crypto_clustering.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Clustering Crypto"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Initial imports\n",
    "import pandas as pd\n",
    "import hvplot.pandas\n",
    "from pathlib import Path\n",
    "import plotly.express as px\n",
    "from sklearn.preprocessing import StandardScaler, MinMaxScaler\n",
    "from sklearn.decomposition import PCA\n",
    "from sklearn.cluster import KMeans\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Deliverable 1: Preprocessing the Data for PCA"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "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>CoinName</th>\n",
       "      <th>Algorithm</th>\n",
       "      <th>IsTrading</th>\n",
       "      <th>ProofType</th>\n",
       "      <th>TotalCoinsMined</th>\n",
       "      <th>TotalCoinSupply</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>42 Coin</td>\n",
       "      <td>Scrypt</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>4.199995e+01</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>365</th>\n",
       "      <td>365Coin</td>\n",
       "      <td>X11</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2300000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>404</th>\n",
       "      <td>404Coin</td>\n",
       "      <td>Scrypt</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>1.055185e+09</td>\n",
       "      <td>532000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>611</th>\n",
       "      <td>SixEleven</td>\n",
       "      <td>SHA-256</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW</td>\n",
       "      <td>NaN</td>\n",
       "      <td>611000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>808</th>\n",
       "      <td>808</td>\n",
       "      <td>SHA-256</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1337</th>\n",
       "      <td>EliteCoin</td>\n",
       "      <td>X13</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>2.927942e+10</td>\n",
       "      <td>314159265359</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2015</th>\n",
       "      <td>2015 coin</td>\n",
       "      <td>X11</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BTC</th>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>SHA-256</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW</td>\n",
       "      <td>1.792718e+07</td>\n",
       "      <td>21000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ETH</th>\n",
       "      <td>Ethereum</td>\n",
       "      <td>Ethash</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW</td>\n",
       "      <td>1.076842e+08</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LTC</th>\n",
       "      <td>Litecoin</td>\n",
       "      <td>Scrypt</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW</td>\n",
       "      <td>6.303924e+07</td>\n",
       "      <td>84000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       CoinName Algorithm  IsTrading ProofType  TotalCoinsMined  \\\n",
       "42      42 Coin    Scrypt       True   PoW/PoS     4.199995e+01   \n",
       "365     365Coin       X11       True   PoW/PoS              NaN   \n",
       "404     404Coin    Scrypt       True   PoW/PoS     1.055185e+09   \n",
       "611   SixEleven   SHA-256       True       PoW              NaN   \n",
       "808         808   SHA-256       True   PoW/PoS     0.000000e+00   \n",
       "1337  EliteCoin       X13       True   PoW/PoS     2.927942e+10   \n",
       "2015  2015 coin       X11       True   PoW/PoS              NaN   \n",
       "BTC     Bitcoin   SHA-256       True       PoW     1.792718e+07   \n",
       "ETH    Ethereum    Ethash       True       PoW     1.076842e+08   \n",
       "LTC    Litecoin    Scrypt       True       PoW     6.303924e+07   \n",
       "\n",
       "     TotalCoinSupply  \n",
       "42                42  \n",
       "365       2300000000  \n",
       "404        532000000  \n",
       "611           611000  \n",
       "808                0  \n",
       "1337    314159265359  \n",
       "2015               0  \n",
       "BTC         21000000  \n",
       "ETH                0  \n",
       "LTC         84000000  "
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Load the crypto_data.csv dataset.\n",
    "file_path = 'Resources/crypto_data.csv'\n",
    "df = pd.read_csv(file_path, index_col=0)\n",
    "df.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(1144, 6)\n"
     ]
    },
    {
     "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>CoinName</th>\n",
       "      <th>Algorithm</th>\n",
       "      <th>IsTrading</th>\n",
       "      <th>ProofType</th>\n",
       "      <th>TotalCoinsMined</th>\n",
       "      <th>TotalCoinSupply</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>42 Coin</td>\n",
       "      <td>Scrypt</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>4.199995e+01</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>365</th>\n",
       "      <td>365Coin</td>\n",
       "      <td>X11</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2300000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>404</th>\n",
       "      <td>404Coin</td>\n",
       "      <td>Scrypt</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>1.055185e+09</td>\n",
       "      <td>532000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>611</th>\n",
       "      <td>SixEleven</td>\n",
       "      <td>SHA-256</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW</td>\n",
       "      <td>NaN</td>\n",
       "      <td>611000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>808</th>\n",
       "      <td>808</td>\n",
       "      <td>SHA-256</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1337</th>\n",
       "      <td>EliteCoin</td>\n",
       "      <td>X13</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>2.927942e+10</td>\n",
       "      <td>314159265359</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2015</th>\n",
       "      <td>2015 coin</td>\n",
       "      <td>X11</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BTC</th>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>SHA-256</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW</td>\n",
       "      <td>1.792718e+07</td>\n",
       "      <td>21000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ETH</th>\n",
       "      <td>Ethereum</td>\n",
       "      <td>Ethash</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW</td>\n",
       "      <td>1.076842e+08</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LTC</th>\n",
       "      <td>Litecoin</td>\n",
       "      <td>Scrypt</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW</td>\n",
       "      <td>6.303924e+07</td>\n",
       "      <td>84000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       CoinName Algorithm  IsTrading ProofType  TotalCoinsMined  \\\n",
       "42      42 Coin    Scrypt       True   PoW/PoS     4.199995e+01   \n",
       "365     365Coin       X11       True   PoW/PoS              NaN   \n",
       "404     404Coin    Scrypt       True   PoW/PoS     1.055185e+09   \n",
       "611   SixEleven   SHA-256       True       PoW              NaN   \n",
       "808         808   SHA-256       True   PoW/PoS     0.000000e+00   \n",
       "1337  EliteCoin       X13       True   PoW/PoS     2.927942e+10   \n",
       "2015  2015 coin       X11       True   PoW/PoS              NaN   \n",
       "BTC     Bitcoin   SHA-256       True       PoW     1.792718e+07   \n",
       "ETH    Ethereum    Ethash       True       PoW     1.076842e+08   \n",
       "LTC    Litecoin    Scrypt       True       PoW     6.303924e+07   \n",
       "\n",
       "     TotalCoinSupply  \n",
       "42                42  \n",
       "365       2300000000  \n",
       "404        532000000  \n",
       "611           611000  \n",
       "808                0  \n",
       "1337    314159265359  \n",
       "2015               0  \n",
       "BTC         21000000  \n",
       "ETH                0  \n",
       "LTC         84000000  "
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Keep all the cryptocurrencies that are being traded.\n",
    "crypto_df = df.loc[df['IsTrading'] == True]\n",
    "print(crypto_df.shape)\n",
    "crypto_df.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(1144, 6)\n"
     ]
    },
    {
     "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>CoinName</th>\n",
       "      <th>Algorithm</th>\n",
       "      <th>IsTrading</th>\n",
       "      <th>ProofType</th>\n",
       "      <th>TotalCoinsMined</th>\n",
       "      <th>TotalCoinSupply</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>42 Coin</td>\n",
       "      <td>Scrypt</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>4.199995e+01</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>365</th>\n",
       "      <td>365Coin</td>\n",
       "      <td>X11</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2300000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>404</th>\n",
       "      <td>404Coin</td>\n",
       "      <td>Scrypt</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>1.055185e+09</td>\n",
       "      <td>532000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>611</th>\n",
       "      <td>SixEleven</td>\n",
       "      <td>SHA-256</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW</td>\n",
       "      <td>NaN</td>\n",
       "      <td>611000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>808</th>\n",
       "      <td>808</td>\n",
       "      <td>SHA-256</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1337</th>\n",
       "      <td>EliteCoin</td>\n",
       "      <td>X13</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>2.927942e+10</td>\n",
       "      <td>314159265359</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2015</th>\n",
       "      <td>2015 coin</td>\n",
       "      <td>X11</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BTC</th>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>SHA-256</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW</td>\n",
       "      <td>1.792718e+07</td>\n",
       "      <td>21000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ETH</th>\n",
       "      <td>Ethereum</td>\n",
       "      <td>Ethash</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW</td>\n",
       "      <td>1.076842e+08</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LTC</th>\n",
       "      <td>Litecoin</td>\n",
       "      <td>Scrypt</td>\n",
       "      <td>True</td>\n",
       "      <td>PoW</td>\n",
       "      <td>6.303924e+07</td>\n",
       "      <td>84000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       CoinName Algorithm  IsTrading ProofType  TotalCoinsMined  \\\n",
       "42      42 Coin    Scrypt       True   PoW/PoS     4.199995e+01   \n",
       "365     365Coin       X11       True   PoW/PoS              NaN   \n",
       "404     404Coin    Scrypt       True   PoW/PoS     1.055185e+09   \n",
       "611   SixEleven   SHA-256       True       PoW              NaN   \n",
       "808         808   SHA-256       True   PoW/PoS     0.000000e+00   \n",
       "1337  EliteCoin       X13       True   PoW/PoS     2.927942e+10   \n",
       "2015  2015 coin       X11       True   PoW/PoS              NaN   \n",
       "BTC     Bitcoin   SHA-256       True       PoW     1.792718e+07   \n",
       "ETH    Ethereum    Ethash       True       PoW     1.076842e+08   \n",
       "LTC    Litecoin    Scrypt       True       PoW     6.303924e+07   \n",
       "\n",
       "     TotalCoinSupply  \n",
       "42                42  \n",
       "365       2300000000  \n",
       "404        532000000  \n",
       "611           611000  \n",
       "808                0  \n",
       "1337    314159265359  \n",
       "2015               0  \n",
       "BTC         21000000  \n",
       "ETH                0  \n",
       "LTC         84000000  "
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Keep all the cryptocurrencies that have a working algorithm.\n",
    "algorithm_df = crypto_df[crypto_df.Algorithm.isna() == False]\n",
    "print(algorithm_df.shape)\n",
    "algorithm_df.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(1144, 5)\n"
     ]
    },
    {
     "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>CoinName</th>\n",
       "      <th>Algorithm</th>\n",
       "      <th>ProofType</th>\n",
       "      <th>TotalCoinsMined</th>\n",
       "      <th>TotalCoinSupply</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>42 Coin</td>\n",
       "      <td>Scrypt</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>4.199995e+01</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>365</th>\n",
       "      <td>365Coin</td>\n",
       "      <td>X11</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2300000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>404</th>\n",
       "      <td>404Coin</td>\n",
       "      <td>Scrypt</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>1.055185e+09</td>\n",
       "      <td>532000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>611</th>\n",
       "      <td>SixEleven</td>\n",
       "      <td>SHA-256</td>\n",
       "      <td>PoW</td>\n",
       "      <td>NaN</td>\n",
       "      <td>611000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>808</th>\n",
       "      <td>808</td>\n",
       "      <td>SHA-256</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1337</th>\n",
       "      <td>EliteCoin</td>\n",
       "      <td>X13</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>2.927942e+10</td>\n",
       "      <td>314159265359</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2015</th>\n",
       "      <td>2015 coin</td>\n",
       "      <td>X11</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BTC</th>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>SHA-256</td>\n",
       "      <td>PoW</td>\n",
       "      <td>1.792718e+07</td>\n",
       "      <td>21000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ETH</th>\n",
       "      <td>Ethereum</td>\n",
       "      <td>Ethash</td>\n",
       "      <td>PoW</td>\n",
       "      <td>1.076842e+08</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LTC</th>\n",
       "      <td>Litecoin</td>\n",
       "      <td>Scrypt</td>\n",
       "      <td>PoW</td>\n",
       "      <td>6.303924e+07</td>\n",
       "      <td>84000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       CoinName Algorithm ProofType  TotalCoinsMined TotalCoinSupply\n",
       "42      42 Coin    Scrypt   PoW/PoS     4.199995e+01              42\n",
       "365     365Coin       X11   PoW/PoS              NaN      2300000000\n",
       "404     404Coin    Scrypt   PoW/PoS     1.055185e+09       532000000\n",
       "611   SixEleven   SHA-256       PoW              NaN          611000\n",
       "808         808   SHA-256   PoW/PoS     0.000000e+00               0\n",
       "1337  EliteCoin       X13   PoW/PoS     2.927942e+10    314159265359\n",
       "2015  2015 coin       X11   PoW/PoS              NaN               0\n",
       "BTC     Bitcoin   SHA-256       PoW     1.792718e+07        21000000\n",
       "ETH    Ethereum    Ethash       PoW     1.076842e+08               0\n",
       "LTC    Litecoin    Scrypt       PoW     6.303924e+07        84000000"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Remove the \"IsTrading\" column. \n",
    "remove_df = algorithm_df.drop(columns='IsTrading')\n",
    "print(remove_df.shape)\n",
    "remove_df.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(685, 5)\n"
     ]
    },
    {
     "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>CoinName</th>\n",
       "      <th>Algorithm</th>\n",
       "      <th>ProofType</th>\n",
       "      <th>TotalCoinsMined</th>\n",
       "      <th>TotalCoinSupply</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>42 Coin</td>\n",
       "      <td>Scrypt</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>4.199995e+01</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>404</th>\n",
       "      <td>404Coin</td>\n",
       "      <td>Scrypt</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>1.055185e+09</td>\n",
       "      <td>532000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>808</th>\n",
       "      <td>808</td>\n",
       "      <td>SHA-256</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1337</th>\n",
       "      <td>EliteCoin</td>\n",
       "      <td>X13</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>2.927942e+10</td>\n",
       "      <td>314159265359</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BTC</th>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>SHA-256</td>\n",
       "      <td>PoW</td>\n",
       "      <td>1.792718e+07</td>\n",
       "      <td>21000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ETH</th>\n",
       "      <td>Ethereum</td>\n",
       "      <td>Ethash</td>\n",
       "      <td>PoW</td>\n",
       "      <td>1.076842e+08</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LTC</th>\n",
       "      <td>Litecoin</td>\n",
       "      <td>Scrypt</td>\n",
       "      <td>PoW</td>\n",
       "      <td>6.303924e+07</td>\n",
       "      <td>84000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>DASH</th>\n",
       "      <td>Dash</td>\n",
       "      <td>X11</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>9.031294e+06</td>\n",
       "      <td>22000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>XMR</th>\n",
       "      <td>Monero</td>\n",
       "      <td>CryptoNight-V7</td>\n",
       "      <td>PoW</td>\n",
       "      <td>1.720114e+07</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ETC</th>\n",
       "      <td>Ethereum Classic</td>\n",
       "      <td>Ethash</td>\n",
       "      <td>PoW</td>\n",
       "      <td>1.133597e+08</td>\n",
       "      <td>210000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              CoinName       Algorithm ProofType  TotalCoinsMined  \\\n",
       "42             42 Coin          Scrypt   PoW/PoS     4.199995e+01   \n",
       "404            404Coin          Scrypt   PoW/PoS     1.055185e+09   \n",
       "808                808         SHA-256   PoW/PoS     0.000000e+00   \n",
       "1337         EliteCoin             X13   PoW/PoS     2.927942e+10   \n",
       "BTC            Bitcoin         SHA-256       PoW     1.792718e+07   \n",
       "ETH           Ethereum          Ethash       PoW     1.076842e+08   \n",
       "LTC           Litecoin          Scrypt       PoW     6.303924e+07   \n",
       "DASH              Dash             X11   PoW/PoS     9.031294e+06   \n",
       "XMR             Monero  CryptoNight-V7       PoW     1.720114e+07   \n",
       "ETC   Ethereum Classic          Ethash       PoW     1.133597e+08   \n",
       "\n",
       "     TotalCoinSupply  \n",
       "42                42  \n",
       "404        532000000  \n",
       "808                0  \n",
       "1337    314159265359  \n",
       "BTC         21000000  \n",
       "ETH                0  \n",
       "LTC         84000000  \n",
       "DASH        22000000  \n",
       "XMR                0  \n",
       "ETC        210000000  "
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Remove rows that have at least 1 null value.\n",
    "onenull_df = remove_df.dropna(how='any', axis=0)\n",
    "print(onenull_df.shape)\n",
    "onenull_df.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(532, 5)\n"
     ]
    },
    {
     "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>CoinName</th>\n",
       "      <th>Algorithm</th>\n",
       "      <th>ProofType</th>\n",
       "      <th>TotalCoinsMined</th>\n",
       "      <th>TotalCoinSupply</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>42 Coin</td>\n",
       "      <td>Scrypt</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>4.199995e+01</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>404</th>\n",
       "      <td>404Coin</td>\n",
       "      <td>Scrypt</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>1.055185e+09</td>\n",
       "      <td>532000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1337</th>\n",
       "      <td>EliteCoin</td>\n",
       "      <td>X13</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>2.927942e+10</td>\n",
       "      <td>314159265359</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BTC</th>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>SHA-256</td>\n",
       "      <td>PoW</td>\n",
       "      <td>1.792718e+07</td>\n",
       "      <td>21000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ETH</th>\n",
       "      <td>Ethereum</td>\n",
       "      <td>Ethash</td>\n",
       "      <td>PoW</td>\n",
       "      <td>1.076842e+08</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LTC</th>\n",
       "      <td>Litecoin</td>\n",
       "      <td>Scrypt</td>\n",
       "      <td>PoW</td>\n",
       "      <td>6.303924e+07</td>\n",
       "      <td>84000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>DASH</th>\n",
       "      <td>Dash</td>\n",
       "      <td>X11</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>9.031294e+06</td>\n",
       "      <td>22000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>XMR</th>\n",
       "      <td>Monero</td>\n",
       "      <td>CryptoNight-V7</td>\n",
       "      <td>PoW</td>\n",
       "      <td>1.720114e+07</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ETC</th>\n",
       "      <td>Ethereum Classic</td>\n",
       "      <td>Ethash</td>\n",
       "      <td>PoW</td>\n",
       "      <td>1.133597e+08</td>\n",
       "      <td>210000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ZEC</th>\n",
       "      <td>ZCash</td>\n",
       "      <td>Equihash</td>\n",
       "      <td>PoW</td>\n",
       "      <td>7.383056e+06</td>\n",
       "      <td>21000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              CoinName       Algorithm ProofType  TotalCoinsMined  \\\n",
       "42             42 Coin          Scrypt   PoW/PoS     4.199995e+01   \n",
       "404            404Coin          Scrypt   PoW/PoS     1.055185e+09   \n",
       "1337         EliteCoin             X13   PoW/PoS     2.927942e+10   \n",
       "BTC            Bitcoin         SHA-256       PoW     1.792718e+07   \n",
       "ETH           Ethereum          Ethash       PoW     1.076842e+08   \n",
       "LTC           Litecoin          Scrypt       PoW     6.303924e+07   \n",
       "DASH              Dash             X11   PoW/PoS     9.031294e+06   \n",
       "XMR             Monero  CryptoNight-V7       PoW     1.720114e+07   \n",
       "ETC   Ethereum Classic          Ethash       PoW     1.133597e+08   \n",
       "ZEC              ZCash        Equihash       PoW     7.383056e+06   \n",
       "\n",
       "     TotalCoinSupply  \n",
       "42                42  \n",
       "404        532000000  \n",
       "1337    314159265359  \n",
       "BTC         21000000  \n",
       "ETH                0  \n",
       "LTC         84000000  \n",
       "DASH        22000000  \n",
       "XMR                0  \n",
       "ETC        210000000  \n",
       "ZEC         21000000  "
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Keep the rows where coins are mined.\n",
    "coin_df = onenull_df[onenull_df.TotalCoinsMined > 0]\n",
    "print(coin_df.shape)\n",
    "coin_df.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(532, 1)\n"
     ]
    },
    {
     "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>CoinName</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>42 Coin</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>404</th>\n",
       "      <td>404Coin</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1337</th>\n",
       "      <td>EliteCoin</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BTC</th>\n",
       "      <td>Bitcoin</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ETH</th>\n",
       "      <td>Ethereum</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       CoinName\n",
       "42      42 Coin\n",
       "404     404Coin\n",
       "1337  EliteCoin\n",
       "BTC     Bitcoin\n",
       "ETH    Ethereum"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Create a new DataFrame that holds only the cryptocurrencies names.\n",
    "names_df = coin_df.filter(['CoinName'], axis=1)\n",
    "print(names_df.shape)\n",
    "names_df.head(5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(532, 4)\n"
     ]
    },
    {
     "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>Algorithm</th>\n",
       "      <th>ProofType</th>\n",
       "      <th>TotalCoinsMined</th>\n",
       "      <th>TotalCoinSupply</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Scrypt</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>4.199995e+01</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>404</th>\n",
       "      <td>Scrypt</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>1.055185e+09</td>\n",
       "      <td>532000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1337</th>\n",
       "      <td>X13</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>2.927942e+10</td>\n",
       "      <td>314159265359</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BTC</th>\n",
       "      <td>SHA-256</td>\n",
       "      <td>PoW</td>\n",
       "      <td>1.792718e+07</td>\n",
       "      <td>21000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ETH</th>\n",
       "      <td>Ethash</td>\n",
       "      <td>PoW</td>\n",
       "      <td>1.076842e+08</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LTC</th>\n",
       "      <td>Scrypt</td>\n",
       "      <td>PoW</td>\n",
       "      <td>6.303924e+07</td>\n",
       "      <td>84000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>DASH</th>\n",
       "      <td>X11</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>9.031294e+06</td>\n",
       "      <td>22000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>XMR</th>\n",
       "      <td>CryptoNight-V7</td>\n",
       "      <td>PoW</td>\n",
       "      <td>1.720114e+07</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ETC</th>\n",
       "      <td>Ethash</td>\n",
       "      <td>PoW</td>\n",
       "      <td>1.133597e+08</td>\n",
       "      <td>210000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ZEC</th>\n",
       "      <td>Equihash</td>\n",
       "      <td>PoW</td>\n",
       "      <td>7.383056e+06</td>\n",
       "      <td>21000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           Algorithm ProofType  TotalCoinsMined TotalCoinSupply\n",
       "42            Scrypt   PoW/PoS     4.199995e+01              42\n",
       "404           Scrypt   PoW/PoS     1.055185e+09       532000000\n",
       "1337             X13   PoW/PoS     2.927942e+10    314159265359\n",
       "BTC          SHA-256       PoW     1.792718e+07        21000000\n",
       "ETH           Ethash       PoW     1.076842e+08               0\n",
       "LTC           Scrypt       PoW     6.303924e+07        84000000\n",
       "DASH             X11   PoW/PoS     9.031294e+06        22000000\n",
       "XMR   CryptoNight-V7       PoW     1.720114e+07               0\n",
       "ETC           Ethash       PoW     1.133597e+08       210000000\n",
       "ZEC         Equihash       PoW     7.383056e+06        21000000"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Drop the 'CoinName' column since it's not going to be used on the clustering algorithm.\n",
    "drop_df = coin_df.drop(['CoinName'], axis=1)\n",
    "print(drop_df.shape)\n",
    "drop_df.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(532, 98)\n"
     ]
    },
    {
     "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>TotalCoinsMined</th>\n",
       "      <th>TotalCoinSupply</th>\n",
       "      <th>Algorithm_1GB AES Pattern Search</th>\n",
       "      <th>Algorithm_536</th>\n",
       "      <th>Algorithm_Argon2d</th>\n",
       "      <th>Algorithm_BLAKE256</th>\n",
       "      <th>Algorithm_Blake</th>\n",
       "      <th>Algorithm_Blake2S</th>\n",
       "      <th>Algorithm_Blake2b</th>\n",
       "      <th>Algorithm_C11</th>\n",
       "      <th>...</th>\n",
       "      <th>ProofType_PoW/PoS</th>\n",
       "      <th>ProofType_PoW/PoS</th>\n",
       "      <th>ProofType_PoW/PoW</th>\n",
       "      <th>ProofType_PoW/nPoS</th>\n",
       "      <th>ProofType_Pos</th>\n",
       "      <th>ProofType_Proof of Authority</th>\n",
       "      <th>ProofType_Proof of Trust</th>\n",
       "      <th>ProofType_TPoS</th>\n",
       "      <th>ProofType_Zero-Knowledge Proof</th>\n",
       "      <th>ProofType_dPoW/PoW</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>4.199995e+01</td>\n",
       "      <td>42</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>404</th>\n",
       "      <td>1.055185e+09</td>\n",
       "      <td>532000000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1337</th>\n",
       "      <td>2.927942e+10</td>\n",
       "      <td>314159265359</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BTC</th>\n",
       "      <td>1.792718e+07</td>\n",
       "      <td>21000000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ETH</th>\n",
       "      <td>1.076842e+08</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LTC</th>\n",
       "      <td>6.303924e+07</td>\n",
       "      <td>84000000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>DASH</th>\n",
       "      <td>9.031294e+06</td>\n",
       "      <td>22000000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>XMR</th>\n",
       "      <td>1.720114e+07</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ETC</th>\n",
       "      <td>1.133597e+08</td>\n",
       "      <td>210000000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ZEC</th>\n",
       "      <td>7.383056e+06</td>\n",
       "      <td>21000000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>...</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>10 rows × 98 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "      TotalCoinsMined TotalCoinSupply  Algorithm_1GB AES Pattern Search  \\\n",
       "42       4.199995e+01              42                                 0   \n",
       "404      1.055185e+09       532000000                                 0   \n",
       "1337     2.927942e+10    314159265359                                 0   \n",
       "BTC      1.792718e+07        21000000                                 0   \n",
       "ETH      1.076842e+08               0                                 0   \n",
       "LTC      6.303924e+07        84000000                                 0   \n",
       "DASH     9.031294e+06        22000000                                 0   \n",
       "XMR      1.720114e+07               0                                 0   \n",
       "ETC      1.133597e+08       210000000                                 0   \n",
       "ZEC      7.383056e+06        21000000                                 0   \n",
       "\n",
       "      Algorithm_536  Algorithm_Argon2d  Algorithm_BLAKE256  Algorithm_Blake  \\\n",
       "42                0                  0                   0                0   \n",
       "404               0                  0                   0                0   \n",
       "1337              0                  0                   0                0   \n",
       "BTC               0                  0                   0                0   \n",
       "ETH               0                  0                   0                0   \n",
       "LTC               0                  0                   0                0   \n",
       "DASH              0                  0                   0                0   \n",
       "XMR               0                  0                   0                0   \n",
       "ETC               0                  0                   0                0   \n",
       "ZEC               0                  0                   0                0   \n",
       "\n",
       "      Algorithm_Blake2S  Algorithm_Blake2b  Algorithm_C11  ...  \\\n",
       "42                    0                  0              0  ...   \n",
       "404                   0                  0              0  ...   \n",
       "1337                  0                  0              0  ...   \n",
       "BTC                   0                  0              0  ...   \n",
       "ETH                   0                  0              0  ...   \n",
       "LTC                   0                  0              0  ...   \n",
       "DASH                  0                  0              0  ...   \n",
