Notebooks/Exploring The Bitcoin Cryptocurrency Market.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "dc": {
     "key": "4"
    },
    "deletable": false,
    "editable": false,
    "run_control": {
     "frozen": true
    },
    "tags": [
     "context"
    ]
   },
   "source": [
    "## 1. Bitcoin. Cryptocurrencies. So hot right now.\n",
    "<p>Since the <a href=\"https://newfronttest.bitcoin.com/bitcoin.pdf\">launch of Bitcoin in 2008</a>, hundreds of similar projects based on the blockchain technology have emerged. We call these cryptocurrencies (also coins or cryptos in the Internet slang). Some are extremely valuable nowadays, and others may have the potential to become extremely valuable in the future<sup>1</sup>. In fact, the 6th of December of 2017 Bitcoin has a <a href=\"https://en.wikipedia.org/wiki/Market_capitalization\">market capitalization</a> above $200 billion. </p>\n",
    "<p><center>\n",
    "<img src=\"https://s3.amazonaws.com/assets.datacamp.com/production/project_82/img/bitcoint_market_cap_2017.png\" style=\"width:500px\"> <br> \n",
    "<em>The astonishing increase of Bitcoin market capitalization in 2017.</em></center></p>\n",
    "<p>*<sup>1</sup>- <strong>WARNING</strong>: The cryptocurrency market is exceptionally volatile and any money you put in might disappear into thin air.  Cryptocurrencies mentioned here <strong>might be scams</strong> similar to <a href=\"https://en.wikipedia.org/wiki/Ponzi_scheme\">Ponzi Schemes</a> or have many other issues (overvaluation, technical, etc.). <strong>Please do not mistake this for investment advice</strong>. *</p>\n",
    "<p>That said, let's get to business. As a first task, we will load the current data from the <a href=\"https://api.coinmarketcap.com\">coinmarketcap API</a> and display it in the output.</p>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "dc": {
     "key": "4"
    },
    "tags": [
     "sample_code"
    ]
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>24h_volume_usd</th>\n",
       "      <th>available_supply</th>\n",
       "      <th>id</th>\n",
       "      <th>last_updated</th>\n",
       "      <th>market_cap_usd</th>\n",
       "      <th>max_supply</th>\n",
       "      <th>name</th>\n",
       "      <th>percent_change_1h</th>\n",
       "      <th>percent_change_24h</th>\n",
       "      <th>percent_change_7d</th>\n",
       "      <th>price_btc</th>\n",
       "      <th>price_usd</th>\n",
       "      <th>rank</th>\n",
       "      <th>symbol</th>\n",
       "      <th>total_supply</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>4.698460e+09</td>\n",
       "      <td>17076225</td>\n",
       "      <td>bitcoin</td>\n",
       "      <td>1528184676</td>\n",
       "      <td>126851591224</td>\n",
       "      <td>2.100000e+07</td>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>-0.26</td>\n",
       "      <td>-2.58</td>\n",
       "      <td>3.13</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>7428.550000</td>\n",
       "      <td>1</td>\n",
       "      <td>BTC</td>\n",
       "      <td>17076225</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1.862430e+09</td>\n",
       "      <td>99878969</td>\n",
       "      <td>ethereum</td>\n",
       "      <td>1528184659</td>\n",
       "      <td>58693875967</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>-0.13</td>\n",
       "      <td>-3.42</td>\n",
       "      <td>10.56</td>\n",
       "      <td>0.079236</td>\n",
       "      <td>587.650000</td>\n",
       "      <td>2</td>\n",
       "      <td>ETH</td>\n",
       "      <td>99878969</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>4.437400e+08</td>\n",
       "      <td>39241525848</td>\n",
       "      <td>ripple</td>\n",
       "      <td>1528184642</td>\n",
       "      <td>25582767188</td>\n",
       "      <td>1.000000e+11</td>\n",
       "      <td>Ripple</td>\n",
       "      <td>-0.89</td>\n",
       "      <td>-2.47</td>\n",
       "      <td>14.60</td>\n",
       "      <td>0.000088</td>\n",
       "      <td>0.651931</td>\n",
       "      <td>3</td>\n",
       "      <td>XRP</td>\n",
       "      <td>99992075773</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>7.166790e+08</td>\n",
       "      <td>17166350</td>\n",
       "      <td>bitcoin-cash</td>\n",
       "      <td>1528184665</td>\n",
       "      <td>18361642951</td>\n",
       "      <td>2.100000e+07</td>\n",
       "      <td>Bitcoin Cash</td>\n",
       "      <td>-1.03</td>\n",
       "      <td>-6.36</td>\n",
       "      <td>16.73</td>\n",
       "      <td>0.144223</td>\n",
       "      <td>1069.630000</td>\n",
       "      <td>4</td>\n",
       "      <td>BCH</td>\n",
       "      <td>17166350</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.223010e+09</td>\n",
       "      <td>896149492</td>\n",
       "      <td>eos</td>\n",
       "      <td>1528184662</td>\n",
       "      <td>11776748551</td>\n",
       "      <td>1.000000e+09</td>\n",
       "      <td>EOS</td>\n",
       "      <td>-0.61</td>\n",
       "      <td>-6.18</td>\n",
       "      <td>14.33</td>\n",
       "      <td>0.001772</td>\n",
       "      <td>13.141500</td>\n",
       "      <td>5</td>\n",
       "      <td>EOS</td>\n",
       "      <td>900000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   24h_volume_usd  available_supply            id  last_updated  \\\n",
       "0    4.698460e+09          17076225       bitcoin    1528184676   \n",
       "1    1.862430e+09          99878969      ethereum    1528184659   \n",
       "2    4.437400e+08       39241525848        ripple    1528184642   \n",
       "3    7.166790e+08          17166350  bitcoin-cash    1528184665   \n",
       "4    1.223010e+09         896149492           eos    1528184662   \n",
       "\n",
       "   market_cap_usd    max_supply          name  percent_change_1h  \\\n",
       "0    126851591224  2.100000e+07       Bitcoin              -0.26   \n",
       "1     58693875967           NaN      Ethereum              -0.13   \n",
       "2     25582767188  1.000000e+11        Ripple              -0.89   \n",
       "3     18361642951  2.100000e+07  Bitcoin Cash              -1.03   \n",
       "4     11776748551  1.000000e+09           EOS              -0.61   \n",
       "\n",
       "   percent_change_24h  percent_change_7d  price_btc    price_usd  rank symbol  \\\n",
       "0               -2.58               3.13   1.000000  7428.550000     1    BTC   \n",
       "1               -3.42              10.56   0.079236   587.650000     2    ETH   \n",
       "2               -2.47              14.60   0.000088     0.651931     3    XRP   \n",
       "3               -6.36              16.73   0.144223  1069.630000     4    BCH   \n",
       "4               -6.18              14.33   0.001772    13.141500     5    EOS   \n",
       "\n",
       "   total_supply  \n",
       "0      17076225  \n",
       "1      99878969  \n",
       "2   99992075773  \n",
       "3      17166350  \n",
       "4     900000000  "
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Importing pandas\n",
    "import pandas as pd\n",
    "\n",
    "# Importing matplotlib and setting aesthetics for plotting later.\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "%config InlineBackend.figure_format = 'svg' \n",
    "plt.style.use('fivethirtyeight')\n",
    "\n",
    "# Reading in current data from coinmarketcap.com\n",
    "current = pd.read_json('https://api.coinmarketcap.com/v1/ticker/')\n",
    "\n",
    "# Printing out the first few lines\n",
    "current.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "dc": {
     "key": "11"
    },
    "deletable": false,
    "editable": false,
    "run_control": {
     "frozen": true
    },
    "tags": [
     "context"
    ]
   },
   "source": [
    "## 2. Full dataset, filtering, and reproducibility\n",
    "<p>The previous API call returns only the first 100 coins, and we want to explore as many coins as possible. Moreover, we can't produce reproducible analysis with live online data. To solve these problems, we will load a CSV we conveniently saved on the 6th of December of 2017 using the API call <code>https://api.coinmarketcap.com/v1/ticker/?limit=0</code> named <code>datasets/coinmarketcap_06122017.csv</code>. </p>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "dc": {
     "key": "11"
    },
    "tags": [
     "sample_code"
    ]
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "id                1326\n",
       "market_cap_usd    1031\n",
       "dtype: int64"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Reading datasets/coinmarketcap_06122017.csv into pandas\n",
    "dec6 = pd.read_csv('datasets/coinmarketcap_06122017.csv')\n",
    "\n",
    "# Selecting the 'id' and the 'market_cap_usd' columns\n",
    "market_cap_raw = dec6[['id', 'market_cap_usd']]\n",
    "\n",
    "# Counting the number of values\n",
    "market_cap_raw.count()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "dc": {
     "key": "18"
    },
    "deletable": false,
    "editable": false,
    "run_control": {
     "frozen": true
    },
    "tags": [
     "context"
    ]
   },
   "source": [
    "## 3. Discard the cryptocurrencies without a market capitalization\n",
    "<p>Why do the <code>count()</code> for <code>id</code> and <code>market_cap_usd</code> differ above? It is because some cryptocurrencies listed in coinmarketcap.com have no known market capitalization, this is represented by <code>NaN</code> in the data, and <code>NaN</code>s are not counted by <code>count()</code>. These cryptocurrencies are of little interest to us in this analysis, so they are safe to remove.</p>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "dc": {
     "key": "18"
    },
    "tags": [
     "sample_code"
    ]
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "id                1031\n",
       "market_cap_usd    1031\n",
       "dtype: int64"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Filtering out rows without a market capitalization\n",
    "cap = market_cap_raw.query('market_cap_usd > 0')\n",
    "\n",
    "# Counting the number of values again\n",
    "cap.count()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "dc": {
     "key": "25"
    },
    "deletable": false,
    "editable": false,
    "run_control": {
     "frozen": true
    },
    "tags": [
     "context"
    ]
   },
   "source": [
    "## 4. How big is Bitcoin compared with the rest of the cryptocurrencies?\n",
    "<p>At the time of writing, Bitcoin is under serious competition from other projects, but it is still dominant in market capitalization. Let's plot the market capitalization for the top 10 coins as a barplot to better visualize this.</p>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "dc": {
     "key": "25"
    },
    "tags": [
     "sample_code"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
       "<!-- Created with matplotlib (http://matplotlib.org/) -->\n",
       "<svg height=\"328pt\" version=\"1.1\" viewBox=\"0 0 431 328\" width=\"431pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
       " <defs>\n",
       "  <style type=\"text/css\">\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\n",
       "  </style>\n",
       " </defs>\n",
       " <g id=\"figure_1\">\n",
       "  <g id=\"patch_1\">\n",
       "   <path d=\"M 0 328.456438 \n",
       "L 431.619375 328.456438 \n",
       "L 431.619375 0 \n",
       "L 0 0 \n",
       "z\n",
       "\" style=\"fill:none;\"/>\n",
       "  </g>\n",
       "  <g id=\"axes_1\">\n",
       "   <g id=\"patch_2\">\n",
       "    <path d=\"M 48.579375 241.58175 \n",
       "L 424.419375 241.58175 \n",
       "L 424.419375 24.14175 \n",
       "L 48.579375 24.14175 \n",
       "z\n",
       "\" style=\"fill:#f0f0f0;\"/>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_1\">\n",
       "    <g id=\"xtick_1\">\n",
       "     <g id=\"line2d_1\">\n",
       "      <path clip-path=\"url(#p34984cbb14)\" d=\"M 67.371375 241.58175 \n",
       "L 67.371375 24.14175 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_2\"/>\n",
       "     <g id=\"text_1\">\n",
       "      <!-- bitcoin -->\n",
       "      <defs>\n",
       "       <path d=\"M 48.6875 27.296875 \n",
       "Q 48.6875 37.203125 44.609375 42.84375 \n",
       "Q 40.53125 48.484375 33.40625 48.484375 \n",
       "Q 26.265625 48.484375 22.1875 42.84375 \n",
       "Q 18.109375 37.203125 18.109375 27.296875 \n",
       "Q 18.109375 17.390625 22.1875 11.75 \n",
       "Q 26.265625 6.109375 33.40625 6.109375 \n",
       "Q 40.53125 6.109375 44.609375 11.75 \n",
       "Q 48.6875 17.390625 48.6875 27.296875 \n",
       "z\n",
       "M 18.109375 46.390625 \n",
       "Q 20.953125 51.265625 25.265625 53.625 \n",
       "Q 29.59375 56 35.59375 56 \n",
       "Q 45.5625 56 51.78125 48.09375 \n",
       "Q 58.015625 40.1875 58.015625 27.296875 \n",
       "Q 58.015625 14.40625 51.78125 6.484375 \n",
       "Q 45.5625 -1.421875 35.59375 -1.421875 \n",
       "Q 29.59375 -1.421875 25.265625 0.953125 \n",
       "Q 20.953125 3.328125 18.109375 8.203125 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 75.984375 \n",
       "L 18.109375 75.984375 \n",
       "z\n",
       "\" id=\"DejaVuSans-62\"/>\n",
       "       <path d=\"M 9.421875 54.6875 \n",
       "L 18.40625 54.6875 \n",
       "L 18.40625 0 \n",
       "L 9.421875 0 \n",
       "z\n",
       "M 9.421875 75.984375 \n",
       "L 18.40625 75.984375 \n",
       "L 18.40625 64.59375 \n",
       "L 9.421875 64.59375 \n",
       "z\n",
       "\" id=\"DejaVuSans-69\"/>\n",
       "       <path d=\"M 18.3125 70.21875 \n",
       "L 18.3125 54.6875 \n",
       "L 36.8125 54.6875 \n",
       "L 36.8125 47.703125 \n",
       "L 18.3125 47.703125 \n",
       "L 18.3125 18.015625 \n",
       "Q 18.3125 11.328125 20.140625 9.421875 \n",
       "Q 21.96875 7.515625 27.59375 7.515625 \n",
       "L 36.8125 7.515625 \n",
       "L 36.8125 0 \n",
       "L 27.59375 0 \n",
       "Q 17.1875 0 13.234375 3.875 \n",
       "Q 9.28125 7.765625 9.28125 18.015625 \n",
       "L 9.28125 47.703125 \n",
       "L 2.6875 47.703125 \n",
       "L 2.6875 54.6875 \n",
       "L 9.28125 54.6875 \n",
       "L 9.28125 70.21875 \n",
       "z\n",
       "\" id=\"DejaVuSans-74\"/>\n",
       "       <path d=\"M 48.78125 52.59375 \n",
       "L 48.78125 44.1875 \n",
       "Q 44.96875 46.296875 41.140625 47.34375 \n",
       "Q 37.3125 48.390625 33.40625 48.390625 \n",
       "Q 24.65625 48.390625 19.8125 42.84375 \n",
       "Q 14.984375 37.3125 14.984375 27.296875 \n",
       "Q 14.984375 17.28125 19.8125 11.734375 \n",
       "Q 24.65625 6.203125 33.40625 6.203125 \n",
       "Q 37.3125 6.203125 41.140625 7.25 \n",
       "Q 44.96875 8.296875 48.78125 10.40625 \n",
       "L 48.78125 2.09375 \n",
       "Q 45.015625 0.34375 40.984375 -0.53125 \n",
       "Q 36.96875 -1.421875 32.421875 -1.421875 \n",
       "Q 20.0625 -1.421875 12.78125 6.34375 \n",
       "Q 5.515625 14.109375 5.515625 27.296875 \n",
       "Q 5.515625 40.671875 12.859375 48.328125 \n",
       "Q 20.21875 56 33.015625 56 \n",
       "Q 37.15625 56 41.109375 55.140625 \n",
       "Q 45.0625 54.296875 48.78125 52.59375 \n",
       "z\n",
       "\" id=\"DejaVuSans-63\"/>\n",
       "       <path d=\"M 30.609375 48.390625 \n",
       "Q 23.390625 48.390625 19.1875 42.75 \n",
       "Q 14.984375 37.109375 14.984375 27.296875 \n",
       "Q 14.984375 17.484375 19.15625 11.84375 \n",
       "Q 23.34375 6.203125 30.609375 6.203125 \n",
       "Q 37.796875 6.203125 41.984375 11.859375 \n",
       "Q 46.1875 17.53125 46.1875 27.296875 \n",
       "Q 46.1875 37.015625 41.984375 42.703125 \n",
       "Q 37.796875 48.390625 30.609375 48.390625 \n",
       "z\n",
       "M 30.609375 56 \n",
       "Q 42.328125 56 49.015625 48.375 \n",
       "Q 55.71875 40.765625 55.71875 27.296875 \n",
       "Q 55.71875 13.875 49.015625 6.21875 \n",
       "Q 42.328125 -1.421875 30.609375 -1.421875 \n",
       "Q 18.84375 -1.421875 12.171875 6.21875 \n",
       "Q 5.515625 13.875 5.515625 27.296875 \n",
       "Q 5.515625 40.765625 12.171875 48.375 \n",
       "Q 18.84375 56 30.609375 56 \n",
       "z\n",
       "\" id=\"DejaVuSans-6f\"/>\n",
       "       <path d=\"M 54.890625 33.015625 \n",
       "L 54.890625 0 \n",
       "L 45.90625 0 \n",
       "L 45.90625 32.71875 \n",
       "Q 45.90625 40.484375 42.875 44.328125 \n",
       "Q 39.84375 48.1875 33.796875 48.1875 \n",
       "Q 26.515625 48.1875 22.3125 43.546875 \n",
       "Q 18.109375 38.921875 18.109375 30.90625 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 54.6875 \n",
       "L 18.109375 54.6875 \n",
       "L 18.109375 46.1875 \n",
       "Q 21.34375 51.125 25.703125 53.5625 \n",
       "Q 30.078125 56 35.796875 56 \n",
       "Q 45.21875 56 50.046875 50.171875 \n",
       "Q 54.890625 44.34375 54.890625 33.015625 \n",
       "z\n",
       "\" id=\"DejaVuSans-6e\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(70.13075 278.861438)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-62\"/>\n",
       "       <use x=\"63.476562\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"91.259766\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"130.46875\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"185.449219\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"246.630859\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"274.414062\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_2\">\n",
       "     <g id=\"line2d_3\">\n",
       "      <path clip-path=\"url(#p34984cbb14)\" d=\"M 104.955375 241.58175 \n",
       "L 104.955375 24.14175 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_4\"/>\n",
       "     <g id=\"text_2\">\n",
       "      <!-- ethereum -->\n",
       "      <defs>\n",
       "       <path d=\"M 56.203125 29.59375 \n",
       "L 56.203125 25.203125 \n",
       "L 14.890625 25.203125 \n",
       "Q 15.484375 15.921875 20.484375 11.0625 \n",
       "Q 25.484375 6.203125 34.421875 6.203125 \n",
       "Q 39.59375 6.203125 44.453125 7.46875 \n",
       "Q 49.3125 8.734375 54.109375 11.28125 \n",
       "L 54.109375 2.78125 \n",
       "Q 49.265625 0.734375 44.1875 -0.34375 \n",
       "Q 39.109375 -1.421875 33.890625 -1.421875 \n",
       "Q 20.796875 -1.421875 13.15625 6.1875 \n",
       "Q 5.515625 13.8125 5.515625 26.8125 \n",
       "Q 5.515625 40.234375 12.765625 48.109375 \n",
       "Q 20.015625 56 32.328125 56 \n",
       "Q 43.359375 56 49.78125 48.890625 \n",
       "Q 56.203125 41.796875 56.203125 29.59375 \n",
       "z\n",
       "M 47.21875 32.234375 \n",
       "Q 47.125 39.59375 43.09375 43.984375 \n",
       "Q 39.0625 48.390625 32.421875 48.390625 \n",
       "Q 24.90625 48.390625 20.390625 44.140625 \n",
       "Q 15.875 39.890625 15.1875 32.171875 \n",
       "z\n",
       "\" id=\"DejaVuSans-65\"/>\n",
       "       <path d=\"M 54.890625 33.015625 \n",
       "L 54.890625 0 \n",
       "L 45.90625 0 \n",
       "L 45.90625 32.71875 \n",
       "Q 45.90625 40.484375 42.875 44.328125 \n",
       "Q 39.84375 48.1875 33.796875 48.1875 \n",
       "Q 26.515625 48.1875 22.3125 43.546875 \n",
       "Q 18.109375 38.921875 18.109375 30.90625 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 75.984375 \n",
       "L 18.109375 75.984375 \n",
       "L 18.109375 46.1875 \n",
       "Q 21.34375 51.125 25.703125 53.5625 \n",
       "Q 30.078125 56 35.796875 56 \n",
       "Q 45.21875 56 50.046875 50.171875 \n",
       "Q 54.890625 44.34375 54.890625 33.015625 \n",
       "z\n",
       "\" id=\"DejaVuSans-68\"/>\n",
       "       <path d=\"M 41.109375 46.296875 \n",
       "Q 39.59375 47.171875 37.8125 47.578125 \n",
       "Q 36.03125 48 33.890625 48 \n",
       "Q 26.265625 48 22.1875 43.046875 \n",
       "Q 18.109375 38.09375 18.109375 28.8125 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 54.6875 \n",
       "L 18.109375 54.6875 \n",
       "L 18.109375 46.1875 \n",
       "Q 20.953125 51.171875 25.484375 53.578125 \n",
       "Q 30.03125 56 36.53125 56 \n",
       "Q 37.453125 56 38.578125 55.875 \n",
       "Q 39.703125 55.765625 41.0625 55.515625 \n",
       "z\n",
       "\" id=\"DejaVuSans-72\"/>\n",
       "       <path d=\"M 8.5 21.578125 \n",
       "L 8.5 54.6875 \n",
       "L 17.484375 54.6875 \n",
       "L 17.484375 21.921875 \n",
       "Q 17.484375 14.15625 20.5 10.265625 \n",
       "Q 23.53125 6.390625 29.59375 6.390625 \n",
       "Q 36.859375 6.390625 41.078125 11.03125 \n",
       "Q 45.3125 15.671875 45.3125 23.6875 \n",
       "L 45.3125 54.6875 \n",
       "L 54.296875 54.6875 \n",
       "L 54.296875 0 \n",
       "L 45.3125 0 \n",
       "L 45.3125 8.40625 \n",
       "Q 42.046875 3.421875 37.71875 1 \n",
       "Q 33.40625 -1.421875 27.6875 -1.421875 \n",
       "Q 18.265625 -1.421875 13.375 4.4375 \n",
       "Q 8.5 10.296875 8.5 21.578125 \n",
       "z\n",
       "M 31.109375 56 \n",
       "z\n",
       "\" id=\"DejaVuSans-75\"/>\n",
       "       <path d=\"M 52 44.1875 \n",
       "Q 55.375 50.25 60.0625 53.125 \n",
       "Q 64.75 56 71.09375 56 \n",
       "Q 79.640625 56 84.28125 50.015625 \n",
       "Q 88.921875 44.046875 88.921875 33.015625 \n",
       "L 88.921875 0 \n",
       "L 79.890625 0 \n",
       "L 79.890625 32.71875 \n",
       "Q 79.890625 40.578125 77.09375 44.375 \n",
       "Q 74.3125 48.1875 68.609375 48.1875 \n",
       "Q 61.625 48.1875 57.5625 43.546875 \n",
       "Q 53.515625 38.921875 53.515625 30.90625 \n",
       "L 53.515625 0 \n",
       "L 44.484375 0 \n",
       "L 44.484375 32.71875 \n",
       "Q 44.484375 40.625 41.703125 44.40625 \n",
       "Q 38.921875 48.1875 33.109375 48.1875 \n",
       "Q 26.21875 48.1875 22.15625 43.53125 \n",
       "Q 18.109375 38.875 18.109375 30.90625 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 54.6875 \n",
       "L 18.109375 54.6875 \n",
       "L 18.109375 46.1875 \n",
       "Q 21.1875 51.21875 25.484375 53.609375 \n",
       "Q 29.78125 56 35.6875 56 \n",
       "Q 41.65625 56 45.828125 52.96875 \n",
       "Q 50 49.953125 52 44.1875 \n",
       "z\n",
       "\" id=\"DejaVuSans-6d\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(107.71475 293.984875)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"61.523438\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"100.732422\" xlink:href=\"#DejaVuSans-68\"/>\n",
       "       <use x=\"164.111328\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"225.634766\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"266.716797\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"328.240234\" xlink:href=\"#DejaVuSans-75\"/>\n",
       "       <use x=\"391.619141\" xlink:href=\"#DejaVuSans-6d\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_3\">\n",
       "     <g id=\"line2d_5\">\n",
       "      <path clip-path=\"url(#p34984cbb14)\" d=\"M 142.539375 241.58175 \n",
       "L 142.539375 24.14175 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_6\"/>\n",
       "     <g id=\"text_3\">\n",
       "      <!-- bitcoin-cash -->\n",
       "      <defs>\n",
       "       <path d=\"M 4.890625 31.390625 \n",
       "L 31.203125 31.390625 \n",
       "L 31.203125 23.390625 \n",
       "L 4.890625 23.390625 \n",
       "z\n",
       "\" id=\"DejaVuSans-2d\"/>\n",
       "       <path d=\"M 34.28125 27.484375 \n",
       "Q 23.390625 27.484375 19.1875 25 \n",
       "Q 14.984375 22.515625 14.984375 16.5 \n",
       "Q 14.984375 11.71875 18.140625 8.90625 \n",
       "Q 21.296875 6.109375 26.703125 6.109375 \n",
       "Q 34.1875 6.109375 38.703125 11.40625 \n",
       "Q 43.21875 16.703125 43.21875 25.484375 \n",
       "L 43.21875 27.484375 \n",
       "z\n",
       "M 52.203125 31.203125 \n",
       "L 52.203125 0 \n",
       "L 43.21875 0 \n",
       "L 43.21875 8.296875 \n",
       "Q 40.140625 3.328125 35.546875 0.953125 \n",
       "Q 30.953125 -1.421875 24.3125 -1.421875 \n",
       "Q 15.921875 -1.421875 10.953125 3.296875 \n",
       "Q 6 8.015625 6 15.921875 \n",
       "Q 6 25.140625 12.171875 29.828125 \n",
       "Q 18.359375 34.515625 30.609375 34.515625 \n",
       "L 43.21875 34.515625 \n",
       "L 43.21875 35.40625 \n",
       "Q 43.21875 41.609375 39.140625 45 \n",
       "Q 35.0625 48.390625 27.6875 48.390625 \n",
       "Q 23 48.390625 18.546875 47.265625 \n",
       "Q 14.109375 46.140625 10.015625 43.890625 \n",
       "L 10.015625 52.203125 \n",
       "Q 14.9375 54.109375 19.578125 55.046875 \n",
       "Q 24.21875 56 28.609375 56 \n",
       "Q 40.484375 56 46.34375 49.84375 \n",
       "Q 52.203125 43.703125 52.203125 31.203125 \n",
       "z\n",
       "\" id=\"DejaVuSans-61\"/>\n",
       "       <path d=\"M 44.28125 53.078125 \n",
       "L 44.28125 44.578125 \n",
       "Q 40.484375 46.53125 36.375 47.5 \n",
       "Q 32.28125 48.484375 27.875 48.484375 \n",
       "Q 21.1875 48.484375 17.84375 46.4375 \n",
       "Q 14.5 44.390625 14.5 40.28125 \n",
       "Q 14.5 37.15625 16.890625 35.375 \n",
       "Q 19.28125 33.59375 26.515625 31.984375 \n",
       "L 29.59375 31.296875 \n",
       "Q 39.15625 29.25 43.1875 25.515625 \n",
       "Q 47.21875 21.78125 47.21875 15.09375 \n",
       "Q 47.21875 7.46875 41.1875 3.015625 \n",
       "Q 35.15625 -1.421875 24.609375 -1.421875 \n",
       "Q 20.21875 -1.421875 15.453125 -0.5625 \n",
       "Q 10.6875 0.296875 5.421875 2 \n",
       "L 5.421875 11.28125 \n",
       "Q 10.40625 8.6875 15.234375 7.390625 \n",
       "Q 20.0625 6.109375 24.8125 6.109375 \n",
       "Q 31.15625 6.109375 34.5625 8.28125 \n",
       "Q 37.984375 10.453125 37.984375 14.40625 \n",
       "Q 37.984375 18.0625 35.515625 20.015625 \n",
       "Q 33.0625 21.96875 24.703125 23.78125 \n",
       "L 21.578125 24.515625 \n",
       "Q 13.234375 26.265625 9.515625 29.90625 \n",
       "Q 5.8125 33.546875 5.8125 39.890625 \n",
       "Q 5.8125 47.609375 11.28125 51.796875 \n",
       "Q 16.75 56 26.8125 56 \n",
       "Q 31.78125 56 36.171875 55.265625 \n",
       "Q 40.578125 54.546875 44.28125 53.078125 \n",
       "z\n",
       "\" id=\"DejaVuSans-73\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(145.29875 305.642688)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-62\"/>\n",
       "       <use x=\"63.476562\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"91.259766\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"130.46875\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"185.449219\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"246.630859\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"274.414062\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "       <use x=\"337.792969\" xlink:href=\"#DejaVuSans-2d\"/>\n",
       "       <use x=\"373.876953\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"428.857422\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"490.136719\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "       <use x=\"542.236328\" xlink:href=\"#DejaVuSans-68\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_4\">\n",
       "     <g id=\"line2d_7\">\n",
       "      <path clip-path=\"url(#p34984cbb14)\" d=\"M 180.123375 241.58175 \n",
       "L 180.123375 24.14175 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_8\"/>\n",
       "     <g id=\"text_4\">\n",
       "      <!-- iota -->\n",
       "      <g transform=\"translate(182.88275 264.027063)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"27.783203\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"88.964844\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"128.173828\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_5\">\n",
       "     <g id=\"line2d_9\">\n",
       "      <path clip-path=\"url(#p34984cbb14)\" d=\"M 217.707375 241.58175 \n",
       "L 217.707375 24.14175 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_10\"/>\n",
       "     <g id=\"text_5\">\n",
       "      <!-- ripple -->\n",
       "      <defs>\n",
       "       <path d=\"M 18.109375 8.203125 \n",
       "L 18.109375 -20.796875 \n",
       "L 9.078125 -20.796875 \n",
       "L 9.078125 54.6875 \n",
       "L 18.109375 54.6875 \n",
       "L 18.109375 46.390625 \n",
       "Q 20.953125 51.265625 25.265625 53.625 \n",
       "Q 29.59375 56 35.59375 56 \n",
       "Q 45.5625 56 51.78125 48.09375 \n",
       "Q 58.015625 40.1875 58.015625 27.296875 \n",
       "Q 58.015625 14.40625 51.78125 6.484375 \n",
       "Q 45.5625 -1.421875 35.59375 -1.421875 \n",
       "Q 29.59375 -1.421875 25.265625 0.953125 \n",
       "Q 20.953125 3.328125 18.109375 8.203125 \n",
       "z\n",
       "M 48.6875 27.296875 \n",
       "Q 48.6875 37.203125 44.609375 42.84375 \n",
       "Q 40.53125 48.484375 33.40625 48.484375 \n",
       "Q 26.265625 48.484375 22.1875 42.84375 \n",
       "Q 18.109375 37.203125 18.109375 27.296875 \n",
       "Q 18.109375 17.390625 22.1875 11.75 \n",
       "Q 26.265625 6.109375 33.40625 6.109375 \n",
       "Q 40.53125 6.109375 44.609375 11.75 \n",
       "Q 48.6875 17.390625 48.6875 27.296875 \n",
       "z\n",
       "\" id=\"DejaVuSans-70\"/>\n",
       "       <path d=\"M 9.421875 75.984375 \n",
       "L 18.40625 75.984375 \n",
       "L 18.40625 0 \n",
       "L 9.421875 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-6c\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(220.46675 273.598938)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"41.113281\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"68.896484\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "       <use x=\"132.373047\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "       <use x=\"195.849609\" xlink:href=\"#DejaVuSans-6c\"/>\n",
       "       <use x=\"223.632812\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_6\">\n",
       "     <g id=\"line2d_11\">\n",
       "      <path clip-path=\"url(#p34984cbb14)\" d=\"M 255.291375 241.58175 \n",
       "L 255.291375 24.14175 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_12\"/>\n",
       "     <g id=\"text_6\">\n",
       "      <!-- dash -->\n",
       "      <defs>\n",
       "       <path d=\"M 45.40625 46.390625 \n",
       "L 45.40625 75.984375 \n",
       "L 54.390625 75.984375 \n",
       "L 54.390625 0 \n",
       "L 45.40625 0 \n",
       "L 45.40625 8.203125 \n",
       "Q 42.578125 3.328125 38.25 0.953125 \n",
       "Q 33.9375 -1.421875 27.875 -1.421875 \n",
       "Q 17.96875 -1.421875 11.734375 6.484375 \n",
       "Q 5.515625 14.40625 5.515625 27.296875 \n",
       "Q 5.515625 40.1875 11.734375 48.09375 \n",
       "Q 17.96875 56 27.875 56 \n",
       "Q 33.9375 56 38.25 53.625 \n",
       "Q 42.578125 51.265625 45.40625 46.390625 \n",
       "z\n",
       "M 14.796875 27.296875 \n",
       "Q 14.796875 17.390625 18.875 11.75 \n",
       "Q 22.953125 6.109375 30.078125 6.109375 \n",
       "Q 37.203125 6.109375 41.296875 11.75 \n",
       "Q 45.40625 17.390625 45.40625 27.296875 \n",
       "Q 45.40625 37.203125 41.296875 42.84375 \n",
       "Q 37.203125 48.484375 30.078125 48.484375 \n",
       "Q 22.953125 48.484375 18.875 42.84375 \n",
       "Q 14.796875 37.203125 14.796875 27.296875 \n",
       "z\n",
       "\" id=\"DejaVuSans-64\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(258.05075 269.105188)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-64\"/>\n",
       "       <use x=\"63.476562\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"124.755859\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "       <use x=\"176.855469\" xlink:href=\"#DejaVuSans-68\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_7\">\n",
       "     <g id=\"line2d_13\">\n",
       "      <path clip-path=\"url(#p34984cbb14)\" d=\"M 292.875375 241.58175 \n",
       "L 292.875375 24.14175 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_14\"/>\n",
       "     <g id=\"text_7\">\n",
       "      <!-- litecoin -->\n",
       "      <g transform=\"translate(295.63475 281.44425)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-6c\"/>\n",
       "       <use x=\"27.783203\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"55.566406\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"94.775391\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"156.298828\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"211.279297\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"272.460938\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"300.244141\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_8\">\n",
       "     <g id=\"line2d_15\">\n",
       "      <path clip-path=\"url(#p34984cbb14)\" d=\"M 330.459375 241.58175 \n",
       "L 330.459375 24.14175 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_16\"/>\n",
       "     <g id=\"text_8\">\n",
       "      <!-- bitcoin-gold -->\n",
       "      <defs>\n",
       "       <path d=\"M 45.40625 27.984375 \n",
       "Q 45.40625 37.75 41.375 43.109375 \n",
       "Q 37.359375 48.484375 30.078125 48.484375 \n",
       "Q 22.859375 48.484375 18.828125 43.109375 \n",
       "Q 14.796875 37.75 14.796875 27.984375 \n",
       "Q 14.796875 18.265625 18.828125 12.890625 \n",
       "Q 22.859375 7.515625 30.078125 7.515625 \n",
       "Q 37.359375 7.515625 41.375 12.890625 \n",
       "Q 45.40625 18.265625 45.40625 27.984375 \n",
       "z\n",
       "M 54.390625 6.78125 \n",
       "Q 54.390625 -7.171875 48.1875 -13.984375 \n",
       "Q 42 -20.796875 29.203125 -20.796875 \n",
       "Q 24.46875 -20.796875 20.265625 -20.09375 \n",
       "Q 16.0625 -19.390625 12.109375 -17.921875 \n",
       "L 12.109375 -9.1875 \n",
       "Q 16.0625 -11.328125 19.921875 -12.34375 \n",
       "Q 23.78125 -13.375 27.78125 -13.375 \n",
       "Q 36.625 -13.375 41.015625 -8.765625 \n",
       "Q 45.40625 -4.15625 45.40625 5.171875 \n",
       "L 45.40625 9.625 \n",
       "Q 42.625 4.78125 38.28125 2.390625 \n",
       "Q 33.9375 0 27.875 0 \n",
       "Q 17.828125 0 11.671875 7.65625 \n",
       "Q 5.515625 15.328125 5.515625 27.984375 \n",
       "Q 5.515625 40.671875 11.671875 48.328125 \n",
       "Q 17.828125 56 27.875 56 \n",
       "Q 33.9375 56 38.28125 53.609375 \n",
       "Q 42.625 51.21875 45.40625 46.390625 \n",
       "L 45.40625 54.6875 \n",
       "L 54.390625 54.6875 \n",
       "z\n",
       "\" id=\"DejaVuSans-67\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(333.21875 304.063)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-62\"/>\n",
       "       <use x=\"63.476562\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"91.259766\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"130.46875\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"185.449219\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"246.630859\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"274.414062\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "       <use x=\"337.792969\" xlink:href=\"#DejaVuSans-2d\"/>\n",
       "       <use x=\"373.876953\" xlink:href=\"#DejaVuSans-67\"/>\n",
       "       <use x=\"437.353516\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"498.535156\" xlink:href=\"#DejaVuSans-6c\"/>\n",
       "       <use x=\"526.318359\" xlink:href=\"#DejaVuSans-64\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_9\">\n",
       "     <g id=\"line2d_17\">\n",
       "      <path clip-path=\"url(#p34984cbb14)\" d=\"M 368.043375 241.58175 \n",
       "L 368.043375 24.14175 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_18\"/>\n",
       "     <g id=\"text_9\">\n",
       "      <!-- monero -->\n",
       "      <g transform=\"translate(370.80275 283.658313)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-6d\"/>\n",
       "       <use x=\"97.412109\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"158.59375\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "       <use x=\"221.972656\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"283.496094\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"324.578125\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_10\">\n",
       "     <g id=\"line2d_19\">\n",
       "      <path clip-path=\"url(#p34984cbb14)\" d=\"M 405.627375 241.58175 \n",
       "L 405.627375 24.14175 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_20\"/>\n",
       "     <g id=\"text_10\">\n",
       "      <!-- cardano -->\n",
       "      <g transform=\"translate(408.38675 285.7505)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"54.980469\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"116.259766\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"157.357422\" xlink:href=\"#DejaVuSans-64\"/>\n",
       "       <use x=\"220.833984\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"282.113281\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "       <use x=\"345.492188\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"text_11\">\n",
       "     <!-- id -->\n",
