Update model data.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Update model data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Importing all the packages to be used in this notebook\n",
    "\n",
    "The following cell imports all the modules and functions required. Of note are `lines 18 - 20` which import the custom `electroninserts` functions. These custom functions are located within [electroninserts.py](../edit/electroninserts.py) which can be perused to ensure it is running as you would expect."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2016-05-11T22:37:22.419277",
     "start_time": "2016-05-11T22:37:21.755521"
    },
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "All modules and functions successfully imported.\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "\n",
    "import dicom\n",
    "\n",
    "from glob import glob\n",
    "\n",
    "import zipfile\n",
    "import time\n",
    "import shutil\n",
    "import datetime\n",
    "import re\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline\n",
    "\n",
    "from IPython.core.display import display, Markdown\n",
    "\n",
    "from bokeh.io import output_notebook, output_file, reset_output\n",
    "from bokeh.plotting import show, save\n",
    "\n",
    "from electroninserts import (\n",
    "    parameterise_single_insert, display_parameterisation,\n",
    "    convert2_ratio_perim_area, interactive, fallback_scatter)\n",
    "\n",
    "print(\"All modules and functions successfully imported.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already up-to-date: version_information in c:\\users\\sbiggs\\appdata\\local\\continuum\\anaconda3\\envs\\electroninserts\\lib\\site-packages\n"
     ]
    },
    {
     "data": {
      "application/json": {
       "Software versions": [
        {
         "module": "Python",
         "version": "3.5.2 64bit [MSC v.1900 64 bit (AMD64)]"
        },
        {
         "module": "IPython",
         "version": "5.0.0"
        },
        {
         "module": "OS",
         "version": "Windows 7 6.1.7601 SP1"
        },
        {
         "module": "dicom",
         "version": "0.9.9"
        },
        {
         "module": "electroninserts",
         "version": "0.1.0"
        },
        {
         "module": "re",
         "version": "2.2.1"
        },
        {
         "module": "numpy",
         "version": "1.11.1"
        },
        {
         "module": "pandas",
         "version": "0.18.1"
        },
        {
         "module": "matplotlib",
         "version": "1.5.1"
        },
        {
         "module": "bokeh",
         "version": "0.11.1"
        },
        {
         "module": "version_information",
         "version": "1.0.3"
        }
       ]
      },
      "text/html": [
       "<table><tr><th>Software</th><th>Version</th></tr><tr><td>Python</td><td>3.5.2 64bit [MSC v.1900 64 bit (AMD64)]</td></tr><tr><td>IPython</td><td>5.0.0</td></tr><tr><td>OS</td><td>Windows 7 6.1.7601 SP1</td></tr><tr><td>dicom</td><td>0.9.9</td></tr><tr><td>electroninserts</td><td>0.1.0</td></tr><tr><td>re</td><td>2.2.1</td></tr><tr><td>numpy</td><td>1.11.1</td></tr><tr><td>pandas</td><td>0.18.1</td></tr><tr><td>matplotlib</td><td>1.5.1</td></tr><tr><td>bokeh</td><td>0.11.1</td></tr><tr><td>version_information</td><td>1.0.3</td></tr><tr><td colspan='2'>Fri Aug 05 16:13:58 2016 AUS Eastern Standard Time</td></tr></table>"
      ],
      "text/latex": [
       "\\begin{tabular}{|l|l|}\\hline\n",
       "{\\bf Software} & {\\bf Version} \\\\ \\hline\\hline\n",
       "Python & 3.5.2 64bit [MSC v.1900 64 bit (AMD64)] \\\\ \\hline\n",
       "IPython & 5.0.0 \\\\ \\hline\n",
       "OS & Windows 7 6.1.7601 SP1 \\\\ \\hline\n",
       "dicom & 0.9.9 \\\\ \\hline\n",
       "electroninserts & 0.1.0 \\\\ \\hline\n",
       "re & 2.2.1 \\\\ \\hline\n",
       "numpy & 1.11.1 \\\\ \\hline\n",
       "pandas & 0.18.1 \\\\ \\hline\n",
       "matplotlib & 1.5.1 \\\\ \\hline\n",
       "bokeh & 0.11.1 \\\\ \\hline\n",
       "version_information & 1.0.3 \\\\ \\hline\n",
       "\\hline \\multicolumn{2}{|l|}{Fri Aug 05 16:13:58 2016 AUS Eastern Standard Time} \\\\ \\hline\n",
       "\\end{tabular}\n"
      ],
      "text/plain": [
       "Software versions\n",
       "Python 3.5.2 64bit [MSC v.1900 64 bit (AMD64)]\n",
       "IPython 5.0.0\n",
       "OS Windows 7 6.1.7601 SP1\n",
       "dicom 0.9.9\n",
       "electroninserts 0.1.0\n",
       "re 2.2.1\n",
       "numpy 1.11.1\n",
       "pandas 0.18.1\n",
       "matplotlib 1.5.1\n",
       "bokeh 0.11.1\n",
       "version_information 1.0.3\n",
       "Fri Aug 05 16:13:58 2016 AUS Eastern Standard Time"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# !pip install --upgrade version_information\n",
    "# %load_ext version_information\n",
    "# %version_information dicom, electroninserts, re, numpy, pandas, matplotlib, bokeh, version_information"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Recording and loading the data\n",
    "The following cells outline both your data itself the specific details of the data collection and definition. You can either write your own contents into the cells, or you can drag and drop the relevant files from your computer via windows explorer into the cell itself.\n",
    "\n",
    "Once you have input your data to please consider uploading this data to http://simonbiggs.net/electrondata for the purpose of furthering this project."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# Archive old files to minimise confusion\n",
    "old_data_files = glob('*.csv')\n",
    "old_detail_files = glob('*.yaml')\n",
    "old_report_files = glob('*.html')\n",
    "old_zip_files = glob('*.zip')\n",
    "\n",
    "old_files = np.concatenate([\n",
    "        old_data_files, old_detail_files, old_report_files, old_zip_files])\n",
    "\n",
    "for data_file in old_files:\n",
    "    os.rename(data_file, \"archive/{}\".format(data_file))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2016-05-11T22:37:38.443967",
     "start_time": "2016-05-11T22:37:38.440895"
    },
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Writing details.yaml\n"
     ]
    }
   ],
   "source": [
    "%%writefile details.yaml\n",
    "%YAML 1.1\n",
    "---\n",
    "Machine: Elekta Synergy Linac with Agility MLCs\n",
    "\n",
    "R50 (cm):\n",
    "    6 MeV: 2.45\n",
    "    9 MeV: 3.47\n",
    "    12 MeV: 4.72\n",
    "    15 MeV: 5.8\n",
    "    18 MeV: 7.2\n",
    "\n",
    "Applicator factors:\n",
    "    6 MeV:\n",
    "        6x6 cm: 0.871\n",
    "        10x10 cm: 1.000\n",
    "        14x14 cm: 1.029\n",
    "        20x20 cm: 1.022\n",
    "        25x25 cm: 1.026\n",
    "    9 MeV:\n",
    "        6x6 cm: 0.919\n",
    "        10x10 cm: 1.000\n",
    "        14x14 cm: 0.981\n",
    "        20x20 cm: 0.977\n",
    "        25x25 cm: 0.971\n",
    "    12 MeV:\n",
    "        6x6 cm: 0.971\n",
    "        10x10 cm: 1.000\n",
    "        14x14 cm: 0.990\n",
    "        20x20 cm: 0.985\n",
    "        25x25 cm: 0.983\n",
    "    15 MeV:\n",
    "        6x6 cm: 0.980\n",
    "        10x10 cm: 1.000\n",
    "        14x14 cm: 0.982\n",
    "        20x20 cm: 0.988\n",
    "        25x25 cm: 0.987\n",
    "    18 MeV:\n",
    "        6x6 cm: 1.011\n",
    "        10x10 cm: 1.000\n",
    "        14x14 cm: 0.983\n",
    "        20x20 cm: 0.979\n",
    "        25x25 cm: 0.967\n",
    "\n",
    "SSD factors:\n",
    "    100 SSD: 1.000\n",
    "\n",
    "Applicator sizes at isocentre:\n",
    "    6x6 cm: 6.3x6.3 cm\n",
    "    10x10 cm: 10.5x10.5 cm\n",
    "    14x14 cm: 14.7x14.7 cm\n",
    "    20x20 cm: 21.1x21.1 cm\n",
    "    25x25 cm: 26.3x26.3 cm\n",
    "\n",
    "Definition of modelled factor: >\n",
    "    The factor given here is the insert factor defined as the portion of the \n",
    "    electron output factor that is dependent on the insert alone. The electron \n",
    "    output factor is defined as per AAPM TG 25  as the ratio of dose per \n",
    "    monitor unit at dmax.\n",
    "\n",
    "Measurement details: >\n",
    "    Insert factors were measured in RW3 with an Advanced Markus on an Elekta \n",
    "    Agility linac. When the depth of maximum dose was shifted from the reference \n",
    "    depth this depth was searched for to a 1 mm resolution. All depth differences \n",
    "    took into account stopping power ratio corrections as per the protocol in \n",
    "    IAEA TRS 398.\n",
    "\n",
    "Insert shielding material: Cerrobend\n",
    "\n",
    "Software license of accompanying data: AGPLv3+"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2016-05-11T22:37:38.538336",
     "start_time": "2016-05-11T22:37:38.445055"
    },
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Writing data.csv\n"
     ]
    }
   ],
   "source": [
    "%%writefile data.csv\n",
    "Label,Width (cm @ 100SSD),Length (cm @ 100SSD),Energy (MeV),Applicator (cm),SSD (cm),Insert factor (dose insert / dose open)\n",
