Calculator.ipynb

{
 "metadata": {
  "name": "",
  "signature": "sha256:372a6be5153606b66810a6d68996f1918c87b7ca31fdd682ac7f616862736353"
 },
 "nbformat": 3,
 "nbformat_minor": 0,
 "worksheets": [
  {
   "cells": [
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "# Boom Beach helper notebook\n",
      "\n",
      "[boom beach wiki](http://boombeach.wikia.com/wiki/Boom_Beach_Wiki)"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "%load_ext autoreload\n",
      "%autoreload 2\n",
      "from boom_func import *\n",
      "import pandas as pd\n",
      "from ipywidgets import StaticInteract, RangeWidget, RadioWidget\n",
      "import json"
     ],
     "language": "python",
     "metadata": {
      "run_control": {
       "breakpoint": false
      }
     },
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "The autoreload extension is already loaded. To reload it, use:\n",
        "  %reload_ext autoreload\n"
       ]
      }
     ],
     "prompt_number": 17
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "# Building cost calculator\n",
      "\n",
      "How much resources are you missing?"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "goal = build_cost(\"Vault\", 17)\n",
      "# Boats (wood,stone,iron):\n",
      "op = [0,10000,0]\n",
      "vp = [30300,203000,140000]\n",
      "sub = [100000,0,0]\n",
      "# Storage:\n",
      "st = [1410000,1109000,536000]\n",
      "\n",
      "resources(goal, st, op,vp,sub)\n"
     ],
     "language": "python",
     "metadata": {
      "run_control": {
       "breakpoint": false
      }
     },
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "               Missing                Operation Victory\n",
        "     9,700 ;    291,000 ;    394,000     Stone    Wood\n",
        "    40,000 ;     88,000 ;    394,000     Stone   Stone\n",
        "    40,000 ;    291,000 ;    254,000     Stone    Iron\n",
        "    40,000 ;    291,000 ;    394,000     Stone       -\n",
        "     9,700 ;    301,000 ;    394,000         -    Wood\n",
        "    40,000 ;     98,000 ;    394,000         -   Stone\n",
        "    40,000 ;    301,000 ;    254,000         -    Iron\n",
        "    40,000 ;    301,000 ;    394,000         -       -\n"
       ]
      }
     ],
     "prompt_number": 28
    },
    {
     "cell_type": "markdown",
     "metadata": {},
     "source": [
      "# Gunboat energy usage"
     ]
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "def summary(arty_lvl,barr_lvl):\n",
      "    return \"Arty: {0}, Barr: {1}\\n\".format(arty_lvl,barr_lvl) + firing_sequence(arty_lvl,barr_lvl).to_html()\n",
      "\n",
      "StaticInteract(summary, arty_lvl=RangeWidget(1, 20, 1), barr_lvl=RangeWidget(1, 16, 1))"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "html": [
        "\n",
        "    <script type=\"text/javascript\">\n",
        "      var mergeNodes = function(a, b) {\n",
        "        return [].slice.call(a).concat([].slice.call(b));\n",
        "      }; // http://stackoverflow.com/questions/914783/javascript-nodelist/17262552#17262552\n",
        "      function interactUpdate(div){\n",
        "         var outputs = div.getElementsByTagName(\"div\");\n",
        "         //var controls = div.getElementsByTagName(\"input\");\n",
        "         var controls = mergeNodes(div.getElementsByTagName(\"input\"), div.getElementsByTagName(\"select\"));\n",
        "         function nameCompare(a,b) {\n",
        "            return a.getAttribute(\"name\").localeCompare(b.getAttribute(\"name\"));\n",
        "         }\n",
        "         controls.sort(nameCompare);\n",
        "\n",
        "         var value = \"\";\n",
        "         for(i=0; i<controls.length; i++){\n",
        "           if((controls[i].type == \"range\") || controls[i].checked){\n",
        "             value = value + controls[i].getAttribute(\"name\") + controls[i].value;\n",
        "           }\n",
        "           if(controls[i].type == \"select-one\"){\n",
        "             value = value + controls[i].getAttribute(\"name\") + controls[i][controls[i].selectedIndex].value;\n",
        "           }\n",
        "         }\n",
        "\n",
        "         for(i=0; i<outputs.length; i++){\n",
        "           var name = outputs[i].getAttribute(\"name\");\n",
        "           if(name == value){\n",
        "              outputs[i].style.display = 'block';\n",
        "           } else if(name != \"controls\"){\n",
        "              outputs[i].style.display = 'none';\n",
        "           }\n",
        "         }\n",
        "      }\n",
        "    </script>\n",
        "    \n",
        "    <div>\n",
        "      \n",
        "    <div name=\"arty_lvl1barr_lvl1\" style=\"display:block\">\n",
        "      <p> Arty: 1, Barr: 1\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  2850</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  3550</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  6400</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td>  7100</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td>  9950</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 12800</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 13500</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 16350</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 17050</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 19900</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 20600</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 231</td>\n",
        "      <td> 5</td>\n",
        "      <td> 7</td>\n",
        "      <td> 23450</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl1barr_lvl2\" style=\"display:none\">\n",
        "      <p> Arty: 1, Barr: 2\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  3135</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  3835</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  6970</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 10105</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 10805</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 13940</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 14640</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 17775</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 20910</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 21610</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 24745</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl1barr_lvl3\" style=\"display:none\">\n",
        "      <p> Arty: 1, Barr: 3\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  3450</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4150</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  7600</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 11050</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 11750</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 15200</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 18650</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 19350</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 22800</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 23500</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 26950</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl1barr_lvl4\" style=\"display:none\">\n",
        "      <p> Arty: 1, Barr: 4\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  3795</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td>  7590</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  8290</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 12085</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 12785</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 16580</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 20375</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 21075</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 24870</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 28665</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl1barr_lvl5\" style=\"display:none\">\n",
        "      <p> Arty: 1, Barr: 5\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4170</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td>  8340</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  9040</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 13210</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 17380</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 18080</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 22250</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 26420</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 27120</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 31290</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl1barr_lvl6\" style=\"display:none\">\n",
        "      <p> Arty: 1, Barr: 6\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4590</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td>  9180</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  9880</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 14470</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 19060</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 19760</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 24350</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 28940</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 29640</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 34230</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl1barr_lvl7\" style=\"display:none\">\n",
        "      <p> Arty: 1, Barr: 7\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5055</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 10110</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 10810</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 15865</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 20920</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 25975</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 26675</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 31730</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 36785</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl1barr_lvl8\" style=\"display:none\">\n",
        "      <p> Arty: 1, Barr: 8\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5550</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 11100</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 16650</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 17350</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 22900</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 28450</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 29150</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 34700</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 40250</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl1barr_lvl9\" style=\"display:none\">\n",
        "      <p> Arty: 1, Barr: 9\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6105</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12210</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 18315</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 19015</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 25120</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 31225</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 37330</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 38030</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 44135</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl1barr_lvl10\" style=\"display:none\">\n",
        "      <p> Arty: 1, Barr: 10\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6720</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 13440</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 20160</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  76</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 26880</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 27580</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 34300</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 41020</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 47740</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 48440</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl1barr_lvl11\" style=\"display:none\">\n",
        "      <p> Arty: 1, Barr: 11\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7395</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14790</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 22185</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  76</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 29580</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 30280</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 37675</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 45070</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 52465</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 251</td>\n",
        "      <td> 1</td>\n",
        "      <td> 8</td>\n",
        "      <td> 59860</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 52</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl1barr_lvl12\" style=\"display:none\">\n",
        "      <p> Arty: 1, Barr: 12\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8130</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16260</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 24390</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  76</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 32520</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td> 110</td>\n",
        "      <td> 0</td>\n",
        "      <td> 5</td>\n",
        "      <td> 40650</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 41350</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 49480</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 57610</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 251</td>\n",
        "      <td> 1</td>\n",
        "      <td> 8</td>\n",
        "      <td> 65740</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 52</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl1barr_lvl13\" style=\"display:none\">\n",
        "      <p> Arty: 1, Barr: 13\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8940</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17880</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 26820</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  76</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 35760</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td> 110</td>\n",
        "      <td> 0</td>\n",
        "      <td> 5</td>\n",
        "      <td> 44700</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 45400</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 54340</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 63280</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 251</td>\n",
        "      <td> 1</td>\n",
        "      <td> 8</td>\n",
        "      <td> 72220</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 52</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl1barr_lvl14\" style=\"display:none\">\n",
        "      <p> Arty: 1, Barr: 14\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9840</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19680</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 29520</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  76</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 39360</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td> 110</td>\n",
        "      <td> 0</td>\n",
        "      <td> 5</td>\n",
        "      <td> 49200</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 150</td>\n",
        "      <td> 0</td>\n",
        "      <td> 6</td>\n",
        "      <td> 59040</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 59740</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 69580</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 251</td>\n",
        "      <td> 1</td>\n",
        "      <td> 8</td>\n",
        "      <td> 79420</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 52</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl1barr_lvl15\" style=\"display:none\">\n",
        "      <p> Arty: 1, Barr: 15\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10830</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 21660</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 32490</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  76</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 43320</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td> 110</td>\n",
        "      <td> 0</td>\n",
        "      <td> 5</td>\n",
        "      <td> 54150</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 150</td>\n",
        "      <td> 0</td>\n",
        "      <td> 6</td>\n",
        "      <td> 64980</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 196</td>\n",
        "      <td> 0</td>\n",
        "      <td> 7</td>\n",
        "      <td> 75810</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 76510</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 251</td>\n",
        "      <td> 1</td>\n",
        "      <td> 8</td>\n",
        "      <td> 87340</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 52</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl1barr_lvl16\" style=\"display:none\">\n",
        "      <p> Arty: 1, Barr: 16\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11910</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 23820</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 35730</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  76</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 47640</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td> 110</td>\n",
        "      <td> 0</td>\n",
        "      <td> 5</td>\n",
        "      <td> 59550</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 150</td>\n",
        "      <td> 0</td>\n",
        "      <td> 6</td>\n",
        "      <td> 71460</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 196</td>\n",
        "      <td> 0</td>\n",
        "      <td> 7</td>\n",
        "      <td> 83370</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 84070</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 251</td>\n",
        "      <td> 1</td>\n",
        "      <td> 8</td>\n",
        "      <td> 95980</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 52</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl2barr_lvl1\" style=\"display:none\">\n",
        "      <p> Arty: 2, Barr: 1\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  2850</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  3627</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  6477</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td>  7254</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 10104</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 10881</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 13731</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 14508</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 17358</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 20208</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 20985</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 231</td>\n",
        "      <td> 5</td>\n",
        "      <td> 7</td>\n",
        "      <td> 23835</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl2barr_lvl2\" style=\"display:none\">\n",
        "      <p> Arty: 2, Barr: 2\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  3135</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  3912</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  7047</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td>  7824</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 10959</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 14094</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 14871</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 18006</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 18783</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 21918</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 22695</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 231</td>\n",
        "      <td> 5</td>\n",
        "      <td> 7</td>\n",
        "      <td> 25830</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl2barr_lvl3\" style=\"display:none\">\n",
        "      <p> Arty: 2, Barr: 3\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  3450</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4227</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  7677</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 11127</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 11904</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 15354</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 16131</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 19581</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 23031</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 23808</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 27258</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl2barr_lvl4\" style=\"display:none\">\n",
        "      <p> Arty: 2, Barr: 4\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  3795</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4572</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  8367</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 12162</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 12939</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 16734</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 20529</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 21306</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 25101</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 25878</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 29673</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl2barr_lvl5\" style=\"display:none\">\n",
        "      <p> Arty: 2, Barr: 5\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4170</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td>  8340</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  9117</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 13287</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 14064</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 18234</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 22404</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 23181</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 27351</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 31521</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl2barr_lvl6\" style=\"display:none\">\n",
        "      <p> Arty: 2, Barr: 6\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4590</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td>  9180</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  9957</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 14547</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 19137</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 19914</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 24504</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 29094</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 29871</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 34461</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl2barr_lvl7\" style=\"display:none\">\n",
        "      <p> Arty: 2, Barr: 7\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5055</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 10110</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 10887</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 15942</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 20997</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 21774</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 26829</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 31884</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 32661</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 37716</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl2barr_lvl8\" style=\"display:none\">\n",
        "      <p> Arty: 2, Barr: 8\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5550</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 11100</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 11877</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 17427</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 22977</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 28527</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 29304</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 34854</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 40404</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl2barr_lvl9\" style=\"display:none\">\n",
        "      <p> Arty: 2, Barr: 9\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6105</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12210</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 18315</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 19092</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 25197</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 31302</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 32079</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 38184</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 44289</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl2barr_lvl10\" style=\"display:none\">\n",
        "      <p> Arty: 2, Barr: 10\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6720</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 13440</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 20160</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 20937</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 27657</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 34377</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 41097</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 41874</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 48594</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl2barr_lvl11\" style=\"display:none\">\n",
        "      <p> Arty: 2, Barr: 11\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7395</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14790</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 22185</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  76</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 29580</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 30357</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 37752</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 45147</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 52542</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 53319</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl2barr_lvl12\" style=\"display:none\">\n",
        "      <p> Arty: 2, Barr: 12\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8130</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16260</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 24390</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  76</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 32520</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 33297</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 41427</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 49557</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 57687</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 251</td>\n",
        "      <td> 1</td>\n",
        "      <td> 8</td>\n",
        "      <td> 65817</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 52</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl2barr_lvl13\" style=\"display:none\">\n",
        "      <p> Arty: 2, Barr: 13\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8940</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17880</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 26820</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  76</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 35760</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td> 110</td>\n",
        "      <td> 0</td>\n",
        "      <td> 5</td>\n",
        "      <td> 44700</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 45477</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 54417</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 63357</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 251</td>\n",
        "      <td> 1</td>\n",
        "      <td> 8</td>\n",
        "      <td> 72297</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 52</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl2barr_lvl14\" style=\"display:none\">\n",
        "      <p> Arty: 2, Barr: 14\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9840</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19680</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 29520</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  76</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 39360</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td> 110</td>\n",
        "      <td> 0</td>\n",
        "      <td> 5</td>\n",
        "      <td> 49200</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 49977</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 59817</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 69657</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 251</td>\n",
        "      <td> 1</td>\n",
        "      <td> 8</td>\n",
