fchvtnbc7eFEYHB74WzfwxFvSFS5v0lBEZ0zQTsfhqWfAqaD3p33s5SNhzO\n",
       "+zP0PNNz7yjQopuKQ91qWPRxfwzK44n1gim/gMFXej5AAy26ZkImz4VXSbzWb4SKYNK34bTPyYTq\n",
       "4Waq/0XXbJRshMXXwZ6n3T9fvoy4Fqb8TIzqURpLIEXXapGVyxu3webfuX++fOk/WybVaKVnoaRA\n",
       "iq5lgdUkq5ZV33F3j8UJep4B5z8IpcM8c5b8LbpmArY9DMs+749QQmcp7gcz/hf6nu+JdxQ40TUT\n",
       "cPB1WPgxSfMKCuFSOPtHEnYImF0zx3PXtmYjJLfDS++Xze2gYIRg3G1wxn95MqH6V3TNJCz7YjC8\n",
       "oDYxYNJ3YNytrhsyUKJrJmDDL+HN25E7lwSQEdfCub8KlF0zx3PPtqk47Jsv4YR0ozvncJt+NXDh\n",
       "PyXFzMXiKP+JrpWWcMKL7ynM7rXTDPkAzPiTq55RYETXTMBrn5SNlaBTNRVmPgXRHq4N0MCIrpmQ\n",
       "lM1V33X+2F5TNhxmPQelg1zbPPWX6FppaDkIz5zn4KaKIcv90sHyiFVl8jAjrVVrVkpijE0HILkT\n",
       "GndBc61D50fSy2Y9C9EK5455FIEQ3VQcXpgLB15x7phFVVAyWAZIcb9MuWhUdqjfsWsKWg6JXZM7\n",
       "JffXqXSlsmFwyWIo6utK1kogRNdMwpKbYeufnDtmtLJ1vBZXZ7KCMmPWtiQ/305Jzm/Wro17MmXD\n",
       "Dp1/9ouSPhgpceaYR+Ef0c0K7rypkNjW9f8PxaDXZOgzQxKiK0aKwWK9RFCtFsAQoTUMICRfbRup\n",
       "07dba73DRfK8lkNizPoNsO95qF0MdasypcFdpNfZcPELrgiv70U3FYfn50DtqzlcUAh6TMxUBV4E\n",
       "FWOl/LOoSuyQbgZsEdoT7GrLILXT8n0oJo/UEWjcC/GtmerFxXDoDUlb6yolg+DSJa4Ir+9F10zC\n",
       "azfmvnKpGJ0ZrzWyoVUyUFIwCWVCFHZmvGb7pBhg2K22tUzeKQsPlcgKuWmf6MeBl+HAItk7yGU/\n",
       "KFIGF78EPcY77vH6R3RbDsPT53bew431gv6zoN+FsrNcMUYMFYq5MjthJmTwhmJSjLH3OTHsvuc7\n",
       "Xy1VNQ309uPrAAASn0lEQVRmz3c81OBr0TUT8Pxcea86Q7hUqof6XgDVc6DnxMyEGYaoCyGadJMI\n",
       "d6QEGjZLXHL/S9Kvo7OpiaVD4dJlMhE4WG7qa9E1k7D0Ftjyx06ePCIby33Ph+pLoPfZrZOjGyvA\n",
       "dItUNYZLZeW6/yUZq/uel82+zhCpgHe/CuVjIOxchaI/RNdMwPxZMiu1R7QHDH4fjLoRqqZkBktF\n",
       "YUpxLVOuO1wkA3Tz/VJp09EmwpAPwowHHBVe34qumYDXboJtf23/eeFiGDAXRl4P1ReLyEbKClJo\n",
       "gmWJZxSOife7+Q+w8xFxCtqj12SY87Jv7Zo5njO2TcVhY3YztL0ThsWLHXkdDH6/rDrCJfLeFoJU\n",
       "g3ym4lth0+9h+8MiyO1RXA2Xr5IJ1SEKL7pmApZ8VirM2iJSLonpIz8hs6TV4lpsNC9a6iXutPcZ\n",
       "mf13P5Xx0Npg0p0w7gvy2hzAl6KbSsCm38Dy29r+eygKA94NI66HgXPlvYr1yP+8TpNqkGs9+Dps\n",
       "/j3seFSWsW0x9CMw/Q+OCa8vRddsggMvwfOX0nb2iQH93gXDr4GhH5KfI2X+a5VqJiVsUb9eMqS2\n",
       "/5+EJtqi9xQJDXpgV/dF10zClgdg6WdO/FvZMMmdG3WDLOt91gHqpNiWDEobWP8T2PDzNjblDLjo\n",
       "afECHCig8J3oWimJk86/6MRNq1hvOO2zMO5LQEgmUJ+2VjyBVL0sk7f+SRrxtNXFbvIPpCzcgQHq\n",
       "S9FN7IB/jT8xThoukVS6iV+XsRouLcxKJRfMBBASR2n1nXB4+YnPGX4NTP2V63Z1X3STu+Dx0RJX\n",
       "y9JjIpx5FwyYA4SC3ZzYTErcattDsPK/jt0gLO4HV2x0ZDLxneim4vDEWOmHmqV0MEz8Jgy/GrAL\n",
       "2iAob7INXPa/ACvugMNvtv4tFIX3rIfyEXmfxneiayZhwexjN0SjPeH022DsFzI/+3AV2lmstFTT\n",
       "1a2FN78q8f2juWie7DeE8guPFE50zaQsUbIbLD0niZfQ94LMLnNAZsnOkB2kOx+VZj1ZD2nEdTDl\n",
       "53mXH/pKdFNxWP5l2PRr+bl0CJx5Jwz5kHi0QZ5Ejyc7SGtfk9d8+A35fdU0mL0g74nFV6JrNoqH\n",
       "v+TT8nO0J0z4T1m1YAR7Em2LVFzG6fIvw5558ruSgTKhujhe3RNdsxG2PwSvXi+bY2fdCyOuzuTj\n",
       "+Sz24yTZvNG1P4TV35MUpTmvyCDNY5LxjehaaVmazZsqHt/4r8D4/8yk9BRo88QLsl3Stj0kMeyW\n",