    "Simon 3cm circle,3.15,3.16,12,10,100,0.9294\n",
    "Simon 3x5cm oval,3.16,5.25,12,10,100,0.9346\n",
    "Simon 3x13cm oval,3.17,13.64,12,10,100,0.9533\n",
    "Simon 3x6.5cm oval,3.17,6.83,12,10,100,0.9488\n",
    "Simon 3x9cm oval,3.17,9.43,12,10,100,0.9488\n",
    "P4,3.55,7.7,12,10,100,0.9443\n",
    "Simon #57 cutout,3.66,5.04,12,10,100,0.9434\n",
    "Simon #112 cutout,3.71,4.36,12,10,100,0.9488\n",
    "Simon 4cm circle,4.2,4.21,12,10,100,0.956\n",
    "Simon 4x10cm oval,4.21,10.51,12,10,100,0.9709\n",
    "Simon 4x13cm oval,4.21,13.65,12,10,100,0.9756\n",
    "Simon 4x6.5cm oval,4.21,6.82,12,10,100,0.9606\n",
    "Simon 4x8cm oval,4.21,8.41,12,10,100,0.9709\n",
    "Simon #20 cutout,4.38,5.47,12,10,100,0.9634\n",
    "P10,4.48,7.29,12,10,100,0.9606\n",
    "Simon #14 cutout,4.59,5.67,12,10,100,0.9588\n",
    "Simon #3 cutout,4.59,6.54,12,10,100,0.9681\n",
    "Simon #38 cutout,4.67,6.28,12,10,100,0.9737\n",
    "Simon #22 cutout,5.21,11.4,12,10,100,0.9881\n",
    "Simon 5cm circle,5.25,5.26,12,10,100,0.9709\n",
    "Simon 5x10cm oval,5.26,10.52,12,10,100,0.9881\n",
    "Simon 5x13cm oval,5.26,13.66,12,10,100,0.9872\n",
    "Simon 5x8cm oval,5.26,8.41,12,10,100,0.9833\n",
    "Simon #104 cutout,5.34,9.64,12,10,100,0.993\n",
    "P40,5.43,11.02,12,10,100,0.9872\n",
    "Simon #19 cutout,5.72,11.6,12,10,100,0.999\n",
    "Simon #83 cutout,5.86,8.62,12,10,100,0.9891\n",
    "Simon #58 cutout,6,7.98,12,10,100,0.9911\n",
    "P3,6.04,9.22,12,10,100,0.999\n",
    "Simon #33 cutout,6.08,6.64,12,10,100,0.993\n",
    "Simon 6cm circle,6.3,6.33,12,10,100,0.9862\n",
    "Simon #43 cutout,6.31,8.24,12,10,100,0.9921\n",
    "Simon #82 cutout,6.41,8.69,12,10,100,0.999\n",
    "Simon #16 cutout,6.53,10.99,12,10,100,1\n",
    "Simon #109 cutout,6.54,8.41,12,10,100,0.993\n",
    "Simon #106 cutout,6.64,9.81,12,10,100,0.999\n",
    "Simon #34 cutout,6.78,10.98,12,10,100,1.007\n",
    "P22,6.9,10.25,12,10,100,0.999\n",
    "Simon #41 cutout,7.08,10.77,12,10,100,1.005\n",
    "Simon #6 cutout,7.18,11.27,12,10,100,0.999\n",
    "P38_1,7.21,9.03,12,10,100,1.0101\n",
    "Simon 7cm circle,7.36,7.37,12,10,100,1.003\n",
    "Simon #73 cutout,7.56,10.05,12,10,100,1.004\n",
    "P12_1,7.6,10.26,12,10,100,1.0142\n",
    "Simon #70 cutout,7.64,8.99,12,10,100,1.003\n",
    "Simon #18 cutout,7.82,10.85,12,10,100,1.002\n",
    "Simon #32 cutout,8.06,11.85,12,10,100,1.007\n",
    "Simon 8cm circle,8.4,8.42,12,10,100,1.007\n",
    "Simon 9cm circle,9.45,9.47,12,10,100,1.0081\n",
    "Simon 5cm_15MeV,4.99,5,15,10,100,0.9747\n",
    "P36_2,5.07,9.15,15,10,100,0.9911\n",
    "Simon 5.3x12.5cm_15MeV,5.26,12.45,15,10,100,0.9921\n",
    "Simon 6.1cm_15MeV,6.09,6.1,15,10,100,0.9794\n",
    "Simon 6.7x12cm_15MeV,6.76,12,15,10,100,0.999\n",
    "P5_2,6.97,9.79,15,10,100,0.996\n",
    "Simon 7.25cm_15MeV,7.23,7.26,15,10,100,1.003\n",
    "P28,7.4,9.25,15,10,100,1\n",
    "P37_1,7.73,9.66,15,10,100,1.005\n",
    "Simon 8.3cm_15MeV,8.28,8.3,15,10,100,1.005\n",
    "Simon 8.5x10.9cm_15MeV,8.5,10.85,15,10,100,1.005\n",
    "Simon 9.5cm_15MeV,9.49,9.5,15,10,100,1.0091\n",
    "P31_1,4.9,9.4,18,10,100,0.9911\n",
    "P36_1,4.9,9.4,18,10,100,0.994\n",
    "Simon 5cm_18MeV,4.99,5,18,10,100,0.9823\n",
    "Simon 5.3x12.5cm_18MeV,5.26,12.45,18,10,100,0.995\n",
    "Simon 6.1cm_18MeV,6.09,6.1,18,10,100,0.9881\n",
    "P37_4,6.67,9.28,18,10,100,1.0081\n",
    "Simon 6.7x12cm_18MeV,6.76,12,18,10,100,0.999\n",
    "P12_2,6.83,9.19,18,10,100,1.005\n",
    "P13,7.1,8.79,18,10,100,0.997\n",
    "Simon 7.25cm_18MeV,7.23,7.26,18,10,100,1.001\n",
    "Simon 8.3cm_18MeV,8.28,8.3,18,10,100,1.003\n",
    "Simon 8.5x10.9cm_18MeV,8.5,10.85,18,10,100,1.004\n",
    "P42,9.14,11.32,18,10,100,0.998\n",
    "Simon 9.5cm_18MeV,9.49,9.5,18,10,100,1.0081\n",
    "P62,3.99,6.51,6,10,100,0.9643\n",
    "P50,4.1,5.99,6,10,100,0.9662\n",
    "Simon 5cm_6MeV,4.99,5,6,10,100,0.9766\n",
    "Simon 5.3x12.5cm_6MeV,5.26,12.45,6,10,100,0.996\n",
    "P7,5.69,7.58,6,10,100,0.995\n",
    "Appears to be a standard 6cm P5_1,6,6,6,10,100,0.9887\n",
    "P9_1,5.79,7.2,6,10,100,0.9852\n",
    "Simon 6.1cm_6MeV,6.09,6.1,6,10,100,0.9901\n",
    "P24,6.47,8.25,6,10,100,0.995\n",
    "Simon 6.7x12cm_6MeV,6.76,12,6,10,100,0.998\n",
    "Simon 7.25cm_6MeV,7.23,7.26,6,10,100,1.007\n",
    "P35_2,7.43,10.3,6,10,100,0.994\n",
    "Simon 8.3cm_6MeV,8.28,8.3,6,10,100,1.006\n",
    "P6,8.5,10.73,6,10,100,0.999\n",
    "Simon 8.5x10.9cm_6MeV,8.5,10.85,6,10,100,1.003\n",
    "Simon 9.5cm_6MeV,9.49,9.5,6,10,100,1.005\n",
    "P46,4.37,6.21,9,10,100,0.9606\n",
    "Simon 5cm_9MeV,4.99,5,9,10,100,0.9588\n",
    "P53,5.09,6.32,9,10,100,0.9756\n",
    "Simon 5.3x12.5cm_9MeV,5.26,12.45,9,10,100,0.9901\n",
    "P25,5.38,8.23,9,10,100,0.9852\n",
    "P8,5.64,6.96,9,10,100,0.9775\n",
    "Simon 6.1cm_9MeV,6.09,6.1,9,10,100,0.9823\n",
    "P9_2,6.29,6.69,9,10,100,0.993\n",
    "P34_3,6.72,10.23,9,10,100,0.997\n",
    "Simon 6.7x12cm_9MeV,6.76,12,9,10,100,1\n",
    "Simon 7.25cm_9MeV,7.23,7.26,9,10,100,1.005\n",
    "Simon 8.3cm_9MeV,8.28,8.3,9,10,100,1.004\n",
    "P34_2,8.37,10.6,9,10,100,0.997\n",
    "Simon 8.5x10.9cm_9MeV,8.5,10.85,9,10,100,1.005\n",
    "P17,8.6,9.81,9,10,100,1.0111\n",
    "Simon 9.5cm_9MeV,9.49,9.5,9,10,100,1.007\n",
    "P61,4.69,14.39,12,14,100,0.9901\n",
    "P56,5.91,12.56,12,14,100,1.0091\n",
    "P15_1,7.4,13.47,12,14,100,1.0101\n",
    "P21,7.65,10.8,12,14,100,1.002\n",
    "P45,9.11,12.34,12,14,100,1.0091\n",
    "P19,7.08,8.84,15,14,100,1.0215\n",
    "P15_2,8.57,12.91,15,14,100,1.0215\n",
    "P27,9.25,11.42,15,14,100,1.0132\n",
    "P37_3,7.3,12.97,18,14,100,1.0132\n",
    "P38_2,8.69,11.49,18,14,100,1.0173\n",
    "P33,6.21,10.43,6,14,100,0.999\n",
    "P37_2,7.29,10.1,6,14,100,1.007\n",
    "P20,8.6,9.24,6,14,100,1.006\n",
    "P38_3,8.84,15.52,6,14,100,1.003\n",
    "P16,9.05,11.99,6,14,100,1.0111\n",
    "P35_1,9.28,10.58,6,14,100,1.0091\n",
    "P23,9.87,13.16,6,14,100,1.005\n",
    "P26,6.68,10.71,9,14,100,1.003\n",
    "P14_2,7.03,12.47,9,14,100,1.0173\n",
    "P34_1,7.66,11.25,9,14,100,1.006\n",
    "P18,8.6,10.32,9,14,100,1.0101\n",
    "P14_1,8.61,12.03,9,14,100,1.0163\n",
    "P31_2,10.65,17.74,18,20,100,1.0142\n",
    "P60,18.48,20.89,6,20,100,1.004\n",
    "P41,7.85,24.61,9,20,100,1.0111\n",
    "P32,9.3,22.7,9,20,100,1.0111\n",
    "P51,10,28.65,15,25,100,1.0142\n",
    "P49,2.69,4.21,6,6,100,0.8961\n",
    "P43,2.8,2.9,6,6,100,0.885\n",
    "P48,3.31,6.08,6,6,100,0.969\n",
    "P47,3.39,3.4,6,6,100,0.9083\n",
    "P35_3,3.48,4.78,6,6,100,0.939\n",
    "Standard 4cm circle P63,4,4,6,6,100,0.9425\n",
    "P59,4.1,5.89,6,6,100,0.9814\n",
    "Standard 5cm circle P29,5,5,6,6,100,0.9891\n",
    "P30,4.12,5.22,9,6,100,0.9597\n",
    "P2,4.43,5.97,9,6,100,0.9728\n",
    "P52,4.89,5.6,9,6,100,0.999\n",
    "Appears to be a standard 6cm P58,6,6,9,6,100,1.002\n",
    "P64,8.96,13.21,9,14,100,1.0121\n",
    "P65 parameterised by hand,8.4,10.7,15,14,100,1.003"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Timestamping your data and details files and optionally uploading these for others to make use of\n",
    "Now that you have created your details and data files these are to be timestamped for later reference. Please consider giving back to this project by uncommenting the final lines of this cell which will add these two newly created files to this public dropbox folder &mdash; http://simonbiggs.net/electrondata. To uncomment these lines, select them and press `Ctrl + /`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2016-05-11T22:37:41.712195",
     "start_time": "2016-05-11T22:37:38.539258"
    },
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'20160805161358_details.yaml'"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Create a timestamp for data and reports and rename the data file\n",
    "timestamp = datetime.datetime.fromtimestamp(time.time()).strftime('%Y%m%d%H%M%S')\n",
    "\n",
    "data_filename = \"{}_data.csv\".format(timestamp)\n",
    "details_filename = \"{}_details.yaml\".format(timestamp)\n",
    "shutil.move(\"data.csv\", data_filename)\n",
    "shutil.move(\"details.yaml\", details_filename)\n",
    "\n",
    "# # Uncomment these lines to give back to this project\n",
    "# import dropbox\n",
    "\n",
    "# simonbiggs_electroninserts_accesstoken = '5_VQ4CH7dO0AAAAAAAAhYhsClbUdrEnWKvMMnWagVXqKDTlTdf45ZwlKBp6Q2Rhq'\n",
    "# dpx = dropbox.dropbox.Dropbox(simonbiggs_electroninserts_accesstoken)\n",
    "# with open(data_filename, 'rb') as file:\n",
    "#     dpx.files_upload(file, \"/{}\".format(data_filename))\n",
    "# with open(details_filename, 'rb') as file:\n",
    "#     dpx.files_upload(file, \"/{}\".format(details_filename))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Once your csv has been created it can be loaded into a pandas DataFrame as such:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2016-05-11T22:37:41.739974",
     "start_time": "2016-05-11T22:37:41.713576"
    },
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Label</th>\n",