        "      <td> 79497</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 52</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl2barr_lvl15\" style=\"display:none\">\n",
        "      <p> Arty: 2, Barr: 15\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10830</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 21660</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 32490</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  76</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 43320</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td> 110</td>\n",
        "      <td> 0</td>\n",
        "      <td> 5</td>\n",
        "      <td> 54150</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 150</td>\n",
        "      <td> 0</td>\n",
        "      <td> 6</td>\n",
        "      <td> 64980</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 65757</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 76587</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 251</td>\n",
        "      <td> 1</td>\n",
        "      <td> 8</td>\n",
        "      <td> 87417</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 52</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl2barr_lvl16\" style=\"display:none\">\n",
        "      <p> Arty: 2, Barr: 16\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11910</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 23820</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 35730</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  76</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 47640</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td> 110</td>\n",
        "      <td> 0</td>\n",
        "      <td> 5</td>\n",
        "      <td> 59550</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 150</td>\n",
        "      <td> 0</td>\n",
        "      <td> 6</td>\n",
        "      <td> 71460</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 72237</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 84147</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 251</td>\n",
        "      <td> 1</td>\n",
        "      <td> 8</td>\n",
        "      <td> 96057</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 52</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl3barr_lvl1\" style=\"display:none\">\n",
        "      <p> Arty: 3, Barr: 1\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>   862</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  3712</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  6562</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td>  7424</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 10274</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 11136</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 13986</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 14848</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 17698</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 18560</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 21410</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 22272</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 244</td>\n",
        "      <td> 6</td>\n",
        "      <td> 7</td>\n",
        "      <td> 25122</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl3barr_lvl2\" style=\"display:none\">\n",
        "      <p> Arty: 3, Barr: 2\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  3135</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  3997</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  7132</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td>  7994</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 11129</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 11991</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 15126</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 15988</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 19123</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 22258</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 23120</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 231</td>\n",
        "      <td> 5</td>\n",
        "      <td> 7</td>\n",
        "      <td> 26255</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl3barr_lvl3\" style=\"display:none\">\n",
        "      <p> Arty: 3, Barr: 3\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  3450</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4312</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  7762</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td>  8624</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 12074</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 15524</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 16386</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 19836</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 20698</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 24148</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 25010</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 231</td>\n",
        "      <td> 5</td>\n",
        "      <td> 7</td>\n",
        "      <td> 28460</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl3barr_lvl4\" style=\"display:none\">\n",
        "      <p> Arty: 3, Barr: 4\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  3795</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4657</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  8452</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 12247</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 13109</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 16904</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 17766</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 21561</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 22423</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 26218</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 30013</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl3barr_lvl5\" style=\"display:none\">\n",
        "      <p> Arty: 3, Barr: 5\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4170</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5032</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  9202</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 13372</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 14234</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 18404</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 19266</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 23436</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 27606</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 28468</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 32638</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl3barr_lvl6\" style=\"display:none\">\n",
        "      <p> Arty: 3, Barr: 6\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4590</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5452</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 10042</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 14632</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 15494</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 20084</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 24674</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 25536</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 30126</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 34716</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl3barr_lvl7\" style=\"display:none\">\n",
        "      <p> Arty: 3, Barr: 7\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5055</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 10110</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 10972</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 16027</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 21082</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 21944</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 26999</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 32054</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 32916</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 37971</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl3barr_lvl8\" style=\"display:none\">\n",
        "      <p> Arty: 3, Barr: 8\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5550</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 11100</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 11962</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 17512</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 23062</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 23924</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 29474</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 35024</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 35886</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 41436</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl3barr_lvl9\" style=\"display:none\">\n",
        "      <p> Arty: 3, Barr: 9\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6105</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12210</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 13072</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 19177</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 25282</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 31387</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 32249</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 38354</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 44459</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl3barr_lvl10\" style=\"display:none\">\n",
        "      <p> Arty: 3, Barr: 10\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6720</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 13440</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 20160</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 21022</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 27742</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 34462</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 35324</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 42044</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 48764</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl3barr_lvl11\" style=\"display:none\">\n",
        "      <p> Arty: 3, Barr: 11\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7395</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14790</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 22185</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 23047</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 30442</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 37837</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 45232</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 46094</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 53489</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl3barr_lvl12\" style=\"display:none\">\n",
        "      <p> Arty: 3, Barr: 12\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8130</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16260</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 24390</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  76</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 32520</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 33382</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 41512</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 49642</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 57772</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 58634</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl3barr_lvl13\" style=\"display:none\">\n",
        "      <p> Arty: 3, Barr: 13\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8940</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17880</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 26820</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  76</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 35760</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 36622</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 45562</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 54502</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 63442</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 64304</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl3barr_lvl14\" style=\"display:none\">\n",
        "      <p> Arty: 3, Barr: 14\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9840</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19680</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 29520</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  76</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 39360</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td> 110</td>\n",
        "      <td> 0</td>\n",
        "      <td> 5</td>\n",
        "      <td> 49200</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 50062</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 59902</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 69742</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 251</td>\n",
        "      <td> 1</td>\n",
        "      <td> 8</td>\n",
        "      <td> 79582</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 52</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl3barr_lvl15\" style=\"display:none\">\n",
        "      <p> Arty: 3, Barr: 15\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10830</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 21660</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 32490</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  76</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 43320</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td> 110</td>\n",
        "      <td> 0</td>\n",
        "      <td> 5</td>\n",
        "      <td> 54150</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 55012</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 65842</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 76672</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 251</td>\n",
        "      <td> 1</td>\n",
        "      <td> 8</td>\n",
        "      <td> 87502</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 52</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl3barr_lvl16\" style=\"display:none\">\n",
        "      <p> Arty: 3, Barr: 16\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11910</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 23820</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 35730</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  76</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 47640</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td> 110</td>\n",
        "      <td> 0</td>\n",
        "      <td> 5</td>\n",
        "      <td> 59550</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 150</td>\n",
        "      <td> 0</td>\n",
        "      <td> 6</td>\n",
        "      <td> 71460</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 72322</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 84232</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 251</td>\n",
        "      <td> 1</td>\n",
        "      <td> 8</td>\n",
        "      <td> 96142</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 52</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl4barr_lvl1\" style=\"display:none\">\n",
        "      <p> Arty: 4, Barr: 1\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>   957</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  3807</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4764</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td>  7614</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td>  8571</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 11421</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 12378</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 15228</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 16185</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 19035</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 19992</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 22842</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 213</td>\n",
        "      <td> 7</td>\n",
        "      <td> 6</td>\n",
        "      <td> 23799</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl4barr_lvl2\" style=\"display:none\">\n",
        "      <p> Arty: 4, Barr: 2\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>   957</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4092</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  7227</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td>  8184</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 11319</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 12276</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 15411</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 16368</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 19503</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 20460</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 23595</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 24552</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 244</td>\n",
        "      <td> 6</td>\n",
        "      <td> 7</td>\n",
        "      <td> 27687</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl4barr_lvl3\" style=\"display:none\">\n",
        "      <p> Arty: 4, Barr: 3\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  3450</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4407</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  7857</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td>  8814</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 12264</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 13221</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 16671</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 17628</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 21078</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 22035</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 25485</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 231</td>\n",
        "      <td> 5</td>\n",
        "      <td> 7</td>\n",
        "      <td> 28935</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl4barr_lvl4\" style=\"display:none\">\n",
        "      <p> Arty: 4, Barr: 4\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  3795</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4752</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  8547</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td>  9504</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 13299</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 14256</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 18051</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 21846</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 22803</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 26598</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 27555</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 231</td>\n",
        "      <td> 5</td>\n",
        "      <td> 7</td>\n",
        "      <td> 31350</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl4barr_lvl5\" style=\"display:none\">\n",
        "      <p> Arty: 4, Barr: 5\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4170</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5127</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  9297</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 10254</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 14424</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 18594</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 19551</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 23721</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 24678</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 28848</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 33018</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl4barr_lvl6\" style=\"display:none\">\n",
        "      <p> Arty: 4, Barr: 6\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4590</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5547</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 10137</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 14727</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 15684</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 20274</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 21231</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 25821</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 30411</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 31368</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 35958</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl4barr_lvl7\" style=\"display:none\">\n",
        "      <p> Arty: 4, Barr: 7\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5055</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6012</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 11067</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 16122</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 17079</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 22134</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 27189</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 28146</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 33201</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 38256</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl4barr_lvl8\" style=\"display:none\">\n",
        "      <p> Arty: 4, Barr: 8\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5550</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 11100</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12057</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 17607</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 23157</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 24114</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 29664</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 35214</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 36171</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 41721</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl4barr_lvl9\" style=\"display:none\">\n",
        "      <p> Arty: 4, Barr: 9\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6105</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12210</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 13167</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 19272</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 25377</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 26334</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 32439</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 38544</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 39501</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 45606</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl4barr_lvl10\" style=\"display:none\">\n",
        "      <p> Arty: 4, Barr: 10\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6720</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 13440</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14397</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 21117</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 27837</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 34557</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 35514</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 42234</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 48954</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl4barr_lvl11\" style=\"display:none\">\n",
        "      <p> Arty: 4, Barr: 11\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7395</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14790</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 22185</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 23142</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 30537</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 37932</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 38889</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 46284</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 53679</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl4barr_lvl12\" style=\"display:none\">\n",
        "      <p> Arty: 4, Barr: 12\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8130</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16260</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 24390</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 25347</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 33477</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 41607</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 49737</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 50694</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 58824</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl4barr_lvl13\" style=\"display:none\">\n",
        "      <p> Arty: 4, Barr: 13\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8940</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17880</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 26820</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  76</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 35760</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 36717</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 45657</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 54597</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 63537</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 64494</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl4barr_lvl14\" style=\"display:none\">\n",
        "      <p> Arty: 4, Barr: 14\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9840</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19680</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 29520</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  76</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 39360</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 40317</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 50157</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 59997</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 69837</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 70794</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl4barr_lvl15\" style=\"display:none\">\n",
        "      <p> Arty: 4, Barr: 15\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10830</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 21660</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 32490</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  76</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 43320</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 44277</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 55107</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 65937</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 76767</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 251</td>\n",
        "      <td> 1</td>\n",
        "      <td> 8</td>\n",
        "      <td> 87597</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 52</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl4barr_lvl16\" style=\"display:none\">\n",
        "      <p> Arty: 4, Barr: 16\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11910</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 23820</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 35730</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  76</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 47640</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td> 110</td>\n",
        "      <td> 0</td>\n",
        "      <td> 5</td>\n",
        "      <td> 59550</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 60507</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 72417</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 84327</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 251</td>\n",
        "      <td> 1</td>\n",
        "      <td> 8</td>\n",
        "      <td> 96237</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 52</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl5barr_lvl1\" style=\"display:none\">\n",
        "      <p> Arty: 5, Barr: 1\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1063</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  3913</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4976</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td>  7826</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td>  8889</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 11739</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 12802</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 15652</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 16715</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 19565</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 20628</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 23478</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 213</td>\n",
        "      <td> 7</td>\n",
        "      <td> 6</td>\n",
        "      <td> 24541</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl5barr_lvl2\" style=\"display:none\">\n",