       "     <g transform=\"translate(231.023438 318.760813)scale(0.12 -0.12)\">\n",
       "      <use xlink:href=\"#DejaVuSans-69\"/>\n",
       "      <use x=\"27.783203\" xlink:href=\"#DejaVuSans-64\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_2\">\n",
       "    <g id=\"ytick_1\">\n",
       "     <g id=\"line2d_21\">\n",
       "      <path clip-path=\"url(#p34984cbb14)\" d=\"M 48.579375 241.58175 \n",
       "L 424.419375 241.58175 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_22\"/>\n",
       "     <g id=\"text_12\">\n",
       "      <!-- 0.00 -->\n",
       "      <defs>\n",
       "       <path d=\"M 31.78125 66.40625 \n",
       "Q 24.171875 66.40625 20.328125 58.90625 \n",
       "Q 16.5 51.421875 16.5 36.375 \n",
       "Q 16.5 21.390625 20.328125 13.890625 \n",
       "Q 24.171875 6.390625 31.78125 6.390625 \n",
       "Q 39.453125 6.390625 43.28125 13.890625 \n",
       "Q 47.125 21.390625 47.125 36.375 \n",
       "Q 47.125 51.421875 43.28125 58.90625 \n",
       "Q 39.453125 66.40625 31.78125 66.40625 \n",
       "z\n",
       "M 31.78125 74.21875 \n",
       "Q 44.046875 74.21875 50.515625 64.515625 \n",
       "Q 56.984375 54.828125 56.984375 36.375 \n",
       "Q 56.984375 17.96875 50.515625 8.265625 \n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \n",
       "Q 6.59375 17.96875 6.59375 36.375 \n",
       "Q 6.59375 54.828125 13.0625 64.515625 \n",
       "Q 19.53125 74.21875 31.78125 74.21875 \n",
       "z\n",
       "\" id=\"DejaVuSans-30\"/>\n",
       "       <path d=\"M 10.6875 12.40625 \n",
       "L 21 12.40625 \n",
       "L 21 0 \n",
       "L 10.6875 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-2e\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(22.81375 245.380969)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_2\">\n",
       "     <g id=\"line2d_23\">\n",
       "      <path clip-path=\"url(#p34984cbb14)\" d=\"M 48.579375 217.281545 \n",
       "L 424.419375 217.281545 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_24\"/>\n",
       "     <g id=\"text_13\">\n",
       "      <!-- 0.25 -->\n",
       "      <defs>\n",
       "       <path d=\"M 19.1875 8.296875 \n",
       "L 53.609375 8.296875 \n",
       "L 53.609375 0 \n",
       "L 7.328125 0 \n",
       "L 7.328125 8.296875 \n",
       "Q 12.9375 14.109375 22.625 23.890625 \n",
       "Q 32.328125 33.6875 34.8125 36.53125 \n",
       "Q 39.546875 41.84375 41.421875 45.53125 \n",
       "Q 43.3125 49.21875 43.3125 52.78125 \n",
       "Q 43.3125 58.59375 39.234375 62.25 \n",
       "Q 35.15625 65.921875 28.609375 65.921875 \n",
       "Q 23.96875 65.921875 18.8125 64.3125 \n",
       "Q 13.671875 62.703125 7.8125 59.421875 \n",
       "L 7.8125 69.390625 \n",
       "Q 13.765625 71.78125 18.9375 73 \n",
       "Q 24.125 74.21875 28.421875 74.21875 \n",
       "Q 39.75 74.21875 46.484375 68.546875 \n",
       "Q 53.21875 62.890625 53.21875 53.421875 \n",
       "Q 53.21875 48.921875 51.53125 44.890625 \n",
       "Q 49.859375 40.875 45.40625 35.40625 \n",
       "Q 44.1875 33.984375 37.640625 27.21875 \n",
       "Q 31.109375 20.453125 19.1875 8.296875 \n",
       "z\n",
       "\" id=\"DejaVuSans-32\"/>\n",
       "       <path d=\"M 10.796875 72.90625 \n",
       "L 49.515625 72.90625 \n",
       "L 49.515625 64.59375 \n",
       "L 19.828125 64.59375 \n",
       "L 19.828125 46.734375 \n",
       "Q 21.96875 47.46875 24.109375 47.828125 \n",
       "Q 26.265625 48.1875 28.421875 48.1875 \n",
       "Q 40.625 48.1875 47.75 41.5 \n",
       "Q 54.890625 34.8125 54.890625 23.390625 \n",
       "Q 54.890625 11.625 47.5625 5.09375 \n",
       "Q 40.234375 -1.421875 26.90625 -1.421875 \n",
       "Q 22.3125 -1.421875 17.546875 -0.640625 \n",
       "Q 12.796875 0.140625 7.71875 1.703125 \n",
       "L 7.71875 11.625 \n",
       "Q 12.109375 9.234375 16.796875 8.0625 \n",
       "Q 21.484375 6.890625 26.703125 6.890625 \n",
       "Q 35.15625 6.890625 40.078125 11.328125 \n",
       "Q 45.015625 15.765625 45.015625 23.390625 \n",
       "Q 45.015625 31 40.078125 35.4375 \n",
       "Q 35.15625 39.890625 26.703125 39.890625 \n",
       "Q 22.75 39.890625 18.8125 39.015625 \n",
       "Q 14.890625 38.140625 10.796875 36.28125 \n",
       "z\n",
       "\" id=\"DejaVuSans-35\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(22.81375 221.080763)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-35\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_3\">\n",
       "     <g id=\"line2d_25\">\n",
       "      <path clip-path=\"url(#p34984cbb14)\" d=\"M 48.579375 192.981339 \n",
       "L 424.419375 192.981339 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_26\"/>\n",
       "     <g id=\"text_14\">\n",
       "      <!-- 0.50 -->\n",
       "      <g transform=\"translate(22.81375 196.780558)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-35\"/>\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_4\">\n",
       "     <g id=\"line2d_27\">\n",
       "      <path clip-path=\"url(#p34984cbb14)\" d=\"M 48.579375 168.681134 \n",
       "L 424.419375 168.681134 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_28\"/>\n",
       "     <g id=\"text_15\">\n",
       "      <!-- 0.75 -->\n",
       "      <defs>\n",
       "       <path d=\"M 8.203125 72.90625 \n",
       "L 55.078125 72.90625 \n",
       "L 55.078125 68.703125 \n",
       "L 28.609375 0 \n",
       "L 18.3125 0 \n",
       "L 43.21875 64.59375 \n",
       "L 8.203125 64.59375 \n",
       "z\n",
       "\" id=\"DejaVuSans-37\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(22.81375 172.480353)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-37\"/>\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-35\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_5\">\n",
       "     <g id=\"line2d_29\">\n",
       "      <path clip-path=\"url(#p34984cbb14)\" d=\"M 48.579375 144.380929 \n",
       "L 424.419375 144.380929 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_30\"/>\n",
       "     <g id=\"text_16\">\n",
       "      <!-- 1.00 -->\n",
       "      <defs>\n",
       "       <path d=\"M 12.40625 8.296875 \n",
       "L 28.515625 8.296875 \n",
       "L 28.515625 63.921875 \n",
       "L 10.984375 60.40625 \n",
       "L 10.984375 69.390625 \n",
       "L 28.421875 72.90625 \n",
       "L 38.28125 72.90625 \n",
       "L 38.28125 8.296875 \n",
       "L 54.390625 8.296875 \n",
       "L 54.390625 0 \n",
       "L 12.40625 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-31\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(22.81375 148.180148)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_6\">\n",
       "     <g id=\"line2d_31\">\n",
       "      <path clip-path=\"url(#p34984cbb14)\" d=\"M 48.579375 120.080724 \n",
       "L 424.419375 120.080724 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_32\"/>\n",
       "     <g id=\"text_17\">\n",
       "      <!-- 1.25 -->\n",
       "      <g transform=\"translate(22.81375 123.879942)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-35\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_7\">\n",
       "     <g id=\"line2d_33\">\n",
       "      <path clip-path=\"url(#p34984cbb14)\" d=\"M 48.579375 95.780518 \n",
       "L 424.419375 95.780518 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_34\"/>\n",
       "     <g id=\"text_18\">\n",
       "      <!-- 1.50 -->\n",
       "      <g transform=\"translate(22.81375 99.579737)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-35\"/>\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_8\">\n",
       "     <g id=\"line2d_35\">\n",
       "      <path clip-path=\"url(#p34984cbb14)\" d=\"M 48.579375 71.480313 \n",
       "L 424.419375 71.480313 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_36\"/>\n",
       "     <g id=\"text_19\">\n",
       "      <!-- 1.75 -->\n",
       "      <g transform=\"translate(22.81375 75.279532)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-37\"/>\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-35\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_9\">\n",
       "     <g id=\"line2d_37\">\n",
       "      <path clip-path=\"url(#p34984cbb14)\" d=\"M 48.579375 47.180108 \n",
       "L 424.419375 47.180108 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_38\"/>\n",
       "     <g id=\"text_20\">\n",
       "      <!-- 2.00 -->\n",
       "      <g transform=\"translate(22.81375 50.979327)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-2e\"/>\n",
       "       <use x=\"95.410156\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"159.033203\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"text_21\">\n",
       "     <!-- % of total cap -->\n",
       "     <defs>\n",
       "      <path d=\"M 72.703125 32.078125 \n",
       "Q 68.453125 32.078125 66.03125 28.46875 \n",
       "Q 63.625 24.859375 63.625 18.40625 \n",
       "Q 63.625 12.0625 66.03125 8.421875 \n",
       "Q 68.453125 4.78125 72.703125 4.78125 \n",
       "Q 76.859375 4.78125 79.265625 8.421875 \n",
       "Q 81.6875 12.0625 81.6875 18.40625 \n",
       "Q 81.6875 24.8125 79.265625 28.4375 \n",
       "Q 76.859375 32.078125 72.703125 32.078125 \n",
       "z\n",
       "M 72.703125 38.28125 \n",
       "Q 80.421875 38.28125 84.953125 32.90625 \n",
       "Q 89.5 27.546875 89.5 18.40625 \n",
       "Q 89.5 9.28125 84.9375 3.921875 \n",
       "Q 80.375 -1.421875 72.703125 -1.421875 \n",
       "Q 64.890625 -1.421875 60.34375 3.921875 \n",
       "Q 55.8125 9.28125 55.8125 18.40625 \n",
       "Q 55.8125 27.59375 60.375 32.9375 \n",
       "Q 64.9375 38.28125 72.703125 38.28125 \n",
       "z\n",
       "M 22.3125 68.015625 \n",
       "Q 18.109375 68.015625 15.6875 64.375 \n",
       "Q 13.28125 60.75 13.28125 54.390625 \n",
       "Q 13.28125 47.953125 15.671875 44.328125 \n",
       "Q 18.0625 40.71875 22.3125 40.71875 \n",
       "Q 26.5625 40.71875 28.96875 44.328125 \n",
       "Q 31.390625 47.953125 31.390625 54.390625 \n",
       "Q 31.390625 60.6875 28.953125 64.34375 \n",
       "Q 26.515625 68.015625 22.3125 68.015625 \n",
       "z\n",
       "M 66.40625 74.21875 \n",
       "L 74.21875 74.21875 \n",
       "L 28.609375 -1.421875 \n",
       "L 20.796875 -1.421875 \n",
       "z\n",
       "M 22.3125 74.21875 \n",
       "Q 30.03125 74.21875 34.609375 68.875 \n",
       "Q 39.203125 63.53125 39.203125 54.390625 \n",
       "Q 39.203125 45.171875 34.640625 39.84375 \n",
       "Q 30.078125 34.515625 22.3125 34.515625 \n",
       "Q 14.546875 34.515625 10.03125 39.859375 \n",
       "Q 5.515625 45.21875 5.515625 54.390625 \n",
       "Q 5.515625 63.484375 10.046875 68.84375 \n",
       "Q 14.59375 74.21875 22.3125 74.21875 \n",
       "z\n",
       "\" id=\"DejaVuSans-25\"/>\n",
       "      <path id=\"DejaVuSans-20\"/>\n",
       "      <path d=\"M 37.109375 75.984375 \n",
       "L 37.109375 68.5 \n",
       "L 28.515625 68.5 \n",
       "Q 23.6875 68.5 21.796875 66.546875 \n",
       "Q 19.921875 64.59375 19.921875 59.515625 \n",
       "L 19.921875 54.6875 \n",
       "L 34.71875 54.6875 \n",
       "L 34.71875 47.703125 \n",
       "L 19.921875 47.703125 \n",
       "L 19.921875 0 \n",
       "L 10.890625 0 \n",
       "L 10.890625 47.703125 \n",
       "L 2.296875 47.703125 \n",
       "L 2.296875 54.6875 \n",
       "L 10.890625 54.6875 \n",
       "L 10.890625 58.5 \n",
       "Q 10.890625 67.625 15.140625 71.796875 \n",
       "Q 19.390625 75.984375 28.609375 75.984375 \n",
       "z\n",
       "\" id=\"DejaVuSans-66\"/>\n",
       "     </defs>\n",
       "     <g transform=\"translate(16.318125 174.571125)rotate(-90)scale(0.12 -0.12)\">\n",
       "      <use xlink:href=\"#DejaVuSans-25\"/>\n",
       "      <use x=\"95.019531\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "      <use x=\"126.806641\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "      <use x=\"187.988281\" xlink:href=\"#DejaVuSans-66\"/>\n",
       "      <use x=\"223.193359\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "      <use x=\"254.980469\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "      <use x=\"294.189453\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "      <use x=\"355.371094\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "      <use x=\"394.580078\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "      <use x=\"455.859375\" xlink:href=\"#DejaVuSans-6c\"/>\n",
       "      <use x=\"483.642578\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "      <use x=\"515.429688\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "      <use x=\"570.410156\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "      <use x=\"631.689453\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"text_22\">\n",
       "     <!-- 1e11 -->\n",
       "     <g transform=\"translate(48.579375 21.14175)scale(0.1 -0.1)\">\n",
       "      <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "      <use x=\"63.623047\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "      <use x=\"125.146484\" xlink:href=\"#DejaVuSans-31\"/>\n",
       "      <use x=\"188.769531\" xlink:href=\"#DejaVuSans-31\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"patch_3\">\n",
       "    <path clip-path=\"url(#p34984cbb14)\" d=\"M 57.975375 241.58175 \n",
       "L 67.371375 241.58175 \n",
       "L 67.371375 34.496036 \n",
       "L 57.975375 34.496036 \n",
       "z\n",
       "\" style=\"fill:#008fd5;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_4\">\n",
       "    <path clip-path=\"url(#p34984cbb14)\" d=\"M 95.559375 241.58175 \n",
       "L 104.955375 241.58175 \n",
       "L 104.955375 199.270771 \n",
       "L 95.559375 199.270771 \n",
       "z\n",
       "\" style=\"fill:#008fd5;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_5\">\n",
       "    <path clip-path=\"url(#p34984cbb14)\" d=\"M 133.143375 241.58175 \n",
       "L 142.539375 241.58175 \n",
       "L 142.539375 216.993973 \n",
       "L 133.143375 216.993973 \n",
       "z\n",
       "\" style=\"fill:#008fd5;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_6\">\n",
       "    <path clip-path=\"url(#p34984cbb14)\" d=\"M 170.727375 241.58175 \n",
       "L 180.123375 241.58175 \n",
       "L 180.123375 227.242446 \n",
       "L 170.727375 227.242446 \n",
       "z\n",
       "\" style=\"fill:#008fd5;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_7\">\n",
       "    <path clip-path=\"url(#p34984cbb14)\" d=\"M 208.311375 241.58175 \n",
       "L 217.707375 241.58175 \n",
       "L 217.707375 232.478559 \n",
       "L 208.311375 232.478559 \n",
       "z\n",
       "\" style=\"fill:#008fd5;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_8\">\n",
       "    <path clip-path=\"url(#p34984cbb14)\" d=\"M 245.895375 241.58175 \n",
       "L 255.291375 241.58175 \n",
       "L 255.291375 235.949861 \n",
       "L 245.895375 235.949861 \n",
       "z\n",
       "\" style=\"fill:#008fd5;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_9\">\n",
       "    <path clip-path=\"url(#p34984cbb14)\" d=\"M 283.479375 241.58175 \n",
       "L 292.875375 241.58175 \n",
       "L 292.875375 236.104972 \n",
       "L 283.479375 236.104972 \n",
       "z\n",
       "\" style=\"fill:#008fd5;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_10\">\n",
       "    <path clip-path=\"url(#p34984cbb14)\" d=\"M 321.063375 241.58175 \n",
       "L 330.459375 241.58175 \n",
       "L 330.459375 236.799406 \n",
       "L 321.063375 236.799406 \n",
       "z\n",
       "\" style=\"fill:#008fd5;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_11\">\n",
       "    <path clip-path=\"url(#p34984cbb14)\" d=\"M 358.647375 241.58175 \n",
       "L 368.043375 241.58175 \n",
       "L 368.043375 237.371314 \n",
       "L 358.647375 237.371314 \n",
       "z\n",
       "\" style=\"fill:#008fd5;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_12\">\n",
       "    <path clip-path=\"url(#p34984cbb14)\" d=\"M 396.231375 241.58175 \n",
       "L 405.627375 241.58175 \n",
       "L 405.627375 238.440783 \n",
       "L 396.231375 238.440783 \n",
       "z\n",
       "\" style=\"fill:#008fd5;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_13\">\n",
       "    <path clip-path=\"url(#p34984cbb14)\" d=\"M 67.371375 241.58175 \n",
       "L 76.767375 241.58175 \n",
       "L 76.767375 241.58175 \n",
       "L 67.371375 241.58175 \n",
       "z\n",
       "\" style=\"fill:#fc4f30;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_14\">\n",
       "    <path clip-path=\"url(#p34984cbb14)\" d=\"M 104.955375 241.58175 \n",
       "L 114.351375 241.58175 \n",
       "L 114.351375 241.58175 \n",
       "L 104.955375 241.58175 \n",
       "z\n",
       "\" style=\"fill:#fc4f30;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_15\">\n",
       "    <path clip-path=\"url(#p34984cbb14)\" d=\"M 142.539375 241.58175 \n",
       "L 151.935375 241.58175 \n",
       "L 151.935375 241.58175 \n",
       "L 142.539375 241.58175 \n",
       "z\n",
       "\" style=\"fill:#fc4f30;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_16\">\n",
       "    <path clip-path=\"url(#p34984cbb14)\" d=\"M 180.123375 241.58175 \n",
       "L 189.519375 241.58175 \n",
       "L 189.519375 241.58175 \n",
       "L 180.123375 241.58175 \n",
       "z\n",
       "\" style=\"fill:#fc4f30;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_17\">\n",
       "    <path clip-path=\"url(#p34984cbb14)\" d=\"M 217.707375 241.58175 \n",
       "L 227.103375 241.58175 \n",
       "L 227.103375 241.58175 \n",
       "L 217.707375 241.58175 \n",
       "z\n",
       "\" style=\"fill:#fc4f30;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_18\">\n",
       "    <path clip-path=\"url(#p34984cbb14)\" d=\"M 255.291375 241.58175 \n",
       "L 264.687375 241.58175 \n",
       "L 264.687375 241.58175 \n",
       "L 255.291375 241.58175 \n",
       "z\n",
       "\" style=\"fill:#fc4f30;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_19\">\n",
       "    <path clip-path=\"url(#p34984cbb14)\" d=\"M 292.875375 241.58175 \n",
       "L 302.271375 241.58175 \n",
       "L 302.271375 241.58175 \n",
       "L 292.875375 241.58175 \n",
       "z\n",
       "\" style=\"fill:#fc4f30;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_20\">\n",
       "    <path clip-path=\"url(#p34984cbb14)\" d=\"M 330.459375 241.58175 \n",
       "L 339.855375 241.58175 \n",
       "L 339.855375 241.58175 \n",
       "L 330.459375 241.58175 \n",
       "z\n",
       "\" style=\"fill:#fc4f30;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_21\">\n",
       "    <path clip-path=\"url(#p34984cbb14)\" d=\"M 368.043375 241.58175 \n",
       "L 377.439375 241.58175 \n",
       "L 377.439375 241.58175 \n",
       "L 368.043375 241.58175 \n",
       "z\n",
       "\" style=\"fill:#fc4f30;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_22\">\n",
       "    <path clip-path=\"url(#p34984cbb14)\" d=\"M 405.627375 241.58175 \n",
       "L 415.023375 241.58175 \n",
       "L 415.023375 241.58175 \n",
       "L 405.627375 241.58175 \n",
       "z\n",
       "\" style=\"fill:#fc4f30;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_23\">\n",
       "    <path d=\"M 48.579375 241.58175 \n",
       "L 48.579375 24.14175 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_24\">\n",
       "    <path d=\"M 424.419375 241.58175 \n",
       "L 424.419375 24.14175 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_25\">\n",
       "    <path d=\"M 48.579375 241.58175 \n",
       "L 424.419375 241.58175 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_26\">\n",
       "    <path d=\"M 48.579375 24.14175 \n",
       "L 424.419375 24.14175 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "   <g id=\"text_23\">\n",
       "    <!-- Top 10 market capitalization -->\n",
       "    <defs>\n",
       "     <path d=\"M -0.296875 72.90625 \n",
       "L 61.375 72.90625 \n",
       "L 61.375 64.59375 \n",
       "L 35.5 64.59375 \n",
       "L 35.5 0 \n",
       "L 25.59375 0 \n",
       "L 25.59375 64.59375 \n",
       "L -0.296875 64.59375 \n",
       "z\n",
       "\" id=\"DejaVuSans-54\"/>\n",
       "     <path d=\"M 9.078125 75.984375 \n",
       "L 18.109375 75.984375 \n",
       "L 18.109375 31.109375 \n",
       "L 44.921875 54.6875 \n",
       "L 56.390625 54.6875 \n",
       "L 27.390625 29.109375 \n",
       "L 57.625 0 \n",
       "L 45.90625 0 \n",
       "L 18.109375 26.703125 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-6b\"/>\n",
       "     <path d=\"M 5.515625 54.6875 \n",
       "L 48.1875 54.6875 \n",
       "L 48.1875 46.484375 \n",
       "L 14.40625 7.171875 \n",
       "L 48.1875 7.171875 \n",
       "L 48.1875 0 \n",
       "L 4.296875 0 \n",
       "L 4.296875 8.203125 \n",
       "L 38.09375 47.515625 \n",
       "L 5.515625 47.515625 \n",
       "z\n",
       "\" id=\"DejaVuSans-7a\"/>\n",
       "    </defs>\n",
       "    <g transform=\"translate(133.1535 18.14175)scale(0.144 -0.144)\">\n",
       "     <use xlink:href=\"#DejaVuSans-54\"/>\n",
       "     <use x=\"60.818359\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "     <use x=\"122\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "     <use x=\"185.476562\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "     <use x=\"217.263672\" xlink:href=\"#DejaVuSans-31\"/>\n",
       "     <use x=\"280.886719\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "     <use x=\"344.509766\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "     <use x=\"376.296875\" xlink:href=\"#DejaVuSans-6d\"/>\n",
       "     <use x=\"473.708984\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "     <use x=\"534.988281\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "     <use x=\"576.101562\" xlink:href=\"#DejaVuSans-6b\"/>\n",
       "     <use x=\"633.964844\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "     <use x=\"695.488281\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "     <use x=\"734.697266\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "     <use x=\"766.484375\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "     <use x=\"821.464844\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "     <use x=\"882.744141\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "     <use x=\"946.220703\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "     <use x=\"974.003906\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "     <use x=\"1013.212891\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "     <use x=\"1074.492188\" xlink:href=\"#DejaVuSans-6c\"/>\n",
       "     <use x=\"1102.275391\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "     <use x=\"1130.058594\" xlink:href=\"#DejaVuSans-7a\"/>\n",
       "     <use x=\"1182.548828\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "     <use x=\"1243.828125\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "     <use x=\"1283.037109\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "     <use x=\"1310.820312\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "     <use x=\"1372.001953\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"legend_1\">\n",
       "    <g id=\"patch_27\">\n",
       "     <path d=\"M 299.4975 62.05425 \n",
       "L 417.419375 62.05425 \n",
       "Q 419.419375 62.05425 419.419375 60.05425 \n",
       "L 419.419375 31.14175 \n",
       "Q 419.419375 29.14175 417.419375 29.14175 \n",
       "L 299.4975 29.14175 \n",
       "Q 297.4975 29.14175 297.4975 31.14175 \n",
       "L 297.4975 60.05425 \n",
       "Q 297.4975 62.05425 299.4975 62.05425 \n",
       "z\n",
       "\" style=\"fill:#f0f0f0;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;stroke-width:0.5;\"/>\n",
       "    </g>\n",
       "    <g id=\"patch_28\">\n",
       "     <path d=\"M 301.4975 40.740188 \n",
       "L 321.4975 40.740188 \n",
       "L 321.4975 33.740188 \n",
       "L 301.4975 33.740188 \n",
       "z\n",
       "\" style=\"fill:#008fd5;\"/>\n",
       "    </g>\n",
       "    <g id=\"text_24\">\n",
       "     <!-- market_cap_usd -->\n",
       "     <defs>\n",
       "      <path d=\"M 50.984375 -16.609375 \n",
       "L 50.984375 -23.578125 \n",
       "L -0.984375 -23.578125 \n",
       "L -0.984375 -16.609375 \n",
       "z\n",
       "\" id=\"DejaVuSans-5f\"/>\n",
       "     </defs>\n",
       "     <g transform=\"translate(329.4975 40.740188)scale(0.1 -0.1)\">\n",
       "      <use xlink:href=\"#DejaVuSans-6d\"/>\n",
       "      <use x=\"97.412109\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "      <use x=\"158.691406\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "      <use x=\"199.804688\" xlink:href=\"#DejaVuSans-6b\"/>\n",
       "      <use x=\"257.667969\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "      <use x=\"319.191406\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "      <use x=\"358.400391\" xlink:href=\"#DejaVuSans-5f\"/>\n",
       "      <use x=\"408.400391\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "      <use x=\"463.380859\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "      <use x=\"524.660156\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "      <use x=\"588.136719\" xlink:href=\"#DejaVuSans-5f\"/>\n",
       "      <use x=\"638.136719\" xlink:href=\"#DejaVuSans-75\"/>\n",
       "      <use x=\"701.515625\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "      <use x=\"753.615234\" xlink:href=\"#DejaVuSans-64\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"patch_29\">\n",
       "     <path d=\"M 301.4975 55.696438 \n",
       "L 321.4975 55.696438 \n",
       "L 321.4975 48.696438 \n",
       "L 301.4975 48.696438 \n",
       "z\n",
       "\" style=\"fill:#fc4f30;\"/>\n",
       "    </g>\n",
       "    <g id=\"text_25\">\n",
       "     <!-- market_cap_perc -->\n",
       "     <g transform=\"translate(329.4975 55.696438)scale(0.1 -0.1)\">\n",
       "      <use xlink:href=\"#DejaVuSans-6d\"/>\n",
       "      <use x=\"97.412109\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "      <use x=\"158.691406\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "      <use x=\"199.804688\" xlink:href=\"#DejaVuSans-6b\"/>\n",
       "      <use x=\"257.667969\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "      <use x=\"319.191406\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "      <use x=\"358.400391\" xlink:href=\"#DejaVuSans-5f\"/>\n",
       "      <use x=\"408.400391\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "      <use x=\"463.380859\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "      <use x=\"524.660156\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "      <use x=\"588.136719\" xlink:href=\"#DejaVuSans-5f\"/>\n",
       "      <use x=\"638.136719\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "      <use x=\"701.613281\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "      <use x=\"763.136719\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "      <use x=\"804.21875\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "  </g>\n",
       " </g>\n",
       " <defs>\n",
       "  <clipPath id=\"p34984cbb14\">\n",
       "   <rect height=\"217.44\" width=\"375.84\" x=\"48.579375\" y=\"24.14175\"/>\n",
       "  </clipPath>\n",
       " </defs>\n",
       "</svg>\n"
      ],
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fd6a67b5828>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Declaring these now for later use in the plots\n",
    "TOP_CAP_TITLE = 'Top 10 market capitalization'\n",
    "TOP_CAP_YLABEL = '% of total cap'\n",
    "\n",
    "# Selecting the first 10 rows and setting the index\n",
    "cap10 = cap.head(10).set_index('id')\n",
    "\n",
    "# Calculating market_cap_perc\n",
    "cap10 = cap10.assign(market_cap_perc =\n",
    "    lambda x: (x.market_cap_usd / cap.market_cap_usd.sum()) * 100)\n",
    "\n",
    "# Plotting the barplot with the title defined above \n",
    "ax = cap10.plot.bar(title = 'Top 10 market capitalization')\n",
    "\n",
    "# Annotating the y axis with the label defined above\n",
    "ax.set_ylabel('% of total cap');"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "dc": {
     "key": "32"
    },
    "deletable": false,
    "editable": false,
    "run_control": {
     "frozen": true
    },
    "tags": [
     "context"
    ]
   },
   "source": [
    "## 5. Making the plot easier to read and more informative\n",
    "<p>While the plot above is informative enough, it can be improved. Bitcoin is too big, and the other coins are hard to distinguish because of this. Instead of the percentage, let's use a log<sup>10</sup> scale of the \"raw\" capitalization. Plus, let's use color to group similar coins and make the plot more informative<sup>1</sup>. </p>\n",
    "<p>For the colors rationale: bitcoin-cash and bitcoin-gold are forks of the bitcoin <a href=\"https://en.wikipedia.org/wiki/Blockchain\">blockchain</a><sup>2</sup>. Ethereum and Cardano both offer Turing Complete <a href=\"https://en.wikipedia.org/wiki/Smart_contract\">smart contracts</a>. Iota and Ripple are not minable. Dash, Litecoin, and Monero get their own color.</p>\n",
    "<p><sup>1</sup> <em>This coloring is a simplification. There are more differences and similarities that are not being represented here.</em></p>\n",
    "<p><sup>2</sup> <em>The bitcoin forks are actually <strong>very</strong> different, but it is out of scope to talk about them here. Please see the warning above and do your own research.</em></p>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "dc": {
     "key": "32"
    },
    "tags": [
     "sample_code"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
       "<!-- Created with matplotlib (http://matplotlib.org/) -->\n",
       "<svg height=\"312pt\" version=\"1.1\" viewBox=\"0 0 431 312\" width=\"431pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
       " <defs>\n",
       "  <style type=\"text/css\">\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\n",
       "  </style>\n",
       " </defs>\n",
       " <g id=\"figure_1\">\n",
       "  <g id=\"patch_1\">\n",
       "   <path d=\"M 0 312.842688 \n",
       "L 431.45375 312.842688 \n",
       "L 431.45375 0 \n",
       "L 0 0 \n",
       "z\n",
       "\" style=\"fill:none;\"/>\n",
       "  </g>\n",
       "  <g id=\"axes_1\">\n",
       "   <g id=\"patch_2\">\n",
       "    <path d=\"M 48.41375 241.58175 \n",
       "L 424.25375 241.58175 \n",
       "L 424.25375 24.14175 \n",
       "L 48.41375 24.14175 \n",
       "z\n",
       "\" style=\"fill:#f0f0f0;\"/>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_1\">\n",
       "    <g id=\"xtick_1\">\n",
       "     <g id=\"line2d_1\">\n",
       "      <path clip-path=\"url(#p446079e5cc)\" d=\"M 67.20575 241.58175 \n",
       "L 67.20575 24.14175 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_2\"/>\n",
       "     <g id=\"text_1\">\n",
       "      <!-- bitcoin -->\n",
       "      <defs>\n",
       "       <path d=\"M 48.6875 27.296875 \n",
       "Q 48.6875 37.203125 44.609375 42.84375 \n",
       "Q 40.53125 48.484375 33.40625 48.484375 \n",
       "Q 26.265625 48.484375 22.1875 42.84375 \n",
       "Q 18.109375 37.203125 18.109375 27.296875 \n",
       "Q 18.109375 17.390625 22.1875 11.75 \n",
       "Q 26.265625 6.109375 33.40625 6.109375 \n",
       "Q 40.53125 6.109375 44.609375 11.75 \n",
       "Q 48.6875 17.390625 48.6875 27.296875 \n",
       "z\n",
       "M 18.109375 46.390625 \n",
       "Q 20.953125 51.265625 25.265625 53.625 \n",
       "Q 29.59375 56 35.59375 56 \n",
       "Q 45.5625 56 51.78125 48.09375 \n",
       "Q 58.015625 40.1875 58.015625 27.296875 \n",
       "Q 58.015625 14.40625 51.78125 6.484375 \n",
       "Q 45.5625 -1.421875 35.59375 -1.421875 \n",
       "Q 29.59375 -1.421875 25.265625 0.953125 \n",
       "Q 20.953125 3.328125 18.109375 8.203125 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 75.984375 \n",
       "L 18.109375 75.984375 \n",
       "z\n",
       "\" id=\"DejaVuSans-62\"/>\n",
       "       <path d=\"M 9.421875 54.6875 \n",
       "L 18.40625 54.6875 \n",
       "L 18.40625 0 \n",
       "L 9.421875 0 \n",
       "z\n",
       "M 9.421875 75.984375 \n",
       "L 18.40625 75.984375 \n",
       "L 18.40625 64.59375 \n",
       "L 9.421875 64.59375 \n",
       "z\n",
       "\" id=\"DejaVuSans-69\"/>\n",
       "       <path d=\"M 18.3125 70.21875 \n",
       "L 18.3125 54.6875 \n",
       "L 36.8125 54.6875 \n",
       "L 36.8125 47.703125 \n",
       "L 18.3125 47.703125 \n",
       "L 18.3125 18.015625 \n",
       "Q 18.3125 11.328125 20.140625 9.421875 \n",
       "Q 21.96875 7.515625 27.59375 7.515625 \n",
       "L 36.8125 7.515625 \n",
       "L 36.8125 0 \n",
       "L 27.59375 0 \n",
       "Q 17.1875 0 13.234375 3.875 \n",
       "Q 9.28125 7.765625 9.28125 18.015625 \n",
       "L 9.28125 47.703125 \n",
       "L 2.6875 47.703125 \n",
       "L 2.6875 54.6875 \n",
       "L 9.28125 54.6875 \n",
       "L 9.28125 70.21875 \n",
       "z\n",
       "\" id=\"DejaVuSans-74\"/>\n",
       "       <path d=\"M 48.78125 52.59375 \n",
       "L 48.78125 44.1875 \n",
       "Q 44.96875 46.296875 41.140625 47.34375 \n",
       "Q 37.3125 48.390625 33.40625 48.390625 \n",
       "Q 24.65625 48.390625 19.8125 42.84375 \n",
       "Q 14.984375 37.3125 14.984375 27.296875 \n",
       "Q 14.984375 17.28125 19.8125 11.734375 \n",
       "Q 24.65625 6.203125 33.40625 6.203125 \n",
       "Q 37.3125 6.203125 41.140625 7.25 \n",
       "Q 44.96875 8.296875 48.78125 10.40625 \n",
       "L 48.78125 2.09375 \n",
       "Q 45.015625 0.34375 40.984375 -0.53125 \n",
       "Q 36.96875 -1.421875 32.421875 -1.421875 \n",
       "Q 20.0625 -1.421875 12.78125 6.34375 \n",
       "Q 5.515625 14.109375 5.515625 27.296875 \n",
       "Q 5.515625 40.671875 12.859375 48.328125 \n",
       "Q 20.21875 56 33.015625 56 \n",
       "Q 37.15625 56 41.109375 55.140625 \n",
       "Q 45.0625 54.296875 48.78125 52.59375 \n",
       "z\n",
       "\" id=\"DejaVuSans-63\"/>\n",
       "       <path d=\"M 30.609375 48.390625 \n",
       "Q 23.390625 48.390625 19.1875 42.75 \n",
       "Q 14.984375 37.109375 14.984375 27.296875 \n",
       "Q 14.984375 17.484375 19.15625 11.84375 \n",
       "Q 23.34375 6.203125 30.609375 6.203125 \n",
       "Q 37.796875 6.203125 41.984375 11.859375 \n",
       "Q 46.1875 17.53125 46.1875 27.296875 \n",
       "Q 46.1875 37.015625 41.984375 42.703125 \n",
       "Q 37.796875 48.390625 30.609375 48.390625 \n",
       "z\n",
       "M 30.609375 56 \n",
       "Q 42.328125 56 49.015625 48.375 \n",
       "Q 55.71875 40.765625 55.71875 27.296875 \n",
       "Q 55.71875 13.875 49.015625 6.21875 \n",
       "Q 42.328125 -1.421875 30.609375 -1.421875 \n",
       "Q 18.84375 -1.421875 12.171875 6.21875 \n",
       "Q 5.515625 13.875 5.515625 27.296875 \n",
       "Q 5.515625 40.765625 12.171875 48.375 \n",
       "Q 18.84375 56 30.609375 56 \n",
       "z\n",
       "\" id=\"DejaVuSans-6f\"/>\n",
       "       <path d=\"M 54.890625 33.015625 \n",
       "L 54.890625 0 \n",
       "L 45.90625 0 \n",
       "L 45.90625 32.71875 \n",
       "Q 45.90625 40.484375 42.875 44.328125 \n",
       "Q 39.84375 48.1875 33.796875 48.1875 \n",
       "Q 26.515625 48.1875 22.3125 43.546875 \n",
       "Q 18.109375 38.921875 18.109375 30.90625 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 54.6875 \n",
       "L 18.109375 54.6875 \n",
       "L 18.109375 46.1875 \n",
       "Q 21.34375 51.125 25.703125 53.5625 \n",
       "Q 30.078125 56 35.796875 56 \n",
       "Q 45.21875 56 50.046875 50.171875 \n",
       "Q 54.890625 44.34375 54.890625 33.015625 \n",
       "z\n",
       "\" id=\"DejaVuSans-6e\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(69.965125 278.861438)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-62\"/>\n",
       "       <use x=\"63.476562\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"91.259766\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"130.46875\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"185.449219\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"246.630859\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"274.414062\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_2\">\n",
       "     <g id=\"line2d_3\">\n",
       "      <path clip-path=\"url(#p446079e5cc)\" d=\"M 104.78975 241.58175 \n",
       "L 104.78975 24.14175 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_4\"/>\n",
       "     <g id=\"text_2\">\n",
       "      <!-- ethereum -->\n",
       "      <defs>\n",
       "       <path d=\"M 56.203125 29.59375 \n",
       "L 56.203125 25.203125 \n",
       "L 14.890625 25.203125 \n",
       "Q 15.484375 15.921875 20.484375 11.0625 \n",
       "Q 25.484375 6.203125 34.421875 6.203125 \n",