       "XMR                   0                  0              0  ...   \n",
       "ETC                   0                  0              0  ...   \n",
       "ZEC                   0                  0              0  ...   \n",
       "\n",
       "      ProofType_PoW/PoS  ProofType_PoW/PoS   ProofType_PoW/PoW  \\\n",
       "42                    1                   0                  0   \n",
       "404                   1                   0                  0   \n",
       "1337                  1                   0                  0   \n",
       "BTC                   0                   0                  0   \n",
       "ETH                   0                   0                  0   \n",
       "LTC                   0                   0                  0   \n",
       "DASH                  1                   0                  0   \n",
       "XMR                   0                   0                  0   \n",
       "ETC                   0                   0                  0   \n",
       "ZEC                   0                   0                  0   \n",
       "\n",
       "      ProofType_PoW/nPoS  ProofType_Pos  ProofType_Proof of Authority  \\\n",
       "42                     0              0                             0   \n",
       "404                    0              0                             0   \n",
       "1337                   0              0                             0   \n",
       "BTC                    0              0                             0   \n",
       "ETH                    0              0                             0   \n",
       "LTC                    0              0                             0   \n",
       "DASH                   0              0                             0   \n",
       "XMR                    0              0                             0   \n",
       "ETC                    0              0                             0   \n",
       "ZEC                    0              0                             0   \n",
       "\n",
       "      ProofType_Proof of Trust  ProofType_TPoS  \\\n",
       "42                           0               0   \n",
       "404                          0               0   \n",
       "1337                         0               0   \n",
       "BTC                          0               0   \n",
       "ETH                          0               0   \n",
       "LTC                          0               0   \n",
       "DASH                         0               0   \n",
       "XMR                          0               0   \n",
       "ETC                          0               0   \n",
       "ZEC                          0               0   \n",
       "\n",
       "      ProofType_Zero-Knowledge Proof  ProofType_dPoW/PoW  \n",
       "42                                 0                   0  \n",
       "404                                0                   0  \n",
       "1337                               0                   0  \n",
       "BTC                                0                   0  \n",
       "ETH                                0                   0  \n",
       "LTC                                0                   0  \n",
       "DASH                               0                   0  \n",
       "XMR                                0                   0  \n",
       "ETC                                0                   0  \n",
       "ZEC                                0                   0  \n",
       "\n",
       "[10 rows x 98 columns]"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Use get_dummies() to create variables for text features.\n",
    "X = pd.get_dummies(drop_df, columns=['Algorithm', 'ProofType'])\n",
    "print(X.shape)\n",
    "X.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[-0.11710817, -0.1528703 , -0.0433963 , -0.0433963 , -0.0433963 ,\n",
       "        -0.06142951, -0.07530656, -0.0433963 , -0.06142951, -0.06142951,\n",
       "        -0.0433963 , -0.0433963 , -0.19245009, -0.06142951, -0.09740465,\n",
       "        -0.0433963 , -0.11547005, -0.07530656, -0.0433963 , -0.0433963 ,\n",
       "        -0.15191091, -0.0433963 , -0.13118084, -0.0433963 , -0.0433963 ,\n",
       "        -0.08703883, -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 ,\n",
       "        -0.06142951, -0.0433963 , -0.08703883, -0.08703883, -0.08703883,\n",
       "        -0.0433963 , -0.13118084, -0.13840913, -0.13840913, -0.0433963 ,\n",
       "        -0.06142951, -0.0433963 , -0.07530656, -0.18168574, -0.0433963 ,\n",
       "        -0.0433963 , -0.0433963 , -0.07530656, -0.15826614, -0.31491833,\n",
       "        -0.0433963 , -0.08703883, -0.07530656, -0.06142951,  1.38675049,\n",
       "        -0.0433963 , -0.0433963 , -0.06142951, -0.0433963 , -0.0433963 ,\n",
       "        -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 ,\n",
       "        -0.0433963 , -0.39879994, -0.0433963 , -0.18168574, -0.0433963 ,\n",
       "        -0.08703883, -0.08703883, -0.10680283, -0.0433963 , -0.13118084,\n",
       "        -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 , -0.07530656,\n",
       "        -0.43911856, -0.0433963 , -0.06142951, -0.0433963 , -0.0433963 ,\n",
       "        -0.89632016, -0.0433963 , -0.0433963 ,  1.42222617, -0.0433963 ,\n",
       "        -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 ,\n",
       "        -0.0433963 , -0.0433963 , -0.0433963 ],\n",
       "       [-0.09396955, -0.145009  , -0.0433963 , -0.0433963 , -0.0433963 ,\n",
       "        -0.06142951, -0.07530656, -0.0433963 , -0.06142951, -0.06142951,\n",
       "        -0.0433963 , -0.0433963 , -0.19245009, -0.06142951, -0.09740465,\n",
       "        -0.0433963 , -0.11547005, -0.07530656, -0.0433963 , -0.0433963 ,\n",
       "        -0.15191091, -0.0433963 , -0.13118084, -0.0433963 , -0.0433963 ,\n",
       "        -0.08703883, -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 ,\n",
       "        -0.06142951, -0.0433963 , -0.08703883, -0.08703883, -0.08703883,\n",
       "        -0.0433963 , -0.13118084, -0.13840913, -0.13840913, -0.0433963 ,\n",
       "        -0.06142951, -0.0433963 , -0.07530656, -0.18168574, -0.0433963 ,\n",
       "        -0.0433963 , -0.0433963 , -0.07530656, -0.15826614, -0.31491833,\n",
       "        -0.0433963 , -0.08703883, -0.07530656, -0.06142951,  1.38675049,\n",
       "        -0.0433963 , -0.0433963 , -0.06142951, -0.0433963 , -0.0433963 ,\n",
       "        -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 ,\n",
       "        -0.0433963 , -0.39879994, -0.0433963 , -0.18168574, -0.0433963 ,\n",
       "        -0.08703883, -0.08703883, -0.10680283, -0.0433963 , -0.13118084,\n",
       "        -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 , -0.07530656,\n",
       "        -0.43911856, -0.0433963 , -0.06142951, -0.0433963 , -0.0433963 ,\n",
       "        -0.89632016, -0.0433963 , -0.0433963 ,  1.42222617, -0.0433963 ,\n",
       "        -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 ,\n",
       "        -0.0433963 , -0.0433963 , -0.0433963 ],\n",
       "       [ 0.52494561,  4.48942416, -0.0433963 , -0.0433963 , -0.0433963 ,\n",
       "        -0.06142951, -0.07530656, -0.0433963 , -0.06142951, -0.06142951,\n",
       "        -0.0433963 , -0.0433963 , -0.19245009, -0.06142951, -0.09740465,\n",
       "        -0.0433963 , -0.11547005, -0.07530656, -0.0433963 , -0.0433963 ,\n",
       "        -0.15191091, -0.0433963 , -0.13118084, -0.0433963 , -0.0433963 ,\n",
       "        -0.08703883, -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 ,\n",
       "        -0.06142951, -0.0433963 , -0.08703883, -0.08703883, -0.08703883,\n",
       "        -0.0433963 , -0.13118084, -0.13840913, -0.13840913, -0.0433963 ,\n",
       "        -0.06142951, -0.0433963 , -0.07530656, -0.18168574, -0.0433963 ,\n",
       "        -0.0433963 , -0.0433963 , -0.07530656, -0.15826614, -0.31491833,\n",
       "        -0.0433963 , -0.08703883, -0.07530656, -0.06142951, -0.72111026,\n",
       "        -0.0433963 , -0.0433963 , -0.06142951, -0.0433963 , -0.0433963 ,\n",
       "        -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 ,\n",
       "        -0.0433963 , -0.39879994, -0.0433963 ,  5.50400923, -0.0433963 ,\n",
       "        -0.08703883, -0.08703883, -0.10680283, -0.0433963 , -0.13118084,\n",
       "        -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 , -0.07530656,\n",
       "        -0.43911856, -0.0433963 , -0.06142951, -0.0433963 , -0.0433963 ,\n",
       "        -0.89632016, -0.0433963 , -0.0433963 ,  1.42222617, -0.0433963 ,\n",
       "        -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 ,\n",
       "        -0.0433963 , -0.0433963 , -0.0433963 ],\n",
       "       [-0.11671506, -0.15255998, -0.0433963 , -0.0433963 , -0.0433963 ,\n",
       "        -0.06142951, -0.07530656, -0.0433963 , -0.06142951, -0.06142951,\n",
       "        -0.0433963 , -0.0433963 , -0.19245009, -0.06142951, -0.09740465,\n",
       "        -0.0433963 , -0.11547005, -0.07530656, -0.0433963 , -0.0433963 ,\n",
       "        -0.15191091, -0.0433963 , -0.13118084, -0.0433963 , -0.0433963 ,\n",
       "        -0.08703883, -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 ,\n",
       "        -0.06142951, -0.0433963 , -0.08703883, -0.08703883, -0.08703883,\n",
       "        -0.0433963 , -0.13118084, -0.13840913, -0.13840913, -0.0433963 ,\n",
       "        -0.06142951, -0.0433963 , -0.07530656, -0.18168574, -0.0433963 ,\n",
       "        -0.0433963 , -0.0433963 , -0.07530656, -0.15826614,  3.17542648,\n",
       "        -0.0433963 , -0.08703883, -0.07530656, -0.06142951, -0.72111026,\n",
       "        -0.0433963 , -0.0433963 , -0.06142951, -0.0433963 , -0.0433963 ,\n",
       "        -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 ,\n",
       "        -0.0433963 , -0.39879994, -0.0433963 , -0.18168574, -0.0433963 ,\n",
       "        -0.08703883, -0.08703883, -0.10680283, -0.0433963 , -0.13118084,\n",
       "        -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 , -0.07530656,\n",
       "        -0.43911856, -0.0433963 , -0.06142951, -0.0433963 , -0.0433963 ,\n",
       "         1.11567277, -0.0433963 , -0.0433963 , -0.70312305, -0.0433963 ,\n",
       "        -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 ,\n",
       "        -0.0433963 , -0.0433963 , -0.0433963 ],\n",
       "       [-0.11474682, -0.1528703 , -0.0433963 , -0.0433963 , -0.0433963 ,\n",
       "        -0.06142951, -0.07530656, -0.0433963 , -0.06142951, -0.06142951,\n",
       "        -0.0433963 , -0.0433963 , -0.19245009, -0.06142951, -0.09740465,\n",
       "        -0.0433963 , -0.11547005, -0.07530656, -0.0433963 , -0.0433963 ,\n",
       "        -0.15191091, -0.0433963 ,  7.62306442, -0.0433963 , -0.0433963 ,\n",
       "        -0.08703883, -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 ,\n",
       "        -0.06142951, -0.0433963 , -0.08703883, -0.08703883, -0.08703883,\n",
       "        -0.0433963 , -0.13118084, -0.13840913, -0.13840913, -0.0433963 ,\n",
       "        -0.06142951, -0.0433963 , -0.07530656, -0.18168574, -0.0433963 ,\n",
       "        -0.0433963 , -0.0433963 , -0.07530656, -0.15826614, -0.31491833,\n",
       "        -0.0433963 , -0.08703883, -0.07530656, -0.06142951, -0.72111026,\n",
       "        -0.0433963 , -0.0433963 , -0.06142951, -0.0433963 , -0.0433963 ,\n",
       "        -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 ,\n",
       "        -0.0433963 , -0.39879994, -0.0433963 , -0.18168574, -0.0433963 ,\n",
       "        -0.08703883, -0.08703883, -0.10680283, -0.0433963 , -0.13118084,\n",
       "        -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 , -0.07530656,\n",
       "        -0.43911856, -0.0433963 , -0.06142951, -0.0433963 , -0.0433963 ,\n",
       "         1.11567277, -0.0433963 , -0.0433963 , -0.70312305, -0.0433963 ,\n",
       "        -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 , -0.0433963 ,\n",
       "        -0.0433963 , -0.0433963 , -0.0433963 ]])"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Standardize the data with StandardScaler().\n",
    "scaler = StandardScaler()\n",
    "scaled_df = scaler.fit_transform(X)\n",
    "scaled_df[0:5]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Deliverable 2: Reducing Data Dimensions Using PCA"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[-0.33700856,  0.99347542, -0.57755008],\n",
       "       [-0.32034935,  0.99362724, -0.577961  ],\n",
       "       [ 2.30319428,  1.67208075, -0.67020702],\n",
       "       ...,\n",
       "       [ 0.32825378, -2.29768856,  0.40938612],\n",
       "       [-0.17350157, -2.08216604,  0.34091927],\n",
       "       [-0.29204856,  0.7956797 , -0.27298379]])"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Using PCA to reduce dimension to three principal components.\n",
    "pca = PCA(n_components=3)\n",
    "pca_df = pca.fit_transform(scaled_df)\n",
    "pca_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(532, 3)\n"
     ]
    },
    {
     "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>PC 1</th>\n",
       "      <th>PC 2</th>\n",
       "      <th>PC 3</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>-0.337009</td>\n",
       "      <td>0.993475</td>\n",
       "      <td>-0.577550</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>404</th>\n",
       "      <td>-0.320349</td>\n",
       "      <td>0.993627</td>\n",
       "      <td>-0.577961</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1337</th>\n",
       "      <td>2.303194</td>\n",
       "      <td>1.672081</td>\n",
       "      <td>-0.670207</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BTC</th>\n",
       "      <td>-0.147898</td>\n",
       "      <td>-1.319326</td>\n",
       "      <td>0.211742</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ETH</th>\n",
       "      <td>-0.149233</td>\n",
       "      <td>-2.049188</td>\n",
       "      <td>0.395210</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LTC</th>\n",
       "      <td>-0.165903</td>\n",
       "      <td>-1.156347</td>\n",
       "      <td>-0.004807</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>DASH</th>\n",
       "      <td>-0.391734</td>\n",
       "      <td>1.254500</td>\n",
       "      <td>-0.530850</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>XMR</th>\n",
       "      <td>-0.149426</td>\n",
       "      <td>-2.211734</td>\n",
       "      <td>0.414283</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ETC</th>\n",
       "      <td>-0.147675</td>\n",
       "      <td>-2.049287</td>\n",
       "      <td>0.395187</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ZEC</th>\n",
       "      <td>-0.173501</td>\n",
       "      <td>-2.082166</td>\n",
       "      <td>0.340919</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "          PC 1      PC 2      PC 3\n",
       "42   -0.337009  0.993475 -0.577550\n",
       "404  -0.320349  0.993627 -0.577961\n",
       "1337  2.303194  1.672081 -0.670207\n",
       "BTC  -0.147898 -1.319326  0.211742\n",
       "ETH  -0.149233 -2.049188  0.395210\n",
       "LTC  -0.165903 -1.156347 -0.004807\n",
       "DASH -0.391734  1.254500 -0.530850\n",
       "XMR  -0.149426 -2.211734  0.414283\n",
       "ETC  -0.147675 -2.049287  0.395187\n",
       "ZEC  -0.173501 -2.082166  0.340919"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Create a DataFrame with the three principal components.\n",
    "pca3_df = pd.DataFrame(pca_df, columns=['PC 1', 'PC 2', 'PC 3'], index=names_df.index)\n",
    "print(pca3_df.shape)\n",
    "pca3_df.head(10)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Deliverable 3: Clustering Crytocurrencies Using K-Means\n",
    "\n",
    "#### Finding the Best Value for `k` Using the Elbow Curve"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\Kaylaa\\anaconda3\\envs\\mlenv\\lib\\site-packages\\sklearn\\cluster\\_kmeans.py:1039: UserWarning: KMeans is known to have a memory leak on Windows with MKL, when there are less chunks than available threads. You can avoid it by setting the environment variable OMP_NUM_THREADS=3.\n",
      "  \"KMeans is known to have a memory leak on Windows \"\n"
     ]
    },
    {
     "data": {},
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.holoviews_exec.v0+json": "",
      "text/html": [
       "<div id='1002'>\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "  <div class=\"bk-root\" id=\"317c7625-cd36-4243-84fd-1341eed9b3e8\" data-root-id=\"1002\"></div>\n",
       "</div>\n",
       "<script type=\"application/javascript\">(function(root) {\n",
       "  function embed_document(root) {\n",
       "    var docs_json = {\"b92a6000-d631-40f6-8ab5-929f0a3b5661\":{\"defs\":[{\"extends\":null,\"module\":null,\"name\":\"ReactiveHTML1\",\"overrides\":[],\"properties\":[]},{\"extends\":null,\"module\":null,\"name\":\"FlexBox1\",\"overrides\":[],\"properties\":[{\"default\":\"flex-start\",\"kind\":null,\"name\":\"align_content\"},{\"default\":\"flex-start\",\"kind\":null,\"name\":\"align_items\"},{\"default\":\"row\",\"kind\":null,\"name\":\"flex_direction\"},{\"default\":\"wrap\",\"kind\":null,\"name\":\"flex_wrap\"},{\"default\":\"flex-start\",\"kind\":null,\"name\":\"justify_content\"}]},{\"extends\":null,\"module\":null,\"name\":\"GridStack1\",\"overrides\":[],\"properties\":[{\"default\":\"warn\",\"kind\":null,\"name\":\"mode\"},{\"default\":null,\"kind\":null,\"name\":\"ncols\"},{\"default\":null,\"kind\":null,\"name\":\"nrows\"},{\"default\":true,\"kind\":null,\"name\":\"allow_resize\"},{\"default\":true,\"kind\":null,\"name\":\"allow_drag\"},{\"default\":[],\"kind\":null,\"name\":\"state\"}]},{\"extends\":null,\"module\":null,\"name\":\"click1\",\"overrides\":[],\"properties\":[{\"default\":\"\",\"kind\":null,\"name\":\"terminal_output\"},{\"default\":\"\",\"kind\":null,\"name\":\"debug_name\"},{\"default\":0,\"kind\":null,\"name\":\"clears\"}]},{\"extends\":null,\"module\":null,\"name\":\"TemplateActions1\",\"overrides\":[],\"properties\":[{\"default\":0,\"kind\":null,\"name\":\"open_modal\"},{\"default\":0,\"kind\":null,\"name\":\"close_modal\"}]},{\"extends\":null,\"module\":null,\"name\":\"MaterialTemplateActions1\",\"overrides\":[],\"properties\":[{\"default\":0,\"kind\":null,\"name\":\"open_modal\"},{\"default\":0,\"kind\":null,\"name\":\"close_modal\"}]}],\"roots\":{\"references\":[{\"attributes\":{\"axis\":{\"id\":\"1020\"},\"coordinates\":null,\"dimension\":1,\"grid_line_color\":null,\"group\":null,\"ticker\":null},\"id\":\"1023\",\"type\":\"Grid\"},{\"attributes\":{\"margin\":[5,5,5,5],\"name\":\"HSpacer01631\",\"sizing_mode\":\"stretch_width\"},\"id\":\"1003\",\"type\":\"Spacer\"},{\"attributes\":{\"axis\":{\"id\":\"1016\"},\"coordinates\":null,\"grid_line_color\":null,\"group\":null,\"ticker\":null},\"id\":\"1019\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1061\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"end\":10.0,\"reset_end\":10.0,\"reset_start\":1.0,\"start\":1.0,\"tags\":[[[\"k\",\"k\",null]]]},\"id\":\"1004\",\"type\":\"Range1d\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#30a2da\",\"line_width\":2,\"x\":{\"field\":\"k\"},\"y\":{\"field\":\"inertia\"}},\"id\":\"1041\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1053\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"1038\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Elbow Curve\",\"text_color\":\"black\",\"text_font_size\":\"12pt\"},\"id\":\"1008\",\"type\":\"Title\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1029\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"source\":{\"id\":\"1037\"}},\"id\":\"1044\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1024\",\"type\":\"SaveTool\"},{\"attributes\":{\"margin\":[5,5,5,5],\"name\":\"HSpacer01632\",\"sizing_mode\":\"stretch_width\"},\"id\":\"1073\",\"type\":\"Spacer\"},{\"attributes\":{},\"id\":\"1025\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"1028\",\"type\":\"ResetTool\"},{\"attributes\":{\"data\":{\"inertia\":{\"__ndarray__\":\"eEuK+31zrEAkCcmRRFijQMSK92Ut5pZAvDk2A8ulfUC6wRaOoXVxQKqI51hMN2tAqRbiPqMiZUDeQ6JOLR1hQAwV2EaFRlpADGRAwawnVEA=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[10]},\"k\":[1,2,3,4,5,6,7,8,9,10]},\"selected\":{\"id\":\"1038\"},\"selection_policy\":{\"id\":\"1061\"}},\"id\":\"1037\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1026\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"end\":3997.858673784824,\"reset_end\":3997.858673784824,\"reset_start\":-275.4926949386611,\"start\":-275.4926949386611,\"tags\":[[[\"inertia\",\"inertia\",null]]]},\"id\":\"1005\",\"type\":\"Range1d\"},{\"attributes\":{\"overlay\":{\"id\":\"1029\"}},\"id\":\"1027\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"line_color\":\"#30a2da\",\"line_width\":2,\"x\":{\"field\":\"k\"},\"y\":{\"field\":\"inertia\"}},\"id\":\"1045\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#30a2da\",\"line_width\":2,\"x\":{\"field\":\"k\"},\"y\":{\"field\":\"inertia\"}},\"id\":\"1042\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1048\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1037\"},\"glyph\":{\"id\":\"1040\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1042\"},\"nonselection_glyph\":{\"id\":\"1041\"},\"selection_glyph\":{\"id\":\"1045\"},\"view\":{\"id\":\"1044\"}},\"id\":\"1043\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"1043\"}],\"tags\":[\"hv_created\"],\"tooltips\":[[\"k\",\"@{k}\"],[\"inertia\",\"@{inertia}\"]]},\"id\":\"1006\",\"type\":\"HoverTool\"},{\"attributes\":{},\"id\":\"1021\",\"type\":\"BasicTicker\"},{\"attributes\":{\"children\":[{\"id\":\"1003\"},{\"id\":\"1007\"},{\"id\":\"1073\"}],\"margin\":[0,0,0,0],\"name\":\"Row01627\",\"tags\":[\"embedded\"]},\"id\":\"1002\",\"type\":\"Row\"},{\"attributes\":{},\"id\":\"1054\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"1014\",\"type\":\"LinearScale\"},{\"attributes\":{\"tools\":[{\"id\":\"1006\"},{\"id\":\"1024\"},{\"id\":\"1025\"},{\"id\":\"1026\"},{\"id\":\"1027\"},{\"id\":\"1028\"}]},\"id\":\"1030\",\"type\":\"Toolbar\"},{\"attributes\":{\"axis_label\":\"inertia\",\"coordinates\":null,\"formatter\":{\"id\":\"1053\"},\"group\":null,\"major_label_policy\":{\"id\":\"1054\"},\"ticker\":{\"id\":\"1021\"}},\"id\":\"1020\",\"type\":\"LinearAxis\"},{\"attributes\":{\"line_color\":\"#30a2da\",\"line_width\":2,\"x\":{\"field\":\"k\"},\"y\":{\"field\":\"inertia\"}},\"id\":\"1040\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1049\",\"type\":\"AllLabels\"},{\"attributes\":{\"axis_label\":\"k\",\"coordinates\":null,\"formatter\":{\"id\":\"1048\"},\"group\":null,\"major_label_policy\":{\"id\":\"1049\"},\"ticker\":{\"id\":\"1046\"}},\"id\":\"1016\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1012\",\"type\":\"LinearScale\"},{\"attributes\":{\"below\":[{\"id\":\"1016\"}],\"center\":[{\"id\":\"1019\"},{\"id\":\"1023\"}],\"height\":300,\"left\":[{\"id\":\"1020\"}],\"margin\":[5,5,5,5],\"min_border_bottom\":10,\"min_border_left\":10,\"min_border_right\":10,\"min_border_top\":10,\"renderers\":[{\"id\":\"1043\"}],\"sizing_mode\":\"fixed\",\"title\":{\"id\":\"1008\"},\"toolbar\":{\"id\":\"1030\"},\"width\":700,\"x_range\":{\"id\":\"1004\"},\"x_scale\":{\"id\":\"1012\"},\"y_range\":{\"id\":\"1005\"},\"y_scale\":{\"id\":\"1014\"}},\"id\":\"1007\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"ticks\":[1,2,3,4,5,6,7,8,9,10]},\"id\":\"1046\",\"type\":\"FixedTicker\"}],\"root_ids\":[\"1002\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.2\"}};\n",
       "    var render_items = [{\"docid\":\"b92a6000-d631-40f6-8ab5-929f0a3b5661\",\"root_ids\":[\"1002\"],\"roots\":{\"1002\":\"317c7625-cd36-4243-84fd-1341eed9b3e8\"}}];\n",
       "    root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "  }\n",
       "  if (root.Bokeh !== undefined && root.Bokeh.Panel !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined && root.Bokeh.Panel !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else if (document.readyState == \"complete\") {\n",
       "        attempts++;\n",
       "        if (attempts > 200) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 25, root)\n",
       "  }\n",
       "})(window);</script>"
      ],
      "text/plain": [
       ":Curve   [k]   (inertia)"
      ]
     },
     "execution_count": 28,
     "metadata": {
      "application/vnd.holoviews_exec.v0+json": {
       "id": "1002"
      }
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Create an elbow curve to find the best value for K.\n",
    "\n",
    "# Initialize empty inertia list\n",
    "inertia = []\n",
    "\n",
    "# Initialize k range\n",
    "k = list(range(1,11))\n",
    "\n",
    "# Looking for the best K\n",
    "# Loop through K Values and find Inertia\n",
    "for i in k:\n",
    "    km = KMeans(n_clusters=i, random_state=0)\n",
    "    km.fit(pca3_df)\n",
    "    inertia.append(km.inertia_)\n",
    "\n",
    "# Define a DataFrame to plot the Elbow Curve using hvPlot\n",
    "elbow_data = {\"k\": k, \"inertia\": inertia}\n",
    "df_elbow = pd.DataFrame(elbow_data)\n",
    "df_elbow.hvplot.line(x=\"k\", y=\"inertia\", title=\"Elbow Curve\", xticks=k)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Running K-Means with `k=4`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0, 0, 0, 1, 1, 1, 0, 1, 1, 1, 0, 1, 0, 0, 1, 0, 1, 1, 0, 0, 1, 1,\n",
       "       1, 1, 1, 0, 1, 1, 1, 0, 1, 0, 1, 1, 0, 0, 1, 1, 1, 1, 1, 1, 0, 0,\n",
       "       1, 1, 1, 1, 1, 0, 0, 1, 0, 1, 1, 1, 1, 0, 1, 1, 0, 1, 0, 0, 0, 1,\n",
       "       1, 1, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 1, 0, 1, 0, 0, 1, 1, 1, 1, 0,\n",
       "       0, 1, 0, 1, 1, 0, 0, 1, 0, 0, 1, 1, 0, 0, 1, 0, 0, 1, 0, 1, 0, 1,\n",
       "       0, 1, 0, 0, 1, 1, 0, 1, 1, 1, 0, 1, 1, 1, 1, 1, 0, 0, 1, 1, 1, 0,\n",
       "       1, 0, 1, 1, 0, 1, 0, 1, 0, 0, 1, 1, 0, 1, 1, 0, 0, 1, 0, 1, 0, 0,\n",
       "       0, 1, 1, 1, 1, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0,\n",
       "       0, 1, 0, 1, 0, 0, 1, 0, 1, 0, 0, 1, 0, 1, 0, 1, 0, 1, 0, 0, 0, 0,\n",
       "       1, 0, 0, 0, 0, 0, 1, 1, 0, 0, 1, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0,\n",
       "       0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 1, 0, 1, 0,\n",
       "       0, 1, 0, 1, 1, 0, 1, 1, 0, 1, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0,\n",
       "       0, 0, 1, 0, 1, 0, 0, 0, 0, 1, 0, 1, 0, 1, 1, 1, 1, 0, 1, 0, 0, 1,\n",
       "       0, 1, 1, 1, 0, 1, 0, 1, 1, 1, 0, 1, 0, 1, 0, 0, 0, 1, 0, 1, 1, 1,\n",
       "       1, 1, 0, 0, 1, 0, 0, 0, 1, 0, 1, 0, 1, 0, 1, 0, 0, 0, 0, 1, 0, 0,\n",
       "       1, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0, 0, 1, 0, 1, 1, 1, 0, 0, 1, 1, 0,\n",
       "       0, 1, 0, 1, 1, 1, 0, 1, 1, 0, 0, 0, 1, 1, 1, 0, 0, 0, 1, 1, 0, 1,\n",
       "       1, 1, 1, 0, 3, 3, 1, 1, 1, 0, 3, 0, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0,\n",
       "       1, 0, 1, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 1, 1, 0, 1, 0, 1, 1, 1, 1,\n",
       "       0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 1, 0,\n",
       "       1, 1, 1, 1, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 1, 3, 1, 0, 1, 1, 0, 0,\n",
       "       1, 0, 1, 1, 0, 1, 1, 0, 1, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 1, 1, 1,\n",
       "       0, 0, 0, 1, 0, 1, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 1, 0, 1, 0,\n",
       "       0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 1, 0, 0, 3, 0, 2, 0, 0,\n",
       "       0, 1, 1, 0])"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Initialize the K-Means model.\n",
    "km_model = KMeans(n_clusters=4, random_state=0)\n",
    "\n",
    "# Fit the model\n",
    "km_model.fit(pca3_df)\n",
    "\n",
    "# Predict clusters\n",
    "predictions = km_model.predict(pca3_df)\n",
    "predictions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(532, 9)\n"
     ]
    },
    {
     "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>Algorithm</th>\n",
       "      <th>ProofType</th>\n",
       "      <th>TotalCoinsMined</th>\n",
       "      <th>TotalCoinSupply</th>\n",
       "      <th>PC 1</th>\n",
       "      <th>PC 2</th>\n",
       "      <th>PC 3</th>\n",
       "      <th>CoinName</th>\n",
       "      <th>Class</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>Scrypt</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>4.199995e+01</td>\n",
       "      <td>42</td>\n",
       "      <td>-0.337009</td>\n",
       "      <td>0.993475</td>\n",
       "      <td>-0.577550</td>\n",
       "      <td>42 Coin</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>404</th>\n",
       "      <td>Scrypt</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>1.055185e+09</td>\n",
       "      <td>532000000</td>\n",
       "      <td>-0.320349</td>\n",
       "      <td>0.993627</td>\n",
       "      <td>-0.577961</td>\n",
       "      <td>404Coin</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1337</th>\n",
       "      <td>X13</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>2.927942e+10</td>\n",
       "      <td>314159265359</td>\n",
       "      <td>2.303194</td>\n",
       "      <td>1.672081</td>\n",
       "      <td>-0.670207</td>\n",
       "      <td>EliteCoin</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BTC</th>\n",
       "      <td>SHA-256</td>\n",
       "      <td>PoW</td>\n",
       "      <td>1.792718e+07</td>\n",
       "      <td>21000000</td>\n",
       "      <td>-0.147898</td>\n",
       "      <td>-1.319326</td>\n",
       "      <td>0.211742</td>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ETH</th>\n",
       "      <td>Ethash</td>\n",
       "      <td>PoW</td>\n",
       "      <td>1.076842e+08</td>\n",
       "      <td>0</td>\n",
       "      <td>-0.149233</td>\n",
       "      <td>-2.049188</td>\n",
       "      <td>0.395210</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LTC</th>\n",
       "      <td>Scrypt</td>\n",
       "      <td>PoW</td>\n",
       "      <td>6.303924e+07</td>\n",
       "      <td>84000000</td>\n",
       "      <td>-0.165903</td>\n",
       "      <td>-1.156347</td>\n",
       "      <td>-0.004807</td>\n",
       "      <td>Litecoin</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>DASH</th>\n",
       "      <td>X11</td>\n",
       "      <td>PoW/PoS</td>\n",
       "      <td>9.031294e+06</td>\n",
       "      <td>22000000</td>\n",
       "      <td>-0.391734</td>\n",
       "      <td>1.254500</td>\n",
       "      <td>-0.530850</td>\n",
       "      <td>Dash</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>XMR</th>\n",
       "      <td>CryptoNight-V7</td>\n",
       "      <td>PoW</td>\n",
       "      <td>1.720114e+07</td>\n",
       "      <td>0</td>\n",
       "      <td>-0.149426</td>\n",
       "      <td>-2.211734</td>\n",
       "      <td>0.414283</td>\n",
       "      <td>Monero</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ETC</th>\n",
       "      <td>Ethash</td>\n",
       "      <td>PoW</td>\n",
       "      <td>1.133597e+08</td>\n",
       "      <td>210000000</td>\n",
       "      <td>-0.147675</td>\n",
       "      <td>-2.049287</td>\n",
       "      <td>0.395187</td>\n",
       "      <td>Ethereum Classic</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ZEC</th>\n",
       "      <td>Equihash</td>\n",
       "      <td>PoW</td>\n",
       "      <td>7.383056e+06</td>\n",
       "      <td>21000000</td>\n",
       "      <td>-0.173501</td>\n",
       "      <td>-2.082166</td>\n",
       "      <td>0.340919</td>\n",
       "      <td>ZCash</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           Algorithm ProofType  TotalCoinsMined TotalCoinSupply      PC 1  \\\n",
       "42            Scrypt   PoW/PoS     4.199995e+01              42 -0.337009   \n",
       "404           Scrypt   PoW/PoS     1.055185e+09       532000000 -0.320349   \n",
       "1337             X13   PoW/PoS     2.927942e+10    314159265359  2.303194   \n",
       "BTC          SHA-256       PoW     1.792718e+07        21000000 -0.147898   \n",
       "ETH           Ethash       PoW     1.076842e+08               0 -0.149233   \n",
       "LTC           Scrypt       PoW     6.303924e+07        84000000 -0.165903   \n",
       "DASH             X11   PoW/PoS     9.031294e+06        22000000 -0.391734   \n",
       "XMR   CryptoNight-V7       PoW     1.720114e+07               0 -0.149426   \n",
       "ETC           Ethash       PoW     1.133597e+08       210000000 -0.147675   \n",
       "ZEC         Equihash       PoW     7.383056e+06        21000000 -0.173501   \n",
       "\n",
       "          PC 2      PC 3          CoinName  Class  \n",