       "wzDll7KBlIcY+Up0m/bDYyNlKT7iWjjnpzJe3cgU8hNmHA4shtc/KSvV0Z+CyT/MS3jbtatt2yd9\n",
       "1NTU2DnTdNC2H6607YUft+3mQ7adSuZ+rCCSitt2YpdtL3i3bT86XH7Og4wt2rVXZx952TWVsO3H\n",
       "xtj2c7NsO77dtlMNuR8riKSStt18xLYX/7ttP1Ru24378jqck3a187FtKi6f1Scm2vbBZbbdcorZ\n",
       "1WyRz/aKb9r2g0W2XbvEttNmzodrz67ueLqpBlj5HRj2Yag83Xe3vvEUMwH7XpTmIGNuztkr8oWn\n",
       "m26CTX+Q6rABcwrSp9Q3pOJyT74tD0j7wBzj9r7wdG1L7kXXsA5G3tD9V6PtYSZkFfPWN6XdZ45e\n",
       "vvfhBTMpX09l4x2N1SI5v3kswX0hulaLhE6MSPeK2+ZKtsWhbedc1OEL0c3eNDIU7X5x21wxE/K+\n",
       "FPfN6d+9FV07LfGvQiVH+xnLPKpEuWsUXHRtO1Ot1402P50i3SJ2zcHB8IXo2lZwUvq8JN3c2r+l\n",
       "i7RnVxdGUAjC6t22SSiSqSkPKCq4bROOBdeutq2CezLCRa7Y1dl327YdrUvvlgT1/QnqdXtFUN+f\n",
       "oF63V7jw/jgrumpARVGUdtF1haIoioeo6CqKoniIiq6iKIqHqOgqiqJ4iIquoiiKh6joKoqieIiK\n",
       "rqIoioeo6CqKoniIiq6iKIqHqOgqiqJ4iIquoiiKh6joKoqieIgzohvUtnaFxu/vm9+vz6/4/X3z\n",
       "+/V1c9oV3Zqams4dRbuL5UYX3rdO28LJY6ldc6NAdu308dSurtOeHdy9BbviGAW/c4TiCr64c4Ti\n",
       "OO3ZVWO6iqIoHqKiqyiK4iEquoqiKB6ioqsoiuIhKrqKoigeoqKrKIriISq6iqIoHqKiqyiK4iEq\n",
       "uoqiKB6ioqsoiuIhKrqKoige4qzoas23ciqjn//uicN2dVZ0DUM/eB0R1PcnqNftFbYdzO5datf2\n",
       "sS3H7ep8eMFKgdXi+GEDj5WW98a2Cn0luWFbGdumC30l/iPdEtzPvGGAZUK6udBX4j/Sja583p0X\n",
       "3XAMUvWQ3A1mwvHDB5JUHOKb5MMdChf6anIjFJYPYMN6eT2KfL6b9kHLIQgXFfpqcsdqhkPLwFS7\n",
       "ApBuEg2rXw+hiOOHd2cjLVQES2+GtT8CMylicyqSbhaBevN2WP9zIOheYhq2PABv3CofynRToS+o\n",
       "MFimfK7X/wwWXQeRskJfUX6EiiCxDV75CDTuPbWdJTMJO/4Bz1wAlWNdCRm518Q8sR0ePw1KB8G0\n",
       "P0DvKRAtz/EyA4iZgF3/gmWfk6X5FZsg1iPnw/mmiXmqQexqp+Dsn8CQD0Ck1InLCgapOBxZAa9e\n",
       "D/Gt8J61UD4q58HpmybmZhKeq4G6VTDxmzD2CxCKueLp+ZJUHJr2wuJroXYxzPwXVF8s70EO5NzE\n",
       "PK9biRRVwaRvQ3wLzL8IFl8DTQe6/9I01SCD8fm5sPAj0LQfpv4WwsV5HbYgt+tpi3ARTL8fmg+K\n",
       "TRfMhoaN8rq7M6m4vOZXr4dnL5DXPOEOKB6QlzdUkNv1tEW4BM7/G9hpWHEHPHUm1L7a/cer2SgO\n",
       "0lvfgCfGieAOfh/0q8lZcKGQt+sxkzBvmsyeIMIz6pNwxrdkSdOdPN9UA7Qclg/stsyHF2DgXLjg\n",
       "/+W9BPWNpwvyIV10Dex8JHPAEAz9EJx5t0y20QonLtMfpOLi1a+6Ezb+GtJJ+X3lWLj0jby9fN94\n",
       "ugCpBKz7Aaz8duvv+s+CyfdCxVh5rUY3Se03k4ANG34Ba++VCRUg2gOu3AJFvfM6fHt2dVd0bQvq\n",
       "1sJTk47dtQ/FYMR1cMY35UUGdZBalgzC5A5Y+S3Y8fdjX2ekXAxY3DfvU/lKdEEmmH+OgFTd0UcW\n",
       "L2HSd6BsuHhPQd04TNXLxtKqu2DzH2Sz6R0MuHQZ9JyU9+vzleiCiNHT50D9umN/3/ddYteqqRCK\n",
       "yiOIpBpkjK7/Kaz7MaSOHPv3GQ/A0A/nvTItnOiCeAqrvwdrvt/WGcQTnPgN6HWm5AwGIT6Yikus\n",
       "a/+LsOq7cGBh28+bdj8M+yhESvI+pe9EN90EOx+TEEpb9JkOE74O1bMl1SwIE6uZFE/uyCqx6+4n\n",
       "2k7xG/tFmPRdR1ZqvhNdKw11q2HeFLHb8VSOhfG3w9CPSppcHvsUnpFuBtuUTcLVd8LbDx43iWao\n",
       "vhgufNSRjdHCii7Ih/ml98HeZ0/+nJKBskQddSNUjPKfAGeF9vCbsPn3sOMRSRU6GaNvgrPvc2xn\n",
       "23eiCxJmWHEHrP/vkz8n2hOGvE/s2vsc2fn3U1jJbJSvibfFrtsfhuTOkz+/Xw3MfNKxz6bvRBfE\n",
       "rtsfhldvOPlzwsUw8DIYeYNMrOkWiFXmd14nSbeA3QItR2DLH0Vo69ee/PnlI2Hucog68xoKL7og\n",