       "      <th>Width (cm @ 100SSD)</th>\n",
       "      <th>Length (cm @ 100SSD)</th>\n",
       "      <th>Energy (MeV)</th>\n",
       "      <th>Applicator (cm)</th>\n",
       "      <th>SSD (cm)</th>\n",
       "      <th>Insert factor (dose insert / dose open)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Simon 3cm circle</td>\n",
       "      <td>3.15</td>\n",
       "      <td>3.16</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9294</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Simon 3x5cm oval</td>\n",
       "      <td>3.16</td>\n",
       "      <td>5.25</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9346</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Simon 3x13cm oval</td>\n",
       "      <td>3.17</td>\n",
       "      <td>13.64</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9533</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Simon 3x6.5cm oval</td>\n",
       "      <td>3.17</td>\n",
       "      <td>6.83</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9488</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Simon 3x9cm oval</td>\n",
       "      <td>3.17</td>\n",
       "      <td>9.43</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9488</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>P4</td>\n",
       "      <td>3.55</td>\n",
       "      <td>7.70</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9443</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Simon #57 cutout</td>\n",
       "      <td>3.66</td>\n",
       "      <td>5.04</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9434</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Simon #112 cutout</td>\n",
       "      <td>3.71</td>\n",
       "      <td>4.36</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9488</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Simon 4cm circle</td>\n",
       "      <td>4.20</td>\n",
       "      <td>4.21</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9560</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Simon 4x10cm oval</td>\n",
       "      <td>4.21</td>\n",
       "      <td>10.51</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9709</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Simon 4x13cm oval</td>\n",
       "      <td>4.21</td>\n",
       "      <td>13.65</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9756</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Simon 4x6.5cm oval</td>\n",
       "      <td>4.21</td>\n",
       "      <td>6.82</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9606</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Simon 4x8cm oval</td>\n",
       "      <td>4.21</td>\n",
       "      <td>8.41</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9709</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>Simon #20 cutout</td>\n",
       "      <td>4.38</td>\n",
       "      <td>5.47</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9634</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>P10</td>\n",
       "      <td>4.48</td>\n",
       "      <td>7.29</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9606</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Simon #14 cutout</td>\n",
       "      <td>4.59</td>\n",
       "      <td>5.67</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9588</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Simon #3 cutout</td>\n",
       "      <td>4.59</td>\n",
       "      <td>6.54</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9681</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Simon #38 cutout</td>\n",
       "      <td>4.67</td>\n",
       "      <td>6.28</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9737</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Simon #22 cutout</td>\n",
       "      <td>5.21</td>\n",
       "      <td>11.40</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9881</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Simon 5cm circle</td>\n",
       "      <td>5.25</td>\n",
       "      <td>5.26</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9709</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Simon 5x10cm oval</td>\n",
       "      <td>5.26</td>\n",
       "      <td>10.52</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9881</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>Simon 5x13cm oval</td>\n",
       "      <td>5.26</td>\n",
       "      <td>13.66</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9872</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>Simon 5x8cm oval</td>\n",
       "      <td>5.26</td>\n",
       "      <td>8.41</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9833</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>Simon #104 cutout</td>\n",
       "      <td>5.34</td>\n",
       "      <td>9.64</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9930</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>P40</td>\n",
       "      <td>5.43</td>\n",
       "      <td>11.02</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9872</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>Simon #19 cutout</td>\n",
       "      <td>5.72</td>\n",
       "      <td>11.60</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9990</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>Simon #83 cutout</td>\n",
       "      <td>5.86</td>\n",
       "      <td>8.62</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9891</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Simon #58 cutout</td>\n",
       "      <td>6.00</td>\n",
       "      <td>7.98</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9911</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>P3</td>\n",
       "      <td>6.04</td>\n",
       "      <td>9.22</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9990</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Simon #33 cutout</td>\n",
       "      <td>6.08</td>\n",
       "      <td>6.64</td>\n",
       "      <td>12</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9930</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>118</th>\n",
       "      <td>P37_2</td>\n",
       "      <td>7.29</td>\n",
       "      <td>10.10</td>\n",
       "      <td>6</td>\n",
       "      <td>14</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0070</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>119</th>\n",
       "      <td>P20</td>\n",
       "      <td>8.60</td>\n",
       "      <td>9.24</td>\n",
       "      <td>6</td>\n",
       "      <td>14</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0060</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>120</th>\n",
       "      <td>P38_3</td>\n",
       "      <td>8.84</td>\n",
       "      <td>15.52</td>\n",
       "      <td>6</td>\n",
       "      <td>14</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0030</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>121</th>\n",
       "      <td>P16</td>\n",
       "      <td>9.05</td>\n",
       "      <td>11.99</td>\n",
       "      <td>6</td>\n",
       "      <td>14</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0111</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>122</th>\n",
       "      <td>P35_1</td>\n",
       "      <td>9.28</td>\n",
       "      <td>10.58</td>\n",
       "      <td>6</td>\n",
       "      <td>14</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0091</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>123</th>\n",
       "      <td>P23</td>\n",
       "      <td>9.87</td>\n",
       "      <td>13.16</td>\n",
       "      <td>6</td>\n",
       "      <td>14</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0050</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>124</th>\n",
       "      <td>P26</td>\n",
       "      <td>6.68</td>\n",
       "      <td>10.71</td>\n",
       "      <td>9</td>\n",
       "      <td>14</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0030</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>125</th>\n",
       "      <td>P14_2</td>\n",
       "      <td>7.03</td>\n",
       "      <td>12.47</td>\n",
       "      <td>9</td>\n",
       "      <td>14</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0173</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>126</th>\n",
       "      <td>P34_1</td>\n",
       "      <td>7.66</td>\n",
       "      <td>11.25</td>\n",
       "      <td>9</td>\n",
       "      <td>14</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0060</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>127</th>\n",
       "      <td>P18</td>\n",
       "      <td>8.60</td>\n",
       "      <td>10.32</td>\n",
       "      <td>9</td>\n",
       "      <td>14</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0101</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>128</th>\n",
       "      <td>P14_1</td>\n",
       "      <td>8.61</td>\n",
       "      <td>12.03</td>\n",
       "      <td>9</td>\n",