        "      <p> Arty: 5, Barr: 2\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1063</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4198</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5261</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td>  8396</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td>  9459</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 12594</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 13657</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 16792</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 17855</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 20990</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 22053</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 25188</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 213</td>\n",
        "      <td> 7</td>\n",
        "      <td> 6</td>\n",
        "      <td> 26251</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl5barr_lvl3\" style=\"display:none\">\n",
        "      <p> Arty: 5, Barr: 3\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1063</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4513</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  7963</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td>  9026</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 12476</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 13539</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 16989</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 18052</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 21502</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 22565</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 26015</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 27078</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 244</td>\n",
        "      <td> 6</td>\n",
        "      <td> 7</td>\n",
        "      <td> 30528</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl5barr_lvl4\" style=\"display:none\">\n",
        "      <p> Arty: 5, Barr: 4\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  3795</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4858</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  8653</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td>  9716</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 13511</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 14574</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 18369</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 19432</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 23227</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 24290</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 28085</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 231</td>\n",
        "      <td> 5</td>\n",
        "      <td> 7</td>\n",
        "      <td> 31880</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl5barr_lvl5\" style=\"display:none\">\n",
        "      <p> Arty: 5, Barr: 5\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4170</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5233</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  9403</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 10466</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 14636</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 15699</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 19869</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 24039</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 25102</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 29272</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 30335</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 231</td>\n",
        "      <td> 5</td>\n",
        "      <td> 7</td>\n",
        "      <td> 34505</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl5barr_lvl6\" style=\"display:none\">\n",
        "      <p> Arty: 5, Barr: 6\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4590</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5653</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 10243</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 11306</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 15896</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 20486</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 21549</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 26139</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 27202</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 31792</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 36382</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl5barr_lvl7\" style=\"display:none\">\n",
        "      <p> Arty: 5, Barr: 7\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5055</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6118</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 11173</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 16228</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 17291</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 22346</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 23409</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 28464</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 33519</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 34582</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 39637</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl5barr_lvl8\" style=\"display:none\">\n",
        "      <p> Arty: 5, Barr: 8\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5550</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6613</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12163</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 17713</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 18776</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 24326</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 29876</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 30939</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 36489</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 42039</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl5barr_lvl9\" style=\"display:none\">\n",
        "      <p> Arty: 5, Barr: 9\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6105</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12210</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 13273</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 19378</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 25483</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 26546</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 32651</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 38756</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 39819</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 45924</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl5barr_lvl10\" style=\"display:none\">\n",
        "      <p> Arty: 5, Barr: 10\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6720</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 13440</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14503</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 21223</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 27943</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 29006</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 35726</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 42446</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 43509</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 50229</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl5barr_lvl11\" style=\"display:none\">\n",
        "      <p> Arty: 5, Barr: 11\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7395</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14790</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 15853</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 23248</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 30643</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 38038</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 39101</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 46496</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 53891</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl5barr_lvl12\" style=\"display:none\">\n",
        "      <p> Arty: 5, Barr: 12\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8130</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16260</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 24390</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 25453</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 33583</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 41713</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 42776</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 50906</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 59036</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl5barr_lvl13\" style=\"display:none\">\n",
        "      <p> Arty: 5, Barr: 13\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8940</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17880</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 26820</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 27883</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 36823</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 45763</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 54703</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 55766</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 64706</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl5barr_lvl14\" style=\"display:none\">\n",
        "      <p> Arty: 5, Barr: 14\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9840</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19680</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 29520</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 30583</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 40423</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 50263</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 60103</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 69943</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 71006</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl5barr_lvl15\" style=\"display:none\">\n",
        "      <p> Arty: 5, Barr: 15\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10830</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 21660</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 32490</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  76</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 43320</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 44383</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 55213</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 66043</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 76873</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 77936</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl5barr_lvl16\" style=\"display:none\">\n",
        "      <p> Arty: 5, Barr: 16\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11910</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 23820</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 35730</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  76</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 47640</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 48703</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 60613</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 72523</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 84433</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 251</td>\n",
        "      <td> 1</td>\n",
        "      <td> 8</td>\n",
        "      <td> 96343</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 52</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl6barr_lvl1\" style=\"display:none\">\n",
        "      <p> Arty: 6, Barr: 1\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1180</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4030</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5210</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td>  8060</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td>  9240</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 10420</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 13270</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 14450</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 17300</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 18480</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 21330</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 173</td>\n",
        "      <td> 7</td>\n",
        "      <td> 5</td>\n",
        "      <td> 22510</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 213</td>\n",
        "      <td> 7</td>\n",
        "      <td> 6</td>\n",
        "      <td> 25360</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl6barr_lvl2\" style=\"display:none\">\n",
        "      <p> Arty: 6, Barr: 2\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1180</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4315</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5495</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td>  8630</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td>  9810</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 12945</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 14125</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 17260</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 18440</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 21575</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 22755</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 25890</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 213</td>\n",
        "      <td> 7</td>\n",
        "      <td> 6</td>\n",
        "      <td> 27070</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl6barr_lvl3\" style=\"display:none\">\n",
        "      <p> Arty: 6, Barr: 3\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1180</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4630</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5810</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td>  9260</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 10440</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 13890</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 15070</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 18520</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 19700</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 23150</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 24330</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 27780</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 213</td>\n",
        "      <td> 7</td>\n",
        "      <td> 6</td>\n",
        "      <td> 28960</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl6barr_lvl4\" style=\"display:none\">\n",
        "      <p> Arty: 6, Barr: 4\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1180</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4975</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  8770</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td>  9950</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 13745</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 14925</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 18720</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 19900</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 23695</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 24875</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 28670</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 29850</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 244</td>\n",
        "      <td> 6</td>\n",
        "      <td> 7</td>\n",
        "      <td> 33645</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl6barr_lvl5\" style=\"display:none\">\n",
        "      <p> Arty: 6, Barr: 5\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4170</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5350</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td>  9520</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 10700</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 14870</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 16050</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 20220</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 21400</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 25570</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 26750</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 30920</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 231</td>\n",
        "      <td> 5</td>\n",
        "      <td> 7</td>\n",
        "      <td> 35090</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl6barr_lvl6\" style=\"display:none\">\n",
        "      <p> Arty: 6, Barr: 6\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4590</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5770</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 10360</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 11540</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 16130</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 17310</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 21900</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 26490</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 27670</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 32260</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 33440</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 231</td>\n",
        "      <td> 5</td>\n",
        "      <td> 7</td>\n",
        "      <td> 38030</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl6barr_lvl7\" style=\"display:none\">\n",
        "      <p> Arty: 6, Barr: 7\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5055</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6235</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 11290</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12470</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 17525</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 22580</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 23760</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 28815</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 29995</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 35050</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 40105</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl6barr_lvl8\" style=\"display:none\">\n",
        "      <p> Arty: 6, Barr: 8\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5550</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6730</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12280</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 17830</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 19010</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 24560</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 25740</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 31290</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 36840</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 38020</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 43570</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl6barr_lvl9\" style=\"display:none\">\n",
        "      <p> Arty: 6, Barr: 9\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6105</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7285</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 13390</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 19495</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 20675</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 26780</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 32885</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 34065</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 40170</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 46275</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl6barr_lvl10\" style=\"display:none\">\n",
        "      <p> Arty: 6, Barr: 10\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6720</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 13440</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14620</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 21340</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 28060</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 29240</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 35960</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 42680</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 43860</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 50580</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl6barr_lvl11\" style=\"display:none\">\n",
        "      <p> Arty: 6, Barr: 11\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7395</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14790</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 15970</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 23365</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 30760</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 31940</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 39335</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 46730</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 47910</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 55305</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl6barr_lvl12\" style=\"display:none\">\n",
        "      <p> Arty: 6, Barr: 12\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8130</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16260</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17440</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 25570</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 33700</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 41830</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 43010</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 51140</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 59270</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl6barr_lvl13\" style=\"display:none\">\n",
        "      <p> Arty: 6, Barr: 13\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8940</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17880</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 26820</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 28000</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 36940</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 45880</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 47060</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 56000</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 64940</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl6barr_lvl14\" style=\"display:none\">\n",
        "      <p> Arty: 6, Barr: 14\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9840</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19680</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 29520</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 30700</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 40540</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 50380</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 60220</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 61400</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 71240</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl6barr_lvl15\" style=\"display:none\">\n",
        "      <p> Arty: 6, Barr: 15\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10830</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 21660</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 32490</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 33670</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 44500</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 55330</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 66160</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 67340</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 78170</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl6barr_lvl16\" style=\"display:none\">\n",
        "      <p> Arty: 6, Barr: 16\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11910</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 23820</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 35730</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  76</td>\n",
        "      <td> 0</td>\n",
        "      <td> 4</td>\n",
        "      <td> 47640</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 48820</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 60730</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 72640</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 199</td>\n",
        "      <td> 1</td>\n",
        "      <td> 7</td>\n",
        "      <td> 84550</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 85730</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl7barr_lvl1\" style=\"display:none\">\n",
        "      <p> Arty: 7, Barr: 1\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1309</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4159</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5468</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6777</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td>  9627</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 10936</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 13786</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 15095</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 17945</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 19254</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 139</td>\n",
        "      <td> 7</td>\n",
        "      <td> 4</td>\n",
        "      <td> 20563</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 173</td>\n",
        "      <td> 7</td>\n",
        "      <td> 5</td>\n",
        "      <td> 23413</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 190</td>\n",
        "      <td> 8</td>\n",
        "      <td> 5</td>\n",
        "      <td> 24722</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 230</td>\n",
        "      <td> 8</td>\n",
        "      <td> 6</td>\n",
        "      <td> 27572</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl7barr_lvl2\" style=\"display:none\">\n",
        "      <p> Arty: 7, Barr: 2\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1309</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4444</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5753</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td>  8888</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 10197</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 11506</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 14641</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 15950</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 19085</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 20394</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 23529</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 173</td>\n",
        "      <td> 7</td>\n",
        "      <td> 5</td>\n",
        "      <td> 24838</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 213</td>\n",
        "      <td> 7</td>\n",
        "      <td> 6</td>\n",
        "      <td> 27973</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl7barr_lvl3\" style=\"display:none\">\n",
        "      <p> Arty: 7, Barr: 3\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1309</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4759</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6068</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td>  9518</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 10827</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 14277</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 15586</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 19036</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 20345</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 23795</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 25104</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 173</td>\n",
        "      <td> 7</td>\n",
        "      <td> 5</td>\n",
        "      <td> 26413</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 213</td>\n",
        "      <td> 7</td>\n",
        "      <td> 6</td>\n",
        "      <td> 29863</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl7barr_lvl4\" style=\"display:none\">\n",
        "      <p> Arty: 7, Barr: 4\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1309</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5104</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6413</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 10208</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 11517</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 15312</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 16621</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 20416</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 21725</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 25520</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 26829</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 30624</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 213</td>\n",