       "bv3T58gGREeUDoVhH4ZRn4CyEZKkHCn3dic13SKhg3Ap1K2ETb+X8EHzgY7/t+8FcNE8RycNX4ou\n",
       "yIT64hWwb0HHzy2qgsEfgNE3Qs+zWt/fcO4bFl3GSkvYIFwMye2w+X6JwSfe7vh/y4bD3Dcd9e58\n",
       "Kbogwrv8dtj4i46fGymDgZfLeO1XI6ugUMyRFV6nsSwwGyTskaqDrf8Lb/8FjrzV8f9GKuCyt6B0\n",
       "iGPhMH+IrmVB4y54+mxoru38/xVVQdU0EbLqOdBzYqb6J+RcYN9OZ5aWmffo0HLY+wwcWAwHXxdj\n",
       "dpaK0fDuJRDrmf91HYVvRRck/jlv2olxwPaIlEPVudDnPLFr73MyZeRpCJc58+HPxtyxRATqVsPe\n",
       "+XDgZdmZ78rnMNYLLl0KpcMcjVP7VnShcyvU4wnFoNdk6DMDBsyRsRsulTEbKXUuFmwmJfwRKYGG\n",
       "zTLp739R7Jrc0YXrjYqD1GdG3nHco/GH6IJ4j4lt8Mw02YjJBSMEPSZA73PF86g8Tb6WDoKiPvL3\n",
       "dAtgtdaVGwaQeYSL5APQdEAmgfhW8b7jW+Dga53zxE9G2XB49+sQq4KQ020tfCy6tiXLuGemQcOm\n",
       "3I9TPkpiweUjoGIMlI0Uuxb3k8GcbgZseRxj21AmvceWlUjjboi/DQ0bxIM9uFQyaOwci1OilTBn\n",
       "kUyoDlee+Vp0QTzeFy6D/S/lfoySgWLXijHyHpaNgrIhYtdwGVhNmdi5fVwPC0NE0QhLdkHjHrFn\n",
       "w0bRkcNviIPUVny2MxhhuPARydBwuMDFP6ILMnAS2+DZ87vmaXSWSIV4x6EoGBEJSVimpP1YKRHb\n",
       "bNqPk5SPgksWQ6y3Kzv2vhZdkGV76ojYtX69s8cGyYQo7pexa1Tsamf6WVgpia+n6p0/b6wXzHlF\n",
       "Yn4OekJZfC+6IML74pWdCyF1lVAMivtnCjEyWRF2WsaslQKzvjWdy9HzRuFdj0L/GlcqCv0luiCe\n",
       "aNO+1sT6oFM1DS56CiKVrqVI+V50QbyVVAO8+B448Irzx/eashEwe754ai71VgiE6IIs51+/SeKk\n",
       "QSfaE2Y+IWEQlzbrc65Ic41wDEoGSa5j9ZyCXIJjjPx3GZixXsHNSXUKIySbTBfNk+yNINNvpuxm\n",
       "lw4NdjMbp4iUwtTfwOQfBbtAonIcXL5S2hIUKDuqMJ7u0ZhJqfZZe0+w2h6Gi2HyfTDyWk8angTC\n",
       "0z0aMwHbHoalt7gTznENA8bdKoUAHgzKwHi6WVIJOPQ6LPyolLgHiSEfgOkPeFJZ57/wwvGk4pDc\n",
       "BguvgiMr3T9fvvSrgfP+It6tR7Nl4EQXZEJN1cOiq2HffPfPly+Vp8P5D0p83qNc4sCJLsi+jNUM\n",
       "Sz8PWx9w91xOUFwt/UL6XehZRzj/iy6Il5tugg0/g7e+lfuOpJtEe8CU/4YhH/S8nV8gRTeLmYBd\n",
       "j8OSz+SeteImoShM+AacfhuEih3PPGmPQIpullRcioUWX9O5POdCMOpGKVIKF+XVwKarBEN0s5gJ\n",
       "2a1c8mnY/TSSIlRgQlGpljvnZ7KL7mXSd4ZAiy7IhJpugmVfhG0P+uROC4bkkp77a8mMKEBf3ECL\n",
       "LmSyDJolRLjhF13LaXeTXmfDub+U9NICVEAGS3SzpBpEgNfdJw1H2iu5dYuSQXDaZ2HMzRIDcqhE\n",
       "MBcCL7pZUg2ADRt/Axt+LlVhXhPtCaNukNhttLKgfSECL7pZUnEZI9sfgrX3tXYW9JJwsTSrGX87\n",
       "lA3LrFoKs7kdTNHNYiYBQ5an634IB5e4fEJDkqXHf0ViQOBKfmZX6TaimyXdDFhwYJG01tvzLK6v\n",
       "anqdLSGEwe+Xc/vgjg/dRnSzZD3fho2w5h4pnW+rcY6TlI+E0z4vEyn4orlSsEU3i5UGqxGSu2DT\n",
       "b6TZcD7VKEcTKZMUkr7vgjGfFu8nUn5UZUzh6XaiezSpBumHsPHXUqJ7cIkz9+sKxaDXWVLiOfqm\n",
       "gns/bdHtRPdosm0UN98P+56Tik8nCh2yValV02HEtZkS8rC3PTw6oHuI7tGkm8RTipRIGe++F+HA\n",
       "S/J9424pF2xLjMOlUDpQuv1XjIH+M0VoSwdKt6lwia8MdzTdWnSzpFukuVG4BJr2SIHFvheknDdr\n",
       "17bu3xUqgpJqKWIoHyE27VcjWQjpRu+br3SBbi26WSxT7BYulo3U2tckm6Vutdi0cfdxfZkzGBGp\n",
       "VisdKM1o+syQVWiP8Zk9gTBEC79aaYv27Npu2y6nbyXiGOHi1iV/5VioOA2GXyXlg0ZE/manMuW/\n",
       "lsyM2RrudFPr844OsMf8KbZZfHO7HjcJx1onvbJh8hj0XumFaoQzdrVkwNmWrESMaKYvQ6M8j5As\n",