       "      <td>14</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0163</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>129</th>\n",
       "      <td>P31_2</td>\n",
       "      <td>10.65</td>\n",
       "      <td>17.74</td>\n",
       "      <td>18</td>\n",
       "      <td>20</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0142</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>130</th>\n",
       "      <td>P60</td>\n",
       "      <td>18.48</td>\n",
       "      <td>20.89</td>\n",
       "      <td>6</td>\n",
       "      <td>20</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0040</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>131</th>\n",
       "      <td>P41</td>\n",
       "      <td>7.85</td>\n",
       "      <td>24.61</td>\n",
       "      <td>9</td>\n",
       "      <td>20</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0111</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>132</th>\n",
       "      <td>P32</td>\n",
       "      <td>9.30</td>\n",
       "      <td>22.70</td>\n",
       "      <td>9</td>\n",
       "      <td>20</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0111</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>133</th>\n",
       "      <td>P51</td>\n",
       "      <td>10.00</td>\n",
       "      <td>28.65</td>\n",
       "      <td>15</td>\n",
       "      <td>25</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0142</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>P49</td>\n",
       "      <td>2.69</td>\n",
       "      <td>4.21</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>100</td>\n",
       "      <td>0.8961</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>P43</td>\n",
       "      <td>2.80</td>\n",
       "      <td>2.90</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>100</td>\n",
       "      <td>0.8850</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>P48</td>\n",
       "      <td>3.31</td>\n",
       "      <td>6.08</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9690</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>P47</td>\n",
       "      <td>3.39</td>\n",
       "      <td>3.40</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9083</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>P35_3</td>\n",
       "      <td>3.48</td>\n",
       "      <td>4.78</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9390</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>Standard 4cm circle P63</td>\n",
       "      <td>4.00</td>\n",
       "      <td>4.00</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9425</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>P59</td>\n",
       "      <td>4.10</td>\n",
       "      <td>5.89</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9814</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>Standard 5cm circle P29</td>\n",
       "      <td>5.00</td>\n",
       "      <td>5.00</td>\n",
       "      <td>6</td>\n",
       "      <td>6</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9891</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>P30</td>\n",
       "      <td>4.12</td>\n",
       "      <td>5.22</td>\n",
       "      <td>9</td>\n",
       "      <td>6</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9597</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>P2</td>\n",
       "      <td>4.43</td>\n",
       "      <td>5.97</td>\n",
       "      <td>9</td>\n",
       "      <td>6</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9728</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>P52</td>\n",
       "      <td>4.89</td>\n",
       "      <td>5.60</td>\n",
       "      <td>9</td>\n",
       "      <td>6</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9990</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>Appears to be a standard 6cm P58</td>\n",
       "      <td>6.00</td>\n",
       "      <td>6.00</td>\n",
       "      <td>9</td>\n",
       "      <td>6</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>P64</td>\n",
       "      <td>8.96</td>\n",
       "      <td>13.21</td>\n",
       "      <td>9</td>\n",
       "      <td>14</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0121</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>P65 parameterised by hand</td>\n",
       "      <td>8.40</td>\n",
       "      <td>10.70</td>\n",
       "      <td>15</td>\n",
       "      <td>14</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0030</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>148 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                Label  Width (cm @ 100SSD)  \\\n",
       "0                    Simon 3cm circle                 3.15   \n",
       "1                    Simon 3x5cm oval                 3.16   \n",
       "2                   Simon 3x13cm oval                 3.17   \n",
       "3                  Simon 3x6.5cm oval                 3.17   \n",
       "4                    Simon 3x9cm oval                 3.17   \n",
       "5                                  P4                 3.55   \n",
       "6                    Simon #57 cutout                 3.66   \n",
       "7                   Simon #112 cutout                 3.71   \n",
       "8                    Simon 4cm circle                 4.20   \n",
       "9                   Simon 4x10cm oval                 4.21   \n",
       "10                  Simon 4x13cm oval                 4.21   \n",
       "11                 Simon 4x6.5cm oval                 4.21   \n",
       "12                   Simon 4x8cm oval                 4.21   \n",
       "13                   Simon #20 cutout                 4.38   \n",
       "14                                P10                 4.48   \n",
       "15                   Simon #14 cutout                 4.59   \n",
       "16                    Simon #3 cutout                 4.59   \n",
       "17                   Simon #38 cutout                 4.67   \n",
       "18                   Simon #22 cutout                 5.21   \n",
       "19                   Simon 5cm circle                 5.25   \n",
       "20                  Simon 5x10cm oval                 5.26   \n",
       "21                  Simon 5x13cm oval                 5.26   \n",
       "22                   Simon 5x8cm oval                 5.26   \n",
       "23                  Simon #104 cutout                 5.34   \n",
       "24                                P40                 5.43   \n",
       "25                   Simon #19 cutout                 5.72   \n",
       "26                   Simon #83 cutout                 5.86   \n",
       "27                   Simon #58 cutout                 6.00   \n",
       "28                                 P3                 6.04   \n",
       "29                   Simon #33 cutout                 6.08   \n",
       "..                                ...                  ...   \n",
       "118                             P37_2                 7.29   \n",
       "119                               P20                 8.60   \n",
       "120                             P38_3                 8.84   \n",
       "121                               P16                 9.05   \n",
       "122                             P35_1                 9.28   \n",
       "123                               P23                 9.87   \n",
       "124                               P26                 6.68   \n",
       "125                             P14_2                 7.03   \n",
       "126                             P34_1                 7.66   \n",
       "127                               P18                 8.60   \n",
       "128                             P14_1                 8.61   \n",
       "129                             P31_2                10.65   \n",
       "130                               P60                18.48   \n",
       "131                               P41                 7.85   \n",
       "132                               P32                 9.30   \n",
       "133                               P51                10.00   \n",
       "134                               P49                 2.69   \n",
       "135                               P43                 2.80   \n",
       "136                               P48                 3.31   \n",
       "137                               P47                 3.39   \n",
       "138                             P35_3                 3.48   \n",
       "139           Standard 4cm circle P63                 4.00   \n",
       "140                               P59                 4.10   \n",
       "141           Standard 5cm circle P29                 5.00   \n",
       "142                               P30                 4.12   \n",
       "143                                P2                 4.43   \n",
       "144                               P52                 4.89   \n",
       "145  Appears to be a standard 6cm P58                 6.00   \n",