        "      <td> 7</td>\n",
        "      <td> 6</td>\n",
        "      <td> 31933</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl7barr_lvl5\" style=\"display:none\">\n",
        "      <p> Arty: 7, Barr: 5\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1309</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5479</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6788</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 10958</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 15128</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 16437</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 20607</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 21916</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 26086</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 27395</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 31565</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 32874</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 244</td>\n",
        "      <td> 6</td>\n",
        "      <td> 7</td>\n",
        "      <td> 37044</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl7barr_lvl6\" style=\"display:none\">\n",
        "      <p> Arty: 7, Barr: 6\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4590</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5899</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 10489</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 11798</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 16388</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 17697</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 22287</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 23596</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 28186</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 29495</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 34085</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 35394</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 244</td>\n",
        "      <td> 6</td>\n",
        "      <td> 7</td>\n",
        "      <td> 39984</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl7barr_lvl7\" style=\"display:none\">\n",
        "      <p> Arty: 7, Barr: 7\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5055</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6364</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 11419</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12728</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 17783</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 19092</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 24147</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 29202</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 30511</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 35566</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 36875</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 231</td>\n",
        "      <td> 5</td>\n",
        "      <td> 7</td>\n",
        "      <td> 41930</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl7barr_lvl8\" style=\"display:none\">\n",
        "      <p> Arty: 7, Barr: 8\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5550</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6859</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12409</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 13718</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 19268</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 24818</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 26127</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 31677</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 32986</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 38536</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 44086</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl7barr_lvl9\" style=\"display:none\">\n",
        "      <p> Arty: 7, Barr: 9\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6105</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7414</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 13519</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 19624</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 20933</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 27038</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 28347</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 34452</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 40557</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 41866</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 47971</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl7barr_lvl10\" style=\"display:none\">\n",
        "      <p> Arty: 7, Barr: 10\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6720</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8029</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14749</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 21469</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 22778</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 29498</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 36218</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 37527</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 44247</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 50967</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl7barr_lvl11\" style=\"display:none\">\n",
        "      <p> Arty: 7, Barr: 11\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7395</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14790</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16099</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 23494</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 30889</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 32198</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 39593</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 40902</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 48297</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 55692</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl7barr_lvl12\" style=\"display:none\">\n",
        "      <p> Arty: 7, Barr: 12\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8130</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16260</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17569</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 25699</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 33829</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 35138</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 43268</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 51398</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 52707</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 60837</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl7barr_lvl13\" style=\"display:none\">\n",
        "      <p> Arty: 7, Barr: 13\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8940</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17880</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19189</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 28129</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 37069</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 46009</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 47318</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 56258</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 65198</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl7barr_lvl14\" style=\"display:none\">\n",
        "      <p> Arty: 7, Barr: 14\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9840</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19680</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 29520</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 30829</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 40669</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 50509</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 51818</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 61658</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 71498</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl7barr_lvl15\" style=\"display:none\">\n",
        "      <p> Arty: 7, Barr: 15\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10830</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 21660</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 32490</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 33799</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 44629</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 55459</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 66289</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 67598</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 78428</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl7barr_lvl16\" style=\"display:none\">\n",
        "      <p> Arty: 7, Barr: 16\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11910</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 23820</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 35730</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 37039</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 48949</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 60859</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 72769</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 74078</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 85988</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl8barr_lvl1\" style=\"display:none\">\n",
        "      <p> Arty: 8, Barr: 1\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1453</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2906</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5756</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7209</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 10059</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 11512</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  61</td>\n",
        "      <td> 5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12965</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 15815</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  96</td>\n",
        "      <td> 6</td>\n",
        "      <td> 3</td>\n",
        "      <td> 17268</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 20118</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 139</td>\n",
        "      <td> 7</td>\n",
        "      <td> 4</td>\n",
        "      <td> 21571</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 156</td>\n",
        "      <td> 8</td>\n",
        "      <td> 4</td>\n",
        "      <td> 23024</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 190</td>\n",
        "      <td> 8</td>\n",
        "      <td> 5</td>\n",
        "      <td> 25874</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 209</td>\n",
        "      <td> 9</td>\n",
        "      <td> 5</td>\n",
        "      <td> 27327</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl8barr_lvl2\" style=\"display:none\">\n",
        "      <p> Arty: 8, Barr: 2\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1453</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4588</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6041</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7494</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 10629</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12082</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 15217</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 16670</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 19805</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 21258</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 139</td>\n",
        "      <td> 7</td>\n",
        "      <td> 4</td>\n",
        "      <td> 22711</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 173</td>\n",
        "      <td> 7</td>\n",
        "      <td> 5</td>\n",
        "      <td> 25846</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 190</td>\n",
        "      <td> 8</td>\n",
        "      <td> 5</td>\n",
        "      <td> 27299</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 230</td>\n",
        "      <td> 8</td>\n",
        "      <td> 6</td>\n",
        "      <td> 30434</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl8barr_lvl3\" style=\"display:none\">\n",
        "      <p> Arty: 8, Barr: 3\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1453</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  4903</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6356</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td>  9806</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 11259</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12712</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 16162</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 17615</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 21065</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 22518</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 25968</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 173</td>\n",
        "      <td> 7</td>\n",
        "      <td> 5</td>\n",
        "      <td> 27421</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 213</td>\n",
        "      <td> 7</td>\n",
        "      <td> 6</td>\n",
        "      <td> 30871</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl8barr_lvl4\" style=\"display:none\">\n",
        "      <p> Arty: 8, Barr: 4\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1453</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5248</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6701</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 10496</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 11949</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 15744</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 17197</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 20992</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 22445</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 26240</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 27693</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 173</td>\n",
        "      <td> 7</td>\n",
        "      <td> 5</td>\n",
        "      <td> 29146</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 213</td>\n",
        "      <td> 7</td>\n",
        "      <td> 6</td>\n",
        "      <td> 32941</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl8barr_lvl5\" style=\"display:none\">\n",
        "      <p> Arty: 8, Barr: 5\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1453</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5623</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7076</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 11246</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12699</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 16869</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 18322</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 22492</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 23945</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 28115</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 29568</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 33738</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 213</td>\n",
        "      <td> 7</td>\n",
        "      <td> 6</td>\n",
        "      <td> 35191</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl8barr_lvl6\" style=\"display:none\">\n",
        "      <p> Arty: 8, Barr: 6\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1453</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6043</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7496</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12086</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 16676</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 18129</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 22719</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 24172</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 28762</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 30215</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 34805</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 36258</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 244</td>\n",
        "      <td> 6</td>\n",
        "      <td> 7</td>\n",
        "      <td> 40848</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl8barr_lvl7\" style=\"display:none\">\n",
        "      <p> Arty: 8, Barr: 7\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5055</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6508</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 11563</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 13016</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 18071</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 19524</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 24579</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 26032</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 31087</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 32540</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 37595</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 39048</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 244</td>\n",
        "      <td> 6</td>\n",
        "      <td> 7</td>\n",
        "      <td> 44103</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl8barr_lvl8\" style=\"display:none\">\n",
        "      <p> Arty: 8, Barr: 8\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5550</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7003</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12553</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14006</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 19556</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 21009</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 26559</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 32109</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 33562</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 39112</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 40565</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 231</td>\n",
        "      <td> 5</td>\n",
        "      <td> 7</td>\n",
        "      <td> 46115</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl8barr_lvl9\" style=\"display:none\">\n",
        "      <p> Arty: 8, Barr: 9\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6105</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7558</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 13663</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 15116</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 21221</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 27326</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 28779</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 34884</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 36337</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 42442</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 48547</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl8barr_lvl10\" style=\"display:none\">\n",
        "      <p> Arty: 8, Barr: 10\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6720</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8173</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14893</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 21613</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 23066</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 29786</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 31239</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 37959</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 44679</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 46132</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 52852</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl8barr_lvl11\" style=\"display:none\">\n",
        "      <p> Arty: 8, Barr: 11\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7395</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8848</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16243</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 23638</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 25091</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 32486</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 39881</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 41334</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 48729</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 50182</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 57577</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl8barr_lvl12\" style=\"display:none\">\n",
        "      <p> Arty: 8, Barr: 12\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8130</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16260</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17713</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 25843</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 33973</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 35426</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 43556</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 45009</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 53139</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 61269</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl8barr_lvl13\" style=\"display:none\">\n",
        "      <p> Arty: 8, Barr: 13\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8940</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17880</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19333</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 28273</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 37213</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 38666</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 47606</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 56546</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 57999</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 66939</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl8barr_lvl14\" style=\"display:none\">\n",
        "      <p> Arty: 8, Barr: 14\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9840</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19680</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 21133</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 30973</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 40813</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 42266</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 52106</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 61946</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 71786</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl8barr_lvl15\" style=\"display:none\">\n",
        "      <p> Arty: 8, Barr: 15\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10830</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 21660</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 32490</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 33943</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 44773</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 55603</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 57056</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 67886</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 78716</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl8barr_lvl16\" style=\"display:none\">\n",
        "      <p> Arty: 8, Barr: 16\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11910</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 23820</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 35730</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 37183</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 49093</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 61003</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 153</td>\n",
        "      <td> 1</td>\n",
        "      <td> 6</td>\n",
        "      <td> 72913</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 74366</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 86276</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl9barr_lvl1\" style=\"display:none\">\n",
        "      <p> Arty: 9, Barr: 1\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1613</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  3226</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6076</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7689</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  34</td>\n",
        "      <td> 4</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9302</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12152</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  61</td>\n",
        "      <td> 5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 13765</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 16615</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  96</td>\n",
        "      <td> 6</td>\n",
        "      <td> 3</td>\n",
        "      <td> 18228</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 111</td>\n",
        "      <td> 7</td>\n",
        "      <td> 3</td>\n",
        "      <td> 19841</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 139</td>\n",
        "      <td> 7</td>\n",
        "      <td> 4</td>\n",
        "      <td> 22691</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 156</td>\n",
        "      <td> 8</td>\n",
        "      <td> 4</td>\n",
        "      <td> 24304</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 175</td>\n",
        "      <td> 9</td>\n",
        "      <td> 4</td>\n",
        "      <td> 25917</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 209</td>\n",
        "      <td> 9</td>\n",
        "      <td> 5</td>\n",
        "      <td> 28767</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl9barr_lvl2\" style=\"display:none\">\n",
        "      <p> Arty: 9, Barr: 2\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1613</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  3226</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6361</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7974</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 11109</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12722</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  61</td>\n",
        "      <td> 5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14335</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 17470</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  96</td>\n",
        "      <td> 6</td>\n",
        "      <td> 3</td>\n",
        "      <td> 19083</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 22218</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 139</td>\n",
        "      <td> 7</td>\n",
        "      <td> 4</td>\n",
        "      <td> 23831</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 156</td>\n",
        "      <td> 8</td>\n",
        "      <td> 4</td>\n",
        "      <td> 25444</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 190</td>\n",
        "      <td> 8</td>\n",
        "      <td> 5</td>\n",
        "      <td> 28579</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 209</td>\n",
        "      <td> 9</td>\n",
        "      <td> 5</td>\n",
        "      <td> 30192</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl9barr_lvl3\" style=\"display:none\">\n",
        "      <p> Arty: 9, Barr: 3\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1613</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5063</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6676</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8289</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 11739</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 13352</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 16802</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 18415</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  96</td>\n",
        "      <td> 6</td>\n",
        "      <td> 3</td>\n",
        "      <td> 20028</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 23478</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 139</td>\n",
        "      <td> 7</td>\n",
        "      <td> 4</td>\n",
        "      <td> 25091</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 173</td>\n",
        "      <td> 7</td>\n",
        "      <td> 5</td>\n",
        "      <td> 28541</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 190</td>\n",
        "      <td> 8</td>\n",
        "      <td> 5</td>\n",
        "      <td> 30154</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 230</td>\n",
        "      <td> 8</td>\n",
        "      <td> 6</td>\n",
        "      <td> 33604</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl9barr_lvl4\" style=\"display:none\">\n",