       "L7OrFJ9Ooll8c7seNwlFWjuzlVTDkPfCgEvEMTJCMmkaoczYzNo1Y+90UyY8YWQ6DWZWKT4I+bVH\n",
       "4W7XozjGKeHpnoKcEp7uKYj/yoAVRVFOUVR0FUVRPERFV1EUxUNUdBVFUTxERVdRFMVDVHQVRVE8\n",
       "REVXURTFQ1R0FUVRPERFV1EUxUts2z7pg3fud93xo6amptPPDeqxCn1t7dmqK4+gvN6gXluh7NoV\n",
       "26otCmfXdsuAFUVRFGfR8IKiKIqHqOgqiqJ4iIquoiiKh6joKoqieIiKrqIoiof8f8KA58I0SXTO\n",
       "AAAAAElFTkSuQmCC\n"
      ],
      "text/plain": [
       "<matplotlib.figure.Figure at 0x10b8ed828>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, axes = plt.subplots(2,3)\n",
    "for ax in axes.flatten():\n",
    "    Jupyter(ax=ax, moons=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If you run it locally, below you will have an interactive version that will show you the differents step of drawing the logo. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": [
       "iVBORw0KGgoAAAANSUhEUgAAASUAAAElCAYAAACiZ/R3AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n",
       "AAALEgAACxIB0t1+/AAAHlZJREFUeJzt3XmYlOWd7vFvVXVVF72ALI0goICirIISQpBAK2pcYiQu\n",
       "0biOy2Q7MSYZZzI5k8yJyczJHqNG4yQajWIcYqIJmlFP1ERUBPe4NO4iiAuL2E13dXe9tZ0/ft1h\n",
       "sbvopZbnrff+XFddDd21PA1V9/vsTyiXyyEi4opwuQsgIrIzhZKIOEWhJCJOUSiJiFMUSiLiFIWS\n",
       "iLgll8v1egNy5bo1NjaW7bX1e+l3C8LvVe7frbfcqWIPNI9JRAotFAr1+jM130TEKQolEXGKQklE\n",
       "nKJQEhGnKJRExCkKJRFxikJJRJyiUBIRpyiURMQpCiURcYpCSUScsse1byIyeJlMhkwmQ2trKy0t\n",
       "LYTDYUaNGkU0GiUWi+VdCxY0CiWRIkulUqxdu5bVq1ezadOmXX42adIkPvrRjzJ+/HhisViZSuiW\n",
       "UL5dAEKhUE67BIgMXCqV4tZbb+XVV1/Ne7+FCxeyePHiwARTKBQil8v1WD1Un5JIkXiex4oVK/YY\n",
       "SACrVq3i6aefxvO8EpTMbQolkSJJJBI0NTX1+f4PPPCA+pZQKIkUhed5rFq1ql+P6ezs5MUXXySb\n",
       "zRapVP6gUBIpkldeeaXfj1m7dm3gm3AKJZEiCIfDJJPJfj9uII+pNAolkSLIZrNUV1f3+3EDeUyl\n",
       "USiJFMmUKVP6/Zhp06YFZlpAbxRKIkUQi8VYuHBhvx4Tj8eZNm0a4XCwP5bB/u1Fiqi2tpbp06f3\n",
       "+f6LFy/WkWYolESKJhaLsXTpUiZPnrzH+y5YsIC5c+cGvukGWmYiUnSpVIrnn3+e1atXs2XLll1+\n",
       "tt9++7Fo0SImTJgQqEDKt8xEoSRSAtlslkwmQ0tLC83NzX/fJaC6ujqQuwQolKQgkmlIZiDbw1si\n",
       "hB0Q39P3o2GIRyEcrM+d5JEvlLR1iZDJQsKDLBAJQbwK0ll4rwM2JWBjC6xrhg0t8E4bvNcOXsbu\n",
       "k8ra10wWQiELoKquWzQCdTEYWwfj6mHScNhvGIyth4Ya+1kyA6mMBdqQKqjWOzLw8r4FGhsbS1UO\n",
       "KZFMFhIpCx+Api3w4Hp48h3YuB3eboV3WqEjXfyyRELQUAv71FtwHTQKGveDD+0Do2qgPaWgqlT5\n",
       "skXNtwqWzUJbDwG0ZqOF0BvN5S1fPkOr4ZAxFlCLdwqqjpTV5BRU/qY+pQBJpq1J1Z6C21+A+153\n",
       "P4D6qjuo5o+H06bDzNHW/BuqlRm+o1CqcG2e9eW89j7c8hz88UWrFVW64XE4bgqcOROWTLJ+rroY\n",
       "RDT7znkKpQqTzUFr0powj7wJv3kO/udl65QOqmgYGifCqdPg5GkwJGrfUzPPTYEJpVwuh+d5pFIp\n",
       "Wltbicfj1NbWUlVVVRHriRKeDavf8RLc/Bzc/3ppOqT9aNZoC6fPzoX6mNWgAjYVyGmBCKVUKkVz\n",
       "czN33XUXb7zxxt+/39DQwFFHHcXEiRN9OWM2l7Pm2fYk/GQ13PA3aO4sd6n8IwQcNRm+thAWTrBQ\n",
       "V+2p/Co+lLLZLFu3buW6664jlUr1eJ+TTjqJqVOn+iaYOrtqQA+uhx+ugr+s63lyovTdhKHwxQ/D\n",