       "146                               P64                 8.96   \n",
       "147         P65 parameterised by hand                 8.40   \n",
       "\n",
       "     Length (cm @ 100SSD)  Energy (MeV)  Applicator (cm)  SSD (cm)  \\\n",
       "0                    3.16            12               10       100   \n",
       "1                    5.25            12               10       100   \n",
       "2                   13.64            12               10       100   \n",
       "3                    6.83            12               10       100   \n",
       "4                    9.43            12               10       100   \n",
       "5                    7.70            12               10       100   \n",
       "6                    5.04            12               10       100   \n",
       "7                    4.36            12               10       100   \n",
       "8                    4.21            12               10       100   \n",
       "9                   10.51            12               10       100   \n",
       "10                  13.65            12               10       100   \n",
       "11                   6.82            12               10       100   \n",
       "12                   8.41            12               10       100   \n",
       "13                   5.47            12               10       100   \n",
       "14                   7.29            12               10       100   \n",
       "15                   5.67            12               10       100   \n",
       "16                   6.54            12               10       100   \n",
       "17                   6.28            12               10       100   \n",
       "18                  11.40            12               10       100   \n",
       "19                   5.26            12               10       100   \n",
       "20                  10.52            12               10       100   \n",
       "21                  13.66            12               10       100   \n",
       "22                   8.41            12               10       100   \n",
       "23                   9.64            12               10       100   \n",
       "24                  11.02            12               10       100   \n",
       "25                  11.60            12               10       100   \n",
       "26                   8.62            12               10       100   \n",
       "27                   7.98            12               10       100   \n",
       "28                   9.22            12               10       100   \n",
       "29                   6.64            12               10       100   \n",
       "..                    ...           ...              ...       ...   \n",
       "118                 10.10             6               14       100   \n",
       "119                  9.24             6               14       100   \n",
       "120                 15.52             6               14       100   \n",
       "121                 11.99             6               14       100   \n",
       "122                 10.58             6               14       100   \n",
       "123                 13.16             6               14       100   \n",
       "124                 10.71             9               14       100   \n",
       "125                 12.47             9               14       100   \n",
       "126                 11.25             9               14       100   \n",
       "127                 10.32             9               14       100   \n",
       "128                 12.03             9               14       100   \n",
       "129                 17.74            18               20       100   \n",
       "130                 20.89             6               20       100   \n",
       "131                 24.61             9               20       100   \n",
       "132                 22.70             9               20       100   \n",
       "133                 28.65            15               25       100   \n",
       "134                  4.21             6                6       100   \n",
       "135                  2.90             6                6       100   \n",
       "136                  6.08             6                6       100   \n",
       "137                  3.40             6                6       100   \n",
       "138                  4.78             6                6       100   \n",
       "139                  4.00             6                6       100   \n",
       "140                  5.89             6                6       100   \n",
       "141                  5.00             6                6       100   \n",
       "142                  5.22             9                6       100   \n",
       "143                  5.97             9                6       100   \n",
       "144                  5.60             9                6       100   \n",
       "145                  6.00             9                6       100   \n",
       "146                 13.21             9               14       100   \n",
       "147                 10.70            15               14       100   \n",
       "\n",
       "     Insert factor (dose insert / dose open)  \n",
       "0                                     0.9294  \n",
       "1                                     0.9346  \n",
       "2                                     0.9533  \n",
       "3                                     0.9488  \n",
       "4                                     0.9488  \n",
       "5                                     0.9443  \n",
       "6                                     0.9434  \n",
       "7                                     0.9488  \n",
       "8                                     0.9560  \n",
       "9                                     0.9709  \n",
       "10                                    0.9756  \n",
       "11                                    0.9606  \n",
       "12                                    0.9709  \n",
       "13                                    0.9634  \n",
       "14                                    0.9606  \n",
       "15                                    0.9588  \n",
       "16                                    0.9681  \n",
       "17                                    0.9737  \n",
       "18                                    0.9881  \n",
       "19                                    0.9709  \n",
       "20                                    0.9881  \n",
       "21                                    0.9872  \n",
       "22                                    0.9833  \n",
       "23                                    0.9930  \n",
       "24                                    0.9872  \n",
       "25                                    0.9990  \n",
       "26                                    0.9891  \n",
       "27                                    0.9911  \n",
       "28                                    0.9990  \n",
       "29                                    0.9930  \n",
       "..                                       ...  \n",
       "118                                   1.0070  \n",
       "119                                   1.0060  \n",
       "120                                   1.0030  \n",
       "121                                   1.0111  \n",
       "122                                   1.0091  \n",
       "123                                   1.0050  \n",
       "124                                   1.0030  \n",
       "125                                   1.0173  \n",
       "126                                   1.0060  \n",
       "127                                   1.0101  \n",
       "128                                   1.0163  \n",
       "129                                   1.0142  \n",
       "130                                   1.0040  \n",
       "131                                   1.0111  \n",
       "132                                   1.0111  \n",
       "133                                   1.0142  \n",
       "134                                   0.8961  \n",
       "135                                   0.8850  \n",
       "136                                   0.9690  \n",
       "137                                   0.9083  \n",
       "138                                   0.9390  \n",
       "139                                   0.9425  \n",
       "140                                   0.9814  \n",
       "141                                   0.9891  \n",
       "142                                   0.9597  \n",
       "143                                   0.9728  \n",
       "144                                   0.9990  \n",
       "145                                   1.0020  \n",
       "146                                   1.0121  \n",
       "147                                   1.0030  \n",
       "\n",
       "[148 rows x 7 columns]"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = pd.read_csv(data_filename)\n",
