{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Pipe Schedules"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from IPython.display import display, Markdown\n",
    "import pandas as pd\n",
    "from fluids.piping import schedule_lookup\n",
    "dat = schedule_lookup['40']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/markdown": [
       "## Schedule 40"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.125</td>\n",
       "      <td>6.84</td>\n",
       "      <td>10.3</td>\n",
       "      <td>1.73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.250</td>\n",
       "      <td>9.22</td>\n",
       "      <td>13.7</td>\n",
       "      <td>2.24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.375</td>\n",
       "      <td>12.48</td>\n",
       "      <td>17.1</td>\n",
       "      <td>2.31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.500</td>\n",
       "      <td>15.76</td>\n",
       "      <td>21.3</td>\n",
       "      <td>2.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.750</td>\n",
       "      <td>20.96</td>\n",
       "      <td>26.7</td>\n",
       "      <td>2.87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1.000</td>\n",
       "      <td>26.64</td>\n",
       "      <td>33.4</td>\n",
       "      <td>3.38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1.250</td>\n",
       "      <td>35.08</td>\n",
       "      <td>42.2</td>\n",
       "      <td>3.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1.500</td>\n",
       "      <td>40.94</td>\n",
       "      <td>48.3</td>\n",
       "      <td>3.68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>2.000</td>\n",
       "      <td>52.48</td>\n",
       "      <td>60.3</td>\n",
       "      <td>3.91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>2.500</td>\n",
       "      <td>62.68</td>\n",
       "      <td>73.0</td>\n",
       "      <td>5.16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>3.000</td>\n",
       "      <td>77.92</td>\n",
       "      <td>88.9</td>\n",
       "      <td>5.49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>3.500</td>\n",
       "      <td>90.12</td>\n",
       "      <td>101.6</td>\n",
       "      <td>5.74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>4.000</td>\n",
       "      <td>102.26</td>\n",
       "      <td>114.3</td>\n",
       "      <td>6.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>5.000</td>\n",
       "      <td>128.20</td>\n",
       "      <td>141.3</td>\n",
       "      <td>6.55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>6.000</td>\n",
       "      <td>154.08</td>\n",
       "      <td>168.3</td>\n",
       "      <td>7.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>8.000</td>\n",
       "      <td>202.74</td>\n",
       "      <td>219.1</td>\n",
       "      <td>8.18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>10.000</td>\n",
       "      <td>254.46</td>\n",
       "      <td>273.0</td>\n",
       "      <td>9.27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>12.000</td>\n",
       "      <td>303.18</td>\n",
       "      <td>323.8</td>\n",
       "      <td>10.31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>14.000</td>\n",
       "      <td>333.34</td>\n",
       "      <td>355.6</td>\n",
       "      <td>11.13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>16.000</td>\n",
       "      <td>381.00</td>\n",
       "      <td>406.4</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>18.000</td>\n",
       "      <td>428.46</td>\n",
       "      <td>457.0</td>\n",
       "      <td>14.27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>20.000</td>\n",
       "      <td>477.82</td>\n",
       "      <td>508.0</td>\n",
       "      <td>15.09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>24.000</td>\n",
       "      <td>575.04</td>\n",
       "      <td>610.0</td>\n",
       "      <td>17.48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>32.000</td>\n",
       "      <td>778.04</td>\n",
       "      <td>813.0</td>\n",
       "      <td>17.48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>34.000</td>\n",
       "      <td>829.04</td>\n",
       "      <td>864.0</td>\n",
       "      <td>17.48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>36.000</td>\n",
       "      <td>875.90</td>\n",
       "      <td>914.0</td>\n",
       "      <td>19.05</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                0.125                6.84                10.3           1.73\n",
       "1                0.250                9.22                13.7           2.24\n",
       "2                0.375               12.48                17.1           2.31\n",
       "3                0.500               15.76                21.3           2.77\n",
       "4                0.750               20.96                26.7           2.87\n",
       "5                1.000               26.64                33.4           3.38\n",
       "6                1.250               35.08                42.2           3.56\n",
       "7                1.500               40.94                48.3           3.68\n",
       "8                2.000               52.48                60.3           3.91\n",
       "9                2.500               62.68                73.0           5.16\n",
       "10               3.000               77.92                88.9           5.49\n",
       "11               3.500               90.12               101.6           5.74\n",
       "12               4.000              102.26               114.3           6.02\n",