       "Q 39.59375 6.203125 44.453125 7.46875 \n",
       "Q 49.3125 8.734375 54.109375 11.28125 \n",
       "L 54.109375 2.78125 \n",
       "Q 49.265625 0.734375 44.1875 -0.34375 \n",
       "Q 39.109375 -1.421875 33.890625 -1.421875 \n",
       "Q 20.796875 -1.421875 13.15625 6.1875 \n",
       "Q 5.515625 13.8125 5.515625 26.8125 \n",
       "Q 5.515625 40.234375 12.765625 48.109375 \n",
       "Q 20.015625 56 32.328125 56 \n",
       "Q 43.359375 56 49.78125 48.890625 \n",
       "Q 56.203125 41.796875 56.203125 29.59375 \n",
       "z\n",
       "M 47.21875 32.234375 \n",
       "Q 47.125 39.59375 43.09375 43.984375 \n",
       "Q 39.0625 48.390625 32.421875 48.390625 \n",
       "Q 24.90625 48.390625 20.390625 44.140625 \n",
       "Q 15.875 39.890625 15.1875 32.171875 \n",
       "z\n",
       "\" id=\"DejaVuSans-65\"/>\n",
       "       <path d=\"M 54.890625 33.015625 \n",
       "L 54.890625 0 \n",
       "L 45.90625 0 \n",
       "L 45.90625 32.71875 \n",
       "Q 45.90625 40.484375 42.875 44.328125 \n",
       "Q 39.84375 48.1875 33.796875 48.1875 \n",
       "Q 26.515625 48.1875 22.3125 43.546875 \n",
       "Q 18.109375 38.921875 18.109375 30.90625 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 75.984375 \n",
       "L 18.109375 75.984375 \n",
       "L 18.109375 46.1875 \n",
       "Q 21.34375 51.125 25.703125 53.5625 \n",
       "Q 30.078125 56 35.796875 56 \n",
       "Q 45.21875 56 50.046875 50.171875 \n",
       "Q 54.890625 44.34375 54.890625 33.015625 \n",
       "z\n",
       "\" id=\"DejaVuSans-68\"/>\n",
       "       <path d=\"M 41.109375 46.296875 \n",
       "Q 39.59375 47.171875 37.8125 47.578125 \n",
       "Q 36.03125 48 33.890625 48 \n",
       "Q 26.265625 48 22.1875 43.046875 \n",
       "Q 18.109375 38.09375 18.109375 28.8125 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 54.6875 \n",
       "L 18.109375 54.6875 \n",
       "L 18.109375 46.1875 \n",
       "Q 20.953125 51.171875 25.484375 53.578125 \n",
       "Q 30.03125 56 36.53125 56 \n",
       "Q 37.453125 56 38.578125 55.875 \n",
       "Q 39.703125 55.765625 41.0625 55.515625 \n",
       "z\n",
       "\" id=\"DejaVuSans-72\"/>\n",
       "       <path d=\"M 8.5 21.578125 \n",
       "L 8.5 54.6875 \n",
       "L 17.484375 54.6875 \n",
       "L 17.484375 21.921875 \n",
       "Q 17.484375 14.15625 20.5 10.265625 \n",
       "Q 23.53125 6.390625 29.59375 6.390625 \n",
       "Q 36.859375 6.390625 41.078125 11.03125 \n",
       "Q 45.3125 15.671875 45.3125 23.6875 \n",
       "L 45.3125 54.6875 \n",
       "L 54.296875 54.6875 \n",
       "L 54.296875 0 \n",
       "L 45.3125 0 \n",
       "L 45.3125 8.40625 \n",
       "Q 42.046875 3.421875 37.71875 1 \n",
       "Q 33.40625 -1.421875 27.6875 -1.421875 \n",
       "Q 18.265625 -1.421875 13.375 4.4375 \n",
       "Q 8.5 10.296875 8.5 21.578125 \n",
       "z\n",
       "M 31.109375 56 \n",
       "z\n",
       "\" id=\"DejaVuSans-75\"/>\n",
       "       <path d=\"M 52 44.1875 \n",
       "Q 55.375 50.25 60.0625 53.125 \n",
       "Q 64.75 56 71.09375 56 \n",
       "Q 79.640625 56 84.28125 50.015625 \n",
       "Q 88.921875 44.046875 88.921875 33.015625 \n",
       "L 88.921875 0 \n",
       "L 79.890625 0 \n",
       "L 79.890625 32.71875 \n",
       "Q 79.890625 40.578125 77.09375 44.375 \n",
       "Q 74.3125 48.1875 68.609375 48.1875 \n",
       "Q 61.625 48.1875 57.5625 43.546875 \n",
       "Q 53.515625 38.921875 53.515625 30.90625 \n",
       "L 53.515625 0 \n",
       "L 44.484375 0 \n",
       "L 44.484375 32.71875 \n",
       "Q 44.484375 40.625 41.703125 44.40625 \n",
       "Q 38.921875 48.1875 33.109375 48.1875 \n",
       "Q 26.21875 48.1875 22.15625 43.53125 \n",
       "Q 18.109375 38.875 18.109375 30.90625 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 54.6875 \n",
       "L 18.109375 54.6875 \n",
       "L 18.109375 46.1875 \n",
       "Q 21.1875 51.21875 25.484375 53.609375 \n",
       "Q 29.78125 56 35.6875 56 \n",
       "Q 41.65625 56 45.828125 52.96875 \n",
       "Q 50 49.953125 52 44.1875 \n",
       "z\n",
       "\" id=\"DejaVuSans-6d\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(107.549125 293.984875)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"61.523438\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"100.732422\" xlink:href=\"#DejaVuSans-68\"/>\n",
       "       <use x=\"164.111328\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"225.634766\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"266.716797\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"328.240234\" xlink:href=\"#DejaVuSans-75\"/>\n",
       "       <use x=\"391.619141\" xlink:href=\"#DejaVuSans-6d\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_3\">\n",
       "     <g id=\"line2d_5\">\n",
       "      <path clip-path=\"url(#p446079e5cc)\" d=\"M 142.37375 241.58175 \n",
       "L 142.37375 24.14175 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_6\"/>\n",
       "     <g id=\"text_3\">\n",
       "      <!-- bitcoin-cash -->\n",
       "      <defs>\n",
       "       <path d=\"M 4.890625 31.390625 \n",
       "L 31.203125 31.390625 \n",
       "L 31.203125 23.390625 \n",
       "L 4.890625 23.390625 \n",
       "z\n",
       "\" id=\"DejaVuSans-2d\"/>\n",
       "       <path d=\"M 34.28125 27.484375 \n",
       "Q 23.390625 27.484375 19.1875 25 \n",
       "Q 14.984375 22.515625 14.984375 16.5 \n",
       "Q 14.984375 11.71875 18.140625 8.90625 \n",
       "Q 21.296875 6.109375 26.703125 6.109375 \n",
       "Q 34.1875 6.109375 38.703125 11.40625 \n",
       "Q 43.21875 16.703125 43.21875 25.484375 \n",
       "L 43.21875 27.484375 \n",
       "z\n",
       "M 52.203125 31.203125 \n",
       "L 52.203125 0 \n",
       "L 43.21875 0 \n",
       "L 43.21875 8.296875 \n",
       "Q 40.140625 3.328125 35.546875 0.953125 \n",
       "Q 30.953125 -1.421875 24.3125 -1.421875 \n",
       "Q 15.921875 -1.421875 10.953125 3.296875 \n",
       "Q 6 8.015625 6 15.921875 \n",
       "Q 6 25.140625 12.171875 29.828125 \n",
       "Q 18.359375 34.515625 30.609375 34.515625 \n",
       "L 43.21875 34.515625 \n",
       "L 43.21875 35.40625 \n",
       "Q 43.21875 41.609375 39.140625 45 \n",
       "Q 35.0625 48.390625 27.6875 48.390625 \n",
       "Q 23 48.390625 18.546875 47.265625 \n",
       "Q 14.109375 46.140625 10.015625 43.890625 \n",
       "L 10.015625 52.203125 \n",
       "Q 14.9375 54.109375 19.578125 55.046875 \n",
       "Q 24.21875 56 28.609375 56 \n",
       "Q 40.484375 56 46.34375 49.84375 \n",
       "Q 52.203125 43.703125 52.203125 31.203125 \n",
       "z\n",
       "\" id=\"DejaVuSans-61\"/>\n",
       "       <path d=\"M 44.28125 53.078125 \n",
       "L 44.28125 44.578125 \n",
       "Q 40.484375 46.53125 36.375 47.5 \n",
       "Q 32.28125 48.484375 27.875 48.484375 \n",
       "Q 21.1875 48.484375 17.84375 46.4375 \n",
       "Q 14.5 44.390625 14.5 40.28125 \n",
       "Q 14.5 37.15625 16.890625 35.375 \n",
       "Q 19.28125 33.59375 26.515625 31.984375 \n",
       "L 29.59375 31.296875 \n",
       "Q 39.15625 29.25 43.1875 25.515625 \n",
       "Q 47.21875 21.78125 47.21875 15.09375 \n",
       "Q 47.21875 7.46875 41.1875 3.015625 \n",
       "Q 35.15625 -1.421875 24.609375 -1.421875 \n",
       "Q 20.21875 -1.421875 15.453125 -0.5625 \n",
       "Q 10.6875 0.296875 5.421875 2 \n",
       "L 5.421875 11.28125 \n",
       "Q 10.40625 8.6875 15.234375 7.390625 \n",
       "Q 20.0625 6.109375 24.8125 6.109375 \n",
       "Q 31.15625 6.109375 34.5625 8.28125 \n",
       "Q 37.984375 10.453125 37.984375 14.40625 \n",
       "Q 37.984375 18.0625 35.515625 20.015625 \n",
       "Q 33.0625 21.96875 24.703125 23.78125 \n",
       "L 21.578125 24.515625 \n",
       "Q 13.234375 26.265625 9.515625 29.90625 \n",
       "Q 5.8125 33.546875 5.8125 39.890625 \n",
       "Q 5.8125 47.609375 11.28125 51.796875 \n",
       "Q 16.75 56 26.8125 56 \n",
       "Q 31.78125 56 36.171875 55.265625 \n",
       "Q 40.578125 54.546875 44.28125 53.078125 \n",
       "z\n",
       "\" id=\"DejaVuSans-73\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(145.133125 305.642688)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-62\"/>\n",
       "       <use x=\"63.476562\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"91.259766\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"130.46875\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"185.449219\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"246.630859\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"274.414062\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "       <use x=\"337.792969\" xlink:href=\"#DejaVuSans-2d\"/>\n",
       "       <use x=\"373.876953\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"428.857422\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"490.136719\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "       <use x=\"542.236328\" xlink:href=\"#DejaVuSans-68\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_4\">\n",
       "     <g id=\"line2d_7\">\n",
       "      <path clip-path=\"url(#p446079e5cc)\" d=\"M 179.95775 241.58175 \n",
       "L 179.95775 24.14175 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_8\"/>\n",
       "     <g id=\"text_4\">\n",
       "      <!-- iota -->\n",
       "      <g transform=\"translate(182.717125 264.027062)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"27.783203\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"88.964844\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"128.173828\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_5\">\n",
       "     <g id=\"line2d_9\">\n",
       "      <path clip-path=\"url(#p446079e5cc)\" d=\"M 217.54175 241.58175 \n",
       "L 217.54175 24.14175 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_10\"/>\n",
       "     <g id=\"text_5\">\n",
       "      <!-- ripple -->\n",
       "      <defs>\n",
       "       <path d=\"M 18.109375 8.203125 \n",
       "L 18.109375 -20.796875 \n",
       "L 9.078125 -20.796875 \n",
       "L 9.078125 54.6875 \n",
       "L 18.109375 54.6875 \n",
       "L 18.109375 46.390625 \n",
       "Q 20.953125 51.265625 25.265625 53.625 \n",
       "Q 29.59375 56 35.59375 56 \n",
       "Q 45.5625 56 51.78125 48.09375 \n",
       "Q 58.015625 40.1875 58.015625 27.296875 \n",
       "Q 58.015625 14.40625 51.78125 6.484375 \n",
       "Q 45.5625 -1.421875 35.59375 -1.421875 \n",
       "Q 29.59375 -1.421875 25.265625 0.953125 \n",
       "Q 20.953125 3.328125 18.109375 8.203125 \n",
       "z\n",
       "M 48.6875 27.296875 \n",
       "Q 48.6875 37.203125 44.609375 42.84375 \n",
       "Q 40.53125 48.484375 33.40625 48.484375 \n",
       "Q 26.265625 48.484375 22.1875 42.84375 \n",
       "Q 18.109375 37.203125 18.109375 27.296875 \n",
       "Q 18.109375 17.390625 22.1875 11.75 \n",
       "Q 26.265625 6.109375 33.40625 6.109375 \n",
       "Q 40.53125 6.109375 44.609375 11.75 \n",
       "Q 48.6875 17.390625 48.6875 27.296875 \n",
       "z\n",
       "\" id=\"DejaVuSans-70\"/>\n",
       "       <path d=\"M 9.421875 75.984375 \n",
       "L 18.40625 75.984375 \n",
       "L 18.40625 0 \n",
       "L 9.421875 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-6c\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(220.301125 273.598938)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"41.113281\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"68.896484\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "       <use x=\"132.373047\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "       <use x=\"195.849609\" xlink:href=\"#DejaVuSans-6c\"/>\n",
       "       <use x=\"223.632812\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_6\">\n",
       "     <g id=\"line2d_11\">\n",
       "      <path clip-path=\"url(#p446079e5cc)\" d=\"M 255.12575 241.58175 \n",
       "L 255.12575 24.14175 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_12\"/>\n",
       "     <g id=\"text_6\">\n",
       "      <!-- dash -->\n",
       "      <defs>\n",
       "       <path d=\"M 45.40625 46.390625 \n",
       "L 45.40625 75.984375 \n",
       "L 54.390625 75.984375 \n",
       "L 54.390625 0 \n",
       "L 45.40625 0 \n",
       "L 45.40625 8.203125 \n",
       "Q 42.578125 3.328125 38.25 0.953125 \n",
       "Q 33.9375 -1.421875 27.875 -1.421875 \n",
       "Q 17.96875 -1.421875 11.734375 6.484375 \n",
       "Q 5.515625 14.40625 5.515625 27.296875 \n",
       "Q 5.515625 40.1875 11.734375 48.09375 \n",
       "Q 17.96875 56 27.875 56 \n",
       "Q 33.9375 56 38.25 53.625 \n",
       "Q 42.578125 51.265625 45.40625 46.390625 \n",
       "z\n",
       "M 14.796875 27.296875 \n",
       "Q 14.796875 17.390625 18.875 11.75 \n",
       "Q 22.953125 6.109375 30.078125 6.109375 \n",
       "Q 37.203125 6.109375 41.296875 11.75 \n",
       "Q 45.40625 17.390625 45.40625 27.296875 \n",
       "Q 45.40625 37.203125 41.296875 42.84375 \n",
       "Q 37.203125 48.484375 30.078125 48.484375 \n",
       "Q 22.953125 48.484375 18.875 42.84375 \n",
       "Q 14.796875 37.203125 14.796875 27.296875 \n",
       "z\n",
       "\" id=\"DejaVuSans-64\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(257.885125 269.105187)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-64\"/>\n",
       "       <use x=\"63.476562\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"124.755859\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "       <use x=\"176.855469\" xlink:href=\"#DejaVuSans-68\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_7\">\n",
       "     <g id=\"line2d_13\">\n",
       "      <path clip-path=\"url(#p446079e5cc)\" d=\"M 292.70975 241.58175 \n",
       "L 292.70975 24.14175 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_14\"/>\n",
       "     <g id=\"text_7\">\n",
       "      <!-- litecoin -->\n",
       "      <g transform=\"translate(295.469125 281.44425)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-6c\"/>\n",
       "       <use x=\"27.783203\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"55.566406\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"94.775391\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"156.298828\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"211.279297\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"272.460938\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"300.244141\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_8\">\n",
       "     <g id=\"line2d_15\">\n",
       "      <path clip-path=\"url(#p446079e5cc)\" d=\"M 330.29375 241.58175 \n",
       "L 330.29375 24.14175 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_16\"/>\n",
       "     <g id=\"text_8\">\n",
       "      <!-- bitcoin-gold -->\n",
       "      <defs>\n",
       "       <path d=\"M 45.40625 27.984375 \n",
       "Q 45.40625 37.75 41.375 43.109375 \n",
       "Q 37.359375 48.484375 30.078125 48.484375 \n",
       "Q 22.859375 48.484375 18.828125 43.109375 \n",
       "Q 14.796875 37.75 14.796875 27.984375 \n",
       "Q 14.796875 18.265625 18.828125 12.890625 \n",
       "Q 22.859375 7.515625 30.078125 7.515625 \n",
       "Q 37.359375 7.515625 41.375 12.890625 \n",
       "Q 45.40625 18.265625 45.40625 27.984375 \n",
       "z\n",
       "M 54.390625 6.78125 \n",
       "Q 54.390625 -7.171875 48.1875 -13.984375 \n",
       "Q 42 -20.796875 29.203125 -20.796875 \n",
       "Q 24.46875 -20.796875 20.265625 -20.09375 \n",
       "Q 16.0625 -19.390625 12.109375 -17.921875 \n",
       "L 12.109375 -9.1875 \n",
       "Q 16.0625 -11.328125 19.921875 -12.34375 \n",
       "Q 23.78125 -13.375 27.78125 -13.375 \n",
       "Q 36.625 -13.375 41.015625 -8.765625 \n",
       "Q 45.40625 -4.15625 45.40625 5.171875 \n",
       "L 45.40625 9.625 \n",
       "Q 42.625 4.78125 38.28125 2.390625 \n",
       "Q 33.9375 0 27.875 0 \n",
       "Q 17.828125 0 11.671875 7.65625 \n",
       "Q 5.515625 15.328125 5.515625 27.984375 \n",
       "Q 5.515625 40.671875 11.671875 48.328125 \n",
       "Q 17.828125 56 27.875 56 \n",
       "Q 33.9375 56 38.28125 53.609375 \n",
       "Q 42.625 51.21875 45.40625 46.390625 \n",
       "L 45.40625 54.6875 \n",
       "L 54.390625 54.6875 \n",
       "z\n",
       "\" id=\"DejaVuSans-67\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(333.053125 304.063)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-62\"/>\n",
       "       <use x=\"63.476562\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"91.259766\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"130.46875\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"185.449219\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"246.630859\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"274.414062\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "       <use x=\"337.792969\" xlink:href=\"#DejaVuSans-2d\"/>\n",
       "       <use x=\"373.876953\" xlink:href=\"#DejaVuSans-67\"/>\n",
       "       <use x=\"437.353516\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"498.535156\" xlink:href=\"#DejaVuSans-6c\"/>\n",
       "       <use x=\"526.318359\" xlink:href=\"#DejaVuSans-64\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_9\">\n",
       "     <g id=\"line2d_17\">\n",
       "      <path clip-path=\"url(#p446079e5cc)\" d=\"M 367.87775 241.58175 \n",
       "L 367.87775 24.14175 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_18\"/>\n",
       "     <g id=\"text_9\">\n",
       "      <!-- monero -->\n",
       "      <g transform=\"translate(370.637125 283.658313)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-6d\"/>\n",
       "       <use x=\"97.412109\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"158.59375\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "       <use x=\"221.972656\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"283.496094\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"324.578125\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_10\">\n",
       "     <g id=\"line2d_19\">\n",
       "      <path clip-path=\"url(#p446079e5cc)\" d=\"M 405.46175 241.58175 \n",
       "L 405.46175 24.14175 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_20\"/>\n",
       "     <g id=\"text_10\">\n",
       "      <!-- cardano -->\n",
       "      <g transform=\"translate(408.221125 285.7505)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"54.980469\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"116.259766\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"157.357422\" xlink:href=\"#DejaVuSans-64\"/>\n",
       "       <use x=\"220.833984\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"282.113281\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "       <use x=\"345.492188\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_2\">\n",
       "    <g id=\"ytick_1\">\n",
       "     <g id=\"line2d_21\">\n",
       "      <path clip-path=\"url(#p446079e5cc)\" d=\"M 48.41375 213.239124 \n",
       "L 424.25375 213.239124 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_22\"/>\n",
       "     <g id=\"text_11\">\n",
       "      <!-- $\\mathdefault{10^{1}}$ -->\n",
       "      <defs>\n",
       "       <path d=\"M 12.40625 8.296875 \n",
       "L 28.515625 8.296875 \n",
       "L 28.515625 63.921875 \n",
       "L 10.984375 60.40625 \n",
       "L 10.984375 69.390625 \n",
       "L 28.421875 72.90625 \n",
       "L 38.28125 72.90625 \n",
       "L 38.28125 8.296875 \n",
       "L 54.390625 8.296875 \n",
       "L 54.390625 0 \n",
       "L 12.40625 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-31\"/>\n",
       "       <path d=\"M 31.78125 66.40625 \n",
       "Q 24.171875 66.40625 20.328125 58.90625 \n",
       "Q 16.5 51.421875 16.5 36.375 \n",
       "Q 16.5 21.390625 20.328125 13.890625 \n",
       "Q 24.171875 6.390625 31.78125 6.390625 \n",
       "Q 39.453125 6.390625 43.28125 13.890625 \n",
       "Q 47.125 21.390625 47.125 36.375 \n",
       "Q 47.125 51.421875 43.28125 58.90625 \n",
       "Q 39.453125 66.40625 31.78125 66.40625 \n",
       "z\n",
       "M 31.78125 74.21875 \n",
       "Q 44.046875 74.21875 50.515625 64.515625 \n",
       "Q 56.984375 54.828125 56.984375 36.375 \n",
       "Q 56.984375 17.96875 50.515625 8.265625 \n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \n",
       "Q 6.59375 17.96875 6.59375 36.375 \n",
       "Q 6.59375 54.828125 13.0625 64.515625 \n",
       "Q 19.53125 74.21875 31.78125 74.21875 \n",
       "z\n",
       "\" id=\"DejaVuSans-30\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(27.31375 217.038343)scale(0.1 -0.1)\">\n",
       "       <use transform=\"translate(0 0.684375)\" xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use transform=\"translate(63.623047 0.684375)\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use transform=\"translate(128.203125 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-31\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_2\">\n",
       "     <g id=\"line2d_23\">\n",
       "      <path clip-path=\"url(#p446079e5cc)\" d=\"M 48.41375 178.536296 \n",
       "L 424.25375 178.536296 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_24\"/>\n",
       "     <g id=\"text_12\">\n",
       "      <!-- $\\mathdefault{10^{3}}$ -->\n",
       "      <defs>\n",
       "       <path d=\"M 40.578125 39.3125 \n",
       "Q 47.65625 37.796875 51.625 33 \n",
       "Q 55.609375 28.21875 55.609375 21.1875 \n",
       "Q 55.609375 10.40625 48.1875 4.484375 \n",
       "Q 40.765625 -1.421875 27.09375 -1.421875 \n",
       "Q 22.515625 -1.421875 17.65625 -0.515625 \n",
       "Q 12.796875 0.390625 7.625 2.203125 \n",
       "L 7.625 11.71875 \n",
       "Q 11.71875 9.328125 16.59375 8.109375 \n",
       "Q 21.484375 6.890625 26.8125 6.890625 \n",
       "Q 36.078125 6.890625 40.9375 10.546875 \n",
       "Q 45.796875 14.203125 45.796875 21.1875 \n",
       "Q 45.796875 27.640625 41.28125 31.265625 \n",
       "Q 36.765625 34.90625 28.71875 34.90625 \n",
       "L 20.21875 34.90625 \n",
       "L 20.21875 43.015625 \n",
       "L 29.109375 43.015625 \n",
       "Q 36.375 43.015625 40.234375 45.921875 \n",
       "Q 44.09375 48.828125 44.09375 54.296875 \n",
       "Q 44.09375 59.90625 40.109375 62.90625 \n",
       "Q 36.140625 65.921875 28.71875 65.921875 \n",
       "Q 24.65625 65.921875 20.015625 65.03125 \n",
       "Q 15.375 64.15625 9.8125 62.3125 \n",
       "L 9.8125 71.09375 \n",
       "Q 15.4375 72.65625 20.34375 73.4375 \n",
       "Q 25.25 74.21875 29.59375 74.21875 \n",
       "Q 40.828125 74.21875 47.359375 69.109375 \n",
       "Q 53.90625 64.015625 53.90625 55.328125 \n",
       "Q 53.90625 49.265625 50.4375 45.09375 \n",
       "Q 46.96875 40.921875 40.578125 39.3125 \n",
       "z\n",
       "\" id=\"DejaVuSans-33\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(27.31375 182.335514)scale(0.1 -0.1)\">\n",
       "       <use transform=\"translate(0 0.765625)\" xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use transform=\"translate(63.623047 0.765625)\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use transform=\"translate(128.203125 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-33\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_3\">\n",
       "     <g id=\"line2d_25\">\n",
       "      <path clip-path=\"url(#p446079e5cc)\" d=\"M 48.41375 143.833467 \n",
       "L 424.25375 143.833467 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_26\"/>\n",
       "     <g id=\"text_13\">\n",
       "      <!-- $\\mathdefault{10^{5}}$ -->\n",
       "      <defs>\n",
       "       <path d=\"M 10.796875 72.90625 \n",
       "L 49.515625 72.90625 \n",
       "L 49.515625 64.59375 \n",
       "L 19.828125 64.59375 \n",
       "L 19.828125 46.734375 \n",
       "Q 21.96875 47.46875 24.109375 47.828125 \n",
       "Q 26.265625 48.1875 28.421875 48.1875 \n",
       "Q 40.625 48.1875 47.75 41.5 \n",
       "Q 54.890625 34.8125 54.890625 23.390625 \n",
       "Q 54.890625 11.625 47.5625 5.09375 \n",
       "Q 40.234375 -1.421875 26.90625 -1.421875 \n",
       "Q 22.3125 -1.421875 17.546875 -0.640625 \n",
       "Q 12.796875 0.140625 7.71875 1.703125 \n",
       "L 7.71875 11.625 \n",
       "Q 12.109375 9.234375 16.796875 8.0625 \n",
       "Q 21.484375 6.890625 26.703125 6.890625 \n",
       "Q 35.15625 6.890625 40.078125 11.328125 \n",
       "Q 45.015625 15.765625 45.015625 23.390625 \n",
       "Q 45.015625 31 40.078125 35.4375 \n",
       "Q 35.15625 39.890625 26.703125 39.890625 \n",
       "Q 22.75 39.890625 18.8125 39.015625 \n",
       "Q 14.890625 38.140625 10.796875 36.28125 \n",
       "z\n",
       "\" id=\"DejaVuSans-35\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(27.31375 147.632686)scale(0.1 -0.1)\">\n",
       "       <use transform=\"translate(0 0.684375)\" xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use transform=\"translate(63.623047 0.684375)\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use transform=\"translate(128.203125 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-35\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_4\">\n",
       "     <g id=\"line2d_27\">\n",
       "      <path clip-path=\"url(#p446079e5cc)\" d=\"M 48.41375 109.130639 \n",
       "L 424.25375 109.130639 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_28\"/>\n",
       "     <g id=\"text_14\">\n",
       "      <!-- $\\mathdefault{10^{7}}$ -->\n",
       "      <defs>\n",
       "       <path d=\"M 8.203125 72.90625 \n",
       "L 55.078125 72.90625 \n",
       "L 55.078125 68.703125 \n",
       "L 28.609375 0 \n",
       "L 18.3125 0 \n",
       "L 43.21875 64.59375 \n",
       "L 8.203125 64.59375 \n",
       "z\n",
       "\" id=\"DejaVuSans-37\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(27.31375 112.929858)scale(0.1 -0.1)\">\n",
       "       <use transform=\"translate(0 0.684375)\" xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use transform=\"translate(63.623047 0.684375)\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use transform=\"translate(128.203125 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-37\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_5\">\n",
       "     <g id=\"line2d_29\">\n",
       "      <path clip-path=\"url(#p446079e5cc)\" d=\"M 48.41375 74.427811 \n",
       "L 424.25375 74.427811 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_30\"/>\n",
       "     <g id=\"text_15\">\n",
       "      <!-- $\\mathdefault{10^{9}}$ -->\n",
       "      <defs>\n",
       "       <path d=\"M 10.984375 1.515625 \n",
       "L 10.984375 10.5 \n",
       "Q 14.703125 8.734375 18.5 7.8125 \n",
       "Q 22.3125 6.890625 25.984375 6.890625 \n",
       "Q 35.75 6.890625 40.890625 13.453125 \n",
       "Q 46.046875 20.015625 46.78125 33.40625 \n",
       "Q 43.953125 29.203125 39.59375 26.953125 \n",
       "Q 35.25 24.703125 29.984375 24.703125 \n",
       "Q 19.046875 24.703125 12.671875 31.3125 \n",
       "Q 6.296875 37.9375 6.296875 49.421875 \n",
       "Q 6.296875 60.640625 12.9375 67.421875 \n",
       "Q 19.578125 74.21875 30.609375 74.21875 \n",
       "Q 43.265625 74.21875 49.921875 64.515625 \n",
       "Q 56.59375 54.828125 56.59375 36.375 \n",
       "Q 56.59375 19.140625 48.40625 8.859375 \n",
       "Q 40.234375 -1.421875 26.421875 -1.421875 \n",
       "Q 22.703125 -1.421875 18.890625 -0.6875 \n",
       "Q 15.09375 0.046875 10.984375 1.515625 \n",
       "z\n",
       "M 30.609375 32.421875 \n",
       "Q 37.25 32.421875 41.125 36.953125 \n",
       "Q 45.015625 41.5 45.015625 49.421875 \n",
       "Q 45.015625 57.28125 41.125 61.84375 \n",
       "Q 37.25 66.40625 30.609375 66.40625 \n",
       "Q 23.96875 66.40625 20.09375 61.84375 \n",
       "Q 16.21875 57.28125 16.21875 49.421875 \n",
       "Q 16.21875 41.5 20.09375 36.953125 \n",
       "Q 23.96875 32.421875 30.609375 32.421875 \n",
       "z\n",
       "\" id=\"DejaVuSans-39\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(27.31375 78.22703)scale(0.1 -0.1)\">\n",
       "       <use transform=\"translate(0 0.765625)\" xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use transform=\"translate(63.623047 0.765625)\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use transform=\"translate(128.203125 39.046875)scale(0.7)\" xlink:href=\"#DejaVuSans-39\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_6\">\n",
       "     <g id=\"line2d_31\">\n",
       "      <path clip-path=\"url(#p446079e5cc)\" d=\"M 48.41375 39.724982 \n",
       "L 424.25375 39.724982 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_32\"/>\n",
       "     <g id=\"text_16\">\n",
       "      <!-- $\\mathdefault{10^{11}}$ -->\n",
       "      <g transform=\"translate(22.81375 43.524201)scale(0.1 -0.1)\">\n",
       "       <use transform=\"translate(0 0.684375)\" xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use transform=\"translate(63.623047 0.684375)\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use transform=\"translate(128.203125 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use transform=\"translate(172.739258 38.965625)scale(0.7)\" xlink:href=\"#DejaVuSans-31\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"text_17\">\n",
       "     <!-- USD -->\n",
       "     <defs>\n",
       "      <path d=\"M 8.6875 72.90625 \n",
       "L 18.609375 72.90625 \n",
       "L 18.609375 28.609375 \n",
       "Q 18.609375 16.890625 22.84375 11.734375 \n",
       "Q 27.09375 6.59375 36.625 6.59375 \n",
       "Q 46.09375 6.59375 50.34375 11.734375 \n",
       "Q 54.59375 16.890625 54.59375 28.609375 \n",
       "L 54.59375 72.90625 \n",
       "L 64.5 72.90625 \n",
       "L 64.5 27.390625 \n",
       "Q 64.5 13.140625 57.4375 5.859375 \n",
       "Q 50.390625 -1.421875 36.625 -1.421875 \n",
       "Q 22.796875 -1.421875 15.734375 5.859375 \n",
       "Q 8.6875 13.140625 8.6875 27.390625 \n",
       "z\n",
       "\" id=\"DejaVuSans-55\"/>\n",
       "      <path d=\"M 53.515625 70.515625 \n",
       "L 53.515625 60.890625 \n",
       "Q 47.90625 63.578125 42.921875 64.890625 \n",
       "Q 37.9375 66.21875 33.296875 66.21875 \n",
       "Q 25.25 66.21875 20.875 63.09375 \n",
       "Q 16.5 59.96875 16.5 54.203125 \n",
       "Q 16.5 49.359375 19.40625 46.890625 \n",
       "Q 22.3125 44.4375 30.421875 42.921875 \n",
       "L 36.375 41.703125 \n",
       "Q 47.40625 39.59375 52.65625 34.296875 \n",
       "Q 57.90625 29 57.90625 20.125 \n",
       "Q 57.90625 9.515625 50.796875 4.046875 \n",
       "Q 43.703125 -1.421875 29.984375 -1.421875 \n",
       "Q 24.8125 -1.421875 18.96875 -0.25 \n",
       "Q 13.140625 0.921875 6.890625 3.21875 \n",
       "L 6.890625 13.375 \n",
       "Q 12.890625 10.015625 18.65625 8.296875 \n",
       "Q 24.421875 6.59375 29.984375 6.59375 \n",
       "Q 38.421875 6.59375 43.015625 9.90625 \n",
       "Q 47.609375 13.234375 47.609375 19.390625 \n",
       "Q 47.609375 24.75 44.3125 27.78125 \n",
       "Q 41.015625 30.8125 33.5 32.328125 \n",
       "L 27.484375 33.5 \n",
       "Q 16.453125 35.6875 11.515625 40.375 \n",
       "Q 6.59375 45.0625 6.59375 53.421875 \n",
       "Q 6.59375 63.09375 13.40625 68.65625 \n",
       "Q 20.21875 74.21875 32.171875 74.21875 \n",
       "Q 37.3125 74.21875 42.625 73.28125 \n",
       "Q 47.953125 72.359375 53.515625 70.515625 \n",
       "z\n",
       "\" id=\"DejaVuSans-53\"/>\n",
       "      <path d=\"M 19.671875 64.796875 \n",
       "L 19.671875 8.109375 \n",
       "L 31.59375 8.109375 \n",
       "Q 46.6875 8.109375 53.6875 14.9375 \n",
       "Q 60.6875 21.78125 60.6875 36.53125 \n",
       "Q 60.6875 51.171875 53.6875 57.984375 \n",
       "Q 46.6875 64.796875 31.59375 64.796875 \n",
       "z\n",
       "M 9.8125 72.90625 \n",
       "L 30.078125 72.90625 \n",
       "Q 51.265625 72.90625 61.171875 64.09375 \n",
       "Q 71.09375 55.28125 71.09375 36.53125 \n",
       "Q 71.09375 17.671875 61.125 8.828125 \n",
       "Q 51.171875 0 30.078125 0 \n",
       "L 9.8125 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-44\"/>\n",
       "     </defs>\n",
       "     <g transform=\"translate(16.318125 145.682063)rotate(-90)scale(0.12 -0.12)\">\n",
       "      <use xlink:href=\"#DejaVuSans-55\"/>\n",
       "      <use x=\"73.193359\" xlink:href=\"#DejaVuSans-53\"/>\n",
       "      <use x=\"136.669922\" xlink:href=\"#DejaVuSans-44\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"patch_3\">\n",
       "    <path clip-path=\"url(#p446079e5cc)\" d=\"M 57.80975 17582.004681 \n",
       "L 67.20575 17582.004681 \n",
       "L 67.20575 34.025386 \n",
       "L 57.80975 34.025386 \n",
       "z\n",
       "\" style=\"fill:#008fd5;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_4\">\n",
       "    <path clip-path=\"url(#p446079e5cc)\" d=\"M 95.39375 17582.004681 \n",
       "L 104.78975 17582.004681 \n",
       "L 104.78975 45.992606 \n",
       "L 95.39375 45.992606 \n",
       "z\n",
       "\" style=\"fill:#008fd5;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_5\">\n",
       "    <path clip-path=\"url(#p446079e5cc)\" d=\"M 132.97775 17582.004681 \n",
       "L 142.37375 17582.004681 \n",
       "L 142.37375 50.082921 \n",
       "L 132.97775 50.082921 \n",
       "z\n",
       "\" style=\"fill:#008fd5;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_6\">\n",
       "    <path clip-path=\"url(#p446079e5cc)\" d=\"M 170.56175 17582.004681 \n",
       "L 179.95775 17582.004681 \n",
       "L 179.95775 54.146469 \n",
       "L 170.56175 54.146469 \n",
       "z\n",
       "\" style=\"fill:#008fd5;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_7\">\n",
       "    <path clip-path=\"url(#p446079e5cc)\" d=\"M 208.14575 17582.004681 \n",
       "L 217.54175 17582.004681 \n",
       "L 217.54175 57.570501 \n",
       "L 208.14575 57.570501 \n",
       "z\n",
       "\" style=\"fill:#008fd5;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_8\">\n",
       "    <path clip-path=\"url(#p446079e5cc)\" d=\"M 245.72975 17582.004681 \n",
       "L 255.12575 17582.004681 \n",
       "L 255.12575 61.188957 \n",
       "L 245.72975 61.188957 \n",
       "z\n",
       "\" style=\"fill:#008fd5;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_9\">\n",
       "    <path clip-path=\"url(#p446079e5cc)\" d=\"M 283.31375 17582.004681 \n",
       "L 292.70975 17582.004681 \n",
       "L 292.70975 61.399411 \n",
       "L 283.31375 61.399411 \n",
       "z\n",
       "\" style=\"fill:#008fd5;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_10\">\n",
       "    <path clip-path=\"url(#p446079e5cc)\" d=\"M 320.89775 17582.004681 \n",
       "L 330.29375 17582.004681 \n",
       "L 330.29375 62.421138 \n",
       "L 320.89775 62.421138 \n",
       "z\n",
       "\" style=\"fill:#008fd5;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_11\">\n",
       "    <path clip-path=\"url(#p446079e5cc)\" d=\"M 358.48175 17582.004681 \n",
       "L 367.87775 17582.004681 \n",
       "L 367.87775 63.380909 \n",
       "L 358.48175 63.380909 \n",
       "z\n",
       "\" style=\"fill:#008fd5;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_12\">\n",
       "    <path clip-path=\"url(#p446079e5cc)\" d=\"M 396.06575 17582.004681 \n",
       "L 405.46175 17582.004681 \n",
       "L 405.46175 65.589114 \n",
       "L 396.06575 65.589114 \n",
       "z\n",
       "\" style=\"fill:#008fd5;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_13\">\n",
       "    <path clip-path=\"url(#p446079e5cc)\" d=\"M 67.20575 17582.004681 \n",
       "L 76.60175 17582.004681 \n",
       "L 76.60175 200.134386 \n",
       "L 67.20575 200.134386 \n",
       "z\n",
       "\" style=\"fill:#fc4f30;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_14\">\n",
       "    <path clip-path=\"url(#p446079e5cc)\" d=\"M 104.78975 17582.004681 \n",
       "L 114.18575 17582.004681 \n",
       "L 114.18575 212.101606 \n",
       "L 104.78975 212.101606 \n",
       "z\n",
       "\" style=\"fill:#fc4f30;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_15\">\n",
       "    <path clip-path=\"url(#p446079e5cc)\" d=\"M 142.37375 17582.004681 \n",
       "L 151.76975 17582.004681 \n",
       "L 151.76975 216.191921 \n",
       "L 142.37375 216.191921 \n",
       "z\n",
       "\" style=\"fill:#fc4f30;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_16\">\n",
       "    <path clip-path=\"url(#p446079e5cc)\" d=\"M 179.95775 17582.004681 \n",
       "L 189.35375 17582.004681 \n",
       "L 189.35375 220.255469 \n",
       "L 179.95775 220.255469 \n",
       "z\n",
       "\" style=\"fill:#fc4f30;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_17\">\n",
       "    <path clip-path=\"url(#p446079e5cc)\" d=\"M 217.54175 17582.004681 \n",
       "L 226.93775 17582.004681 \n",
       "L 226.93775 223.679501 \n",
       "L 217.54175 223.679501 \n",
       "z\n",
       "\" style=\"fill:#fc4f30;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_18\">\n",