    "data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Singling out a single energy, applicator, ssd is as simple as the following:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2016-05-11T22:37:41.802357",
     "start_time": "2016-05-11T22:37:41.741048"
    },
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Label</th>\n",
       "      <th>Width (cm @ 100SSD)</th>\n",
       "      <th>Length (cm @ 100SSD)</th>\n",
       "      <th>Energy (MeV)</th>\n",
       "      <th>Applicator (cm)</th>\n",
       "      <th>SSD (cm)</th>\n",
       "      <th>Insert factor (dose insert / dose open)</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>P62</td>\n",
       "      <td>3.99</td>\n",
       "      <td>6.51</td>\n",
       "      <td>6</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9643</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>P50</td>\n",
       "      <td>4.10</td>\n",
       "      <td>5.99</td>\n",
       "      <td>6</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9662</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>Simon 5cm_6MeV</td>\n",
       "      <td>4.99</td>\n",
       "      <td>5.00</td>\n",
       "      <td>6</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9766</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>Simon 5.3x12.5cm_6MeV</td>\n",
       "      <td>5.26</td>\n",
       "      <td>12.45</td>\n",
       "      <td>6</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9960</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>P7</td>\n",
       "      <td>5.69</td>\n",
       "      <td>7.58</td>\n",
       "      <td>6</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9950</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>Appears to be a standard 6cm P5_1</td>\n",
       "      <td>6.00</td>\n",
       "      <td>6.00</td>\n",
       "      <td>6</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9887</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>P9_1</td>\n",
       "      <td>5.79</td>\n",
       "      <td>7.20</td>\n",
       "      <td>6</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9852</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>Simon 6.1cm_6MeV</td>\n",
       "      <td>6.09</td>\n",
       "      <td>6.10</td>\n",
       "      <td>6</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9901</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>P24</td>\n",
       "      <td>6.47</td>\n",
       "      <td>8.25</td>\n",
       "      <td>6</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9950</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>Simon 6.7x12cm_6MeV</td>\n",
       "      <td>6.76</td>\n",
       "      <td>12.00</td>\n",
       "      <td>6</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9980</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>Simon 7.25cm_6MeV</td>\n",
       "      <td>7.23</td>\n",
       "      <td>7.26</td>\n",
       "      <td>6</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0070</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>P35_2</td>\n",
       "      <td>7.43</td>\n",
       "      <td>10.30</td>\n",
       "      <td>6</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9940</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>Simon 8.3cm_6MeV</td>\n",
       "      <td>8.28</td>\n",
       "      <td>8.30</td>\n",
       "      <td>6</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0060</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>P6</td>\n",
       "      <td>8.50</td>\n",
       "      <td>10.73</td>\n",
       "      <td>6</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>0.9990</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>Simon 8.5x10.9cm_6MeV</td>\n",
       "      <td>8.50</td>\n",
       "      <td>10.85</td>\n",
       "      <td>6</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0030</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>Simon 9.5cm_6MeV</td>\n",
       "      <td>9.49</td>\n",
       "      <td>9.50</td>\n",
       "      <td>6</td>\n",
       "      <td>10</td>\n",
       "      <td>100</td>\n",
       "      <td>1.0050</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                Label  Width (cm @ 100SSD)  \\\n",
       "75                                P62                 3.99   \n",
       "76                                P50                 4.10   \n",
       "77                     Simon 5cm_6MeV                 4.99   \n",
       "78              Simon 5.3x12.5cm_6MeV                 5.26   \n",
       "79                                 P7                 5.69   \n",
       "80  Appears to be a standard 6cm P5_1                 6.00   \n",
       "81                               P9_1                 5.79   \n",
       "82                   Simon 6.1cm_6MeV                 6.09   \n",
       "83                                P24                 6.47   \n",
       "84                Simon 6.7x12cm_6MeV                 6.76   \n",
       "85                  Simon 7.25cm_6MeV                 7.23   \n",
       "86                              P35_2                 7.43   \n",
       "87                   Simon 8.3cm_6MeV                 8.28   \n",
       "88                                 P6                 8.50   \n",
       "89              Simon 8.5x10.9cm_6MeV                 8.50   \n",
       "90                   Simon 9.5cm_6MeV                 9.49   \n",
       "\n",
       "    Length (cm @ 100SSD)  Energy (MeV)  Applicator (cm)  SSD (cm)  \\\n",
       "75                  6.51             6               10       100   \n",
       "76                  5.99             6               10       100   \n",
       "77                  5.00             6               10       100   \n",
       "78                 12.45             6               10       100   \n",
       "79                  7.58             6               10       100   \n",
       "80                  6.00             6               10       100   \n",
       "81                  7.20             6               10       100   \n",
       "82                  6.10             6               10       100   \n",
       "83                  8.25             6               10       100   \n",
       "84                 12.00             6               10       100   \n",
       "85                  7.26             6               10       100   \n",
       "86                 10.30             6               10       100   \n",
       "87                  8.30             6               10       100   \n",
       "88                 10.73             6               10       100   \n",
       "89                 10.85             6               10       100   \n",
       "90                  9.50             6               10       100   \n",
       "\n",
       "    Insert factor (dose insert / dose open)  \n",
       "75                                   0.9643  \n",
       "76                                   0.9662  \n",
       "77                                   0.9766  \n",
       "78                                   0.9960  \n",
       "79                                   0.9950  \n",
       "80                                   0.9887  \n",
       "81                                   0.9852  \n",
       "82                                   0.9901  \n",
       "83                                   0.9950  \n",
       "84                                   0.9980  \n",
       "85                                   1.0070  \n",
       "86                                   0.9940  \n",
       "87                                   1.0060  \n",
       "88                                   0.9990  \n",
       "89                                   1.0030  \n",
       "90                                   1.0050  "
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "energy = 6\n",
    "applicator = 10\n",
    "ssd = 100\n",
    "\n",
    "reference = (\n",
    "    (data['Energy (MeV)'] == energy) &\n",
    "    (data['Applicator (cm)'] == applicator) &\n",
    "    (data['SSD (cm)'] == ssd)\n",
    ")\n",
    "\n",
    "data[reference]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "It is also possible to test if a given combination has sufficient data:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2016-05-11T22:37:41.861621",
     "start_time": "2016-05-11T22:37:41.803447"
    },
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of data = 16\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "number_of_data = len(data[reference])\n",
    "print(\"Number of data = {}\".format(number_of_data))\n",
    "\n",
    "number_of_data >= 8"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Displaying model report given applicator / energy / ssd combination"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2016-05-11T22:37:43.645930",
     "start_time": "2016-05-11T22:37:41.862664"
    },