       "42    0.993475 -0.577550           42 Coin      0  \n",
       "404   0.993627 -0.577961           404Coin      0  \n",
       "1337  1.672081 -0.670207         EliteCoin      0  \n",
       "BTC  -1.319326  0.211742           Bitcoin      1  \n",
       "ETH  -2.049188  0.395210          Ethereum      1  \n",
       "LTC  -1.156347 -0.004807          Litecoin      1  \n",
       "DASH  1.254500 -0.530850              Dash      0  \n",
       "XMR  -2.211734  0.414283            Monero      1  \n",
       "ETC  -2.049287  0.395187  Ethereum Classic      1  \n",
       "ZEC  -2.082166  0.340919             ZCash      1  "
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Create a new DataFrame including predicted clusters and cryptocurrencies features.\n",
    "# Concatentate the crypto_df and pcs_df DataFrames on the same columns.\n",
    "clustered_df = pd.concat([drop_df, pca3_df], axis=1, join='inner')\n",
    "\n",
    "#  Add a new column, \"CoinName\" to the clustered_df DataFrame that holds the names of the cryptocurrencies. \n",
    "clustered_df['CoinName'] = names_df.CoinName\n",
    "\n",
    "#  Add a new column, \"Class\" to the clustered_df DataFrame that holds the predictions.\n",
    "clustered_df['Class'] = km_model.labels_\n",
    "\n",
    "# Print the shape of the clustered_df\n",
    "print(clustered_df.shape)\n",
    "clustered_df.head(10)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Deliverable 4: Visualizing Cryptocurrencies Results\n",
    "\n",
    "#### 3D-Scatter with Clusters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "customdata": [
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "X13"
          ],
          [
           "X11"
          ],
          [
           "SHA-512"
          ],
          [
           "SHA-256"
          ],
          [
           "SHA-256"
          ],
          [
           "X15"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Groestl"
          ],
          [
           "PoS"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "X11"
          ],
          [
           "SHA3"
          ],
          [
           "Scrypt"
          ],
          [
           "SHA-256"
          ],
          [
           "Scrypt"
          ],
          [
           "X13"
          ],
          [
           "X13"
          ],
          [
           "NeoScrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "X11"
          ],
          [
           "Multiple"
          ],
          [
           "PHI1612"
          ],
          [
           "X11"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "Multiple"
          ],
          [
           "X13"
          ],
          [
           "Scrypt"
          ],
          [
           "Shabal256"
          ],
          [
           "Counterparty"
          ],
          [
           "SHA-256"
          ],
          [
           "Groestl"
          ],
          [
           "Scrypt"
          ],
          [
           "X13"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "X13"
          ],
          [
           "X11"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "SHA3"
          ],
          [
           "QUAIT"
          ],
          [
           "X11"
          ],
          [
           "Scrypt"
          ],
          [
           "X13"
          ],
          [
           "SHA-256"
          ],
          [
           "X15"
          ],
          [
           "BLAKE256"
          ],
          [
           "SHA-256"
          ],
          [
           "X11"
          ],
          [
           "SHA-256"
          ],
          [
           "NIST5"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "Scrypt"
          ],
          [
           "SHA-256"
          ],
          [
           "Scrypt"
          ],
          [
           "PoS"
          ],
          [
           "X11"
          ],
          [
           "SHA-256"
          ],
          [
           "SHA-256"
          ],
          [
           "NIST5"
          ],
          [
           "X11"
          ],
          [
           "POS 3.0"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "X13"
          ],
          [
           "X11"
          ],
          [
           "X11"
          ],
          [
           "Scrypt"
          ],
          [
           "SHA-256"
          ],
          [
           "X11"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "SHA-256D"
          ],
          [
           "PoS"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "PoS"
          ],
          [
           "X13"
          ],
          [
           "X14"
          ],
          [
           "PoS"
          ],
          [
           "SHA-256D"
          ],
          [
           "DPoS"
          ],
          [
           "X11"
          ],
          [
           "X13"
          ],
          [
           "X11"
          ],
          [
           "PoS"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "PoS"
          ],
          [
           "X11"
          ],
          [
           "SHA-256"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Quark"
          ],
          [
           "QuBit"
          ],
          [
           "Scrypt"
          ],
          [
           "SHA-256"
          ],
          [
           "X11"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "X13"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "Blake2S"
          ],
          [
           "X11"
          ],
          [
           "PoS"
          ],
          [
           "X11"
          ],
          [
           "PoS"
          ],
          [
           "X11"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "SHA-256"
          ],
          [
           "X11"
          ],
          [
           "Scrypt"
          ],
          [
           "PoS"
          ],
          [
           "Scrypt"
          ],
          [
           "X15"
          ],
          [
           "SHA-256"
          ],
          [
           "POS 3.0"
          ],
          [
           "536"
          ],
          [
           "NIST5"
          ],
          [
           "NIST5"
          ],
          [
           "Skein"
          ],
          [
           "X13"
          ],
          [
           "Scrypt"
          ],
          [
           "X13"
          ],
          [
           "SkunkHash v2 Raptor"
          ],
          [
           "Skein"
          ],
          [
           "X11"
          ],
          [
           "Scrypt"
          ],
          [
           "VeChainThor Authority"
          ],
          [
           "PoS"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "SHA-512"
          ],
          [
           "Ouroboros"
          ],
          [
           "X11"
          ],
          [
           "NeoScrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Lyra2REv2"
          ],
          [
           "Scrypt"
          ],
          [
           "SHA-256"
          ],
          [
           "NIST5"
          ],
          [
           "PHI1612"
          ],
          [
           "Scrypt"
          ],
          [
           "Quark"
          ],
          [
           "POS 2.0"
          ],
          [
           "Scrypt"
          ],
          [
           "SHA-256"
          ],
          [
           "X11"
          ],
          [
           "DPoS"
          ],
          [
           "NIST5"
          ],
          [
           "X13"
          ],
          [
           "Scrypt"
          ],
          [
           "NIST5"
          ],
          [
           "Quark"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "Quark"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "POS 3.0"
          ],
          [
           "Ethash"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "X13"
          ],
          [
           "C11"
          ],
          [
           "X11"
          ],
          [
           "XEVAN"
          ],
          [
           "Scrypt"
          ],
          [
           "VBFT"
          ],
          [
           "NIST5"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Green Protocol"
          ],
          [
           "PoS"
          ],
          [
           "Scrypt"
          ],
          [
           "Semux BFT consensus"
          ],
          [
           "Quark"
          ],
          [
           "PoS"
          ],
          [
           "X16R"
          ],
          [
           "Scrypt"
          ],
          [
           "XEVAN"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "SHA-256D"
          ],
          [
           "Scrypt"
          ],
          [
           "X15"
          ],
          [
           "Scrypt"
          ],
          [
           "Quark"
          ],
          [
           "SHA-256"
          ],
          [
           "DPoS"
          ],
          [
           "X16R"
          ],
          [
           "Quark"
          ],
          [
           "Quark"
          ],
          [
           "Scrypt"
          ],
          [
           "Lyra2REv2"
          ],
          [
           "Quark"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "X11"
          ],
          [
           "Scrypt"
          ],
          [
           "PoS"
          ],
          [
           "Keccak"
          ],
          [
           "X11"
          ],
          [
           "Scrypt"
          ],
          [
           "SHA-512"
          ],
          [
           "XEVAN"
          ],
          [
           "XEVAN"
          ],
          [
           "X11"
          ],
          [
           "Quark"
          ],
          [
           "Equihash"
          ],
          [
           "Scrypt"
          ],
          [
           "Quark"
          ],
          [
           "Quark"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "Scrypt"
          ],
          [
           "XEVAN"
          ],
          [
           "SHA-256D"
          ],
          [
           "X11"
          ],
          [
           "X11"
          ],
          [
           "DPoS"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "SHA-256"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "Scrypt"
          ],
          [
           "SHA-256"
          ],
          [
           "X11"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "Scrypt"
          ],
          [
           "PoS"
          ],
          [
           "X11"
          ],
          [
           "SHA-256"
          ],
          [
           "DPoS"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "NeoScrypt"
          ],
          [
           "X13"
          ],
          [
           "DPoS"
          ],
          [
           "DPoS"
          ],
          [
           "SHA-256"
          ],
          [
           "PoS"
          ],
          [
           "PoS"
          ],
          [
           "SHA-256"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ]
         ],
         "hovertemplate": "<b>%{hovertext}</b><br><br>Class=%{marker.color}<br>PC 1=%{x}<br>PC 2=%{y}<br>PC 3=%{z}<br>Algorithm=%{customdata[0]}<extra></extra>",
         "hovertext": [
          "42 Coin",
          "404Coin",
          "EliteCoin",
          "Dash",
          "Bitshares",
          "BitcoinDark",
          "PayCoin",
          "KoboCoin",
          "Aurora Coin",
          "BlueCoin",
          "EnergyCoin",
          "BitBar",
          "CryptoBullion",
          "CasinoCoin",
          "Diamond",
          "Exclusive Coin",
          "FlutterCoin",
          "HoboNickels",
          "HyperStake",
          "IOCoin",
          "MaxCoin",
          "MintCoin",
          "MazaCoin",
          "Nautilus Coin",
          "NavCoin",
          "OpalCoin",
          "Orbitcoin",
          "PotCoin",
          "PhoenixCoin",
          "Reddcoin",
          "SuperCoin",
          "SyncCoin",
          "TeslaCoin",
          "TittieCoin",
          "TorCoin",
          "UnitaryStatus Dollar",
          "UltraCoin",
          "VeriCoin",
          "X11 Coin",
          "Crypti",
          "StealthCoin",
          "ZCC Coin",
          "BurstCoin",
          "StorjCoin",
          "Neutron",
          "FairCoin",
          "RubyCoin",
          "Kore",
          "Dnotes",
          "8BIT Coin",
          "Sativa Coin",
          "Ucoin",
          "Vtorrent",
          "IslaCoin",
          "Nexus",
          "Droidz",
          "Squall Coin",
          "Diggits",
          "Paycon",
          "Emercoin",
          "EverGreenCoin",
          "Decred",
          "EDRCoin",
          "Hitcoin",
          "DubaiCoin",
          "PWR Coin",
          "BillaryCoin",
          "GPU Coin",
          "EuropeCoin",
          "ZeitCoin",
          "SwingCoin",
          "SafeExchangeCoin",
          "Nebuchadnezzar",
          "Ratecoin",
          "Revenu",
          "Clockcoin",
          "VIP Tokens",
          "BitSend",
          "Let it Ride",
          "PutinCoin",
          "iBankCoin",
          "Frankywillcoin",
          "MudraCoin",
          "Lutetium Coin",
          "GoldBlocks",
          "CarterCoin",
          "BitTokens",
          "MustangCoin",
          "ZoneCoin",
          "RootCoin",
          "BitCurrency",
          "Swiscoin",
          "BuzzCoin",
          "Opair",
          "PesoBit",
          "Halloween Coin",
          "CoffeeCoin",
          "RoyalCoin",
          "GanjaCoin V2",
          "TeamUP",
          "LanaCoin",
          "ARK",
          "InsaneCoin",
          "EmberCoin",
          "XenixCoin",
          "FreeCoin",
          "PLNCoin",
          "AquariusCoin",
          "Creatio",
          "Eternity",
          "Eurocoin",
          "BitcoinFast",
          "Stakenet",
          "BitConnect Coin",
          "MoneyCoin",
          "Enigma",
          "Russiacoin",
          "PandaCoin",
          "GameUnits",
          "GAKHcoin",
          "Allsafe",
          "LiteCreed",
          "Klingon Empire Darsek",
          "Internet of People",
          "KushCoin",
          "Printerium",
          "Impeach",
          "Zilbercoin",
          "FirstCoin",
          "FindCoin",
          "OpenChat",
          "RenosCoin",
          "VirtacoinPlus",
          "TajCoin",
          "Impact",
          "Atmos",
          "HappyCoin",
          "MacronCoin",
          "Condensate",
          "Independent Money System",
          "ArgusCoin",
          "LomoCoin",
          "ProCurrency",
          "GoldReserve",
          "GrowthCoin",
          "Phreak",
          "Degas Coin",
          "HTML5 Coin",
          "Ultimate Secure Cash",
          "QTUM",
          "Espers",
          "Denarius",
          "Virta Unique Coin",
          "Bitcoin Planet",
          "BritCoin",
          "Linda",
          "DeepOnion",
          "Signatum",
          "Cream",
          "Monoeci",
          "Draftcoin",
          "Vechain",
          "Stakecoin",
          "CoinonatX",
          "Ethereum Dark",
          "Obsidian",
          "Cardano",
          "Regalcoin",
          "TrezarCoin",
          "TerraNovaCoin",
          "Rupee",
          "WomenCoin",
          "Theresa May Coin",
          "NamoCoin",
          "LUXCoin",
          "Xios",
          "Bitcloud 2.0",
          "KekCoin",
          "BlackholeCoin",
          "Infinity Economics",
          "Magnet",
          "Lamden Tau",
          "Electra",
          "Bitcoin Diamond",
          "Cash & Back Coin",
          "Bulwark",
          "Kalkulus",
          "GermanCoin",
          "LiteCoin Ultra",
          "PhantomX",
          "Digiwage",
          "Trollcoin",
          "Litecoin Plus",
          "Monkey Project",
          "TokenPay",
          "1717 Masonic Commemorative Token",
          "My Big Coin",
          "Unified Society USDEX",
          "Tokyo Coin",
          "Stipend",
          "Pushi",
          "Ellerium",
          "Velox",
          "Ontology",
          "Bitspace",
          "Briacoin",
          "Ignition",
          "MedicCoin",
          "Bitcoin Green",
          "Deviant Coin",
          "Abjcoin",
          "Semux",
          "Carebit",
          "Zealium",
          "Proton",
          "iDealCash",
          "Bitcoin Incognito",
          "HollyWoodCoin",
          "Swisscoin",
          "Xt3ch",
          "TheVig",
          "EmaratCoin",
          "Dekado",
          "Lynx",
          "Poseidon Quark",
          "BitcoinWSpectrum",
          "Muse",
          "Trivechain",
          "Dystem",
          "Giant",
          "Peony Coin",
          "Absolute Coin",
          "Vitae",
          "TPCash",
          "ARENON",
          "EUNO",
          "MMOCoin",
          "Ketan",
          "XDNA",
          "PAXEX",
          "ThunderStake",
          "Kcash",
          "Bettex coin",
          "BitMoney",
          "Junson Ming Chan Coin",
          "HerbCoin",
          "PirateCash",
          "Oduwa",
          "Galilel",
          "Crypto Sports",
          "Credit",
          "Dash Platinum",
          "Nasdacoin",
          "Beetle Coin",
          "Titan Coin",
          "Award",
          "Insane Coin",
          "ALAX",
          "LiteDoge",
          "TruckCoin",
          "OrangeCoin",
          "BitstarCoin",
          "NeosCoin",
          "HyperCoin",
          "PinkCoin",
          "AudioCoin",
          "IncaKoin",
          "Piggy Coin",
          "Genstake",
          "XiaoMiCoin",
          "CapriCoin",
          " ClubCoin",
          "Radium",
          "Creditbit ",
          "OKCash",
          "Lisk",
          "HiCoin",
          "WhiteCoin",
          "FriendshipCoin",
          "Triangles Coin",
          "EOS",
          "Oxycoin",
          "TigerCash",
          "Particl",
          "Nxt",
          "ZEPHYR",
          "Gapcoin",
          "BitcoinPlus"
         ],
         "legendgroup": "0",
         "marker": {
          "color": [
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0,
           0
          ],
          "coloraxis": "coloraxis",
          "symbol": "circle"
         },
         "mode": "markers",
         "name": "0",
         "scene": "scene",
         "showlegend": true,
         "type": "scatter3d",
         "x": [
          -0.3370085572782217,
          -0.3203493489928168,
          2.303194279706401,
          -0.39173399064510345,
          -0.28599867159798253,
          -0.31783458727794495,
          -0.2728198079226257,
          -0.24097513538703766,
          -0.3366681944387398,
          -0.32924725194019977,
          -0.3355054228195655,
          -0.33700449403686983,
          -0.3369887779872434,
          0.6927727896817055,
          -0.3608018948917781,
          -0.35068639844210686,
          -0.2816349783409239,
          -0.3350676653583803,
          -0.326546820291114,
          -0.3916287073742176,
          -0.40905891805279176,
          -0.03196521383052809,
          -0.2811471183886027,
          -0.291744904701884,
          -0.2803706240296859,
          -0.28099271111592244,
          -0.3392120305004776,
          -0.3313117597499395,
          -0.33541057354928366,
          0.02106278880658551,
          -0.34642953262586706,
          -0.3920002154963996,
          -0.253589799659747,
          -0.31250719366424246,
          -0.3919118683882944,
          -0.3122448333671494,
          -0.3356861722889591,
          -0.28559854961752196,
          -0.3918763532256637,
          -0.2540574876157637,
          -0.2807736174512757,
          -0.32811300909252017,
          0.08668374926658082,
          -0.32212600147400505,
          -0.3170464375897522,
          -0.36022357289734974,
          -0.291725174603237,
          -0.2810680782083554,
          -0.28638005262799654,
          -0.336990629327694,
          -0.2810202738396279,
          -0.3468742818628231,
          -0.3367250548432069,
          -0.391981748011531,
          -0.3982626727435943,
          -0.4214183035146729,
          -0.38449996944776754,
          -0.2901269845577573,
          -0.2805419885903236,
          -0.31039237546005033,
          -0.2434162347766147,
          -0.07065361424682307,
          -0.3178055069280956,
          -0.06950225371424204,
          -0.3178691935367399,
          -0.24240053776788734,
          -0.33660095055210465,
          -0.28999600644931406,
          -0.3891513494486998,
          0.8612294700165732,
          -0.3176692836721167,
          -0.03786841705867212,
          -0.3503697261679381,
          -0.38982513682830117,
          -0.31641300044377524,
          -0.31408156983335145,
          -0.36373536061525963,
          -0.39071713238416256,
          -0.3506606728522725,
          -0.31290126160418724,
          -0.33663903983451343,
          -0.3350783264686276,
          -0.2347478347228523,
          -0.33436727330448646,
          -0.39145573693821734,
          -0.3358434038024026,
          -0.3178501450696784,
          -0.3919709405214049,
          -0.3368281741839873,
          -0.33698486355614404,
          -0.28998567498928335,
          -0.27952966415976527,
          0.038054207132991714,
          -0.34932698816409163,
          -0.3365990961025375,
          -0.37813544389308895,
          -0.34865577254751096,
          -0.23617823654698109,
          -0.4117429456098589,
          -0.3484046582799993,
          -0.27641502857345857,
          3.727307026622814,
          -0.3915635527344604,
          0.8509246727630106,
          -0.39192585882877606,
          -0.3497906566818512,
          -0.336526650063778,
          -0.3366809445230478,
          -0.3503697261679381,
          -0.3915008255880585,
          -0.31771284535014427,
          -0.3365273879399942,
          -0.35714082048526197,
          -0.3366747516461766,
          -0.3322634070077044,
          -0.3919548465598565,
          -0.33588556414791143,
          0.3514130222962707,
          -0.33687399454179906,
          -0.3369445556811772,
          -0.3546731593118383,
          -0.35350152610321145,
          -0.33317186570916874,
          -0.31782656339193005,
          -0.3918648140282868,
          -0.3367224042504261,
          -0.3368493317122733,
          -0.29163168153764574,
          -0.2915455684195689,
          -0.2359461314548563,
          -0.31770624188602037,
          -0.2913728710381051,
          -0.3911306681348579,
          -0.41370009241850875,
          -0.3898692823843931,
          -0.3486165884559231,
          -0.39102857338609204,
          -0.34301748448521446,
          -0.38697019911677305,
          -0.3367926296579848,
          -0.33679181692568433,
          -0.32991451024930224,
          0.2597687296715436,
          -0.3915069816261081,
          -0.2742764394497873,
          -0.35040400977477965,
          -0.3360034403556718,
          0.890771297746141,
          -0.2715104031043967,
          -0.3494392376593072,
          0.5980133420350263,
          -0.36527073960322093,
          -0.3637732188158209,
          -0.42499757156596235,
          -0.28070542195934817,
          0.12786665787720633,
          -0.2807761847201429,
          -0.35189616443787974,
          -0.4245025541878478,
          -0.3917793242950376,
          -0.2917058837314082,
          4.400426466759735,
          -0.3502702980937163,
          -0.33642788691063985,
          -0.33692748836086517,
          -0.3440527483941768,
          0.6575631497525334,
          -0.3917201568571088,
          -0.33421209958509535,
          -0.3368831077936797,
          -0.3158388253920782,
          0.4320921537663562,
          -0.31617312751062776,
          -0.35004011136465674,
          -0.39304977779720773,
          -0.33683345423867905,
          -0.39806657781639376,
          -0.35943285742176706,
          -0.33670388139684676,
          -0.09933407700198635,
          -0.39051300152396773,
          3.7321622298619577,
          0.1941235356905389,
          -0.2774476155985584,
          -0.3341645760738485,
          -0.3200829716865954,
          -0.35455908355450666,
          0.0773793833127561,
          -0.3358425292492773,
          -0.39109406511173117,
          -0.3537239450256484,
          -0.3234104376989717,
          -0.33694961559096215,
          -0.34684621646502506,
          -0.3509425373320544,
          -0.2753065517715695,
          -0.3031335767654919,
          -0.33249565537066383,
          -0.227743184650549,
          -0.38024397172628144,
          -0.39179655979003497,
          -0.3266024001560764,
          -0.2908659897939449,
          -0.3094788044720172,
          -0.3648697627689952,
          -0.336976965329128,
          -0.3369586791188502,
          -0.2852483716497212,
          -0.3314229999817814,
          -0.34986482486703585,
          -0.33667523570276,
          3.92343443136128,
          -0.3967348683172292,
          -0.3500534599270336,
          -0.3047189856649768,
          -0.28355356442226726,
          -0.3192545071736072,
          -0.2914001502138916,
          -0.14012493281936686,
          -0.2916521511037233,
          -0.3417202742201286,
          -0.3361493486277443,
          -0.19780874162013143,
          2.232640540086893,
          -0.35026760754388464,
          -0.27163814487004656,
          1.0210734967640418,
          -0.34900699656380957,
          -0.3546725926954139,
          -0.3997504755052868,
          -0.17240005044357393,
          -0.36071845640498185,
          -0.353392345514706,
          -0.3298546133639891,
          -0.3464236932828465,
          -0.3912699898392674,
          -0.28889808325498756,
          -0.34915337986696876,
          -0.3414580421529382,
          -0.3462850796321379,
          -0.19647894915050332,
          -0.3547093882388952,
          -0.28164415492278766,
          0.5086441000033484,
          -0.13684042342695268,
          -0.39904522326528113,
          -0.2976200200747555,
          -0.33667921279720525,
          -0.399501266620688,
          -0.3547895495084568,
          0.5696862012370357,
          -0.3469005212857527,
          -0.3361622080623845,
          -0.3210589222495325,
          -0.2964468567494008,
          -0.38883495335114376,
          -0.3914971902326604,
          3.744401729354847,
          0.0981800045572241,
          -0.3890373457404944,
          -0.3355477658800689,
          -0.3363726644480599,
          -0.2728524272604882,
          -0.3368909189951942,
          -0.3831264795921507,
          -0.2506061458205047,
          -0.09753701690651548,
          -0.378875455201343,
          -0.3361693764460763,
          -0.32923490855438925,
          -0.38806640578729207,
          -0.33460881107381335,
          -0.3506453068955699,
          -0.3561382781923147,
          -0.31634990934638324,
          3.727698778628934,
          -0.09896843910725538,
          -0.3318040852913614,
          -0.33883793680937113,
          -0.28117526657661873,
          3.7375647272233294,
          3.738808611872884,
          -0.25375260650301945,
          -0.35058118649169684,
          -0.34375810742995383,
          2.469926028579683,
          -0.33505419952085436,
          -0.29204856080326846
         ],
         "y": [
          0.9934754236664697,
          0.9936272403576615,
          1.6720807464013732,
          1.2544997468629002,
          1.602079017368295,
          0.8304728982368057,
          0.6326863259027543,
          1.9131378190835602,
          0.993474359280422,
          0.9937211883624636,
          0.993523021016761,
          0.9934751992554437,
          0.9934753438053348,
          0.6478027502289891,
          0.9625391185790194,
          1.5897286454934432,
          0.17020907503360544,
          0.993452137629947,
          1.057360768531449,
          1.254503080697454,
          2.0865865767355993,
          0.8039160451119878,
          0.8299416953443215,
          0.7956785965662264,
          1.8121334510336453,
          1.812113752410988,
          0.5695323571147338,
          0.9933592069447016,
          0.9934568159219164,
          1.0048138881761945,
          1.0567311749321844,
          1.2545068526555825,
          0.14254944909228798,
          1.6778647699727505,
          1.2545025888111678,
          0.9931296411415037,
          0.9934466765646449,
          0.1696578247057833,
          1.2545068913550466,
          0.1426052605282999,
          1.812120690094669,
          0.9930508950721697,
          1.504108667143154,
          1.5997148966373431,
          0.8304653696566456,
          0.9625605245611984,
          0.7956906477972675,
          1.8121028913693025,
          0.7955067983450687,
          0.9934759913914581,
          1.8121058175317397,
          1.0567029675891628,
          0.9934702767174903,
          1.2545074381416788,
          2.3905695981482267,
          1.9785327830218435,
          0.7541016135327248,
          0.7956706341371073,
          1.8120927142341445,
          0.8300178857769897,
          1.9132891221825705,
          1.008626104640912,
          0.8304738190770724,
          1.24596901046498,
          0.8304799238260087,
          1.5005832372576997,
          0.9934586699173534,
          0.7955892930874264,
          1.2543258793265395,
          0.7622846499440262,
          0.8304654208666125,
          0.6513985276803677,
          1.5897245488502936,
          1.2545227623358257,
          0.8303761594154574,
          0.8302365155644708,
          1.496677565386135,
          1.2544493195502915,
          1.5643290817629891,
          0.9928263712858623,
          0.9934558159838579,
          0.9934659242322357,
          1.6142181806702995,
          1.05664915127786,
          1.254488784005148,
          0.9934487598645447,
          0.8304731118029702,
          1.2545056617363812,
          0.9934663051950796,
          0.993476173966793,
          0.7957457297098569,
          0.09240042434265372,
          1.9143977913952452,
          1.5897194322292028,
          0.9934883894389837,
          1.2538865723157624,
          1.589764697721005,
          1.614312362748392,
          1.9650259814510838,
          1.58958832859277,
          1.913263385942705,
          1.830982350671171,
          1.2544994941675924,
          1.8473560660041777,
          1.2545064866377214,
          1.589721699018827,
          0.993463466155327,
          0.9934561368780358,
          1.5897245488502936,
          1.2544802941608266,
          0.8304781656599898,
          0.993467355190931,
          0.7993186951778495,
          0.9934662199110835,
          0.9931661785050417,
          1.2545047589387184,
          0.9934092895272647,
          0.7930935180160164,
          0.9934705039522844,
          0.9934751086891318,
          1.5119127440211537,
          0.598590430855963,
          0.9932438092251212,
          0.8304738585257069,
          1.2545045350166073,
          0.9934703606495122,
          0.993464976105303,
          0.7956547667669914,
          0.16982956884752973,
          1.614311220466833,
          0.9933804292882231,
          0.7956774913551683,
          1.2544637669557088,
          1.9063509828257479,
          1.2544966471169567,
          1.5897162989397857,
          1.2544669998245073,
          1.5896890007443136,
          1.2543130259718371,
          0.9934672809240574,
          0.9934620892690607,
          0.9929938498572979,
          0.5965940569165783,
          1.254494223417929,
          0.7948307495520104,
          1.5897164011517422,
          0.9934330991038315,
          1.8856633141990815,
          0.6325953149535233,
          1.5643207960369332,
          1.943818585756131,
          1.4966854437917934,
          1.4966551803063488,
          1.9324910270528552,
          1.8121016632451308,
          0.972885397115458,
          1.8121072627211467,
          1.5092473562727657,
          1.9325067019651883,
          1.2545071338398752,
          0.7956789664439693,
          2.8952490277476777,
          1.5896983189865763,
          0.9934597348210459,
          0.993475024694054,
          1.6027189305069272,
          1.5581235775290272,
          1.254496653867428,
          0.5694108604189375,
          0.9934682850719376,
          0.723339178856352,
          1.0001740503687613,
          0.8304704246457061,
          1.4963273380630298,
          1.8761149592556847,
          0.9934661380001526,
          1.7096267175886903,
          1.4633507016950453,
          0.9934746277517745,
          0.6318327590792877,
          1.2544522523835224,
          1.8308712639468991,
          1.4932196514353557,
          1.812077705201229,
          0.9934171754367165,
          1.2988851289221917,
          1.5119128252255223,
          0.9712866984884848,
          0.99340641498648,
          1.2545002364802007,
          1.5118686492507498,
          0.9932704247241986,
          0.9934744652688554,
          1.056703150081071,
          1.5643261591986355,