        "      <p> Arty: 9, Barr: 4\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1613</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5408</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7021</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 10816</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12429</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14042</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 17837</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 19450</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 23245</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 24858</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 28653</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 173</td>\n",
        "      <td> 7</td>\n",
        "      <td> 5</td>\n",
        "      <td> 30266</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 213</td>\n",
        "      <td> 7</td>\n",
        "      <td> 6</td>\n",
        "      <td> 34061</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl9barr_lvl5\" style=\"display:none\">\n",
        "      <p> Arty: 9, Barr: 5\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1613</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5783</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7396</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 11566</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 13179</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 17349</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 18962</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 23132</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 24745</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 26358</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 30528</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 173</td>\n",
        "      <td> 7</td>\n",
        "      <td> 5</td>\n",
        "      <td> 32141</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 213</td>\n",
        "      <td> 7</td>\n",
        "      <td> 6</td>\n",
        "      <td> 36311</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl9barr_lvl6\" style=\"display:none\">\n",
        "      <p> Arty: 9, Barr: 6\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1613</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6203</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7816</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12406</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14019</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 18609</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 20222</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 24812</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 26425</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 31015</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 32628</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 37218</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 213</td>\n",
        "      <td> 7</td>\n",
        "      <td> 6</td>\n",
        "      <td> 38831</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl9barr_lvl7\" style=\"display:none\">\n",
        "      <p> Arty: 9, Barr: 7\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1613</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6668</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8281</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 13336</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14949</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 20004</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 25059</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 26672</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 31727</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 33340</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 38395</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 40008</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 244</td>\n",
        "      <td> 6</td>\n",
        "      <td> 7</td>\n",
        "      <td> 45063</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl9barr_lvl8\" style=\"display:none\">\n",
        "      <p> Arty: 9, Barr: 8\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5550</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7163</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12713</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14326</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 19876</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 21489</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 27039</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 28652</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 34202</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 35815</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 41365</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 42978</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 244</td>\n",
        "      <td> 6</td>\n",
        "      <td> 7</td>\n",
        "      <td> 48528</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl9barr_lvl9\" style=\"display:none\">\n",
        "      <p> Arty: 9, Barr: 9\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6105</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7718</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 13823</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 15436</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 21541</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 23154</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 29259</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 35364</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 36977</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 43082</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 44695</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 231</td>\n",
        "      <td> 5</td>\n",
        "      <td> 7</td>\n",
        "      <td> 50800</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl9barr_lvl10\" style=\"display:none\">\n",
        "      <p> Arty: 9, Barr: 10\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6720</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8333</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 15053</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16666</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 23386</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 30106</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 31719</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 38439</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 40052</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 46772</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 53492</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl9barr_lvl11\" style=\"display:none\">\n",
        "      <p> Arty: 9, Barr: 11\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7395</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9008</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16403</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 23798</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 25411</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 32806</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 34419</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 41814</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 49209</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 50822</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 58217</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl9barr_lvl12\" style=\"display:none\">\n",
        "      <p> Arty: 9, Barr: 12\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8130</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9743</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17873</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 26003</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 27616</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 35746</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 43876</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 45489</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 53619</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 55232</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 63362</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl9barr_lvl13\" style=\"display:none\">\n",
        "      <p> Arty: 9, Barr: 13\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8940</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17880</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19493</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 28433</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 30046</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 38986</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 47926</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 49539</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 58479</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 67419</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl9barr_lvl14\" style=\"display:none\">\n",
        "      <p> Arty: 9, Barr: 14\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9840</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19680</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 21293</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 31133</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 40973</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 42586</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 52426</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 62266</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 63879</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 73719</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl9barr_lvl15\" style=\"display:none\">\n",
        "      <p> Arty: 9, Barr: 15\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10830</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 21660</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 23273</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 34103</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 44933</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 46546</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 57376</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 68206</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 79036</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl9barr_lvl16\" style=\"display:none\">\n",
        "      <p> Arty: 9, Barr: 16\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11910</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 23820</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  48</td>\n",
        "      <td> 0</td>\n",
        "      <td> 3</td>\n",
        "      <td> 35730</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 37343</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 49253</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td> 113</td>\n",
        "      <td> 1</td>\n",
        "      <td> 5</td>\n",
        "      <td> 61163</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 62776</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 74686</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 86596</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl10barr_lvl1\" style=\"display:none\">\n",
        "      <p> Arty: 10, Barr: 1\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1791</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td>  2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  3582</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td>  2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6432</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td>  3</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8223</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  34</td>\n",
        "      <td>  4</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10014</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td>  4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12864</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  61</td>\n",
        "      <td>  5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14655</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  74</td>\n",
        "      <td>  6</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16446</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  96</td>\n",
        "      <td>  6</td>\n",
        "      <td> 3</td>\n",
        "      <td> 19296</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 111</td>\n",
        "      <td>  7</td>\n",
        "      <td> 3</td>\n",
        "      <td> 21087</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 128</td>\n",
        "      <td>  8</td>\n",
        "      <td> 3</td>\n",
        "      <td> 22878</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 156</td>\n",
        "      <td>  8</td>\n",
        "      <td> 4</td>\n",
        "      <td> 25728</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 175</td>\n",
        "      <td>  9</td>\n",
        "      <td> 4</td>\n",
        "      <td> 27519</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 196</td>\n",
        "      <td> 10</td>\n",
        "      <td> 4</td>\n",
        "      <td> 29310</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 21</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
        "      <td> 15</td>\n",
        "      <td> 230</td>\n",
        "      <td> 10</td>\n",
        "      <td> 5</td>\n",
        "      <td> 32160</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl10barr_lvl2\" style=\"display:none\">\n",
        "      <p> Arty: 10, Barr: 2\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1791</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  3582</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6717</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8508</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  34</td>\n",
        "      <td> 4</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10299</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 13434</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  61</td>\n",
        "      <td> 5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 15225</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 18360</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  96</td>\n",
        "      <td> 6</td>\n",
        "      <td> 3</td>\n",
        "      <td> 20151</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 111</td>\n",
        "      <td> 7</td>\n",
        "      <td> 3</td>\n",
        "      <td> 21942</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 139</td>\n",
        "      <td> 7</td>\n",
        "      <td> 4</td>\n",
        "      <td> 25077</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 156</td>\n",
        "      <td> 8</td>\n",
        "      <td> 4</td>\n",
        "      <td> 26868</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 175</td>\n",
        "      <td> 9</td>\n",
        "      <td> 4</td>\n",
        "      <td> 28659</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 209</td>\n",
        "      <td> 9</td>\n",
        "      <td> 5</td>\n",
        "      <td> 31794</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl10barr_lvl3\" style=\"display:none\">\n",
        "      <p> Arty: 10, Barr: 3\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1791</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  3582</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7032</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8823</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12273</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14064</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  61</td>\n",
        "      <td> 5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 15855</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 19305</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  96</td>\n",
        "      <td> 6</td>\n",
        "      <td> 3</td>\n",
        "      <td> 21096</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 24546</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 139</td>\n",
        "      <td> 7</td>\n",
        "      <td> 4</td>\n",
        "      <td> 26337</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 156</td>\n",
        "      <td> 8</td>\n",
        "      <td> 4</td>\n",
        "      <td> 28128</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 190</td>\n",
        "      <td> 8</td>\n",
        "      <td> 5</td>\n",
        "      <td> 31578</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 209</td>\n",
        "      <td> 9</td>\n",
        "      <td> 5</td>\n",
        "      <td> 33369</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl10barr_lvl4\" style=\"display:none\">\n",
        "      <p> Arty: 10, Barr: 4\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1791</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5586</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7377</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9168</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12963</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14754</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 18549</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 20340</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  96</td>\n",
        "      <td> 6</td>\n",
        "      <td> 3</td>\n",
        "      <td> 22131</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 25926</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 139</td>\n",
        "      <td> 7</td>\n",
        "      <td> 4</td>\n",
        "      <td> 27717</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 173</td>\n",
        "      <td> 7</td>\n",
        "      <td> 5</td>\n",
        "      <td> 31512</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 190</td>\n",
        "      <td> 8</td>\n",
        "      <td> 5</td>\n",
        "      <td> 33303</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 230</td>\n",
        "      <td> 8</td>\n",
        "      <td> 6</td>\n",
        "      <td> 37098</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl10barr_lvl5\" style=\"display:none\">\n",
        "      <p> Arty: 10, Barr: 5\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1791</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  5961</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7752</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 11922</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 13713</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 15504</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 19674</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 21465</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 25635</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 27426</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 31596</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 173</td>\n",
        "      <td> 7</td>\n",
        "      <td> 5</td>\n",
        "      <td> 33387</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 190</td>\n",
        "      <td> 8</td>\n",
        "      <td> 5</td>\n",
        "      <td> 35178</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 230</td>\n",
        "      <td> 8</td>\n",
        "      <td> 6</td>\n",
        "      <td> 39348</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl10barr_lvl6\" style=\"display:none\">\n",
        "      <p> Arty: 10, Barr: 6\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1791</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6381</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8172</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 12762</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14553</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 19143</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 20934</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 25524</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 27315</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 29106</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 33696</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 173</td>\n",
        "      <td> 7</td>\n",
        "      <td> 5</td>\n",
        "      <td> 35487</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 213</td>\n",
        "      <td> 7</td>\n",
        "      <td> 6</td>\n",
        "      <td> 40077</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl10barr_lvl7\" style=\"display:none\">\n",
        "      <p> Arty: 10, Barr: 7\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1791</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6846</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8637</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 13692</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 15483</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 20538</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 22329</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 27384</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 29175</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 34230</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 36021</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 41076</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 213</td>\n",
        "      <td> 7</td>\n",
        "      <td> 6</td>\n",
        "      <td> 42867</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl10barr_lvl8\" style=\"display:none\">\n",
        "      <p> Arty: 10, Barr: 8\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1791</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7341</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9132</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14682</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16473</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 22023</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 23814</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 29364</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 34914</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 36705</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 42255</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 44046</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 244</td>\n",
        "      <td> 6</td>\n",
        "      <td> 7</td>\n",
        "      <td> 49596</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl10barr_lvl9\" style=\"display:none\">\n",
        "      <p> Arty: 10, Barr: 9\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6105</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7896</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14001</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 15792</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 21897</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 23688</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 29793</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 31584</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 37689</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 39480</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 45585</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 47376</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 244</td>\n",
        "      <td> 6</td>\n",
        "      <td> 7</td>\n",
        "      <td> 53481</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl10barr_lvl10\" style=\"display:none\">\n",
        "      <p> Arty: 10, Barr: 10\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6720</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8511</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 15231</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17022</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 23742</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 25533</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 32253</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 34044</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 40764</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 47484</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 49275</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 231</td>\n",
        "      <td> 5</td>\n",
        "      <td> 7</td>\n",
        "      <td> 55995</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl10barr_lvl11\" style=\"display:none\">\n",
        "      <p> Arty: 10, Barr: 11\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7395</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9186</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16581</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 18372</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 25767</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 33162</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 34953</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 42348</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 44139</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 51534</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 53325</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 231</td>\n",
        "      <td> 5</td>\n",
        "      <td> 7</td>\n",
        "      <td> 60720</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl10barr_lvl12\" style=\"display:none\">\n",
        "      <p> Arty: 10, Barr: 12\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8130</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9921</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 18051</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 26181</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 27972</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 36102</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 37893</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 46023</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 54153</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 55944</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 64074</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl10barr_lvl13\" style=\"display:none\">\n",
        "      <p> Arty: 10, Barr: 13\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8940</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10731</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19671</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 28611</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 30402</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 39342</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 48282</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 50073</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 59013</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 60804</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 69744</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl10barr_lvl14\" style=\"display:none\">\n",
        "      <p> Arty: 10, Barr: 14\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9840</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19680</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 21471</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 31311</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 33102</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 42942</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 52782</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 54573</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 64413</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 74253</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl10barr_lvl15\" style=\"display:none\">\n",
        "      <p> Arty: 10, Barr: 15\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10830</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 21660</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 23451</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 34281</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 45111</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 46902</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 57732</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 68562</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 70353</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 81183</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl10barr_lvl16\" style=\"display:none\">\n",
        "      <p> Arty: 10, Barr: 16\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td> 1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11910</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td> 2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 23820</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td> 3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 25611</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td> 4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 37521</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td> 5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 49431</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td> 6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 51222</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td> 7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 63132</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td> 8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 75042</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td> 9</td>\n",