       "5+darUkd5OVT8aHkeR7Lli1j48aNvd6nurqaSy65hGg0WsKS9d/2pPUZXfM4/PwJmzskhRUNW9Pu\n",
       "XxfCQSNtkmc0Uu5SBUvFz+hub2/PG0hg24y+8MILHHzwwSUqVf+0eTZr+j9W2uhZKth7xxdVKgu/\n",
       "bbLbzNFwyQI4bYaFlcKp/Pzf+wts27atT/fbvHkzmUymyKXpn7akhdEZt8HB18Dv1iqQSun5zXD+\n",
       "Cph2tc3rak/ZrHcpn4qoKcXj8T7db8iQIc6MwrV59gH4lz/bSFpPi1yldDa0wKdvgxkNcPmxsGA8\n",
       "1EQ1YlcOFRFKDQ0N1NXV0dbWlvd+s2fPLvsWEe0pW8D67Qfgqsdtwp+4o2kLHL0MDpsAVx0HU0ba\n",
       "dAIpHTeqDQWwp8XDs2bNKmsndzIN7R5cvgbGXwaXrVEgueyRN+HQX8Lpv4fX37dmtpRGRYy+gY3A\n",
       "rVmzhpUrV37ghNEZM2awdOnSsoRSLmcTHG9+Fv79r7A5wLOu/SocgjNmwk+PsVrTELcHcH2h4qcE\n",
       "dPM8j2w2y1NPPcW2bduoqanh0EMPpaampizzkxIebGmHT/0Onni75C8vBVYfg58db0tZatWkG5TA\n",
       "hFK3bDZLOp0mEokQiZR+jLe7dnTN4/CNv9hKdqkcR06CW06xkFKtaWACF0rlpNpRMKjWNDgKpRJQ\n",
       "7SiYVGsaGIVSkal2FGyqNfWfQqmI2lPwX0/Av92v2lHQHTkJlp9qC31jWq6Sl0KpCLI5C6QzboM/\n",
       "vVzu0ogrRtfCPWfZQt8a1Zp6pVAqsGTajh86ehmsDcC2s9I/sQj86kQ4aaqac71RKBVQwoPnNsPH\n",
       "b4FtHeUujbjsy/Phu0faGjrZlUKpQBKezcy+6G5bvyayJ0dOgttPh9qoDjTYmUKpANpT8NV74JdP\n",
       "lbsk4jf7D4f7zoUxtXZ8uSiUBiWdtW1GTrgFVr1Z7tKIX9XHrMa0YLz6mUChNGBeGja2wuG/hje1\n",
       "La0MUgj48cfgc3MVTPlCSa3cXnSm7XDHedcqkKQwcsAlf4bvr7L+SemZQqkHnWl4aSss+JVG2KTw\n",
       "/vNB+NYDCqbeqPm2m46U7du85CbrS5JdhUO2p1C8yv4cCdnXcMhqApmsTSzN5myv8dak9hzvzRfn\n",
       "wQ+PCuYkS/Up9VFHCp7ZBEtuDMbJs1VhGFsH44fChGH2ddJeNit5r7jd6mNQX21D2kOiNjEwlYFM\n",
       "ruscutyu59F1v8tCXUEVDVtAdaZtBLPNg1YPWjrtUM33OmB9szWRN3bd3twenAvChYfAFccGr49J\n",
       "odQHnSlYuxUW3WAfnkrRUAMzRsP0BjvK+oARdijj3nUWOB1pG2EMh6A6Up7TYzPZXcsRr7LvbW2H\n",
       "t1rhjWZo2mz7Zzdtgde2WShWii/Ogx8cFaxgUijtQTINL78HC6+3q7gfjamz4JneAHPHwiFjYP8R\n",
       "VhvqTFsNx88zi1MZSKSsuRivgrdbrZn92NsWWGu3wCvb/Dup9Z8XwKWHByeYFEp5JNN2JZ5/HbT4\n",
       "ZHP4eBV8aB+b8/Kx/e3P1RHbpaA6Eqx9fdJZ6zAOdYXVy+/B/a/DQxtg9UYLL7/45iL4+keDEUwK\n",
       "pV5kc/amnfNf1rfhqol7WQAdPtFuE/ey/q94VXmaW67LdE14jUWsKf7oW3Dv67D6TXj6XbdPkbns\n",
       "Y/DZAMxjUij1os2zeUgvbi13SXY1rBqOmgyfnArHHWA1n3TWRr3COhxxQDpSFkbxKnjyHTuJ+J5X\n",
       "3fu/DwF/Pgc+OqGyl6QolHrQnoJTb4W7Xy13SSxo5o6F46bY7oUHjrRmZV21QqhY2lM7tjC+6xX4\n",
       "44tw/zrY7kATvj4Gz37BBiQqdRGvQmk3bR589yH43sPlK0NdDE44ED49A46cbE3Jco1+BV02Z/Op\n",
       "4lVWc/rdWri1yTrOy2X/4fDU52wXy0qkUNpJewrufgVO/V3pX3tIFXz8QJubcvhEW1s3NF76ckh+\n",
       "nekd/Y3XPw3Ln4d1zaUvx5JJcOcZ/h417Y1CqUsqY1e/ub+0N14pVEesWXbBHOsnSmUURH7S0TVn\n",
       "bX0LXPcU/LbJJniWylfmw38uqbyOb4VSl20dMOua4g8Th7Cr3Bc+ZIGUysAwBZHvtaesj++VbfCL\n",
       "J+A3z9ms9GJbdhKcPLWylqMolLC5LEtugsfeKt5rjK6FCw6Biz9sVzaNllWuNs8mct7xElz+KKzZ\n",
       "WLzXikVgzYU2M79STkkJfCglPLjoLvj1M4V/7hBwxCT4p49Y7SiXq6wrmuSXyVoTb0s7XLYalj1b\n",
       "nEm4o2uh6X/BqJrCP3c5BDqUkmn482tw4vLCPm9DTVetaL4N4daqVhR43bWnFS/B5Wts0mYhHTUZ\n",
       "/nh6ZfQvBTqUmjthys9scWchTG+w5QCfnGqr4ytxZEQGp3uB8cbtcOkD8Pu1hVtA/OtPwmnT/b+U\n",