          -0.09721927540840553,
          0.2525771978393555,
          0.9934544858320159,
          1.6140162598505217,
          0.887752902414488,
          1.2544956469587236,
          1.447932558213739,
          0.7956302842286037,
          1.5164120956287088,
          1.4966698924940212,
          0.9934743054385801,
          0.9934734720593016,
          0.7955426334508798,
          1.6041016103536951,
          1.5896925144935072,
          0.9934647921642114,
          1.936722530354167,
          1.7096688866732015,
          1.5896921909692008,
          0.7994593850146358,
          0.9915509255385149,
          0.9475500362384893,
          0.7956825783698898,
          0.9925064809716511,
          0.7956618868951519,
          1.9164256583573236,
          0.9934433092631533,
          1.7154696224058192,
          0.14844409048536436,
          1.5116038044382802,
          0.6326617652052853,
          1.6641745794746945,
          0.9972491639960269,
          1.5119085247061645,
          1.7097110005505707,
          0.7875483062686777,
          0.9211166127328803,
          1.5118932736649409,
          0.9929957465148047,
          1.0566925183136606,
          1.2544946657572256,
          0.7955965542382443,
          1.589628885106995,
          1.029723477733072,
          1.056665128138949,
          0.9852135755041294,
          1.8001866064109484,
          1.2501445488101097,
          1.1661217964376067,
          1.063367893273499,
          1.7096988350004712,
          -0.1301933099213391,
          0.993471022113681,
          1.7097090861256115,
          1.5119102096031123,
          0.969361783845642,
          1.0567023485707767,
          0.9934429020642961,
          1.4477973623481788,
          1.9143988315877634,
          1.254310474585855,
          1.2545015955612888,
          1.8309057275640128,
          0.9825385008002484,
          1.2546006737522075,
          0.993380438304016,
          0.9934572432952016,
          0.6326792902181861,
          0.9934791487568151,
          1.2544347388030306,
          0.9887961887582569,
          0.8373300608484737,
          1.2542162443373885,
          0.9934914035315059,
          0.9934390954129727,
          1.2544845273528373,
          0.9934384190435107,
          1.589723590787124,
          0.8302457152262128,
          0.8304612957344824,
          1.8309700959400221,
          0.7947260276685231,
          0.9934283624126349,
          0.5695043740259892,
          1.8121078869781995,
          1.831395440826651,
          1.8314348289041134,
          0.6325927141410447,
          1.5897258795577562,
          1.7426504963293967,
          0.7993221883141651,
          0.993360756793354,
          0.7956797014415254
         ],
         "z": [
          -0.5775500784877254,
          -0.577960995497344,
          -0.6702070151893789,
          -0.530849652960098,
          -0.005226418287615688,
          -0.36102488326576976,
          -0.05646116626529674,
          -0.6313609501864084,
          -0.5775578874498625,
          -0.5777661581867163,
          -0.57759192671471,
          -0.5775501419102561,
          -0.5775505297502342,
          -0.3055526846338933,
          -0.4271769308381512,
          -0.11416624416825522,
          -0.3728739713371199,
          -0.5775921849918252,
          -0.22684879082337503,
          -0.5308525841135631,
          -0.6440166422867231,
          -0.2802247783049306,
          -0.3618079807646565,
          -0.2729907374383722,
          -0.6295094132444631,
          -0.6294920939428907,
          -0.30311987482113467,
          -0.5776669288763527,
          -0.5775848252234111,
          -0.5875190133315081,
          -0.2262952434204143,
          -0.5308444280053968,
          0.10750698340400659,
          -0.23266138990981614,
          -0.5308458936471872,
          -0.5780804607723378,
          -0.5775769535590772,
          -0.36078700156182797,
          -0.5308473297558611,
          0.1075100631602087,
          -0.6294981936503667,
          -0.5776983264813197,
          -0.13652439942124606,
          -0.00993610550984759,
          -0.36104225300766873,
          -0.42719346710633754,
          -0.2729928951866723,
          -0.6294888027579255,
          -0.2730920019192249,
          -0.5775505776174849,
          -0.6294903324815662,
          -0.2262808731227586,
          -0.5775559831856493,
          -0.5308449422513736,
          -0.4771157705565659,
          -0.7494328865499792,
          -0.3340844467900388,
          -0.27302744884266855,
          -0.6294996718581951,
          -0.36113485645752197,
          -0.6313251675561842,
          -0.4811490075452943,
          -0.36102569288127223,
          -0.5371836483480392,
          -0.3610250630175634,
          -0.5776282290082667,
          -0.5775572513138255,
          -0.27301906154489514,
          -0.5308855690099563,
          -0.29525032317004757,
          -0.3610276960481678,
          -0.28897407625272453,
          -0.11417307233150138,
          -0.5308975279520542,
          -0.36104450712853603,
          -0.36107936656266404,
          -0.5742412432120542,
          -0.5308663320023806,
          -0.1325458288663852,
          -0.5780224214910914,
          -0.5775559589278393,
          -0.5775938763747167,
          -0.3249417972864608,
          -0.2265657522135811,
          -0.5308546162479042,
          -0.5775735702308817,
          -0.3610245495366675,
          -0.5308449449095463,
          -0.5775530128676283,
          -0.5775507381402453,
          -0.27304132396628483,
          -0.31072354609040426,
          -0.7199140970110515,
          -0.11419673469661482,
          -0.5775614781523973,
          -0.5310813175709916,
          -0.11421880170948119,
          -0.32492160739997594,
          -0.7953307777132386,
          -0.11419984693601609,
          -0.7124010981766307,
          -0.04480807640340849,
          -0.5308536027823217,
          -0.660920898149443,
          -0.5308461151836438,
          -0.11418621170311793,
          -0.5775596638445842,
          -0.5775550242306127,
          -0.11417307233150138,
          -0.5308523668536088,
          -0.36102847145825084,
          -0.5775601940316558,
          -0.24981157419572186,
          -0.5775565883807618,
          -0.57761750457284,
          -0.5308451941562083,
          -0.5775670283334354,
          -0.28766597334778404,
          -0.5775525324776211,
          -0.5775515307154575,
          -0.21971765295553297,
          -0.26180504417241945,
          -0.5776071895590796,
          -0.36102520606562855,
          -0.5308472678893045,
          -0.577556056979844,
          -0.5775523310461351,
          -0.2729900305570313,
          -0.35350100091684566,
          -0.324926873978742,
          -0.577988057523211,
          -0.2729992812206947,
          -0.5308586958833736,
          -0.8213436271880794,
          -0.5308928195703333,
          -0.11421290509513361,
          -0.5308615382663487,
          -0.11433998772793211,
          -0.5309347620964389,
          -0.5775539813630253,
          -0.577553269562805,
          -0.5776481715391779,
          -0.06383428246488959,
          -0.5308541836605859,
          -0.2732798596106704,
          -0.11417112375650015,
          -0.5775676235648297,
          -0.6539574091895302,
          -0.056478973232777445,
          -0.13257322365343108,
          -0.6458611276181873,
          -0.574206450060987,
          -0.5742372069230762,
          -0.715577456163884,
          -0.6294971099638837,
          -0.5855220137072465,
          -0.6294962435118505,
          -0.2074408426845754,
          -0.7155912377636711,
          -0.530849632741416,
          -0.2729917019415604,
          5.536562954399426,
          -0.11417170503042255,
          -0.5775614480063154,
          -0.5775519179813546,
          -0.003959002594644762,
          -0.12339479621892478,
          -0.530849541052834,
          -0.3032196869640254,
          -0.5775520070389206,
          -0.09386063855043768,
          -0.5964770894636421,
          -0.3610633854057149,
          -0.5745121828703426,
          -0.5364596123803931,
          -0.5775528658675354,
          -0.5243090632658652,
          -0.09310487683561802,
          -0.5775570907640938,
          -0.060397674623074105,
          -0.5308715180870782,
          -0.04490596970440878,
          -0.5867990453473833,
          -0.6295699156174442,
          -0.5776083806964419,
          -0.2696448436246905,
          -0.21972033184868242,
          -0.5841164157562637,
          -0.5775676299939817,
          -0.5308646854224166,
          -0.2197336416633841,
          -0.5778391900456966,
          -0.5775513218270943,
          -0.22628155507159817,
          -0.13253882656222538,
          0.12703996526423494,
          -0.3717989617716245,
          -0.5776526574996198,
          -0.3250771653655191,
          -0.48504548454701807,
          -0.5308476127659124,
          -0.5442848986968969,
          -0.27300448863116356,
          -0.1668278459875996,
          -0.5742136371219927,
          -0.5775506598026763,
          -0.5775509700829423,
          -0.2731235086400365,
          -0.1708725546122833,
          -0.11418036924298824,
          -0.577556376084817,
          -0.1535400229795659,
          -0.5243461389083808,
          -0.11417591280051058,
          -0.05760743615535696,
          -0.578529127722709,
          -0.347524552755778,
          -0.27299935941963427,
          -0.5820174648189325,
          -0.2729905541784986,
          -0.7113191870627208,
          -0.577565648990155,
          -0.32677067509373703,
          -0.4780154993243951,
          -0.21977718113747824,
          -0.05648534010007767,
          -0.07304785082770553,
          -0.36218859875164666,
          -0.219717072271994,
          -0.5242815523697721,
          -0.27463694622620344,
          -0.39842622938177635,
          -0.2197448618004416,
          -0.5776498391066983,
          -0.22628993845518577,
          -0.5308597875657053,
          -0.2730457566793259,
          -0.11418804833638536,
          -0.5076117158359363,
          -0.22628932410893846,
          -0.5796731369800542,
          0.24575388902039783,
          -0.2397196574552549,
          -0.3193739426873946,
          -0.23213033800572927,
          -0.5242963309754198,
          0.07270303003016519,
          -0.5775571600477216,
          -0.5242871101999117,
          -0.21971457461605745,
          -0.595357190010126,
          -0.2262801724234004,
          -0.5775652909752863,
          -0.5443954923702092,
          -0.7120925201276881,
          -0.5308907989282643,
          -0.5308554503567323,
          -0.04519702030788137,
          -0.586186664583507,
          -0.5309269162900743,
          -0.5775708659068199,
          -0.5775623885669527,
          -0.05645941313923142,
          -0.577553353616789,
          -0.5310417737015325,
          -0.5789117744013701,
          -0.36714140740751927,
          -0.5311104200589489,
          -0.577571950675678,
          -0.5777267379343413,
          -0.5309332706500834,
          -0.5776009833979925,
          -0.11416649349538838,
          -0.31699215994794877,
          -0.36105796663781237,
          -0.04481551179989805,
          -0.27736438989248696,
          -0.5776651513890521,
          -0.30312468330277587,
          -0.6294869995531658,
          -0.04510608355462305,
          -0.04514071409726399,
          -0.05689384219541234,
          -0.11416831501841268,
          -0.03765800439715289,
          -0.02905096959681353,
          -0.5775796366217999,
          -0.2729837924986889
         ]
        },
        {
         "customdata": [
          [
           "SHA-256"
          ],
          [
           "Ethash"
          ],
          [
           "Scrypt"
          ],
          [
           "CryptoNight-V7"
          ],
          [
           "Ethash"
          ],
          [
           "Equihash"
          ],
          [
           "Multiple"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "Scrypt"
          ],
          [
           "Multiple"
          ],
          [
           "Scrypt"
          ],
          [
           "SHA-256"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Quark"
          ],
          [
           "Groestl"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "Multiple"
          ],
          [
           "SHA-256"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "NeoScrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "SHA-256"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "HybridScryptHash256"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "SHA-256"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "SHA-256"
          ],
          [
           "SHA-256"
          ],
          [
           "SHA-256"
          ],
          [
           "SHA-256"
          ],
          [
           "SHA-256"
          ],
          [
           "X11"
          ],
          [
           "Scrypt"
          ],
          [
           "Lyra2REv2"
          ],
          [
           "Scrypt"
          ],
          [
           "SHA-256"
          ],
          [
           "CryptoNight"
          ],
          [
           "CryptoNight"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Stanford Folding"
          ],
          [
           "Multiple"
          ],
          [
           "QuBit"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "M7 POW"
          ],
          [
           "Scrypt"
          ],
          [
           "SHA-256"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "Lyra2RE"
          ],
          [
           "SHA-256"
          ],
          [
           "X11"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Ethash"
          ],
          [
           "Blake2b"
          ],
          [
           "X11"
          ],
          [
           "SHA-256"
          ],
          [
           "Scrypt"
          ],
          [
           "1GB AES Pattern Search"
          ],
          [
           "Scrypt"
          ],
          [
           "SHA-256"
          ],
          [
           "X11"
          ],
          [
           "Dagger"
          ],
          [
           "Scrypt"
          ],
          [
           "X11GOST"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "Equihash"
          ],
          [
           "CryptoNight"
          ],
          [
           "SHA-256"
          ],
          [
           "Multiple"
          ],
          [
           "Scrypt"
          ],
          [
           "SHA-256"
          ],
          [
           "Scrypt"
          ],
          [
           "Lyra2Z"
          ],
          [
           "Ethash"
          ],
          [
           "Equihash"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "X11"
          ],
          [
           "CryptoNight"
          ],
          [
           "Scrypt"
          ],
          [
           "CryptoNight"
          ],
          [
           "Lyra2RE"
          ],
          [
           "X11"
          ],
          [
           "CryptoNight-V7"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "Equihash"
          ],
          [
           "Scrypt"
          ],
          [
           "Lyra2RE"
          ],
          [
           "Dagger-Hashimoto"
          ],
          [
           "Scrypt"
          ],
          [
           "NIST5"
          ],
          [
           "Scrypt"
          ],
          [
           "SHA-256"
          ],
          [
           "Scrypt"
          ],
          [
           "CryptoNight-V7"
          ],
          [
           "Argon2d"
          ],
          [
           "Blake2b"
          ],
          [
           "Cloverhash"
          ],
          [
           "CryptoNight"
          ],
          [
           "X11"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "X11"
          ],
          [
           "CryptoNight"
          ],
          [
           "Time Travel"
          ],
          [
           "Scrypt"
          ],
          [
           "Keccak"
          ],
          [
           "X11"
          ],
          [
           "SHA-256"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "CryptoNight"
          ],
          [
           "Equihash"
          ],
          [
           "X11"
          ],
          [
           "NeoScrypt"
          ],
          [
           "Equihash"
          ],
          [
           "Dagger"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "NeoScrypt"
          ],
          [
           "Ethash"
          ],
          [
           "NeoScrypt"
          ],
          [
           "Multiple"
          ],
          [
           "CryptoNight"
          ],
          [
           "CryptoNight"
          ],
          [
           "Ethash"
          ],
          [
           "X11"
          ],
          [
           "CryptoNight-V7"
          ],
          [
           "Scrypt"
          ],
          [
           "BLAKE256"
          ],
          [
           "X11"
          ],
          [
           "NeoScrypt"
          ],
          [
           "NeoScrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "SHA-256"
          ],
          [
           "C11"
          ],
          [
           "CryptoNight"
          ],
          [
           "SkunkHash"
          ],
          [
           "CryptoNight"
          ],
          [
           "Scrypt"
          ],
          [
           "Dagger"
          ],
          [
           "Lyra2REv2"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "X11"
          ],
          [
           "Ethash"
          ],
          [
           "CryptoNight"
          ],
          [
           "Scrypt"
          ],
          [
           "IMesh"
          ],
          [
           "Equihash"
          ],
          [
           "Lyra2Z"
          ],
          [
           "X11"
          ],
          [
           "CryptoNight"
          ],
          [
           "NIST5"
          ],
          [
           "Lyra2RE"
          ],
          [
           "Tribus"
          ],
          [
           "Lyra2Z"
          ],
          [
           "CryptoNight"
          ],
          [
           "CryptoNight Heavy"
          ],
          [
           "CryptoNight"
          ],
          [
           "Jump Consistent Hash"
          ],
          [
           "CryptoNight"
          ],
          [
           "X16R"
          ],
          [
           "HMQ1725"
          ],
          [
           "X11"
          ],
          [
           "Scrypt"
          ],
          [
           "CryptoNight-V7"
          ],
          [
           "Cryptonight-GPU"
          ],
          [
           "XEVAN"
          ],
          [
           "CryptoNight Heavy"
          ],
          [
           "SHA-256"
          ],
          [
           "X11"
          ],
          [
           "X16R"
          ],
          [
           "Equihash"
          ],
          [
           "Lyra2Z"
          ],
          [
           "SHA-256"
          ],
          [
           "CryptoNight"
          ],
          [
           "Blake"
          ],
          [
           "Blake"
          ],
          [
           "Exosis"
          ],
          [
           "Scrypt"
          ],
          [
           "Equihash"
          ],
          [
           "Equihash"
          ],
          [
           "QuBit"
          ],
          [
           "SHA-256"
          ],
          [
           "X13"
          ],
          [
           "SHA-256"
          ],
          [
           "Scrypt"
          ],
          [
           "NeoScrypt"
          ],
          [
           "Blake"
          ],
          [
           "Scrypt"
          ],
          [
           "SHA-256"
          ],
          [
           "Scrypt"
          ],
          [
           "Groestl"
          ],
          [
           "Scrypt"
          ],
          [
           "Scrypt"
          ],
          [
           "Multiple"
          ],
          [
           "Equihash+Scrypt"
          ],
          [
           "Ethash"
          ],
          [
           "CryptoNight"
          ],
          [
           "Equihash"
          ]
         ],
         "hovertemplate": "<b>%{hovertext}</b><br><br>Class=%{marker.color}<br>PC 1=%{x}<br>PC 2=%{y}<br>PC 3=%{z}<br>Algorithm=%{customdata[0]}<extra></extra>",
         "hovertext": [
          "Bitcoin",
          "Ethereum",
          "Litecoin",
          "Monero",
          "Ethereum Classic",
          "ZCash",
          "DigiByte",
          "ProsperCoin",
          "Spreadcoin",
          "Argentum",
          "MyriadCoin",
          "MoonCoin",
          "ZetaCoin",
          "SexCoin",
          "Quatloo",
          "QuarkCoin",
          "Riecoin",
          "Digitalcoin ",
          "Catcoin",
          "CannaCoin",
          "CryptCoin",
          "Verge",
          "DevCoin",
          "EarthCoin",
          "E-Gulden",
          "Einsteinium",
          "Emerald",
          "Franko",
          "FeatherCoin",
          "GrandCoin",
          "GlobalCoin",
          "GoldCoin",
          "Infinite Coin",
          "IXcoin",
          "KrugerCoin",
          "LuckyCoin",
          "Litebar ",
          "MegaCoin",
          "MediterraneanCoin",
          "MinCoin",
          "NobleCoin",
          "Namecoin",
          "NyanCoin",
          "RonPaulCoin",
          "StableCoin",
          "SmartCoin",
          "SysCoin",
          "TigerCoin",
          "TerraCoin",
          "UnbreakableCoin",
          "Unobtanium",
          "UroCoin",
          "ViaCoin",
          "Vertcoin",
          "WorldCoin",
          "JouleCoin",
          "ByteCoin",
          "DigitalNote ",
          "MonaCoin",
          "Gulden",
          "PesetaCoin",
          "Wild Beast Coin",
          "Flo",
          "ArtByte",
          "Folding Coin",
          "Unitus",
          "CypherPunkCoin",
          "OmniCron",
          "GreenCoin",
          "Cryptonite",
          "MasterCoin",
          "SoonCoin",
          "1Credit",
          "MarsCoin ",
          "Crypto",
          "Anarchists Prime",
          "BowsCoin",
          "Song Coin",
          "BitZeny",
          "Expanse",
          "Siacoin",
          "MindCoin",
          "I0coin",
          "Revolution VR",
          "HOdlcoin",
          "Gamecredits",
          "CarpeDiemCoin",
          "Adzcoin",
          "SoilCoin",
          "YoCoin",
          "SibCoin",
          "Francs",
          "BolivarCoin",
          "Omni",
          "PizzaCoin",
          "Komodo",
          "Karbo",
          "ZayedCoin",
          "Circuits of Value",
          "DopeCoin",
          "DollarCoin",
          "Shilling",
          "ZCoin",
          "Elementrem",
          "ZClassic",
          "KiloCoin",
          "ArtexCoin",
          "Kurrent",
          "Cannabis Industry Coin",
          "OsmiumCoin",
          "Bikercoins",
          "HexxCoin",
          "PacCoin",
          "Citadel",
          "BeaverCoin",
          "VaultCoin",
          "Zero",
          "Canada eCoin",
          "Zoin",
          "DubaiCoin",
          "EB3coin",
          "Coinonat",
          "BenjiRolls",
          "ILCoin",
          "EquiTrader",
          "Quantum Resistant Ledger",
          "Dynamic",
          "Nano",
          "ChanCoin",
          "Dinastycoin",
          "DigitalPrice",
          "Unify",
          "SocialCoin",
          "ArcticCoin",
          "DAS",
          "LeviarCoin",
          "Bitcore",
          "gCn Coin",
          "SmartCash",
          "Onix",
          "Bitcoin Cash",
          "Sojourn Coin",
          "NewYorkCoin",
          "FrazCoin",
          "Kronecoin",
          "AdCoin",
          "Linx",
          "Sumokoin",
          "BitcoinZ",
          "Elements",
          "VIVO Coin",
          "Bitcoin Gold",
          "Pirl",
          "eBoost",
          "Pura",
          "Innova",
          "Ellaism",
          "GoByte",
          "SHIELD",
          "UltraNote",
          "BitCoal",
          "DaxxCoin",
          "AC3",
          "Lethean",
          "PopularCoin",
          "Photon",
          "Sucre",
          "SparksPay",
          "GunCoin",
          "IrishCoin",
          "Pioneer Coin",
          "UnitedBitcoin",
          "Interzone",
          "TurtleCoin",
          "MUNcoin",
          "Niobio Cash",
          "ShareChain",
          "Travelflex",
          "KREDS",
          "BitFlip",
          "LottoCoin",
          "Crypto Improvement Fund",
          "Callisto Network",
          "BitTube",
          "Poseidon",
          "Aidos Kuneen",
          "Bitrolium",
          "Alpenschillling",
          "FuturoCoin",
          "Monero Classic",
          "Jumpcoin",
          "Infinex",
          "KEYCO",
          "GINcoin",
          "PlatinCoin",
          "Loki",
          "Newton Coin",
          "MassGrid",
          "PluraCoin",
          "Motion",
          "PlusOneCoin",
          "Axe",
          "HexCoin",
          "Webchain",
          "Ryo",
          "Urals Coin",
          "Qwertycoin",
          "Project Pai",
          "Azart",
          "Xchange",
          "CrypticCoin",
          "Actinium",
          "Bitcoin SV",
          "FREDEnergy",
          "Universal Molecule",
          "Lithium",
          "Exosis",
          "Block-Logic",
          "Beam",
          "Bithereum",
          "SLICE",
          "BLAST",
          "Bitcoin Rhodium",
          "GlobalToken",
          "SolarCoin",
          "UFO Coin",
          "BlakeCoin",
          "Crypto Escudo",
          "Crown Coin",
          "SmileyCoin",
          "Groestlcoin",
          "Bata",
          "Pakcoin",
          "JoinCoin",
          "Vollar",
          "Reality Clash",
          "Beldex",
          "Horizen"
         ],
         "legendgroup": "1",
         "marker": {
          "color": [
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1,
           1
          ],
          "coloraxis": "coloraxis",
          "symbol": "diamond"
         },
         "mode": "markers",
         "name": "1",
         "scene": "scene",
         "showlegend": true,
         "type": "scatter3d",
         "x": [
          -0.14789778992020788,
          -0.1492331712353455,
          -0.16590252738717154,
          -0.14942567765354572,
          -0.14767538125047738,
          -0.17350051083153373,
          0.15767698950759684,
          -0.16704859633572325,
          -0.22198163241441138,
          -0.16666518502286504,
          -0.09569275564802106,
          2.5545013119872224,
          -0.1449831645343238,
          -0.16392098102942657,
          -0.1664692344600397,
          -0.2251975796335713,
          -0.1899320515896187,
          -0.16651801642542666,
          -0.16703086537841835,
          -0.1671173089028989,
          -0.2220709602679159,
          0.18142051904906284,
          0.22989209381375306,
          0.08157553993804535,
          -0.16686364419926616,
          -0.16246960470245045,
          -0.1668029442231558,
          -0.1671743028587039,
          -0.16460712043169168,
          -0.14639965818057404,
          -0.16596959227712718,
          -0.16624699178847524,
          1.5814700743630368,
          -0.14785916593942652,
          -0.16353677404490072,
          -0.1668900816609686,
          -0.16724484179901153,
          -0.16650420303072982,
          -0.1501109140798577,
          -0.16712612524925172,
          -0.03204876717913799,
          -0.14793676324435698,
          -0.1607909992383509,
          -0.16710556604694202,
          -0.16520014090746066,
          -0.1665923853155446,
          -0.1350907105460111,
          -0.14740061305731483,
          -0.14768777087438284,
          -0.14767074449010745,
          -0.14826137992467897,
          -0.22224483172804305,
          -0.16682210306777295,
          -0.1902923221011505,
          -0.1639256884199958,
          -0.14746789711201352,
          3.862111919693685,
          0.46159533530874797,
          -0.16568985970326677,
          -0.1502907972552119,
          -0.16440887302483706,
          -0.1672470502560525,
          -0.1642739378037353,
          -0.15049961113250465,
          -0.1452139813209485,
          -0.12969429006287195,
          -0.18461111173630057,
          -0.1671201492465419,
          -0.04007606086951708,
          -0.09519027152372943,
          -0.16725594203381008,
          -0.14796453604719753,
          0.48482371804190616,
          -0.22163210980856868,
          -0.1396119498879539,
          -0.14770443039334433,
          -0.22191696464319502,
          -0.16537996594727117,
          -0.16457233033098154,
          -0.15030044196658482,
          0.3839844377978529,
          -0.2219523572295005,
          -0.14786028810017357,
          -0.16321441299143835,
          -0.14237708115697922,
          -0.16581950802687115,
          0.27056036484840373,
          -0.22111319681246921,
          -0.13143313822219913,
          -0.16606686137825685,
          -0.1536707847804536,
          -0.1670458822686164,
          -0.2219156036580481,
          -0.16725600051982817,
          -0.22206554935377737,
          -0.37194496043624586,
          0.30652269947839106,
          -0.14812033312508924,
          -0.10976970405360417,
          -0.16442311976753796,
          -0.1480789694722236,
          -0.16691944708986434,
          -0.13871475229056476,
          -0.15004263917211674,
          -0.1735221242454111,
          -0.09399083573794623,
          -0.20865096248579848,
          -0.2198939949255677,
          0.3065170681249159,
          -0.16723774072665032,
          0.30664776344404626,
          -0.1401523227306424,
          0.4930933876341919,
          -0.14819052647925646,
          -0.16720603298230624,
          -0.21480049721706843,
          -0.17353449833572637,
          -0.16533958044339556,
          -0.1398707464866512,
          -0.14579396945765133,
          -0.13813324353622025,
          -0.19518625526227248,
          -0.16676847301723108,
          -0.11445029144585013,
          -0.16659055554588525,
          -0.14804831327122228,
          -0.15933766144824335,
          -0.01625114015657088,
          -0.1327887161541133,
          0.3426336664764343,
          -0.2211215835634764,
          -0.16690978092601894,
          -0.16667318270054549,
          -0.2215162106079831,
          -0.2220935792728382,
          0.3069120003163755,
          -0.1517846232152187,
          3.241936427353174,
          -0.11155641095434451,
          -0.21296688010561832,
          -0.14789695427801755,
          -0.09283859596371244,
          1.5794692711369722,
          -0.1670076117676588,
          -0.1664593257292946,
          -0.16616034589514458,
          -0.16614727901802187,
          0.30709559088327304,
          0.03876308537939118,
          -0.1764875908928045,
          -0.1692951720685105,
          -0.1733805741545799,
          -0.13019240081493869,
          -0.1653377898992708,
          -0.21763864673331856,
          -0.1691406040211221,
          -0.14840803233244182,
          -0.1692407966593759,
          -0.11992752950219208,
          1.1443466374000388,
          0.30649983788898166,
          -0.07330669243138724,
          -0.21738019859214336,
          -0.1371619171453481,
          -0.08340795332825202,
          1.1042528020659073,
          -0.22206758195194737,
          -0.169292733102498,
          -0.16233161604530477,
          -0.1662587241464852,
          -0.221993000880431,
          -0.1478763554133686,
          -0.21046924981552229,
          8.043366829802743,
          -0.14106703047980643,
          0.310373723459745,
          0.02575526263492445,
          -0.12969571822687198,
          -0.17585246443813787,
          -0.1668323604283933,
          0.1401983735453655,
          -0.2161347392301734,
          -0.10145242104314416,
          0.31442196415382173,
          -0.16706933754059416,
          -0.13809404533550249,
          -0.17237181856764286,
          -0.13649854669949482,
          -0.22116234921059788,
          0.30668232804089396,
          -0.19524571547975453,
          -0.1399975819104232,
          -0.17190960218460039,
          -0.13879911816338977,
          0.31061007167536986,
          0.5859981991112254,
          2.114924129567639,
          -0.15057365172171014,
          0.3202853147562357,
          -0.18004669225887002,
          -0.1356965855172838,
          -0.2220497447600253,
          -0.16709391494709205,
          -0.13704158032958852,
          -0.16085785043607914,
          -0.15562355649852883,
          3.108192549678616,
          -0.10773074189583234,
          -0.22202111389068233,
          -0.1794744858024893,
          -0.06814194564253341,