       "    <path clip-path=\"url(#p446079e5cc)\" d=\"M 255.12575 17582.004681 \n",
       "L 264.52175 17582.004681 \n",
       "L 264.52175 227.297957 \n",
       "L 255.12575 227.297957 \n",
       "z\n",
       "\" style=\"fill:#fc4f30;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_19\">\n",
       "    <path clip-path=\"url(#p446079e5cc)\" d=\"M 292.70975 17582.004681 \n",
       "L 302.10575 17582.004681 \n",
       "L 302.10575 227.508411 \n",
       "L 292.70975 227.508411 \n",
       "z\n",
       "\" style=\"fill:#fc4f30;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_20\">\n",
       "    <path clip-path=\"url(#p446079e5cc)\" d=\"M 330.29375 17582.004681 \n",
       "L 339.68975 17582.004681 \n",
       "L 339.68975 228.530138 \n",
       "L 330.29375 228.530138 \n",
       "z\n",
       "\" style=\"fill:#fc4f30;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_21\">\n",
       "    <path clip-path=\"url(#p446079e5cc)\" d=\"M 367.87775 17582.004681 \n",
       "L 377.27375 17582.004681 \n",
       "L 377.27375 229.489909 \n",
       "L 367.87775 229.489909 \n",
       "z\n",
       "\" style=\"fill:#fc4f30;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_22\">\n",
       "    <path clip-path=\"url(#p446079e5cc)\" d=\"M 405.46175 17582.004681 \n",
       "L 414.85775 17582.004681 \n",
       "L 414.85775 231.698114 \n",
       "L 405.46175 231.698114 \n",
       "z\n",
       "\" style=\"fill:#fc4f30;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_23\">\n",
       "    <path d=\"M 48.41375 241.58175 \n",
       "L 48.41375 24.14175 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_24\">\n",
       "    <path d=\"M 424.25375 241.58175 \n",
       "L 424.25375 24.14175 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_25\">\n",
       "    <path d=\"M 48.41375 241.58175 \n",
       "L 424.25375 241.58175 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_26\">\n",
       "    <path d=\"M 48.41375 24.14175 \n",
       "L 424.25375 24.14175 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "   <g id=\"text_18\">\n",
       "    <!-- Top 10 market capitalization -->\n",
       "    <defs>\n",
       "     <path d=\"M -0.296875 72.90625 \n",
       "L 61.375 72.90625 \n",
       "L 61.375 64.59375 \n",
       "L 35.5 64.59375 \n",
       "L 35.5 0 \n",
       "L 25.59375 0 \n",
       "L 25.59375 64.59375 \n",
       "L -0.296875 64.59375 \n",
       "z\n",
       "\" id=\"DejaVuSans-54\"/>\n",
       "     <path id=\"DejaVuSans-20\"/>\n",
       "     <path d=\"M 9.078125 75.984375 \n",
       "L 18.109375 75.984375 \n",
       "L 18.109375 31.109375 \n",
       "L 44.921875 54.6875 \n",
       "L 56.390625 54.6875 \n",
       "L 27.390625 29.109375 \n",
       "L 57.625 0 \n",
       "L 45.90625 0 \n",
       "L 18.109375 26.703125 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-6b\"/>\n",
       "     <path d=\"M 5.515625 54.6875 \n",
       "L 48.1875 54.6875 \n",
       "L 48.1875 46.484375 \n",
       "L 14.40625 7.171875 \n",
       "L 48.1875 7.171875 \n",
       "L 48.1875 0 \n",
       "L 4.296875 0 \n",
       "L 4.296875 8.203125 \n",
       "L 38.09375 47.515625 \n",
       "L 5.515625 47.515625 \n",
       "z\n",
       "\" id=\"DejaVuSans-7a\"/>\n",
       "    </defs>\n",
       "    <g transform=\"translate(132.987875 18.14175)scale(0.144 -0.144)\">\n",
       "     <use xlink:href=\"#DejaVuSans-54\"/>\n",
       "     <use x=\"60.818359\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "     <use x=\"122\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "     <use x=\"185.476562\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "     <use x=\"217.263672\" xlink:href=\"#DejaVuSans-31\"/>\n",
       "     <use x=\"280.886719\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "     <use x=\"344.509766\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "     <use x=\"376.296875\" xlink:href=\"#DejaVuSans-6d\"/>\n",
       "     <use x=\"473.708984\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "     <use x=\"534.988281\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "     <use x=\"576.101562\" xlink:href=\"#DejaVuSans-6b\"/>\n",
       "     <use x=\"633.964844\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "     <use x=\"695.488281\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "     <use x=\"734.697266\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "     <use x=\"766.484375\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "     <use x=\"821.464844\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "     <use x=\"882.744141\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "     <use x=\"946.220703\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "     <use x=\"974.003906\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "     <use x=\"1013.212891\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "     <use x=\"1074.492188\" xlink:href=\"#DejaVuSans-6c\"/>\n",
       "     <use x=\"1102.275391\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "     <use x=\"1130.058594\" xlink:href=\"#DejaVuSans-7a\"/>\n",
       "     <use x=\"1182.548828\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "     <use x=\"1243.828125\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "     <use x=\"1283.037109\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "     <use x=\"1310.820312\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "     <use x=\"1372.001953\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"legend_1\">\n",
       "    <g id=\"patch_27\">\n",
       "     <path d=\"M 299.331875 62.05425 \n",
       "L 417.25375 62.05425 \n",
       "Q 419.25375 62.05425 419.25375 60.05425 \n",
       "L 419.25375 31.14175 \n",
       "Q 419.25375 29.14175 417.25375 29.14175 \n",
       "L 299.331875 29.14175 \n",
       "Q 297.331875 29.14175 297.331875 31.14175 \n",
       "L 297.331875 60.05425 \n",
       "Q 297.331875 62.05425 299.331875 62.05425 \n",
       "z\n",
       "\" style=\"fill:#f0f0f0;opacity:0.8;stroke:#cccccc;stroke-linejoin:miter;stroke-width:0.5;\"/>\n",
       "    </g>\n",
       "    <g id=\"patch_28\">\n",
       "     <path d=\"M 301.331875 40.740187 \n",
       "L 321.331875 40.740187 \n",
       "L 321.331875 33.740187 \n",
       "L 301.331875 33.740187 \n",
       "z\n",
       "\" style=\"fill:#008fd5;\"/>\n",
       "    </g>\n",
       "    <g id=\"text_19\">\n",
       "     <!-- market_cap_usd -->\n",
       "     <defs>\n",
       "      <path d=\"M 50.984375 -16.609375 \n",
       "L 50.984375 -23.578125 \n",
       "L -0.984375 -23.578125 \n",
       "L -0.984375 -16.609375 \n",
       "z\n",
       "\" id=\"DejaVuSans-5f\"/>\n",
       "     </defs>\n",
       "     <g transform=\"translate(329.331875 40.740187)scale(0.1 -0.1)\">\n",
       "      <use xlink:href=\"#DejaVuSans-6d\"/>\n",
       "      <use x=\"97.412109\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "      <use x=\"158.691406\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "      <use x=\"199.804688\" xlink:href=\"#DejaVuSans-6b\"/>\n",
       "      <use x=\"257.667969\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "      <use x=\"319.191406\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "      <use x=\"358.400391\" xlink:href=\"#DejaVuSans-5f\"/>\n",
       "      <use x=\"408.400391\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "      <use x=\"463.380859\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "      <use x=\"524.660156\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "      <use x=\"588.136719\" xlink:href=\"#DejaVuSans-5f\"/>\n",
       "      <use x=\"638.136719\" xlink:href=\"#DejaVuSans-75\"/>\n",
       "      <use x=\"701.515625\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "      <use x=\"753.615234\" xlink:href=\"#DejaVuSans-64\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"patch_29\">\n",
       "     <path d=\"M 301.331875 55.696438 \n",
       "L 321.331875 55.696438 \n",
       "L 321.331875 48.696438 \n",
       "L 301.331875 48.696438 \n",
       "z\n",
       "\" style=\"fill:#fc4f30;\"/>\n",
       "    </g>\n",
       "    <g id=\"text_20\">\n",
       "     <!-- market_cap_perc -->\n",
       "     <g transform=\"translate(329.331875 55.696438)scale(0.1 -0.1)\">\n",
       "      <use xlink:href=\"#DejaVuSans-6d\"/>\n",
       "      <use x=\"97.412109\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "      <use x=\"158.691406\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "      <use x=\"199.804688\" xlink:href=\"#DejaVuSans-6b\"/>\n",
       "      <use x=\"257.667969\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "      <use x=\"319.191406\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "      <use x=\"358.400391\" xlink:href=\"#DejaVuSans-5f\"/>\n",
       "      <use x=\"408.400391\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "      <use x=\"463.380859\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "      <use x=\"524.660156\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "      <use x=\"588.136719\" xlink:href=\"#DejaVuSans-5f\"/>\n",
       "      <use x=\"638.136719\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "      <use x=\"701.613281\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "      <use x=\"763.136719\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "      <use x=\"804.21875\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "  </g>\n",
       " </g>\n",
       " <defs>\n",
       "  <clipPath id=\"p446079e5cc\">\n",
       "   <rect height=\"217.44\" width=\"375.84\" x=\"48.41375\" y=\"24.14175\"/>\n",
       "  </clipPath>\n",
       " </defs>\n",
       "</svg>\n"
      ],
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fd6a4730c50>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Colors for the bar plot\n",
    "COLORS = ['orange', 'green', 'orange', 'cyan', 'cyan', 'blue', 'silver', 'orange', 'red', 'green']\n",
    "\n",
    "# Plotting market_cap_usd as before but adding the colors and scaling the y-axis  \n",
    "ax = cap10.plot.bar(logy = True, \n",
    "                    style = COLORS, \n",
    "                    title = 'Top 10 market capitalization')\n",
    "\n",
    "# Annotating the y axis with 'USD'\n",
    "ax.set_ylabel('USD')\n",
    "\n",
    "# Final touch! Removing the xlabel as it is not very informative\n",
    "ax.set_xlabel('');"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "dc": {
     "key": "39"
    },
    "deletable": false,
    "editable": false,
    "run_control": {
     "frozen": true
    },
    "tags": [
     "context"
    ]
   },
   "source": [
    "## 6. What is going on?! Volatility in cryptocurrencies\n",
    "<p>The cryptocurrencies market has been spectacularly volatile since the first exchange opened. This notebook didn't start with a big, bold warning for nothing. Let's explore this volatility a bit more! We will begin by selecting and plotting the 24 hours and 7 days percentage change, which we already have available.</p>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "dc": {
     "key": "39"
    },
    "tags": [
     "sample_code"
    ]
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>percent_change_24h</th>\n",
       "      <th>percent_change_7d</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>id</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>flappycoin</th>\n",
       "      <td>-95.85</td>\n",
       "      <td>-96.61</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>credence-coin</th>\n",
       "      <td>-94.22</td>\n",
       "      <td>-95.31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>coupecoin</th>\n",
       "      <td>-93.93</td>\n",
       "      <td>-61.24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tyrocoin</th>\n",
       "      <td>-79.02</td>\n",
       "      <td>-87.43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>petrodollar</th>\n",
       "      <td>-76.55</td>\n",
       "      <td>542.96</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "               percent_change_24h  percent_change_7d\n",
       "id                                                  \n",
       "flappycoin                 -95.85             -96.61\n",
       "credence-coin              -94.22             -95.31\n",
       "coupecoin                  -93.93             -61.24\n",
       "tyrocoin                   -79.02             -87.43\n",
       "petrodollar                -76.55             542.96"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Selecting the id, percent_change_24h and percent_change_7d columns\n",
    "volatility = dec6[['id', 'percent_change_24h', 'percent_change_7d']]\n",
    "\n",
    "# Setting the index to 'id' and dropping all NaN rows\n",
    "volatility = volatility.set_index('id').dropna()\n",
    "\n",
    "# Sorting the DataFrame by percent_change_24h in ascending order\n",
    "volatility = volatility.sort_values(by = ['percent_change_24h'], ascending = True)\n",
    "\n",
    "# Checking the first few rows\n",
    "volatility.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "dc": {
     "key": "46"
    },
    "deletable": false,
    "editable": false,
    "run_control": {
     "frozen": true
    },
    "tags": [
     "context"
    ]
   },
   "source": [
    "## 7. Well, we can already see that things are *a bit* crazy\n",
    "<p>It seems you can lose a lot of money quickly on cryptocurrencies. Let's plot the top 10 biggest gainers and top 10 losers in market capitalization.</p>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "dc": {
     "key": "46"
    },
    "tags": [
     "sample_code"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
       "<!-- Created with matplotlib (http://matplotlib.org/) -->\n",
       "<svg height=\"473pt\" version=\"1.1\" viewBox=\"0 0 687 473\" width=\"687pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
       " <defs>\n",
       "  <style type=\"text/css\">\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\n",
       "  </style>\n",
       " </defs>\n",
       " <g id=\"figure_1\">\n",
       "  <g id=\"patch_1\">\n",
       "   <path d=\"M -0 473.464375 \n",
       "L 687.380938 473.464375 \n",
       "L 687.380938 0 \n",
       "L -0 0 \n",
       "z\n",
       "\" style=\"fill:none;\"/>\n",
       "  </g>\n",
       "  <g id=\"axes_1\">\n",
       "   <g id=\"patch_2\">\n",
       "    <path d=\"M 53.780938 376.56 \n",
       "L 338.50821 376.56 \n",
       "L 338.50821 50.4 \n",
       "L 53.780938 50.4 \n",
       "z\n",
       "\" style=\"fill:#f0f0f0;\"/>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_1\">\n",
       "    <g id=\"xtick_1\">\n",
       "     <g id=\"line2d_1\">\n",
       "      <path clip-path=\"url(#pe00a551688)\" d=\"M 68.017301 376.56 \n",
       "L 68.017301 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_2\"/>\n",
       "     <g id=\"text_1\">\n",
       "      <!-- flappycoin -->\n",
       "      <defs>\n",
       "       <path d=\"M 37.109375 75.984375 \n",
       "L 37.109375 68.5 \n",
       "L 28.515625 68.5 \n",
       "Q 23.6875 68.5 21.796875 66.546875 \n",
       "Q 19.921875 64.59375 19.921875 59.515625 \n",
       "L 19.921875 54.6875 \n",
       "L 34.71875 54.6875 \n",
       "L 34.71875 47.703125 \n",
       "L 19.921875 47.703125 \n",
       "L 19.921875 0 \n",
       "L 10.890625 0 \n",
       "L 10.890625 47.703125 \n",
       "L 2.296875 47.703125 \n",
       "L 2.296875 54.6875 \n",
       "L 10.890625 54.6875 \n",
       "L 10.890625 58.5 \n",
       "Q 10.890625 67.625 15.140625 71.796875 \n",
       "Q 19.390625 75.984375 28.609375 75.984375 \n",
       "z\n",
       "\" id=\"DejaVuSans-66\"/>\n",
       "       <path d=\"M 9.421875 75.984375 \n",
       "L 18.40625 75.984375 \n",
       "L 18.40625 0 \n",
       "L 9.421875 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-6c\"/>\n",
       "       <path d=\"M 34.28125 27.484375 \n",
       "Q 23.390625 27.484375 19.1875 25 \n",
       "Q 14.984375 22.515625 14.984375 16.5 \n",
       "Q 14.984375 11.71875 18.140625 8.90625 \n",
       "Q 21.296875 6.109375 26.703125 6.109375 \n",
       "Q 34.1875 6.109375 38.703125 11.40625 \n",
       "Q 43.21875 16.703125 43.21875 25.484375 \n",
       "L 43.21875 27.484375 \n",
       "z\n",
       "M 52.203125 31.203125 \n",
       "L 52.203125 0 \n",
       "L 43.21875 0 \n",
       "L 43.21875 8.296875 \n",
       "Q 40.140625 3.328125 35.546875 0.953125 \n",
       "Q 30.953125 -1.421875 24.3125 -1.421875 \n",
       "Q 15.921875 -1.421875 10.953125 3.296875 \n",
       "Q 6 8.015625 6 15.921875 \n",
       "Q 6 25.140625 12.171875 29.828125 \n",
       "Q 18.359375 34.515625 30.609375 34.515625 \n",
       "L 43.21875 34.515625 \n",
       "L 43.21875 35.40625 \n",
       "Q 43.21875 41.609375 39.140625 45 \n",
       "Q 35.0625 48.390625 27.6875 48.390625 \n",
       "Q 23 48.390625 18.546875 47.265625 \n",
       "Q 14.109375 46.140625 10.015625 43.890625 \n",
       "L 10.015625 52.203125 \n",
       "Q 14.9375 54.109375 19.578125 55.046875 \n",
       "Q 24.21875 56 28.609375 56 \n",
       "Q 40.484375 56 46.34375 49.84375 \n",
       "Q 52.203125 43.703125 52.203125 31.203125 \n",
       "z\n",
       "\" id=\"DejaVuSans-61\"/>\n",
       "       <path d=\"M 18.109375 8.203125 \n",
       "L 18.109375 -20.796875 \n",
       "L 9.078125 -20.796875 \n",
       "L 9.078125 54.6875 \n",
       "L 18.109375 54.6875 \n",
       "L 18.109375 46.390625 \n",
       "Q 20.953125 51.265625 25.265625 53.625 \n",
       "Q 29.59375 56 35.59375 56 \n",
       "Q 45.5625 56 51.78125 48.09375 \n",
       "Q 58.015625 40.1875 58.015625 27.296875 \n",
       "Q 58.015625 14.40625 51.78125 6.484375 \n",
       "Q 45.5625 -1.421875 35.59375 -1.421875 \n",
       "Q 29.59375 -1.421875 25.265625 0.953125 \n",
       "Q 20.953125 3.328125 18.109375 8.203125 \n",
       "z\n",
       "M 48.6875 27.296875 \n",
       "Q 48.6875 37.203125 44.609375 42.84375 \n",
       "Q 40.53125 48.484375 33.40625 48.484375 \n",
       "Q 26.265625 48.484375 22.1875 42.84375 \n",
       "Q 18.109375 37.203125 18.109375 27.296875 \n",
       "Q 18.109375 17.390625 22.1875 11.75 \n",
       "Q 26.265625 6.109375 33.40625 6.109375 \n",
       "Q 40.53125 6.109375 44.609375 11.75 \n",
       "Q 48.6875 17.390625 48.6875 27.296875 \n",
       "z\n",
       "\" id=\"DejaVuSans-70\"/>\n",
       "       <path d=\"M 32.171875 -5.078125 \n",
       "Q 28.375 -14.84375 24.75 -17.8125 \n",
       "Q 21.140625 -20.796875 15.09375 -20.796875 \n",
       "L 7.90625 -20.796875 \n",
       "L 7.90625 -13.28125 \n",
       "L 13.1875 -13.28125 \n",
       "Q 16.890625 -13.28125 18.9375 -11.515625 \n",
       "Q 21 -9.765625 23.484375 -3.21875 \n",
       "L 25.09375 0.875 \n",
       "L 2.984375 54.6875 \n",
       "L 12.5 54.6875 \n",
       "L 29.59375 11.921875 \n",
       "L 46.6875 54.6875 \n",
       "L 56.203125 54.6875 \n",
       "z\n",
       "\" id=\"DejaVuSans-79\"/>\n",
       "       <path d=\"M 48.78125 52.59375 \n",
       "L 48.78125 44.1875 \n",
       "Q 44.96875 46.296875 41.140625 47.34375 \n",
       "Q 37.3125 48.390625 33.40625 48.390625 \n",
       "Q 24.65625 48.390625 19.8125 42.84375 \n",
       "Q 14.984375 37.3125 14.984375 27.296875 \n",
       "Q 14.984375 17.28125 19.8125 11.734375 \n",
       "Q 24.65625 6.203125 33.40625 6.203125 \n",
       "Q 37.3125 6.203125 41.140625 7.25 \n",
       "Q 44.96875 8.296875 48.78125 10.40625 \n",
       "L 48.78125 2.09375 \n",
       "Q 45.015625 0.34375 40.984375 -0.53125 \n",
       "Q 36.96875 -1.421875 32.421875 -1.421875 \n",
       "Q 20.0625 -1.421875 12.78125 6.34375 \n",
       "Q 5.515625 14.109375 5.515625 27.296875 \n",
       "Q 5.515625 40.671875 12.859375 48.328125 \n",
       "Q 20.21875 56 33.015625 56 \n",
       "Q 37.15625 56 41.109375 55.140625 \n",
       "Q 45.0625 54.296875 48.78125 52.59375 \n",
       "z\n",
       "\" id=\"DejaVuSans-63\"/>\n",
       "       <path d=\"M 30.609375 48.390625 \n",
       "Q 23.390625 48.390625 19.1875 42.75 \n",
       "Q 14.984375 37.109375 14.984375 27.296875 \n",
       "Q 14.984375 17.484375 19.15625 11.84375 \n",
       "Q 23.34375 6.203125 30.609375 6.203125 \n",
       "Q 37.796875 6.203125 41.984375 11.859375 \n",
       "Q 46.1875 17.53125 46.1875 27.296875 \n",
       "Q 46.1875 37.015625 41.984375 42.703125 \n",
       "Q 37.796875 48.390625 30.609375 48.390625 \n",
       "z\n",
       "M 30.609375 56 \n",
       "Q 42.328125 56 49.015625 48.375 \n",
       "Q 55.71875 40.765625 55.71875 27.296875 \n",
       "Q 55.71875 13.875 49.015625 6.21875 \n",
       "Q 42.328125 -1.421875 30.609375 -1.421875 \n",
       "Q 18.84375 -1.421875 12.171875 6.21875 \n",
       "Q 5.515625 13.875 5.515625 27.296875 \n",
       "Q 5.515625 40.765625 12.171875 48.375 \n",
       "Q 18.84375 56 30.609375 56 \n",
       "z\n",
       "\" id=\"DejaVuSans-6f\"/>\n",
       "       <path d=\"M 9.421875 54.6875 \n",
       "L 18.40625 54.6875 \n",
       "L 18.40625 0 \n",
       "L 9.421875 0 \n",
       "z\n",
       "M 9.421875 75.984375 \n",
       "L 18.40625 75.984375 \n",
       "L 18.40625 64.59375 \n",
       "L 9.421875 64.59375 \n",
       "z\n",
       "\" id=\"DejaVuSans-69\"/>\n",
       "       <path d=\"M 54.890625 33.015625 \n",
       "L 54.890625 0 \n",
       "L 45.90625 0 \n",
       "L 45.90625 32.71875 \n",
       "Q 45.90625 40.484375 42.875 44.328125 \n",
       "Q 39.84375 48.1875 33.796875 48.1875 \n",
       "Q 26.515625 48.1875 22.3125 43.546875 \n",
       "Q 18.109375 38.921875 18.109375 30.90625 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 54.6875 \n",
       "L 18.109375 54.6875 \n",
       "L 18.109375 46.1875 \n",
       "Q 21.34375 51.125 25.703125 53.5625 \n",
       "Q 30.078125 56 35.796875 56 \n",
       "Q 45.21875 56 50.046875 50.171875 \n",
       "Q 54.890625 44.34375 54.890625 33.015625 \n",
       "z\n",
       "\" id=\"DejaVuSans-6e\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(70.776676 431.835)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-66\"/>\n",
       "       <use x=\"35.205078\" xlink:href=\"#DejaVuSans-6c\"/>\n",
       "       <use x=\"62.988281\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"124.267578\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "       <use x=\"187.744141\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "       <use x=\"251.220703\" xlink:href=\"#DejaVuSans-79\"/>\n",
       "       <use x=\"310.400391\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"365.380859\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"426.5625\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"454.345703\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_2\">\n",
       "     <g id=\"line2d_3\">\n",
       "      <path clip-path=\"url(#pe00a551688)\" d=\"M 96.490028 376.56 \n",
       "L 96.490028 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_4\"/>\n",
       "     <g id=\"text_2\">\n",
       "      <!-- credence-coin -->\n",
       "      <defs>\n",
       "       <path d=\"M 41.109375 46.296875 \n",
       "Q 39.59375 47.171875 37.8125 47.578125 \n",
       "Q 36.03125 48 33.890625 48 \n",
       "Q 26.265625 48 22.1875 43.046875 \n",
       "Q 18.109375 38.09375 18.109375 28.8125 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 54.6875 \n",
       "L 18.109375 54.6875 \n",
       "L 18.109375 46.1875 \n",
       "Q 20.953125 51.171875 25.484375 53.578125 \n",
       "Q 30.03125 56 36.53125 56 \n",
       "Q 37.453125 56 38.578125 55.875 \n",
       "Q 39.703125 55.765625 41.0625 55.515625 \n",
       "z\n",
       "\" id=\"DejaVuSans-72\"/>\n",
       "       <path d=\"M 56.203125 29.59375 \n",
       "L 56.203125 25.203125 \n",
       "L 14.890625 25.203125 \n",
       "Q 15.484375 15.921875 20.484375 11.0625 \n",
       "Q 25.484375 6.203125 34.421875 6.203125 \n",
       "Q 39.59375 6.203125 44.453125 7.46875 \n",
       "Q 49.3125 8.734375 54.109375 11.28125 \n",
       "L 54.109375 2.78125 \n",
       "Q 49.265625 0.734375 44.1875 -0.34375 \n",
       "Q 39.109375 -1.421875 33.890625 -1.421875 \n",
       "Q 20.796875 -1.421875 13.15625 6.1875 \n",
       "Q 5.515625 13.8125 5.515625 26.8125 \n",
       "Q 5.515625 40.234375 12.765625 48.109375 \n",
       "Q 20.015625 56 32.328125 56 \n",
       "Q 43.359375 56 49.78125 48.890625 \n",
       "Q 56.203125 41.796875 56.203125 29.59375 \n",
       "z\n",
       "M 47.21875 32.234375 \n",
       "Q 47.125 39.59375 43.09375 43.984375 \n",
       "Q 39.0625 48.390625 32.421875 48.390625 \n",
       "Q 24.90625 48.390625 20.390625 44.140625 \n",
       "Q 15.875 39.890625 15.1875 32.171875 \n",
       "z\n",
       "\" id=\"DejaVuSans-65\"/>\n",
       "       <path d=\"M 45.40625 46.390625 \n",
       "L 45.40625 75.984375 \n",
       "L 54.390625 75.984375 \n",
       "L 54.390625 0 \n",
       "L 45.40625 0 \n",
       "L 45.40625 8.203125 \n",
       "Q 42.578125 3.328125 38.25 0.953125 \n",
       "Q 33.9375 -1.421875 27.875 -1.421875 \n",
       "Q 17.96875 -1.421875 11.734375 6.484375 \n",
       "Q 5.515625 14.40625 5.515625 27.296875 \n",
       "Q 5.515625 40.1875 11.734375 48.09375 \n",
       "Q 17.96875 56 27.875 56 \n",
       "Q 33.9375 56 38.25 53.625 \n",
       "Q 42.578125 51.265625 45.40625 46.390625 \n",
       "z\n",
       "M 14.796875 27.296875 \n",
       "Q 14.796875 17.390625 18.875 11.75 \n",
       "Q 22.953125 6.109375 30.078125 6.109375 \n",
       "Q 37.203125 6.109375 41.296875 11.75 \n",
       "Q 45.40625 17.390625 45.40625 27.296875 \n",
       "Q 45.40625 37.203125 41.296875 42.84375 \n",
       "Q 37.203125 48.484375 30.078125 48.484375 \n",
       "Q 22.953125 48.484375 18.875 42.84375 \n",
       "Q 14.796875 37.203125 14.796875 27.296875 \n",
       "z\n",
       "\" id=\"DejaVuSans-64\"/>\n",
       "       <path d=\"M 4.890625 31.390625 \n",
       "L 31.203125 31.390625 \n",
       "L 31.203125 23.390625 \n",
       "L 4.890625 23.390625 \n",
       "z\n",
       "\" id=\"DejaVuSans-2d\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(99.249403 450.650625)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"54.980469\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"96.0625\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"157.585938\" xlink:href=\"#DejaVuSans-64\"/>\n",
       "       <use x=\"221.0625\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"282.585938\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "       <use x=\"345.964844\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"400.945312\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"462.46875\" xlink:href=\"#DejaVuSans-2d\"/>\n",
       "       <use x=\"498.552734\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"553.533203\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"614.714844\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"642.498047\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_3\">\n",
       "     <g id=\"line2d_5\">\n",
       "      <path clip-path=\"url(#pe00a551688)\" d=\"M 124.962756 376.56 \n",
       "L 124.962756 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_6\"/>\n",
       "     <g id=\"text_3\">\n",
       "      <!-- coupecoin -->\n",
       "      <defs>\n",
       "       <path d=\"M 8.5 21.578125 \n",
       "L 8.5 54.6875 \n",
       "L 17.484375 54.6875 \n",
       "L 17.484375 21.921875 \n",
       "Q 17.484375 14.15625 20.5 10.265625 \n",
       "Q 23.53125 6.390625 29.59375 6.390625 \n",
       "Q 36.859375 6.390625 41.078125 11.03125 \n",
       "Q 45.3125 15.671875 45.3125 23.6875 \n",
       "L 45.3125 54.6875 \n",
       "L 54.296875 54.6875 \n",
       "L 54.296875 0 \n",
       "L 45.3125 0 \n",
       "L 45.3125 8.40625 \n",
       "Q 42.046875 3.421875 37.71875 1 \n",
       "Q 33.40625 -1.421875 27.6875 -1.421875 \n",
       "Q 18.265625 -1.421875 13.375 4.4375 \n",
       "Q 8.5 10.296875 8.5 21.578125 \n",
       "z\n",
       "M 31.109375 56 \n",
       "z\n",
       "\" id=\"DejaVuSans-75\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(127.722131 431.249062)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"54.980469\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"116.162109\" xlink:href=\"#DejaVuSans-75\"/>\n",
       "       <use x=\"179.541016\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "       <use x=\"243.017578\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"304.541016\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"359.521484\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"420.703125\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"448.486328\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_4\">\n",
       "     <g id=\"line2d_7\">\n",
       "      <path clip-path=\"url(#pe00a551688)\" d=\"M 153.435483 376.56 \n",
       "L 153.435483 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_8\"/>\n",
       "     <g id=\"text_4\">\n",
       "      <!-- tyrocoin -->\n",
       "      <defs>\n",
       "       <path d=\"M 18.3125 70.21875 \n",
       "L 18.3125 54.6875 \n",
       "L 36.8125 54.6875 \n",
       "L 36.8125 47.703125 \n",
       "L 18.3125 47.703125 \n",
       "L 18.3125 18.015625 \n",
       "Q 18.3125 11.328125 20.140625 9.421875 \n",
       "Q 21.96875 7.515625 27.59375 7.515625 \n",
       "L 36.8125 7.515625 \n",
       "L 36.8125 0 \n",
       "L 27.59375 0 \n",
       "Q 17.1875 0 13.234375 3.875 \n",
       "Q 9.28125 7.765625 9.28125 18.015625 \n",
       "L 9.28125 47.703125 \n",
       "L 2.6875 47.703125 \n",
       "L 2.6875 54.6875 \n",
       "L 9.28125 54.6875 \n",
       "L 9.28125 70.21875 \n",
       "z\n",
       "\" id=\"DejaVuSans-74\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(156.194858 420.858437)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"39.208984\" xlink:href=\"#DejaVuSans-79\"/>\n",
       "       <use x=\"98.388672\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"139.470703\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"200.652344\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"255.632812\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"316.814453\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"344.597656\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_5\">\n",
       "     <g id=\"line2d_9\">\n",
       "      <path clip-path=\"url(#pe00a551688)\" d=\"M 181.90821 376.56 \n",
       "L 181.90821 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_10\"/>\n",
       "     <g id=\"text_5\">\n",
       "      <!-- petrodollar -->\n",
       "      <g transform=\"translate(184.667585 434.970937)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-70\"/>\n",
       "       <use x=\"63.476562\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"125\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"164.208984\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"205.291016\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"266.472656\" xlink:href=\"#DejaVuSans-64\"/>\n",
       "       <use x=\"329.949219\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"391.130859\" xlink:href=\"#DejaVuSans-6c\"/>\n",
       "       <use x=\"418.914062\" xlink:href=\"#DejaVuSans-6c\"/>\n",
       "       <use x=\"446.697266\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"507.976562\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_6\">\n",
       "     <g id=\"line2d_11\">\n",
       "      <path clip-path=\"url(#pe00a551688)\" d=\"M 210.380938 376.56 \n",
       "L 210.380938 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_12\"/>\n",
       "     <g id=\"text_6\">\n",
       "      <!-- bitok -->\n",
       "      <defs>\n",
       "       <path d=\"M 48.6875 27.296875 \n",
       "Q 48.6875 37.203125 44.609375 42.84375 \n",
       "Q 40.53125 48.484375 33.40625 48.484375 \n",
       "Q 26.265625 48.484375 22.1875 42.84375 \n",
       "Q 18.109375 37.203125 18.109375 27.296875 \n",
       "Q 18.109375 17.390625 22.1875 11.75 \n",
       "Q 26.265625 6.109375 33.40625 6.109375 \n",
       "Q 40.53125 6.109375 44.609375 11.75 \n",
       "Q 48.6875 17.390625 48.6875 27.296875 \n",
       "z\n",
       "M 18.109375 46.390625 \n",
       "Q 20.953125 51.265625 25.265625 53.625 \n",
       "Q 29.59375 56 35.59375 56 \n",
       "Q 45.5625 56 51.78125 48.09375 \n",
       "Q 58.015625 40.1875 58.015625 27.296875 \n",
       "Q 58.015625 14.40625 51.78125 6.484375 \n",
       "Q 45.5625 -1.421875 35.59375 -1.421875 \n",
       "Q 29.59375 -1.421875 25.265625 0.953125 \n",
       "Q 20.953125 3.328125 18.109375 8.203125 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 75.984375 \n",
       "L 18.109375 75.984375 \n",
       "z\n",
       "\" id=\"DejaVuSans-62\"/>\n",
       "       <path d=\"M 9.078125 75.984375 \n",
       "L 18.109375 75.984375 \n",
       "L 18.109375 31.109375 \n",
       "L 44.921875 54.6875 \n",
       "L 56.390625 54.6875 \n",
       "L 27.390625 29.109375 \n",
       "L 57.625 0 \n",
       "L 45.90625 0 \n",
       "L 18.109375 26.703125 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-6b\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(213.140313 405.01625)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-62\"/>\n",
       "       <use x=\"63.476562\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"91.259766\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"130.46875\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"191.650391\" xlink:href=\"#DejaVuSans-6b\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_7\">\n",
       "     <g id=\"line2d_13\">\n",
       "      <path clip-path=\"url(#pe00a551688)\" d=\"M 238.853665 376.56 \n",
       "L 238.853665 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_14\"/>\n",
       "     <g id=\"text_7\">\n",
       "      <!-- bankcoin -->\n",
       "      <g transform=\"translate(241.61304 425.3975)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-62\"/>\n",
       "       <use x=\"63.476562\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"124.755859\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "       <use x=\"188.134766\" xlink:href=\"#DejaVuSans-6b\"/>\n",
       "       <use x=\"246.044922\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"301.025391\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"362.207031\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"389.990234\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_8\">\n",
       "     <g id=\"line2d_15\">\n",
       "      <path clip-path=\"url(#pe00a551688)\" d=\"M 267.326392 376.56 \n",
       "L 267.326392 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_16\"/>\n",
       "     <g id=\"text_8\">\n",
       "      <!-- tellurion -->\n",
       "      <g transform=\"translate(270.085767 421.3725)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"39.208984\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"100.732422\" xlink:href=\"#DejaVuSans-6c\"/>\n",
       "       <use x=\"128.515625\" xlink:href=\"#DejaVuSans-6c\"/>\n",
       "       <use x=\"156.298828\" xlink:href=\"#DejaVuSans-75\"/>\n",
       "       <use x=\"219.677734\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"260.791016\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"288.574219\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"349.755859\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_9\">\n",
       "     <g id=\"line2d_17\">\n",
       "      <path clip-path=\"url(#pe00a551688)\" d=\"M 295.799119 376.56 \n",
       "L 295.799119 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_18\"/>\n",
       "     <g id=\"text_9\">\n",
       "      <!-- shadow-token -->\n",
       "      <defs>\n",
       "       <path d=\"M 44.28125 53.078125 \n",
       "L 44.28125 44.578125 \n",
       "Q 40.484375 46.53125 36.375 47.5 \n",
       "Q 32.28125 48.484375 27.875 48.484375 \n",
       "Q 21.1875 48.484375 17.84375 46.4375 \n",
       "Q 14.5 44.390625 14.5 40.28125 \n",
       "Q 14.5 37.15625 16.890625 35.375 \n",
       "Q 19.28125 33.59375 26.515625 31.984375 \n",
       "L 29.59375 31.296875 \n",
       "Q 39.15625 29.25 43.1875 25.515625 \n",
       "Q 47.21875 21.78125 47.21875 15.09375 \n",
       "Q 47.21875 7.46875 41.1875 3.015625 \n",
       "Q 35.15625 -1.421875 24.609375 -1.421875 \n",
       "Q 20.21875 -1.421875 15.453125 -0.5625 \n",
       "Q 10.6875 0.296875 5.421875 2 \n",
       "L 5.421875 11.28125 \n",
       "Q 10.40625 8.6875 15.234375 7.390625 \n",
       "Q 20.0625 6.109375 24.8125 6.109375 \n",
       "Q 31.15625 6.109375 34.5625 8.28125 \n",
       "Q 37.984375 10.453125 37.984375 14.40625 \n",
       "Q 37.984375 18.0625 35.515625 20.015625 \n",
       "Q 33.0625 21.96875 24.703125 23.78125 \n",