       "13               5.000              128.20               141.3           6.55\n",
       "14               6.000              154.08               168.3           7.11\n",
       "15               8.000              202.74               219.1           8.18\n",
       "16              10.000              254.46               273.0           9.27\n",
       "17              12.000              303.18               323.8          10.31\n",
       "18              14.000              333.34               355.6          11.13\n",
       "19              16.000              381.00               406.4          12.70\n",
       "20              18.000              428.46               457.0          14.27\n",
       "21              20.000              477.82               508.0          15.09\n",
       "22              24.000              575.04               610.0          17.48\n",
       "23              32.000              778.04               813.0          17.48\n",
       "24              34.000              829.04               864.0          17.48\n",
       "25              36.000              875.90               914.0          19.05"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule 5"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.50</td>\n",
       "      <td>18.00</td>\n",
       "      <td>21.3</td>\n",
       "      <td>1.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.75</td>\n",
       "      <td>23.40</td>\n",
       "      <td>26.7</td>\n",
       "      <td>1.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.00</td>\n",
       "      <td>30.10</td>\n",
       "      <td>33.4</td>\n",
       "      <td>1.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.25</td>\n",
       "      <td>38.90</td>\n",
       "      <td>42.2</td>\n",
       "      <td>1.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.50</td>\n",
       "      <td>45.00</td>\n",
       "      <td>48.3</td>\n",
       "      <td>1.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2.00</td>\n",
       "      <td>57.00</td>\n",
       "      <td>60.3</td>\n",
       "      <td>1.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>2.50</td>\n",
       "      <td>68.78</td>\n",
       "      <td>73.0</td>\n",
       "      <td>2.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>3.00</td>\n",
       "      <td>84.68</td>\n",
       "      <td>88.9</td>\n",
       "      <td>2.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>3.50</td>\n",
       "      <td>97.38</td>\n",
       "      <td>101.6</td>\n",
       "      <td>2.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>4.00</td>\n",
       "      <td>110.08</td>\n",
       "      <td>114.3</td>\n",
       "      <td>2.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>5.00</td>\n",
       "      <td>135.76</td>\n",
       "      <td>141.3</td>\n",
       "      <td>2.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>6.00</td>\n",
       "      <td>162.76</td>\n",
       "      <td>168.3</td>\n",
       "      <td>2.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>8.00</td>\n",
       "      <td>213.56</td>\n",
       "      <td>219.1</td>\n",
       "      <td>2.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>10.00</td>\n",
       "      <td>266.20</td>\n",
       "      <td>273.0</td>\n",
       "      <td>3.40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>12.00</td>\n",
       "      <td>315.88</td>\n",
       "      <td>323.8</td>\n",
       "      <td>3.96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>14.00</td>\n",
       "      <td>347.68</td>\n",
       "      <td>355.6</td>\n",
       "      <td>3.96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>16.00</td>\n",
       "      <td>398.02</td>\n",
       "      <td>406.4</td>\n",
       "      <td>4.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>18.00</td>\n",
       "      <td>448.62</td>\n",
       "      <td>457.0</td>\n",
       "      <td>4.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>20.00</td>\n",
       "      <td>498.44</td>\n",
       "      <td>508.0</td>\n",
       "      <td>4.78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>22.00</td>\n",
       "      <td>549.44</td>\n",
       "      <td>559.0</td>\n",
       "      <td>4.78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>24.00</td>\n",
       "      <td>598.92</td>\n",
       "      <td>610.0</td>\n",
       "      <td>5.54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>30.00</td>\n",
       "      <td>749.30</td>\n",
       "      <td>762.0</td>\n",
       "      <td>6.35</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                 0.50               18.00                21.3           1.65\n",
       "1                 0.75               23.40                26.7           1.65\n",
       "2                 1.00               30.10                33.4           1.65\n",
       "3                 1.25               38.90                42.2           1.65\n",
       "4                 1.50               45.00                48.3           1.65\n",
       "5                 2.00               57.00                60.3           1.65\n",
       "6                 2.50               68.78                73.0           2.11\n",
       "7                 3.00               84.68                88.9           2.11\n",
       "8                 3.50               97.38               101.6           2.11\n",
       "9                 4.00              110.08               114.3           2.11\n",
       "10                5.00              135.76               141.3           2.77\n",