        "      <td> 204</td>\n",
        "      <td> 2</td>\n",
        "      <td> 7</td>\n",
        "      <td> 86952</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl11barr_lvl1\" style=\"display:none\">\n",
        "      <p> Arty: 11, Barr: 1\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1988</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td>  2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  3976</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td>  2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6826</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td>  3</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8814</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  34</td>\n",
        "      <td>  4</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10802</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  45</td>\n",
        "      <td>  5</td>\n",
        "      <td> 1</td>\n",
        "      <td> 12790</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  61</td>\n",
        "      <td>  5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 15640</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  74</td>\n",
        "      <td>  6</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17628</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  89</td>\n",
        "      <td>  7</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19616</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 111</td>\n",
        "      <td>  7</td>\n",
        "      <td> 3</td>\n",
        "      <td> 22466</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 128</td>\n",
        "      <td>  8</td>\n",
        "      <td> 3</td>\n",
        "      <td> 24454</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 147</td>\n",
        "      <td>  9</td>\n",
        "      <td> 3</td>\n",
        "      <td> 26442</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 175</td>\n",
        "      <td>  9</td>\n",
        "      <td> 4</td>\n",
        "      <td> 29292</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 196</td>\n",
        "      <td> 10</td>\n",
        "      <td> 4</td>\n",
        "      <td> 31280</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 21</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
        "      <td> 15</td>\n",
        "      <td> 219</td>\n",
        "      <td> 11</td>\n",
        "      <td> 4</td>\n",
        "      <td> 33268</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 23</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl11barr_lvl2\" style=\"display:none\">\n",
        "      <p> Arty: 11, Barr: 2\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1988</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td>  2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  3976</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td>  2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7111</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td>  3</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9099</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  34</td>\n",
        "      <td>  4</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11087</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td>  4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14222</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  61</td>\n",
        "      <td>  5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16210</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  74</td>\n",
        "      <td>  6</td>\n",
        "      <td> 2</td>\n",
        "      <td> 18198</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  96</td>\n",
        "      <td>  6</td>\n",
        "      <td> 3</td>\n",
        "      <td> 21333</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 111</td>\n",
        "      <td>  7</td>\n",
        "      <td> 3</td>\n",
        "      <td> 23321</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 128</td>\n",
        "      <td>  8</td>\n",
        "      <td> 3</td>\n",
        "      <td> 25309</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 156</td>\n",
        "      <td>  8</td>\n",
        "      <td> 4</td>\n",
        "      <td> 28444</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 175</td>\n",
        "      <td>  9</td>\n",
        "      <td> 4</td>\n",
        "      <td> 30432</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 196</td>\n",
        "      <td> 10</td>\n",
        "      <td> 4</td>\n",
        "      <td> 32420</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 21</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
        "      <td> 15</td>\n",
        "      <td> 230</td>\n",
        "      <td> 10</td>\n",
        "      <td> 5</td>\n",
        "      <td> 35555</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl11barr_lvl3\" style=\"display:none\">\n",
        "      <p> Arty: 11, Barr: 3\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1988</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  3976</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7426</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9414</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  34</td>\n",
        "      <td> 4</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11402</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14852</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  61</td>\n",
        "      <td> 5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16840</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 20290</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  96</td>\n",
        "      <td> 6</td>\n",
        "      <td> 3</td>\n",
        "      <td> 22278</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 111</td>\n",
        "      <td> 7</td>\n",
        "      <td> 3</td>\n",
        "      <td> 24266</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 139</td>\n",
        "      <td> 7</td>\n",
        "      <td> 4</td>\n",
        "      <td> 27716</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 156</td>\n",
        "      <td> 8</td>\n",
        "      <td> 4</td>\n",
        "      <td> 29704</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 175</td>\n",
        "      <td> 9</td>\n",
        "      <td> 4</td>\n",
        "      <td> 31692</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 209</td>\n",
        "      <td> 9</td>\n",
        "      <td> 5</td>\n",
        "      <td> 35142</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl11barr_lvl4\" style=\"display:none\">\n",
        "      <p> Arty: 11, Barr: 4\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1988</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  3976</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7771</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9759</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 13554</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 15542</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  61</td>\n",
        "      <td> 5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17530</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 21325</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  96</td>\n",
        "      <td> 6</td>\n",
        "      <td> 3</td>\n",
        "      <td> 23313</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 27108</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 139</td>\n",
        "      <td> 7</td>\n",
        "      <td> 4</td>\n",
        "      <td> 29096</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 156</td>\n",
        "      <td> 8</td>\n",
        "      <td> 4</td>\n",
        "      <td> 31084</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 190</td>\n",
        "      <td> 8</td>\n",
        "      <td> 5</td>\n",
        "      <td> 34879</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 209</td>\n",
        "      <td> 9</td>\n",
        "      <td> 5</td>\n",
        "      <td> 36867</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl11barr_lvl5\" style=\"display:none\">\n",
        "      <p> Arty: 11, Barr: 5\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1988</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6158</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8146</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10134</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14304</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16292</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 20462</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 22450</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  96</td>\n",
        "      <td> 6</td>\n",
        "      <td> 3</td>\n",
        "      <td> 24438</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 28608</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 139</td>\n",
        "      <td> 7</td>\n",
        "      <td> 4</td>\n",
        "      <td> 30596</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 173</td>\n",
        "      <td> 7</td>\n",
        "      <td> 5</td>\n",
        "      <td> 34766</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 190</td>\n",
        "      <td> 8</td>\n",
        "      <td> 5</td>\n",
        "      <td> 36754</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 230</td>\n",
        "      <td> 8</td>\n",
        "      <td> 6</td>\n",
        "      <td> 40924</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl11barr_lvl6\" style=\"display:none\">\n",
        "      <p> Arty: 11, Barr: 6\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1988</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6578</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8566</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 13156</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 15144</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17132</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 21722</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 23710</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 28300</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 30288</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 34878</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 173</td>\n",
        "      <td> 7</td>\n",
        "      <td> 5</td>\n",
        "      <td> 36866</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 190</td>\n",
        "      <td> 8</td>\n",
        "      <td> 5</td>\n",
        "      <td> 38854</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 230</td>\n",
        "      <td> 8</td>\n",
        "      <td> 6</td>\n",
        "      <td> 43444</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl11barr_lvl7\" style=\"display:none\">\n",
        "      <p> Arty: 11, Barr: 7\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1988</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7043</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9031</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14086</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16074</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 21129</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 23117</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 28172</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 30160</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 32148</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 37203</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 173</td>\n",
        "      <td> 7</td>\n",
        "      <td> 5</td>\n",
        "      <td> 39191</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 213</td>\n",
        "      <td> 7</td>\n",
        "      <td> 6</td>\n",
        "      <td> 44246</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl11barr_lvl8\" style=\"display:none\">\n",
        "      <p> Arty: 11, Barr: 8\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1988</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7538</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9526</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 15076</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17064</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 22614</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 24602</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 30152</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 32140</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 37690</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 39678</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 45228</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 213</td>\n",
        "      <td> 7</td>\n",
        "      <td> 6</td>\n",
        "      <td> 47216</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl11barr_lvl9\" style=\"display:none\">\n",
        "      <p> Arty: 11, Barr: 9\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  1988</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8093</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10081</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16186</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 18174</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 24279</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 26267</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 32372</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 34360</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 40465</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 46570</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 48558</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 244</td>\n",
        "      <td> 6</td>\n",
        "      <td> 7</td>\n",
        "      <td> 54663</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl11barr_lvl10\" style=\"display:none\">\n",
        "      <p> Arty: 11, Barr: 10\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6720</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8708</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 15428</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17416</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 24136</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 26124</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 32844</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 34832</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 41552</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 43540</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 50260</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 52248</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 244</td>\n",
        "      <td> 6</td>\n",
        "      <td> 7</td>\n",
        "      <td> 58968</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl11barr_lvl11\" style=\"display:none\">\n",
        "      <p> Arty: 11, Barr: 11\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7395</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9383</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16778</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 18766</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 26161</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 28149</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 35544</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 37532</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 44927</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 52322</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 54310</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 231</td>\n",
        "      <td> 5</td>\n",
        "      <td> 7</td>\n",
        "      <td> 61705</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl11barr_lvl12\" style=\"display:none\">\n",
        "      <p> Arty: 11, Barr: 12\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8130</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10118</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 18248</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 20236</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 28366</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 36496</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 38484</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 46614</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 48602</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 56732</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 58720</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 231</td>\n",
        "      <td> 5</td>\n",
        "      <td> 7</td>\n",
        "      <td> 66850</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl11barr_lvl13\" style=\"display:none\">\n",
        "      <p> Arty: 11, Barr: 13\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8940</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10928</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19868</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 28808</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 30796</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 39736</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 41724</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 50664</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 59604</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 61592</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 70532</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl11barr_lvl14\" style=\"display:none\">\n",
        "      <p> Arty: 11, Barr: 14\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9840</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11828</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 21668</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 31508</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 33496</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 43336</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 53176</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 55164</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 65004</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 66992</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 76832</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl11barr_lvl15\" style=\"display:none\">\n",
        "      <p> Arty: 11, Barr: 15\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10830</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 21660</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 23648</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 34478</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 36466</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 47296</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 58126</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 60114</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 70944</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 81774</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl11barr_lvl16\" style=\"display:none\">\n",
        "      <p> Arty: 11, Barr: 16\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11910</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 23820</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 25808</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 37718</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  79</td>\n",
        "      <td> 1</td>\n",
        "      <td> 4</td>\n",
        "      <td> 49628</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 51616</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 63526</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 158</td>\n",
        "      <td> 2</td>\n",
        "      <td> 6</td>\n",
        "      <td> 75436</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 77424</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 89334</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl12barr_lvl1\" style=\"display:none\">\n",
        "      <p> Arty: 12, Barr: 1\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2206</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td>  2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  4412</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  15</td>\n",
        "      <td>  3</td>\n",
        "      <td> 0</td>\n",
        "      <td>  6618</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td>  3</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9468</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  34</td>\n",
        "      <td>  4</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11674</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  45</td>\n",
        "      <td>  5</td>\n",
        "      <td> 1</td>\n",
        "      <td> 13880</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  61</td>\n",
        "      <td>  5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16730</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  74</td>\n",
        "      <td>  6</td>\n",
        "      <td> 2</td>\n",
        "      <td> 18936</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  89</td>\n",
        "      <td>  7</td>\n",
        "      <td> 2</td>\n",
        "      <td> 21142</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 111</td>\n",
        "      <td>  7</td>\n",
        "      <td> 3</td>\n",
        "      <td> 23992</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 128</td>\n",
        "      <td>  8</td>\n",
        "      <td> 3</td>\n",
        "      <td> 26198</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 147</td>\n",
        "      <td>  9</td>\n",
        "      <td> 3</td>\n",
        "      <td> 28404</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 168</td>\n",
        "      <td> 10</td>\n",
        "      <td> 3</td>\n",
        "      <td> 30610</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 21</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 196</td>\n",
        "      <td> 10</td>\n",
        "      <td> 4</td>\n",
        "      <td> 33460</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
        "      <td> 15</td>\n",
        "      <td> 219</td>\n",
        "      <td> 11</td>\n",
        "      <td> 4</td>\n",
        "      <td> 35666</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 23</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl12barr_lvl2\" style=\"display:none\">\n",
        "      <p> Arty: 12, Barr: 2\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2206</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td>  2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  4412</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  15</td>\n",
        "      <td>  3</td>\n",
        "      <td> 0</td>\n",
        "      <td>  6618</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td>  3</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9753</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  34</td>\n",
        "      <td>  4</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11959</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  45</td>\n",
        "      <td>  5</td>\n",
        "      <td> 1</td>\n",
        "      <td> 14165</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  61</td>\n",
        "      <td>  5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17300</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  74</td>\n",
        "      <td>  6</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19506</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  89</td>\n",
        "      <td>  7</td>\n",
        "      <td> 2</td>\n",
        "      <td> 21712</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 111</td>\n",
        "      <td>  7</td>\n",
        "      <td> 3</td>\n",
        "      <td> 24847</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 128</td>\n",
        "      <td>  8</td>\n",
        "      <td> 3</td>\n",
        "      <td> 27053</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 147</td>\n",
        "      <td>  9</td>\n",
        "      <td> 3</td>\n",
        "      <td> 29259</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 175</td>\n",
        "      <td>  9</td>\n",
        "      <td> 4</td>\n",
        "      <td> 32394</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 196</td>\n",
        "      <td> 10</td>\n",
        "      <td> 4</td>\n",
        "      <td> 34600</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 21</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
        "      <td> 15</td>\n",
        "      <td> 219</td>\n",
        "      <td> 11</td>\n",
        "      <td> 4</td>\n",
        "      <td> 36806</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 23</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl12barr_lvl3\" style=\"display:none\">\n",
        "      <p> Arty: 12, Barr: 3\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2206</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td>  2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  4412</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td>  2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7862</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td>  3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10068</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  34</td>\n",
        "      <td>  4</td>\n",
        "      <td> 1</td>\n",
        "      <td> 12274</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td>  4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 15724</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  61</td>\n",
        "      <td>  5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17930</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  74</td>\n",
        "      <td>  6</td>\n",
        "      <td> 2</td>\n",
        "      <td> 20136</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  96</td>\n",
        "      <td>  6</td>\n",
        "      <td> 3</td>\n",
        "      <td> 23586</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 111</td>\n",
        "      <td>  7</td>\n",
        "      <td> 3</td>\n",
        "      <td> 25792</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 128</td>\n",
        "      <td>  8</td>\n",
        "      <td> 3</td>\n",
        "      <td> 27998</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 156</td>\n",
        "      <td>  8</td>\n",
        "      <td> 4</td>\n",
        "      <td> 31448</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 175</td>\n",
        "      <td>  9</td>\n",
        "      <td> 4</td>\n",
        "      <td> 33654</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 196</td>\n",
        "      <td> 10</td>\n",
        "      <td> 4</td>\n",
        "      <td> 35860</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 21</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
        "      <td> 15</td>\n",
        "      <td> 230</td>\n",
        "      <td> 10</td>\n",
        "      <td> 5</td>\n",
        "      <td> 39310</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl12barr_lvl4\" style=\"display:none\">\n",
        "      <p> Arty: 12, Barr: 4\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2206</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  4412</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8207</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10413</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  34</td>\n",
        "      <td> 4</td>\n",
        "      <td> 1</td>\n",
        "      <td> 12619</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16414</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  61</td>\n",
        "      <td> 5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 18620</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 22415</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  96</td>\n",
        "      <td> 6</td>\n",
        "      <td> 3</td>\n",
        "      <td> 24621</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 111</td>\n",
        "      <td> 7</td>\n",
        "      <td> 3</td>\n",
        "      <td> 26827</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 139</td>\n",
        "      <td> 7</td>\n",
        "      <td> 4</td>\n",
        "      <td> 30622</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 156</td>\n",
        "      <td> 8</td>\n",
        "      <td> 4</td>\n",
        "      <td> 32828</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 175</td>\n",
        "      <td> 9</td>\n",
        "      <td> 4</td>\n",
        "      <td> 35034</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 209</td>\n",
        "      <td> 9</td>\n",
        "      <td> 5</td>\n",
        "      <td> 38829</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl12barr_lvl5\" style=\"display:none\">\n",
        "      <p> Arty: 12, Barr: 5\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2206</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  4412</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8582</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10788</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14958</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17164</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  61</td>\n",