       "KLChlPDg3D/C7S8M/rkOnwiXNsK8cbYdR7RC2vZSXNuTNtL73Yds9C4xyB0o6mPw6sXWnPOzQIZS\n",
       "IZptIeATB8F3l8B+w6yvSE00GYg2z/obr3jU+p7eH8SoXSU04wIZSoNptkVCcPpM+L9LYOQQ2+RM\n",
       "pBC69+q69knbq/vdtoE9j9+bcYELpcE0206dDj89xhbFKoykWLpnjV/7JHx7Zf9rTn5vxgUqlAba\n",
       "bFsyCX52nC2CVBhJqXSkrBP8+w9bs64/2zD7uRkXqFDqb7Pt0LFw5bEwe4xNdhQph4Rnm/R94364\n",
       "7um+76Dp12ZcYEKpzYPzV9gQ7J4cMMI21DpyMsQjEK7QLSLEX1qTNmL31f9nuxXsSX0MXrsYGnzW\n",
       "jAtEKOVytqvg3F/mv9/wOPzoaDhzlu1fraF9cVFr0uY5febOPR8Xf/bBcM3xtv+WXwQilBIeHL3M\n",
       "9mXuSQj4hzlw+TG2cr+Sd/WTytHuwR0vw5fu7r1LIhyCV74Ek4eXtmyDMeBjuxsbG4tTogLLZC2M\n",
       "egukWaNtw6yfHWer9RVI4hc1MVs98PrFtutET/Pksjm4+G5/nZWXL1sqoqbUkbK9tpu27Pr9+hh8\n",
       "/yg4b476jcT/2jzY0ALn/sH2Gd/dU5+FOWPsZBfXDbim5AepjG0fsXsgnT4D3vgKnD/H1qcpkMTv\n",
       "6mIwdRQ8eD786kQ7wXhnF91dGQep+r6m1J6CaVfbFQRg32Fwy8ka4pfK1pGyKQSfuXPX0eb7zrF1\n",
       "mq4fOFCxNaXONPz6bzsC6fw5tufMh8cpkKSyDYlaTemGpXD76TaqDPDleyys/MzXNaWEBxOvsM6/\n",
       "m0+CBRMURhI8nWlrMZx1u51lt/wUOHma29NdKnJKQHsKfvwIPLMJrj9Rp8WKJDxryn1/FTz5Wbf3\n",
       "+qrYULr3NVv/48e1PyLF0J6Clk6bSHz0ZHdrSxUXSukMpLuKFVftSOQDOlLW2e3qQQP5QsmXH+lI\n",
       "GKp8MBdDpFyGRG1SsR/5cvTND5PDRMotErY1oX7jy1ASkb7x4wVcoSQiTlEoiYhTFEoi4hSFkog4\n",
       "RaEkIk5RKImIUxRKIuIUhZKIOEWhJCJOUSiJiFMUSiLiFIWSiDhFoSQiTlEoiYhTFEoi4hSFkog4\n",
       "RaEkIk5RKImIUxRKIuIUhZKIOEWhJCJOUSiJiFMUSiLiFIWSiDhFoSQiTlEoiYhTFEoi4hSFkog4\n",
       "RaEkIk5RKImIUxRKIuIUhZKIOEWhJCJOUSiJiFMUSiLiFIWSiDhFoSQiTlEoiYhTFEoi4hSFkog4\n",
       "RaEkIk5RKImIU/KGUmNjY6nKISIBki9bQrlcrvcfhkK5fD8XERmIUChELpcL9fQzNd9ExCkKJRFx\n",
       "ikJJRJyiUBIRpyiURMQpCiURcYpCSUScolASEacolETEKQolEXGKQklEnKJQEhGnKJRExCkKJRFx\n",
       "ikJJRJyiUBIRpyiURMQpCiURcYpCSUScolASEacolETEKQolEXGKQklEnKJQEhGnKJRExCkKJRFx\n",
       "ikJJRJyiUBIRpyiURMQpCiURcYpCSUScolASEacolETEKQolEXGKQklEnKJQEhGnKJRExCkKJRFx\n",
       "ikJJRJyiUBIRpyiURCpcLlfuEvSP70Ipl4N0ttylEPGHXA5CoXKXon98F0rd/8BtXnnLIeKyVAa8\n",
       "jD8v4L4LJYD2FKx4yb5mffiPLlJMbR488TZ0pCAaKXdp+s+XoTS0GqaMgPnXwWvvQ0K1JhEyWfss\n",
       "/O/74IpH/dds6+bLUAKYORrCIZjxc7jqcas1iQRVmwdNW+CQX9jn4ZuL7eLtR74NpXgErjgWUln4\n",
       "+n1wxI3w5nbVmiRYslm7IH//YTj0F/DKNvjEgTBxr3KXbOBCuTzjhaFQKJfv5+WW8ODY38DDG+zv\n",
       "Q6rgp8fA2QdDbay8ZRMptoQH77bBybfCs5vse+EQvHax+6EUCoXI5XI9NjB9W1MCC56rjtvx9440\n",
       "fP5/4Phb4I1mjdBJZUplrHb040dg+s93BBLAuQfDqJryla0QfF1TAgueM2+DO1/e9ftVYbhkAfz7\n",
       "YhuBiPlwFEJkd20ePPYWXHiHXXh3Vh2BN78KDbXlKVt/5Ksp+T6UANY1wwFXQraHoo4fCr84ARbv\n",
       "B3Vq0olPJTxIpOAzd8IdL/V8n0sWwKWH++N9XvGh1JaEi+6GG5/p/T7H7A/XL4Vh1epvEv9IZ20S\n",
       "5FWPwaUPWBdFT4ZWWy3JLyNuFR9KAFsSMOGnkMz0fp/qCHxjsV1RqsJq0onb2jx4bhOcvwJeei//\n",
       "fb97JHx5PtRES1O2wRpwR3djY2NxSlQEQ6LwxXn575PMwP/5K0y/Gv74onUWZjQjXBzTmrT+orNu\n",