       "L 21.578125 24.515625 \n",
       "Q 13.234375 26.265625 9.515625 29.90625 \n",
       "Q 5.8125 33.546875 5.8125 39.890625 \n",
       "Q 5.8125 47.609375 11.28125 51.796875 \n",
       "Q 16.75 56 26.8125 56 \n",
       "Q 31.78125 56 36.171875 55.265625 \n",
       "Q 40.578125 54.546875 44.28125 53.078125 \n",
       "z\n",
       "\" id=\"DejaVuSans-73\"/>\n",
       "       <path d=\"M 54.890625 33.015625 \n",
       "L 54.890625 0 \n",
       "L 45.90625 0 \n",
       "L 45.90625 32.71875 \n",
       "Q 45.90625 40.484375 42.875 44.328125 \n",
       "Q 39.84375 48.1875 33.796875 48.1875 \n",
       "Q 26.515625 48.1875 22.3125 43.546875 \n",
       "Q 18.109375 38.921875 18.109375 30.90625 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 75.984375 \n",
       "L 18.109375 75.984375 \n",
       "L 18.109375 46.1875 \n",
       "Q 21.34375 51.125 25.703125 53.5625 \n",
       "Q 30.078125 56 35.796875 56 \n",
       "Q 45.21875 56 50.046875 50.171875 \n",
       "Q 54.890625 44.34375 54.890625 33.015625 \n",
       "z\n",
       "\" id=\"DejaVuSans-68\"/>\n",
       "       <path d=\"M 4.203125 54.6875 \n",
       "L 13.1875 54.6875 \n",
       "L 24.421875 12.015625 \n",
       "L 35.59375 54.6875 \n",
       "L 46.1875 54.6875 \n",
       "L 57.421875 12.015625 \n",
       "L 68.609375 54.6875 \n",
       "L 77.59375 54.6875 \n",
       "L 63.28125 0 \n",
       "L 52.6875 0 \n",
       "L 40.921875 44.828125 \n",
       "L 29.109375 0 \n",
       "L 18.5 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-77\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(298.558494 450.30375)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-73\"/>\n",
       "       <use x=\"52.099609\" xlink:href=\"#DejaVuSans-68\"/>\n",
       "       <use x=\"115.478516\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"176.757812\" xlink:href=\"#DejaVuSans-64\"/>\n",
       "       <use x=\"240.234375\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"301.416016\" xlink:href=\"#DejaVuSans-77\"/>\n",
       "       <use x=\"383.203125\" xlink:href=\"#DejaVuSans-2d\"/>\n",
       "       <use x=\"419.287109\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"458.496094\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"519.677734\" xlink:href=\"#DejaVuSans-6b\"/>\n",
       "       <use x=\"577.541016\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"639.064453\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_10\">\n",
       "     <g id=\"line2d_19\">\n",
       "      <path clip-path=\"url(#pe00a551688)\" d=\"M 324.271847 376.56 \n",
       "L 324.271847 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_20\"/>\n",
       "     <g id=\"text_10\">\n",
       "      <!-- eusd -->\n",
       "      <g transform=\"translate(327.031222 404.108437)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"61.523438\" xlink:href=\"#DejaVuSans-75\"/>\n",
       "       <use x=\"124.902344\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "       <use x=\"177.001953\" xlink:href=\"#DejaVuSans-64\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"text_11\">\n",
       "     <!-- id -->\n",
       "     <g transform=\"translate(190.668636 463.76875)scale(0.12 -0.12)\">\n",
       "      <use xlink:href=\"#DejaVuSans-69\"/>\n",
       "      <use x=\"27.783203\" xlink:href=\"#DejaVuSans-64\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_2\">\n",
       "    <g id=\"ytick_1\">\n",
       "     <g id=\"line2d_21\">\n",
       "      <path clip-path=\"url(#pe00a551688)\" d=\"M 53.780938 374.4778 \n",
       "L 338.50821 374.4778 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_22\"/>\n",
       "     <g id=\"text_12\">\n",
       "      <!-- −100 -->\n",
       "      <defs>\n",
       "       <path d=\"M 10.59375 35.5 \n",
       "L 73.1875 35.5 \n",
       "L 73.1875 27.203125 \n",
       "L 10.59375 27.203125 \n",
       "z\n",
       "\" id=\"DejaVuSans-2212\"/>\n",
       "       <path d=\"M 12.40625 8.296875 \n",
       "L 28.515625 8.296875 \n",
       "L 28.515625 63.921875 \n",
       "L 10.984375 60.40625 \n",
       "L 10.984375 69.390625 \n",
       "L 28.421875 72.90625 \n",
       "L 38.28125 72.90625 \n",
       "L 38.28125 8.296875 \n",
       "L 54.390625 8.296875 \n",
       "L 54.390625 0 \n",
       "L 12.40625 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-31\"/>\n",
       "       <path d=\"M 31.78125 66.40625 \n",
       "Q 24.171875 66.40625 20.328125 58.90625 \n",
       "Q 16.5 51.421875 16.5 36.375 \n",
       "Q 16.5 21.390625 20.328125 13.890625 \n",
       "Q 24.171875 6.390625 31.78125 6.390625 \n",
       "Q 39.453125 6.390625 43.28125 13.890625 \n",
       "Q 47.125 21.390625 47.125 36.375 \n",
       "Q 47.125 51.421875 43.28125 58.90625 \n",
       "Q 39.453125 66.40625 31.78125 66.40625 \n",
       "z\n",
       "M 31.78125 74.21875 \n",
       "Q 44.046875 74.21875 50.515625 64.515625 \n",
       "Q 56.984375 54.828125 56.984375 36.375 \n",
       "Q 56.984375 17.96875 50.515625 8.265625 \n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \n",
       "Q 6.59375 17.96875 6.59375 36.375 \n",
       "Q 6.59375 54.828125 13.0625 64.515625 \n",
       "Q 19.53125 74.21875 31.78125 74.21875 \n",
       "z\n",
       "\" id=\"DejaVuSans-30\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(22.81375 378.277019)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-2212\"/>\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"211.035156\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_2\">\n",
       "     <g id=\"line2d_23\">\n",
       "      <path clip-path=\"url(#pe00a551688)\" d=\"M 53.780938 309.66224 \n",
       "L 338.50821 309.66224 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_24\"/>\n",
       "     <g id=\"text_13\">\n",
       "      <!-- −80 -->\n",
       "      <defs>\n",
       "       <path d=\"M 31.78125 34.625 \n",
       "Q 24.75 34.625 20.71875 30.859375 \n",
       "Q 16.703125 27.09375 16.703125 20.515625 \n",
       "Q 16.703125 13.921875 20.71875 10.15625 \n",
       "Q 24.75 6.390625 31.78125 6.390625 \n",
       "Q 38.8125 6.390625 42.859375 10.171875 \n",
       "Q 46.921875 13.96875 46.921875 20.515625 \n",
       "Q 46.921875 27.09375 42.890625 30.859375 \n",
       "Q 38.875 34.625 31.78125 34.625 \n",
       "z\n",
       "M 21.921875 38.8125 \n",
       "Q 15.578125 40.375 12.03125 44.71875 \n",
       "Q 8.5 49.078125 8.5 55.328125 \n",
       "Q 8.5 64.0625 14.71875 69.140625 \n",
       "Q 20.953125 74.21875 31.78125 74.21875 \n",
       "Q 42.671875 74.21875 48.875 69.140625 \n",
       "Q 55.078125 64.0625 55.078125 55.328125 \n",
       "Q 55.078125 49.078125 51.53125 44.71875 \n",
       "Q 48 40.375 41.703125 38.8125 \n",
       "Q 48.828125 37.15625 52.796875 32.3125 \n",
       "Q 56.78125 27.484375 56.78125 20.515625 \n",
       "Q 56.78125 9.90625 50.3125 4.234375 \n",
       "Q 43.84375 -1.421875 31.78125 -1.421875 \n",
       "Q 19.734375 -1.421875 13.25 4.234375 \n",
       "Q 6.78125 9.90625 6.78125 20.515625 \n",
       "Q 6.78125 27.484375 10.78125 32.3125 \n",
       "Q 14.796875 37.15625 21.921875 38.8125 \n",
       "z\n",
       "M 18.3125 54.390625 \n",
       "Q 18.3125 48.734375 21.84375 45.5625 \n",
       "Q 25.390625 42.390625 31.78125 42.390625 \n",
       "Q 38.140625 42.390625 41.71875 45.5625 \n",
       "Q 45.3125 48.734375 45.3125 54.390625 \n",
       "Q 45.3125 60.0625 41.71875 63.234375 \n",
       "Q 38.140625 66.40625 31.78125 66.40625 \n",
       "Q 25.390625 66.40625 21.84375 63.234375 \n",
       "Q 18.3125 60.0625 18.3125 54.390625 \n",
       "z\n",
       "\" id=\"DejaVuSans-38\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(29.17625 313.461459)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-2212\"/>\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-38\"/>\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_3\">\n",
       "     <g id=\"line2d_25\">\n",
       "      <path clip-path=\"url(#pe00a551688)\" d=\"M 53.780938 244.84668 \n",
       "L 338.50821 244.84668 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_26\"/>\n",
       "     <g id=\"text_14\">\n",
       "      <!-- −60 -->\n",
       "      <defs>\n",
       "       <path d=\"M 33.015625 40.375 \n",
       "Q 26.375 40.375 22.484375 35.828125 \n",
       "Q 18.609375 31.296875 18.609375 23.390625 \n",
       "Q 18.609375 15.53125 22.484375 10.953125 \n",
       "Q 26.375 6.390625 33.015625 6.390625 \n",
       "Q 39.65625 6.390625 43.53125 10.953125 \n",
       "Q 47.40625 15.53125 47.40625 23.390625 \n",
       "Q 47.40625 31.296875 43.53125 35.828125 \n",
       "Q 39.65625 40.375 33.015625 40.375 \n",
       "z\n",
       "M 52.59375 71.296875 \n",
       "L 52.59375 62.3125 \n",
       "Q 48.875 64.0625 45.09375 64.984375 \n",
       "Q 41.3125 65.921875 37.59375 65.921875 \n",
       "Q 27.828125 65.921875 22.671875 59.328125 \n",
       "Q 17.53125 52.734375 16.796875 39.40625 \n",
       "Q 19.671875 43.65625 24.015625 45.921875 \n",
       "Q 28.375 48.1875 33.59375 48.1875 \n",
       "Q 44.578125 48.1875 50.953125 41.515625 \n",
       "Q 57.328125 34.859375 57.328125 23.390625 \n",
       "Q 57.328125 12.15625 50.6875 5.359375 \n",
       "Q 44.046875 -1.421875 33.015625 -1.421875 \n",
       "Q 20.359375 -1.421875 13.671875 8.265625 \n",
       "Q 6.984375 17.96875 6.984375 36.375 \n",
       "Q 6.984375 53.65625 15.1875 63.9375 \n",
       "Q 23.390625 74.21875 37.203125 74.21875 \n",
       "Q 40.921875 74.21875 44.703125 73.484375 \n",
       "Q 48.484375 72.75 52.59375 71.296875 \n",
       "z\n",
       "\" id=\"DejaVuSans-36\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(29.17625 248.645899)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-2212\"/>\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-36\"/>\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_4\">\n",
       "     <g id=\"line2d_27\">\n",
       "      <path clip-path=\"url(#pe00a551688)\" d=\"M 53.780938 180.03112 \n",
       "L 338.50821 180.03112 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_28\"/>\n",
       "     <g id=\"text_15\">\n",
       "      <!-- −40 -->\n",
       "      <defs>\n",
       "       <path d=\"M 37.796875 64.3125 \n",
       "L 12.890625 25.390625 \n",
       "L 37.796875 25.390625 \n",
       "z\n",
       "M 35.203125 72.90625 \n",
       "L 47.609375 72.90625 \n",
       "L 47.609375 25.390625 \n",
       "L 58.015625 25.390625 \n",
       "L 58.015625 17.1875 \n",
       "L 47.609375 17.1875 \n",
       "L 47.609375 0 \n",
       "L 37.796875 0 \n",
       "L 37.796875 17.1875 \n",
       "L 4.890625 17.1875 \n",
       "L 4.890625 26.703125 \n",
       "z\n",
       "\" id=\"DejaVuSans-34\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(29.17625 183.830339)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-2212\"/>\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-34\"/>\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_5\">\n",
       "     <g id=\"line2d_29\">\n",
       "      <path clip-path=\"url(#pe00a551688)\" d=\"M 53.780938 115.21556 \n",
       "L 338.50821 115.21556 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_30\"/>\n",
       "     <g id=\"text_16\">\n",
       "      <!-- −20 -->\n",
       "      <defs>\n",
       "       <path d=\"M 19.1875 8.296875 \n",
       "L 53.609375 8.296875 \n",
       "L 53.609375 0 \n",
       "L 7.328125 0 \n",
       "L 7.328125 8.296875 \n",
       "Q 12.9375 14.109375 22.625 23.890625 \n",
       "Q 32.328125 33.6875 34.8125 36.53125 \n",
       "Q 39.546875 41.84375 41.421875 45.53125 \n",
       "Q 43.3125 49.21875 43.3125 52.78125 \n",
       "Q 43.3125 58.59375 39.234375 62.25 \n",
       "Q 35.15625 65.921875 28.609375 65.921875 \n",
       "Q 23.96875 65.921875 18.8125 64.3125 \n",
       "Q 13.671875 62.703125 7.8125 59.421875 \n",
       "L 7.8125 69.390625 \n",
       "Q 13.765625 71.78125 18.9375 73 \n",
       "Q 24.125 74.21875 28.421875 74.21875 \n",
       "Q 39.75 74.21875 46.484375 68.546875 \n",
       "Q 53.21875 62.890625 53.21875 53.421875 \n",
       "Q 53.21875 48.921875 51.53125 44.890625 \n",
       "Q 49.859375 40.875 45.40625 35.40625 \n",
       "Q 44.1875 33.984375 37.640625 27.21875 \n",
       "Q 31.109375 20.453125 19.1875 8.296875 \n",
       "z\n",
       "\" id=\"DejaVuSans-32\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(29.17625 119.014779)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-2212\"/>\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_6\">\n",
       "     <g id=\"line2d_31\">\n",
       "      <path clip-path=\"url(#pe00a551688)\" d=\"M 53.780938 50.4 \n",
       "L 338.50821 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_32\"/>\n",
       "     <g id=\"text_17\">\n",
       "      <!-- 0 -->\n",
       "      <g transform=\"translate(43.918437 54.199219)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"text_18\">\n",
       "     <!-- % change -->\n",
       "     <defs>\n",
       "      <path d=\"M 72.703125 32.078125 \n",
       "Q 68.453125 32.078125 66.03125 28.46875 \n",
       "Q 63.625 24.859375 63.625 18.40625 \n",
       "Q 63.625 12.0625 66.03125 8.421875 \n",
       "Q 68.453125 4.78125 72.703125 4.78125 \n",
       "Q 76.859375 4.78125 79.265625 8.421875 \n",
       "Q 81.6875 12.0625 81.6875 18.40625 \n",
       "Q 81.6875 24.8125 79.265625 28.4375 \n",
       "Q 76.859375 32.078125 72.703125 32.078125 \n",
       "z\n",
       "M 72.703125 38.28125 \n",
       "Q 80.421875 38.28125 84.953125 32.90625 \n",
       "Q 89.5 27.546875 89.5 18.40625 \n",
       "Q 89.5 9.28125 84.9375 3.921875 \n",
       "Q 80.375 -1.421875 72.703125 -1.421875 \n",
       "Q 64.890625 -1.421875 60.34375 3.921875 \n",
       "Q 55.8125 9.28125 55.8125 18.40625 \n",
       "Q 55.8125 27.59375 60.375 32.9375 \n",
       "Q 64.9375 38.28125 72.703125 38.28125 \n",
       "z\n",
       "M 22.3125 68.015625 \n",
       "Q 18.109375 68.015625 15.6875 64.375 \n",
       "Q 13.28125 60.75 13.28125 54.390625 \n",
       "Q 13.28125 47.953125 15.671875 44.328125 \n",
       "Q 18.0625 40.71875 22.3125 40.71875 \n",
       "Q 26.5625 40.71875 28.96875 44.328125 \n",
       "Q 31.390625 47.953125 31.390625 54.390625 \n",
       "Q 31.390625 60.6875 28.953125 64.34375 \n",
       "Q 26.515625 68.015625 22.3125 68.015625 \n",
       "z\n",
       "M 66.40625 74.21875 \n",
       "L 74.21875 74.21875 \n",
       "L 28.609375 -1.421875 \n",
       "L 20.796875 -1.421875 \n",
       "z\n",
       "M 22.3125 74.21875 \n",
       "Q 30.03125 74.21875 34.609375 68.875 \n",
       "Q 39.203125 63.53125 39.203125 54.390625 \n",
       "Q 39.203125 45.171875 34.640625 39.84375 \n",
       "Q 30.078125 34.515625 22.3125 34.515625 \n",
       "Q 14.546875 34.515625 10.03125 39.859375 \n",
       "Q 5.515625 45.21875 5.515625 54.390625 \n",
       "Q 5.515625 63.484375 10.046875 68.84375 \n",
       "Q 14.59375 74.21875 22.3125 74.21875 \n",
       "z\n",
       "\" id=\"DejaVuSans-25\"/>\n",
       "      <path id=\"DejaVuSans-20\"/>\n",
       "      <path d=\"M 45.40625 27.984375 \n",
       "Q 45.40625 37.75 41.375 43.109375 \n",
       "Q 37.359375 48.484375 30.078125 48.484375 \n",
       "Q 22.859375 48.484375 18.828125 43.109375 \n",
       "Q 14.796875 37.75 14.796875 27.984375 \n",
       "Q 14.796875 18.265625 18.828125 12.890625 \n",
       "Q 22.859375 7.515625 30.078125 7.515625 \n",
       "Q 37.359375 7.515625 41.375 12.890625 \n",
       "Q 45.40625 18.265625 45.40625 27.984375 \n",
       "z\n",
       "M 54.390625 6.78125 \n",
       "Q 54.390625 -7.171875 48.1875 -13.984375 \n",
       "Q 42 -20.796875 29.203125 -20.796875 \n",
       "Q 24.46875 -20.796875 20.265625 -20.09375 \n",
       "Q 16.0625 -19.390625 12.109375 -17.921875 \n",
       "L 12.109375 -9.1875 \n",
       "Q 16.0625 -11.328125 19.921875 -12.34375 \n",
       "Q 23.78125 -13.375 27.78125 -13.375 \n",
       "Q 36.625 -13.375 41.015625 -8.765625 \n",
       "Q 45.40625 -4.15625 45.40625 5.171875 \n",
       "L 45.40625 9.625 \n",
       "Q 42.625 4.78125 38.28125 2.390625 \n",
       "Q 33.9375 0 27.875 0 \n",
       "Q 17.828125 0 11.671875 7.65625 \n",
       "Q 5.515625 15.328125 5.515625 27.984375 \n",
       "Q 5.515625 40.671875 11.671875 48.328125 \n",
       "Q 17.828125 56 27.875 56 \n",
       "Q 33.9375 56 38.28125 53.609375 \n",
       "Q 42.625 51.21875 45.40625 46.390625 \n",
       "L 45.40625 54.6875 \n",
       "L 54.390625 54.6875 \n",
       "z\n",
       "\" id=\"DejaVuSans-67\"/>\n",
       "     </defs>\n",
       "     <g transform=\"translate(16.318125 243.169687)rotate(-90)scale(0.12 -0.12)\">\n",
       "      <use xlink:href=\"#DejaVuSans-25\"/>\n",
       "      <use x=\"95.019531\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "      <use x=\"126.806641\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "      <use x=\"181.787109\" xlink:href=\"#DejaVuSans-68\"/>\n",
       "      <use x=\"245.166016\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "      <use x=\"306.445312\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      <use x=\"369.824219\" xlink:href=\"#DejaVuSans-67\"/>\n",
       "      <use x=\"433.300781\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"patch_3\">\n",
       "    <path clip-path=\"url(#pe00a551688)\" d=\"M 60.899119 50.4 \n",
       "L 75.135483 50.4 \n",
       "L 75.135483 361.028571 \n",
       "L 60.899119 361.028571 \n",
       "z\n",
       "\" style=\"fill:#8b0000;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_4\">\n",
       "    <path clip-path=\"url(#pe00a551688)\" d=\"M 89.371847 50.4 \n",
       "L 103.60821 50.4 \n",
       "L 103.60821 355.746103 \n",
       "L 89.371847 355.746103 \n",
       "z\n",
       "\" style=\"fill:#8b0000;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_5\">\n",
       "    <path clip-path=\"url(#pe00a551688)\" d=\"M 117.844574 50.4 \n",
       "L 132.080938 50.4 \n",
       "L 132.080938 354.806278 \n",
       "L 117.844574 354.806278 \n",
       "z\n",
       "\" style=\"fill:#8b0000;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_6\">\n",
       "    <path clip-path=\"url(#pe00a551688)\" d=\"M 146.317301 50.4 \n",
       "L 160.553665 50.4 \n",
       "L 160.553665 306.486278 \n",
       "L 146.317301 306.486278 \n",
       "z\n",
       "\" style=\"fill:#8b0000;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_7\">\n",
       "    <path clip-path=\"url(#pe00a551688)\" d=\"M 174.790028 50.4 \n",
       "L 189.026392 50.4 \n",
       "L 189.026392 298.481556 \n",
       "L 174.790028 298.481556 \n",
       "z\n",
       "\" style=\"fill:#8b0000;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_8\">\n",
       "    <path clip-path=\"url(#pe00a551688)\" d=\"M 203.262756 50.4 \n",
       "L 217.499119 50.4 \n",
       "L 217.499119 291.41666 \n",
       "L 203.262756 291.41666 \n",
       "z\n",
       "\" style=\"fill:#8b0000;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_9\">\n",
       "    <path clip-path=\"url(#pe00a551688)\" d=\"M 231.735483 50.4 \n",
       "L 245.971847 50.4 \n",
       "L 245.971847 272.58774 \n",
       "L 231.735483 272.58774 \n",
       "z\n",
       "\" style=\"fill:#8b0000;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_10\">\n",
       "    <path clip-path=\"url(#pe00a551688)\" d=\"M 260.20821 50.4 \n",
       "L 274.444574 50.4 \n",
       "L 274.444574 256.999598 \n",
       "L 260.20821 256.999598 \n",
       "z\n",
       "\" style=\"fill:#8b0000;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_11\">\n",
       "    <path clip-path=\"url(#pe00a551688)\" d=\"M 288.680938 50.4 \n",
       "L 302.917301 50.4 \n",
       "L 302.917301 249.383769 \n",
       "L 288.680938 249.383769 \n",
       "z\n",
       "\" style=\"fill:#8b0000;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_12\">\n",
       "    <path clip-path=\"url(#pe00a551688)\" d=\"M 317.153665 50.4 \n",
       "L 331.390028 50.4 \n",
       "L 331.390028 241.249416 \n",
       "L 317.153665 241.249416 \n",
       "z\n",
       "\" style=\"fill:#8b0000;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_13\">\n",
       "    <path d=\"M 53.780938 376.56 \n",
       "L 53.780938 50.4 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_14\">\n",
       "    <path d=\"M 338.50821 376.56 \n",
       "L 338.50821 50.4 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_15\">\n",
       "    <path d=\"M 53.780938 376.56 \n",
       "L 338.50821 376.56 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_16\">\n",
       "    <path d=\"M 53.780938 50.4 \n",
       "L 338.50821 50.4 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "  </g>\n",
       "  <g id=\"axes_2\">\n",
       "   <g id=\"patch_17\">\n",
       "    <path d=\"M 395.453665 376.56 \n",
       "L 680.180938 376.56 \n",
       "L 680.180938 50.4 \n",
       "L 395.453665 50.4 \n",
       "z\n",
       "\" style=\"fill:#f0f0f0;\"/>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_3\">\n",
       "    <g id=\"xtick_11\">\n",
       "     <g id=\"line2d_33\">\n",
       "      <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 409.690028 376.56 \n",
       "L 409.690028 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_34\"/>\n",
       "     <g id=\"text_19\">\n",
       "      <!-- britcoin -->\n",
       "      <g transform=\"translate(412.449403 417.950625)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-62\"/>\n",
       "       <use x=\"63.476562\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"104.589844\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"132.373047\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"171.582031\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"226.5625\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"287.744141\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"315.527344\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_12\">\n",
       "     <g id=\"line2d_35\">\n",
       "      <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 438.162756 376.56 \n",
       "L 438.162756 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_36\"/>\n",
       "     <g id=\"text_20\">\n",
       "      <!-- coexistcoin -->\n",
       "      <defs>\n",
       "       <path d=\"M 54.890625 54.6875 \n",
       "L 35.109375 28.078125 \n",
       "L 55.90625 0 \n",
       "L 45.3125 0 \n",
       "L 29.390625 21.484375 \n",
       "L 13.484375 0 \n",
       "L 2.875 0 \n",
       "L 24.125 28.609375 \n",
       "L 4.6875 54.6875 \n",
       "L 15.28125 54.6875 \n",
       "L 29.78125 35.203125 \n",
       "L 44.28125 54.6875 \n",
       "z\n",
       "\" id=\"DejaVuSans-78\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(440.922131 436.388125)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"54.980469\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"116.162109\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"177.669922\" xlink:href=\"#DejaVuSans-78\"/>\n",
       "       <use x=\"236.849609\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"264.632812\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "       <use x=\"316.732422\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"355.941406\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"410.921875\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"472.103516\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"499.886719\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_13\">\n",
       "     <g id=\"line2d_37\">\n",
       "      <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 466.635483 376.56 \n",
       "L 466.635483 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_38\"/>\n",
       "     <g id=\"text_21\">\n",
       "      <!-- coimatic-2 -->\n",
       "      <defs>\n",
       "       <path d=\"M 52 44.1875 \n",
       "Q 55.375 50.25 60.0625 53.125 \n",
       "Q 64.75 56 71.09375 56 \n",
       "Q 79.640625 56 84.28125 50.015625 \n",
       "Q 88.921875 44.046875 88.921875 33.015625 \n",
       "L 88.921875 0 \n",
       "L 79.890625 0 \n",
       "L 79.890625 32.71875 \n",
       "Q 79.890625 40.578125 77.09375 44.375 \n",
       "Q 74.3125 48.1875 68.609375 48.1875 \n",
       "Q 61.625 48.1875 57.5625 43.546875 \n",
       "Q 53.515625 38.921875 53.515625 30.90625 \n",
       "L 53.515625 0 \n",
       "L 44.484375 0 \n",
       "L 44.484375 32.71875 \n",
       "Q 44.484375 40.625 41.703125 44.40625 \n",
       "Q 38.921875 48.1875 33.109375 48.1875 \n",
       "Q 26.21875 48.1875 22.15625 43.53125 \n",
       "Q 18.109375 38.875 18.109375 30.90625 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 54.6875 \n",
       "L 18.109375 54.6875 \n",
       "L 18.109375 46.1875 \n",
       "Q 21.1875 51.21875 25.484375 53.609375 \n",
       "Q 29.78125 56 35.6875 56 \n",
       "Q 41.65625 56 45.828125 52.96875 \n",
       "Q 50 49.953125 52 44.1875 \n",
       "z\n",
       "\" id=\"DejaVuSans-6d\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(469.394858 432.49125)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"54.980469\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"116.162109\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"143.945312\" xlink:href=\"#DejaVuSans-6d\"/>\n",
       "       <use x=\"241.357422\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"302.636719\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"341.845703\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"369.628906\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"424.609375\" xlink:href=\"#DejaVuSans-2d\"/>\n",
       "       <use x=\"460.693359\" xlink:href=\"#DejaVuSans-32\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_14\">\n",
       "     <g id=\"line2d_39\">\n",
       "      <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 495.10821 376.56 \n",
       "L 495.10821 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_40\"/>\n",
       "     <g id=\"text_22\">\n",
       "      <!-- comet -->\n",
       "      <g transform=\"translate(497.867585 411.49125)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"54.980469\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"116.162109\" xlink:href=\"#DejaVuSans-6d\"/>\n",
       "       <use x=\"213.574219\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"275.097656\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_15\">\n",
       "     <g id=\"line2d_41\">\n",
       "      <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 523.580938 376.56 \n",
       "L 523.580938 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_42\"/>\n",
       "     <g id=\"text_23\">\n",
       "      <!-- asiacoin -->\n",
       "      <g transform=\"translate(526.340313 421.036562)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"61.279297\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "       <use x=\"113.378906\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"141.162109\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"202.441406\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"257.421875\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"318.603516\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"346.386719\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_16\">\n",
       "     <g id=\"line2d_43\">\n",
       "      <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 552.053665 376.56 \n",
       "L 552.053665 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_44\"/>\n",
       "     <g id=\"text_24\">\n",
       "      <!-- eaglecoin -->\n",
       "      <g transform=\"translate(554.81304 428.35375)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"61.523438\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"122.802734\" xlink:href=\"#DejaVuSans-67\"/>\n",
       "       <use x=\"186.279297\" xlink:href=\"#DejaVuSans-6c\"/>\n",
       "       <use x=\"214.0625\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"275.585938\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"330.566406\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"391.748047\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"419.53125\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_17\">\n",
       "     <g id=\"line2d_45\">\n",
       "      <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 580.526392 376.56 \n",
       "L 580.526392 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_46\"/>\n",
       "     <g id=\"text_25\">\n",
       "      <!-- beatcoin -->\n",
       "      <g transform=\"translate(583.285767 423.342812)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-62\"/>\n",
       "       <use x=\"63.476562\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"125\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"186.279297\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"225.488281\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"280.46875\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"341.650391\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"369.433594\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_18\">\n",
       "     <g id=\"line2d_47\">\n",
       "      <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 608.999119 376.56 \n",
       "L 608.999119 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_48\"/>\n",
       "     <g id=\"text_26\">\n",
       "      <!-- bitzeny -->\n",
       "      <defs>\n",
       "       <path d=\"M 5.515625 54.6875 \n",
       "L 48.1875 54.6875 \n",
       "L 48.1875 46.484375 \n",
       "L 14.40625 7.171875 \n",
       "L 48.1875 7.171875 \n",
       "L 48.1875 0 \n",
       "L 4.296875 0 \n",
       "L 4.296875 8.203125 \n",
       "L 38.09375 47.515625 \n",
       "L 5.515625 47.515625 \n",
       "z\n",
       "\" id=\"DejaVuSans-7a\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(611.758494 416.764687)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-62\"/>\n",
       "       <use x=\"63.476562\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"91.259766\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"130.46875\" xlink:href=\"#DejaVuSans-7a\"/>\n",
       "       <use x=\"182.958984\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"244.482422\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "       <use x=\"307.861328\" xlink:href=\"#DejaVuSans-79\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_19\">\n",
       "     <g id=\"line2d_49\">\n",
       "      <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 637.471847 376.56 \n",
       "L 637.471847 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_50\"/>\n",
       "     <g id=\"text_27\">\n",
       "      <!-- cashcoin -->\n",
       "      <g transform=\"translate(640.231222 423.96625)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"54.980469\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"116.259766\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "       <use x=\"168.359375\" xlink:href=\"#DejaVuSans-68\"/>\n",
       "       <use x=\"231.738281\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"286.71875\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"347.900391\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"375.683594\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_20\">\n",
       "     <g id=\"line2d_51\">\n",
       "      <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 665.944574 376.56 \n",
       "L 665.944574 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_52\"/>\n",
       "     <g id=\"text_28\">\n",
       "      <!-- fedoracoin -->\n",
       "      <g transform=\"translate(668.703949 433.1725)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-66\"/>\n",
       "       <use x=\"35.205078\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"96.728516\" xlink:href=\"#DejaVuSans-64\"/>\n",
       "       <use x=\"160.205078\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"221.386719\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"262.5\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"323.779297\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"378.759766\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"439.941406\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"467.724609\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"text_29\">\n",
       "     <!-- id -->\n",
       "     <g transform=\"translate(532.341364 449.50625)scale(0.12 -0.12)\">\n",
       "      <use xlink:href=\"#DejaVuSans-69\"/>\n",
       "      <use x=\"27.783203\" xlink:href=\"#DejaVuSans-64\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_4\">\n",
       "    <g id=\"ytick_7\">\n",
       "     <g id=\"line2d_53\">\n",
       "      <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 395.453665 376.56 \n",
       "L 680.180938 376.56 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_54\"/>\n",
       "     <g id=\"text_30\">\n",
       "      <!-- 0 -->\n",
       "      <g transform=\"translate(385.591165 380.359219)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_8\">\n",
       "     <g id=\"line2d_55\">\n",
       "      <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 395.453665 339.270103 \n",
       "L 680.180938 339.270103 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_56\"/>\n",
       "     <g id=\"text_31\">\n",
       "      <!-- 100 -->\n",
       "      <g transform=\"translate(372.866165 343.069322)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_9\">\n",
       "     <g id=\"line2d_57\">\n",
       "      <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 395.453665 301.980206 \n",
       "L 680.180938 301.980206 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_58\"/>\n",
       "     <g id=\"text_32\">\n",
       "      <!-- 200 -->\n",
       "      <g transform=\"translate(372.866165 305.779425)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_10\">\n",
       "     <g id=\"line2d_59\">\n",
       "      <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 395.453665 264.690309 \n",
       "L 680.180938 264.690309 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_60\"/>\n",
       "     <g id=\"text_33\">\n",
       "      <!-- 300 -->\n",
       "      <defs>\n",
       "       <path d=\"M 40.578125 39.3125 \n",
       "Q 47.65625 37.796875 51.625 33 \n",
       "Q 55.609375 28.21875 55.609375 21.1875 \n",
       "Q 55.609375 10.40625 48.1875 4.484375 \n",
       "Q 40.765625 -1.421875 27.09375 -1.421875 \n",
       "Q 22.515625 -1.421875 17.65625 -0.515625 \n",
       "Q 12.796875 0.390625 7.625 2.203125 \n",
       "L 7.625 11.71875 \n",
       "Q 11.71875 9.328125 16.59375 8.109375 \n",
       "Q 21.484375 6.890625 26.8125 6.890625 \n",
       "Q 36.078125 6.890625 40.9375 10.546875 \n",
       "Q 45.796875 14.203125 45.796875 21.1875 \n",
       "Q 45.796875 27.640625 41.28125 31.265625 \n",
       "Q 36.765625 34.90625 28.71875 34.90625 \n",
       "L 20.21875 34.90625 \n",
       "L 20.21875 43.015625 \n",
       "L 29.109375 43.015625 \n",
       "Q 36.375 43.015625 40.234375 45.921875 \n",
       "Q 44.09375 48.828125 44.09375 54.296875 \n",
       "Q 44.09375 59.90625 40.109375 62.90625 \n",
       "Q 36.140625 65.921875 28.71875 65.921875 \n",
       "Q 24.65625 65.921875 20.015625 65.03125 \n",
       "Q 15.375 64.15625 9.8125 62.3125 \n",
       "L 9.8125 71.09375 \n",
       "Q 15.4375 72.65625 20.34375 73.4375 \n",
       "Q 25.25 74.21875 29.59375 74.21875 \n",
       "Q 40.828125 74.21875 47.359375 69.109375 \n",
       "Q 53.90625 64.015625 53.90625 55.328125 \n",
       "Q 53.90625 49.265625 50.4375 45.09375 \n",
       "Q 46.96875 40.921875 40.578125 39.3125 \n",
       "z\n",
       "\" id=\"DejaVuSans-33\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(372.866165 268.489528)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-33\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_11\">\n",
       "     <g id=\"line2d_61\">\n",
       "      <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 395.453665 227.400412 \n",
       "L 680.180938 227.400412 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_62\"/>\n",
       "     <g id=\"text_34\">\n",
       "      <!-- 400 -->\n",
       "      <g transform=\"translate(372.866165 231.199631)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-34\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_12\">\n",
       "     <g id=\"line2d_63\">\n",
       "      <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 395.453665 190.110515 \n",
       "L 680.180938 190.110515 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_64\"/>\n",
       "     <g id=\"text_35\">\n",
       "      <!-- 500 -->\n",
       "      <defs>\n",
       "       <path d=\"M 10.796875 72.90625 \n",