        "      <td> 5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19370</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 23540</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  96</td>\n",
        "      <td> 6</td>\n",
        "      <td> 3</td>\n",
        "      <td> 25746</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 29916</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 139</td>\n",
        "      <td> 7</td>\n",
        "      <td> 4</td>\n",
        "      <td> 32122</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 156</td>\n",
        "      <td> 8</td>\n",
        "      <td> 4</td>\n",
        "      <td> 34328</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 190</td>\n",
        "      <td> 8</td>\n",
        "      <td> 5</td>\n",
        "      <td> 38498</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 209</td>\n",
        "      <td> 9</td>\n",
        "      <td> 5</td>\n",
        "      <td> 40704</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl12barr_lvl6\" style=\"display:none\">\n",
        "      <p> Arty: 12, Barr: 6\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2206</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  6796</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9002</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11208</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 15798</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 18004</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 22594</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 24800</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  96</td>\n",
        "      <td> 6</td>\n",
        "      <td> 3</td>\n",
        "      <td> 27006</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 31596</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 139</td>\n",
        "      <td> 7</td>\n",
        "      <td> 4</td>\n",
        "      <td> 33802</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 173</td>\n",
        "      <td> 7</td>\n",
        "      <td> 5</td>\n",
        "      <td> 38392</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 190</td>\n",
        "      <td> 8</td>\n",
        "      <td> 5</td>\n",
        "      <td> 40598</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 209</td>\n",
        "      <td> 9</td>\n",
        "      <td> 5</td>\n",
        "      <td> 42804</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl12barr_lvl7\" style=\"display:none\">\n",
        "      <p> Arty: 12, Barr: 7\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2206</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7261</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9467</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 14522</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16728</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 18934</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 23989</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 26195</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 31250</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 33456</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 38511</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 173</td>\n",
        "      <td> 7</td>\n",
        "      <td> 5</td>\n",
        "      <td> 40717</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 190</td>\n",
        "      <td> 8</td>\n",
        "      <td> 5</td>\n",
        "      <td> 42923</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 230</td>\n",
        "      <td> 8</td>\n",
        "      <td> 6</td>\n",
        "      <td> 47978</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl12barr_lvl8\" style=\"display:none\">\n",
        "      <p> Arty: 12, Barr: 8\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2206</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7756</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9962</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 15512</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17718</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 23268</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 25474</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 27680</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 33230</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 35436</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 40986</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 173</td>\n",
        "      <td> 7</td>\n",
        "      <td> 5</td>\n",
        "      <td> 43192</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 213</td>\n",
        "      <td> 7</td>\n",
        "      <td> 6</td>\n",
        "      <td> 48742</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl12barr_lvl9\" style=\"display:none\">\n",
        "      <p> Arty: 12, Barr: 9\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2206</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8311</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10517</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16622</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 18828</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 24933</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 27139</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 33244</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 35450</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 41555</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 43761</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 49866</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 213</td>\n",
        "      <td> 7</td>\n",
        "      <td> 6</td>\n",
        "      <td> 52072</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl12barr_lvl10\" style=\"display:none\">\n",
        "      <p> Arty: 12, Barr: 10\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2206</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8926</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11132</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17852</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 20058</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 26778</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 28984</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 35704</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 37910</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 44630</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 46836</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 53556</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 213</td>\n",
        "      <td> 7</td>\n",
        "      <td> 6</td>\n",
        "      <td> 55762</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl12barr_lvl11\" style=\"display:none\">\n",
        "      <p> Arty: 12, Barr: 11\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7395</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9601</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16996</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19202</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 26597</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 28803</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 36198</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 38404</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 45799</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 48005</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 55400</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 57606</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 244</td>\n",
        "      <td> 6</td>\n",
        "      <td> 7</td>\n",
        "      <td> 65001</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl12barr_lvl12\" style=\"display:none\">\n",
        "      <p> Arty: 12, Barr: 12\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8130</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10336</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 18466</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 20672</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 28802</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 31008</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 39138</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 41344</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 49474</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 57604</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 59810</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 231</td>\n",
        "      <td> 5</td>\n",
        "      <td> 7</td>\n",
        "      <td> 67940</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl12barr_lvl13\" style=\"display:none\">\n",
        "      <p> Arty: 12, Barr: 13\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8940</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11146</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 20086</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 22292</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 31232</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 40172</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 42378</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 51318</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 53524</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 62464</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 64670</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 231</td>\n",
        "      <td> 5</td>\n",
        "      <td> 7</td>\n",
        "      <td> 73610</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl12barr_lvl14\" style=\"display:none\">\n",
        "      <p> Arty: 12, Barr: 14\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9840</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 12046</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 21886</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 31726</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 33932</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 43772</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 45978</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 55818</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 65658</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 67864</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 77704</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl12barr_lvl15\" style=\"display:none\">\n",
        "      <p> Arty: 12, Barr: 15\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10830</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 13036</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 23866</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 34696</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 36902</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 47732</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 58562</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 60768</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 71598</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 73804</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 84634</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl12barr_lvl16\" style=\"display:none\">\n",
        "      <p> Arty: 12, Barr: 16\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11910</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
        "      <td>  2</td>\n",
        "      <td>  26</td>\n",
        "      <td> 0</td>\n",
        "      <td> 2</td>\n",
        "      <td> 23820</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 26026</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 37936</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 40142</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 52052</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 63962</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 66168</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 78078</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
        "      <td> 10</td>\n",
        "      <td> 211</td>\n",
        "      <td> 3</td>\n",
        "      <td> 7</td>\n",
        "      <td> 89988</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl13barr_lvl1\" style=\"display:none\">\n",
        "      <p> Arty: 13, Barr: 1\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2449</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td>  2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  4898</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  15</td>\n",
        "      <td>  3</td>\n",
        "      <td> 0</td>\n",
        "      <td>  7347</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td>  3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10197</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  34</td>\n",
        "      <td>  4</td>\n",
        "      <td> 1</td>\n",
        "      <td> 12646</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  45</td>\n",
        "      <td>  5</td>\n",
        "      <td> 1</td>\n",
        "      <td> 15095</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  58</td>\n",
        "      <td>  6</td>\n",
        "      <td> 1</td>\n",
        "      <td> 17544</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  74</td>\n",
        "      <td>  6</td>\n",
        "      <td> 2</td>\n",
        "      <td> 20394</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  89</td>\n",
        "      <td>  7</td>\n",
        "      <td> 2</td>\n",
        "      <td> 22843</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 106</td>\n",
        "      <td>  8</td>\n",
        "      <td> 2</td>\n",
        "      <td> 25292</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 128</td>\n",
        "      <td>  8</td>\n",
        "      <td> 3</td>\n",
        "      <td> 28142</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 147</td>\n",
        "      <td>  9</td>\n",
        "      <td> 3</td>\n",
        "      <td> 30591</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 168</td>\n",
        "      <td> 10</td>\n",
        "      <td> 3</td>\n",
        "      <td> 33040</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 21</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 191</td>\n",
        "      <td> 11</td>\n",
        "      <td> 3</td>\n",
        "      <td> 35489</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 23</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
        "      <td> 15</td>\n",
        "      <td> 219</td>\n",
        "      <td> 11</td>\n",
        "      <td> 4</td>\n",
        "      <td> 38339</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl13barr_lvl2\" style=\"display:none\">\n",
        "      <p> Arty: 13, Barr: 2\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2449</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td>  2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  4898</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  15</td>\n",
        "      <td>  3</td>\n",
        "      <td> 0</td>\n",
        "      <td>  7347</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td>  3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10482</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  34</td>\n",
        "      <td>  4</td>\n",
        "      <td> 1</td>\n",
        "      <td> 12931</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  45</td>\n",
        "      <td>  5</td>\n",
        "      <td> 1</td>\n",
        "      <td> 15380</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  61</td>\n",
        "      <td>  5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 18515</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  74</td>\n",
        "      <td>  6</td>\n",
        "      <td> 2</td>\n",
        "      <td> 20964</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  89</td>\n",
        "      <td>  7</td>\n",
        "      <td> 2</td>\n",
        "      <td> 23413</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 106</td>\n",
        "      <td>  8</td>\n",
        "      <td> 2</td>\n",
        "      <td> 25862</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 128</td>\n",
        "      <td>  8</td>\n",
        "      <td> 3</td>\n",
        "      <td> 28997</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 147</td>\n",
        "      <td>  9</td>\n",
        "      <td> 3</td>\n",
        "      <td> 31446</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 168</td>\n",
        "      <td> 10</td>\n",
        "      <td> 3</td>\n",
        "      <td> 33895</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 21</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 196</td>\n",
        "      <td> 10</td>\n",
        "      <td> 4</td>\n",
        "      <td> 37030</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
        "      <td> 15</td>\n",
        "      <td> 219</td>\n",
        "      <td> 11</td>\n",
        "      <td> 4</td>\n",
        "      <td> 39479</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 23</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl13barr_lvl3\" style=\"display:none\">\n",
        "      <p> Arty: 13, Barr: 3\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2449</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td>  2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  4898</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  15</td>\n",
        "      <td>  3</td>\n",
        "      <td> 0</td>\n",
        "      <td>  7347</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td>  3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10797</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  34</td>\n",
        "      <td>  4</td>\n",
        "      <td> 1</td>\n",
        "      <td> 13246</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  45</td>\n",
        "      <td>  5</td>\n",
        "      <td> 1</td>\n",
        "      <td> 15695</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  61</td>\n",
        "      <td>  5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19145</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  74</td>\n",
        "      <td>  6</td>\n",
        "      <td> 2</td>\n",
        "      <td> 21594</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  89</td>\n",
        "      <td>  7</td>\n",
        "      <td> 2</td>\n",
        "      <td> 24043</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 111</td>\n",
        "      <td>  7</td>\n",
        "      <td> 3</td>\n",
        "      <td> 27493</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 128</td>\n",
        "      <td>  8</td>\n",
        "      <td> 3</td>\n",
        "      <td> 29942</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 147</td>\n",
        "      <td>  9</td>\n",
        "      <td> 3</td>\n",
        "      <td> 32391</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 175</td>\n",
        "      <td>  9</td>\n",
        "      <td> 4</td>\n",
        "      <td> 35841</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 196</td>\n",
        "      <td> 10</td>\n",
        "      <td> 4</td>\n",
        "      <td> 38290</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 21</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
        "      <td> 15</td>\n",
        "      <td> 219</td>\n",
        "      <td> 11</td>\n",
        "      <td> 4</td>\n",
        "      <td> 40739</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 23</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl13barr_lvl4\" style=\"display:none\">\n",
        "      <p> Arty: 13, Barr: 4\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2449</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td>  2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  4898</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td>  2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8693</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td>  3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11142</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  34</td>\n",
        "      <td>  4</td>\n",
        "      <td> 1</td>\n",
        "      <td> 13591</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td>  4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17386</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  61</td>\n",
        "      <td>  5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19835</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  74</td>\n",
        "      <td>  6</td>\n",
        "      <td> 2</td>\n",
        "      <td> 22284</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  96</td>\n",
        "      <td>  6</td>\n",
        "      <td> 3</td>\n",
        "      <td> 26079</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 111</td>\n",
        "      <td>  7</td>\n",
        "      <td> 3</td>\n",
        "      <td> 28528</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 128</td>\n",
        "      <td>  8</td>\n",
        "      <td> 3</td>\n",
        "      <td> 30977</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 156</td>\n",
        "      <td>  8</td>\n",
        "      <td> 4</td>\n",
        "      <td> 34772</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 175</td>\n",
        "      <td>  9</td>\n",
        "      <td> 4</td>\n",
        "      <td> 37221</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 196</td>\n",
        "      <td> 10</td>\n",
        "      <td> 4</td>\n",
        "      <td> 39670</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 21</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
        "      <td> 15</td>\n",
        "      <td> 230</td>\n",
        "      <td> 10</td>\n",
        "      <td> 5</td>\n",
        "      <td> 43465</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl13barr_lvl5\" style=\"display:none\">\n",
        "      <p> Arty: 13, Barr: 5\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2449</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  4898</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9068</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11517</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  34</td>\n",
        "      <td> 4</td>\n",
        "      <td> 1</td>\n",
        "      <td> 13966</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 18136</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  61</td>\n",
        "      <td> 5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 20585</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 24755</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  96</td>\n",
        "      <td> 6</td>\n",
        "      <td> 3</td>\n",
        "      <td> 27204</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 111</td>\n",
        "      <td> 7</td>\n",
        "      <td> 3</td>\n",
        "      <td> 29653</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 139</td>\n",
        "      <td> 7</td>\n",
        "      <td> 4</td>\n",
        "      <td> 33823</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 156</td>\n",
        "      <td> 8</td>\n",
        "      <td> 4</td>\n",
        "      <td> 36272</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 175</td>\n",
        "      <td> 9</td>\n",
        "      <td> 4</td>\n",
        "      <td> 38721</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 209</td>\n",
        "      <td> 9</td>\n",
        "      <td> 5</td>\n",
        "      <td> 42891</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl13barr_lvl6\" style=\"display:none\">\n",
        "      <p> Arty: 13, Barr: 6\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2449</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  4898</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9488</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11937</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 16527</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 18976</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  61</td>\n",
        "      <td> 5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 21425</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 26015</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  96</td>\n",
        "      <td> 6</td>\n",
        "      <td> 3</td>\n",
        "      <td> 28464</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 33054</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 139</td>\n",
        "      <td> 7</td>\n",
        "      <td> 4</td>\n",
        "      <td> 35503</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 156</td>\n",
        "      <td> 8</td>\n",
        "      <td> 4</td>\n",
        "      <td> 37952</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 190</td>\n",
        "      <td> 8</td>\n",
        "      <td> 5</td>\n",
        "      <td> 42542</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 209</td>\n",
        "      <td> 9</td>\n",
        "      <td> 5</td>\n",
        "      <td> 44991</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl13barr_lvl7\" style=\"display:none\">\n",
        "      <p> Arty: 13, Barr: 7\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2449</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7504</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9953</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 12402</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17457</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19906</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 24961</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 27410</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  96</td>\n",
        "      <td> 6</td>\n",
        "      <td> 3</td>\n",
        "      <td> 29859</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 34914</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 139</td>\n",
        "      <td> 7</td>\n",
        "      <td> 4</td>\n",
        "      <td> 37363</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 173</td>\n",
        "      <td> 7</td>\n",
        "      <td> 5</td>\n",
        "      <td> 42418</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 190</td>\n",
        "      <td> 8</td>\n",
        "      <td> 5</td>\n",
        "      <td> 44867</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 209</td>\n",
        "      <td> 9</td>\n",
        "      <td> 5</td>\n",
        "      <td> 47316</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl13barr_lvl8\" style=\"display:none\">\n",
        "      <p> Arty: 13, Barr: 8\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2449</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  7999</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10448</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 12897</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 18447</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 20896</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 26446</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 28895</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 34445</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 36894</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 42444</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 173</td>\n",
        "      <td> 7</td>\n",
        "      <td> 5</td>\n",
        "      <td> 44893</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 190</td>\n",
        "      <td> 8</td>\n",
        "      <td> 5</td>\n",
        "      <td> 47342</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 230</td>\n",
        "      <td> 8</td>\n",
        "      <td> 6</td>\n",
        "      <td> 52892</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl13barr_lvl9\" style=\"display:none\">\n",
        "      <p> Arty: 13, Barr: 9\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2449</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8554</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11003</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 17108</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19557</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 25662</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 28111</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 30560</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 36665</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 39114</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 45219</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 173</td>\n",
        "      <td> 7</td>\n",
        "      <td> 5</td>\n",
        "      <td> 47668</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 213</td>\n",
        "      <td> 7</td>\n",
        "      <td> 6</td>\n",
        "      <td> 53773</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl13barr_lvl10\" style=\"display:none\">\n",
        "      <p> Arty: 13, Barr: 10\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2449</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9169</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11618</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 18338</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 20787</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 27507</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 29956</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 36676</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 39125</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 45845</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 48294</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 55014</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 213</td>\n",