       "h8Ou33Mgja71VyBB/mypmJoSwPak1Za2J/t2/5mjba7T/HEWamGfzoCVytDm2dKQf7kXlj3bcx9p\n",
       "T679BJxzMFRXFbd8hRSI5hvYf+jy5+GCO/r3uIUT4OrjYfJwqPdJm1wqR3vK+o6+s9L6jvJ1Qexu\n",
       "3j7wwHn+qiVBgEIJbJTixOXwl3X9f+wJB8KVx9o8D4WTFFtn2mpDVz4K33u47zX8btUReOki2HeY\n",
       "/9a5BSqUADYnYP8rBzZ5MhyCs2bB9460kQyFkxRaRwpywLJn4FsPwKbEwJ7nJx+Dz83152hy4EJp\n",
       "oM24nYVDcMo0G9XYu1bhJIPX7lkY/fxx+NEjsKV94M/l12Zbt8CFEgyuGbe746fAfxwBB42EeBVE\n",
       "fL04R0qtNQmZHFy22ppqLf1spu3Oz822boEMJRhcM64nHx4H32qEIyZaMGmek+TTmoTmTvj2Srj5\n",
       "2f51YOfj52Zbt8CGUkcKljfBBSsK+7yTh9sEzHNn2x7IatpJt2RX5/VT78APVsGfXrYmW6H4vdnW\n",
       "LbChBIVtxu0uXgWfmm4BdcAIqzn5cftRGbztSQuja5+Ea56w9ZiF1t1s28/xbUn6ItChBNaMO+BK\n",
       "aC3iViYzGuBLH7a9nLKqPQVCMm19Rc+8Cz9ZbQtlU0VcIVAJzbZugQ+ljhQ8tAGOvbmwVemeDKmC\n",
       "T82Af14A+4+wUby4j2baSn7Z7I6L23VPwc+fgNffL/7rnngQ/Pcp/m+2dQt8KIE14656DL5+f+le\n",
       "84AR8OmZcMEcW59UFfbXUgAx2Zx1WleF7RSdG5+x7oBSHV80owHW/KM/tiTpK4VSl4Rnm2P9tqn0\n",
       "rz11FJwxE86fA8OHQCwMMQWU01o6rY/wrlfghr/Bva8Vt3nWkxFD4PkvwN51lbU2U6G0k4QHi26A\n",
       "p98tXxlmjrZZ4/8w22aNh0KVUy33s3TXEUWxCNz7Olz/NNzzauGG8vurKgwPnw+HjKm8C5hCaSe5\n",
       "HGxth5nXWAd4uR04Eo49AE6bDnP3sc7T2pi9IaX4uptlmxKw4kXbVvnhDeULop398gQ4c1ZldGzv\n",
       "TqG0Gy8Da7fYYZaeA2++bvEqWLSvHZGzdCo01NjoTiX1JZSbl7GFsJEQrFwPv18Lf34N3motd8l2\n",
       "9bm5NtpWiYEECqUetXvwhxfh7D+UuyS9Gz/UtvE9fgosGG/9C51pCyktdembNs9qx5EwPLPJAuie\n",
       "V+HxtyzwXbRoX7jn7Mpu0iuUepHw4Jt/gcsfLXdJ+mZUDXxkvL1pj5oM0xvsyh8JVe4VtT9SGdtc\n",
       "vyZq56E9tAH+ug5Wb4QXthR/Okgh7DsMnvk87BUvd0mKS6GUR3sKzrit9xMiXBYJWaf5ggm2Ud2c\n",
       "MbYEJoT1iVRHbEfNStPdIR0K2bywd9usOb5mIzyyER7dOPhFr+UwYgg8/hkLpkrvU1Qo7UF7Ck65\n",
       "1ar1lWBsndWipjfA3LFwyFjYf7g1YZJpqzHEwhB3eAvgZNqaqjm65ndF4J02eH6znXvWtAWaNsOr\n",
       "20o/TF8Mw6ptLtLkvSpvpK0nCqU+aE/BJ/67OGvkXDFyiPVTdd/2HQZTRtoRz+PqYWQNkLMPeSbb\n",
       "1dzJWY2kKgzRMFRF+h9k6aw1rdLZrn6cHBCy5+k+VWZ7Eja1wYYWC5rXm2Hj9h23t1tLN1mx1Opi\n",
       "sOoC2xonKJNrFUp9lPDg2N/YkHBQDau2/oyh1T3fhlXDqFqo6dpXqiq8I1wyOQuz7q+pDLzXAe93\n",
       "WuhsT9oQ/Pbdblvb3e10LraaKDx4ns3ajldgU7s3CqV+aPPguIAHk5RGbRTuOxdm712ZfX/5DPjc\n",
       "tyCqi8E9Z8GSSeUuiVSy+hg8dH4wA2lPFEo9qI3BnWfYTGuRQtsrDo9cCNMaFEg9USj1oiYKt50G\n",
       "Sw8qd0mkkowcAo/+I0wZoS1teqNQyqMmCrecAl+ZX+6SSCWYOsomRk7cKzijbAOhju4+SHQtSbnw\n",
       "DrfWyol/fHwKLD/VLnSuzg0rJY2+FUC7By9vg2NudmN3AfGPbyyCf1tU2WvZ+kuhVCBexjb+Oubm\n",
       "8u7HJP4Qr4LfnGyLqrU2cVcKpQLK5Wz29wUr4Na15S6NuGpcPdx7jp08ohrSBymUiiDhwdWPw9fv\n",
       "88fqcymd+ePgrrNsLpKO3OqZQqlI2jx45E049dbiHt8k/nH+HPjZcWqu7YlCqYg6UhZIZ94G91fw\n",
       "Yl7Jb1QN3LDUjnRXIO2ZQqkEEh78bi186W6rQUlwnDodrvuEdWxr/lHfKJRKRLWmYFHtaOAUSiWm\n",
       "WlPlU+1ocBRKZaBaU2VS7agwFEpl1F1ruvhujdD5nWpHhaNQKrOOlG0x+52VcNVjbhx0KH132AS4\n",
       "6jjbOlhn8BWGQskRbZ4F1NfuhZuehaz+aZ02czRcfowda1UTtb3KpTAUSo5pTdre1V++x59HO1W6\n",