          -0.13819694785673536,
          -0.1478969918372222,
          0.38643174380444045,
          -0.13220565169230558,
          -0.13259763570282432,
          -0.16908903847865275,
          -0.16598636572905068,
          -0.171440925431905,
          -0.17321341770807197,
          -0.18382218519407914,
          -0.14717324116062094,
          -0.11140799887950656,
          -0.14604133571246813,
          0.5287377712619233,
          -0.09446952945017743,
          -0.08306914057509143,
          -0.15065017224345364,
          -0.1476871414299241,
          0.5484790890865701,
          -0.1894931180733711,
          -0.1671707458752902,
          -0.1651267420866128,
          -0.1304290525859466,
          -0.10002074475289889,
          -0.15007579273274488,
          0.3282537755988601,
          -0.17350156760403843
         ],
         "y": [
          -1.3193262819264626,
          -2.0491882794567045,
          -1.1563467600862323,
          -2.211733757998598,
          -2.0492872554471027,
          -2.0821660051131885,
          -1.8151497195146484,
          -1.1563385595928846,
          -0.8953045674255061,
          -1.1563567857380843,
          -1.80975478738246,
          -1.3413292781081338,
          -1.3193390700728362,
          -1.1564012444521379,
          -1.1563760044321394,
          -0.44011351138434246,
          -1.187287450943239,
          -1.1563409434673166,
          -1.156337998135422,
          -1.1563351845954726,
          -0.8953059836067048,
          -1.8112587703691472,
          -1.3221789919927247,
          -1.1579847804710002,
          -1.1563327030135948,
          -1.156390449980102,
          -1.1563385492306197,
          -1.156335644575635,
          -1.5803543356934815,
          -1.1566731207953063,
          -1.1563389967880553,
          -1.1563493666831206,
          -1.1649388071547468,
          -1.3193250588835166,
          -1.1563999687085362,
          -1.1563328339562913,
          -1.156330896762594,
          -1.1563361515730615,
          -2.2209253934960795,
          -1.1563332462705223,
          -1.1626420513696774,
          -1.319327516031499,
          -1.1563635726241048,
          -1.1563403635603182,
          -1.1564417495330388,
          -1.1563454410260035,
          -1.3195330245712864,
          -1.3193289085326299,
          -1.3193344619939082,
          -1.3193607588087257,
          -1.3193231412938344,
          -0.8952987775408553,
          -1.1563328000170061,
          -1.2286900242004393,
          -1.1564122838291846,
          -1.3193296182366943,
          -2.315071423214044,
          -2.2995394984848683,
          -1.1563549410286955,
          -1.1569795191441132,
          -1.1563576447338406,
          -1.156331869229986,
          -1.1563488621050897,
          -1.1565059088417493,
          -2.1948974782120345,
          -1.8094190397807077,
          -1.551186915460985,
          -1.156328375813232,
          -1.159365191064359,
          -2.1836471578461403,
          -1.1563307323541334,
          -1.3193283954677963,
          -1.2006532217492736,
          -0.895302680383859,
          -2.2058073914649454,
          -1.3193432945478105,
          -0.8953032259056126,
          -1.1564193648704133,
          -1.1564218696739001,
          -2.049234014446192,
          -2.115715391196161,
          -0.8953008155776387,
          -1.319325094417161,
          -1.1563506223274733,
          -2.18520564833677,
          -1.1563441312468192,
          -1.321333500720232,
          -0.895322265493205,
          -2.157060493991677,
          -1.1564115334751313,
          -2.198499854086884,
          -1.1563377674414057,
          -0.8953060076475786,
          -1.1563307320663005,
          -0.8953107557346945,
          -1.636130665171276,
          -2.297394899005051,
          -1.3193253740971211,
          -1.8096355716581185,
          -1.1563818343890924,
          -1.3193247015128595,
          -1.1563408259188808,
          -2.1703019904273764,
          -2.049232418165883,
          -2.082166689510106,
          -1.1610724227836253,
          -0.8952214272938472,
          -0.8953853531754382,
          -2.2974028456286915,
          -1.156331635376214,
          -2.2974015319500998,
          -2.205785103781039,
          -0.9432682743829491,
          -2.2118252952308857,
          -1.1563310873478814,
          -0.8957692593942036,
          -2.082164256502277,
          -1.1563402335108341,
          -2.205783955868284,
          -2.1263945167284293,
          -1.1582329516948726,
          -0.6531367799433722,
          -1.156339943826848,
          -1.3200178476450697,
          -1.1563600722436442,
          -2.2117642952344214,
          -2.231299248263702,
          -2.128629312657805,
          -2.223428187569035,
          -2.2976567885317665,
          -0.8953338304151437,
          -1.1563329470102393,
          -1.1563648072922754,
          -0.895318078048881,
          -0.8953073354346098,
          -2.2974136448657303,
          -2.1969873484181885,
          -1.189618833980489,
          -1.1214501744264267,
          -0.8957818181673578,
          -1.3193262554655374,
          -1.1613890414351051,
          -1.1010195809536456,
          -1.1563365555915317,
          -1.1563643913161377,
          -1.1563662233590108,
          -1.156365809591409,
          -2.297432470265856,
          -2.090260167622149,
          -0.8951210343528818,
          -1.5802845658787914,
          -2.082162207272991,
          -2.1571104045897442,
          -1.1563401768125776,
          -0.895400094283968,
          -1.580292383194499,
          -2.0493598897867713,
          -1.5802862338666033,
          -1.8095758698992577,
          -2.3308856344094377,
          -2.297397388449715,
          -2.0538461340013203,
          -0.8955331523296501,
          -2.212051264748268,
          -1.157206264219068,
          -1.1728950652747647,
          -0.8953071478081867,
          -1.580280251390899,
          -1.580398099348291,
          -1.1563439150008423,
          -0.8953070460408346,
          -1.319325014215966,
          -1.2620547004459226,
          -2.7586072626293245,
          -2.1601851552296454,
          -2.2975031791785603,
          -1.157280617329565,
          -2.1570549125973035,
          -1.2289502895220417,
          -1.156345130382024,
          -1.159593822163627,
          -0.8954584039123915,
          -2.0522656458180473,
          -2.2978439132276476,
          -1.1563392163709743,
          -2.1482314949803096,
          -2.082164868912561,
          -2.1704285634117872,
          -0.8953351212747638,
          -2.297395776466256,
          -0.6531194171518249,
          -2.205791700946164,
          -2.2970992306699354,
          -2.170296964220867,
          -2.2976821348017475,
          -2.221568896798117,
          -2.370066673710886,
          -2.1547377129890655,
          -2.2976582480152072,
          -1.1525389382985114,
          -2.159596504592047,
          -0.8953074304381867,
          -1.1563407751710895,
          -2.212577477534862,
          -2.121377126887931,
          -0.7019402627970023,
          -2.271871198093515,
          -1.3195225867619496,
          -0.8953093486689647,
          -1.152575850047243,
          -2.084182148276071,
          -2.1703298026701834,
          -1.319326256654864,
          -2.3005636597364685,
          -2.155136541213428,
          -2.155092533608328,
          -2.180851849458189,
          -1.1563748384016819,
          -2.0822715490248562,
          -2.08216389578825,
          -1.5512325547557766,
          -1.3193337058255048,
          -0.3376987659102,
          -1.319371309401711,
          -1.2035705447239033,
          -1.580720954048193,
          -2.158449844906487,
          -1.1565106764162207,
          -1.3193344420623119,
          -1.168976750587307,
          -1.1872883823474771,
          -1.156331128151914,
          -1.1563914030843712,
          -1.8094442837003013,
          -2.1911591945164783,
          -2.04923225500397,
          -2.2976885647083103,
          -2.0821660385762883
         ],
         "z": [
          0.21174189798916568,
          0.395209969019682,
          -0.004807399588257435,
          0.4142832610939035,
          0.3951874751996919,
          0.3409192412388378,
          0.3698148452473713,
          -0.0047817551114442735,
          0.04192216378811418,
          -0.004788154907871526,
          0.37498003542837194,
          -0.04238018527702852,
          0.2116755446901997,
          -0.00484606508517949,
          -0.004790031545609736,
          0.04838085531442521,
          0.14557188823617465,
          -0.004793826229551144,
          -0.0047822487526136175,
          -0.004780623470350698,
          0.04192445191307506,
          0.36871193388890455,
          0.20330950362592207,
          -0.01036366574328892,
          -0.004786904296982207,
          -0.004881522472751165,
          -0.004787500715810057,
          -0.004779226016994875,
          0.2695500695072552,
          -0.005217499888115131,
          -0.004806924195422836,
          -0.004798977971480668,
          -0.044457195249302625,
          0.2117408226728841,
          -0.004855228674998994,
          -0.00478626767092307,
          -0.004778244914071927,
          -0.004794823763797132,
          0.44454302733814755,
          -0.004780690164256436,
          -0.007051177878886369,
          0.21174298303138547,
          -0.004924557127902422,
          -0.004780169038319023,
          -0.0048104524576599,
          -0.004791454142996685,
          0.21147152897785226,
          0.2117306421111854,
          0.21173813852962414,
          0.21174144207472853,
          0.21174995781465683,
          0.04192750323000559,
          -0.004787862009099054,
          0.17433015923710782,
          -0.004844401050543966,
          0.21173231533298065,
          0.32919992424504135,
          0.40652871186007994,
          -0.004811220858408368,
          -0.005083382158980392,
          -0.004840793907456008,
          -0.00477805638355726,
          -0.004845185420808784,
          -0.005145167277541934,
          0.36149062625636197,
          0.37572784034981366,
          0.31098313147511164,
          -0.004781515493720056,
          -0.007324741649991248,
          0.46060426404129073,
          -0.004778008497459082,
          0.21174375624394443,
          -0.013786687026064693,
          0.041913725182413465,
          0.4353464584572731,
          0.2117397713999295,
          0.041920462805834835,
          -0.004809398545436858,
          -0.004827931104854098,
          0.39524136317880443,
          0.43270295339079434,
          0.04192095110927812,
          0.21174085391455555,
          -0.004869712780386189,
          0.355176768388239,
          -0.004809710900247957,
          0.20223953133929926,
          0.041904348210633366,
          0.35810625139375596,
          -0.004794439083384984,
          0.3760203278534831,
          -0.004781930082555348,
          0.04192082255414091,
          -0.004778007170382588,
          0.04192499713802355,
          0.16858182326031507,
          0.4098529296224074,
          0.21174697398261433,
          0.37529241885737086,
          -0.004837055709699032,
          0.21174591208933408,
          -0.004784456021135103,
          0.43458529734407336,
          0.39523511020982915,
          0.34091984297007694,
          -0.005823719902698765,
          0.04159874610818757,
          0.04188471985590094,
          0.40985417991013595,
          -0.004778306989128577,
          0.40985093890802676,
          0.4353559568015458,
          0.031953005616025175,
          0.41426726450058865,
          -0.004779125562703371,
          0.04181965795562966,
          0.3409197898336489,
          -0.004821481834515533,
          0.4353492110465293,
          0.4631076381882783,
          -0.005191225594276634,
          -0.0014398784744197267,
          -0.004788110454101719,
          0.21105713505234588,
          -0.004789437362145964,
          0.4142553524140761,
          0.47103188937915996,
          0.443879594745117,
          0.44594658279821403,
          0.4090454026538506,
          0.04190617225913952,
          -0.004785791123941033,
          -0.00478683874016666,
          0.041913182537946,
          0.04192517110938552,
          0.4098464652675915,
          0.4271337360675808,
          -0.07981021174630817,
          0.06394637036061346,
          0.04177854985983868,
          0.21174187472435158,
          -0.005806094118368938,
          -0.05340801498639822,
          -0.004782995557730806,
          -0.00479189796700314,
          -0.004798631200426643,
          -0.00479899499062662,
          0.4098448222846629,
          0.33709520437921225,
          0.04083252998784369,
          0.2696498702444691,
          0.3409159021251937,
          0.35808426459310694,
          -0.0048215316844067956,
          0.04183405751212666,
          0.26964735634687087,
          0.3952148313560007,
          0.2696488335651712,
          0.37552153793666176,
          0.39497621106665737,
          0.40985381462802534,
          0.39409022488715806,
          0.041846744100960925,
          0.41404118838105464,
          -0.006615402855803006,
          0.07258366735518862,
          0.04192453679615258,
          0.26964920588359664,
          0.2695030212116821,
          -0.004799471038122696,
          0.04192277852271575,
          0.21174121833107942,
          0.08772627218220228,
          0.29386300663106674,
          0.4433377141373293,
          0.4097781222351693,
          -0.009157527717898371,
          0.35806483919457377,
          0.17402914468879147,
          -0.004785886471876862,
          -0.011507961210565697,
          0.04180709922980583,
          0.39452588581172365,
          0.40973142470435814,
          -0.004781177663061184,
          0.4244607228968384,
          0.3408926888035073,
          0.4345512923221968,
          0.041907307200776914,
          0.40984932050323536,
          -0.0014409321785251242,
          0.43535326710917055,
          0.4628152973337438,
          0.4345865625775475,
          0.4097977863755505,
          0.3764820464942003,
          0.37779627942279387,
          0.42517136886652224,
          0.4095681852808849,
          0.2105994567094532,
          0.5545454397746578,
          0.04192415948904388,
          -0.0047803835384570975,
          0.414112446982371,
          0.4288289320406476,
          0.02846788219618267,
          0.3245857509767627,
          0.21083029460352615,
          0.04192376002636685,
          0.21059127255166044,
          0.3387394180287786,
          0.4345771043884781,
          0.2117418757700237,
          0.40843044750553764,
          0.45224812241469386,
          0.45225109353537307,
          0.46630348318198844,
          -0.004801486724300145,
          0.3408859383442549,
          0.34091223114781494,
          0.31097110823161617,
          0.21172600070846392,
          -0.05671520224321026,
          0.2117048263522978,
          -0.014402882822235563,
          0.2679616315290575,
          0.4515655488792237,
          -0.005140975560106784,
          0.21173812100548867,
          -0.019734102700617772,
          0.14556175565165766,
          -0.0047799449462966595,
          -0.004819255790703995,
          0.37574857495477126,
          0.46434271823005974,
          0.39523586248042997,
          0.40938612427430665,
          0.3409192706600595
         ]
        },
        {
         "customdata": [
          [
           "Proof-of-BibleHash"
          ],
          [
           "SHA-256 + Hive"
          ],
          [
           "Proof-of-Authority"
          ],
          [
           "ECC 256K1"
          ],
          [
           "Leased POS"
          ]
         ],
         "hovertemplate": "<b>%{hovertext}</b><br><br>Class=%{marker.color}<br>PC 1=%{x}<br>PC 2=%{y}<br>PC 3=%{z}<br>Algorithm=%{customdata[0]}<extra></extra>",
         "hovertext": [
          "BiblePay",
          "LitecoinCash",
          "Poa Network",
          "Acute Angle Cloud",
          "Waves"
         ],
         "legendgroup": "3",
         "marker": {
          "color": [
           3,
           3,
           3,
           3,
           3
          ],
          "coloraxis": "coloraxis",
          "symbol": "square"
         },
         "mode": "markers",
         "name": "3",
         "scene": "scene",
         "showlegend": true,
         "type": "scatter3d",
         "x": [
          -0.21499653550316655,
          -0.36921737725077075,
          -0.4071185522279364,
          -0.3304967433646876,
          -0.42158957953946335
         ],
         "y": [
          2.9302850969779954,
          3.1661597937656785,
          3.2222536534174675,
          3.355967625060017,
          2.7896088734127757
         ],
         "z": [
          13.10924038238323,
          14.813483745436063,
          11.492321891917134,
          14.826333816519243,
          14.786916677501736
         ]
        },
        {
         "customdata": [
          [
           "TRC10"
          ]
         ],
         "hovertemplate": "<b>%{hovertext}</b><br><br>Class=%{marker.color}<br>PC 1=%{x}<br>PC 2=%{y}<br>PC 3=%{z}<br>Algorithm=%{customdata[0]}<extra></extra>",
         "hovertext": [
          "BitTorrent"
         ],
         "legendgroup": "2",
         "marker": {
          "color": [
           2
          ],
          "coloraxis": "coloraxis",
          "symbol": "x"
         },
         "mode": "markers",
         "name": "2",
         "scene": "scene",
         "showlegend": true,
         "type": "scatter3d",
         "x": [
          34.05501781022746
         ],
         "y": [
          1.6825364441434738
         ],
         "z": [
          -0.9197650659323969
         ]
        }
       ],
       "layout": {
        "coloraxis": {
         "colorbar": {
          "title": {
           "text": "Class"
          }
         },
         "colorscale": [
          [
           0,
           "#0d0887"
          ],
          [
           0.1111111111111111,
           "#46039f"
          ],
          [
           0.2222222222222222,
           "#7201a8"
          ],
          [
           0.3333333333333333,
           "#9c179e"
          ],
          [
           0.4444444444444444,
           "#bd3786"
          ],
          [
           0.5555555555555556,
           "#d8576b"
          ],
          [
           0.6666666666666666,
           "#ed7953"
          ],
          [
           0.7777777777777778,
           "#fb9f3a"
          ],
          [
           0.8888888888888888,
           "#fdca26"
          ],
          [
           1,
           "#f0f921"
          ]
         ]
        },
        "legend": {
         "title": {
          "text": "Class"
         },
         "tracegroupgap": 0,
         "x": 0,
         "y": 1
        },
        "margin": {
         "t": 60
        },
        "scene": {
         "domain": {
          "x": [
           0,
           1
          ],
          "y": [
           0,
           1
          ]
         },
         "xaxis": {
          "title": {
           "text": "PC 1"
          }
         },
         "yaxis": {
          "title": {
           "text": "PC 2"
          }
         },
         "zaxis": {
          "title": {
           "text": "PC 3"
          }
         }
        },
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             },
             "pattern": {
              "fillmode": "overlay",
              "size": 10,
              "solidity": 0.2
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             },
             "pattern": {
              "fillmode": "overlay",
              "size": 10,
              "solidity": 0.2
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "pattern": {
              "fillmode": "overlay",
              "size": 10,
              "solidity": 0.2
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "autotypenumbers": "strict",
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "width": 800
       }
      },
      "text/html": [
       "<div>                            <div id=\"320c77e0-d883-4e9e-bc5d-0be2e56fc600\" class=\"plotly-graph-div\" style=\"height:525px; width:800px;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"320c77e0-d883-4e9e-bc5d-0be2e56fc600\")) {                    Plotly.newPlot(                        \"320c77e0-d883-4e9e-bc5d-0be2e56fc600\",                        [{\"customdata\":[[\"Scrypt\"],[\"Scrypt\"],[\"X13\"],[\"X11\"],[\"SHA-512\"],[\"SHA-256\"],[\"SHA-256\"],[\"X15\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"Groestl\"],[\"PoS\"],[\"Scrypt\"],[\"Scrypt\"],[\"X11\"],[\"X11\"],[\"SHA3\"],[\"Scrypt\"],[\"SHA-256\"],[\"Scrypt\"],[\"X13\"],[\"X13\"],[\"NeoScrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"X11\"],[\"X11\"],[\"Multiple\"],[\"PHI1612\"],[\"X11\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"X11\"],[\"Multiple\"],[\"X13\"],[\"Scrypt\"],[\"Shabal256\"],[\"Counterparty\"],[\"SHA-256\"],[\"Groestl\"],[\"Scrypt\"],[\"X13\"],[\"Scrypt\"],[\"Scrypt\"],[\"X13\"],[\"X11\"],[\"Scrypt\"],[\"X11\"],[\"SHA3\"],[\"QUAIT\"],[\"X11\"],[\"Scrypt\"],[\"X13\"],[\"SHA-256\"],[\"X15\"],[\"BLAKE256\"],[\"SHA-256\"],[\"X11\"],[\"SHA-256\"],[\"NIST5\"],[\"Scrypt\"],[\"Scrypt\"],[\"X11\"],[\"Scrypt\"],[\"SHA-256\"],[\"Scrypt\"],[\"PoS\"],[\"X11\"],[\"SHA-256\"],[\"SHA-256\"],[\"NIST5\"],[\"X11\"],[\"POS 3.0\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"X13\"],[\"X11\"],[\"X11\"],[\"Scrypt\"],[\"SHA-256\"],[\"X11\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"SHA-256D\"],[\"PoS\"],[\"Scrypt\"],[\"X11\"],[\"PoS\"],[\"X13\"],[\"X14\"],[\"PoS\"],[\"SHA-256D\"],[\"DPoS\"],[\"X11\"],[\"X13\"],[\"X11\"],[\"PoS\"],[\"Scrypt\"],[\"Scrypt\"],[\"PoS\"],[\"X11\"],[\"SHA-256\"],[\"Scrypt\"],[\"X11\"],[\"Scrypt\"],[\"Scrypt\"],[\"X11\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"Quark\"],[\"QuBit\"],[\"Scrypt\"],[\"SHA-256\"],[\"X11\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"X13\"],[\"Scrypt\"],[\"Scrypt\"],[\"X11\"],[\"Blake2S\"],[\"X11\"],[\"PoS\"],[\"X11\"],[\"PoS\"],[\"X11\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"SHA-256\"],[\"X11\"],[\"Scrypt\"],[\"PoS\"],[\"Scrypt\"],[\"X15\"],[\"SHA-256\"],[\"POS 3.0\"],[\"536\"],[\"NIST5\"],[\"NIST5\"],[\"Skein\"],[\"X13\"],[\"Scrypt\"],[\"X13\"],[\"SkunkHash v2 Raptor\"],[\"Skein\"],[\"X11\"],[\"Scrypt\"],[\"VeChainThor Authority\"],[\"PoS\"],[\"Scrypt\"],[\"Scrypt\"],[\"SHA-512\"],[\"Ouroboros\"],[\"X11\"],[\"NeoScrypt\"],[\"Scrypt\"],[\"Lyra2REv2\"],[\"Scrypt\"],[\"SHA-256\"],[\"NIST5\"],[\"PHI1612\"],[\"Scrypt\"],[\"Quark\"],[\"POS 2.0\"],[\"Scrypt\"],[\"SHA-256\"],[\"X11\"],[\"DPoS\"],[\"NIST5\"],[\"X13\"],[\"Scrypt\"],[\"NIST5\"],[\"Quark\"],[\"Scrypt\"],[\"Scrypt\"],[\"X11\"],[\"Quark\"],[\"Scrypt\"],[\"Scrypt\"],[\"X11\"],[\"POS 3.0\"],[\"Ethash\"],[\"Scrypt\"],[\"Scrypt\"],[\"X13\"],[\"C11\"],[\"X11\"],[\"XEVAN\"],[\"Scrypt\"],[\"VBFT\"],[\"NIST5\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"Green Protocol\"],[\"PoS\"],[\"Scrypt\"],[\"Semux BFT consensus\"],[\"Quark\"],[\"PoS\"],[\"X16R\"],[\"Scrypt\"],[\"XEVAN\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"SHA-256D\"],[\"Scrypt\"],[\"X15\"],[\"Scrypt\"],[\"Quark\"],[\"SHA-256\"],[\"DPoS\"],[\"X16R\"],[\"Quark\"],[\"Quark\"],[\"Scrypt\"],[\"Lyra2REv2\"],[\"Quark\"],[\"Scrypt\"],[\"X11\"],[\"X11\"],[\"Scrypt\"],[\"PoS\"],[\"Keccak\"],[\"X11\"],[\"Scrypt\"],[\"SHA-512\"],[\"XEVAN\"],[\"XEVAN\"],[\"X11\"],[\"Quark\"],[\"Equihash\"],[\"Scrypt\"],[\"Quark\"],[\"Quark\"],[\"Scrypt\"],[\"X11\"],[\"Scrypt\"],[\"XEVAN\"],[\"SHA-256D\"],[\"X11\"],[\"X11\"],[\"DPoS\"],[\"Scrypt\"],[\"X11\"],[\"Scrypt\"],[\"Scrypt\"],[\"SHA-256\"],[\"Scrypt\"],[\"X11\"],[\"Scrypt\"],[\"SHA-256\"],[\"X11\"],[\"Scrypt\"],[\"Scrypt\"],[\"X11\"],[\"Scrypt\"],[\"PoS\"],[\"X11\"],[\"SHA-256\"],[\"DPoS\"],[\"Scrypt\"],[\"Scrypt\"],[\"NeoScrypt\"],[\"X13\"],[\"DPoS\"],[\"DPoS\"],[\"SHA-256\"],[\"PoS\"],[\"PoS\"],[\"SHA-256\"],[\"Scrypt\"],[\"Scrypt\"]],\"hovertemplate\":\"<b>%{hovertext}</b><br><br>Class=%{marker.color}<br>PC 1=%{x}<br>PC 2=%{y}<br>PC 3=%{z}<br>Algorithm=%{customdata[0]}<extra></extra>\",\"hovertext\":[\"42 Coin\",\"404Coin\",\"EliteCoin\",\"Dash\",\"Bitshares\",\"BitcoinDark\",\"PayCoin\",\"KoboCoin\",\"Aurora Coin\",\"BlueCoin\",\"EnergyCoin\",\"BitBar\",\"CryptoBullion\",\"CasinoCoin\",\"Diamond\",\"Exclusive Coin\",\"FlutterCoin\",\"HoboNickels\",\"HyperStake\",\"IOCoin\",\"MaxCoin\",\"MintCoin\",\"MazaCoin\",\"Nautilus Coin\",\"NavCoin\",\"OpalCoin\",\"Orbitcoin\",\"PotCoin\",\"PhoenixCoin\",\"Reddcoin\",\"SuperCoin\",\"SyncCoin\",\"TeslaCoin\",\"TittieCoin\",\"TorCoin\",\"UnitaryStatus Dollar\",\"UltraCoin\",\"VeriCoin\",\"X11 Coin\",\"Crypti\",\"StealthCoin\",\"ZCC Coin\",\"BurstCoin\",\"StorjCoin\",\"Neutron\",\"FairCoin\",\"RubyCoin\",\"Kore\",\"Dnotes\",\"8BIT Coin\",\"Sativa Coin\",\"Ucoin\",\"Vtorrent\",\"IslaCoin\",\"Nexus\",\"Droidz\",\"Squall Coin\",\"Diggits\",\"Paycon\",\"Emercoin\",\"EverGreenCoin\",\"Decred\",\"EDRCoin\",\"Hitcoin\",\"DubaiCoin\",\"PWR Coin\",\"BillaryCoin\",\"GPU Coin\",\"EuropeCoin\",\"ZeitCoin\",\"SwingCoin\",\"SafeExchangeCoin\",\"Nebuchadnezzar\",\"Ratecoin\",\"Revenu\",\"Clockcoin\",\"VIP Tokens\",\"BitSend\",\"Let it Ride\",\"PutinCoin\",\"iBankCoin\",\"Frankywillcoin\",\"MudraCoin\",\"Lutetium Coin\",\"GoldBlocks\",\"CarterCoin\",\"BitTokens\",\"MustangCoin\",\"ZoneCoin\",\"RootCoin\",\"BitCurrency\",\"Swiscoin\",\"BuzzCoin\",\"Opair\",\"PesoBit\",\"Halloween Coin\",\"CoffeeCoin\",\"RoyalCoin\",\"GanjaCoin V2\",\"TeamUP\",\"LanaCoin\",\"ARK\",\"InsaneCoin\",\"EmberCoin\",\"XenixCoin\",\"FreeCoin\",\"PLNCoin\",\"AquariusCoin\",\"Creatio\",\"Eternity\",\"Eurocoin\",\"BitcoinFast\",\"Stakenet\",\"BitConnect Coin\",\"MoneyCoin\",\"Enigma\",\"Russiacoin\",\"PandaCoin\",\"GameUnits\",\"GAKHcoin\",\"Allsafe\",\"LiteCreed\",\"Klingon Empire Darsek\",\"Internet of People\",\"KushCoin\",\"Printerium\",\"Impeach\",\"Zilbercoin\",\"FirstCoin\",\"FindCoin\",\"OpenChat\",\"RenosCoin\",\"VirtacoinPlus\",\"TajCoin\",\"Impact\",\"Atmos\",\"HappyCoin\",\"MacronCoin\",\"Condensate\",\"Independent Money System\",\"ArgusCoin\",\"LomoCoin\",\"ProCurrency\",\"GoldReserve\",\"GrowthCoin\",\"Phreak\",\"Degas Coin\",\"HTML5 Coin\",\"Ultimate Secure Cash\",\"QTUM\",\"Espers\",\"Denarius\",\"Virta Unique Coin\",\"Bitcoin Planet\",\"BritCoin\",\"Linda\",\"DeepOnion\",\"Signatum\",\"Cream\",\"Monoeci\",\"Draftcoin\",\"Vechain\",\"Stakecoin\",\"CoinonatX\",\"Ethereum Dark\",\"Obsidian\",\"Cardano\",\"Regalcoin\",\"TrezarCoin\",\"TerraNovaCoin\",\"Rupee\",\"WomenCoin\",\"Theresa May Coin\",\"NamoCoin\",\"LUXCoin\",\"Xios\",\"Bitcloud 2.0\",\"KekCoin\",\"BlackholeCoin\",\"Infinity Economics\",\"Magnet\",\"Lamden Tau\",\"Electra\",\"Bitcoin Diamond\",\"Cash & Back Coin\",\"Bulwark\",\"Kalkulus\",\"GermanCoin\",\"LiteCoin Ultra\",\"PhantomX\",\"Digiwage\",\"Trollcoin\",\"Litecoin Plus\",\"Monkey Project\",\"TokenPay\",\"1717 Masonic Commemorative Token\",\"My Big Coin\",\"Unified Society USDEX\",\"Tokyo Coin\",\"Stipend\",\"Pushi\",\"Ellerium\",\"Velox\",\"Ontology\",\"Bitspace\",\"Briacoin\",\"Ignition\",\"MedicCoin\",\"Bitcoin Green\",\"Deviant Coin\",\"Abjcoin\",\"Semux\",\"Carebit\",\"Zealium\",\"Proton\",\"iDealCash\",\"Bitcoin Incognito\",\"HollyWoodCoin\",\"Swisscoin\",\"Xt3ch\",\"TheVig\",\"EmaratCoin\",\"Dekado\",\"Lynx\",\"Poseidon Quark\",\"BitcoinWSpectrum\",\"Muse\",\"Trivechain\",\"Dystem\",\"Giant\",\"Peony Coin\",\"Absolute Coin\",\"Vitae\",\"TPCash\",\"ARENON\",\"EUNO\",\"MMOCoin\",\"Ketan\",\"XDNA\",\"PAXEX\",\"ThunderStake\",\"Kcash\",\"Bettex coin\",\"BitMoney\",\"Junson Ming Chan Coin\",\"HerbCoin\",\"PirateCash\",\"Oduwa\",\"Galilel\",\"Crypto Sports\",\"Credit\",\"Dash Platinum\",\"Nasdacoin\",\"Beetle Coin\",\"Titan Coin\",\"Award\",\"Insane Coin\",\"ALAX\",\"LiteDoge\",\"TruckCoin\",\"OrangeCoin\",\"BitstarCoin\",\"NeosCoin\",\"HyperCoin\",\"PinkCoin\",\"AudioCoin\",\"IncaKoin\",\"Piggy Coin\",\"Genstake\",\"XiaoMiCoin\",\"CapriCoin\",\" ClubCoin\",\"Radium\",\"Creditbit \",\"OKCash\",\"Lisk\",\"HiCoin\",\"WhiteCoin\",\"FriendshipCoin\",\"Triangles