       "L 49.515625 72.90625 \n",
       "L 49.515625 64.59375 \n",
       "L 19.828125 64.59375 \n",
       "L 19.828125 46.734375 \n",
       "Q 21.96875 47.46875 24.109375 47.828125 \n",
       "Q 26.265625 48.1875 28.421875 48.1875 \n",
       "Q 40.625 48.1875 47.75 41.5 \n",
       "Q 54.890625 34.8125 54.890625 23.390625 \n",
       "Q 54.890625 11.625 47.5625 5.09375 \n",
       "Q 40.234375 -1.421875 26.90625 -1.421875 \n",
       "Q 22.3125 -1.421875 17.546875 -0.640625 \n",
       "Q 12.796875 0.140625 7.71875 1.703125 \n",
       "L 7.71875 11.625 \n",
       "Q 12.109375 9.234375 16.796875 8.0625 \n",
       "Q 21.484375 6.890625 26.703125 6.890625 \n",
       "Q 35.15625 6.890625 40.078125 11.328125 \n",
       "Q 45.015625 15.765625 45.015625 23.390625 \n",
       "Q 45.015625 31 40.078125 35.4375 \n",
       "Q 35.15625 39.890625 26.703125 39.890625 \n",
       "Q 22.75 39.890625 18.8125 39.015625 \n",
       "Q 14.890625 38.140625 10.796875 36.28125 \n",
       "z\n",
       "\" id=\"DejaVuSans-35\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(372.866165 193.909733)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-35\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_13\">\n",
       "     <g id=\"line2d_65\">\n",
       "      <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 395.453665 152.820618 \n",
       "L 680.180938 152.820618 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_66\"/>\n",
       "     <g id=\"text_36\">\n",
       "      <!-- 600 -->\n",
       "      <g transform=\"translate(372.866165 156.619836)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-36\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_14\">\n",
       "     <g id=\"line2d_67\">\n",
       "      <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 395.453665 115.530721 \n",
       "L 680.180938 115.530721 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_68\"/>\n",
       "     <g id=\"text_37\">\n",
       "      <!-- 700 -->\n",
       "      <defs>\n",
       "       <path d=\"M 8.203125 72.90625 \n",
       "L 55.078125 72.90625 \n",
       "L 55.078125 68.703125 \n",
       "L 28.609375 0 \n",
       "L 18.3125 0 \n",
       "L 43.21875 64.59375 \n",
       "L 8.203125 64.59375 \n",
       "z\n",
       "\" id=\"DejaVuSans-37\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(372.866165 119.329939)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-37\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_15\">\n",
       "     <g id=\"line2d_69\">\n",
       "      <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 395.453665 78.240824 \n",
       "L 680.180938 78.240824 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_70\"/>\n",
       "     <g id=\"text_38\">\n",
       "      <!-- 800 -->\n",
       "      <g transform=\"translate(372.866165 82.040042)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-38\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"patch_18\">\n",
       "    <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 402.571847 376.56 \n",
       "L 416.80821 376.56 \n",
       "L 416.80821 293.287931 \n",
       "L 402.571847 293.287931 \n",
       "z\n",
       "\" style=\"fill:#00008b;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_19\">\n",
       "    <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 431.044574 376.56 \n",
       "L 445.280938 376.56 \n",
       "L 445.280938 290.468815 \n",
       "L 431.044574 290.468815 \n",
       "z\n",
       "\" style=\"fill:#00008b;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_20\">\n",
       "    <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 459.517301 376.56 \n",
       "L 473.753665 376.56 \n",
       "L 473.753665 285.475697 \n",
       "L 459.517301 285.475697 \n",
       "z\n",
       "\" style=\"fill:#00008b;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_21\">\n",
       "    <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 487.990028 376.56 \n",
       "L 502.226392 376.56 \n",
       "L 502.226392 282.563357 \n",
       "L 487.990028 282.563357 \n",
       "z\n",
       "\" style=\"fill:#00008b;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_22\">\n",
       "    <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 516.462756 376.56 \n",
       "L 530.699119 376.56 \n",
       "L 530.699119 276.921395 \n",
       "L 516.462756 276.921395 \n",
       "z\n",
       "\" style=\"fill:#00008b;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_23\">\n",
       "    <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 544.935483 376.56 \n",
       "L 559.171847 376.56 \n",
       "L 559.171847 274.945031 \n",
       "L 544.935483 274.945031 \n",
       "z\n",
       "\" style=\"fill:#00008b;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_24\">\n",
       "    <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 573.40821 376.56 \n",
       "L 587.644574 376.56 \n",
       "L 587.644574 266.372083 \n",
       "L 573.40821 266.372083 \n",
       "z\n",
       "\" style=\"fill:#00008b;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_25\">\n",
       "    <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 601.880938 376.56 \n",
       "L 616.117301 376.56 \n",
       "L 616.117301 221.419112 \n",
       "L 601.880938 221.419112 \n",
       "z\n",
       "\" style=\"fill:#00008b;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_26\">\n",
       "    <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 630.353665 376.56 \n",
       "L 644.590028 376.56 \n",
       "L 644.590028 205.824477 \n",
       "L 630.353665 205.824477 \n",
       "z\n",
       "\" style=\"fill:#00008b;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_27\">\n",
       "    <path clip-path=\"url(#p80e5b9cd41)\" d=\"M 658.826392 376.56 \n",
       "L 673.062756 376.56 \n",
       "L 673.062756 65.931429 \n",
       "L 658.826392 65.931429 \n",
       "z\n",
       "\" style=\"fill:#00008b;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_28\">\n",
       "    <path d=\"M 395.453665 376.56 \n",
       "L 395.453665 50.4 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_29\">\n",
       "    <path d=\"M 680.180938 376.56 \n",
       "L 680.180938 50.4 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_30\">\n",
       "    <path d=\"M 395.453665 376.56 \n",
       "L 680.180938 376.56 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_31\">\n",
       "    <path d=\"M 395.453665 50.4 \n",
       "L 680.180938 50.4 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "  </g>\n",
       "  <g id=\"text_39\">\n",
       "   <!-- 24 hours top losers and winners -->\n",
       "   <g transform=\"translate(259.811563 16.318125)scale(0.12 -0.12)\">\n",
       "    <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "    <use x=\"63.623047\" xlink:href=\"#DejaVuSans-34\"/>\n",
       "    <use x=\"127.246094\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "    <use x=\"159.033203\" xlink:href=\"#DejaVuSans-68\"/>\n",
       "    <use x=\"222.412109\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "    <use x=\"283.59375\" xlink:href=\"#DejaVuSans-75\"/>\n",
       "    <use x=\"346.972656\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "    <use x=\"388.085938\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "    <use x=\"440.185547\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "    <use x=\"471.972656\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "    <use x=\"511.181641\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "    <use x=\"572.363281\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "    <use x=\"635.839844\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "    <use x=\"667.626953\" xlink:href=\"#DejaVuSans-6c\"/>\n",
       "    <use x=\"695.410156\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "    <use x=\"756.591797\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "    <use x=\"808.691406\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "    <use x=\"870.214844\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "    <use x=\"911.328125\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "    <use x=\"963.427734\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "    <use x=\"995.214844\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "    <use x=\"1056.494141\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "    <use x=\"1119.873047\" xlink:href=\"#DejaVuSans-64\"/>\n",
       "    <use x=\"1183.349609\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "    <use x=\"1215.136719\" xlink:href=\"#DejaVuSans-77\"/>\n",
       "    <use x=\"1296.923828\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "    <use x=\"1324.707031\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "    <use x=\"1388.085938\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "    <use x=\"1451.464844\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "    <use x=\"1512.988281\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "    <use x=\"1554.101562\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "   </g>\n",
       "  </g>\n",
       " </g>\n",
       " <defs>\n",
       "  <clipPath id=\"pe00a551688\">\n",
       "   <rect height=\"326.16\" width=\"284.727273\" x=\"53.780938\" y=\"50.4\"/>\n",
       "  </clipPath>\n",
       "  <clipPath id=\"p80e5b9cd41\">\n",
       "   <rect height=\"326.16\" width=\"284.727273\" x=\"395.453665\" y=\"50.4\"/>\n",
       "  </clipPath>\n",
       " </defs>\n",
       "</svg>\n"
      ],
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fd6a4780278>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#Defining a function with 2 parameters, the series to plot and the title\n",
    "def top10_subplot(volatility_series, title):\n",
    "    # Making the subplot and the figure for two side by side plots\n",
    "    fig, axes = plt.subplots(nrows=1, ncols=2, figsize=(10, 6))\n",
    "    \n",
    "    # Plotting with pandas the barchart for the top 10 losers\n",
    "    ax = volatility_series[:10].plot.bar(color=\"darkred\", ax=axes[0])\n",
    "    \n",
    "    # Setting the figure's main title to the text passed as parameter\n",
    "    fig.suptitle(title)\n",
    "    \n",
    "    # Setting the ylabel to '% change'\n",
    "    ax.set_ylabel('% change')\n",
    "    \n",
    "    # Same as above, but for the top 10 winners\n",
    "    ax = volatility_series[-10:].plot.bar(color=\"darkblue\", ax=axes[1])\n",
    "    \n",
    "    # Returning this for good practice, might use later\n",
    "    return fig, ax\n",
    "\n",
    "DTITLE = \"24 hours top losers and winners\"\n",
    "\n",
    "# Calling the function above with the 24 hours period series and title DTITLE  \n",
    "fig, ax = top10_subplot(volatility['percent_change_24h'], DTITLE)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "dc": {
     "key": "53"
    },
    "deletable": false,
    "editable": false,
    "run_control": {
     "frozen": true
    },
    "tags": [
     "context"
    ]
   },
   "source": [
    "## 8. Ok, those are... interesting. Let's check the weekly Series too.\n",
    "<p>800% daily increase?! Why are we doing this tutorial and not buying random coins?<sup>1</sup></p>\n",
    "<p>After calming down, let's reuse the function defined above to see what is going weekly instead of daily.</p>\n",
    "<p><em><sup>1</sup> Please take a moment to understand the implications of the red plots on how much value some cryptocurrencies lose in such short periods of time</em></p>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "dc": {
     "key": "53"
    },
    "tags": [
     "sample_code"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
       "<!-- Created with matplotlib (http://matplotlib.org/) -->\n",
       "<svg height=\"554pt\" version=\"1.1\" viewBox=\"0 0 687 554\" width=\"687pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
       " <defs>\n",
       "  <style type=\"text/css\">\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\n",
       "  </style>\n",
       " </defs>\n",
       " <g id=\"figure_1\">\n",
       "  <g id=\"patch_1\">\n",
       "   <path d=\"M -0 554.306563 \n",
       "L 687.380938 554.306563 \n",
       "L 687.380938 0 \n",
       "L -0 0 \n",
       "z\n",
       "\" style=\"fill:none;\"/>\n",
       "  </g>\n",
       "  <g id=\"axes_1\">\n",
       "   <g id=\"patch_2\">\n",
       "    <path d=\"M 53.780938 376.56 \n",
       "L 338.50821 376.56 \n",
       "L 338.50821 50.4 \n",
       "L 53.780938 50.4 \n",
       "z\n",
       "\" style=\"fill:#f0f0f0;\"/>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_1\">\n",
       "    <g id=\"xtick_1\">\n",
       "     <g id=\"line2d_1\">\n",
       "      <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 68.017301 376.56 \n",
       "L 68.017301 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_2\"/>\n",
       "     <g id=\"text_1\">\n",
       "      <!-- royalties -->\n",
       "      <defs>\n",
       "       <path d=\"M 41.109375 46.296875 \n",
       "Q 39.59375 47.171875 37.8125 47.578125 \n",
       "Q 36.03125 48 33.890625 48 \n",
       "Q 26.265625 48 22.1875 43.046875 \n",
       "Q 18.109375 38.09375 18.109375 28.8125 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 54.6875 \n",
       "L 18.109375 54.6875 \n",
       "L 18.109375 46.1875 \n",
       "Q 20.953125 51.171875 25.484375 53.578125 \n",
       "Q 30.03125 56 36.53125 56 \n",
       "Q 37.453125 56 38.578125 55.875 \n",
       "Q 39.703125 55.765625 41.0625 55.515625 \n",
       "z\n",
       "\" id=\"DejaVuSans-72\"/>\n",
       "       <path d=\"M 30.609375 48.390625 \n",
       "Q 23.390625 48.390625 19.1875 42.75 \n",
       "Q 14.984375 37.109375 14.984375 27.296875 \n",
       "Q 14.984375 17.484375 19.15625 11.84375 \n",
       "Q 23.34375 6.203125 30.609375 6.203125 \n",
       "Q 37.796875 6.203125 41.984375 11.859375 \n",
       "Q 46.1875 17.53125 46.1875 27.296875 \n",
       "Q 46.1875 37.015625 41.984375 42.703125 \n",
       "Q 37.796875 48.390625 30.609375 48.390625 \n",
       "z\n",
       "M 30.609375 56 \n",
       "Q 42.328125 56 49.015625 48.375 \n",
       "Q 55.71875 40.765625 55.71875 27.296875 \n",
       "Q 55.71875 13.875 49.015625 6.21875 \n",
       "Q 42.328125 -1.421875 30.609375 -1.421875 \n",
       "Q 18.84375 -1.421875 12.171875 6.21875 \n",
       "Q 5.515625 13.875 5.515625 27.296875 \n",
       "Q 5.515625 40.765625 12.171875 48.375 \n",
       "Q 18.84375 56 30.609375 56 \n",
       "z\n",
       "\" id=\"DejaVuSans-6f\"/>\n",
       "       <path d=\"M 32.171875 -5.078125 \n",
       "Q 28.375 -14.84375 24.75 -17.8125 \n",
       "Q 21.140625 -20.796875 15.09375 -20.796875 \n",
       "L 7.90625 -20.796875 \n",
       "L 7.90625 -13.28125 \n",
       "L 13.1875 -13.28125 \n",
       "Q 16.890625 -13.28125 18.9375 -11.515625 \n",
       "Q 21 -9.765625 23.484375 -3.21875 \n",
       "L 25.09375 0.875 \n",
       "L 2.984375 54.6875 \n",
       "L 12.5 54.6875 \n",
       "L 29.59375 11.921875 \n",
       "L 46.6875 54.6875 \n",
       "L 56.203125 54.6875 \n",
       "z\n",
       "\" id=\"DejaVuSans-79\"/>\n",
       "       <path d=\"M 34.28125 27.484375 \n",
       "Q 23.390625 27.484375 19.1875 25 \n",
       "Q 14.984375 22.515625 14.984375 16.5 \n",
       "Q 14.984375 11.71875 18.140625 8.90625 \n",
       "Q 21.296875 6.109375 26.703125 6.109375 \n",
       "Q 34.1875 6.109375 38.703125 11.40625 \n",
       "Q 43.21875 16.703125 43.21875 25.484375 \n",
       "L 43.21875 27.484375 \n",
       "z\n",
       "M 52.203125 31.203125 \n",
       "L 52.203125 0 \n",
       "L 43.21875 0 \n",
       "L 43.21875 8.296875 \n",
       "Q 40.140625 3.328125 35.546875 0.953125 \n",
       "Q 30.953125 -1.421875 24.3125 -1.421875 \n",
       "Q 15.921875 -1.421875 10.953125 3.296875 \n",
       "Q 6 8.015625 6 15.921875 \n",
       "Q 6 25.140625 12.171875 29.828125 \n",
       "Q 18.359375 34.515625 30.609375 34.515625 \n",
       "L 43.21875 34.515625 \n",
       "L 43.21875 35.40625 \n",
       "Q 43.21875 41.609375 39.140625 45 \n",
       "Q 35.0625 48.390625 27.6875 48.390625 \n",
       "Q 23 48.390625 18.546875 47.265625 \n",
       "Q 14.109375 46.140625 10.015625 43.890625 \n",
       "L 10.015625 52.203125 \n",
       "Q 14.9375 54.109375 19.578125 55.046875 \n",
       "Q 24.21875 56 28.609375 56 \n",
       "Q 40.484375 56 46.34375 49.84375 \n",
       "Q 52.203125 43.703125 52.203125 31.203125 \n",
       "z\n",
       "\" id=\"DejaVuSans-61\"/>\n",
       "       <path d=\"M 9.421875 75.984375 \n",
       "L 18.40625 75.984375 \n",
       "L 18.40625 0 \n",
       "L 9.421875 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-6c\"/>\n",
       "       <path d=\"M 18.3125 70.21875 \n",
       "L 18.3125 54.6875 \n",
       "L 36.8125 54.6875 \n",
       "L 36.8125 47.703125 \n",
       "L 18.3125 47.703125 \n",
       "L 18.3125 18.015625 \n",
       "Q 18.3125 11.328125 20.140625 9.421875 \n",
       "Q 21.96875 7.515625 27.59375 7.515625 \n",
       "L 36.8125 7.515625 \n",
       "L 36.8125 0 \n",
       "L 27.59375 0 \n",
       "Q 17.1875 0 13.234375 3.875 \n",
       "Q 9.28125 7.765625 9.28125 18.015625 \n",
       "L 9.28125 47.703125 \n",
       "L 2.6875 47.703125 \n",
       "L 2.6875 54.6875 \n",
       "L 9.28125 54.6875 \n",
       "L 9.28125 70.21875 \n",
       "z\n",
       "\" id=\"DejaVuSans-74\"/>\n",
       "       <path d=\"M 9.421875 54.6875 \n",
       "L 18.40625 54.6875 \n",
       "L 18.40625 0 \n",
       "L 9.421875 0 \n",
       "z\n",
       "M 9.421875 75.984375 \n",
       "L 18.40625 75.984375 \n",
       "L 18.40625 64.59375 \n",
       "L 9.421875 64.59375 \n",
       "z\n",
       "\" id=\"DejaVuSans-69\"/>\n",
       "       <path d=\"M 56.203125 29.59375 \n",
       "L 56.203125 25.203125 \n",
       "L 14.890625 25.203125 \n",
       "Q 15.484375 15.921875 20.484375 11.0625 \n",
       "Q 25.484375 6.203125 34.421875 6.203125 \n",
       "Q 39.59375 6.203125 44.453125 7.46875 \n",
       "Q 49.3125 8.734375 54.109375 11.28125 \n",
       "L 54.109375 2.78125 \n",
       "Q 49.265625 0.734375 44.1875 -0.34375 \n",
       "Q 39.109375 -1.421875 33.890625 -1.421875 \n",
       "Q 20.796875 -1.421875 13.15625 6.1875 \n",
       "Q 5.515625 13.8125 5.515625 26.8125 \n",
       "Q 5.515625 40.234375 12.765625 48.109375 \n",
       "Q 20.015625 56 32.328125 56 \n",
       "Q 43.359375 56 49.78125 48.890625 \n",
       "Q 56.203125 41.796875 56.203125 29.59375 \n",
       "z\n",
       "M 47.21875 32.234375 \n",
       "Q 47.125 39.59375 43.09375 43.984375 \n",
       "Q 39.0625 48.390625 32.421875 48.390625 \n",
       "Q 24.90625 48.390625 20.390625 44.140625 \n",
       "Q 15.875 39.890625 15.1875 32.171875 \n",
       "z\n",
       "\" id=\"DejaVuSans-65\"/>\n",
       "       <path d=\"M 44.28125 53.078125 \n",
       "L 44.28125 44.578125 \n",
       "Q 40.484375 46.53125 36.375 47.5 \n",
       "Q 32.28125 48.484375 27.875 48.484375 \n",
       "Q 21.1875 48.484375 17.84375 46.4375 \n",
       "Q 14.5 44.390625 14.5 40.28125 \n",
       "Q 14.5 37.15625 16.890625 35.375 \n",
       "Q 19.28125 33.59375 26.515625 31.984375 \n",
       "L 29.59375 31.296875 \n",
       "Q 39.15625 29.25 43.1875 25.515625 \n",
       "Q 47.21875 21.78125 47.21875 15.09375 \n",
       "Q 47.21875 7.46875 41.1875 3.015625 \n",
       "Q 35.15625 -1.421875 24.609375 -1.421875 \n",
       "Q 20.21875 -1.421875 15.453125 -0.5625 \n",
       "Q 10.6875 0.296875 5.421875 2 \n",
       "L 5.421875 11.28125 \n",
       "Q 10.40625 8.6875 15.234375 7.390625 \n",
       "Q 20.0625 6.109375 24.8125 6.109375 \n",
       "Q 31.15625 6.109375 34.5625 8.28125 \n",
       "Q 37.984375 10.453125 37.984375 14.40625 \n",
       "Q 37.984375 18.0625 35.515625 20.015625 \n",
       "Q 33.0625 21.96875 24.703125 23.78125 \n",
       "L 21.578125 24.515625 \n",
       "Q 13.234375 26.265625 9.515625 29.90625 \n",
       "Q 5.8125 33.546875 5.8125 39.890625 \n",
       "Q 5.8125 47.609375 11.28125 51.796875 \n",
       "Q 16.75 56 26.8125 56 \n",
       "Q 31.78125 56 36.171875 55.265625 \n",
       "Q 40.578125 54.546875 44.28125 53.078125 \n",
       "z\n",
       "\" id=\"DejaVuSans-73\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(70.776676 423.1725)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"41.082031\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"102.263672\" xlink:href=\"#DejaVuSans-79\"/>\n",
       "       <use x=\"161.443359\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"222.722656\" xlink:href=\"#DejaVuSans-6c\"/>\n",
       "       <use x=\"250.505859\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"289.714844\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"317.498047\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"379.021484\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_2\">\n",
       "     <g id=\"line2d_3\">\n",
       "      <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 96.490028 376.56 \n",
       "L 96.490028 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_4\"/>\n",
       "     <g id=\"text_2\">\n",
       "      <!-- flappycoin -->\n",
       "      <defs>\n",
       "       <path d=\"M 37.109375 75.984375 \n",
       "L 37.109375 68.5 \n",
       "L 28.515625 68.5 \n",
       "Q 23.6875 68.5 21.796875 66.546875 \n",
       "Q 19.921875 64.59375 19.921875 59.515625 \n",
       "L 19.921875 54.6875 \n",
       "L 34.71875 54.6875 \n",
       "L 34.71875 47.703125 \n",
       "L 19.921875 47.703125 \n",
       "L 19.921875 0 \n",
       "L 10.890625 0 \n",
       "L 10.890625 47.703125 \n",
       "L 2.296875 47.703125 \n",
       "L 2.296875 54.6875 \n",
       "L 10.890625 54.6875 \n",
       "L 10.890625 58.5 \n",
       "Q 10.890625 67.625 15.140625 71.796875 \n",
       "Q 19.390625 75.984375 28.609375 75.984375 \n",
       "z\n",
       "\" id=\"DejaVuSans-66\"/>\n",
       "       <path d=\"M 18.109375 8.203125 \n",
       "L 18.109375 -20.796875 \n",
       "L 9.078125 -20.796875 \n",
       "L 9.078125 54.6875 \n",
       "L 18.109375 54.6875 \n",
       "L 18.109375 46.390625 \n",
       "Q 20.953125 51.265625 25.265625 53.625 \n",
       "Q 29.59375 56 35.59375 56 \n",
       "Q 45.5625 56 51.78125 48.09375 \n",
       "Q 58.015625 40.1875 58.015625 27.296875 \n",
       "Q 58.015625 14.40625 51.78125 6.484375 \n",
       "Q 45.5625 -1.421875 35.59375 -1.421875 \n",
       "Q 29.59375 -1.421875 25.265625 0.953125 \n",
       "Q 20.953125 3.328125 18.109375 8.203125 \n",
       "z\n",
       "M 48.6875 27.296875 \n",
       "Q 48.6875 37.203125 44.609375 42.84375 \n",
       "Q 40.53125 48.484375 33.40625 48.484375 \n",
       "Q 26.265625 48.484375 22.1875 42.84375 \n",
       "Q 18.109375 37.203125 18.109375 27.296875 \n",
       "Q 18.109375 17.390625 22.1875 11.75 \n",
       "Q 26.265625 6.109375 33.40625 6.109375 \n",
       "Q 40.53125 6.109375 44.609375 11.75 \n",
       "Q 48.6875 17.390625 48.6875 27.296875 \n",
       "z\n",
       "\" id=\"DejaVuSans-70\"/>\n",
       "       <path d=\"M 48.78125 52.59375 \n",
       "L 48.78125 44.1875 \n",
       "Q 44.96875 46.296875 41.140625 47.34375 \n",
       "Q 37.3125 48.390625 33.40625 48.390625 \n",
       "Q 24.65625 48.390625 19.8125 42.84375 \n",
       "Q 14.984375 37.3125 14.984375 27.296875 \n",
       "Q 14.984375 17.28125 19.8125 11.734375 \n",
       "Q 24.65625 6.203125 33.40625 6.203125 \n",
       "Q 37.3125 6.203125 41.140625 7.25 \n",
       "Q 44.96875 8.296875 48.78125 10.40625 \n",
       "L 48.78125 2.09375 \n",
       "Q 45.015625 0.34375 40.984375 -0.53125 \n",
       "Q 36.96875 -1.421875 32.421875 -1.421875 \n",
       "Q 20.0625 -1.421875 12.78125 6.34375 \n",
       "Q 5.515625 14.109375 5.515625 27.296875 \n",
       "Q 5.515625 40.671875 12.859375 48.328125 \n",
       "Q 20.21875 56 33.015625 56 \n",
       "Q 37.15625 56 41.109375 55.140625 \n",
       "Q 45.0625 54.296875 48.78125 52.59375 \n",
       "z\n",
       "\" id=\"DejaVuSans-63\"/>\n",
       "       <path d=\"M 54.890625 33.015625 \n",
       "L 54.890625 0 \n",
       "L 45.90625 0 \n",
       "L 45.90625 32.71875 \n",
       "Q 45.90625 40.484375 42.875 44.328125 \n",
       "Q 39.84375 48.1875 33.796875 48.1875 \n",
       "Q 26.515625 48.1875 22.3125 43.546875 \n",
       "Q 18.109375 38.921875 18.109375 30.90625 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 54.6875 \n",
       "L 18.109375 54.6875 \n",
       "L 18.109375 46.1875 \n",
       "Q 21.34375 51.125 25.703125 53.5625 \n",
       "Q 30.078125 56 35.796875 56 \n",
       "Q 45.21875 56 50.046875 50.171875 \n",
       "Q 54.890625 44.34375 54.890625 33.015625 \n",
       "z\n",
       "\" id=\"DejaVuSans-6e\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(99.249403 431.835)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-66\"/>\n",
       "       <use x=\"35.205078\" xlink:href=\"#DejaVuSans-6c\"/>\n",
       "       <use x=\"62.988281\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"124.267578\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "       <use x=\"187.744141\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "       <use x=\"251.220703\" xlink:href=\"#DejaVuSans-79\"/>\n",
       "       <use x=\"310.400391\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"365.380859\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"426.5625\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"454.345703\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_3\">\n",
       "     <g id=\"line2d_5\">\n",
       "      <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 124.962756 376.56 \n",
       "L 124.962756 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_6\"/>\n",
       "     <g id=\"text_3\">\n",
       "      <!-- credence-coin -->\n",
       "      <defs>\n",
       "       <path d=\"M 45.40625 46.390625 \n",
       "L 45.40625 75.984375 \n",
       "L 54.390625 75.984375 \n",
       "L 54.390625 0 \n",
       "L 45.40625 0 \n",
       "L 45.40625 8.203125 \n",
       "Q 42.578125 3.328125 38.25 0.953125 \n",
       "Q 33.9375 -1.421875 27.875 -1.421875 \n",
       "Q 17.96875 -1.421875 11.734375 6.484375 \n",
       "Q 5.515625 14.40625 5.515625 27.296875 \n",
       "Q 5.515625 40.1875 11.734375 48.09375 \n",
       "Q 17.96875 56 27.875 56 \n",
       "Q 33.9375 56 38.25 53.625 \n",
       "Q 42.578125 51.265625 45.40625 46.390625 \n",
       "z\n",
       "M 14.796875 27.296875 \n",
       "Q 14.796875 17.390625 18.875 11.75 \n",
       "Q 22.953125 6.109375 30.078125 6.109375 \n",
       "Q 37.203125 6.109375 41.296875 11.75 \n",
       "Q 45.40625 17.390625 45.40625 27.296875 \n",
       "Q 45.40625 37.203125 41.296875 42.84375 \n",
       "Q 37.203125 48.484375 30.078125 48.484375 \n",
       "Q 22.953125 48.484375 18.875 42.84375 \n",
       "Q 14.796875 37.203125 14.796875 27.296875 \n",
       "z\n",
       "\" id=\"DejaVuSans-64\"/>\n",
       "       <path d=\"M 4.890625 31.390625 \n",
       "L 31.203125 31.390625 \n",
       "L 31.203125 23.390625 \n",
       "L 4.890625 23.390625 \n",
       "z\n",
       "\" id=\"DejaVuSans-2d\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(127.722131 450.650625)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"54.980469\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"96.0625\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"157.585938\" xlink:href=\"#DejaVuSans-64\"/>\n",
       "       <use x=\"221.0625\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"282.585938\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "       <use x=\"345.964844\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"400.945312\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"462.46875\" xlink:href=\"#DejaVuSans-2d\"/>\n",
       "       <use x=\"498.552734\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"553.533203\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"614.714844\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"642.498047\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_4\">\n",
       "     <g id=\"line2d_7\">\n",
       "      <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 153.435483 376.56 \n",
       "L 153.435483 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_8\"/>\n",
       "     <g id=\"text_4\">\n",
       "      <!-- cagecoin -->\n",
       "      <defs>\n",
       "       <path d=\"M 45.40625 27.984375 \n",
       "Q 45.40625 37.75 41.375 43.109375 \n",
       "Q 37.359375 48.484375 30.078125 48.484375 \n",
       "Q 22.859375 48.484375 18.828125 43.109375 \n",
       "Q 14.796875 37.75 14.796875 27.984375 \n",
       "Q 14.796875 18.265625 18.828125 12.890625 \n",
       "Q 22.859375 7.515625 30.078125 7.515625 \n",
       "Q 37.359375 7.515625 41.375 12.890625 \n",
       "Q 45.40625 18.265625 45.40625 27.984375 \n",
       "z\n",
       "M 54.390625 6.78125 \n",
       "Q 54.390625 -7.171875 48.1875 -13.984375 \n",
       "Q 42 -20.796875 29.203125 -20.796875 \n",
       "Q 24.46875 -20.796875 20.265625 -20.09375 \n",
       "Q 16.0625 -19.390625 12.109375 -17.921875 \n",
       "L 12.109375 -9.1875 \n",
       "Q 16.0625 -11.328125 19.921875 -12.34375 \n",
       "Q 23.78125 -13.375 27.78125 -13.375 \n",
       "Q 36.625 -13.375 41.015625 -8.765625 \n",
       "Q 45.40625 -4.15625 45.40625 5.171875 \n",
       "L 45.40625 9.625 \n",
       "Q 42.625 4.78125 38.28125 2.390625 \n",
       "Q 33.9375 0 27.875 0 \n",
       "Q 17.828125 0 11.671875 7.65625 \n",
       "Q 5.515625 15.328125 5.515625 27.984375 \n",
       "Q 5.515625 40.671875 11.671875 48.328125 \n",
       "Q 17.828125 56 27.875 56 \n",
       "Q 33.9375 56 38.28125 53.609375 \n",
       "Q 42.625 51.21875 45.40625 46.390625 \n",
       "L 45.40625 54.6875 \n",
       "L 54.390625 54.6875 \n",
       "z\n",
       "\" id=\"DejaVuSans-67\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(156.194858 424.920938)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"54.980469\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"116.259766\" xlink:href=\"#DejaVuSans-67\"/>\n",
       "       <use x=\"179.736328\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"241.259766\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"296.240234\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"357.421875\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"385.205078\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_5\">\n",
       "     <g id=\"line2d_9\">\n",
       "      <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 181.90821 376.56 \n",
       "L 181.90821 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_10\"/>\n",
       "     <g id=\"text_5\">\n",
       "      <!-- tyrocoin -->\n",
       "      <g transform=\"translate(184.667585 420.858438)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"39.208984\" xlink:href=\"#DejaVuSans-79\"/>\n",
       "       <use x=\"98.388672\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"139.470703\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"200.652344\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"255.632812\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"316.814453\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"344.597656\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_6\">\n",
       "     <g id=\"line2d_11\">\n",
       "      <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 210.380938 376.56 \n",
       "L 210.380938 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_12\"/>\n",
       "     <g id=\"text_6\">\n",
       "      <!-- electra -->\n",
       "      <g transform=\"translate(213.140313 414.802188)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"61.523438\" xlink:href=\"#DejaVuSans-6c\"/>\n",
       "       <use x=\"89.306641\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"150.830078\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"205.810547\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"245.019531\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"286.132812\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_7\">\n",
       "     <g id=\"line2d_13\">\n",
       "      <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 238.853665 376.56 \n",
       "L 238.853665 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_14\"/>\n",
       "     <g id=\"text_7\">\n",
       "      <!-- jetcoin -->\n",
       "      <defs>\n",
       "       <path d=\"M 9.421875 54.6875 \n",
       "L 18.40625 54.6875 \n",
       "L 18.40625 -0.984375 \n",
       "Q 18.40625 -11.421875 14.421875 -16.109375 \n",
       "Q 10.453125 -20.796875 1.609375 -20.796875 \n",
       "L -1.8125 -20.796875 \n",
       "L -1.8125 -13.1875 \n",
       "L 0.59375 -13.1875 \n",
       "Q 5.71875 -13.1875 7.5625 -10.8125 \n",
       "Q 9.421875 -8.453125 9.421875 -0.984375 \n",
       "z\n",
       "M 9.421875 75.984375 \n",
       "L 18.40625 75.984375 \n",
       "L 18.40625 64.59375 \n",
       "L 9.421875 64.59375 \n",
       "z\n",
       "\" id=\"DejaVuSans-6a\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(241.61304 413.644375)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-6a\"/>\n",
       "       <use x=\"27.783203\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"89.306641\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"128.515625\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"183.496094\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"244.677734\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"272.460938\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_8\">\n",
       "     <g id=\"line2d_15\">\n",
       "      <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 267.326392 376.56 \n",
       "L 267.326392 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_16\"/>\n",
       "     <g id=\"text_8\">\n",
       "      <!-- everus -->\n",
       "      <defs>\n",
       "       <path d=\"M 2.984375 54.6875 \n",
       "L 12.5 54.6875 \n",
       "L 29.59375 8.796875 \n",
       "L 46.6875 54.6875 \n",
       "L 56.203125 54.6875 \n",
       "L 35.6875 0 \n",
       "L 23.484375 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-76\"/>\n",
       "       <path d=\"M 8.5 21.578125 \n",
       "L 8.5 54.6875 \n",
       "L 17.484375 54.6875 \n",
       "L 17.484375 21.921875 \n",
       "Q 17.484375 14.15625 20.5 10.265625 \n",
       "Q 23.53125 6.390625 29.59375 6.390625 \n",
       "Q 36.859375 6.390625 41.078125 11.03125 \n",
       "Q 45.3125 15.671875 45.3125 23.6875 \n",
       "L 45.3125 54.6875 \n",
       "L 54.296875 54.6875 \n",
       "L 54.296875 0 \n",
       "L 45.3125 0 \n",
       "L 45.3125 8.40625 \n",
       "Q 42.046875 3.421875 37.71875 1 \n",
       "Q 33.40625 -1.421875 27.6875 -1.421875 \n",
       "Q 18.265625 -1.421875 13.375 4.4375 \n",
       "Q 8.5 10.296875 8.5 21.578125 \n",
       "z\n",
       "M 31.109375 56 \n",
       "z\n",
       "\" id=\"DejaVuSans-75\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(270.085767 413.942813)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"61.523438\" xlink:href=\"#DejaVuSans-76\"/>\n",
       "       <use x=\"120.703125\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"182.226562\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"223.339844\" xlink:href=\"#DejaVuSans-75\"/>\n",
       "       <use x=\"286.71875\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_9\">\n",
       "     <g id=\"line2d_17\">\n",
       "      <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 295.799119 376.56 \n",
       "L 295.799119 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_18\"/>\n",
       "     <g id=\"text_9\">\n",
       "      <!-- ether-for-the-rest-of-the-world -->\n",
       "      <defs>\n",
       "       <path d=\"M 54.890625 33.015625 \n",
       "L 54.890625 0 \n",
       "L 45.90625 0 \n",
       "L 45.90625 32.71875 \n",
       "Q 45.90625 40.484375 42.875 44.328125 \n",
       "Q 39.84375 48.1875 33.796875 48.1875 \n",
       "Q 26.515625 48.1875 22.3125 43.546875 \n",
       "Q 18.109375 38.921875 18.109375 30.90625 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 75.984375 \n",
       "L 18.109375 75.984375 \n",
       "L 18.109375 46.1875 \n",
       "Q 21.34375 51.125 25.703125 53.5625 \n",
       "Q 30.078125 56 35.796875 56 \n",
       "Q 45.21875 56 50.046875 50.171875 \n",
       "Q 54.890625 44.34375 54.890625 33.015625 \n",
       "z\n",
       "\" id=\"DejaVuSans-68\"/>\n",
       "       <path d=\"M 4.203125 54.6875 \n",
       "L 13.1875 54.6875 \n",
       "L 24.421875 12.015625 \n",
       "L 35.59375 54.6875 \n",
       "L 46.1875 54.6875 \n",
       "L 57.421875 12.015625 \n",
       "L 68.609375 54.6875 \n",
       "L 77.59375 54.6875 \n",
       "L 63.28125 0 \n",