    "collapsed": false,
    "scrolled": false
   },
   "outputs": [
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cm^-1\",\" 0.78 cm^-1\",\" 0.78 cm^-1\",\" 0.78 cm^-1\",\" 0.78 cm^-1\",\" 0.78 cm^-1\",\" 0.78 cm^-1\",\" 0.78 cm^-1\",\" 0.78 cm^-1\",\" 0.79 cm^-1\",\" 0.79 cm^-1\",\" 0.79 cm^-1\",\" 0.79 cm^-1\",\" 0.79 cm^-1\",\" 0.79 cm^-1\",\" 0.79 cm^-1\",\" 0.79 cm^-1\",\" 0.79 cm^-1\",\" 0.79 cm^-1\",\" 0.79 cm^-1\",\" 0.79 cm^-1\",\" 0.80 cm^-1\",\" 0.80 cm^-1\",\" 0.80 cm^-1\",\" 0.80 cm^-1\",\" 0.80 cm^-1\",\" 0.80 cm^-1\",\" 0.80 cm^-1\",\" 0.80 cm^-1\",\" 0.80 cm^-1\",\" 0.80 cm^-1\",\" 0.80 cm^-1\",\" 0.80 cm^-1\",\" 0.80 cm^-1\",\" 0.81 cm^-1\",\" 0.81 cm^-1\",\" 0.81 cm^-1\",\" 0.81 cm^-1\",\" 0.81 cm^-1\",\" 0.81 cm^-1\",\" 0.81 cm^-1\",\" 0.81 cm^-1\",\" 0.81 cm^-1\",\" 0.81 cm^-1\",\" 0.81 cm^-1\",\" 0.81 cm^-1\",\" 0.82 cm^-1\",\" 0.82 cm^-1\",\" 0.82 cm^-1\",\" 0.82 cm^-1\",\" 0.82 cm^-1\",\" 0.82 cm^-1\",\" 0.82 cm^-1\",\" 0.82 cm^-1\",\" 0.82 cm^-1\",\" 0.82 cm^-1\",\" 0.82 cm^-1\",\" 0.82 cm^-1\",\" 0.83 cm^-1\",\" 0.83 cm^-1\",\" 0.83 cm^-1\",\" 0.83 cm^-1\",\" 0.83 cm^-1\",\" 0.83 cm^-1\",\" 0.83 cm^-1\",\" 0.83 cm^-1\",\" 0.83 cm^-1\",\" 0.83 cm^-1\",\" 0.83 cm^-1\",\" 0.84 cm^-1\",\" 0.84 cm^-1\",\" 0.84 cm^-1\",\" 0.84 cm^-1\",\" 0.84 cm^-1\",\" 0.84 cm^-1\",\" 0.84 cm^-1\",\" 0.84 cm^-1\",\" 0.84 cm^-1\",\" 0.84 cm^-1\",\" 0.85 cm^-1\",\" 0.85 cm^-1\",\" 0.85 cm^-1\",\" 0.85 cm^-1\",\" 0.85 cm^-1\",\" 0.85 cm^-1\",\" 0.85 cm^-1\",\" 0.85 cm^-1\",\" 0.85 cm^-1\",\" 0.85 cm^-1\",\" 0.86 cm^-1\",\" 0.86 cm^-1\",\" 0.86 cm^-1\",\" 0.86 cm^-1\",\" 0.86 cm^-1\",\" 0.86 cm^-1\",\" 0.86 cm^-1\",\" 0.86 cm^-1\",\" 0.87 cm^-1\",\" 0.87 cm^-1\",\" 0.87 cm^-1\",\" 0.87 cm^-1\",\" 0.87 cm^-1\",\" 0.87 cm^-1\",\" 0.87 cm^-1\",\" 0.87 cm^-1\",\" 0.88 cm^-1\",\" 0.88 cm^-1\",\" 0.88 cm^-1\",\" 0.88 cm^-1\",\" 0.88 cm^-1\",\" 0.88 cm^-1\",\" 0.88 cm^-1\",\" 0.89 cm^-1\",\" 0.89 cm^-1\",\" 0.89 cm^-1\",\" 0.89 cm^-1\",\" 0.89 cm^-1\"],\"hover_width\":[\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 9.3 cm\",\" 9.4 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 9.3 cm\",\" 9.4 cm\",\" 9.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 9.3 cm\",\" 9.4 cm\",\" 9.5 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 9.3 cm\",\" 9.4 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 3.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 3.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 3.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 3.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 3.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 3.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 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cm\",\" 6.8 cm\",\" 6.8 cm\",\" 6.8 cm\",\" 6.8 cm\",\" 6.8 cm\",\" 6.8 cm\",\" 6.8 cm\",\" 6.8 cm\",\" 6.8 cm\",\" 6.8 cm\",\" 6.8 cm\",\" 6.8 cm\",\" 6.8 cm\",\" 6.8 cm\",\" 6.8 cm\",\" 6.8 cm\",\" 6.8 cm\",\" 6.8 cm\",\" 6.8 cm\",\" 6.8 cm\",\" 6.8 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.2 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.3 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 cm\",\" 9.4 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cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.6 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.7 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.8 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 9.9 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.0 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.1 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.2 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.3 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.4 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.5 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.6 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.7 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.8 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 10.9 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.0 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.1 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.2 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.3 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 cm\",\" 11.4 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cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.6 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.7 cm\",\" 11.8 cm\",\" 11.8 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cm^-1\",\" 0.48 cm^-1\",\" 0.47 cm^-1\",\" 0.47 cm^-1\",\" 0.46 cm^-1\",\" 0.46 cm^-1\",\" 0.45 cm^-1\",\" 0.45 cm^-1\",\" 0.44 cm^-1\",\" 0.44 cm^-1\",\" 0.43 cm^-1\",\" 0.43 cm^-1\",\" 0.43 cm^-1\",\" 0.42 cm^-1\",\" 0.42 cm^-1\",\" 0.42 cm^-1\",\" 0.41 cm^-1\",\" 0.41 cm^-1\",\" 0.40 cm^-1\",\" 0.59 cm^-1\",\" 0.58 cm^-1\",\" 0.57 cm^-1\",\" 0.56 cm^-1\",\" 0.56 cm^-1\",\" 0.55 cm^-1\",\" 0.54 cm^-1\",\" 0.53 cm^-1\",\" 0.53 cm^-1\",\" 0.52 cm^-1\",\" 0.51 cm^-1\",\" 0.50 cm^-1\",\" 0.50 cm^-1\",\" 0.49 cm^-1\",\" 0.49 cm^-1\",\" 0.48 cm^-1\",\" 0.48 cm^-1\",\" 0.47 cm^-1\",\" 0.46 cm^-1\",\" 0.46 cm^-1\",\" 0.46 cm^-1\",\" 0.45 cm^-1\",\" 0.45 cm^-1\",\" 0.44 cm^-1\",\" 0.44 cm^-1\",\" 0.43 cm^-1\",\" 0.43 cm^-1\",\" 0.43 cm^-1\",\" 0.42 cm^-1\",\" 0.42 cm^-1\",\" 0.41 cm^-1\",\" 0.41 cm^-1\"],\"hover_width\":[\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 3.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 3.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 3.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 3.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 3.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 3.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 3.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 3.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 3.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 3.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 3.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 3.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 3.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 3.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 3.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 3.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 3.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 3.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 3.9 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 9.3 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 9.3 cm\",\" 9.4 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 9.3 cm\",\" 9.4 cm\",\" 9.5 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 9.3 cm\",\" 9.4 cm\",\" 9.5 cm\",\" 4.0 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 9.3 cm\",\" 9.4 cm\",\" 9.5 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 9.3 cm\",\" 9.4 cm\",\" 9.5 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 9.3 cm\",\" 9.4 cm\",\" 9.5 cm\",\" 4.1 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 9.3 cm\",\" 9.4 cm\",\" 9.5 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 9.3 cm\",\" 9.4 cm\",\" 9.5 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 9.3 cm\",\" 9.4 cm\",\" 9.5 cm\",\" 4.2 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 9.3 cm\",\" 9.4 cm\",\" 9.5 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 9.3 cm\",\" 9.4 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 9.3 cm\",\" 9.4 cm\",\" 4.3 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 9.3 cm\",\" 9.4 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 9.3 cm\",\" 9.4 cm\",\" 4.4 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 9.3 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 9.3 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 9.3 cm\",\" 4.5 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 9.2 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 4.6 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 9.1 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 9.0 cm\",\" 4.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 8.9 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 8.8 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 4.8 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 8.6 cm\",\" 8.7 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 8.5 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 8.3 cm\",\" 8.4 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 cm\",\" 8.1 cm\",\" 8.2 cm\",\" 4.9 cm\",\" 5.0 cm\",\" 5.1 cm\",\" 5.2 cm\",\" 5.3 cm\",\" 5.4 cm\",\" 5.5 cm\",\" 5.6 cm\",\" 5.7 cm\",\" 5.8 cm\",\" 5.9 cm\",\" 6.0 cm\",\" 6.1 cm\",\" 6.2 cm\",\" 6.3 cm\",\" 6.4 cm\",\" 6.5 cm\",\" 6.6 cm\",\" 6.7 cm\",\" 6.8 cm\",\" 6.9 cm\",\" 7.0 cm\",\" 7.1 cm\",\" 7.2 cm\",\" 7.3 cm\",\" 7.4 cm\",\" 7.5 cm\",\" 7.6 cm\",\" 7.7 cm\",\" 7.8 cm\",\" 7.9 cm\",\" 8.0 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       "      function(Bokeh) {\n",