        "      <td> 7</td>\n",
        "      <td> 6</td>\n",
        "      <td> 57463</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl13barr_lvl11\" style=\"display:none\">\n",
        "      <p> Arty: 13, Barr: 11\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2449</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9844</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 12293</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19688</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 22137</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 29532</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 31981</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 39376</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 41825</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 49220</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 158</td>\n",
        "      <td> 6</td>\n",
        "      <td> 5</td>\n",
        "      <td> 51669</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 59064</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 213</td>\n",
        "      <td> 7</td>\n",
        "      <td> 6</td>\n",
        "      <td> 61513</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl13barr_lvl12\" style=\"display:none\">\n",
        "      <p> Arty: 13, Barr: 12\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2449</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10579</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 18709</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 21158</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 29288</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 31737</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 39867</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 42316</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 50446</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 145</td>\n",
        "      <td> 5</td>\n",
        "      <td> 5</td>\n",
        "      <td> 52895</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 61025</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 198</td>\n",
        "      <td> 6</td>\n",
        "      <td> 6</td>\n",
        "      <td> 63474</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 244</td>\n",
        "      <td> 6</td>\n",
        "      <td> 7</td>\n",
        "      <td> 71604</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl13barr_lvl13\" style=\"display:none\">\n",
        "      <p> Arty: 13, Barr: 13\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8940</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11389</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 20329</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 22778</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 31718</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  63</td>\n",
        "      <td> 3</td>\n",
        "      <td> 3</td>\n",
        "      <td> 34167</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 43107</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 100</td>\n",
        "      <td> 4</td>\n",
        "      <td> 4</td>\n",
        "      <td> 45556</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 54496</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 63436</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 65885</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 231</td>\n",
        "      <td> 5</td>\n",
        "      <td> 7</td>\n",
        "      <td> 74825</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl13barr_lvl14\" style=\"display:none\">\n",
        "      <p> Arty: 13, Barr: 14\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9840</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 12289</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 22129</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  34</td>\n",
        "      <td> 2</td>\n",
        "      <td> 2</td>\n",
        "      <td> 24578</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 34418</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 44258</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 46707</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 56547</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 58996</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 68836</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 185</td>\n",
        "      <td> 5</td>\n",
        "      <td> 6</td>\n",
        "      <td> 71285</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 231</td>\n",
        "      <td> 5</td>\n",
        "      <td> 7</td>\n",
        "      <td> 81125</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl13barr_lvl15\" style=\"display:none\">\n",
        "      <p> Arty: 13, Barr: 15\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10830</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 13279</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 24109</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 34939</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 37388</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 48218</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  91</td>\n",
        "      <td> 3</td>\n",
        "      <td> 4</td>\n",
        "      <td> 50667</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 61497</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 134</td>\n",
        "      <td> 4</td>\n",
        "      <td> 5</td>\n",
        "      <td> 63946</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 74776</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 85606</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl13barr_lvl16\" style=\"display:none\">\n",
        "      <p> Arty: 13, Barr: 16\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>  10</td>\n",
        "      <td> 0</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11910</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td> 14359</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  29</td>\n",
        "      <td> 1</td>\n",
        "      <td> 2</td>\n",
        "      <td> 26269</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  51</td>\n",
        "      <td> 1</td>\n",
        "      <td> 3</td>\n",
        "      <td> 38179</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  56</td>\n",
        "      <td> 2</td>\n",
        "      <td> 3</td>\n",
        "      <td> 40628</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  84</td>\n",
        "      <td> 2</td>\n",
        "      <td> 4</td>\n",
        "      <td> 52538</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td> 118</td>\n",
        "      <td> 2</td>\n",
        "      <td> 5</td>\n",
        "      <td> 64448</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td> 125</td>\n",
        "      <td> 3</td>\n",
        "      <td> 5</td>\n",
        "      <td> 66897</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 165</td>\n",
        "      <td> 3</td>\n",
        "      <td> 6</td>\n",
        "      <td> 78807</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 174</td>\n",
        "      <td> 4</td>\n",
        "      <td> 6</td>\n",
        "      <td> 81256</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 220</td>\n",
        "      <td> 4</td>\n",
        "      <td> 7</td>\n",
        "      <td> 93166</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 46</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl14barr_lvl1\" style=\"display:none\">\n",
        "      <p> Arty: 14, Barr: 1\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2718</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td>  2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  5436</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  15</td>\n",
        "      <td>  3</td>\n",
        "      <td> 0</td>\n",
        "      <td>  8154</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  24</td>\n",
        "      <td>  4</td>\n",
        "      <td> 0</td>\n",
        "      <td> 10872</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  34</td>\n",
        "      <td>  4</td>\n",
        "      <td> 1</td>\n",
        "      <td> 13722</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  45</td>\n",
        "      <td>  5</td>\n",
        "      <td> 1</td>\n",
        "      <td> 16440</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  58</td>\n",
        "      <td>  6</td>\n",
        "      <td> 1</td>\n",
        "      <td> 19158</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  73</td>\n",
        "      <td>  7</td>\n",
        "      <td> 1</td>\n",
        "      <td> 21876</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  89</td>\n",
        "      <td>  7</td>\n",
        "      <td> 2</td>\n",
        "      <td> 24726</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 106</td>\n",
        "      <td>  8</td>\n",
        "      <td> 2</td>\n",
        "      <td> 27444</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 125</td>\n",
        "      <td>  9</td>\n",
        "      <td> 2</td>\n",
        "      <td> 30162</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 147</td>\n",
        "      <td>  9</td>\n",
        "      <td> 3</td>\n",
        "      <td> 33012</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 168</td>\n",
        "      <td> 10</td>\n",
        "      <td> 3</td>\n",
        "      <td> 35730</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 21</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 191</td>\n",
        "      <td> 11</td>\n",
        "      <td> 3</td>\n",
        "      <td> 38448</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 23</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
        "      <td> 15</td>\n",
        "      <td> 216</td>\n",
        "      <td> 12</td>\n",
        "      <td> 3</td>\n",
        "      <td> 41166</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 25</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl14barr_lvl2\" style=\"display:none\">\n",
        "      <p> Arty: 14, Barr: 2\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2718</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td>  2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  5436</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  15</td>\n",
        "      <td>  3</td>\n",
        "      <td> 0</td>\n",
        "      <td>  8154</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td>  3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11289</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  34</td>\n",
        "      <td>  4</td>\n",
        "      <td> 1</td>\n",
        "      <td> 14007</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  45</td>\n",
        "      <td>  5</td>\n",
        "      <td> 1</td>\n",
        "      <td> 16725</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  58</td>\n",
        "      <td>  6</td>\n",
        "      <td> 1</td>\n",
        "      <td> 19443</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  74</td>\n",
        "      <td>  6</td>\n",
        "      <td> 2</td>\n",
        "      <td> 22578</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  89</td>\n",
        "      <td>  7</td>\n",
        "      <td> 2</td>\n",
        "      <td> 25296</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 106</td>\n",
        "      <td>  8</td>\n",
        "      <td> 2</td>\n",
        "      <td> 28014</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 125</td>\n",
        "      <td>  9</td>\n",
        "      <td> 2</td>\n",
        "      <td> 30732</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 147</td>\n",
        "      <td>  9</td>\n",
        "      <td> 3</td>\n",
        "      <td> 33867</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 168</td>\n",
        "      <td> 10</td>\n",
        "      <td> 3</td>\n",
        "      <td> 36585</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 21</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 191</td>\n",
        "      <td> 11</td>\n",
        "      <td> 3</td>\n",
        "      <td> 39303</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 23</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
        "      <td> 15</td>\n",
        "      <td> 219</td>\n",
        "      <td> 11</td>\n",
        "      <td> 4</td>\n",
        "      <td> 42438</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl14barr_lvl3\" style=\"display:none\">\n",
        "      <p> Arty: 14, Barr: 3\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2718</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td>  2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  5436</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  15</td>\n",
        "      <td>  3</td>\n",
        "      <td> 0</td>\n",
        "      <td>  8154</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td>  3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11604</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  34</td>\n",
        "      <td>  4</td>\n",
        "      <td> 1</td>\n",
        "      <td> 14322</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  45</td>\n",
        "      <td>  5</td>\n",
        "      <td> 1</td>\n",
        "      <td> 17040</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  61</td>\n",
        "      <td>  5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 20490</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  74</td>\n",
        "      <td>  6</td>\n",
        "      <td> 2</td>\n",
        "      <td> 23208</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  89</td>\n",
        "      <td>  7</td>\n",
        "      <td> 2</td>\n",
        "      <td> 25926</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 106</td>\n",
        "      <td>  8</td>\n",
        "      <td> 2</td>\n",
        "      <td> 28644</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 128</td>\n",
        "      <td>  8</td>\n",
        "      <td> 3</td>\n",
        "      <td> 32094</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 147</td>\n",
        "      <td>  9</td>\n",
        "      <td> 3</td>\n",
        "      <td> 34812</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 168</td>\n",
        "      <td> 10</td>\n",
        "      <td> 3</td>\n",
        "      <td> 37530</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 21</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 196</td>\n",
        "      <td> 10</td>\n",
        "      <td> 4</td>\n",
        "      <td> 40980</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
        "      <td> 15</td>\n",
        "      <td> 219</td>\n",
        "      <td> 11</td>\n",
        "      <td> 4</td>\n",
        "      <td> 43698</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 23</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl14barr_lvl4\" style=\"display:none\">\n",
        "      <p> Arty: 14, Barr: 4\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2718</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td>  2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  5436</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  15</td>\n",
        "      <td>  3</td>\n",
        "      <td> 0</td>\n",
        "      <td>  8154</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td>  3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11949</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  34</td>\n",
        "      <td>  4</td>\n",
        "      <td> 1</td>\n",
        "      <td> 14667</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  45</td>\n",
        "      <td>  5</td>\n",
        "      <td> 1</td>\n",
        "      <td> 17385</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  61</td>\n",
        "      <td>  5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 21180</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  74</td>\n",
        "      <td>  6</td>\n",
        "      <td> 2</td>\n",
        "      <td> 23898</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  89</td>\n",
        "      <td>  7</td>\n",
        "      <td> 2</td>\n",
        "      <td> 26616</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 111</td>\n",
        "      <td>  7</td>\n",
        "      <td> 3</td>\n",
        "      <td> 30411</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 128</td>\n",
        "      <td>  8</td>\n",
        "      <td> 3</td>\n",
        "      <td> 33129</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 147</td>\n",
        "      <td>  9</td>\n",
        "      <td> 3</td>\n",
        "      <td> 35847</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 175</td>\n",
        "      <td>  9</td>\n",
        "      <td> 4</td>\n",
        "      <td> 39642</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 196</td>\n",
        "      <td> 10</td>\n",
        "      <td> 4</td>\n",
        "      <td> 42360</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 21</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
        "      <td> 15</td>\n",
        "      <td> 219</td>\n",
        "      <td> 11</td>\n",
        "      <td> 4</td>\n",
        "      <td> 45078</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 23</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl14barr_lvl5\" style=\"display:none\">\n",
        "      <p> Arty: 14, Barr: 5\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td>  1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2718</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td>  2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  5436</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td>  2</td>\n",
        "      <td> 1</td>\n",
        "      <td>  9606</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td>  3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 12324</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  34</td>\n",
        "      <td>  4</td>\n",
        "      <td> 1</td>\n",
        "      <td> 15042</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td>  4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19212</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  61</td>\n",
        "      <td>  5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 21930</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  74</td>\n",
        "      <td>  6</td>\n",
        "      <td> 2</td>\n",
        "      <td> 24648</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  96</td>\n",
        "      <td>  6</td>\n",
        "      <td> 3</td>\n",
        "      <td> 28818</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 111</td>\n",
        "      <td>  7</td>\n",
        "      <td> 3</td>\n",
        "      <td> 31536</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 128</td>\n",
        "      <td>  8</td>\n",
        "      <td> 3</td>\n",
        "      <td> 34254</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 156</td>\n",
        "      <td>  8</td>\n",
        "      <td> 4</td>\n",
        "      <td> 38424</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 175</td>\n",
        "      <td>  9</td>\n",
        "      <td> 4</td>\n",
        "      <td> 41142</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 196</td>\n",
        "      <td> 10</td>\n",
        "      <td> 4</td>\n",
        "      <td> 43860</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 21</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
        "      <td> 15</td>\n",
        "      <td> 230</td>\n",
        "      <td> 10</td>\n",
        "      <td> 5</td>\n",
        "      <td> 48030</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl14barr_lvl6\" style=\"display:none\">\n",
        "      <p> Arty: 14, Barr: 6\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2718</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  5436</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10026</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 12744</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  34</td>\n",
        "      <td> 4</td>\n",
        "      <td> 1</td>\n",
        "      <td> 15462</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 20052</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  61</td>\n",
        "      <td> 5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 22770</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  74</td>\n",
        "      <td> 6</td>\n",
        "      <td> 2</td>\n",
        "      <td> 25488</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  96</td>\n",
        "      <td> 6</td>\n",
        "      <td> 3</td>\n",
        "      <td> 30078</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 111</td>\n",
        "      <td> 7</td>\n",
        "      <td> 3</td>\n",
        "      <td> 32796</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 139</td>\n",
        "      <td> 7</td>\n",
        "      <td> 4</td>\n",
        "      <td> 37386</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 156</td>\n",
        "      <td> 8</td>\n",
        "      <td> 4</td>\n",
        "      <td> 40104</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 175</td>\n",
        "      <td> 9</td>\n",
        "      <td> 4</td>\n",
        "      <td> 42822</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 209</td>\n",
        "      <td> 9</td>\n",
        "      <td> 5</td>\n",
        "      <td> 47412</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl14barr_lvl7\" style=\"display:none\">\n",
        "      <p> Arty: 14, Barr: 7\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2718</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>   8</td>\n",
        "      <td> 2</td>\n",
        "      <td> 0</td>\n",
        "      <td>  5436</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10491</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 13209</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 18264</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 20982</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  61</td>\n",
        "      <td> 5</td>\n",
        "      <td> 2</td>\n",
        "      <td> 23700</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 28755</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  96</td>\n",
        "      <td> 6</td>\n",
        "      <td> 3</td>\n",
        "      <td> 31473</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 111</td>\n",
        "      <td> 7</td>\n",
        "      <td> 3</td>\n",
        "      <td> 34191</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 139</td>\n",
        "      <td> 7</td>\n",
        "      <td> 4</td>\n",
        "      <td> 39246</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 156</td>\n",
        "      <td> 8</td>\n",
        "      <td> 4</td>\n",
        "      <td> 41964</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 190</td>\n",
        "      <td> 8</td>\n",
        "      <td> 5</td>\n",
        "      <td> 47019</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 209</td>\n",
        "      <td> 9</td>\n",
        "      <td> 5</td>\n",
        "      <td> 49737</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl14barr_lvl8\" style=\"display:none\">\n",
        "      <p> Arty: 14, Barr: 8\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2718</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8268</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 10986</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 13704</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 19254</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 21972</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 27522</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 30240</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td>  96</td>\n",
        "      <td> 6</td>\n",
        "      <td> 3</td>\n",
        "      <td> 32958</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 38508</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 139</td>\n",
        "      <td> 7</td>\n",
        "      <td> 4</td>\n",
        "      <td> 41226</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 173</td>\n",
        "      <td> 7</td>\n",
        "      <td> 5</td>\n",
        "      <td> 46776</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 190</td>\n",
        "      <td> 8</td>\n",
        "      <td> 5</td>\n",
        "      <td> 49494</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 209</td>\n",
        "      <td> 9</td>\n",
        "      <td> 5</td>\n",
        "      <td> 52212</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 19</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl14barr_lvl9\" style=\"display:none\">\n",
        "      <p> Arty: 14, Barr: 9\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Damage</th>\n",
        "      <th>Fire</th>\n",
        "      <th>Cost</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0 </th>\n",
        "      <td>  1</td>\n",
        "      <td>   3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 0</td>\n",
        "      <td>  2718</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  3</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1 </th>\n",
        "      <td>  2</td>\n",
        "      <td>  13</td>\n",
        "      <td> 1</td>\n",
        "      <td> 1</td>\n",
        "      <td>  8823</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2 </th>\n",
        "      <td>  3</td>\n",
        "      <td>  18</td>\n",
        "      <td> 2</td>\n",
        "      <td> 1</td>\n",
        "      <td> 11541</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3 </th>\n",
        "      <td>  4</td>\n",
        "      <td>  25</td>\n",
        "      <td> 3</td>\n",
        "      <td> 1</td>\n",
        "      <td> 14259</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  7</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4 </th>\n",
        "      <td>  5</td>\n",
        "      <td>  41</td>\n",
        "      <td> 3</td>\n",
        "      <td> 2</td>\n",
        "      <td> 20364</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 16</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5 </th>\n",
        "      <td>  6</td>\n",
        "      <td>  50</td>\n",
        "      <td> 4</td>\n",
        "      <td> 2</td>\n",
        "      <td> 23082</td>\n",
        "      <td> Artillery</td>\n",
        "      <td>  9</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6 </th>\n",
        "      <td>  7</td>\n",
        "      <td>  72</td>\n",
        "      <td> 4</td>\n",
        "      <td> 3</td>\n",
        "      <td> 29187</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 22</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7 </th>\n",
        "      <td>  8</td>\n",
        "      <td>  83</td>\n",
        "      <td> 5</td>\n",
        "      <td> 3</td>\n",
        "      <td> 31905</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 11</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8 </th>\n",
        "      <td>  9</td>\n",
        "      <td> 111</td>\n",
        "      <td> 5</td>\n",
        "      <td> 4</td>\n",
        "      <td> 38010</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 28</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9 </th>\n",
        "      <td> 10</td>\n",
        "      <td> 124</td>\n",
        "      <td> 6</td>\n",
        "      <td> 4</td>\n",
        "      <td> 40728</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 13</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
        "      <td> 11</td>\n",
        "      <td> 139</td>\n",
        "      <td> 7</td>\n",
        "      <td> 4</td>\n",
        "      <td> 43446</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 15</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
        "      <td> 12</td>\n",
        "      <td> 173</td>\n",
        "      <td> 7</td>\n",
        "      <td> 5</td>\n",
        "      <td> 49551</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 34</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
        "      <td> 13</td>\n",
        "      <td> 190</td>\n",
        "      <td> 8</td>\n",
        "      <td> 5</td>\n",
        "      <td> 52269</td>\n",
        "      <td> Artillery</td>\n",
        "      <td> 17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
        "      <td> 14</td>\n",
        "      <td> 230</td>\n",
        "      <td> 8</td>\n",
        "      <td> 6</td>\n",
        "      <td> 58374</td>\n",
        "      <td>   Barrage</td>\n",
        "      <td> 40</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table> </p>\n",
        "    </div>\n",
        "    \n",
        "    <div name=\"arty_lvl14barr_lvl10\" style=\"display:none\">\n",
        "      <p> Arty: 14, Barr: 10\n",
        "<table border=\"1\" class=\"dataframe\">\n",
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>Shots</th>\n",
        "      <th>Energy</th>\n",
        "      <th>Artilleries</th>\n",
        "      <th>Barrages</th>\n",
        "      <th>Da