       "11                6.00              162.76               168.3           2.77\n",
       "12                8.00              213.56               219.1           2.77\n",
       "13               10.00              266.20               273.0           3.40\n",
       "14               12.00              315.88               323.8           3.96\n",
       "15               14.00              347.68               355.6           3.96\n",
       "16               16.00              398.02               406.4           4.19\n",
       "17               18.00              448.62               457.0           4.19\n",
       "18               20.00              498.44               508.0           4.78\n",
       "19               22.00              549.44               559.0           4.78\n",
       "20               24.00              598.92               610.0           5.54\n",
       "21               30.00              749.30               762.0           6.35"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule 10"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.125</td>\n",
       "      <td>7.82</td>\n",
       "      <td>10.3</td>\n",
       "      <td>1.24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.250</td>\n",
       "      <td>10.40</td>\n",
       "      <td>13.7</td>\n",
       "      <td>1.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.375</td>\n",
       "      <td>13.80</td>\n",
       "      <td>17.1</td>\n",
       "      <td>1.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.500</td>\n",
       "      <td>17.08</td>\n",
       "      <td>21.3</td>\n",
       "      <td>2.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.750</td>\n",
       "      <td>22.48</td>\n",
       "      <td>26.7</td>\n",
       "      <td>2.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1.000</td>\n",
       "      <td>27.86</td>\n",
       "      <td>33.4</td>\n",
       "      <td>2.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1.250</td>\n",
       "      <td>36.66</td>\n",
       "      <td>42.2</td>\n",
       "      <td>2.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1.500</td>\n",
       "      <td>42.76</td>\n",
       "      <td>48.3</td>\n",
       "      <td>2.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>2.000</td>\n",
       "      <td>54.76</td>\n",
       "      <td>60.3</td>\n",
       "      <td>2.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>2.500</td>\n",
       "      <td>66.90</td>\n",
       "      <td>73.0</td>\n",
       "      <td>3.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>3.000</td>\n",
       "      <td>82.80</td>\n",
       "      <td>88.9</td>\n",
       "      <td>3.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>3.500</td>\n",
       "      <td>95.50</td>\n",
       "      <td>101.6</td>\n",
       "      <td>3.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>4.000</td>\n",
       "      <td>108.20</td>\n",
       "      <td>114.3</td>\n",
       "      <td>3.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>5.000</td>\n",
       "      <td>134.50</td>\n",
       "      <td>141.3</td>\n",
       "      <td>3.40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>6.000</td>\n",
       "      <td>161.50</td>\n",
       "      <td>168.3</td>\n",
       "      <td>3.40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>8.000</td>\n",
       "      <td>211.58</td>\n",
       "      <td>219.1</td>\n",
       "      <td>3.76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>10.000</td>\n",
       "      <td>264.62</td>\n",
       "      <td>273.0</td>\n",
       "      <td>4.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>12.000</td>\n",
       "      <td>314.66</td>\n",
       "      <td>323.8</td>\n",
       "      <td>4.57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>14.000</td>\n",
       "      <td>342.90</td>\n",
       "      <td>355.6</td>\n",
       "      <td>6.35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>16.000</td>\n",
       "      <td>393.70</td>\n",
       "      <td>406.4</td>\n",
       "      <td>6.35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>18.000</td>\n",
       "      <td>444.30</td>\n",
       "      <td>457.0</td>\n",
       "      <td>6.35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>20.000</td>\n",
       "      <td>495.30</td>\n",
       "      <td>508.0</td>\n",
       "      <td>6.35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>22.000</td>\n",
       "      <td>546.30</td>\n",
       "      <td>559.0</td>\n",
       "      <td>6.35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>24.000</td>\n",
       "      <td>597.30</td>\n",
       "      <td>610.0</td>\n",
       "      <td>6.35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>26.000</td>\n",
       "      <td>644.16</td>\n",
       "      <td>660.0</td>\n",
       "      <td>7.92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>28.000</td>\n",
       "      <td>695.16</td>\n",
       "      <td>711.0</td>\n",
       "      <td>7.92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>30.000</td>\n",
       "      <td>746.16</td>\n",
       "      <td>762.0</td>\n",
       "      <td>7.92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>32.000</td>\n",
       "      <td>797.16</td>\n",
       "      <td>813.0</td>\n",
       "      <td>7.92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>34.000</td>\n",
       "      <td>848.16</td>\n",
       "      <td>864.0</td>\n",
       "      <td>7.92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>36.000</td>\n",