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       "  \n",
       "    if (window._bokeh_is_loading === 0) {\n",
       "      console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
       "      run_inline_js();\n",
       "    } else {\n",
       "      load_libs(js_urls, function() {\n",
       "        console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n",
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     "metadata": {},
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     "data": {
      "text/html": [
       "<p><code>&lt;Bokeh Notebook handle for <strong>In[10]</strong>&gt;</code></p>"
      ],
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       "<bokeh.io._CommsHandle at 0xb362898>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "reset_output()\n",
    "output_notebook()\n",
    "\n",
    "energy = 6\n",
    "applicator = 10\n",
    "ssd = 100\n",
    "\n",
    "reference = (\n",
    "    (data['Energy (MeV)'] == energy) &\n",
    "    (data['Applicator (cm)'] == applicator) &\n",
    "    (data['SSD (cm)'] == ssd)\n",
    ")\n",
    "\n",
    "input_dataframe = data[reference]\n",
    "\n",
    "label = np.array(input_dataframe['Label']).astype(str)\n",
    "width_data = np.array(input_dataframe['Width (cm @ 100SSD)']).astype(float)\n",
    "length_data = np.array(input_dataframe['Length (cm @ 100SSD)']).astype(float)\n",
    "factor_data = np.array(input_dataframe['Insert factor (dose insert / dose open)']).astype(float)\n",
    "ratio_perim_area_data = convert2_ratio_perim_area(width_data, length_data)\n",
    "\n",
    "figure = interactive(\n",
    "    width_data, length_data, ratio_perim_area_data, factor_data, label)\n",
    "show(figure)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
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       "\n",
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       "            var render_items = [{\"docid\":\"28fc320b-458a-4af1-866b-845d3b8bd0e7\",\"elementid\":\"c8a34e64-e08f-4ba6-be20-f7b552ea3694\",\"modelid\":\"d6858251-ae0e-4f90-9007-262d3ea85049\",\"notebook_comms_target\":\"621f4e99-2fe7-42db-b26d-a23d13b56d50\"}];\n",
       "            \n",
       "            Bokeh.embed.embed_items(docs_json, render_items);\n",
       "        });\n",
       "      },\n",
       "      function(Bokeh) {\n",
       "      }\n",
       "    ];\n",
       "  \n",
       "    function run_inline_js() {\n",
       "      for (var i = 0; i < inline_js.length; i++) {\n",
       "        inline_js[i](window.Bokeh);\n",
       "      }\n",
       "    }\n",
       "  \n",
       "    if (window._bokeh_is_loading === 0) {\n",
       "      console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
       "      run_inline_js();\n",
       "    } else {\n",
       "      load_libs(js_urls, function() {\n",
       "        console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "        run_inline_js();\n",
       "      });\n",
       "    }\n",
       "  }(this));\n",
       "</script>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<p><code>&lt;Bokeh Notebook handle for <strong>In[11]</strong>&gt;</code></p>"
      ],
      "text/plain": [
       "<bokeh.io._CommsHandle at 0xb1e3400>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "reset_output()\n",
    "output_notebook()\n",
    "# output_file(\"test.html\", title=\"test\")\n",
    "\n",
    "energy = 9\n",
    "applicator = 6\n",
    "ssd = 100\n",
    "\n",
    "reference = (\n",
    "    (data['Energy (MeV)'] == energy) &\n",
    "    (data['Applicator (cm)'] == applicator) &\n",
    "    (data['SSD (cm)'] == ssd)\n",
    ")\n",
    "\n",
    "input_dataframe = data[reference]\n",
    "\n",
    "label = np.array(input_dataframe['Label']).astype(str)\n",
    "width_data = np.array(input_dataframe['Width (cm @ 100SSD)']).astype(float)\n",
    "length_data = np.array(input_dataframe['Length (cm @ 100SSD)']).astype(float)\n",
    "factor_data = np.array(input_dataframe['Insert factor (dose insert / dose open)']).astype(float)\n",
    "\n",
    "figure = fallback_scatter(width_data, length_data, factor_data, label)\n",
    "\n",
    "show(figure)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Creating reports"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2016-05-11T22:37:43.651711",
     "start_time": "2016-05-11T22:37:43.646899"
    },
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Iterate over the following scenarios:\n",
      "Energy = [ 6  9 12 15 18]\n",
      "Applicator = [ 6 10 14 20 25]\n",
      "SSD = [100]\n"
     ]
    }
   ],
   "source": [
    "energy_array = np.unique(data['Energy (MeV)'])\n",
    "applicator_array = np.unique(data['Applicator (cm)'])\n",
    "ssd_array = np.unique(data['SSD (cm)'])\n",
    "\n",
    "print(\"Iterate over the following scenarios:\")\n",
    "print(\"Energy = {}\".format(energy_array))\n",
    "print(\"Applicator = {}\".format(applicator_array))\n",
    "print(\"SSD = {}\".format(ssd_array))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2016-05-11T22:37:54.148459",
     "start_time": "2016-05-11T22:37:43.652565"
    },
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "# reset_output()\n",
    "# output_notebook()\n",
    "\n",
    "for energy in energy_array:\n",
    "    for applicator in applicator_array:\n",
    "        for ssd in ssd_array:\n",
    "            \n",
    "            reference = (\n",
    "                (data['Energy (MeV)'] == energy) &\n",
    "                (data['Applicator (cm)'] == applicator) &\n",
    "                (data['SSD (cm)'] == ssd)\n",
    "            )\n",
    "            \n",
    "            input_dataframe = data[reference]\n",
    "            label = np.array(input_dataframe['Label']).astype(str)\n",
    "            width_data = np.array(\n",
    "                input_dataframe['Width (cm @ 100SSD)']).astype(float)\n",
    "            length_data = np.array(\n",
    "                input_dataframe['Length (cm @ 100SSD)']).astype(float)\n",
    "            factor_data = np.array(\n",
    "                input_dataframe['Insert factor (dose insert / dose open)']).astype(float)\n",
    "            \n",
    "            number_of_data = len(input_dataframe)\n",
    "            filename = \"{}_{}energy_{}applicator_{}ssd_{}data.html\".format(\n",
    "                timestamp, str(energy).zfill(2), str(applicator).zfill(2), \n",
    "                str(ssd).zfill(3), str(number_of_data).zfill(2))\n",
    "            title = \"{}MeV | {}App | {}SSD\".format(\n",
    "                energy, applicator, ssd)\n",
    "            \n",
    "            reset_output()\n",
    "            output_file(filename, title=title)\n",
    "            \n",
    "            if number_of_data >= 8:\n",
    "                ratio_perim_area_data = convert2_ratio_perim_area(width_data, length_data)\n",
    "\n",
    "                figure = interactive(\n",
    "                    width_data, length_data, ratio_perim_area_data, factor_data, label)\n",
    "            else:\n",
    "                figure = fallback_scatter(width_data, length_data, factor_data, label)\n",
    "                \n",
    "            save(figure)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2016-05-11T22:37:54.391408",
     "start_time": "2016-05-11T22:37:54.149595"
    },
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/markdown": [
       "[To download reports: `Right click me > Save link as...`](20160805161358_reports.zip)"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "created_reports = glob(\"{}*.html\".format(timestamp))\n",
    "zip_filename = '{}_reports.zip'.format(timestamp)\n",
    "\n",
    "with zipfile.ZipFile(zip_filename, 'w', zipfile.ZIP_DEFLATED) as zipf:\n",
    "    for file in created_reports:\n",
    "        zipf.write(file)\n",
    "    \n",
    "    zipf.write(details_filename)\n",
    "    zipf.write(data_filename)\n",
    "\n",
    "display(Markdown(\"[To download reports: `Right click me > Save link as...`]({}_reports.zip)\".format(timestamp)))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Copyright information\n",
    "Copyright &#169; 2016  Simon Biggs\n",
    "\n",
    "This program is free software: you can redistribute it and/or modify\n",
    "it under the terms of the GNU Affero General Public License as published\n",
    "by the Free Software Foundation, either version 3 of the License, or\n",
    "(at your option) any later version.\n",
    "\n",
    "This program is distributed in the hope that it will be useful,\n",
    "but WITHOUT ANY WARRANTY; without even the implied warranty of\n",
    "MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the\n",
    "GNU Affero General Public License for more details.\n",
    "\n",
    "You should have received a copy of the GNU Affero General Public License\n",
    "along with this program.  If not, see <http://www.gnu.org/licenses/>."
   ]
  }
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