Coin\",\"EOS\",\"Oxycoin\",\"TigerCash\",\"Particl\",\"Nxt\",\"ZEPHYR\",\"Gapcoin\",\"BitcoinPlus\"],\"legendgroup\":\"0\",\"marker\":{\"color\":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],\"coloraxis\":\"coloraxis\",\"symbol\":\"circle\"},\"mode\":\"markers\",\"name\":\"0\",\"scene\":\"scene\",\"showlegend\":true,\"x\":[-0.3370085572782217,-0.3203493489928168,2.303194279706401,-0.39173399064510345,-0.28599867159798253,-0.31783458727794495,-0.2728198079226257,-0.24097513538703766,-0.3366681944387398,-0.32924725194019977,-0.3355054228195655,-0.33700449403686983,-0.3369887779872434,0.6927727896817055,-0.3608018948917781,-0.35068639844210686,-0.2816349783409239,-0.3350676653583803,-0.326546820291114,-0.3916287073742176,-0.40905891805279176,-0.03196521383052809,-0.2811471183886027,-0.291744904701884,-0.2803706240296859,-0.28099271111592244,-0.3392120305004776,-0.3313117597499395,-0.33541057354928366,0.02106278880658551,-0.34642953262586706,-0.3920002154963996,-0.253589799659747,-0.31250719366424246,-0.3919118683882944,-0.3122448333671494,-0.3356861722889591,-0.28559854961752196,-0.3918763532256637,-0.2540574876157637,-0.2807736174512757,-0.32811300909252017,0.08668374926658082,-0.32212600147400505,-0.3170464375897522,-0.36022357289734974,-0.291725174603237,-0.2810680782083554,-0.28638005262799654,-0.336990629327694,-0.2810202738396279,-0.3468742818628231,-0.3367250548432069,-0.391981748011531,-0.3982626727435943,-0.4214183035146729,-0.38449996944776754,-0.2901269845577573,-0.2805419885903236,-0.31039237546005033,-0.2434162347766147,-0.07065361424682307,-0.3178055069280956,-0.06950225371424204,-0.3178691935367399,-0.24240053776788734,-0.33660095055210465,-0.28999600644931406,-0.3891513494486998,0.8612294700165732,-0.3176692836721167,-0.03786841705867212,-0.3503697261679381,-0.38982513682830117,-0.31641300044377524,-0.31408156983335145,-0.36373536061525963,-0.39071713238416256,-0.3506606728522725,-0.31290126160418724,-0.33663903983451343,-0.3350783264686276,-0.2347478347228523,-0.33436727330448646,-0.39145573693821734,-0.3358434038024026,-0.3178501450696784,-0.3919709405214049,-0.3368281741839873,-0.33698486355614404,-0.28998567498928335,-0.27952966415976527,0.038054207132991714,-0.34932698816409163,-0.3365990961025375,-0.37813544389308895,-0.34865577254751096,-0.23617823654698109,-0.4117429456098589,-0.3484046582799993,-0.27641502857345857,3.727307026622814,-0.3915635527344604,0.8509246727630106,-0.39192585882877606,-0.3497906566818512,-0.336526650063778,-0.3366809445230478,-0.3503697261679381,-0.3915008255880585,-0.31771284535014427,-0.3365273879399942,-0.35714082048526197,-0.3366747516461766,-0.3322634070077044,-0.3919548465598565,-0.33588556414791143,0.3514130222962707,-0.33687399454179906,-0.3369445556811772,-0.3546731593118383,-0.35350152610321145,-0.33317186570916874,-0.31782656339193005,-0.3918648140282868,-0.3367224042504261,-0.3368493317122733,-0.29163168153764574,-0.2915455684195689,-0.2359461314548563,-0.31770624188602037,-0.2913728710381051,-0.3911306681348579,-0.41370009241850875,-0.3898692823843931,-0.3486165884559231,-0.39102857338609204,-0.34301748448521446,-0.38697019911677305,-0.3367926296579848,-0.33679181692568433,-0.32991451024930224,0.2597687296715436,-0.3915069816261081,-0.2742764394497873,-0.35040400977477965,-0.3360034403556718,0.890771297746141,-0.2715104031043967,-0.3494392376593072,0.5980133420350263,-0.36527073960322093,-0.3637732188158209,-0.42499757156596235,-0.28070542195934817,0.12786665787720633,-0.2807761847201429,-0.35189616443787974,-0.4245025541878478,-0.3917793242950376,-0.2917058837314082,4.400426466759735,-0.3502702980937163,-0.33642788691063985,-0.33692748836086517,-0.3440527483941768,0.6575631497525334,-0.3917201568571088,-0.33421209958509535,-0.3368831077936797,-0.3158388253920782,0.4320921537663562,-0.31617312751062776,-0.35004011136465674,-0.39304977779720773,-0.33683345423867905,-0.39806657781639376,-0.35943285742176706,-0.33670388139684676,-0.09933407700198635,-0.39051300152396773,3.7321622298619577,0.1941235356905389,-0.2774476155985584,-0.3341645760738485,-0.3200829716865954,-0.35455908355450666,0.0773793833127561,-0.3358425292492773,-0.39109406511173117,-0.3537239450256484,-0.3234104376989717,-0.33694961559096215,-0.34684621646502506,-0.3509425373320544,-0.2753065517715695,-0.3031335767654919,-0.33249565537066383,-0.227743184650549,-0.38024397172628144,-0.39179655979003497,-0.3266024001560764,-0.2908659897939449,-0.3094788044720172,-0.3648697627689952,-0.336976965329128,-0.3369586791188502,-0.2852483716497212,-0.3314229999817814,-0.34986482486703585,-0.33667523570276,3.92343443136128,-0.3967348683172292,-0.3500534599270336,-0.3047189856649768,-0.28355356442226726,-0.3192545071736072,-0.2914001502138916,-0.14012493281936686,-0.2916521511037233,-0.3417202742201286,-0.3361493486277443,-0.19780874162013143,2.232640540086893,-0.35026760754388464,-0.27163814487004656,1.0210734967640418,-0.34900699656380957,-0.3546725926954139,-0.3997504755052868,-0.17240005044357393,-0.36071845640498185,-0.353392345514706,-0.3298546133639891,-0.3464236932828465,-0.3912699898392674,-0.28889808325498756,-0.34915337986696876,-0.3414580421529382,-0.3462850796321379,-0.19647894915050332,-0.3547093882388952,-0.28164415492278766,0.5086441000033484,-0.13684042342695268,-0.39904522326528113,-0.2976200200747555,-0.33667921279720525,-0.399501266620688,-0.3547895495084568,0.5696862012370357,-0.3469005212857527,-0.3361622080623845,-0.3210589222495325,-0.2964468567494008,-0.38883495335114376,-0.3914971902326604,3.744401729354847,0.0981800045572241,-0.3890373457404944,-0.3355477658800689,-0.3363726644480599,-0.2728524272604882,-0.3368909189951942,-0.3831264795921507,-0.2506061458205047,-0.09753701690651548,-0.378875455201343,-0.3361693764460763,-0.32923490855438925,-0.38806640578729207,-0.33460881107381335,-0.3506453068955699,-0.3561382781923147,-0.31634990934638324,3.727698778628934,-0.09896843910725538,-0.3318040852913614,-0.33883793680937113,-0.28117526657661873,3.7375647272233294,3.738808611872884,-0.25375260650301945,-0.35058118649169684,-0.34375810742995383,2.469926028579683,-0.33505419952085436,-0.29204856080326846],\"y\":[0.9934754236664697,0.9936272403576615,1.6720807464013732,1.2544997468629002,1.602079017368295,0.8304728982368057,0.6326863259027543,1.9131378190835602,0.993474359280422,0.9937211883624636,0.993523021016761,0.9934751992554437,0.9934753438053348,0.6478027502289891,0.9625391185790194,1.5897286454934432,0.17020907503360544,0.993452137629947,1.057360768531449,1.254503080697454,2.0865865767355993,0.8039160451119878,0.8299416953443215,0.7956785965662264,1.8121334510336453,1.812113752410988,0.5695323571147338,0.9933592069447016,0.9934568159219164,1.0048138881761945,1.0567311749321844,1.2545068526555825,0.14254944909228798,1.6778647699727505,1.2545025888111678,0.9931296411415037,0.9934466765646449,0.1696578247057833,1.2545068913550466,0.1426052605282999,1.812120690094669,0.9930508950721697,1.504108667143154,1.5997148966373431,0.8304653696566456,0.9625605245611984,0.7956906477972675,1.8121028913693025,0.7955067983450687,0.9934759913914581,1.8121058175317397,1.0567029675891628,0.9934702767174903,1.2545074381416788,2.3905695981482267,1.9785327830218435,0.7541016135327248,0.7956706341371073,1.8120927142341445,0.8300178857769897,1.9132891221825705,1.008626104640912,0.8304738190770724,1.24596901046498,0.8304799238260087,1.5005832372576997,0.9934586699173534,0.7955892930874264,1.2543258793265395,0.7622846499440262,0.8304654208666125,0.6513985276803677,1.5897245488502936,1.2545227623358257,0.8303761594154574,0.8302365155644708,1.496677565386135,1.2544493195502915,1.5643290817629891,0.9928263712858623,0.9934558159838579,0.9934659242322357,1.6142181806702995,1.05664915127786,1.254488784005148,0.9934487598645447,0.8304731118029702,1.2545056617363812,0.9934663051950796,0.993476173966793,0.7957457297098569,0.09240042434265372,1.9143977913952452,1.5897194322292028,0.9934883894389837,1.2538865723157624,1.589764697721005,1.614312362748392,1.9650259814510838,1.58958832859277,1.913263385942705,1.830982350671171,1.2544994941675924,1.8473560660041777,1.2545064866377214,1.589721699018827,0.993463466155327,0.9934561368780358,1.5897245488502936,1.2544802941608266,0.8304781656599898,0.993467355190931,0.7993186951778495,0.9934662199110835,0.9931661785050417,1.2545047589387184,0.9934092895272647,0.7930935180160164,0.9934705039522844,0.9934751086891318,1.5119127440211537,0.598590430855963,0.9932438092251212,0.8304738585257069,1.2545045350166073,0.9934703606495122,0.993464976105303,0.7956547667669914,0.16982956884752973,1.614311220466833,0.9933804292882231,0.7956774913551683,1.2544637669557088,1.9063509828257479,1.2544966471169567,1.5897162989397857,1.2544669998245073,1.5896890007443136,1.2543130259718371,0.9934672809240574,0.9934620892690607,0.9929938498572979,0.5965940569165783,1.254494223417929,0.7948307495520104,1.5897164011517422,0.9934330991038315,1.8856633141990815,0.6325953149535233,1.5643207960369332,1.943818585756131,1.4966854437917934,1.4966551803063488,1.9324910270528552,1.8121016632451308,0.972885397115458,1.8121072627211467,1.5092473562727657,1.9325067019651883,1.2545071338398752,0.7956789664439693,2.8952490277476777,1.5896983189865763,0.9934597348210459,0.993475024694054,1.6027189305069272,1.5581235775290272,1.254496653867428,0.5694108604189375,0.9934682850719376,0.723339178856352,1.0001740503687613,0.8304704246457061,1.4963273380630298,1.8761149592556847,0.9934661380001526,1.7096267175886903,1.4633507016950453,0.9934746277517745,0.6318327590792877,1.2544522523835224,1.8308712639468991,1.4932196514353557,1.812077705201229,0.9934171754367165,1.2988851289221917,1.5119128252255223,0.9712866984884848,0.99340641498648,1.2545002364802007,1.5118686492507498,0.9932704247241986,0.9934744652688554,1.056703150081071,1.5643261591986355,-0.09721927540840553,0.2525771978393555,0.9934544858320159,1.6140162598505217,0.887752902414488,1.2544956469587236,1.447932558213739,0.7956302842286037,1.5164120956287088,1.4966698924940212,0.9934743054385801,0.9934734720593016,0.7955426334508798,1.6041016103536951,1.5896925144935072,0.9934647921642114,1.936722530354167,1.7096688866732015,1.5896921909692008,0.7994593850146358,0.9915509255385149,0.9475500362384893,0.7956825783698898,0.9925064809716511,0.7956618868951519,1.9164256583573236,0.9934433092631533,1.7154696224058192,0.14844409048536436,1.5116038044382802,0.6326617652052853,1.6641745794746945,0.9972491639960269,1.5119085247061645,1.7097110005505707,0.7875483062686777,0.9211166127328803,1.5118932736649409,0.9929957465148047,1.0566925183136606,1.2544946657572256,0.7955965542382443,1.589628885106995,1.029723477733072,1.056665128138949,0.9852135755041294,1.8001866064109484,1.2501445488101097,1.1661217964376067,1.063367893273499,1.7096988350004712,-0.1301933099213391,0.993471022113681,1.7097090861256115,1.5119102096031123,0.969361783845642,1.0567023485707767,0.9934429020642961,1.4477973623481788,1.9143988315877634,1.254310474585855,1.2545015955612888,1.8309057275640128,0.9825385008002484,1.2546006737522075,0.993380438304016,0.9934572432952016,0.6326792902181861,0.9934791487568151,1.2544347388030306,0.9887961887582569,0.8373300608484737,1.2542162443373885,0.9934914035315059,0.9934390954129727,1.2544845273528373,0.9934384190435107,1.589723590787124,0.8302457152262128,0.8304612957344824,1.8309700959400221,0.7947260276685231,0.9934283624126349,0.5695043740259892,1.8121078869781995,1.831395440826651,1.8314348289041134,0.6325927141410447,1.5897258795577562,1.7426504963293967,0.7993221883141651,0.993360756793354,0.7956797014415254],\"z\":[-0.5775500784877254,-0.577960995497344,-0.6702070151893789,-0.530849652960098,-0.005226418287615688,-0.36102488326576976,-0.05646116626529674,-0.6313609501864084,-0.5775578874498625,-0.5777661581867163,-0.57759192671471,-0.5775501419102561,-0.5775505297502342,-0.3055526846338933,-0.4271769308381512,-0.11416624416825522,-0.3728739713371199,-0.5775921849918252,-0.22684879082337503,-0.5308525841135631,-0.6440166422867231,-0.2802247783049306,-0.3618079807646565,-0.2729907374383722,-0.6295094132444631,-0.6294920939428907,-0.30311987482113467,-0.5776669288763527,-0.5775848252234111,-0.5875190133315081,-0.2262952434204143,-0.5308444280053968,0.10750698340400659,-0.23266138990981614,-0.5308458936471872,-0.5780804607723378,-0.5775769535590772,-0.36078700156182797,-0.5308473297558611,0.1075100631602087,-0.6294981936503667,-0.5776983264813197,-0.13652439942124606,-0.00993610550984759,-0.36104225300766873,-0.42719346710633754,-0.2729928951866723,-0.6294888027579255,-0.2730920019192249,-0.5775505776174849,-0.6294903324815662,-0.2262808731227586,-0.5775559831856493,-0.5308449422513736,-0.4771157705565659,-0.7494328865499792,-0.3340844467900388,-0.27302744884266855,-0.6294996718581951,-0.36113485645752197,-0.6313251675561842,-0.4811490075452943,-0.36102569288127223,-0.5371836483480392,-0.3610250630175634,-0.5776282290082667,-0.5775572513138255,-0.27301906154489514,-0.5308855690099563,-0.29525032317004757,-0.3610276960481678,-0.28897407625272453,-0.11417307233150138,-0.5308975279520542,-0.36104450712853603,-0.36107936656266404,-0.5742412432120542,-0.5308663320023806,-0.1325458288663852,-0.5780224214910914,-0.5775559589278393,-0.5775938763747167,-0.3249417972864608,-0.2265657522135811,-0.5308546162479042,-0.5775735702308817,-0.3610245495366675,-0.5308449449095463,-0.5775530128676283,-0.5775507381402453,-0.27304132396628483,-0.31072354609040426,-0.7199140970110515,-0.11419673469661482,-0.5775614781523973,-0.5310813175709916,-0.11421880170948119,-0.32492160739997594,-0.7953307777132386,-0.11419984693601609,-0.7124010981766307,-0.04480807640340849,-0.5308536027823217,-0.660920898149443,-0.5308461151836438,-0.11418621170311793,-0.5775596638445842,-0.5775550242306127,-0.11417307233150138,-0.5308523668536088,-0.36102847145825084,-0.5775601940316558,-0.24981157419572186,-0.5775565883807618,-0.57761750457284,-0.5308451941562083,-0.5775670283334354,-0.28766597334778404,-0.5775525324776211,-0.5775515307154575,-0.21971765295553297,-0.26180504417241945,-0.5776071895590796,-0.36102520606562855,-0.5308472678893045,-0.577556056979844,-0.5775523310461351,-0.2729900305570313,-0.35350100091684566,-0.324926873978742,-0.577988057523211,-0.2729992812206947,-0.5308586958833736,-0.8213436271880794,-0.5308928195703333,-0.11421290509513361,-0.5308615382663487,-0.11433998772793211,-0.5309347620964389,-0.5775539813630253,-0.577553269562805,-0.5776481715391779,-0.06383428246488959,-0.5308541836605859,-0.2732798596106704,-0.11417112375650015,-0.5775676235648297,-0.6539574091895302,-0.056478973232777445,-0.13257322365343108,-0.6458611276181873,-0.574206450060987,-0.5742372069230762,-0.715577456163884,-0.6294971099638837,-0.5855220137072465,-0.6294962435118505,-0.2074408426845754,-0.7155912377636711,-0.530849632741416,-0.2729917019415604,5.536562954399426,-0.11417170503042255,-0.5775614480063154,-0.5775519179813546,-0.003959002594644762,-0.12339479621892478,-0.530849541052834,-0.3032196869640254,-0.5775520070389206,-0.09386063855043768,-0.5964770894636421,-0.3610633854057149,-0.5745121828703426,-0.5364596123803931,-0.5775528658675354,-0.5243090632658652,-0.09310487683561802,-0.5775570907640938,-0.060397674623074105,-0.5308715180870782,-0.04490596970440878,-0.5867990453473833,-0.6295699156174442,-0.5776083806964419,-0.2696448436246905,-0.21972033184868242,-0.5841164157562637,-0.5775676299939817,-0.5308646854224166,-0.2197336416633841,-0.5778391900456966,-0.5775513218270943,-0.22628155507159817,-0.13253882656222538,0.12703996526423494,-0.3717989617716245,-0.5776526574996198,-0.3250771653655191,-0.48504548454701807,-0.5308476127659124,-0.5442848986968969,-0.27300448863116356,-0.1668278459875996,-0.5742136371219927,-0.5775506598026763,-0.5775509700829423,-0.2731235086400365,-0.1708725546122833,-0.11418036924298824,-0.577556376084817,-0.1535400229795659,-0.5243461389083808,-0.11417591280051058,-0.05760743615535696,-0.578529127722709,-0.347524552755778,-0.27299935941963427,-0.5820174648189325,-0.2729905541784986,-0.7113191870627208,-0.577565648990155,-0.32677067509373703,-0.4780154993243951,-0.21977718113747824,-0.05648534010007767,-0.07304785082770553,-0.36218859875164666,-0.219717072271994,-0.5242815523697721,-0.27463694622620344,-0.39842622938177635,-0.2197448618004416,-0.5776498391066983,-0.22628993845518577,-0.5308597875657053,-0.2730457566793259,-0.11418804833638536,-0.5076117158359363,-0.22628932410893846,-0.5796731369800542,0.24575388902039783,-0.2397196574552549,-0.3193739426873946,-0.23213033800572927,-0.5242963309754198,0.07270303003016519,-0.5775571600477216,-0.5242871101999117,-0.21971457461605745,-0.595357190010126,-0.2262801724234004,-0.5775652909752863,-0.5443954923702092,-0.7120925201276881,-0.5308907989282643,-0.5308554503567323,-0.04519702030788137,-0.586186664583507,-0.5309269162900743,-0.5775708659068199,-0.5775623885669527,-0.05645941313923142,-0.577553353616789,-0.5310417737015325,-0.5789117744013701,-0.36714140740751927,-0.5311104200589489,-0.577571950675678,-0.5777267379343413,-0.5309332706500834,-0.5776009833979925,-0.11416649349538838,-0.31699215994794877,-0.36105796663781237,-0.04481551179989805,-0.27736438989248696,-0.5776651513890521,-0.30312468330277587,-0.6294869995531658,-0.04510608355462305,-0.04514071409726399,-0.05689384219541234,-0.11416831501841268,-0.03765800439715289,-0.02905096959681353,-0.5775796366217999,-0.2729837924986889],\"type\":\"scatter3d\"},{\"customdata\":[[\"SHA-256\"],[\"Ethash\"],[\"Scrypt\"],[\"CryptoNight-V7\"],[\"Ethash\"],[\"Equihash\"],[\"Multiple\"],[\"Scrypt\"],[\"X11\"],[\"Scrypt\"],[\"Multiple\"],[\"Scrypt\"],[\"SHA-256\"],[\"Scrypt\"],[\"Scrypt\"],[\"Quark\"],[\"Groestl\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"X11\"],[\"Multiple\"],[\"SHA-256\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"NeoScrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"SHA-256\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"HybridScryptHash256\"],[\"Scrypt\"],[\"Scrypt\"],[\"SHA-256\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"SHA-256\"],[\"SHA-256\"],[\"SHA-256\"],[\"SHA-256\"],[\"SHA-256\"],[\"X11\"],[\"Scrypt\"],[\"Lyra2REv2\"],[\"Scrypt\"],[\"SHA-256\"],[\"CryptoNight\"],[\"CryptoNight\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"Stanford Folding\"],[\"Multiple\"],[\"QuBit\"],[\"Scrypt\"],[\"Scrypt\"],[\"M7 POW\"],[\"Scrypt\"],[\"SHA-256\"],[\"Scrypt\"],[\"X11\"],[\"Lyra2RE\"],[\"SHA-256\"],[\"X11\"],[\"Scrypt\"],[\"Scrypt\"],[\"Ethash\"],[\"Blake2b\"],[\"X11\"],[\"SHA-256\"],[\"Scrypt\"],[\"1GB AES Pattern Search\"],[\"Scrypt\"],[\"SHA-256\"],[\"X11\"],[\"Dagger\"],[\"Scrypt\"],[\"X11GOST\"],[\"Scrypt\"],[\"X11\"],[\"Scrypt\"],[\"X11\"],[\"Equihash\"],[\"CryptoNight\"],[\"SHA-256\"],[\"Multiple\"],[\"Scrypt\"],[\"SHA-256\"],[\"Scrypt\"],[\"Lyra2Z\"],[\"Ethash\"],[\"Equihash\"],[\"Scrypt\"],[\"X11\"],[\"X11\"],[\"CryptoNight\"],[\"Scrypt\"],[\"CryptoNight\"],[\"Lyra2RE\"],[\"X11\"],[\"CryptoNight-V7\"],[\"Scrypt\"],[\"X11\"],[\"Equihash\"],[\"Scrypt\"],[\"Lyra2RE\"],[\"Dagger-Hashimoto\"],[\"Scrypt\"],[\"NIST5\"],[\"Scrypt\"],[\"SHA-256\"],[\"Scrypt\"],[\"CryptoNight-V7\"],[\"Argon2d\"],[\"Blake2b\"],[\"Cloverhash\"],[\"CryptoNight\"],[\"X11\"],[\"Scrypt\"],[\"Scrypt\"],[\"X11\"],[\"X11\"],[\"CryptoNight\"],[\"Time Travel\"],[\"Scrypt\"],[\"Keccak\"],[\"X11\"],[\"SHA-256\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"Scrypt\"],[\"CryptoNight\"],[\"Equihash\"],[\"X11\"],[\"NeoScrypt\"],[\"Equihash\"],[\"Dagger\"],[\"Scrypt\"],[\"X11\"],[\"NeoScrypt\"],[\"Ethash\"],[\"NeoScrypt\"],[\"Multiple\"],[\"CryptoNight\"],[\"CryptoNight\"],[\"Ethash\"],[\"X11\"],[\"CryptoNight-V7\"],[\"Scrypt\"],[\"BLAKE256\"],[\"X11\"],[\"NeoScrypt\"],[\"NeoScrypt\"],[\"Scrypt\"],[\"X11\"],[\"SHA-256\"],[\"C11\"],[\"CryptoNight\"],[\"SkunkHash\"],[\"CryptoNight\"],[\"Scrypt\"],[\"Dagger\"],[\"Lyra2REv2\"],[\"Scrypt\"],[\"Scrypt\"],[\"X11\"],[\"Ethash\"],[\"CryptoNight\"],[\"Scrypt\"],[\"IMesh\"],[\"Equihash\"],[\"Lyra2Z\"],[\"X11\"],[\"CryptoNight\"],[\"NIST5\"],[\"Lyra2RE\"],[\"Tribus\"],[\"Lyra2Z\"],[\"CryptoNight\"],[\"CryptoNight Heavy\"],[\"CryptoNight\"],[\"Jump Consistent Hash\"],[\"CryptoNight\"],[\"X16R\"],[\"HMQ1725\"],[\"X11\"],[\"Scrypt\"],[\"CryptoNight-V7\"],[\"Cryptonight-GPU\"],[\"XEVAN\"],[\"CryptoNight Heavy\"],[\"SHA-256\"],[\"X11\"],[\"X16R\"],[\"Equihash\"],[\"Lyra2Z\"],[\"SHA-256\"],[\"CryptoNight\"],[\"Blake\"],[\"Blake\"],[\"Exosis\"],[\"Scrypt\"],[\"Equihash\"],[\"Equihash\"],[\"QuBit\"],[\"SHA-256\"],[\"X13\"],[\"SHA-256\"],[\"Scrypt\"],[\"NeoScrypt\"],[\"Blake\"],[\"Scrypt\"],[\"SHA-256\"],[\"Scrypt\"],[\"Groestl\"],[\"Scrypt\"],[\"Scrypt\"],[\"Multiple\"],[\"Equihash+Scrypt\"],[\"Ethash\"],[\"CryptoNight\"],[\"Equihash\"]],\"hovertemplate\":\"<b>%{hovertext}</b><br><br>Class=%{marker.color}<br>PC 1=%{x}<br>PC 2=%{y}<br>PC 3=%{z}<br>Algorithm=%{customdata[0]}<extra></extra>\",\"hovertext\":[\"Bitcoin\",\"Ethereum\",\"Litecoin\",\"Monero\",\"Ethereum Classic\",\"ZCash\",\"DigiByte\",\"ProsperCoin\",\"Spreadcoin\",\"Argentum\",\"MyriadCoin\",\"MoonCoin\",\"ZetaCoin\",\"SexCoin\",\"Quatloo\",\"QuarkCoin\",\"Riecoin\",\"Digitalcoin \",\"Catcoin\",\"CannaCoin\",\"CryptCoin\",\"Verge\",\"DevCoin\",\"EarthCoin\",\"E-Gulden\",\"Einsteinium\",\"Emerald\",\"Franko\",\"FeatherCoin\",\"GrandCoin\",\"GlobalCoin\",\"GoldCoin\",\"Infinite Coin\",\"IXcoin\",\"KrugerCoin\",\"LuckyCoin\",\"Litebar \",\"MegaCoin\",\"MediterraneanCoin\",\"MinCoin\",\"NobleCoin\",\"Namecoin\",\"NyanCoin\",\"RonPaulCoin\",\"StableCoin\",\"SmartCoin\",\"SysCoin\",\"TigerCoin\",\"TerraCoin\",\"UnbreakableCoin\",\"Unobtanium\",\"UroCoin\",\"ViaCoin\",\"Vertcoin\",\"WorldCoin\",\"JouleCoin\",\"ByteCoin\",\"DigitalNote \",\"MonaCoin\",\"Gulden\",\"PesetaCoin\",\"Wild Beast Coin\",\"Flo\",\"ArtByte\",\"Folding Coin\",\"Unitus\",\"CypherPunkCoin\",\"OmniCron\",\"GreenCoin\",\"Cryptonite\",\"MasterCoin\",\"SoonCoin\",\"1Credit\",\"MarsCoin \",\"Crypto\",\"Anarchists Prime\",\"BowsCoin\",\"Song Coin\",\"BitZeny\",\"Expanse\",\"Siacoin\",\"MindCoin\",\"I0coin\",\"Revolution VR\",\"HOdlcoin\",\"Gamecredits\",\"CarpeDiemCoin\",\"Adzcoin\",\"SoilCoin\",\"YoCoin\",\"SibCoin\",\"Francs\",\"BolivarCoin\",\"Omni\",\"PizzaCoin\",\"Komodo\",\"Karbo\",\"ZayedCoin\",\"Circuits of Value\",\"DopeCoin\",\"DollarCoin\",\"Shilling\",\"ZCoin\",\"Elementrem\",\"ZClassic\",\"KiloCoin\",\"ArtexCoin\",\"Kurrent\",\"Cannabis Industry Coin\",\"OsmiumCoin\",\"Bikercoins\",\"HexxCoin\",\"PacCoin\",\"Citadel\",\"BeaverCoin\",\"VaultCoin\",\"Zero\",\"Canada eCoin\",\"Zoin\",\"DubaiCoin\",\"EB3coin\",\"Coinonat\",\"BenjiRolls\",\"ILCoin\",\"EquiTrader\",\"Quantum Resistant Ledger\",\"Dynamic\",\"Nano\",\"ChanCoin\",\"Dinastycoin\",\"DigitalPrice\",\"Unify\",\"SocialCoin\",\"ArcticCoin\",\"DAS\",\"LeviarCoin\",\"Bitcore\",\"gCn Coin\",\"SmartCash\",\"Onix\",\"Bitcoin Cash\",\"Sojourn Coin\",\"NewYorkCoin\",\"FrazCoin\",\"Kronecoin\",\"AdCoin\",\"Linx\",\"Sumokoin\",\"BitcoinZ\",\"Elements\",\"VIVO Coin\",\"Bitcoin Gold\",\"Pirl\",\"eBoost\",\"Pura\",\"Innova\",\"Ellaism\",\"GoByte\",\"SHIELD\",\"UltraNote\",\"BitCoal\",\"DaxxCoin\",\"AC3\",\"Lethean\",\"PopularCoin\",\"Photon\",\"Sucre\",\"SparksPay\",\"GunCoin\",\"IrishCoin\",\"Pioneer Coin\",\"UnitedBitcoin\",\"Interzone\",\"TurtleCoin\",\"MUNcoin\",\"Niobio Cash\",\"ShareChain\",\"Travelflex\",\"KREDS\",\"BitFlip\",\"LottoCoin\",\"Crypto Improvement Fund\",\"Callisto Network\",\"BitTube\",\"Poseidon\",\"Aidos Kuneen\",\"Bitrolium\",\"Alpenschillling\",\"FuturoCoin\",\"Monero Classic\",\"Jumpcoin\",\"Infinex\",\"KEYCO\",\"GINcoin\",\"PlatinCoin\",\"Loki\",\"Newton Coin\",\"MassGrid\",\"PluraCoin\",\"Motion\",\"PlusOneCoin\",\"Axe\",\"HexCoin\",\"Webchain\",\"Ryo\",\"Urals Coin\",\"Qwertycoin\",\"Project Pai\",\"Azart\",\"Xchange\",\"CrypticCoin\",\"Actinium\",\"Bitcoin SV\",\"FREDEnergy\",\"Universal Molecule\",\"Lithium\",\"Exosis\",\"Block-Logic\",\"Beam\",\"Bithereum\",\"SLICE\",\"BLAST\",\"Bitcoin Rhodium\",\"GlobalToken\",\"SolarCoin\",\"UFO Coin\",\"BlakeCoin\",\"Crypto Escudo\",\"Crown Coin\",\"SmileyCoin\",\"Groestlcoin\",\"Bata\",\"Pakcoin\",\"JoinCoin\",\"Vollar\",\"Reality Clash\",\"Beldex\",\"Horizen\"],\"legendgroup\":\"1\",\"marker\":{\"color\":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],\"coloraxis\":\"coloraxis\",\"symbol\":\"diamond\"},\"mode\":\"markers\",\"name\":\"1\",\"scene\":\"scene\",\"showlegend\":true,\"x\":[-0.14789778992020788,-0.1492331712353455,-0.16590252738717154,-0.14942567765354572,-0.14767538125047738,-0.17350051083153373,0.15767698950759684,-0.16704859633572325,-0.22198163241441138,-0.16666518502286504,-0.09569275564802106,2.5545013119872224,-0.1449831645343238,-0.16392098102942657,-0.1664692344600397,-0.2251975796335713,-0.1899320515896187,-0.16651801642542666,-0.16703086537841835,-0.1671173089028989,-0.2220709602679159,0.18142051904906284,0.22989209381375306,0.08157553993804535,-0.16686364419926616,-0.16246960470245045,-0.1668029442231558,-0.1671743028587039,-0.16460712043169168,-0.14639965818057404,-0.16596959227712718,-0.16624699178847524,1.5814700743630368,-0.14785916593942652,-0.16353677404490072,-0.1668900816609686,-0.16724484179901153,-0.16650420303072982,-0.1501109140798577,-0.16712612524925172,-0.03204876717913799,-0.14793676324435698,-0.1607909992383509,-0.16710556604694202,-0.16520014090746066,-0.1665923853155446,-0.1350907105460111,-0.14740061305731483,-0.14768777087438284,-0.14767074449010745,-0.14826137992467897,-0.22224483172804305,-0.16682210306777295,-0.1902923221011505,-0.1639256884199958,-0.14746789711201352,3.862111919693685,0.46159533530874797,-0.16568985970326677,-0.1502907972552119,-0.16440887302483706,-0.1672470502560525,-0.1642739378037353,-0.15049961113250465,-0.1452139813209485,-0.12969429006287195,-0.18461111173630057,-0.1671201492465419,-0.04007606086951708,-0.09519027152372943,-0.16725594203381008,-0.14796453604719753,0.48482371804190616,-0.22163210980856868,-0.1396119498879539,-0.14770443039334433,-0.22191696464319502,-0.16537996594727117,-0.16457233033098154,-0.15030044196658482,0.3839844377978529,-0.2219523572295005,-0.14786028810017357,-0.16321441299143835,-0.14237708115697922,-0.16581950802687115,0.27056036484840373,-0.22111319681246921,-0.13143313822219913,-0.16606686137825685,-0.1536707847804536,-0.1670458822686164,-0.2219156036580481,-0.16725600051982817,-0.22206554935377737,-0.37194496043624586,0.30652269947839106,-0.14812033312508924,-0.10976970405360417,-0.16442311976753796,-0.1480789694722236,-0.16691944708986434,-0.13871475229056476,-0.15004263917211674,-0.1735221242454111,-0.09399083573794623,-0.20865096248579848,-0.2198939949255677,0.3065170681249159,-0.16723774072665032,0.30664776344404626,-0.1401523227306424,0.4930933876341919,-0.14819052647925646,-0.16720603298230624,-0.21480049721706843,-0.17353449833572637,-0.16533958044339556,-0.1398707464866512,-0.14579396945765133,-0.13813324353622025,-0.19518625526227248,-0.16676847301723108,-0.11445029144585013,-0.16659055554588525,-0.14804831327122228,-0.15933766144824335,-0.01625114015657088,-0.1327887161541133,0.3426336664764343,-0.2211215835634764,-0.16690978092601894,-0.16667318270054549,-0.2215162106079831,-0.2220935792728382,0.3069120003163755,-0.1517846232152187,3.241936427353174,-0.11155641095434451,-0.21296688010561832,-0.14789695427801755,-0.09283859596371244,1.5794692711369722,-0.1670076117676588,-0.1664593257292946,-0.16616034589514458,-0.16614727901802187,0.30709559088327304,0.03876308537939118,-0.1764875908928045,-0.1692951720685105,-0.1733805741545799,-0.13019240081493869,-0.1653377898992708,-0.21763864673331856,-0.1691406040211221,-0.14840803233244182,-0.1692407966593759,-0.11992752950219208,1.1443466374000388,0.30649983788898166,-0.07330669243138724,-0.21738019859214336,-0.1371619171453481,-0.08340795332825202,1.1042528020659073,-0.22206758195194737,-0.169292733102498,-0.16233161604530477,-0.1662587241464852,-0.221993000880431,-0.1478763554133686,-0.21046924981552229,8.043366829802743,-0.14106703047980643,0.310373723459745,0.02575526263492445,-0.12969571822687198,-0.17585246443813787,-0.1668323604283933,0.1401983735453655,-0.2161347392301734,-0.10145242104314416,0.31442196415382173,-0.16706933754059416,-0.13809404533550249,-0.17237181856764286,-0.13649854669949482,-0.22116234921059788,0.30668232804089396,-0.19524571547975453,-0.1399975819104232,-0.17190960218460039,-0.13879911816338977,0.31061007167536986,0.5859981991112254,2.114924129567639,-0.15057365172171014,0.3202853147562357,-0.18004669225887002,-0.1356965855172838,-0.2220497447600253,-0.16709391494709205,-0.13704158032958852,-0.16085785043607914,-0.15562355649852883,3.108192549678616,-0.10773074189583234,-0.22202111389068233,-0.1794744858024893,-0.06814194564253341,-0.13819694785673536,-0.1478969918372222,0.38643174380444045,-0.13220565169230558,-0.13259763570282432,-0.16908903847865275,-0.16598636572905068,-0.171440925431905,-0.17321341770807197,-0.18382218519407914,-0.14717324116062094,-0.11140799887950656,-0.14604133571246813,0.5287377712619233,-0.09446952945017743,-0.08306914057509143,-0.15065017224345364,-0.1476871414299241,0.5484790890865701,-0.1894931180733711,-0.1671707458752902,-0.1651267420866128,-0.1304290525859466,-0.10002074475289889,-0.15007579273274488,0.3282537755988601,-0.17350156760403843],\"y\":[-1.3193262819264626,-2.0491882794567045,-1.1563467600862323,-2.211733757998598,-2.0492872554471027,-2.0821660051131885,-1.8151497195146484,-1.1563385595928846,-0.8953045674255061,-1.1563567857380843,-1.80975478738246,-1.3413292781081338,-1.3193390700728362,-1.1564012444521379,-1.1563760044321394,-0.44011351138434246,-1.187287450943239,-1.1563409434673166,-1.156337998135422,-1.1563351845954726,-0.8953059836067048,-1.8112587703691472,-1.3221789919927247,-1.1579847804710002,-1.1563327030135948,-1.156390449980102,-1.1563385492306197,-1.156335644575635,-1.5803543356934815,-1.1566731207953063,-1.1563389967880553,-1.1563493666831206,-1.1649388071547468,-1.3193250588835166,-1.1563999687085362,-1.1563328339562913,-1.156330896762594,-1.1563361515730615,-2.2209253934960795,-1.1563332462705223,-1.1626420513696774,-1.319327516031499,-1.1563635726241048,-1.1563403635603182,-1.1564417495330388,-1.1563454410260035,-1.3195330245712864,-1.3193289085326299,-1.3193344619939082,-1.3193607588087257,-1.3193231412938344,-0.8952987775408553,-1.1563328000170061,-1.2286900242004393,-1.1564122838291846,-1.3193296182366943,-2.315071423214044,-2.2995394984848683,-1.1563549410286955,-1.1569795191441132,-1.1563576447338406,-1.156331869229986,-1.1563488621050897,-1.1565059088417493,-2.1948974782120345,-1.8094190397807077,-1.551186915460985,-1.156328375813232,-1.159365191064359,-2.1836471578461403,-1.1563307323541334,-1.3193283954677963,-1.2006532217492736,-0.895302680383859,-2.2058073914649454,-1.3193432945478105,-0.8953032259056126,-1.1564193648704133,-1.1564218696739001,-2.049234014446192,-2.115715391196161,-0.8953008155776387,-1.319325094417161,-1.1563506223274733,-2.18520564833677,-1.1563441312468192,-1.321333500720232,-0.895322265493205,-2.157060493991677,-1.1564115334751313,-2.198499854086884,-1.1563377674414057,-0.8953060076475786,-1.1563307320663005,-0.8953107557346945,-1.636130665171276,-2.297394899005051,-1.3193253740971211,-1.8096355716581185,-1.1563818343890924,-1.3193247015128595,-1.1563408259188808,-2.1703019904273764,-2.049232418165883,-2.082166689510106,-1.1610724227836253,-0.8952214272938472,-0.8953853531754382,-2.2974028456286915,-1.156331635376214,-2.2974015319500998,-2.205785103781039,-0.9432682743829491,-2.2118252952308857,-1.1563310873478814,-0.8957692593942036,-2.082164256502277,-1.1563402335108341,-2.205783955868284,-2.1263945167284293,-1.1582329516948726,-0.6531367799433722,-1.156339943826848,-1.3200178476450697,-1.1563600722436442,-2.2117642952344214,-2.231299248263702,-2.128629312657805,-2.223428187569035,-2.2976567885317665,-0.8953338304151437,-1.1563329470102393,-1.1563648072922754,-0.895318078048881,-0.8953073354346098,-2.2974136448657303,-2.1969873484181885,-1.189618833980489,-1.1214501744264267,-0.8957818181673578,-1.3193262554655374,-1.1613890414351051,-1.1010195809536456,-1.1563365555915317,-1.1563643913161377,-1.1563662233590108,-1.156365809591409,-2.297432470265856,-2.090260167622149,-0.8951210343528818,-1.5802845658787914,-2.082162207272991,-2.1571104045897442,-1.1563401768125776,-0.895400094283968,-1.580292383194499,-2.0493598897867713,-1.5802862338666033,-1.8095758698992577,-2.3308856344094377,-2.297397388449715,-2.0538461340013203,-0.8955331523296501,-2.212051264748268,-1.157206264219068,-1.1728950652747647,-0.8953071478081867,-1.580280251390899,-1.580398099348291,-1.1563439150008423,-0.8953070460408346,-1.319325014215966,-1.2620547004459226,-2.7586072626293245,-2.1601851552296454,-2.2975031791785603,-1.157280617329565,-2.1570549125973035,-1.2289502895220417,-1.156345130382024,-1.159593822163627,-0.8954584039123915,-2.0522656458180473,-2.2978439132276476,-1.1563392163709743,-2.1482314949803096,-2.082164868912561,-2.1704285634117872,-0.8953351212747638,-2.297395776466256,-0.6531194171518249,-2.205791700946164,-2.2970992306699354,-2.170296964220867,-2.2976821348017475,-2.221568896798117,-2.370066673710886,-2.1547377129890655,-2.2976582480152072,-1.1525389382985114,-2.159596504592047,-0.8953074304381867,-1.1563407751710895,-2.212577477534862,-2.121377126887931,-0.7019402627970023,-2.271871198093515,-1.3195225867619496,-0.8953093486689647,-1.152575850047243,-2.084182148276071,-2.1703298026701834,-1.319326256654864,-2.3005636597364685,-2.155136541213428,-2.155092533608328,-2.180851849458189,-1.1563748384016819,-2.0822715490248562,-2.08216389578825,-1.5512325547557766,-1.3193337058255048,-0.3376987659102,-1.319371309401711,-1.2035705447239033,-1.580720954048193,-2.158449844906487,-1.1565106764162207,-1.3193344420623119,-1.168976750587307,-1.1872883823474771,-1.156331128151914,-1.1563914030843712,-1.8094442837003013,-2.1911591945164783,-2.04923225500397,-2.2976885647083103,-2.0821660385762883],\"z\":[0.21174189798916568,0.395209969019682,-0.004807399588257435,0.4142832610939035,0.3951874751996919,0.3409192412388378,0.3698148452473713,-0.0047817551114442735,0.04192216378811418,-0.004788154907871526,0.37498003542837194,-0.04238018527702852,0.2116755446901997,-0.00484606508517949,-0.004790031545609736,0.04838085531442521,0.14557188823617465,-0.004793826229551144,-0.0047822487526136175,-0.004780623470350698,0.04192445191307506,0.36871193388890455,0.20330950362592207,-0.01036366574328892,-0.004786904296982207,-0.004881522472751165,-0.004787500715810057,-0.004779226016994875,0.2695500695072552,-0.005217499888115131,-0.004806924195422836,-0.004798977971480668,-0.044457195249302625,0.2117408226728841,-0.004855228674998994,-0.00478626767092307,-0.004778244914071927,-0.004794823763797132,0.44454302733814755,-0.004780690164256436,-0.007051177878886369,0.21174298303138547,-0.004924557127902422,-0.004780169038319023,-0.0048104524576599,-0.004791454142996685,0.21147152897785226,0.2117306421111854,0.21173813852962414,0.21174144207472853,0.21174995781465683,0.04192750323000559,-0.004787862009099054,0.17433015923710782,-0.004844401050543966,0.21173231533298065,0.32919992424504135,0.40652871186007994,-0.004811220858408368,-0.005083382158980392,-0.004840793907456008,-0.00477805638355726,-0.004845185420808784,-0.005145167277541934,0.36149062625636197,0.37572784034981366,0.31098313147511164,-0.004781515493720056,-0.007324741649991248,0.46060426404129073,-0.004778008497459082,0.21174375624394443,-0.013786687026064693,0.041913725182413465,0.4353464584572731,0.2117397713999295,0.041920462805834835,-0.004809398545436858,-0.004827931104854098,0.39524136317880443,0.43270295339079434,0.04192095110927812,0.21174085391455555,-0.004869712780386189,0.355176768388239,-0.004809710900247957,0.20223953133929926,0.041904348210633366,0.35810625139375596,-0.004794439083384984,0.3760203278534831,-0.004781930082555348,0.04192082255414091,-0.004778007170382588,0.04192499713802355,0.16858182326031507,0.4098529296224074,0.21174697398261433,0.37529241885737086,-0.004837055709699032,0.21174591208933408,-0.004784456021135103,0.43458529734407336,0.39523511020982915,0.34091984297007694,-0.005823719902698765,0.04159874610818757,0.04188471985590094,0.40985417991013595,-0.004778306989128577,0.40985093890802676,0.4353559568015458,0.031953005616025175,0.41426726450058865,-0.004779125562703371,0.04181965795562966,0.3409197898336489,-0.004821481834515533,0.4353492110465293,0.4631076381882783,-0.005191225594276634,-0.0014398784744197267,-0.004788110454101719,0.21105713505234588,-0.004789437362145964,0.4142553524140761,0.47103188937915996,0.443879594745117,0.44594658279821403,0.4090454026538506,0.04190617225913952,-0.004785791123941033,-0.00478683874016666,0.041913182537946,0.04192517110938552,0.4098464652675915,0.4271337360675808,-0.07981021174630817,0.06394637036061346,0.04177854985983868,0.21174187472435158,-0.005806094118368938,-0.05340801498639822,-0.004782995557730806,-0.00479189796700314,-0.004798631200426643,-0.00479899499062662,0.4098448222846629,0.33709520437921225,0.04083252998784369,0.2696498702444691,0.3409159021251937,0.35808426459310694,-0.0048215316844067956,0.04183405751212666,0.26964735634687087,0.3952148313560007,0.2696488335651712,0.37552153793666176,0.39497621106665737,0.40985381462802534,0.39409022488715806,0.041846744100960925,0.41404118838105464,-0.006615402855803006,0.07258366735518862,0.04192453679615258,0.26964920588359664,0.2695030212116821,-0.004799471038122696,0.04192277852271575,0.21174121833107942,0.08772627218220228,0.29386300663106674,0.4433377141373293,0.4097781222351693,-0.009157527717898371,0.35806483919457377,0.17402914468879147,-0.004785886471876862,-0.011507961210565697,0.04180709922980583,0.39452588581172365,0.40973142470435814,-0.004781177663061184,0.4244607228968384,0.3408926888035073,0.4345512923221968,0.041907307200776914,0.40984932050323536,-0.0014409321785251242,0.43535326710917055,0.4628152973337438,0.4345865625775475,0.4097977863755505,0.3764820464942003,0.37779627942279387,0.42517136886652224,0.4095681852808849,0.2105994567094532,0.5545454397746578,0.04192415948904388,-0.0047803835384570975,0.414112446982371,0.4288289320406476,0.02846788219618267,0.3245857509767627,0.21083029460352615,0.04192376002636685,0.21059127255166044,0.3387394180287786,0.4345771043884781,0.2117418757700237,0.40843044750553764,0.45224812241469386,0.45225109353537307,0.46630348318198844,-0.004801486724300145,0.3408859383442549,0.34091223114781494,0.31097110823161617,0.21172600070846392,-0.05671520224321026,0.2117048263522978,-0.014402882822235563,0.2679616315290575,0.4515655488792237,-0.005140975560106784,0.21173812100548867,-0.019734102700617772,0.14556175565165766,-0.0047799449462966595,-0.004819255790703995,0.37574857495477126,0.46434271823005974,0.39523586248042997,0.40938612427430665,0.3409192706600595],\"type\":\"scatter3d\"},{\"customdata\":[[\"Proof-of-BibleHash\"],[\"SHA-256 + Hive\"],[\"Proof-of-Authority\"],[\"ECC 256K1\"],[\"Leased POS\"]],\"hovertemplate\":\"<b>%{hovertext}</b><br><br>Class=%{marker.color}<br>PC 1=%{x}<br>PC 2=%{y}<br>PC 3=%{z}<br>Algorithm=%{customdata[0]}<extra></extra>\",\"hovertext\":[\"BiblePay\",\"LitecoinCash\",\"Poa Network\",\"Acute Angle Cloud\",\"Waves\"],\"legendgroup\":\"3\",\"marker\":{\"color\":[3,3,3,3,3],\"coloraxis\":\"coloraxis\",\"symbol\":\"square\"},\"mode\":\"markers\",\"name\":\"3\",\"scene\":\"scene\",\"showlegend\":true,\"x\":[-0.21499653550316655,-0.36921737725077075,-0.4071185522279364,-0.3304967433646876,-0.42158957953946335],\"y\":[2.9302850969779954,3.1661597937656785,3.2222536534174675,3.355967625060017,2.7896088734127757],\"z\":[13.10924038238323,14.813483745436063,11.492321891917134,14.826333816519243,14.786916677501736],\"type\":\"scatter3d\"},{\"customdata\":[[\"TRC10\"]],\"hovertemplate\":\"<b>%{hovertext}</b><br><br>Class=%{marker.color}<br>PC 1=%{x}<br>PC 2=%{y}<br>PC 3=%{z}<br>Algorithm=%{customdata[0]}<extra></extra>\",\"hovertext\":[\"BitTorrent\"],\"legendgroup\":\"2\",\"marker\":{\"color\":[2],\"coloraxis\":\"coloraxis\",\"symbol\":\"x\"},\"mode\":\"markers\",\"name\":\"2\",\"scene\":\"scene\",\"showlegend\":true,\"x\":[34.05501781022746],\"y\":[1.6825364441434738],\"z\":[-0.9197650659323969],\"type\":\"scatter3d\"}],                        {\"template\":{\"data\":{\"bar\":[{\"error_x\":{\"color\":\"#2a3f5f\"},\"error_y\":{\"color\":\"#2a3f5f\"},\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"bar\"}],\"barpolar\":[{\"marker\":{\"line\":{\"color\":\"#E5ECF6\",\"width\":0.5},\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"barpolar\"}],\"carpet\":[{\"aaxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"baxis\":{\"endlinecolor\":\"#2a3f5f\",\"gridcolor\":\"white\",\"linecolor\":\"white\",\"minorgridcolor\":\"white\",\"startlinecolor\":\"#2a3f5f\"},\"type\":\"carpet\"}],\"choropleth\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"choropleth\"}],\"contour\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"contour\"}],\"contourcarpet\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"contourcarpet\"}],\"heatmap\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"heatmap\"}],\"heatmapgl\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"heatmapgl\"}],\"histogram\":[{\"marker\":{\"pattern\":{\"fillmode\":\"overlay\",\"size\":10,\"solidity\":0.2}},\"type\":\"histogram\"}],\"histogram2d\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"histogram2d\"}],\"histogram2dcontour\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"histogram2dcontour\"}],\"mesh3d\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"type\":\"mesh3d\"}],\"parcoords\":[{\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"parcoords\"}],\"pie\":[{\"automargin\":true,\"type\":\"pie\"}],\"scatter\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatter\"}],\"scatter3d\":[{\"line\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatter3d\"}],\"scattercarpet\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattercarpet\"}],\"scattergeo\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattergeo\"}],\"scattergl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattergl\"}],\"scattermapbox\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scattermapbox\"}],\"scatterpolar\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterpolar\"}],\"scatterpolargl\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterpolargl\"}],\"scatterternary\":[{\"marker\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"type\":\"scatterternary\"}],\"surface\":[{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"type\":\"surface\"}],\"table\":[{\"cells\":{\"fill\":{\"color\":\"#EBF0F8\"},\"line\":{\"color\":\"white\"}},\"header\":{\"fill\":{\"color\":\"#C8D4E3\"},\"line\":{\"color\":\"white\"}},\"type\":\"table\"}]},\"layout\":{\"annotationdefaults\":{\"arrowcolor\":\"#2a3f5f\",\"arrowhead\":0,\"arrowwidth\":1},\"autotypenumbers\":\"strict\",\"coloraxis\":{\"colorbar\":{\"outlinewidth\":0,\"ticks\":\"\"}},\"colorscale\":{\"diverging\":[[0,\"#8e0152\"],[0.1,\"#c51b7d\"],[0.2,\"#de77ae\"],[0.3,\"#f1b6da\"],[0.4,\"#fde0ef\"],[0.5,\"#f7f7f7\"],[0.6,\"#e6f5d0\"],[0.7,\"#b8e186\"],[0.8,\"#7fbc41\"],[0.9,\"#4d9221\"],[1,\"#276419\"]],\"sequential\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]],\"sequentialminus\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]},\"colorway\":[\"#636efa\",\"#EF553B\",\"#00cc96\",\"#ab63fa\",\"#FFA15A\",\"#19d3f3\",\"#FF6692\",\"#B6E880\",\"#FF97FF\",\"#FECB52\"],\"font\":{\"color\":\"#2a3f5f\"},\"geo\":{\"bgcolor\":\"white\",\"lakecolor\":\"white\",\"landcolor\":\"#E5ECF6\",\"showlakes\":true,\"showland\":true,\"subunitcolor\":\"white\"},\"hoverlabel\":{\"align\":\"left\"},\"hovermode\":\"closest\",\"mapbox\":{\"style\":\"light\"},\"paper_bgcolor\":\"white\",\"plot_bgcolor\":\"#E5ECF6\",\"polar\":{\"angularaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"bgcolor\":\"#E5ECF6\",\"radialaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"scene\":{\"xaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"},\"yaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"},\"zaxis\":{\"backgroundcolor\":\"#E5ECF6\",\"gridcolor\":\"white\",\"gridwidth\":2,\"linecolor\":\"white\",\"showbackground\":true,\"ticks\":\"\",\"zerolinecolor\":\"white\"}},\"shapedefaults\":{\"line\":{\"color\":\"#2a3f5f\"}},\"ternary\":{\"aaxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"baxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"},\"bgcolor\":\"#E5ECF6\",\"caxis\":{\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\"}},\"title\":{\"x\":0.05},\"xaxis\":{\"automargin\":true,\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"zerolinewidth\":2},\"yaxis\":{\"automargin\":true,\"gridcolor\":\"white\",\"linecolor\":\"white\",\"ticks\":\"\",\"title\":{\"standoff\":15},\"zerolinecolor\":\"white\",\"zerolinewidth\":2}}},\"scene\":{\"domain\":{\"x\":[0.0,1.0],\"y\":[0.0,1.0]},\"xaxis\":{\"title\":{\"text\":\"PC 1\"}},\"yaxis\":{\"title\":{\"text\":\"PC 2\"}},\"zaxis\":{\"title\":{\"text\":\"PC 3\"}}},\"coloraxis\":{\"colorbar\":{\"title\":{\"text\":\"Class\"}},\"colorscale\":[[0.0,\"#0d0887\"],[0.1111111111111111,\"#46039f\"],[0.2222222222222222,\"#7201a8\"],[0.3333333333333333,\"#9c179e\"],[0.4444444444444444,\"#bd3786\"],[0.5555555555555556,\"#d8576b\"],[0.6666666666666666,\"#ed7953\"],[0.7777777777777778,\"#fb9f3a\"],[0.8888888888888888,\"#fdca26\"],[1.0,\"#f0f921\"]]},\"legend\":{\"title\":{\"text\":\"Class\"},\"tracegroupgap\":0,\"x\":0,\"y\":1},\"margin\":{\"t\":60},\"width\":800},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('320c77e0-d883-4e9e-bc5d-0be2e56fc600');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Creating a 3D-Scatter with the PCA data and the clusters\n",
    "fig = px.scatter_3d(\n",
    "    clustered_df,\n",
    "    x=\"PC 1\",\n",
    "    y=\"PC 2\",\n",
    "    z=\"PC 3\",\n",
    "    color=\"Class\",\n",
    "    symbol=\"Class\",\n",
    "    width=800,\n",
    "    hover_name='CoinName',\n",
    "    hover_data=['Algorithm']\n",
    ")\n",
    "fig.update_layout(legend=dict(x=0, y=1))\n",
    "fig.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "data": {},
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.holoviews_exec.v0+json": "",
      "text/html": [
       "<div id='1241'>\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "  <div class=\"bk-root\" id=\"f82a2b47-af37-496e-91a4-2728f03ff59a\" data-root-id=\"1241\"></div>\n",
       "</div>\n",
       "<script type=\"application/javascript\">(function(root) {\n",
       "  function embed_document(root) {\n",
       "    var docs_json = {\"49938a1d-be16-485a-912d-9b614b1929f4\":{\"defs\":[{\"extends\":null,\"module\":null,\"name\":\"ReactiveHTML1\",\"overrides\":[],\"properties\":[]},{\"extends\":null,\"module\":null,\"name\":\"FlexBox1\",\"overrides\":[],\"properties\":[{\"default\":\"flex-start\",\"kind\":null,\"name\":\"align_content\"},{\"default\":\"flex-start\",\"kind\":null,\"name\":\"align_items\"},{\"default\":\"row\",\"kind\":null,\"name\":\"flex_direction\"},{\"default\":\"wrap\",\"kind\":null,\"name\":\"flex_wrap\"},{\"default\":\"flex-start\",\"kind\":null,\"name\":\"justify_content\"}]},{\"extends\":null,\"module\":null,\"name\":\"GridStack1\",\"overrides\":[],\"properties\":[{\"default\":\"warn\",\"kind\":null,\"name\":\"mode\"},{\"default\":null,\"kind\":null,\"name\":\"ncols\"},{\"default\":null,\"kind\":null,\"name\":\"nrows\"},{\"default\":true,\"kind\":null,\"name\":\"allow_resize\"},{\"default\":true,\"kind\":null,\"name\":\"allow_drag\"},{\"default\":[],\"kind\":null,\"name\":\"state\"}]},{\"extends\":null,\"module\":null,\"name\":\"click1\",\"overrides\":[],\"properties\":[{\"default\":\"\",\"kind\":null,\"name\":\"terminal_output\"},{\"default\":\"\",\"kind\":null,\"name\":\"debug_name\"},{\"default\":0,\"kind\":null,\"name\":\"clears\"}]},{\"extends\":null,\"module\":null,\"name\":\"TemplateActions1\",\"overrides\":[],\"properties\":[{\"default\":0,\"kind\":null,\"name\":\"open_modal\"},{\"default\":0,\"kind\":null,\"name\":\"close_modal\"}]},{\"extends\":null,\"module\":null,\"name\":\"MaterialTemplateActions1\",\"overrides\":[],\"properties\":[{\"default\":0,\"kind\":null,\"name\":\"open_modal\"},{\"default\":0,\"kind\":null,\"name\":\"close_modal\"}]}],\"roots\":{\"references\":[{\"attributes\":{},\"id\":\"1266\",\"type\":\"NumberEditor\"},{\"attributes\":{\"editor\":{\"id\":\"1246\"},\"field\":\"CoinName\",\"formatter\":{\"id\":\"1245\"},\"title\":\"CoinName\"},\"id\":\"1247\",\"type\":\"TableColumn\"},{\"attributes\":{},\"id\":\"1246\",\"type\":\"StringEditor\"},{\"attributes\":{\"margin\":[5,5,5,5],\"name\":\"HSpacer02024\",\"sizing_mode\":\"stretch_width\"},\"id\":\"1242\",\"type\":\"Spacer\"},{\"attributes\":{},\"id\":\"1251\",\"type\":\"StringEditor\"},{\"attributes\":{},\"id\":\"1271\",\"type\":\"IntEditor\"},{\"attributes\":{\"children\":[{\"id\":\"1242\"},{\"id\":\"1275\"},{\"id\":\"1282\"}],\"margin\":[0,0,0,0],\"name\":\"Row02020\",\"tags\":[\"embedded\"]},\"id\":\"1241\",\"type\":\"Row\"},{\"attributes\":{},\"id\":\"1270\",\"type\":\"NumberFormatter\"},{\"attributes\":{},\"id\":\"1250\",\"type\":\"StringFormatter\"},{\"attributes\":{\"format\":\"0,0.0[00000]\"},\"id\":\"1265\",\"type\":\"NumberFormatter\"},{\"attributes\":{\"editor\":{\"id\":\"1271\"},\"field\":\"Class\",\"formatter\":{\"id\":\"1270\"},\"title\":\"Class\"},\"id\":\"1272\",\"type\":\"TableColumn\"},{\"attributes\":{\"editor\":{\"id\":\"1261\"},\"field\":\"TotalCoinSupply\",\"formatter\":{\"id\":\"1260\"},\"title\":\"TotalCoinSupply\"},\"id\":\"1262\",\"type\":\"TableColumn\"},{\"attributes\":{\"data\":{\"Algorithm\":[\"Scrypt\",\"Scrypt\",\"X13\",\"SHA-256\",\"Ethash\",\"Scrypt\",\"X11\",\"CryptoNight-V7\",\"Ethash\",\"Equihash\",\"SHA-512\",\"Multiple\",\"SHA-256\",\"SHA-256\",\"Scrypt\",\"X15\",\"X11\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"Multiple\",\"Scrypt\",\"SHA-256\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"Quark\",\"Groestl\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"X11\",\"Scrypt\",\"Groestl\",\"Multiple\",\"SHA-256\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"PoS\",\"Scrypt\",\"Scrypt\",\"NeoScrypt\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"X11\",\"Scrypt\",\"X11\",\"SHA-256\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"SHA3\",\"Scrypt\",\"HybridScryptHash256\",\"Scrypt\",\"Scrypt\",\"SHA-256\",\"Scrypt\",\"X13\",\"Scrypt\",\"SHA-256\",\"Scrypt\",\"X13\",\"NeoScrypt\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"X11\",\"X11\",\"SHA-256\",\"Multiple\",\"SHA-256\",\"PHI1612\",\"X11\",\"SHA-256\",\"SHA-256\",\"SHA-256\",\"X11\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"Lyra2REv2\",\"Scrypt\",\"X11\",\"Multiple\",\"SHA-256\",\"X13\",\"Scrypt\",\"CryptoNight\",\"CryptoNight\",\"Shabal256\",\"Counterparty\",\"Scrypt\",\"SHA-256\",\"Groestl\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"X13\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"X13\",\"Scrypt\",\"Stanford Folding\",\"X11\",\"Multiple\",\"QuBit\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"M7 POW\",\"Scrypt\",\"SHA-256\",\"Scrypt\",\"X11\",\"SHA3\",\"X11\",\"Lyra2RE\",\"SHA-256\",\"QUAIT\",\"X11\",\"X11\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"Ethash\",\"X13\",\"Blake2b\",\"SHA-256\",\"X15\",\"X11\",\"SHA-256\",\"BLAKE256\",\"Scrypt\",\"1GB AES Pattern Search\",\"SHA-256\",\"X11\",\"Scrypt\",\"SHA-256\",\"SHA-256\",\"NIST5\",\"Scrypt\",\"Scrypt\",\"X11\",\"Dagger\",\"Scrypt\",\"X11GOST\",\"X11\",\"Scrypt\",\"SHA-256\",\"Scrypt\",\"PoS\",\"Scrypt\",\"X11\",\"X11\",\"SHA-256\",\"SHA-256\",\"NIST5\",\"X11\",\"Scrypt\",\"POS 3.0\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"X13\",\"X11\",\"X11\",\"Equihash\",\"X11\",\"Scrypt\",\"CryptoNight\",\"SHA-256\",\"SHA-256\",\"X11\",\"Scrypt\",\"Multiple\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"SHA-256\",\"Scrypt\",\"Scrypt\",\"SHA-256D\",\"PoS\",\"Scrypt\",\"X11\",\"Lyra2Z\",\"PoS\",\"X13\",\"X14\",\"PoS\",\"SHA-256D\",\"Ethash\",\"Equihash\",\"DPoS\",\"X11\",\"Scrypt\",\"X11\",\"X13\",\"X11\",\"PoS\",\"Scrypt\",\"Scrypt\",\"X11\",\"PoS\",\"X11\",\"SHA-256\",\"Scrypt\",\"X11\",\"Scrypt\",\"Scrypt\",\"X11\",\"CryptoNight\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"Quark\",\"QuBit\",\"Scrypt\",\"CryptoNight\",\"Lyra2RE\",\"Scrypt\",\"SHA-256\",\"X11\",\"Scrypt\",\"X11\",\"Scrypt\",\"CryptoNight-V7\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"X13\",\"X11\",\"Equihash\",\"Scrypt\",\"Scrypt\",\"Lyra2RE\",\"Scrypt\",\"Dagger-Hashimoto\",\"X11\",\"Blake2S\",\"X11\",\"Scrypt\",\"PoS\",\"X11\",\"NIST5\",\"PoS\",\"X11\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"SHA-256\",\"X11\",\"Scrypt\",\"Scrypt\",\"SHA-256\",\"PoS\",\"Scrypt\",\"X15\",\"SHA-256\",\"Scrypt\",\"POS 3.0\",\"CryptoNight-V7\",\"536\",\"Argon2d\",\"Blake2b\",\"Cloverhash\",\"CryptoNight\",\"NIST5\",\"X11\",\"NIST5\",\"Skein\",\"Scrypt\",\"X13\",\"Scrypt\",\"X11\",\"X11\",\"Scrypt\",\"CryptoNight\",\"X13\",\"Time Travel\",\"Scrypt\",\"Keccak\",\"SkunkHash v2 Raptor\",\"X11\",\"Skein\",\"SHA-256\",\"X11\",\"Scrypt\",\"VeChainThor Authority\",\"Scrypt\",\"PoS\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"CryptoNight\",\"SHA-512\",\"Ouroboros\",\"X11\",\"Equihash\",\"NeoScrypt\",\"X11\",\"Scrypt\",\"NeoScrypt\",\"Lyra2REv2\",\"Equihash\",\"Scrypt\",\"SHA-256\",\"NIST5\",\"PHI1612\",\"Dagger\",\"Scrypt\",\"Quark\",\"Scrypt\",\"POS 2.0\",\"Scrypt\",\"SHA-256\",\"X11\",\"NeoScrypt\",\"Ethash\",\"NeoScrypt\",\"X11\",\"DPoS\",\"NIST5\",\"X13\",\"Multiple\",\"Scrypt\",\"CryptoNight\",\"CryptoNight\",\"Ethash\",\"NIST5\",\"Quark\",\"X11\",\"CryptoNight-V7\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"X11\",\"BLAKE256\",\"X11\",\"NeoScrypt\",\"Quark\",\"NeoScrypt\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"X11\",\"X11\",\"SHA-256\",\"C11\",\"POS 3.0\",\"Ethash\",\"Scrypt\",\"CryptoNight\",\"SkunkHash\",\"Scrypt\",\"CryptoNight\",\"Scrypt\",\"Dagger\",\"Lyra2REv2\",\"X13\",\"Proof-of-BibleHash\",\"SHA-256 + Hive\",\"Scrypt\",\"Scrypt\",\"X11\",\"C11\",\"Proof-of-Authority\",\"X11\",\"XEVAN\",\"Scrypt\",\"VBFT\",\"Ethash\",\"CryptoNight\",\"Scrypt\",\"IMesh\",\"NIST5\",\"Scrypt\",\"Scrypt\",\"Equihash\",\"Scrypt\",\"Lyra2Z\",\"Green Protocol\",\"PoS\",\"Scrypt\",\"Semux BFT consensus\",\"X11\",\"Quark\",\"PoS\",\"CryptoNight\",\"X16R\",\"Scrypt\",\"NIST5\",\"Lyra2RE\",\"XEVAN\",\"Tribus\",\"Scrypt\",\"Lyra2Z\",\"CryptoNight\",\"CryptoNight Heavy\",\"CryptoNight\",\"Scrypt\",\"Scrypt\",\"Jump Consistent Hash\",\"SHA-256D\",\"CryptoNight\",\"Scrypt\",\"X15\",\"Scrypt\",\"Quark\",\"SHA-256\",\"DPoS\",\"X16R\",\"HMQ1725\",\"X11\",\"X16R\",\"Quark\",\"Quark\",\"Scrypt\",\"Lyra2REv2\",\"Quark\",\"Scrypt\",\"Scrypt\",\"CryptoNight-V7\",\"Cryptonight-GPU\",\"XEVAN\",\"CryptoNight Heavy\",\"X11\",\"X11\",\"Scrypt\",\"PoS\",\"SHA-256\",\"Keccak\",\"X11\",\"X11\",\"Scrypt\",\"SHA-512\",\"X16R\",\"ECC 256K1\",\"Equihash\",\"XEVAN\",\"Lyra2Z\",\"SHA-256\",\"XEVAN\",\"X11\",\"CryptoNight\",\"Quark\",\"Blake\",\"Blake\",\"Equihash\",\"Exosis\",\"Scrypt\",\"Scrypt\",\"Equihash\",\"Quark\",\"Equihash\",\"Quark\",\"Scrypt\",\"QuBit\",\"X11\",\"Scrypt\",\"XEVAN\",\"SHA-256D\",\"X11\",\"SHA-256\",\"X13\",\"SHA-256\",\"X11\",\"DPoS\",\"Scrypt\",\"Scrypt\",\"X11\",\"NeoScrypt\",\"Scrypt\",\"Blake\",\"Scrypt\",\"SHA-256\",\"Scrypt\",\"X11\",\"Scrypt\",\"Scrypt\",\"SHA-256\",\"X11\",\"SHA-256\",\"Scrypt\",\"Scrypt\",\"Scrypt\",\"Groestl\",\"X11\",\"Scrypt\",\"PoS\",\"Scrypt\",\"Scrypt\",\"X11\",\"SHA-256\",\"DPoS\",\"Scrypt\",\"Scrypt\",\"NeoScrypt\",\"Multiple\",\"X13\",\"Equihash+Scrypt\",\"DPoS\",\"Ethash\",\"DPoS\",\"SHA-256\",\"Leased POS\",\"PoS\",\"TRC10\",\"PoS\",\"SHA-256\",\"Scrypt\",\"CryptoNight\",\"Equihash\",\"Scrypt\"],\"Class\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAQAAAAEAAAABAAAAAAAAAAEAAAABAAAAAQAAAAAAAAABAAAAAAAAAAAAAAABAAAAAAAAAAEAAAABAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAQAAAAAAAAABAAAAAQAAAAEAAAAAAAAAAQAAAAAAAAABAAAAAQAAAAAAAAAAAAAAAQAAAAEAAAABAAAAAQAAAAEAAAABAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAQAAAAAAAAAAAAAAAQAAAAAAAAABAAAAAQAAAAEAAAABAAAAAAAAAAEAAAABAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAABAAAAAQAAAAAAAAAAAAAAAQAAAAAAAAABAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAAAAAAAAAAABAAAAAAAAAAEAAAABAAAAAAAAAAAAAAABAAAAAAAAAAAAAAABAAAAAQAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAQAAAAAAAAABAAAAAAAAAAEAAAAAAAAAAQAAAAAAAAAAAAAAAQAAAAEAAAAAAAAAAQAAAAEAAAABAAAAAAAAAAEAAAABAAAAAQAAAAEAAAABAAAAAAAAAAAAAAABAAAAAQAAAAEAAAAAAAAAAQAAAAAAAAABAAAAAQAAAAAAAAABAAAAAAAAAAEAAAAAAAAAAAAAAAEAAAABAAAAAAAAAAEAAAABAAAAAAAAAAAAAAABAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAABAAAAAAAAAAAAAAABAAAAAAAAAAEAAAAAAAAAAAAAAAEAAAAAAAAAAQAAAAAAAAABAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAEAAAAAAAAAAAAAAAEAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAEAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAQAAAAAAAAAAAAAAAQAAAAAAAAABAAAAAQAAAAAAAAABAAAAAQAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAABAAAAAAAAAAEAAAABAAAAAQAAAAEAAAAAAAAAAQAAAAAAAAAAAAAAAQAAAAAAAAABAAAAAQAAAAEAAAAAAAAAAQAAAAAAAAABAAAAAQAAAAEAAAAAAAAAAQAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAABAAAAAQAAAAEAAAABAAAAAQAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAQAAAAAAAAABAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAEAAAABAAAAAQAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAABAAAAAQAAAAEAAAAAAAAAAAAAAAEAAAABAAAAAAAAAAAAAAABAAAAAAAAAAEAAAABAAAAAQAAAAAAAAABAAAAAQAAAAAAAAAAAAAAAAAAAAEAAAABAAAAAQAAAAAAAAAAAAAAAAAAAAEAAAABAAAAAAAAAAEAAAABAAAAAQAAAAEAAAAAAAAAAwAAAAMAAAABAAAAAQAAAAEAAAAAAAAAAwAAAAAAAAAAAAAAAAAAAAAAAAABAAAAAQAAAAEAAAABAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAEAAAABAAAAAAAAAAEAAAAAAAAAAQAAAAEAAAABAAAAAQAAAAAAAAAAAAAAAQAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAEAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAABAAAAAQAAAAEAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAEAAAADAAAAAQAAAAAAAAABAAAAAQAAAAAAAAAAAAAAAQAAAAAAAAABAAAAAQAAAAAAAAABAAAAAQAAAAAAAAABAAAAAAAAAAEAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAABAAAAAQAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAQAAAAAAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAEAAAAAAAAAAAAAAAAAAAABAAAAAAAAAAEAAAAAAAAAAQAAAAAAAAAAAAAAAAAAAAEAAAABAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQAAAAAAAAABAAAAAAAAAAEAAAAAAAAAAAAAAAMAAAAAAAAAAgAAAAAAAAAAAAAAAAAAAAEAAAABAAAAAAAAAA==\",\"dtype\":\"int32\",\"order\":\"little\",\"shape\":[532]},\"CoinName\":[\"42 Coin\",\"404Coin\",\"EliteCoin\",\"Bitcoin\",\"Ethereum\",\"Litecoin\",\"Dash\",\"Monero\",\"Ethereum Classic\",\"ZCash\",\"Bitshares\",\"DigiByte\",\"BitcoinDark\",\"PayCoin\",\"ProsperCoin\",\"KoboCoin\",\"Spreadcoin\",\"Argentum\",\"Aurora Coin\",\"BlueCoin\",\"MyriadCoin\",\"MoonCoin\",\"ZetaCoin\",\"SexCoin\",\"Quatloo\",\"EnergyCoin\",\"QuarkCoin\",\"Riecoin\",\"Digitalcoin \",\"BitBar\",\"Catcoin\",\"CryptoBullion\",\"CannaCoin\",\"CryptCoin\",\"CasinoCoin\",\"Diamond\",\"Verge\",\"DevCoin\",\"EarthCoin\",\"E-Gulden\",\"Einsteinium\",\"Emerald\",\"Exclusive Coin\",\"FlutterCoin\",\"Franko\",\"FeatherCoin\",\"GrandCoin\",\"GlobalCoin\",\"GoldCoin\",\"HoboNickels\",\"HyperStake\",\"Infinite Coin\",\"IOCoin\",\"IXcoin\",\"KrugerCoin\",\"LuckyCoin\",\"Litebar \",\"MaxCoin\",\"MegaCoin\",\"MediterraneanCoin\",\"MintCoin\",\"MinCoin\",\"MazaCoin\",\"Nautilus Coin\",\"NavCoin\",\"NobleCoin\",\"Namecoin\",\"NyanCoin\",\"OpalCoin\",\"Orbitcoin\",\"PotCoin\",\"PhoenixCoin\",\"Reddcoin\",\"RonPaulCoin\",\"StableCoin\",\"SmartCoin\",\"SuperCoin\",\"SyncCoin\",\"SysCoin\",\"TeslaCoin\",\"TigerCoin\",\"TittieCoin\",\"TorCoin\",\"TerraCoin\",\"UnbreakableCoin\",\"Unobtanium\",\"UroCoin\",\"UnitaryStatus Dollar\",\"UltraCoin\",\"ViaCoin\",\"VeriCoin\",\"Vertcoin\",\"WorldCoin\",\"X11 Coin\",\"Crypti\",\"JouleCoin\",\"StealthCoin\",\"ZCC Coin\",\"ByteCoin\",\"DigitalNote \",\"BurstCoin\",\"StorjCoin\",\"MonaCoin\",\"Neutron\",\"FairCoin\",\"Gulden\",\"RubyCoin\",\"PesetaCoin\",\"Kore\",\"Wild Beast Coin\",\"Dnotes\",\"Flo\",\"8BIT Coin\",\"Sativa Coin\",\"ArtByte\",\"Folding Coin\",\"Ucoin\",\"Unitus\",\"CypherPunkCoin\",\"OmniCron\",\"Vtorrent\",\"GreenCoin\",\"Cryptonite\",\"MasterCoin\",\"SoonCoin\",\"1Credit\",\"IslaCoin\",\"Nexus\",\"MarsCoin \",\"Crypto\",\"Anarchists Prime\",\"Droidz\",\"BowsCoin\",\"Squall Coin\",\"Song Coin\",\"BitZeny\",\"Diggits\",\"Expanse\",\"Paycon\",\"Siacoin\",\"Emercoin\",\"EverGreenCoin\",\"MindCoin\",\"I0coin\",\"Decred\",\"Revolution VR\",\"HOdlcoin\",\"EDRCoin\",\"Hitcoin\",\"Gamecredits\",\"DubaiCoin\",\"CarpeDiemCoin\",\"PWR Coin\",\"BillaryCoin\",\"GPU Coin\",\"Adzcoin\",\"SoilCoin\",\"YoCoin\",\"SibCoin\",\"EuropeCoin\",\"ZeitCoin\",\"SwingCoin\",\"SafeExchangeCoin\",\"Nebuchadnezzar\",\"Francs\",\"BolivarCoin\",\"Ratecoin\",\"Revenu\",\"Clockcoin\",\"VIP Tokens\",\"BitSend\",\"Omni\",\"Let it Ride\",\"PutinCoin\",\"iBankCoin\",\"Frankywillcoin\",\"MudraCoin\",\"PizzaCoin\",\"Lutetium Coin\",\"Komodo\",\"GoldBlocks\",\"CarterCoin\",\"Karbo\",\"BitTokens\",\"ZayedCoin\",\"MustangCoin\",\"ZoneCoin\",\"Circuits of Value\",\"RootCoin\",\"DopeCoin\",\"BitCurrency\",\"DollarCoin\",\"Swiscoin\",\"Shilling\",\"BuzzCoin\",\"Opair\",\"PesoBit\",\"Halloween Coin\",\"ZCoin\",\"CoffeeCoin\",\"RoyalCoin\",\"GanjaCoin V2\",\"TeamUP\",\"LanaCoin\",\"Elementrem\",\"ZClassic\",\"ARK\",\"InsaneCoin\",\"KiloCoin\",\"ArtexCoin\",\"EmberCoin\",\"XenixCoin\",\"FreeCoin\",\"PLNCoin\",\"AquariusCoin\",\"Kurrent\",\"Creatio\",\"Eternity\",\"Eurocoin\",\"BitcoinFast\",\"Stakenet\",\"BitConnect Coin\",\"MoneyCoin\",\"Enigma\",\"Cannabis Industry Coin\",\"Russiacoin\",\"PandaCoin\",\"GameUnits\",\"GAKHcoin\",\"Allsafe\",\"LiteCreed\",\"OsmiumCoin\",\"Bikercoins\",\"HexxCoin\",\"Klingon Empire Darsek\",\"Internet of People\",\"KushCoin\",\"Printerium\",\"PacCoin\",\"Impeach\",\"Citadel\",\"Zilbercoin\",\"FirstCoin\",\"BeaverCoin\",\"FindCoin\",\"VaultCoin\",\"Zero\",\"OpenChat\",\"Canada eCoin\",\"Zoin\",\"RenosCoin\",\"DubaiCoin\",\"VirtacoinPlus\",\"TajCoin\",\"Impact\",\"EB3coin\",\"Atmos\",\"HappyCoin\",\"Coinonat\",\"MacronCoin\",\"Condensate\",\"Independent Money System\",\"ArgusCoin\",\"LomoCoin\",\"ProCurrency\",\"GoldReserve\",\"BenjiRolls\",\"GrowthCoin\",\"ILCoin\",\"Phreak\",\"Degas Coin\",\"HTML5 Coin\",\"Ultimate Secure Cash\",\"EquiTrader\",\"QTUM\",\"Quantum Resistant Ledger\",\"Espers\",\"Dynamic\",\"Nano\",\"ChanCoin\",\"Dinastycoin\",\"Denarius\",\"DigitalPrice\",\"Virta Unique Coin\",\"Bitcoin Planet\",\"Unify\",\"BritCoin\",\"SocialCoin\",\"ArcticCoin\",\"DAS\",\"Linda\",\"LeviarCoin\",\"DeepOnion\",\"Bitcore\",\"gCn Coin\",\"SmartCash\",\"Signatum\",\"Onix\",\"Cream\",\"Bitcoin Cash\",\"Monoeci\",\"Draftcoin\",\"Vechain\",\"Sojourn Coin\",\"Stakecoin\",\"NewYorkCoin\",\"FrazCoin\",\"Kronecoin\",\"AdCoin\",\"Linx\",\"CoinonatX\",\"Ethereum Dark\",\"Sumokoin\",\"Obsidian\",\"Cardano\",\"Regalcoin\",\"BitcoinZ\",\"TrezarCoin\",\"Elements\",\"TerraNovaCoin\",\"VIVO Coin\",\"Rupee\",\"Bitcoin Gold\",\"WomenCoin\",\"Theresa May Coin\",\"NamoCoin\",\"LUXCoin\",\"Pirl\",\"Xios\",\"Bitcloud 2.0\",\"eBoost\",\"KekCoin\",\"BlackholeCoin\",\"Infinity Economics\",\"Pura\",\"Innova\",\"Ellaism\",\"GoByte\",\"Magnet\",\"Lamden Tau\",\"Electra\",\"Bitcoin Diamond\",\"SHIELD\",\"Cash & Back Coin\",\"UltraNote\",\"BitCoal\",\"DaxxCoin\",\"Bulwark\",\"Kalkulus\",\"AC3\",\"Lethean\",\"GermanCoin\",\"LiteCoin Ultra\",\"PopularCoin\",\"PhantomX\",\"Photon\",\"Sucre\",\"SparksPay\",\"Digiwage\",\"GunCoin\",\"IrishCoin\",\"Trollcoin\",\"Litecoin Plus\",\"Monkey Project\",\"Pioneer Coin\",\"UnitedBitcoin\",\"Interzone\",\"TokenPay\",\"1717 Masonic Commemorative Token\",\"My Big Coin\",\"TurtleCoin\",\"MUNcoin\",\"Unified Society USDEX\",\"Niobio Cash\",\"ShareChain\",\"Travelflex\",\"KREDS\",\"Tokyo Coin\",\"BiblePay\",\"LitecoinCash\",\"BitFlip\",\"LottoCoin\",\"Crypto Improvement Fund\",\"Stipend\",\"Poa Network\",\"Pushi\",\"Ellerium\",\"Velox\",\"Ontology\",\"Callisto Network\",\"BitTube\",\"Poseidon\",\"Aidos Kuneen\",\"Bitspace\",\"Briacoin\",\"Ignition\",\"Bitrolium\",\"MedicCoin\",\"Alpenschillling\",\"Bitcoin Green\",\"Deviant Coin\",\"Abjcoin\",\"Semux\",\"FuturoCoin\",\"Carebit\",\"Zealium\",\"Monero Classic\",\"Proton\",\"iDealCash\",\"Jumpcoin\",\"Infinex\",\"Bitcoin Incognito\",\"KEYCO\",\"HollyWoodCoin\",\"GINcoin\",\"PlatinCoin\",\"Loki\",\"Newton Coin\",\"Swisscoin\",\"Xt3ch\",\"MassGrid\",\"TheVig\",\"PluraCoin\",\"EmaratCoin\",\"Dekado\",\"Lynx\",\"Poseidon Quark\",\"BitcoinWSpectrum\",\"Muse\",\"Motion\",\"PlusOneCoin\",\"Axe\",\"Trivechain\",\"Dystem\",\"Giant\",\"Peony Coin\",\"Absolute Coin\",\"Vitae\",\"HexCoin\",\"TPCash\",\"Webchain\",\"Ryo\",\"Urals Coin\",\"Qwertycoin\",\"ARENON\",\"EUNO\",\"MMOCoin\",\"Ketan\",\"Project Pai\",\"XDNA\",\"PAXEX\",\"Azart\",\"ThunderStake\",\"Kcash\",\"Xchange\",\"Acute Angle Cloud\",\"CrypticCoin\",\"Bettex coin\",\"Actinium\",\"Bitcoin SV\",\"BitMoney\",\"Junson Ming Chan Coin\",\"FREDEnergy\",\"HerbCoin\",\"Universal Molecule\",\"Lithium\",\"PirateCash\",\"Exosis\",\"Block-Logic\",\"Oduwa\",\"Beam\",\"Galilel\",\"Bithereum\",\"Crypto Sports\",\"Credit\",\"SLICE\",\"Dash Platinum\",\"Nasdacoin\",\"Beetle Coin\",\"Titan Coin\",\"Award\",\"BLAST\",\"Bitcoin Rhodium\",\"GlobalToken\",\"Insane Coin\",\"ALAX\",\"LiteDoge\",\"SolarCoin\",\"TruckCoin\",\"UFO Coin\",\"OrangeCoin\",\"BlakeCoin\",\"BitstarCoin\",\"NeosCoin\",\"HyperCoin\",\"PinkCoin\",\"Crypto Escudo\",\"AudioCoin\",\"IncaKoin\",\"Piggy Coin\",\"Crown Coin\",\"Genstake\",\"SmileyCoin\",\"XiaoMiCoin\",\"Groestlcoin\",\"CapriCoin\",\" ClubCoin\",\"Radium\",\"Bata\",\"Pakcoin\",\"Creditbit \",\"OKCash\",\"Lisk\",\"HiCoin\",\"WhiteCoin\",\"FriendshipCoin\",\"JoinCoin\",\"Triangles Coin\",\"Vollar\",\"EOS\",\"Reality Clash\",\"Oxycoin\",\"TigerCash\",\"Waves\",\"Particl\",\"BitTorrent\",\"Nxt\",\"ZEPHYR\",\"Gapcoin\",\"Beldex\",\"Horizen\",\"BitcoinPlus\"],\"ProofType\":[\"PoW/PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoS\",\"PoW\",\"PoW/PoS\",\"PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoC\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoW\",\"PoW\",\"PoW\",\"PoS\",\"PoS/PoW/PoT\",\"PoW\",\"PoW\",\"PoW\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoS\",\"PoW\",\"PoW/PoS\",\"PoS\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoS\",\"PoW/PoS\",\"PoW\",\"PoS\",\"PoW\",\"PoS\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoST\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoS\",\"PoW\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoC\",\"PoS\",\"PoW\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoS\",\"PoW\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoW/nPoS\",\"PoW\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoS/PoW\",\"PoW\",\"PoW\",\"PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoW/PoS\",\"PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoS\",\"PoW/PoS\",\"PoC\",\"PoS\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoS\",\"PoW\",\"PoS\",\"dPoW/PoW\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoS\",\"PoW\",\"PoW/PoW\",\"PoW\",\"PoW/PoS\",\"PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoS\",\"PoS\",\"PoW/PoS\",\"PoS\",\"PoW/PoS\",\"PoW\",\"PoW\",\"DPoS\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoW/PoS\",\"PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW/PoS\",\"TPoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoS\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoS\",\"PoW/PoS \",\"PoW\",\"PoS\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoS\",\"PoW\",\"PoW/PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoS\",\"PoW/PoS\",\"PoW\",\"PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoS\",\"PoW/PoS\",\"PoW\",\"PoS\",\"PoW\",\"PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoS\",\"PoW\",\"PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoS\",\"Proof of Authority\",\"PoW\",\"PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoS\",\"PoS\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoS\",\"PoW\",\"PoW/PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoS\",\"PoW/PoS\",\"PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoW\",\"PoW/PoS\",\"DPoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoS\",\"PoS\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoS\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoW/PoS\",\"PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoS\",\"PoS\",\"PoW and PoS\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoW\",\"PoS\",\"POBh\",\"PoW + Hive\",\"PoW\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoA\",\"PoW/PoS\",\"PoW/PoS\",\"PoS\",\"PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoS\",\"PoW\",\"PoS\",\"PoS\",\"PoW/PoS\",\"DPoS\",\"PoW\",\"PoW/PoS\",\"PoS\",\"PoW\",\"PoS\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoS/PoW\",\"PoW\",\"PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoS\",\"HPoW\",\"PoS\",\"PoS\",\"PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoS\",\"PoW/PoS\",\"PoS\",\"PoW/PoS\",\"PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoW\",\"PoS\",\"PoW/PoS\",\"PoS\",\"PoS\",\"PoW\",\"PoW/PoS\",\"PoS\",\"PoW\",\"PoW/PoS\",\"Zero-Knowledge Proof\",\"PoW\",\"DPOS\",\"PoW\",\"PoS\",\"PoW\",\"PoW\",\"Pos\",\"PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoS\",\"PoW\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoS\",\"PoW/PoS\",\"PoW\",\"PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoW\",\"PoW/PoS\",\"DPoS\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoW/PoS\",\"PoS\",\"PoW\",\"PoW\",\"Proof of Trust\",\"PoW/PoS\",\"DPoS\",\"PoS\",\"PoW/PoS\",\"PoW/PoS\",\"PoW\",\"PoW/PoS\",\"PoW\",\"DPoS\",\"PoW\",\"DPoS\",\"PoS\",\"LPoS\",\"PoS\",\"DPoS\",\"PoS/LPoS\",\"DPoS\",\"PoW/PoS\",\"PoW\",\"PoW\",\"PoS\"],\"TotalCoinSupply\":[\"42\",\"532000000\",\"314159265359\",\"21000000\",\"0\",\"84000000\",\"22000000\",\"0\",\"210000000\",\"21000000\",\"3600570502\",\"21000000000\",\"22000000\",\"12500000\",\"21000000\",\"350000000\",\"20000000\",\"64000000\",\"16768584\",\"0\",\"2000000000\",\"384000000000\",\"169795588\",\"250000000\",\"100000000\",\"0\",\"247000000\",\"84000000\",\"48166000\",\"500000\",\"21000000 \",\"1000000\",\"13140000\",\"18000000\",\"40000000000\",\"4380000\",\"16555000000\",\"21000000000\",\"13500000000\",\"21000000 \",\"299792458\",\"32000000\",\"0\",\"0\",\"11235813\",\"336000000\",\"1420609614\",\"70000000\",\"72245700\",\"120000000\",\"0\",\"90600000000\",\"22000000\",\"21000000\",\"265420800\",\"20000000\",\"1350000\",\"100000000\",\"42000000\",\"200000000\",\"0\",\"10000000\",\"2419200000\",\"16180000\",\"0\",\"15000000000\",\"21000000\",\"337000000\",\"0\",\"3770000\",\"420000000\",\"98000000\",\"0\",\"21000000\",\"250000000\",\"51200000\",\"0\",\"1000\",\"888000000\",\"100000000\",\"47011968\",\"2300000000\",\"10000000\",\"42000000\",\"80000000\",\"250000\",\"0\",\"1600000000\",\"100000000\",\"23000000\",\"0\",\"84000000\",\"265420800\",\"5500000\",\"0\",\"45000000\",\"0\",\"1000000000\",\"184467440735\",\"10000000000\",\"2158812800\",\"500000000\",\"105120000\",\"68000000\",\"0\",\"1680000000\",\"0\",\"166386000\",\"12000000\",\"2628000\",\"500000000\",\"160000000\",\"0\",\"10000000\",\"1000000000\",\"1000000000\",\"20000000\",\"0\",\"0\",\"3371337\",\"20000000\",\"10000000000\",\"1840000000\",\"619478\",\"21000000\",\"92000000000\",\"0\",\"78000000\",\"33000000\",\"65789100\",\"53760000\",\"5060000\",\"21000000\",\"0\",\"210240000\",\"250000000\",\"100000000\",\"16906397\",\"50000000\",\"0\",\"1000000000\",\"26298000\",\"16000000\",\"21000000\",\"21000000\",\"210000000\",\"81962100\",\"22000000\",\"26550000000\",\"84000000\",\"10500000\",\"21626280000 \",\"0\",\"42000000\",\"221052632\",\"84000000\",\"30000000\",\"168351300\",\"24000000\",\"384000000\",\" 99000000000\",\"40000000\",\"2147483647\",\"20000000\",\"20000000\",\"25000000\",\"75000000\",\"222725000\",\"525000000\",\"90000000\",\"139000000\",\"616448\",\"33500000\",\"2000000000\",\"44333333\",\"100000000\",\"200000000\",\"25000000\",\"657000000\",\"200000000\",\"50000000\",\"90000000\",\"10000000\",\"21000000\",\"9736000\",\"3000000\",\"21000000\",\"1200000000\",\"0\",\"200000000\",\"0\",\"10638298\",\"3100000000\",\"30000000\",\"20000000000\",\"74000000\",\"0\",\"1500000000\",\"21400000\",\"39999898\",\"2500124\",\"100000000\",\"301000000\",\"7506000000\",\"26205539\",\"21000000\",\"125000000\",\"30000000\",\"10000000000\",\"500000000\",\"850000000\",\"3853326.77707314\",\"50000000\",\"38540000 \",\"42000000\",\"228000000\",\"20000000\",\"60000000\",\"20000000\",\"33000000\",\"76500000\",\"28000000\",\"650659833\",\"5000000\",\"21000000\",\"144000000\",\"32514916898\",\"13000000\",\"3315789\",\"15000000\",\"78835200\",\"2714286\",\"25000000\",\"9999999\",\"500000000\",\"21000000\",\"9354000\",\"20000000\",\"100000000000\",\"21933333\",\"185000000\",\"55000000\",\"110000000\",\"3360000\",\"14524851.4827\",\"1000000000\",\"17000000\",\"1000000000\",\"100000000 \",\"21000000\",\"34426423\",\"2232901\",\"100000000\",\"36900000\",\"110000000\",\"4000000000\",\"110290030\",\"100000000\",\"48252000\",\"400000000\",\"500000000\",\"21212121\",\"28600000\",\"1000000000\",\"75000000000\",\"40000000\",\"35520400\",\"2000000000\",\"2500000000\",\"30000000\",\"105000000\",\"90000000000\",\"200084200\",\"72000000\",\"100000000\",\"105000000\",\"50000000000\",\"0\",\"340282367\",\"30000000\",\"2000000000\",\"10000000\",\"100000000\",\"120000000\",\"100000000\",\"19276800\",\"30000000\",\" 75000000\",\"60000000\",\"18900000\",\"50000000000\",\"54000000\",\"18898187.6216583\",\"21000000\",\"200000000000\",\"5000000000\",\"137500000\",\"1100000000\",\"100000000\",\"21000000\",\"9507271\",\"17405891.19707116\",\"86712634466\",\"10500000000\",\"61599965\",\"0\",\"20000000\",\"84000000\",\"100000000\",\"100000000\",\"48252000\",\"4200000\",\"88888888\",\"91388946\",\"45000000000\",\"27000000\",\"21000000000\",\"400000000\",\"1800000000\",\"15733333\",\"27000000\",\"24000000\",\"21000000\",\"25000000000\",\"100000000\",\"1200000000\",\"60000000\",\"156306732.71\",\"21000000\",\"200000000\",\"100000000\",\"21000000\",\"14788275.991\",\"9000000000\",\"350000000\",\"45000000\",\"280000000\",\"31800000\",\"144000000\",\"500000000\",\"30000000000\",\"210000000\",\"660000000\",\"210000000\",\"85000000000\",\"12500000\",\"10000000000\",\"27716121\",\"20000000\",\"550000000\",\"999481516\",\"50000000000\",\"150000000\",\"4999999999\",\"50000000\",\" 90000000000\",\"19800000\",\"21000000\",\"120000000\",\"500000000\",\"64000000\",\"900000000\",\"4000000\",\"21000000\",\"23000000\",\"20166000\",\"23000000\",\"25000000\",\"1618033\",\"30000000\",\"1000000000000\",\"16600000\",\"232000000\",\"336000000\",\"10000000000\",\"100000000\",\"1100000000\",\"800000000\",\"5200000000\",\"840000000\",\"40000000\",\"18406979840\",\"500000000\",\"19340594\",\"252460800\",\"25000000\",\"60000000\",\"124000000\",\"1000000000\",\"6500000000\",\"1000000000\",\"21000000\",\"25000000\",\"50000000\",\"3000000\",\"5000000\",\"70000000\",\"500000000\",\"300000000\",\"21000000\",\"88000000\",\"30000000\",\"100000000\",\"100000000\",\"200000000\",\"80000000\",\"18400000\",\"45000000\",\"5121951220\",\"21000000\",\"26280000\",\"21000000\",\"18000000\",\"26000000\",\"10500000\",\"600000518\",\"150000000\",\"184000000000\",\"10200000000\",\"44000000\",\"168000000\",\"100000000\",\"1000000000\",\"84000000\",\"90000000\",\"92000000000\",\"650000000 \",\"100262205\",\"18081806 \",\"22075700\",\"21000000\",\"21000000\",\"82546564\",\"21000000\",\"5151000\",\"16880000000\",\"52500000\",\"100000000\",\"22105263\",\"1000000000\",\"1750000000\",\"88188888\",\"210000000\",\"184470000000\",\"55000000\",\"50000000\",\"260000000\",\"210000000\",\"2100000000\",\"366000000\",\"100000000\",\"25000000\",\"18000000000\",\"1000000000\",\"100000000\",\"1000000000\",\"7600000000\",\"50000000\",\"84000000\",\"21000000\",\"70000000000\",\"0\",\"8080000000\",\"54000000\",\"105120001.44\",\"25228800\",\"105000000\",\"21000000\",\"120000000\",\"21000000\",\"262800000\",\"19035999\",\"30886000\",\"13370000\",\"74800000000\",\"100000000\",\"19700000\",\"84000000\",\"500000000\",\"5000000000\",\"420000000\",\"64000000\",\"2100000\",\"168000000\",\"30000000\",\"1000000000\",\"35000000000\",\"98100000000\",\"0\",\"4000000000\",\"200000000\",\"7000000000\",\"54256119\",\"21000000\",\"0\",\"500000000\",\"1000000000\",\"10500000000\",\"190000000\",\"1000000000\",\"42000000\",\"15000000\",\"50000000000\",\"400000000\",\"105000000\",\"208000000\",\"160000000\",\"9000000\",\"5000000\",\"182000000\",\"16504333\",\"105000000\",\"159918400\",\"10008835635\",\"300000000\",\"60168145\",\"2800000\",\"120000\",\"2100000000\",\"0\",\"24487944\",\"0\",\"1000000000\",\"100000000\",\"8634140\",\"990000000000\",\"1000000000\",\"2000000000\",\"250000000\",\"1400222610\",\"21000000\",\"1000000\"],\"TotalCoinsMined\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[532]}},\"selected\":{\"id\":\"1244\"},\"selection_policy\":{\"id\":\"1278\"}},\"id\":\"1243\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1243\"}},\"id\":\"1277\",\"type\":\"CDSView\"},{\"attributes\":{\"editor\":{\"id\":\"1266\"},\"field\":\"TotalCoinsMined\",\"formatter\":{\"id\":\"1265\"},\"title\":\"TotalCoinsMined\"},\"id\":\"1267\",\"type\":\"TableColumn\"},{\"attributes\":{},\"id\":\"1256\",\"type\":\"StringEditor\"},{\"attributes\":{\"editor\":{\"id\":\"1251\"},\"field\":\"Algorithm\",\"formatter\":{\"id\":\"1250\"},\"title\":\"Algorithm\"},\"id\":\"1252\",\"type\":\"TableColumn\"},{\"attributes\":{},\"id\":\"1245\",\"type\":\"StringFormatter\"},{\"attributes\":{},\"id\":\"1255\",\"type\":\"StringFormatter\"},{\"attributes\":{},\"id\":\"1278\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"columns\":[{\"id\":\"1247\"},{\"id\":\"1252\"},{\"id\":\"1257\"},{\"id\":\"1262\"},{\"id\":\"1267\"},{\"id\":\"1272\"}],\"height\":300,\"reorderable\":false,\"source\":{\"id\":\"1243\"},\"view\":{\"id\":\"1277\"},\"width\":700},\"id\":\"1275\",\"type\":\"DataTable\"},{\"attributes\":{},\"id\":\"1260\",\"type\":\"StringFormatter\"},{\"attributes\":{\"margin\":[5,5,5,5],\"name\":\"HSpacer02025\",\"sizing_mode\":\"stretch_width\"},\"id\":\"1282\",\"type\":\"Spacer\"},{\"attributes\":{},\"id\":\"1244\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1261\",\"type\":\"StringEditor\"},{\"attributes\":{\"editor\":{\"id\":\"1256\"},\"field\":\"ProofType\",\"formatter\":{\"id\":\"1255\"},\"title\":\"ProofType\"},\"id\":\"1257\",\"type\":\"TableColumn\"}],\"root_ids\":[\"1241\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.2\"}};\n",
       "    var render_items = [{\"docid\":\"49938a1d-be16-485a-912d-9b614b1929f4\",\"root_ids\":[\"1241\"],\"roots\":{\"1241\":\"f82a2b47-af37-496e-91a4-2728f03ff59a\"}}];\n",
       "    root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "  }\n",
       "  if (root.Bokeh !== undefined && root.Bokeh.Panel !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined && root.Bokeh.Panel !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else if (document.readyState == \"complete\") {\n",
       "        attempts++;\n",
       "        if (attempts > 200) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 25, root)\n",
       "  }\n",
       "})(window);</script>"
      ],
      "text/plain": [
       ":Table   [CoinName,Algorithm,ProofType,TotalCoinSupply,TotalCoinsMined,Class]"
      ]
     },
     "execution_count": 48,
     "metadata": {
      "application/vnd.holoviews_exec.v0+json": {
       "id": "1241"
      }
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Create a table with tradable cryptocurrencies.\n",
    "columns = ['CoinName', 'Algorithm', 'ProofType', 'TotalCoinSupply',\n",
    "          'TotalCoinsMined', 'Class']\n",
    "clustered_df.hvplot.table(columns, sortable=True, selectable=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "There are 532 tradable cryptocurrencies.\n"
     ]
    }
   ],
   "source": [
    "# Print the total number of tradable cryptocurrencies.\n",
    "print(f'There are {len(clustered_df)} tradable cryptocurrencies.')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[4.20000000e-11, 0.00000000e+00],\n",
       "       [5.32000000e-04, 1.06585544e-03],\n",
       "       [3.14159265e-01, 2.95755135e-02],\n",
       "       ...,\n",
       "       [1.40022261e-03, 9.90135079e-04],\n",
       "       [2.10000000e-05, 7.37028150e-06],\n",
       "       [1.00000000e-06, 1.29582282e-07]])"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Scaling data to create the scatter plot with tradable cryptocurrencies.\n",
    "X_cluster = clustered_df[['TotalCoinSupply', 'TotalCoinsMined']].copy()\n",
    "X_cluster_scaled = MinMaxScaler().fit_transform(X_cluster)\n",
    "X_cluster_scaled"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "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>TotalCoinSupply</th>\n",
       "      <th>TotalCoinsMined</th>\n",
       "      <th>CoinName</th>\n",
       "      <th>Class</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>4.200000e-11</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>42 Coin</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>404</th>\n",
       "      <td>5.320000e-04</td>\n",
       "      <td>0.001066</td>\n",
       "      <td>404Coin</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1337</th>\n",
       "      <td>3.141593e-01</td>\n",
       "      <td>0.029576</td>\n",
       "      <td>EliteCoin</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>BTC</th>\n",
       "      <td>2.100000e-05</td>\n",
       "      <td>0.000018</td>\n",
       "      <td>Bitcoin</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ETH</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000109</td>\n",
       "      <td>Ethereum</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>LTC</th>\n",
       "      <td>8.400000e-05</td>\n",
       "      <td>0.000064</td>\n",
       "      <td>Litecoin</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>DASH</th>\n",
       "      <td>2.200000e-05</td>\n",
       "      <td>0.000009</td>\n",
       "      <td>Dash</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>XMR</th>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000017</td>\n",
       "      <td>Monero</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ETC</th>\n",
       "      <td>2.100000e-04</td>\n",
       "      <td>0.000115</td>\n",
       "      <td>Ethereum Classic</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>ZEC</th>\n",
       "      <td>2.100000e-05</td>\n",
       "      <td>0.000007</td>\n",
       "      <td>ZCash</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "      TotalCoinSupply  TotalCoinsMined          CoinName  Class\n",
       "42       4.200000e-11         0.000000           42 Coin      0\n",
       "404      5.320000e-04         0.001066           404Coin      0\n",
       "1337     3.141593e-01         0.029576         EliteCoin      0\n",
       "BTC      2.100000e-05         0.000018           Bitcoin      1\n",
       "ETH      0.000000e+00         0.000109          Ethereum      1\n",
       "LTC      8.400000e-05         0.000064          Litecoin      1\n",
       "DASH     2.200000e-05         0.000009              Dash      0\n",
       "XMR      0.000000e+00         0.000017            Monero      1\n",
       "ETC      2.100000e-04         0.000115  Ethereum Classic      1\n",
       "ZEC      2.100000e-05         0.000007             ZCash      1"
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Create a new DataFrame that has the scaled data with the clustered_df DataFrame index.\n",
    "plot_df = pd.DataFrame(X_cluster_scaled, columns=['TotalCoinSupply', 'TotalCoinsMined'],\n",
    "                      index=clustered_df.index)\n",
    "\n",
    "# Add the \"CoinName\" column from the clustered_df DataFrame to the new DataFrame.\n",
    "plot_df['CoinName'] = clustered_df.CoinName\n",
    "\n",
    "# Add the \"Class\" column from the clustered_df DataFrame to the new DataFrame. \n",
    "plot_df['Class'] = clustered_df.Class\n",
    "\n",
    "plot_df.head(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING:param.main: hover_cals option not found for scatter plot; similar options include: ['hover_color', 'hover_alpha', 'hover_line_alpha']\n"
     ]
    },
    {
     "data": {},
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.holoviews_exec.v0+json": "",
      "text/html": [
       "<div id='1294'>\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "  <div class=\"bk-root\" id=\"284705a3-069c-4556-bb92-11ebafa15b9e\" data-root-id=\"1294\"></div>\n",
       "</div>\n",
       "<script type=\"application/javascript\">(function(root) {\n",
       "  function embed_document(root) {\n",
       "    var docs_json = {\"da1776fd-6dd4-4eb8-be44-184c0241eaab\":{\"defs\":[{\"extends\":null,\"module\":null,\"name\":\"ReactiveHTML1\",\"overrides\":[],\"properties\":[]},{\"extends\":null,\"module\":null,\"name\":\"FlexBox1\",\"overrides\":[],\"properties\":[{\"default\":\"flex-start\",\"kind\":null,\"name\":\"align_content\"},{\"default\":\"flex-start\",\"kind\":null,\"name\":\"align_items\"},{\"default\":\"row\",\"kind\":null,\"name\":\"flex_direction\"},{\"default\":\"wrap\",\"kind\":null,\"name\":\"flex_wrap\"},{\"default\":\"flex-start\",\"kind\":null,\"name\":\"justify_content\"}]},{\"extends\":null,\"module\":null,\"name\":\"GridStack1\",\"overrides\":[],\"properties\":[{\"default\":\"warn\",\"kind\":null,\"name\":\"mode\"},{\"default\":null,\"kind\":null,\"name\":\"ncols\"},{\"default\":null,\"kind\":null,\"name\":\"nrows\"},{\"default\":true,\"kind\":null,\"name\":\"allow_resize\"},{\"default\":true,\"kind\":null,\"name\":\"allow_drag\"},{\"default\":[],\"kind\":null,\"name\":\"state\"}]},{\"extends\":null,\"module\":null,\"name\":\"click1\",\"overrides\":[],\"properties\":[{\"default\":\"\",\"kind\":null,\"name\":\"terminal_output\"},{\"default\":\"\",\"kind\":null,\"name\":\"debug_name\"},{\"default\":0,\"kind\":null,\"name\":\"clears\"}]},{\"extends\":null,\"module\":null,\"name\":\"TemplateActions1\",\"overrides\":[],\"properties\":[{\"default\":0,\"kind\":null,\"name\":\"open_modal\"},{\"default\":0,\"kind\":null,\"name\":\"close_modal\"}]},{\"extends\":null,\"module\":null,\"name\":\"MaterialTemplateActions1\",\"overrides\":[],\"properties\":[{\"default\":0,\"kind\":null,\"name\":\"open_modal\"},{\"default\":0,\"kind\":null,\"name\":\"close_modal\"}]}],\"roots\":{\"references\":[{\"attributes\":{},\"id\":\"1316\",\"type\":\"BasicTicker\"},{\"attributes\":{\"axis\":{\"id\":\"1311\"},\"coordinates\":null,\"grid_line_color\":null,\"group\":null,\"ticker\":null},\"id\":\"1314\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1312\",\"type\":\"BasicTicker\"},{\"attributes\":{\"axis_label\":\"TotalCoinSupply\",\"coordinates\":null,\"formatter\":{\"id\":\"1336\"},\"group\":null,\"major_label_policy\":{\"id\":\"1337\"},\"ticker\":{\"id\":\"1316\"}},\"id\":\"1315\",\"type\":\"LinearAxis\"},{\"attributes\":{\"axis_label\":\"TotalCoinsMined\",\"coordinates\":null,\"formatter\":{\"id\":\"1333\"},\"group\":null,\"major_label_policy\":{\"id\":\"1334\"},\"ticker\":{\"id\":\"1312\"}},\"id\":\"1311\",\"type\":\"LinearAxis\"},{\"attributes\":{\"margin\":[5,5,5,5],\"name\":\"HSpacer02215\",\"sizing_mode\":\"stretch_width\"},\"id\":\"1575\",\"type\":\"Spacer\"},{\"attributes\":{\"axis\":{\"id\":\"1315\"},\"coordinates\":null,\"dimension\":1,\"grid_line_color\":null,\"group\":null,\"ticker\":null},\"id\":\"1318\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1426\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"label\":{\"value\":\"3\"},\"renderers\":[{\"id\":\"1411\"}]},\"id\":\"1429\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"1405\"}},\"id\":\"1412\",\"type\":\"CDSView\"},{\"attributes\":{\"below\":[{\"id\":\"1311\"}],\"center\":[{\"id\":\"1314\"},{\"id\":\"1318\"}],\"height\":300,\"left\":[{\"id\":\"1315\"}],\"margin\":[5,5,5,5],\"min_border_bottom\":10,\"min_border_left\":10,\"min_border_right\":10,\"min_border_top\":10,\"renderers\":[{\"id\":\"1344\"},{\"id\":\"1365\"},{\"id\":\"1387\"},{\"id\":\"1411\"}],\"right\":[{\"id\":\"1356\"}],\"sizing_mode\":\"fixed\",\"title\":{\"id\":\"1303\"},\"toolbar\":{\"id\":\"1325\"},\"width\":700,\"x_range\":{\"id\":\"1296\"},\"x_scale\":{\"id\":\"1307\"},\"y_range\":{\"id\":\"1297\"},\"y_scale\":{\"id\":\"1309\"}},\"id\":\"1302\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"angle\":{\"value\":0.0},\"fill_alpha\":{\"value\":1.0},\"fill_color\":{\"value\":\"#6d904f\"},\"hatch_alpha\":{\"value\":1.0},\"hatch_color\":{\"value\":\"#6d904f\"},\"hatch_scale\":{\"value\":12.0},\"hatch_weight\":{\"value\":1.0},\"line_alpha\":{\"value\":1.0},\"line_cap\":{\"value\":\"butt\"},\"line_color\":{\"value\":\"#6d904f\"},\"line_dash\":{\"value\":[]},\"line_dash_offset\":{\"value\":0},\"line_join\":{\"value\":\"bevel\"},\"line_width\":{\"value\":1},\"marker\":{\"value\":\"circle\"},\"size\":{\"value\":5.477225575051661},\"x\":{\"field\":\"TotalCoinsMined\"},\"y\":{\"field\":\"TotalCoinSupply\"}},\"id\":\"1430\",\"type\":\"Scatter\"},{\"attributes\":{},\"id\":\"1382\",\"type\":\"Selection\"},{\"attributes\":{\"tools\":[{\"id\":\"1298\"},{\"id\":\"1319\"},{\"id\":\"1320\"},{\"id\":\"1321\"},{\"id\":\"1322\"},{\"id\":\"1323\"}]},\"id\":\"1325\",\"type\":\"Toolbar\"},{\"attributes\":{\"label\":{\"value\":\"2\"},\"renderers\":[{\"id\":\"1387\"}]},\"id\":\"1403\",\"type\":\"LegendItem\"},{\"attributes\":{\"data\":{\"Class\":[2],\"TotalCoinSupply\":{\"__ndarray__\":\"rkfhehSu7z8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1]},\"TotalCoinsMined\":{\"__ndarray__\":\"AAAAAAAA8D8=\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[1]}},\"selected\":{\"id\":\"1382\"},\"selection_policy\":{\"id\":\"1400\"}},\"id\":\"1381\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1324\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"angle\":{\"value\":0.0},\"fill_alpha\":{\"value\":1.0},\"fill_color\":{\"value\":\"#30a2da\"},\"hatch_alpha\":{\"value\":1.0},\"hatch_color\":{\"value\":\"#30a2da\"},\"hatch_scale\":{\"value\":12.0},\"hatch_weight\":{\"value\":1.0},\"line_alpha\":{\"value\":1.0},\"line_cap\":{\"value\":\"butt\"},\"line_color\":{\"value\":\"#30a2da\"},\"line_dash\":{\"value\":[]},\"line_dash_offset\":{\"value\":0},\"line_join\":{\"value\":\"bevel\"},\"line_width\":{\"value\":1},\"marker\":{\"value\":\"circle\"},\"size\":{\"value\":5.477225575051661},\"x\":{\"field\":\"TotalCoinsMined\"},\"y\":{\"field\":\"TotalCoinSupply\"}},\"id\":\"1358\",\"type\":\"Scatter\"},{\"attributes\":{},\"id\":\"1319\",\"type\":\"SaveTool\"},{\"attributes\":{\"angle\":{\"value\":0.0},\"fill_alpha\":{\"value\":1.0},\"fill_color\":{\"value\":\"#e5ae38\"},\"hatch_alpha\":{\"value\":1.0},\"hatch_color\":{\"value\":\"#e5ae38\"},\"hatch_scale\":{\"value\":12.0},\"hatch_weight\":{\"value\":1.0},\"line_alpha\":{\"value\":1.0},\"line_cap\":{\"value\":\"butt\"},\"line_color\":{\"value\":\"#e5ae38\"},\"line_dash\":{\"value\":[]},\"line_dash_offset\":{\"value\":0},\"line_join\":{\"value\":\"bevel\"},\"line_width\":{\"value\":1},\"marker\":{\"value\":\"circle\"},\"size\":{\"value\":5.477225575051661},\"x\":{\"field\":\"TotalCoinsMined\"},\"y\":{\"field\":\"TotalCoinSupply\"}},\"id\":\"1404\",\"type\":\"Scatter\"},{\"attributes\":{},\"id\":\"1320\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"1376\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1359\"},\"glyph\":{\"id\":\"1362\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1364\"},\"nonselection_glyph\":{\"id\":\"1363\"},\"selection_glyph\":{\"id\":\"1380\"},\"view\":{\"id\":\"1366\"}},\"id\":\"1365\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1323\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"1321\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"fill_color\":{\"value\":\"#e5ae38\"},\"hatch_color\":{\"value\":\"#e5ae38\"},\"line_color\":{\"value\":\"#e5ae38\"},\"size\":{\"value\":5.477225575051661},\"x\":{\"field\":\"TotalCoinsMined\"},\"y\":{\"field\":\"TotalCoinSupply\"}},\"id\":\"1384\",\"type\":\"Scatter\"},{\"attributes\":{\"overlay\":{\"id\":\"1324\"}},\"id\":\"1322\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"label\":{\"value\":\"0\"},\"renderers\":[{\"id\":\"1344\"}]},\"id\":\"1357\",\"type\":\"LegendItem\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#e5ae38\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"#e5ae38\"},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"#e5ae38\"},\"size\":{\"value\":5.477225575051661},\"x\":{\"field\":\"TotalCoinsMined\"},\"y\":{\"field\":\"TotalCoinSupply\"}},\"id\":\"1386\",\"type\":\"Scatter\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#6d904f\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"#6d904f\"},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"#6d904f\"},\"size\":{\"value\":5.477225575051661},\"x\":{\"field\":\"TotalCoinsMined\"},\"y\":{\"field\":\"TotalCoinSupply\"}},\"id\":\"1410\",\"type\":\"Scatter\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#e5ae38\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"#e5ae38\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#e5ae38\"},\"size\":{\"value\":5.477225575051661},\"x\":{\"field\":\"TotalCoinsMined\"},\"y\":{\"field\":\"TotalCoinSupply\"}},\"id\":\"1385\",\"type\":\"Scatter\"},{\"attributes\":{},\"id\":\"1336\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"fill_color\":{\"value\":\"#30a2da\"},\"hatch_color\":{\"value\":\"#30a2da\"},\"line_color\":{\"value\":\"#30a2da\"},\"size\":{\"value\":5.477225575051661},\"x\":{\"field\":\"TotalCoinsMined\"},\"y\":{\"field\":\"TotalCoinSupply\"}},\"id\":\"1341\",\"type\":\"Scatter\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#fc4f30\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"#fc4f30\"},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"#fc4f30\"},\"size\":{\"value\":5.477225575051661},\"x\":{\"field\":\"TotalCoinsMined\"},\"y\":{\"field\":\"TotalCoinSupply\"}},\"id\":\"1364\",\"type\":\"Scatter\"},{\"attributes\":{\"end\":1.042857142857143,\"reset_end\":1.042857142857143,\"reset_start\":-0.04285714285714286,\"start\":-0.04285714285714286,\"tags\":[[[\"TotalCoinsMined\",\"TotalCoinsMined\",null]]]},\"id\":\"1296\",\"type\":\"Range1d\"},{\"attributes\":{},\"id\":\"1400\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"angle\":{\"value\":0.0},\"fill_alpha\":{\"value\":1.0},\"fill_color\":{\"value\":\"#fc4f30\"},\"hatch_alpha\":{\"value\":1.0},\"hatch_color\":{\"value\":\"#fc4f30\"},\"hatch_scale\":{\"value\":12.0},\"hatch_weight\":{\"value\":1.0},\"line_alpha\":{\"value\":1.0},\"line_cap\":{\"value\":\"butt\"},\"line_color\":{\"value\":\"#fc4f30\"},\"line_dash\":{\"value\":[]},\"line_dash_offset\":{\"value\":0},\"line_join\":{\"value\":\"bevel\"},\"line_width\":{\"value\":1},\"marker\":{\"value\":\"circle\"},\"size\":{\"value\":5.477225575051661},\"x\":{\"field\":\"TotalCoinsMined\"},\"y\":{\"field\":\"TotalCoinSupply\"}},\"id\":\"1380\",\"type\":\"Scatter\"},{\"attributes\":{},\"id\":\"1353\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"label\":{\"value\":\"1\"},\"renderers\":[{\"id\":\"1365\"}]},\"id\":\"1379\",\"type\":\"LegendItem\"},{\"attributes\":{\"source\":{\"id\":\"1359\"}},\"id\":\"1366\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#6d904f\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"#6d904f\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#6d904f\"},\"size\":{\"value\":5.477225575051661},\"x\":{\"field\":\"TotalCoinsMined\"},\"y\":{\"field\":\"TotalCoinSupply\"}},\"id\":\"1409\",\"type\":\"Scatter\"},{\"attributes\":{},\"id\":\"1333\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"1360\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1338\"},\"glyph\":{\"id\":\"1341\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1343\"},\"nonselection_glyph\":{\"id\":\"1342\"},\"selection_glyph\":{\"id\":\"1358\"},\"view\":{\"id\":\"1345\"}},\"id\":\"1344\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"children\":[{\"id\":\"1295\"},{\"id\":\"1302\"},{\"id\":\"1575\"}],\"margin\":[0,0,0,0],\"name\":\"Row02210\",\"tags\":[\"embedded\"]},\"id\":\"1294\",\"type\":\"Row\"},{\"attributes\":{\"source\":{\"id\":\"1338\"}},\"id\":\"1345\",\"type\":\"CDSView\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1381\"},\"glyph\":{\"id\":\"1384\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1386\"},\"nonselection_glyph\":{\"id\":\"1385\"},\"selection_glyph\":{\"id\":\"1404\"},\"view\":{\"id\":\"1388\"}},\"id\":\"1387\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1405\"},\"glyph\":{\"id\":\"1408\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1410\"},\"nonselection_glyph\":{\"id\":\"1409\"},\"selection_glyph\":{\"id\":\"1430\"},\"view\":{\"id\":\"1412\"}},\"id\":\"1411\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"click_policy\":\"mute\",\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"1357\"},{\"id\":\"1379\"},{\"id\":\"1403\"},{\"id\":\"1429\"}],\"location\":[0,0],\"title\":\"Class\"},\"id\":\"1356\",\"type\":\"Legend\"},{\"attributes\":{\"data\":{\"Class\":[3,3,3,3,3],\"TotalCoinSupply\":{\"__ndarray__\":\"lPYGX5hMdT+8eapDboZLP4RaKOGWizA//Knx0k1iUD8sQxzr4jYaPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[5]},\"TotalCoinsMined\":{\"__ndarray__\":\"j1gNkdpTXT+QpMXySiFFP5wZJXiPEis/ekNDBbiMUD/7RX5gv3oaPw==\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[5]}},\"selected\":{\"id\":\"1406\"},\"selection_policy\":{\"id\":\"1426\"}},\"id\":\"1405\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"renderers\":[{\"id\":\"1344\"},{\"id\":\"1365\"},{\"id\":\"1387\"},{\"id\":\"1411\"}],\"tags\":[\"hv_created\"],\"tooltips\":[[\"Class\",\"@{Class}\"],[\"TotalCoinsMined\",\"@{TotalCoinsMined}\"],[\"TotalCoinSupply\",\"@{TotalCoinSupply}\"]]},\"id\":\"1298\",\"type\":\"HoverTool\"},{\"attributes\":{\"margin\":[5,5,5,5],\"name\":\"HSpacer02214\",\"sizing_mode\":\"stretch_width\"},\"id\":\"1295\",\"type\":\"Spacer\"},{\"attributes\":{\"end\":1.1,\"reset_end\":1.1,\"reset_start\":-0.1,\"start\":-0.1,\"tags\":[[[\"TotalCoinSupply\",\"TotalCoinSupply\",null]]]},\"id\":\"1297\",\"type\":\"Range1d\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#fc4f30\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"#fc4f30\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#fc4f30\"},\"size\":{\"value\":5.477225575051661},\"x\":{\"field\":\"TotalCoinsMined\"},\"y\":{\"field\":\"TotalCoinSupply\"}},\"id\":\"1363\",\"type\":\"Scatter\"},{\"attributes\":{},\"id\":\"1337\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"1334\",\"type\":\"AllLabels\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#30a2da\"},\"hatch_alpha\":{\"value\":0.2},\"hatch_color\":{\"value\":\"#30a2da\"},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"#30a2da\"},\"size\":{\"value\":5.477225575051661},\"x\":{\"field\":\"TotalCoinsMined\"},\"y\":{\"field\":\"TotalCoinSupply\"}},\"id\":\"1343\",\"type\":\"Scatter\"},{\"attributes\":{},\"id\":\"1406\",\"type\":\"Selection\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text_color\":\"black\",\"text_font_size\":\"12pt\"},\"id\":\"1303\",\"type\":\"Title\"},{\"attributes\":{\"data\":{\"Class\":[1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1],\"TotalCoinSupply\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[238]},\"TotalCoinsMined\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[238]}},\"selected\":{\"id\":\"1360\"},\"selection_policy\":{\"id\":\"1376\"}},\"id\":\"1359\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_color\":{\"value\":\"#6d904f\"},\"hatch_color\":{\"value\":\"#6d904f\"},\"line_color\":{\"value\":\"#6d904f\"},\"size\":{\"value\":5.477225575051661},\"x\":{\"field\":\"TotalCoinsMined\"},\"y\":{\"field\":\"TotalCoinSupply\"}},\"id\":\"1408\",\"type\":\"Scatter\"},{\"attributes\":{},\"id\":\"1339\",\"type\":\"Selection\"},{\"attributes\":{\"fill_color\":{\"value\":\"#fc4f30\"},\"hatch_color\":{\"value\":\"#fc4f30\"},\"line_color\":{\"value\":\"#fc4f30\"},\"size\":{\"value\":5.477225575051661},\"x\":{\"field\":\"TotalCoinsMined\"},\"y\":{\"field\":\"TotalCoinSupply\"}},\"id\":\"1362\",\"type\":\"Scatter\"},{\"attributes\":{\"data\":{\"Class\":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],\"TotalCoinSupply\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[288]},\"TotalCoinsMined\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[288]}},\"selected\":{\"id\":\"1339\"},\"selection_policy\":{\"id\":\"1353\"}},\"id\":\"1338\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1309\",\"type\":\"LinearScale\"},{\"attributes\":{\"source\":{\"id\":\"1381\"}},\"id\":\"1388\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#30a2da\"},\"hatch_alpha\":{\"value\":0.1},\"hatch_color\":{\"value\":\"#30a2da\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#30a2da\"},\"size\":{\"value\":5.477225575051661},\"x\":{\"field\":\"TotalCoinsMined\"},\"y\":{\"field\":\"TotalCoinSupply\"}},\"id\":\"1342\",\"type\":\"Scatter\"},{\"attributes\":{},\"id\":\"1307\",\"type\":\"LinearScale\"}],\"root_ids\":[\"1294\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.2\"}};\n",
       "    var render_items = [{\"docid\":\"da1776fd-6dd4-4eb8-be44-184c0241eaab\",\"root_ids\":[\"1294\"],\"roots\":{\"1294\":\"284705a3-069c-4556-bb92-11ebafa15b9e\"}}];\n",
       "    root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "  }\n",
       "  if (root.Bokeh !== undefined && root.Bokeh.Panel !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined && root.Bokeh.Panel !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else if (document.readyState == \"complete\") {\n",
       "        attempts++;\n",
       "        if (attempts > 200) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 25, root)\n",
       "  }\n",
       "})(window);</script>"
      ],
      "text/plain": [
       ":NdOverlay   [Class]\n",
       "   :Scatter   [TotalCoinsMined]   (TotalCoinSupply)"
      ]
     },
     "execution_count": 53,
     "metadata": {
      "application/vnd.holoviews_exec.v0+json": {
       "id": "1294"
      }
     },
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Create a hvplot.scatter plot using x=\"TotalCoinsMined\" and y=\"TotalCoinSupply\".\n",
    "plot_df.hvplot.scatter(\n",
    "    x='TotalCoinsMined',\n",
    "    y='TotalCoinSupply',\n",
    "    hover_cals='CoinName',\n",
    "    by='Class'\n",
    ")"
   ]
  }
 ],
 "metadata": {
  "file_extension": ".py",
  "kernelspec": {
   "display_name": "mlenv",
   "language": "python",
   "name": "mlenv"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.13"
  },
  "latex_envs": {
   "LaTeX_envs_menu_present": true,
   "autoclose": false,
   "autocomplete": true,
   "bibliofile": "biblio.bib",
   "cite_by": "apalike",
   "current_citInitial": 1,
   "eqLabelWithNumbers": true,
   "eqNumInitial": 1,
   "hotkeys": {
    "equation": "Ctrl-E",
    "itemize": "Ctrl-I"
   },
   "labels_anchors": false,
   "latex_user_defs": false,
   "report_style_numbering": false,
   "user_envs_cfg": false
  },
  "mimetype": "text/x-python",
  "name": "python",
  "npconvert_exporter": "python",
  "pygments_lexer": "ipython3",
  "version": 3
 },
 "nbformat": 4,
 "nbformat_minor": 2
}