       "L 52.6875 0 \n",
       "L 40.921875 44.828125 \n",
       "L 29.109375 0 \n",
       "L 18.5 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-77\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(298.558494 531.492813)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"61.523438\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"100.732422\" xlink:href=\"#DejaVuSans-68\"/>\n",
       "       <use x=\"164.111328\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"225.634766\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"266.654297\" xlink:href=\"#DejaVuSans-2d\"/>\n",
       "       <use x=\"302.738281\" xlink:href=\"#DejaVuSans-66\"/>\n",
       "       <use x=\"337.943359\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"399.125\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"440.144531\" xlink:href=\"#DejaVuSans-2d\"/>\n",
       "       <use x=\"476.228516\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"515.4375\" xlink:href=\"#DejaVuSans-68\"/>\n",
       "       <use x=\"578.816406\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"640.339844\" xlink:href=\"#DejaVuSans-2d\"/>\n",
       "       <use x=\"676.423828\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"717.505859\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"779.029297\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "       <use x=\"831.128906\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"870.337891\" xlink:href=\"#DejaVuSans-2d\"/>\n",
       "       <use x=\"906.4375\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"967.619141\" xlink:href=\"#DejaVuSans-66\"/>\n",
       "       <use x=\"1002.746094\" xlink:href=\"#DejaVuSans-2d\"/>\n",
       "       <use x=\"1038.830078\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"1078.039062\" xlink:href=\"#DejaVuSans-68\"/>\n",
       "       <use x=\"1141.417969\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"1202.941406\" xlink:href=\"#DejaVuSans-2d\"/>\n",
       "       <use x=\"1239.025391\" xlink:href=\"#DejaVuSans-77\"/>\n",
       "       <use x=\"1320.8125\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"1381.994141\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"1423.107422\" xlink:href=\"#DejaVuSans-6c\"/>\n",
       "       <use x=\"1450.890625\" xlink:href=\"#DejaVuSans-64\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_10\">\n",
       "     <g id=\"line2d_19\">\n",
       "      <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 324.271847 376.56 \n",
       "L 324.271847 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_20\"/>\n",
       "     <g id=\"text_10\">\n",
       "      <!-- landcoin -->\n",
       "      <g transform=\"translate(327.031222 422.385)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-6c\"/>\n",
       "       <use x=\"27.783203\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"89.0625\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "       <use x=\"152.441406\" xlink:href=\"#DejaVuSans-64\"/>\n",
       "       <use x=\"215.917969\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"270.898438\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"332.080078\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"359.863281\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"text_11\">\n",
       "     <!-- id -->\n",
       "     <g transform=\"translate(190.668636 544.610938)scale(0.12 -0.12)\">\n",
       "      <use xlink:href=\"#DejaVuSans-69\"/>\n",
       "      <use x=\"27.783203\" xlink:href=\"#DejaVuSans-64\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_2\">\n",
       "    <g id=\"ytick_1\">\n",
       "     <g id=\"line2d_21\">\n",
       "      <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 53.780938 362.307392 \n",
       "L 338.50821 362.307392 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_22\"/>\n",
       "     <g id=\"text_12\">\n",
       "      <!-- −100 -->\n",
       "      <defs>\n",
       "       <path d=\"M 10.59375 35.5 \n",
       "L 73.1875 35.5 \n",
       "L 73.1875 27.203125 \n",
       "L 10.59375 27.203125 \n",
       "z\n",
       "\" id=\"DejaVuSans-2212\"/>\n",
       "       <path d=\"M 12.40625 8.296875 \n",
       "L 28.515625 8.296875 \n",
       "L 28.515625 63.921875 \n",
       "L 10.984375 60.40625 \n",
       "L 10.984375 69.390625 \n",
       "L 28.421875 72.90625 \n",
       "L 38.28125 72.90625 \n",
       "L 38.28125 8.296875 \n",
       "L 54.390625 8.296875 \n",
       "L 54.390625 0 \n",
       "L 12.40625 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-31\"/>\n",
       "       <path d=\"M 31.78125 66.40625 \n",
       "Q 24.171875 66.40625 20.328125 58.90625 \n",
       "Q 16.5 51.421875 16.5 36.375 \n",
       "Q 16.5 21.390625 20.328125 13.890625 \n",
       "Q 24.171875 6.390625 31.78125 6.390625 \n",
       "Q 39.453125 6.390625 43.28125 13.890625 \n",
       "Q 47.125 21.390625 47.125 36.375 \n",
       "Q 47.125 51.421875 43.28125 58.90625 \n",
       "Q 39.453125 66.40625 31.78125 66.40625 \n",
       "z\n",
       "M 31.78125 74.21875 \n",
       "Q 44.046875 74.21875 50.515625 64.515625 \n",
       "Q 56.984375 54.828125 56.984375 36.375 \n",
       "Q 56.984375 17.96875 50.515625 8.265625 \n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \n",
       "Q 6.59375 17.96875 6.59375 36.375 \n",
       "Q 6.59375 54.828125 13.0625 64.515625 \n",
       "Q 19.53125 74.21875 31.78125 74.21875 \n",
       "z\n",
       "\" id=\"DejaVuSans-30\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(22.81375 366.10661)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-2212\"/>\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"211.035156\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_2\">\n",
       "     <g id=\"line2d_23\">\n",
       "      <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 53.780938 299.925913 \n",
       "L 338.50821 299.925913 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_24\"/>\n",
       "     <g id=\"text_13\">\n",
       "      <!-- −80 -->\n",
       "      <defs>\n",
       "       <path d=\"M 31.78125 34.625 \n",
       "Q 24.75 34.625 20.71875 30.859375 \n",
       "Q 16.703125 27.09375 16.703125 20.515625 \n",
       "Q 16.703125 13.921875 20.71875 10.15625 \n",
       "Q 24.75 6.390625 31.78125 6.390625 \n",
       "Q 38.8125 6.390625 42.859375 10.171875 \n",
       "Q 46.921875 13.96875 46.921875 20.515625 \n",
       "Q 46.921875 27.09375 42.890625 30.859375 \n",
       "Q 38.875 34.625 31.78125 34.625 \n",
       "z\n",
       "M 21.921875 38.8125 \n",
       "Q 15.578125 40.375 12.03125 44.71875 \n",
       "Q 8.5 49.078125 8.5 55.328125 \n",
       "Q 8.5 64.0625 14.71875 69.140625 \n",
       "Q 20.953125 74.21875 31.78125 74.21875 \n",
       "Q 42.671875 74.21875 48.875 69.140625 \n",
       "Q 55.078125 64.0625 55.078125 55.328125 \n",
       "Q 55.078125 49.078125 51.53125 44.71875 \n",
       "Q 48 40.375 41.703125 38.8125 \n",
       "Q 48.828125 37.15625 52.796875 32.3125 \n",
       "Q 56.78125 27.484375 56.78125 20.515625 \n",
       "Q 56.78125 9.90625 50.3125 4.234375 \n",
       "Q 43.84375 -1.421875 31.78125 -1.421875 \n",
       "Q 19.734375 -1.421875 13.25 4.234375 \n",
       "Q 6.78125 9.90625 6.78125 20.515625 \n",
       "Q 6.78125 27.484375 10.78125 32.3125 \n",
       "Q 14.796875 37.15625 21.921875 38.8125 \n",
       "z\n",
       "M 18.3125 54.390625 \n",
       "Q 18.3125 48.734375 21.84375 45.5625 \n",
       "Q 25.390625 42.390625 31.78125 42.390625 \n",
       "Q 38.140625 42.390625 41.71875 45.5625 \n",
       "Q 45.3125 48.734375 45.3125 54.390625 \n",
       "Q 45.3125 60.0625 41.71875 63.234375 \n",
       "Q 38.140625 66.40625 31.78125 66.40625 \n",
       "Q 25.390625 66.40625 21.84375 63.234375 \n",
       "Q 18.3125 60.0625 18.3125 54.390625 \n",
       "z\n",
       "\" id=\"DejaVuSans-38\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(29.17625 303.725132)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-2212\"/>\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-38\"/>\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_3\">\n",
       "     <g id=\"line2d_25\">\n",
       "      <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 53.780938 237.544435 \n",
       "L 338.50821 237.544435 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_26\"/>\n",
       "     <g id=\"text_14\">\n",
       "      <!-- −60 -->\n",
       "      <defs>\n",
       "       <path d=\"M 33.015625 40.375 \n",
       "Q 26.375 40.375 22.484375 35.828125 \n",
       "Q 18.609375 31.296875 18.609375 23.390625 \n",
       "Q 18.609375 15.53125 22.484375 10.953125 \n",
       "Q 26.375 6.390625 33.015625 6.390625 \n",
       "Q 39.65625 6.390625 43.53125 10.953125 \n",
       "Q 47.40625 15.53125 47.40625 23.390625 \n",
       "Q 47.40625 31.296875 43.53125 35.828125 \n",
       "Q 39.65625 40.375 33.015625 40.375 \n",
       "z\n",
       "M 52.59375 71.296875 \n",
       "L 52.59375 62.3125 \n",
       "Q 48.875 64.0625 45.09375 64.984375 \n",
       "Q 41.3125 65.921875 37.59375 65.921875 \n",
       "Q 27.828125 65.921875 22.671875 59.328125 \n",
       "Q 17.53125 52.734375 16.796875 39.40625 \n",
       "Q 19.671875 43.65625 24.015625 45.921875 \n",
       "Q 28.375 48.1875 33.59375 48.1875 \n",
       "Q 44.578125 48.1875 50.953125 41.515625 \n",
       "Q 57.328125 34.859375 57.328125 23.390625 \n",
       "Q 57.328125 12.15625 50.6875 5.359375 \n",
       "Q 44.046875 -1.421875 33.015625 -1.421875 \n",
       "Q 20.359375 -1.421875 13.671875 8.265625 \n",
       "Q 6.984375 17.96875 6.984375 36.375 \n",
       "Q 6.984375 53.65625 15.1875 63.9375 \n",
       "Q 23.390625 74.21875 37.203125 74.21875 \n",
       "Q 40.921875 74.21875 44.703125 73.484375 \n",
       "Q 48.484375 72.75 52.59375 71.296875 \n",
       "z\n",
       "\" id=\"DejaVuSans-36\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(29.17625 241.343654)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-2212\"/>\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-36\"/>\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_4\">\n",
       "     <g id=\"line2d_27\">\n",
       "      <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 53.780938 175.162957 \n",
       "L 338.50821 175.162957 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_28\"/>\n",
       "     <g id=\"text_15\">\n",
       "      <!-- −40 -->\n",
       "      <defs>\n",
       "       <path d=\"M 37.796875 64.3125 \n",
       "L 12.890625 25.390625 \n",
       "L 37.796875 25.390625 \n",
       "z\n",
       "M 35.203125 72.90625 \n",
       "L 47.609375 72.90625 \n",
       "L 47.609375 25.390625 \n",
       "L 58.015625 25.390625 \n",
       "L 58.015625 17.1875 \n",
       "L 47.609375 17.1875 \n",
       "L 47.609375 0 \n",
       "L 37.796875 0 \n",
       "L 37.796875 17.1875 \n",
       "L 4.890625 17.1875 \n",
       "L 4.890625 26.703125 \n",
       "z\n",
       "\" id=\"DejaVuSans-34\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(29.17625 178.962175)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-2212\"/>\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-34\"/>\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_5\">\n",
       "     <g id=\"line2d_29\">\n",
       "      <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 53.780938 112.781478 \n",
       "L 338.50821 112.781478 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_30\"/>\n",
       "     <g id=\"text_16\">\n",
       "      <!-- −20 -->\n",
       "      <defs>\n",
       "       <path d=\"M 19.1875 8.296875 \n",
       "L 53.609375 8.296875 \n",
       "L 53.609375 0 \n",
       "L 7.328125 0 \n",
       "L 7.328125 8.296875 \n",
       "Q 12.9375 14.109375 22.625 23.890625 \n",
       "Q 32.328125 33.6875 34.8125 36.53125 \n",
       "Q 39.546875 41.84375 41.421875 45.53125 \n",
       "Q 43.3125 49.21875 43.3125 52.78125 \n",
       "Q 43.3125 58.59375 39.234375 62.25 \n",
       "Q 35.15625 65.921875 28.609375 65.921875 \n",
       "Q 23.96875 65.921875 18.8125 64.3125 \n",
       "Q 13.671875 62.703125 7.8125 59.421875 \n",
       "L 7.8125 69.390625 \n",
       "Q 13.765625 71.78125 18.9375 73 \n",
       "Q 24.125 74.21875 28.421875 74.21875 \n",
       "Q 39.75 74.21875 46.484375 68.546875 \n",
       "Q 53.21875 62.890625 53.21875 53.421875 \n",
       "Q 53.21875 48.921875 51.53125 44.890625 \n",
       "Q 49.859375 40.875 45.40625 35.40625 \n",
       "Q 44.1875 33.984375 37.640625 27.21875 \n",
       "Q 31.109375 20.453125 19.1875 8.296875 \n",
       "z\n",
       "\" id=\"DejaVuSans-32\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(29.17625 116.580697)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-2212\"/>\n",
       "       <use x=\"83.789062\" xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use x=\"147.412109\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_6\">\n",
       "     <g id=\"line2d_31\">\n",
       "      <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 53.780938 50.4 \n",
       "L 338.50821 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_32\"/>\n",
       "     <g id=\"text_17\">\n",
       "      <!-- 0 -->\n",
       "      <g transform=\"translate(43.918437 54.199219)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"text_18\">\n",
       "     <!-- % change -->\n",
       "     <defs>\n",
       "      <path d=\"M 72.703125 32.078125 \n",
       "Q 68.453125 32.078125 66.03125 28.46875 \n",
       "Q 63.625 24.859375 63.625 18.40625 \n",
       "Q 63.625 12.0625 66.03125 8.421875 \n",
       "Q 68.453125 4.78125 72.703125 4.78125 \n",
       "Q 76.859375 4.78125 79.265625 8.421875 \n",
       "Q 81.6875 12.0625 81.6875 18.40625 \n",
       "Q 81.6875 24.8125 79.265625 28.4375 \n",
       "Q 76.859375 32.078125 72.703125 32.078125 \n",
       "z\n",
       "M 72.703125 38.28125 \n",
       "Q 80.421875 38.28125 84.953125 32.90625 \n",
       "Q 89.5 27.546875 89.5 18.40625 \n",
       "Q 89.5 9.28125 84.9375 3.921875 \n",
       "Q 80.375 -1.421875 72.703125 -1.421875 \n",
       "Q 64.890625 -1.421875 60.34375 3.921875 \n",
       "Q 55.8125 9.28125 55.8125 18.40625 \n",
       "Q 55.8125 27.59375 60.375 32.9375 \n",
       "Q 64.9375 38.28125 72.703125 38.28125 \n",
       "z\n",
       "M 22.3125 68.015625 \n",
       "Q 18.109375 68.015625 15.6875 64.375 \n",
       "Q 13.28125 60.75 13.28125 54.390625 \n",
       "Q 13.28125 47.953125 15.671875 44.328125 \n",
       "Q 18.0625 40.71875 22.3125 40.71875 \n",
       "Q 26.5625 40.71875 28.96875 44.328125 \n",
       "Q 31.390625 47.953125 31.390625 54.390625 \n",
       "Q 31.390625 60.6875 28.953125 64.34375 \n",
       "Q 26.515625 68.015625 22.3125 68.015625 \n",
       "z\n",
       "M 66.40625 74.21875 \n",
       "L 74.21875 74.21875 \n",
       "L 28.609375 -1.421875 \n",
       "L 20.796875 -1.421875 \n",
       "z\n",
       "M 22.3125 74.21875 \n",
       "Q 30.03125 74.21875 34.609375 68.875 \n",
       "Q 39.203125 63.53125 39.203125 54.390625 \n",
       "Q 39.203125 45.171875 34.640625 39.84375 \n",
       "Q 30.078125 34.515625 22.3125 34.515625 \n",
       "Q 14.546875 34.515625 10.03125 39.859375 \n",
       "Q 5.515625 45.21875 5.515625 54.390625 \n",
       "Q 5.515625 63.484375 10.046875 68.84375 \n",
       "Q 14.59375 74.21875 22.3125 74.21875 \n",
       "z\n",
       "\" id=\"DejaVuSans-25\"/>\n",
       "      <path id=\"DejaVuSans-20\"/>\n",
       "     </defs>\n",
       "     <g transform=\"translate(16.318125 243.169688)rotate(-90)scale(0.12 -0.12)\">\n",
       "      <use xlink:href=\"#DejaVuSans-25\"/>\n",
       "      <use x=\"95.019531\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "      <use x=\"126.806641\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "      <use x=\"181.787109\" xlink:href=\"#DejaVuSans-68\"/>\n",
       "      <use x=\"245.166016\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "      <use x=\"306.445312\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      <use x=\"369.824219\" xlink:href=\"#DejaVuSans-67\"/>\n",
       "      <use x=\"433.300781\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"patch_3\">\n",
       "    <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 60.899119 50.4 \n",
       "L 75.135483 50.4 \n",
       "L 75.135483 361.028571 \n",
       "L 60.899119 361.028571 \n",
       "z\n",
       "\" style=\"fill:#8b0000;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_4\">\n",
       "    <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 89.371847 50.4 \n",
       "L 103.60821 50.4 \n",
       "L 103.60821 351.733731 \n",
       "L 89.371847 351.733731 \n",
       "z\n",
       "\" style=\"fill:#8b0000;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_5\">\n",
       "    <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 117.844574 50.4 \n",
       "L 132.080938 50.4 \n",
       "L 132.080938 347.678935 \n",
       "L 117.844574 347.678935 \n",
       "z\n",
       "\" style=\"fill:#8b0000;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_6\">\n",
       "    <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 146.317301 50.4 \n",
       "L 160.553665 50.4 \n",
       "L 160.553665 339.475771 \n",
       "L 146.317301 339.475771 \n",
       "z\n",
       "\" style=\"fill:#8b0000;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_7\">\n",
       "    <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 174.790028 50.4 \n",
       "L 189.026392 50.4 \n",
       "L 189.026392 323.100633 \n",
       "L 174.790028 323.100633 \n",
       "z\n",
       "\" style=\"fill:#8b0000;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_8\">\n",
       "    <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 203.262756 50.4 \n",
       "L 217.499119 50.4 \n",
       "L 217.499119 303.949519 \n",
       "L 203.262756 303.949519 \n",
       "z\n",
       "\" style=\"fill:#8b0000;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_9\">\n",
       "    <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 231.735483 50.4 \n",
       "L 245.971847 50.4 \n",
       "L 245.971847 301.984502 \n",
       "L 231.735483 301.984502 \n",
       "z\n",
       "\" style=\"fill:#8b0000;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_10\">\n",
       "    <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 260.20821 50.4 \n",
       "L 274.444574 50.4 \n",
       "L 274.444574 290.132021 \n",
       "L 260.20821 290.132021 \n",
       "z\n",
       "\" style=\"fill:#8b0000;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_11\">\n",
       "    <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 288.680938 50.4 \n",
       "L 302.917301 50.4 \n",
       "L 302.917301 284.424116 \n",
       "L 288.680938 284.424116 \n",
       "z\n",
       "\" style=\"fill:#8b0000;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_12\">\n",
       "    <path clip-path=\"url(#p8486ffd4a2)\" d=\"M 317.153665 50.4 \n",
       "L 331.390028 50.4 \n",
       "L 331.390028 280.026222 \n",
       "L 317.153665 280.026222 \n",
       "z\n",
       "\" style=\"fill:#8b0000;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_13\">\n",
       "    <path d=\"M 53.780938 376.56 \n",
       "L 53.780938 50.4 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_14\">\n",
       "    <path d=\"M 338.50821 376.56 \n",
       "L 338.50821 50.4 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_15\">\n",
       "    <path d=\"M 53.780938 376.56 \n",
       "L 338.50821 376.56 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_16\">\n",
       "    <path d=\"M 53.780938 50.4 \n",
       "L 338.50821 50.4 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "  </g>\n",
       "  <g id=\"axes_2\">\n",
       "   <g id=\"patch_17\">\n",
       "    <path d=\"M 395.453665 376.56 \n",
       "L 680.180938 376.56 \n",
       "L 680.180938 50.4 \n",
       "L 395.453665 50.4 \n",
       "z\n",
       "\" style=\"fill:#f0f0f0;\"/>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_3\">\n",
       "    <g id=\"xtick_11\">\n",
       "     <g id=\"line2d_33\">\n",
       "      <path clip-path=\"url(#paec9c557e3)\" d=\"M 409.690028 376.56 \n",
       "L 409.690028 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_34\"/>\n",
       "     <g id=\"text_19\">\n",
       "      <!-- litebitcoin -->\n",
       "      <defs>\n",
       "       <path d=\"M 48.6875 27.296875 \n",
       "Q 48.6875 37.203125 44.609375 42.84375 \n",
       "Q 40.53125 48.484375 33.40625 48.484375 \n",
       "Q 26.265625 48.484375 22.1875 42.84375 \n",
       "Q 18.109375 37.203125 18.109375 27.296875 \n",
       "Q 18.109375 17.390625 22.1875 11.75 \n",
       "Q 26.265625 6.109375 33.40625 6.109375 \n",
       "Q 40.53125 6.109375 44.609375 11.75 \n",
       "Q 48.6875 17.390625 48.6875 27.296875 \n",
       "z\n",
       "M 18.109375 46.390625 \n",
       "Q 20.953125 51.265625 25.265625 53.625 \n",
       "Q 29.59375 56 35.59375 56 \n",
       "Q 45.5625 56 51.78125 48.09375 \n",
       "Q 58.015625 40.1875 58.015625 27.296875 \n",
       "Q 58.015625 14.40625 51.78125 6.484375 \n",
       "Q 45.5625 -1.421875 35.59375 -1.421875 \n",
       "Q 29.59375 -1.421875 25.265625 0.953125 \n",
       "Q 20.953125 3.328125 18.109375 8.203125 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 75.984375 \n",
       "L 18.109375 75.984375 \n",
       "z\n",
       "\" id=\"DejaVuSans-62\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(412.449403 429.469375)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-6c\"/>\n",
       "       <use x=\"27.783203\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"55.566406\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"94.775391\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"156.298828\" xlink:href=\"#DejaVuSans-62\"/>\n",
       "       <use x=\"219.775391\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"247.558594\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"286.767578\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"341.748047\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"402.929688\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"430.712891\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_12\">\n",
       "     <g id=\"line2d_35\">\n",
       "      <path clip-path=\"url(#paec9c557e3)\" d=\"M 438.162756 376.56 \n",
       "L 438.162756 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_36\"/>\n",
       "     <g id=\"text_20\">\n",
       "      <!-- asiacoin -->\n",
       "      <g transform=\"translate(440.922131 421.036563)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"61.279297\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "       <use x=\"113.378906\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"141.162109\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"202.441406\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"257.421875\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"318.603516\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"346.386719\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_13\">\n",
       "     <g id=\"line2d_37\">\n",
       "      <path clip-path=\"url(#paec9c557e3)\" d=\"M 466.635483 376.56 \n",
       "L 466.635483 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_38\"/>\n",
       "     <g id=\"text_21\">\n",
       "      <!-- ebit -->\n",
       "      <g transform=\"translate(469.394858 399.26)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"61.523438\" xlink:href=\"#DejaVuSans-62\"/>\n",
       "       <use x=\"125\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"152.783203\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_14\">\n",
       "     <g id=\"line2d_39\">\n",
       "      <path clip-path=\"url(#paec9c557e3)\" d=\"M 495.10821 376.56 \n",
       "L 495.10821 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_40\"/>\n",
       "     <g id=\"text_22\">\n",
       "      <!-- petrodollar -->\n",
       "      <g transform=\"translate(497.867585 434.970938)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-70\"/>\n",
       "       <use x=\"63.476562\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"125\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"164.208984\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"205.291016\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"266.472656\" xlink:href=\"#DejaVuSans-64\"/>\n",
       "       <use x=\"329.949219\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"391.130859\" xlink:href=\"#DejaVuSans-6c\"/>\n",
       "       <use x=\"418.914062\" xlink:href=\"#DejaVuSans-6c\"/>\n",
       "       <use x=\"446.697266\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"507.976562\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_15\">\n",
       "     <g id=\"line2d_41\">\n",
       "      <path clip-path=\"url(#paec9c557e3)\" d=\"M 523.580938 376.56 \n",
       "L 523.580938 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_42\"/>\n",
       "     <g id=\"text_23\">\n",
       "      <!-- erc20 -->\n",
       "      <g transform=\"translate(526.340313 408.544375)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"61.523438\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"102.605469\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"157.585938\" xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use x=\"221.208984\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_16\">\n",
       "     <g id=\"line2d_43\">\n",
       "      <path clip-path=\"url(#paec9c557e3)\" d=\"M 552.053665 376.56 \n",
       "L 552.053665 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_44\"/>\n",
       "     <g id=\"text_24\">\n",
       "      <!-- yoyow -->\n",
       "      <g transform=\"translate(554.81304 412.313125)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-79\"/>\n",
       "       <use x=\"59.179688\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"120.361328\" xlink:href=\"#DejaVuSans-79\"/>\n",
       "       <use x=\"179.541016\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"240.722656\" xlink:href=\"#DejaVuSans-77\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_17\">\n",
       "     <g id=\"line2d_45\">\n",
       "      <path clip-path=\"url(#paec9c557e3)\" d=\"M 580.526392 376.56 \n",
       "L 580.526392 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_46\"/>\n",
       "     <g id=\"text_25\">\n",
       "      <!-- comet -->\n",
       "      <defs>\n",
       "       <path d=\"M 52 44.1875 \n",
       "Q 55.375 50.25 60.0625 53.125 \n",
       "Q 64.75 56 71.09375 56 \n",
       "Q 79.640625 56 84.28125 50.015625 \n",
       "Q 88.921875 44.046875 88.921875 33.015625 \n",
       "L 88.921875 0 \n",
       "L 79.890625 0 \n",
       "L 79.890625 32.71875 \n",
       "Q 79.890625 40.578125 77.09375 44.375 \n",
       "Q 74.3125 48.1875 68.609375 48.1875 \n",
       "Q 61.625 48.1875 57.5625 43.546875 \n",
       "Q 53.515625 38.921875 53.515625 30.90625 \n",
       "L 53.515625 0 \n",
       "L 44.484375 0 \n",
       "L 44.484375 32.71875 \n",
       "Q 44.484375 40.625 41.703125 44.40625 \n",
       "Q 38.921875 48.1875 33.109375 48.1875 \n",
       "Q 26.21875 48.1875 22.15625 43.53125 \n",
       "Q 18.109375 38.875 18.109375 30.90625 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 54.6875 \n",
       "L 18.109375 54.6875 \n",
       "L 18.109375 46.1875 \n",
       "Q 21.1875 51.21875 25.484375 53.609375 \n",
       "Q 29.78125 56 35.6875 56 \n",
       "Q 41.65625 56 45.828125 52.96875 \n",
       "Q 50 49.953125 52 44.1875 \n",
       "z\n",
       "\" id=\"DejaVuSans-6d\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(583.285767 411.49125)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"54.980469\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"116.162109\" xlink:href=\"#DejaVuSans-6d\"/>\n",
       "       <use x=\"213.574219\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"275.097656\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_18\">\n",
       "     <g id=\"line2d_47\">\n",
       "      <path clip-path=\"url(#paec9c557e3)\" d=\"M 608.999119 376.56 \n",
       "L 608.999119 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_48\"/>\n",
       "     <g id=\"text_26\">\n",
       "      <!-- btcmoon -->\n",
       "      <g transform=\"translate(611.758494 424.142813)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-62\"/>\n",
       "       <use x=\"63.476562\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"102.685547\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"157.666016\" xlink:href=\"#DejaVuSans-6d\"/>\n",
       "       <use x=\"255.078125\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"316.259766\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"377.441406\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_19\">\n",
       "     <g id=\"line2d_49\">\n",
       "      <path clip-path=\"url(#paec9c557e3)\" d=\"M 637.471847 376.56 \n",
       "L 637.471847 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_50\"/>\n",
       "     <g id=\"text_27\">\n",
       "      <!-- bitcoin-red -->\n",
       "      <g transform=\"translate(640.231222 434.056875)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-62\"/>\n",
       "       <use x=\"63.476562\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"91.259766\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"130.46875\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"185.449219\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "       <use x=\"246.630859\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"274.414062\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "       <use x=\"337.792969\" xlink:href=\"#DejaVuSans-2d\"/>\n",
       "       <use x=\"373.876953\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"414.958984\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"476.482422\" xlink:href=\"#DejaVuSans-64\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_20\">\n",
       "     <g id=\"line2d_51\">\n",
       "      <path clip-path=\"url(#paec9c557e3)\" d=\"M 665.944574 376.56 \n",
       "L 665.944574 50.4 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_52\"/>\n",
       "     <g id=\"text_28\">\n",
       "      <!-- bitzeny -->\n",
       "      <defs>\n",
       "       <path d=\"M 5.515625 54.6875 \n",
       "L 48.1875 54.6875 \n",
       "L 48.1875 46.484375 \n",
       "L 14.40625 7.171875 \n",
       "L 48.1875 7.171875 \n",
       "L 48.1875 0 \n",
       "L 4.296875 0 \n",
       "L 4.296875 8.203125 \n",
       "L 38.09375 47.515625 \n",
       "L 5.515625 47.515625 \n",
       "z\n",
       "\" id=\"DejaVuSans-7a\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(668.703949 416.764688)rotate(-90)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-62\"/>\n",
       "       <use x=\"63.476562\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"91.259766\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "       <use x=\"130.46875\" xlink:href=\"#DejaVuSans-7a\"/>\n",
       "       <use x=\"182.958984\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "       <use x=\"244.482422\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "       <use x=\"307.861328\" xlink:href=\"#DejaVuSans-79\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"text_29\">\n",
       "     <!-- id -->\n",
       "     <g transform=\"translate(532.341364 448.089063)scale(0.12 -0.12)\">\n",
       "      <use xlink:href=\"#DejaVuSans-69\"/>\n",
       "      <use x=\"27.783203\" xlink:href=\"#DejaVuSans-64\"/>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_4\">\n",
       "    <g id=\"ytick_7\">\n",
       "     <g id=\"line2d_53\">\n",
       "      <path clip-path=\"url(#paec9c557e3)\" d=\"M 395.453665 376.56 \n",
       "L 680.180938 376.56 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_54\"/>\n",
       "     <g id=\"text_30\">\n",
       "      <!-- 0 -->\n",
       "      <g transform=\"translate(385.591165 380.359219)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_8\">\n",
       "     <g id=\"line2d_55\">\n",
       "      <path clip-path=\"url(#paec9c557e3)\" d=\"M 395.453665 330.345276 \n",
       "L 680.180938 330.345276 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_56\"/>\n",
       "     <g id=\"text_31\">\n",
       "      <!-- 500 -->\n",
       "      <defs>\n",
       "       <path d=\"M 10.796875 72.90625 \n",
       "L 49.515625 72.90625 \n",
       "L 49.515625 64.59375 \n",
       "L 19.828125 64.59375 \n",
       "L 19.828125 46.734375 \n",
       "Q 21.96875 47.46875 24.109375 47.828125 \n",
       "Q 26.265625 48.1875 28.421875 48.1875 \n",
       "Q 40.625 48.1875 47.75 41.5 \n",
       "Q 54.890625 34.8125 54.890625 23.390625 \n",
       "Q 54.890625 11.625 47.5625 5.09375 \n",
       "Q 40.234375 -1.421875 26.90625 -1.421875 \n",
       "Q 22.3125 -1.421875 17.546875 -0.640625 \n",
       "Q 12.796875 0.140625 7.71875 1.703125 \n",
       "L 7.71875 11.625 \n",
       "Q 12.109375 9.234375 16.796875 8.0625 \n",
       "Q 21.484375 6.890625 26.703125 6.890625 \n",
       "Q 35.15625 6.890625 40.078125 11.328125 \n",
       "Q 45.015625 15.765625 45.015625 23.390625 \n",
       "Q 45.015625 31 40.078125 35.4375 \n",
       "Q 35.15625 39.890625 26.703125 39.890625 \n",
       "Q 22.75 39.890625 18.8125 39.015625 \n",
       "Q 14.890625 38.140625 10.796875 36.28125 \n",
       "z\n",
       "\" id=\"DejaVuSans-35\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(372.866165 334.144495)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-35\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_9\">\n",
       "     <g id=\"line2d_57\">\n",
       "      <path clip-path=\"url(#paec9c557e3)\" d=\"M 395.453665 284.130552 \n",
       "L 680.180938 284.130552 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_58\"/>\n",
       "     <g id=\"text_32\">\n",
       "      <!-- 1000 -->\n",
       "      <g transform=\"translate(366.503665 287.92977)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_10\">\n",
       "     <g id=\"line2d_59\">\n",
       "      <path clip-path=\"url(#paec9c557e3)\" d=\"M 395.453665 237.915827 \n",
       "L 680.180938 237.915827 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_60\"/>\n",
       "     <g id=\"text_33\">\n",
       "      <!-- 1500 -->\n",
       "      <g transform=\"translate(366.503665 241.715046)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-31\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_11\">\n",
       "     <g id=\"line2d_61\">\n",
       "      <path clip-path=\"url(#paec9c557e3)\" d=\"M 395.453665 191.701103 \n",
       "L 680.180938 191.701103 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_62\"/>\n",
       "     <g id=\"text_34\">\n",
       "      <!-- 2000 -->\n",
       "      <g transform=\"translate(366.503665 195.500322)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_12\">\n",
       "     <g id=\"line2d_63\">\n",
       "      <path clip-path=\"url(#paec9c557e3)\" d=\"M 395.453665 145.486379 \n",
       "L 680.180938 145.486379 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_64\"/>\n",
       "     <g id=\"text_35\">\n",
       "      <!-- 2500 -->\n",
       "      <g transform=\"translate(366.503665 149.285598)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_13\">\n",
       "     <g id=\"line2d_65\">\n",
       "      <path clip-path=\"url(#paec9c557e3)\" d=\"M 395.453665 99.271655 \n",
       "L 680.180938 99.271655 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_66\"/>\n",
       "     <g id=\"text_36\">\n",
       "      <!-- 3000 -->\n",
       "      <defs>\n",
       "       <path d=\"M 40.578125 39.3125 \n",
       "Q 47.65625 37.796875 51.625 33 \n",
       "Q 55.609375 28.21875 55.609375 21.1875 \n",
       "Q 55.609375 10.40625 48.1875 4.484375 \n",
       "Q 40.765625 -1.421875 27.09375 -1.421875 \n",
       "Q 22.515625 -1.421875 17.65625 -0.515625 \n",
       "Q 12.796875 0.390625 7.625 2.203125 \n",
       "L 7.625 11.71875 \n",
       "Q 11.71875 9.328125 16.59375 8.109375 \n",
       "Q 21.484375 6.890625 26.8125 6.890625 \n",
       "Q 36.078125 6.890625 40.9375 10.546875 \n",
       "Q 45.796875 14.203125 45.796875 21.1875 \n",
       "Q 45.796875 27.640625 41.28125 31.265625 \n",
       "Q 36.765625 34.90625 28.71875 34.90625 \n",
       "L 20.21875 34.90625 \n",
       "L 20.21875 43.015625 \n",
       "L 29.109375 43.015625 \n",
       "Q 36.375 43.015625 40.234375 45.921875 \n",
       "Q 44.09375 48.828125 44.09375 54.296875 \n",
       "Q 44.09375 59.90625 40.109375 62.90625 \n",
       "Q 36.140625 65.921875 28.71875 65.921875 \n",
       "Q 24.65625 65.921875 20.015625 65.03125 \n",