       "      <td>898.16</td>\n",
       "      <td>914.0</td>\n",
       "      <td>7.92</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                0.125                7.82                10.3           1.24\n",
       "1                0.250               10.40                13.7           1.65\n",
       "2                0.375               13.80                17.1           1.65\n",
       "3                0.500               17.08                21.3           2.11\n",
       "4                0.750               22.48                26.7           2.11\n",
       "5                1.000               27.86                33.4           2.77\n",
       "6                1.250               36.66                42.2           2.77\n",
       "7                1.500               42.76                48.3           2.77\n",
       "8                2.000               54.76                60.3           2.77\n",
       "9                2.500               66.90                73.0           3.05\n",
       "10               3.000               82.80                88.9           3.05\n",
       "11               3.500               95.50               101.6           3.05\n",
       "12               4.000              108.20               114.3           3.05\n",
       "13               5.000              134.50               141.3           3.40\n",
       "14               6.000              161.50               168.3           3.40\n",
       "15               8.000              211.58               219.1           3.76\n",
       "16              10.000              264.62               273.0           4.19\n",
       "17              12.000              314.66               323.8           4.57\n",
       "18              14.000              342.90               355.6           6.35\n",
       "19              16.000              393.70               406.4           6.35\n",
       "20              18.000              444.30               457.0           6.35\n",
       "21              20.000              495.30               508.0           6.35\n",
       "22              22.000              546.30               559.0           6.35\n",
       "23              24.000              597.30               610.0           6.35\n",
       "24              26.000              644.16               660.0           7.92\n",
       "25              28.000              695.16               711.0           7.92\n",
       "26              30.000              746.16               762.0           7.92\n",
       "27              32.000              797.16               813.0           7.92\n",
       "28              34.000              848.16               864.0           7.92\n",
       "29              36.000              898.16               914.0           7.92"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule 20"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
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       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>8</td>\n",
       "      <td>206.40</td>\n",
       "      <td>219.1</td>\n",
       "      <td>6.35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>10</td>\n",
       "      <td>260.30</td>\n",
       "      <td>273.0</td>\n",
       "      <td>6.35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>12</td>\n",
       "      <td>311.10</td>\n",
       "      <td>323.8</td>\n",
       "      <td>6.35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>14</td>\n",
       "      <td>339.76</td>\n",
       "      <td>355.6</td>\n",
       "      <td>7.92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>16</td>\n",
       "      <td>390.56</td>\n",
       "      <td>406.4</td>\n",
       "      <td>7.92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>18</td>\n",
       "      <td>441.16</td>\n",
       "      <td>457.0</td>\n",
       "      <td>7.92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>20</td>\n",
       "      <td>488.94</td>\n",
       "      <td>508.0</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>22</td>\n",
       "      <td>539.94</td>\n",
       "      <td>559.0</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>24</td>\n",
       "      <td>590.94</td>\n",
       "      <td>610.0</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>26</td>\n",
       "      <td>634.60</td>\n",
       "      <td>660.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>28</td>\n",
       "      <td>685.60</td>\n",
       "      <td>711.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>30</td>\n",
       "      <td>736.60</td>\n",
       "      <td>762.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>32</td>\n",
       "      <td>787.60</td>\n",
       "      <td>813.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>34</td>\n",
       "      <td>838.60</td>\n",
       "      <td>864.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>36</td>\n",
       "      <td>888.60</td>\n",
       "      <td>914.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                    8              206.40               219.1           6.35\n",
       "1                   10              260.30               273.0           6.35\n",
       "2                   12              311.10               323.8           6.35\n",
       "3                   14              339.76               355.6           7.92\n",
       "4                   16              390.56               406.4           7.92\n",
       "5                   18              441.16               457.0           7.92\n",