       "/YbBD4+GEw60U1R08GfhKZQc1ebBa9vgoru1J7gLRtXAd46A82Z3nd6iJSJFo1ByXMKDx9+2mtOz\n",
       "m8pdmuCpi8HXFsI/fcRqRdoRsvgUSj6QzUJnxg5Y/MEqWPFS5Z5z5orpDfDVj8CZs+zvWs1fOgol\n",
       "n9metHPTrn4crnnCDmKUwoiG4ZNT4V8X2sb9UTXTykKh5FOdKdsW5YH18KNV8Nc3yl0i/xpXD1+c\n",
       "B5+fB5GQHawp5aNQ8rlczjrFmzvhR4/Ajc9YbUr2bMkkqxUt2teG9NVf5AaFUgVJeNYZ+9hbcPOz\n",
       "8KeX4Z22cpfKHbEIHD4RTptuzbRYxDqyNcfILQqlCtUdUG80w/Ln7cSVII7ejRwCx0+BM2ZaIHkZ\n",
       "2/UxrPlFzlIoBUAybUtZOtNw+wu23m7lG/a9SjRlhNWEzpwF00Z1BZH6iXxDoRQwmaz1QcUi8Pxm\n",
       "WLkeHn0Lnnwb1jWXu3T9N7QaDh0LHxoLjRNh3j5WEwqFdOy1XymUAi6btR0KqrqaM2u3wINdQfWE\n",
       "Y0HVHUDz9oHF+8HcsTCyxtYManV+5cgXSnn/ixsbG4tTIimpcBiGxXf8fd44+7C3eTvWdb28DTY0\n",
       "W0BtaLG5Ue+0dX1thURq8OWIhGDvOtinHsZ2fR1XD5OG23qzA0b0HkAxzSWqKPmyRTUl+YBk2m5Z\n",
       "LEjiVZDJwbYO2JSALQnrw0llIbXT10jIJiJGwxYi0Yg1s8bWW2d0Xcy2bUllbP5VLAxxHWMdSGq+\n",
       "iYhT8oWSBk1FxCkKJRFxisYydpPNZkmn07S3t5NIJMjlctTU1FBfX084HCYSUY+rSDEplLpkMhmy\n",
       "2Sxr165l9erVbNq069TokSNHMn/+fGbPnk04HKaqSv90IsWgjm4gnU7T0tLCjTfeSGtr/n1C4vE4\n",
       "55xzDg0NDUSjmrknMhDq6M4jk8nQ2trKtddeu8dAAujs7OSGG25g69atpNPpEpRQJFgCH0q5XI6b\n",
       "brqJZLLve4Gk02mWLVtGEGqRIqUW6FDK5XKsX7+e5ub+r7Po6OigqamJTEaHuIkUUqBDyfM8Vq1a\n",
       "NeDHr169WqEkUmCBDqVwOMy6desG/PjNmzf3q9knInsW6FAqRKB0dHQUoCQi0i3QoRQqwB6phXgO\n",
       "Edkh0KFUXV1NeJB7ptbW1haoNCICAQ+lTCbDtGnTBvz4iRMnatmJSIEFOpSqq6tZuHDhgB9/2GGH\n",
       "EYvFClgiEQl0KAGMGjWKCRMm9PtxI0eOZNKkSepTEimwwIdSNBrlzDPPZMSIEX1+TF1dHeedd96g\n",
       "+6NE5IO0IBfbrsTzPJYvX8769evz3nfMmDGcffbZxONx9SeJDJC2w+0jz/NoaWlh1apVNDU1/X3B\n",
       "bTgcZurUqSxcuJCGhgaqqqrUbBMZBIVSPyWTSaLRKKmUHeHR/efqap12KFIICiURcYr2UxIR31Ao\n",
       "iYhTFEoi4hSFkog4RaEkIk5RKImIUxRKIuKWXC7X6w3IlevW2NhYttfW76XfLQi/V7l/t95yJ+/k\n",
       "SRGRUlPzTUScolASEacolETEKQolEXGKQklEnPL/ATZUTngCoyLNAAAAAElFTkSuQmCC\n"
      ],
      "text/plain": [
       "<matplotlib.figure.Figure at 0x10beac0f0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from IPython.html.widgets import interact\n",
    "\n",
    "cc = (0,1,0.01)\n",
    "\n",
    "@interact(n=(0,6),r=cc,g=cc, b=cc)\n",
    "def fun(n=6, outline=False, r=1.0, g=0.5, b=0.0):\n",
    "    return Jupyter(steps=n, blueprint=outline, color=(r,g,b))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "As usual PR welcommed ! "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "NB: I wrote this on my way back from [Strata](http://strataconf.com/big-data-conference-ca-2015), thanks to [Continuum Analytics](http://continuum.io/) for sponsoring my ticket, and for the nice conversations we had there ! "
   ]
  }
 ],
 "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": "3.4.2"
  },
  "nikola": {
   "date": "2015/02/21 10:00:00",
   "title": "Jupyter Logo"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}