       "Q 15.375 64.15625 9.8125 62.3125 \n",
       "L 9.8125 71.09375 \n",
       "Q 15.4375 72.65625 20.34375 73.4375 \n",
       "Q 25.25 74.21875 29.59375 74.21875 \n",
       "Q 40.828125 74.21875 47.359375 69.109375 \n",
       "Q 53.90625 64.015625 53.90625 55.328125 \n",
       "Q 53.90625 49.265625 50.4375 45.09375 \n",
       "Q 46.96875 40.921875 40.578125 39.3125 \n",
       "z\n",
       "\" id=\"DejaVuSans-33\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(366.503665 103.070874)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-33\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_14\">\n",
       "     <g id=\"line2d_67\">\n",
       "      <path clip-path=\"url(#paec9c557e3)\" d=\"M 395.453665 53.056931 \n",
       "L 680.180938 53.056931 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_68\"/>\n",
       "     <g id=\"text_37\">\n",
       "      <!-- 3500 -->\n",
       "      <g transform=\"translate(366.503665 56.856149)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-33\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-35\"/>\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"190.869141\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"patch_18\">\n",
       "    <path clip-path=\"url(#paec9c557e3)\" d=\"M 402.571847 376.56 \n",
       "L 416.80821 376.56 \n",
       "L 416.80821 332.674498 \n",
       "L 402.571847 332.674498 \n",
       "z\n",
       "\" style=\"fill:#00008b;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_19\">\n",
       "    <path clip-path=\"url(#paec9c557e3)\" d=\"M 431.044574 376.56 \n",
       "L 445.280938 376.56 \n",
       "L 445.280938 328.360816 \n",
       "L 431.044574 328.360816 \n",
       "z\n",
       "\" style=\"fill:#00008b;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_20\">\n",
       "    <path clip-path=\"url(#paec9c557e3)\" d=\"M 459.517301 376.56 \n",
       "L 473.753665 376.56 \n",
       "L 473.753665 327.967066 \n",
       "L 459.517301 327.967066 \n",
       "z\n",
       "\" style=\"fill:#00008b;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_21\">\n",
       "    <path clip-path=\"url(#paec9c557e3)\" d=\"M 487.990028 376.56 \n",
       "L 502.226392 376.56 \n",
       "L 502.226392 326.374507 \n",
       "L 487.990028 326.374507 \n",
       "z\n",
       "\" style=\"fill:#00008b;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_22\">\n",
       "    <path clip-path=\"url(#paec9c557e3)\" d=\"M 516.462756 376.56 \n",
       "L 530.699119 376.56 \n",
       "L 530.699119 326.118477 \n",
       "L 516.462756 326.118477 \n",
       "z\n",
       "\" style=\"fill:#00008b;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_23\">\n",
       "    <path clip-path=\"url(#paec9c557e3)\" d=\"M 544.935483 376.56 \n",
       "L 559.171847 376.56 \n",
       "L 559.171847 325.99 \n",
       "L 544.935483 325.99 \n",
       "z\n",
       "\" style=\"fill:#00008b;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_24\">\n",
       "    <path clip-path=\"url(#paec9c557e3)\" d=\"M 573.40821 376.56 \n",
       "L 587.644574 376.56 \n",
       "L 587.644574 324.756991 \n",
       "L 573.40821 324.756991 \n",
       "z\n",
       "\" style=\"fill:#00008b;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_25\">\n",
       "    <path clip-path=\"url(#paec9c557e3)\" d=\"M 601.880938 376.56 \n",
       "L 616.117301 376.56 \n",
       "L 616.117301 322.755894 \n",
       "L 601.880938 322.755894 \n",
       "z\n",
       "\" style=\"fill:#00008b;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_26\">\n",
       "    <path clip-path=\"url(#paec9c557e3)\" d=\"M 630.353665 376.56 \n",
       "L 644.590028 376.56 \n",
       "L 644.590028 312.472193 \n",
       "L 630.353665 312.472193 \n",
       "z\n",
       "\" style=\"fill:#00008b;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_27\">\n",
       "    <path clip-path=\"url(#paec9c557e3)\" d=\"M 658.826392 376.56 \n",
       "L 673.062756 376.56 \n",
       "L 673.062756 65.931429 \n",
       "L 658.826392 65.931429 \n",
       "z\n",
       "\" style=\"fill:#00008b;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_28\">\n",
       "    <path d=\"M 395.453665 376.56 \n",
       "L 395.453665 50.4 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_29\">\n",
       "    <path d=\"M 680.180938 376.56 \n",
       "L 680.180938 50.4 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_30\">\n",
       "    <path d=\"M 395.453665 376.56 \n",
       "L 680.180938 376.56 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_31\">\n",
       "    <path d=\"M 395.453665 50.4 \n",
       "L 680.180938 50.4 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "  </g>\n",
       "  <g id=\"text_38\">\n",
       "   <!-- Weekly top losers and winners -->\n",
       "   <defs>\n",
       "    <path d=\"M 3.328125 72.90625 \n",
       "L 13.28125 72.90625 \n",
       "L 28.609375 11.28125 \n",
       "L 43.890625 72.90625 \n",
       "L 54.984375 72.90625 \n",
       "L 70.3125 11.28125 \n",
       "L 85.59375 72.90625 \n",
       "L 95.609375 72.90625 \n",
       "L 77.296875 0 \n",
       "L 64.890625 0 \n",
       "L 49.515625 63.28125 \n",
       "L 33.984375 0 \n",
       "L 21.578125 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-57\"/>\n",
       "    <path d=\"M 9.078125 75.984375 \n",
       "L 18.109375 75.984375 \n",
       "L 18.109375 31.109375 \n",
       "L 44.921875 54.6875 \n",
       "L 56.390625 54.6875 \n",
       "L 27.390625 29.109375 \n",
       "L 57.625 0 \n",
       "L 45.90625 0 \n",
       "L 18.109375 26.703125 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "z\n",
       "\" id=\"DejaVuSans-6b\"/>\n",
       "   </defs>\n",
       "   <g transform=\"translate(264.217813 16.318125)scale(0.12 -0.12)\">\n",
       "    <use xlink:href=\"#DejaVuSans-57\"/>\n",
       "    <use x=\"98.798828\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "    <use x=\"160.322266\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "    <use x=\"221.845703\" xlink:href=\"#DejaVuSans-6b\"/>\n",
       "    <use x=\"279.755859\" xlink:href=\"#DejaVuSans-6c\"/>\n",
       "    <use x=\"307.539062\" xlink:href=\"#DejaVuSans-79\"/>\n",
       "    <use x=\"366.71875\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "    <use x=\"398.505859\" xlink:href=\"#DejaVuSans-74\"/>\n",
       "    <use x=\"437.714844\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "    <use x=\"498.896484\" xlink:href=\"#DejaVuSans-70\"/>\n",
       "    <use x=\"562.373047\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "    <use x=\"594.160156\" xlink:href=\"#DejaVuSans-6c\"/>\n",
       "    <use x=\"621.943359\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "    <use x=\"683.125\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "    <use x=\"735.224609\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "    <use x=\"796.748047\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "    <use x=\"837.861328\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "    <use x=\"889.960938\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "    <use x=\"921.748047\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "    <use x=\"983.027344\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "    <use x=\"1046.40625\" xlink:href=\"#DejaVuSans-64\"/>\n",
       "    <use x=\"1109.882812\" xlink:href=\"#DejaVuSans-20\"/>\n",
       "    <use x=\"1141.669922\" xlink:href=\"#DejaVuSans-77\"/>\n",
       "    <use x=\"1223.457031\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "    <use x=\"1251.240234\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "    <use x=\"1314.619141\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "    <use x=\"1377.998047\" xlink:href=\"#DejaVuSans-65\"/>\n",
       "    <use x=\"1439.521484\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "    <use x=\"1480.634766\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "   </g>\n",
       "  </g>\n",
       " </g>\n",
       " <defs>\n",
       "  <clipPath id=\"p8486ffd4a2\">\n",
       "   <rect height=\"326.16\" width=\"284.727273\" x=\"53.780938\" y=\"50.4\"/>\n",
       "  </clipPath>\n",
       "  <clipPath id=\"paec9c557e3\">\n",
       "   <rect height=\"326.16\" width=\"284.727273\" x=\"395.453665\" y=\"50.4\"/>\n",
       "  </clipPath>\n",
       " </defs>\n",
       "</svg>\n"
      ],
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fd6a47992b0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Sorting in ascending order\n",
    "volatility7d = volatility.sort_values(by = ['percent_change_7d'], ascending = True)\n",
    "\n",
    "WTITLE = \"Weekly top losers and winners\"\n",
    "\n",
    "# Calling the top10_subplot function\n",
    "fig, ax = top10_subplot(volatility7d['percent_change_7d'], WTITLE)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "dc": {
     "key": "60"
    },
    "deletable": false,
    "editable": false,
    "run_control": {
     "frozen": true
    },
    "tags": [
     "context"
    ]
   },
   "source": [
    "## 9. How small is small?\n",
    "<p>The names of the cryptocurrencies above are quite unknown, and there is a considerable fluctuation between the 1 and 7 days percentage changes. As with stocks, and many other financial products, the smaller the capitalization, the bigger the risk and reward. Smaller cryptocurrencies are less stable projects in general, and therefore even riskier investments than the bigger ones<sup>1</sup>. Let's classify our dataset based on Investopedia's capitalization <a href=\"https://www.investopedia.com/video/play/large-cap/\">definitions</a> for company stocks. </p>\n",
    "<p><sup>1</sup> <em>Cryptocurrencies are a new asset class, so they are not directly comparable to stocks. Furthermore, there are no limits set in stone for what a \"small\" or \"large\" stock is. Finally, some investors argue that bitcoin is similar to gold, this would make them more comparable to a <a href=\"https://www.investopedia.com/terms/c/commodity.asp\">commodity</a> instead.</em></p>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "dc": {
     "key": "60"
    },
    "tags": [
     "sample_code"
    ]
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "             id  market_cap_usd\n",
      "0       bitcoin    2.130493e+11\n",
      "1      ethereum    4.352945e+10\n",
      "2  bitcoin-cash    2.529585e+10\n",
      "3          iota    1.475225e+10\n"
     ]
    }
   ],
   "source": [
    "# Selecting everything bigger than 10 billion \n",
    "largecaps = market_cap_raw.query('market_cap_usd > 1E+10')\n",
    "\n",
    "# Printing out largecaps\n",
    "print(largecaps)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "dc": {
     "key": "67"
    },
    "deletable": false,
    "editable": false,
    "run_control": {
     "frozen": true
    },
    "tags": [
     "context"
    ]
   },
   "source": [
    "## 10. Most coins are tiny\n",
    "<p>Note that many coins are not comparable to large companies in market cap, so let's divert from the original Investopedia definition by merging categories.</p>\n",
    "<p><em>This is all for now. Thanks for completing this project!</em></p>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "dc": {
     "key": "67"
    },
    "tags": [
     "sample_code"
    ]
   },
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\n",
       "<!-- Created with matplotlib (http://matplotlib.org/) -->\n",
       "<svg height=\"245pt\" version=\"1.1\" viewBox=\"0 0 412 245\" width=\"412pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\n",
       " <defs>\n",
       "  <style type=\"text/css\">\n",
       "*{stroke-linecap:butt;stroke-linejoin:round;}\n",
       "  </style>\n",
       " </defs>\n",
       " <g id=\"figure_1\">\n",
       "  <g id=\"patch_1\">\n",
       "   <path d=\"M 0 245.018125 \n",
       "L 412.8275 245.018125 \n",
       "L 412.8275 0 \n",
       "L 0 0 \n",
       "z\n",
       "\" style=\"fill:none;\"/>\n",
       "  </g>\n",
       "  <g id=\"axes_1\">\n",
       "   <g id=\"patch_2\">\n",
       "    <path d=\"M 29.7875 224.64 \n",
       "L 405.6275 224.64 \n",
       "L 405.6275 7.2 \n",
       "L 29.7875 7.2 \n",
       "z\n",
       "\" style=\"fill:#f0f0f0;\"/>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_1\">\n",
       "    <g id=\"xtick_1\">\n",
       "     <g id=\"line2d_1\">\n",
       "      <path clip-path=\"url(#pa9880bd59e)\" d=\"M 95.681526 224.64 \n",
       "L 95.681526 7.2 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_2\"/>\n",
       "     <g id=\"text_1\">\n",
       "      <!-- biggish -->\n",
       "      <defs>\n",
       "       <path d=\"M 48.6875 27.296875 \n",
       "Q 48.6875 37.203125 44.609375 42.84375 \n",
       "Q 40.53125 48.484375 33.40625 48.484375 \n",
       "Q 26.265625 48.484375 22.1875 42.84375 \n",
       "Q 18.109375 37.203125 18.109375 27.296875 \n",
       "Q 18.109375 17.390625 22.1875 11.75 \n",
       "Q 26.265625 6.109375 33.40625 6.109375 \n",
       "Q 40.53125 6.109375 44.609375 11.75 \n",
       "Q 48.6875 17.390625 48.6875 27.296875 \n",
       "z\n",
       "M 18.109375 46.390625 \n",
       "Q 20.953125 51.265625 25.265625 53.625 \n",
       "Q 29.59375 56 35.59375 56 \n",
       "Q 45.5625 56 51.78125 48.09375 \n",
       "Q 58.015625 40.1875 58.015625 27.296875 \n",
       "Q 58.015625 14.40625 51.78125 6.484375 \n",
       "Q 45.5625 -1.421875 35.59375 -1.421875 \n",
       "Q 29.59375 -1.421875 25.265625 0.953125 \n",
       "Q 20.953125 3.328125 18.109375 8.203125 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 75.984375 \n",
       "L 18.109375 75.984375 \n",
       "z\n",
       "\" id=\"DejaVuSans-62\"/>\n",
       "       <path d=\"M 9.421875 54.6875 \n",
       "L 18.40625 54.6875 \n",
       "L 18.40625 0 \n",
       "L 9.421875 0 \n",
       "z\n",
       "M 9.421875 75.984375 \n",
       "L 18.40625 75.984375 \n",
       "L 18.40625 64.59375 \n",
       "L 9.421875 64.59375 \n",
       "z\n",
       "\" id=\"DejaVuSans-69\"/>\n",
       "       <path d=\"M 45.40625 27.984375 \n",
       "Q 45.40625 37.75 41.375 43.109375 \n",
       "Q 37.359375 48.484375 30.078125 48.484375 \n",
       "Q 22.859375 48.484375 18.828125 43.109375 \n",
       "Q 14.796875 37.75 14.796875 27.984375 \n",
       "Q 14.796875 18.265625 18.828125 12.890625 \n",
       "Q 22.859375 7.515625 30.078125 7.515625 \n",
       "Q 37.359375 7.515625 41.375 12.890625 \n",
       "Q 45.40625 18.265625 45.40625 27.984375 \n",
       "z\n",
       "M 54.390625 6.78125 \n",
       "Q 54.390625 -7.171875 48.1875 -13.984375 \n",
       "Q 42 -20.796875 29.203125 -20.796875 \n",
       "Q 24.46875 -20.796875 20.265625 -20.09375 \n",
       "Q 16.0625 -19.390625 12.109375 -17.921875 \n",
       "L 12.109375 -9.1875 \n",
       "Q 16.0625 -11.328125 19.921875 -12.34375 \n",
       "Q 23.78125 -13.375 27.78125 -13.375 \n",
       "Q 36.625 -13.375 41.015625 -8.765625 \n",
       "Q 45.40625 -4.15625 45.40625 5.171875 \n",
       "L 45.40625 9.625 \n",
       "Q 42.625 4.78125 38.28125 2.390625 \n",
       "Q 33.9375 0 27.875 0 \n",
       "Q 17.828125 0 11.671875 7.65625 \n",
       "Q 5.515625 15.328125 5.515625 27.984375 \n",
       "Q 5.515625 40.671875 11.671875 48.328125 \n",
       "Q 17.828125 56 27.875 56 \n",
       "Q 33.9375 56 38.28125 53.609375 \n",
       "Q 42.625 51.21875 45.40625 46.390625 \n",
       "L 45.40625 54.6875 \n",
       "L 54.390625 54.6875 \n",
       "z\n",
       "\" id=\"DejaVuSans-67\"/>\n",
       "       <path d=\"M 44.28125 53.078125 \n",
       "L 44.28125 44.578125 \n",
       "Q 40.484375 46.53125 36.375 47.5 \n",
       "Q 32.28125 48.484375 27.875 48.484375 \n",
       "Q 21.1875 48.484375 17.84375 46.4375 \n",
       "Q 14.5 44.390625 14.5 40.28125 \n",
       "Q 14.5 37.15625 16.890625 35.375 \n",
       "Q 19.28125 33.59375 26.515625 31.984375 \n",
       "L 29.59375 31.296875 \n",
       "Q 39.15625 29.25 43.1875 25.515625 \n",
       "Q 47.21875 21.78125 47.21875 15.09375 \n",
       "Q 47.21875 7.46875 41.1875 3.015625 \n",
       "Q 35.15625 -1.421875 24.609375 -1.421875 \n",
       "Q 20.21875 -1.421875 15.453125 -0.5625 \n",
       "Q 10.6875 0.296875 5.421875 2 \n",
       "L 5.421875 11.28125 \n",
       "Q 10.40625 8.6875 15.234375 7.390625 \n",
       "Q 20.0625 6.109375 24.8125 6.109375 \n",
       "Q 31.15625 6.109375 34.5625 8.28125 \n",
       "Q 37.984375 10.453125 37.984375 14.40625 \n",
       "Q 37.984375 18.0625 35.515625 20.015625 \n",
       "Q 33.0625 21.96875 24.703125 23.78125 \n",
       "L 21.578125 24.515625 \n",
       "Q 13.234375 26.265625 9.515625 29.90625 \n",
       "Q 5.8125 33.546875 5.8125 39.890625 \n",
       "Q 5.8125 47.609375 11.28125 51.796875 \n",
       "Q 16.75 56 26.8125 56 \n",
       "Q 31.78125 56 36.171875 55.265625 \n",
       "Q 40.578125 54.546875 44.28125 53.078125 \n",
       "z\n",
       "\" id=\"DejaVuSans-73\"/>\n",
       "       <path d=\"M 54.890625 33.015625 \n",
       "L 54.890625 0 \n",
       "L 45.90625 0 \n",
       "L 45.90625 32.71875 \n",
       "Q 45.90625 40.484375 42.875 44.328125 \n",
       "Q 39.84375 48.1875 33.796875 48.1875 \n",
       "Q 26.515625 48.1875 22.3125 43.546875 \n",
       "Q 18.109375 38.921875 18.109375 30.90625 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 75.984375 \n",
       "L 18.109375 75.984375 \n",
       "L 18.109375 46.1875 \n",
       "Q 21.34375 51.125 25.703125 53.5625 \n",
       "Q 30.078125 56 35.796875 56 \n",
       "Q 45.21875 56 50.046875 50.171875 \n",
       "Q 54.890625 44.34375 54.890625 33.015625 \n",
       "z\n",
       "\" id=\"DejaVuSans-68\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(77.607307 235.738437)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-62\"/>\n",
       "       <use x=\"63.476562\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"91.259766\" xlink:href=\"#DejaVuSans-67\"/>\n",
       "       <use x=\"154.736328\" xlink:href=\"#DejaVuSans-67\"/>\n",
       "       <use x=\"218.212891\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"245.996094\" xlink:href=\"#DejaVuSans-73\"/>\n",
       "       <use x=\"298.095703\" xlink:href=\"#DejaVuSans-68\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_2\">\n",
       "     <g id=\"line2d_3\">\n",
       "      <path clip-path=\"url(#pa9880bd59e)\" d=\"M 217.7075 224.64 \n",
       "L 217.7075 7.2 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_4\"/>\n",
       "     <g id=\"text_2\">\n",
       "      <!-- micro -->\n",
       "      <defs>\n",
       "       <path d=\"M 52 44.1875 \n",
       "Q 55.375 50.25 60.0625 53.125 \n",
       "Q 64.75 56 71.09375 56 \n",
       "Q 79.640625 56 84.28125 50.015625 \n",
       "Q 88.921875 44.046875 88.921875 33.015625 \n",
       "L 88.921875 0 \n",
       "L 79.890625 0 \n",
       "L 79.890625 32.71875 \n",
       "Q 79.890625 40.578125 77.09375 44.375 \n",
       "Q 74.3125 48.1875 68.609375 48.1875 \n",
       "Q 61.625 48.1875 57.5625 43.546875 \n",
       "Q 53.515625 38.921875 53.515625 30.90625 \n",
       "L 53.515625 0 \n",
       "L 44.484375 0 \n",
       "L 44.484375 32.71875 \n",
       "Q 44.484375 40.625 41.703125 44.40625 \n",
       "Q 38.921875 48.1875 33.109375 48.1875 \n",
       "Q 26.21875 48.1875 22.15625 43.53125 \n",
       "Q 18.109375 38.875 18.109375 30.90625 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 54.6875 \n",
       "L 18.109375 54.6875 \n",
       "L 18.109375 46.1875 \n",
       "Q 21.1875 51.21875 25.484375 53.609375 \n",
       "Q 29.78125 56 35.6875 56 \n",
       "Q 41.65625 56 45.828125 52.96875 \n",
       "Q 50 49.953125 52 44.1875 \n",
       "z\n",
       "\" id=\"DejaVuSans-6d\"/>\n",
       "       <path d=\"M 48.78125 52.59375 \n",
       "L 48.78125 44.1875 \n",
       "Q 44.96875 46.296875 41.140625 47.34375 \n",
       "Q 37.3125 48.390625 33.40625 48.390625 \n",
       "Q 24.65625 48.390625 19.8125 42.84375 \n",
       "Q 14.984375 37.3125 14.984375 27.296875 \n",
       "Q 14.984375 17.28125 19.8125 11.734375 \n",
       "Q 24.65625 6.203125 33.40625 6.203125 \n",
       "Q 37.3125 6.203125 41.140625 7.25 \n",
       "Q 44.96875 8.296875 48.78125 10.40625 \n",
       "L 48.78125 2.09375 \n",
       "Q 45.015625 0.34375 40.984375 -0.53125 \n",
       "Q 36.96875 -1.421875 32.421875 -1.421875 \n",
       "Q 20.0625 -1.421875 12.78125 6.34375 \n",
       "Q 5.515625 14.109375 5.515625 27.296875 \n",
       "Q 5.515625 40.671875 12.859375 48.328125 \n",
       "Q 20.21875 56 33.015625 56 \n",
       "Q 37.15625 56 41.109375 55.140625 \n",
       "Q 45.0625 54.296875 48.78125 52.59375 \n",
       "z\n",
       "\" id=\"DejaVuSans-63\"/>\n",
       "       <path d=\"M 41.109375 46.296875 \n",
       "Q 39.59375 47.171875 37.8125 47.578125 \n",
       "Q 36.03125 48 33.890625 48 \n",
       "Q 26.265625 48 22.1875 43.046875 \n",
       "Q 18.109375 38.09375 18.109375 28.8125 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 54.6875 \n",
       "L 18.109375 54.6875 \n",
       "L 18.109375 46.1875 \n",
       "Q 20.953125 51.171875 25.484375 53.578125 \n",
       "Q 30.03125 56 36.53125 56 \n",
       "Q 37.453125 56 38.578125 55.875 \n",
       "Q 39.703125 55.765625 41.0625 55.515625 \n",
       "z\n",
       "\" id=\"DejaVuSans-72\"/>\n",
       "       <path d=\"M 30.609375 48.390625 \n",
       "Q 23.390625 48.390625 19.1875 42.75 \n",
       "Q 14.984375 37.109375 14.984375 27.296875 \n",
       "Q 14.984375 17.484375 19.15625 11.84375 \n",
       "Q 23.34375 6.203125 30.609375 6.203125 \n",
       "Q 37.796875 6.203125 41.984375 11.859375 \n",
       "Q 46.1875 17.53125 46.1875 27.296875 \n",
       "Q 46.1875 37.015625 41.984375 42.703125 \n",
       "Q 37.796875 48.390625 30.609375 48.390625 \n",
       "z\n",
       "M 30.609375 56 \n",
       "Q 42.328125 56 49.015625 48.375 \n",
       "Q 55.71875 40.765625 55.71875 27.296875 \n",
       "Q 55.71875 13.875 49.015625 6.21875 \n",
       "Q 42.328125 -1.421875 30.609375 -1.421875 \n",
       "Q 18.84375 -1.421875 12.171875 6.21875 \n",
       "Q 5.515625 13.875 5.515625 27.296875 \n",
       "Q 5.515625 40.765625 12.171875 48.375 \n",
       "Q 18.84375 56 30.609375 56 \n",
       "z\n",
       "\" id=\"DejaVuSans-6f\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(203.585625 235.738437)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-6d\"/>\n",
       "       <use x=\"97.412109\" xlink:href=\"#DejaVuSans-69\"/>\n",
       "       <use x=\"125.195312\" xlink:href=\"#DejaVuSans-63\"/>\n",
       "       <use x=\"180.175781\" xlink:href=\"#DejaVuSans-72\"/>\n",
       "       <use x=\"221.257812\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"xtick_3\">\n",
       "     <g id=\"line2d_5\">\n",
       "      <path clip-path=\"url(#pa9880bd59e)\" d=\"M 339.733474 224.64 \n",
       "L 339.733474 7.2 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_6\"/>\n",
       "     <g id=\"text_3\">\n",
       "      <!-- nano -->\n",
       "      <defs>\n",
       "       <path d=\"M 54.890625 33.015625 \n",
       "L 54.890625 0 \n",
       "L 45.90625 0 \n",
       "L 45.90625 32.71875 \n",
       "Q 45.90625 40.484375 42.875 44.328125 \n",
       "Q 39.84375 48.1875 33.796875 48.1875 \n",
       "Q 26.515625 48.1875 22.3125 43.546875 \n",
       "Q 18.109375 38.921875 18.109375 30.90625 \n",
       "L 18.109375 0 \n",
       "L 9.078125 0 \n",
       "L 9.078125 54.6875 \n",
       "L 18.109375 54.6875 \n",
       "L 18.109375 46.1875 \n",
       "Q 21.34375 51.125 25.703125 53.5625 \n",
       "Q 30.078125 56 35.796875 56 \n",
       "Q 45.21875 56 50.046875 50.171875 \n",
       "Q 54.890625 44.34375 54.890625 33.015625 \n",
       "z\n",
       "\" id=\"DejaVuSans-6e\"/>\n",
       "       <path d=\"M 34.28125 27.484375 \n",
       "Q 23.390625 27.484375 19.1875 25 \n",
       "Q 14.984375 22.515625 14.984375 16.5 \n",
       "Q 14.984375 11.71875 18.140625 8.90625 \n",
       "Q 21.296875 6.109375 26.703125 6.109375 \n",
       "Q 34.1875 6.109375 38.703125 11.40625 \n",
       "Q 43.21875 16.703125 43.21875 25.484375 \n",
       "L 43.21875 27.484375 \n",
       "z\n",
       "M 52.203125 31.203125 \n",
       "L 52.203125 0 \n",
       "L 43.21875 0 \n",
       "L 43.21875 8.296875 \n",
       "Q 40.140625 3.328125 35.546875 0.953125 \n",
       "Q 30.953125 -1.421875 24.3125 -1.421875 \n",
       "Q 15.921875 -1.421875 10.953125 3.296875 \n",
       "Q 6 8.015625 6 15.921875 \n",
       "Q 6 25.140625 12.171875 29.828125 \n",
       "Q 18.359375 34.515625 30.609375 34.515625 \n",
       "L 43.21875 34.515625 \n",
       "L 43.21875 35.40625 \n",
       "Q 43.21875 41.609375 39.140625 45 \n",
       "Q 35.0625 48.390625 27.6875 48.390625 \n",
       "Q 23 48.390625 18.546875 47.265625 \n",
       "Q 14.109375 46.140625 10.015625 43.890625 \n",
       "L 10.015625 52.203125 \n",
       "Q 14.9375 54.109375 19.578125 55.046875 \n",
       "Q 24.21875 56 28.609375 56 \n",
       "Q 40.484375 56 46.34375 49.84375 \n",
       "Q 52.203125 43.703125 52.203125 31.203125 \n",
       "z\n",
       "\" id=\"DejaVuSans-61\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(327.272537 235.738437)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-6e\"/>\n",
       "       <use x=\"63.378906\" xlink:href=\"#DejaVuSans-61\"/>\n",
       "       <use x=\"124.658203\" xlink:href=\"#DejaVuSans-6e\"/>\n",
       "       <use x=\"188.037109\" xlink:href=\"#DejaVuSans-6f\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"matplotlib.axis_2\">\n",
       "    <g id=\"ytick_1\">\n",
       "     <g id=\"line2d_7\">\n",
       "      <path clip-path=\"url(#pa9880bd59e)\" d=\"M 29.7875 224.64 \n",
       "L 405.6275 224.64 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_8\"/>\n",
       "     <g id=\"text_4\">\n",
       "      <!-- 0 -->\n",
       "      <defs>\n",
       "       <path d=\"M 31.78125 66.40625 \n",
       "Q 24.171875 66.40625 20.328125 58.90625 \n",
       "Q 16.5 51.421875 16.5 36.375 \n",
       "Q 16.5 21.390625 20.328125 13.890625 \n",
       "Q 24.171875 6.390625 31.78125 6.390625 \n",
       "Q 39.453125 6.390625 43.28125 13.890625 \n",
       "Q 47.125 21.390625 47.125 36.375 \n",
       "Q 47.125 51.421875 43.28125 58.90625 \n",
       "Q 39.453125 66.40625 31.78125 66.40625 \n",
       "z\n",
       "M 31.78125 74.21875 \n",
       "Q 44.046875 74.21875 50.515625 64.515625 \n",
       "Q 56.984375 54.828125 56.984375 36.375 \n",
       "Q 56.984375 17.96875 50.515625 8.265625 \n",
       "Q 44.046875 -1.421875 31.78125 -1.421875 \n",
       "Q 19.53125 -1.421875 13.0625 8.265625 \n",
       "Q 6.59375 17.96875 6.59375 36.375 \n",
       "Q 6.59375 54.828125 13.0625 64.515625 \n",
       "Q 19.53125 74.21875 31.78125 74.21875 \n",
       "z\n",
       "\" id=\"DejaVuSans-30\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(19.925 228.439219)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_2\">\n",
       "     <g id=\"line2d_9\">\n",
       "      <path clip-path=\"url(#pa9880bd59e)\" d=\"M 29.7875 178.41551 \n",
       "L 405.6275 178.41551 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_10\"/>\n",
       "     <g id=\"text_5\">\n",
       "      <!-- 200 -->\n",
       "      <defs>\n",
       "       <path d=\"M 19.1875 8.296875 \n",
       "L 53.609375 8.296875 \n",
       "L 53.609375 0 \n",
       "L 7.328125 0 \n",
       "L 7.328125 8.296875 \n",
       "Q 12.9375 14.109375 22.625 23.890625 \n",
       "Q 32.328125 33.6875 34.8125 36.53125 \n",
       "Q 39.546875 41.84375 41.421875 45.53125 \n",
       "Q 43.3125 49.21875 43.3125 52.78125 \n",
       "Q 43.3125 58.59375 39.234375 62.25 \n",
       "Q 35.15625 65.921875 28.609375 65.921875 \n",
       "Q 23.96875 65.921875 18.8125 64.3125 \n",
       "Q 13.671875 62.703125 7.8125 59.421875 \n",
       "L 7.8125 69.390625 \n",
       "Q 13.765625 71.78125 18.9375 73 \n",
       "Q 24.125 74.21875 28.421875 74.21875 \n",
       "Q 39.75 74.21875 46.484375 68.546875 \n",
       "Q 53.21875 62.890625 53.21875 53.421875 \n",
       "Q 53.21875 48.921875 51.53125 44.890625 \n",
       "Q 49.859375 40.875 45.40625 35.40625 \n",
       "Q 44.1875 33.984375 37.640625 27.21875 \n",
       "Q 31.109375 20.453125 19.1875 8.296875 \n",
       "z\n",
       "\" id=\"DejaVuSans-32\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(7.2 182.214729)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-32\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_3\">\n",
       "     <g id=\"line2d_11\">\n",
       "      <path clip-path=\"url(#pa9880bd59e)\" d=\"M 29.7875 132.19102 \n",
       "L 405.6275 132.19102 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_12\"/>\n",
       "     <g id=\"text_6\">\n",
       "      <!-- 400 -->\n",
       "      <defs>\n",
       "       <path d=\"M 37.796875 64.3125 \n",
       "L 12.890625 25.390625 \n",
       "L 37.796875 25.390625 \n",
       "z\n",
       "M 35.203125 72.90625 \n",
       "L 47.609375 72.90625 \n",
       "L 47.609375 25.390625 \n",
       "L 58.015625 25.390625 \n",
       "L 58.015625 17.1875 \n",
       "L 47.609375 17.1875 \n",
       "L 47.609375 0 \n",
       "L 37.796875 0 \n",
       "L 37.796875 17.1875 \n",
       "L 4.890625 17.1875 \n",
       "L 4.890625 26.703125 \n",
       "z\n",
       "\" id=\"DejaVuSans-34\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(7.2 135.990239)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-34\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_4\">\n",
       "     <g id=\"line2d_13\">\n",
       "      <path clip-path=\"url(#pa9880bd59e)\" d=\"M 29.7875 85.966531 \n",
       "L 405.6275 85.966531 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_14\"/>\n",
       "     <g id=\"text_7\">\n",
       "      <!-- 600 -->\n",
       "      <defs>\n",
       "       <path d=\"M 33.015625 40.375 \n",
       "Q 26.375 40.375 22.484375 35.828125 \n",
       "Q 18.609375 31.296875 18.609375 23.390625 \n",
       "Q 18.609375 15.53125 22.484375 10.953125 \n",
       "Q 26.375 6.390625 33.015625 6.390625 \n",
       "Q 39.65625 6.390625 43.53125 10.953125 \n",
       "Q 47.40625 15.53125 47.40625 23.390625 \n",
       "Q 47.40625 31.296875 43.53125 35.828125 \n",
       "Q 39.65625 40.375 33.015625 40.375 \n",
       "z\n",
       "M 52.59375 71.296875 \n",
       "L 52.59375 62.3125 \n",
       "Q 48.875 64.0625 45.09375 64.984375 \n",
       "Q 41.3125 65.921875 37.59375 65.921875 \n",
       "Q 27.828125 65.921875 22.671875 59.328125 \n",
       "Q 17.53125 52.734375 16.796875 39.40625 \n",
       "Q 19.671875 43.65625 24.015625 45.921875 \n",
       "Q 28.375 48.1875 33.59375 48.1875 \n",
       "Q 44.578125 48.1875 50.953125 41.515625 \n",
       "Q 57.328125 34.859375 57.328125 23.390625 \n",
       "Q 57.328125 12.15625 50.6875 5.359375 \n",
       "Q 44.046875 -1.421875 33.015625 -1.421875 \n",
       "Q 20.359375 -1.421875 13.671875 8.265625 \n",
       "Q 6.984375 17.96875 6.984375 36.375 \n",
       "Q 6.984375 53.65625 15.1875 63.9375 \n",
       "Q 23.390625 74.21875 37.203125 74.21875 \n",
       "Q 40.921875 74.21875 44.703125 73.484375 \n",
       "Q 48.484375 72.75 52.59375 71.296875 \n",
       "z\n",
       "\" id=\"DejaVuSans-36\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(7.2 89.765749)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-36\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "    <g id=\"ytick_5\">\n",
       "     <g id=\"line2d_15\">\n",
       "      <path clip-path=\"url(#pa9880bd59e)\" d=\"M 29.7875 39.742041 \n",
       "L 405.6275 39.742041 \n",
       "\" style=\"fill:none;stroke:#cbcbcb;\"/>\n",
       "     </g>\n",
       "     <g id=\"line2d_16\"/>\n",
       "     <g id=\"text_8\">\n",
       "      <!-- 800 -->\n",
       "      <defs>\n",
       "       <path d=\"M 31.78125 34.625 \n",
       "Q 24.75 34.625 20.71875 30.859375 \n",
       "Q 16.703125 27.09375 16.703125 20.515625 \n",
       "Q 16.703125 13.921875 20.71875 10.15625 \n",
       "Q 24.75 6.390625 31.78125 6.390625 \n",
       "Q 38.8125 6.390625 42.859375 10.171875 \n",
       "Q 46.921875 13.96875 46.921875 20.515625 \n",
       "Q 46.921875 27.09375 42.890625 30.859375 \n",
       "Q 38.875 34.625 31.78125 34.625 \n",
       "z\n",
       "M 21.921875 38.8125 \n",
       "Q 15.578125 40.375 12.03125 44.71875 \n",
       "Q 8.5 49.078125 8.5 55.328125 \n",
       "Q 8.5 64.0625 14.71875 69.140625 \n",
       "Q 20.953125 74.21875 31.78125 74.21875 \n",
       "Q 42.671875 74.21875 48.875 69.140625 \n",
       "Q 55.078125 64.0625 55.078125 55.328125 \n",
       "Q 55.078125 49.078125 51.53125 44.71875 \n",
       "Q 48 40.375 41.703125 38.8125 \n",
       "Q 48.828125 37.15625 52.796875 32.3125 \n",
       "Q 56.78125 27.484375 56.78125 20.515625 \n",
       "Q 56.78125 9.90625 50.3125 4.234375 \n",
       "Q 43.84375 -1.421875 31.78125 -1.421875 \n",
       "Q 19.734375 -1.421875 13.25 4.234375 \n",
       "Q 6.78125 9.90625 6.78125 20.515625 \n",
       "Q 6.78125 27.484375 10.78125 32.3125 \n",
       "Q 14.796875 37.15625 21.921875 38.8125 \n",
       "z\n",
       "M 18.3125 54.390625 \n",
       "Q 18.3125 48.734375 21.84375 45.5625 \n",
       "Q 25.390625 42.390625 31.78125 42.390625 \n",
       "Q 38.140625 42.390625 41.71875 45.5625 \n",
       "Q 45.3125 48.734375 45.3125 54.390625 \n",
       "Q 45.3125 60.0625 41.71875 63.234375 \n",
       "Q 38.140625 66.40625 31.78125 66.40625 \n",
       "Q 25.390625 66.40625 21.84375 63.234375 \n",
       "Q 18.3125 60.0625 18.3125 54.390625 \n",
       "z\n",
       "\" id=\"DejaVuSans-38\"/>\n",
       "      </defs>\n",
       "      <g transform=\"translate(7.2 43.54126)scale(0.1 -0.1)\">\n",
       "       <use xlink:href=\"#DejaVuSans-38\"/>\n",
       "       <use x=\"63.623047\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "       <use x=\"127.246094\" xlink:href=\"#DejaVuSans-30\"/>\n",
       "      </g>\n",
       "     </g>\n",
       "    </g>\n",
       "   </g>\n",
       "   <g id=\"patch_3\">\n",
       "    <path clip-path=\"url(#pa9880bd59e)\" d=\"M 46.871136 224.64 \n",
       "L 144.491916 224.64 \n",
       "L 144.491916 215.626224 \n",
       "L 46.871136 215.626224 \n",
       "z\n",
       "\" style=\"fill:#008fd5;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_4\">\n",
       "    <path clip-path=\"url(#pa9880bd59e)\" d=\"M 168.89711 224.64 \n",
       "L 266.51789 224.64 \n",
       "L 266.51789 202.452245 \n",
       "L 168.89711 202.452245 \n",
       "z\n",
       "\" style=\"fill:#008fd5;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_5\">\n",
       "    <path clip-path=\"url(#pa9880bd59e)\" d=\"M 290.923084 224.64 \n",
       "L 388.543864 224.64 \n",
       "L 388.543864 17.554286 \n",
       "L 290.923084 17.554286 \n",
       "z\n",
       "\" style=\"fill:#008fd5;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_6\">\n",
       "    <path d=\"M 29.7875 224.64 \n",
       "L 29.7875 7.2 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_7\">\n",
       "    <path d=\"M 405.6275 224.64 \n",
       "L 405.6275 7.2 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_8\">\n",
       "    <path d=\"M 29.7875 224.64 \n",
       "L 405.6275 224.64 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "   <g id=\"patch_9\">\n",
       "    <path d=\"M 29.7875 7.2 \n",
       "L 405.6275 7.2 \n",
       "\" style=\"fill:none;stroke:#f0f0f0;stroke-linecap:square;stroke-linejoin:miter;stroke-width:3;\"/>\n",
       "   </g>\n",
       "  </g>\n",
       " </g>\n",
       " <defs>\n",
       "  <clipPath id=\"pa9880bd59e\">\n",
       "   <rect height=\"217.44\" width=\"375.84\" x=\"29.7875\" y=\"7.2\"/>\n",
       "  </clipPath>\n",
       " </defs>\n",
       "</svg>\n"
      ],
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fd6a452b320>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Making a nice function for counting different marketcaps from the\n",
    "# \"cap\" DataFrame. Returns an int.\n",
    "def capcount(query_string):\n",
    "    return cap.query(query_string).count().id\n",
    "\n",
    "# Labels for the plot\n",
    "LABELS = [\"biggish\", \"micro\", \"nano\"]\n",
    "\n",
    "# Using capcount count the biggish cryptos\n",
    "biggish = capcount('market_cap_usd > 300000000')\n",
    "\n",
    "# Same as above for micro ...\n",
    "micro = capcount('300000000 > market_cap_usd > 50000000')\n",
    "\n",
    "# ... and for nano\n",
    "nano =  capcount('market_cap_usd < 50000000')\n",
    "\n",
    "# Making a list with the 3 counts\n",
    "values = [biggish, micro, nano]\n",
    "\n",
    "# Plotting them with matplotlib \n",
    "plt.bar(range(len(values)), values, tick_label = LABELS);"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.5.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}