       "6                   20              488.94               508.0           9.53\n",
       "7                   22              539.94               559.0           9.53\n",
       "8                   24              590.94               610.0           9.53\n",
       "9                   26              634.60               660.0          12.70\n",
       "10                  28              685.60               711.0          12.70\n",
       "11                  30              736.60               762.0          12.70\n",
       "12                  32              787.60               813.0          12.70\n",
       "13                  34              838.60               864.0          12.70\n",
       "14                  36              888.60               914.0          12.70"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule 30"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.125</td>\n",
       "      <td>7.40</td>\n",
       "      <td>10.3</td>\n",
       "      <td>1.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.250</td>\n",
       "      <td>10.00</td>\n",
       "      <td>13.7</td>\n",
       "      <td>1.85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.375</td>\n",
       "      <td>13.40</td>\n",
       "      <td>17.1</td>\n",
       "      <td>1.85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.500</td>\n",
       "      <td>16.48</td>\n",
       "      <td>21.3</td>\n",
       "      <td>2.41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.750</td>\n",
       "      <td>21.88</td>\n",
       "      <td>26.7</td>\n",
       "      <td>2.41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1.000</td>\n",
       "      <td>27.60</td>\n",
       "      <td>33.4</td>\n",
       "      <td>2.90</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1.250</td>\n",
       "      <td>36.26</td>\n",
       "      <td>42.2</td>\n",
       "      <td>2.97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1.500</td>\n",
       "      <td>41.94</td>\n",
       "      <td>48.3</td>\n",
       "      <td>3.18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>2.000</td>\n",
       "      <td>53.94</td>\n",
       "      <td>60.3</td>\n",
       "      <td>3.18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>2.500</td>\n",
       "      <td>63.44</td>\n",
       "      <td>73.0</td>\n",
       "      <td>4.78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>3.000</td>\n",
       "      <td>79.34</td>\n",
       "      <td>88.9</td>\n",
       "      <td>4.78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>3.500</td>\n",
       "      <td>92.04</td>\n",
       "      <td>101.6</td>\n",
       "      <td>4.78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>4.000</td>\n",
       "      <td>104.74</td>\n",
       "      <td>114.3</td>\n",
       "      <td>4.78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>8.000</td>\n",
       "      <td>205.02</td>\n",
       "      <td>219.1</td>\n",
       "      <td>7.04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>10.000</td>\n",
       "      <td>257.40</td>\n",
       "      <td>273.0</td>\n",
       "      <td>7.80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>12.000</td>\n",
       "      <td>307.04</td>\n",
       "      <td>323.8</td>\n",
       "      <td>8.38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>14.000</td>\n",
       "      <td>336.54</td>\n",
       "      <td>355.6</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>16.000</td>\n",
       "      <td>387.34</td>\n",
       "      <td>406.4</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>18.000</td>\n",
       "      <td>434.74</td>\n",
       "      <td>457.0</td>\n",
       "      <td>11.13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>20.000</td>\n",
       "      <td>482.60</td>\n",
       "      <td>508.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>22.000</td>\n",
       "      <td>533.60</td>\n",
       "      <td>559.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>24.000</td>\n",
       "      <td>581.46</td>\n",
       "      <td>610.0</td>\n",
       "      <td>14.27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>28.000</td>\n",
       "      <td>679.24</td>\n",
       "      <td>711.0</td>\n",
       "      <td>15.88</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>30.000</td>\n",
       "      <td>730.24</td>\n",
       "      <td>762.0</td>\n",
       "      <td>15.88</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>32.000</td>\n",
       "      <td>781.24</td>\n",
       "      <td>813.0</td>\n",
       "      <td>15.88</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>34.000</td>\n",
       "      <td>832.24</td>\n",
       "      <td>864.0</td>\n",
       "      <td>15.88</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>36.000</td>\n",
       "      <td>882.24</td>\n",
       "      <td>914.0</td>\n",
       "      <td>15.88</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                0.125                7.40                10.3           1.45\n",
       "1                0.250               10.00                13.7           1.85\n",
       "2                0.375               13.40                17.1           1.85\n",
       "3                0.500               16.48                21.3           2.41\n",
       "4                0.750               21.88                26.7           2.41\n",
       "5                1.000               27.60                33.4           2.90\n",
       "6                1.250               36.26                42.2           2.97\n",
       "7                1.500               41.94                48.3           3.18\n",
       "8                2.000               53.94                60.3           3.18\n",
       "9                2.500               63.44                73.0           4.78\n",
       "10               3.000               79.34                88.9           4.78\n",
       "11               3.500               92.04               101.6           4.78\n",
       "12               4.000              104.74               114.3           4.78\n",
       "13               8.000              205.02               219.1           7.04\n",
       "14              10.000              257.40               273.0           7.80\n",
       "15              12.000              307.04               323.8           8.38\n",
       "16              14.000              336.54               355.6           9.53\n",
       "17              16.000              387.34               406.4           9.53\n",
       "18              18.000              434.74               457.0          11.13\n",
       "19              20.000              482.60               508.0          12.70\n",
       "20              22.000              533.60               559.0          12.70\n",
       "21              24.000              581.46               610.0          14.27\n",
       "22              28.000              679.24               711.0          15.88\n",
       "23              30.000              730.24               762.0          15.88\n",
       "24              32.000              781.24               813.0          15.88\n",
       "25              34.000              832.24               864.0          15.88\n",
       "26              36.000              882.24               914.0          15.88"
      ]
     },
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    },
    {
     "data": {
      "text/markdown": [
       "## Schedule 60"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
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    },
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>8</td>\n",
       "      <td>198.48</td>\n",
       "      <td>219.1</td>\n",
       "      <td>10.31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>10</td>\n",
       "      <td>247.60</td>\n",
       "      <td>273.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>12</td>\n",
       "      <td>295.26</td>\n",
       "      <td>323.8</td>\n",
       "      <td>14.27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>14</td>\n",
       "      <td>325.42</td>\n",
       "      <td>355.6</td>\n",
       "      <td>15.09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>16</td>\n",
       "      <td>373.08</td>\n",
       "      <td>406.4</td>\n",
       "      <td>16.66</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>18</td>\n",
       "      <td>418.90</td>\n",
       "      <td>457.0</td>\n",
       "      <td>19.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>20</td>\n",
       "      <td>466.76</td>\n",
       "      <td>508.0</td>\n",
       "      <td>20.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>22</td>\n",
       "      <td>514.54</td>\n",
       "      <td>559.0</td>\n",
       "      <td>22.23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>24</td>\n",
       "      <td>560.78</td>\n",
       "      <td>610.0</td>\n",
       "      <td>24.61</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                   8              198.48               219.1          10.31\n",
       "1                  10              247.60               273.0          12.70\n",
       "2                  12              295.26               323.8          14.27\n",
       "3                  14              325.42               355.6          15.09\n",
       "4                  16              373.08               406.4          16.66\n",
       "5                  18              418.90               457.0          19.05\n",
       "6                  20              466.76               508.0          20.62\n",
       "7                  22              514.54               559.0          22.23\n",
       "8                  24              560.78               610.0          24.61"
      ]
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    {
     "data": {
      "text/markdown": [
       "## Schedule 80"
      ],
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       "<IPython.core.display.Markdown object>"
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.125</td>\n",
       "      <td>5.48</td>\n",
       "      <td>10.3</td>\n",
       "      <td>2.41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.250</td>\n",
       "      <td>7.66</td>\n",
       "      <td>13.7</td>\n",
       "      <td>3.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.375</td>\n",
       "      <td>10.70</td>\n",
       "      <td>17.1</td>\n",
       "      <td>3.20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.500</td>\n",
       "      <td>13.84</td>\n",
       "      <td>21.3</td>\n",
       "      <td>3.73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.750</td>\n",
       "      <td>18.88</td>\n",
       "      <td>26.7</td>\n",
       "      <td>3.91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1.000</td>\n",
       "      <td>24.30</td>\n",
       "      <td>33.4</td>\n",
       "      <td>4.55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1.250</td>\n",
       "      <td>32.50</td>\n",
       "      <td>42.2</td>\n",
       "      <td>4.85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1.500</td>\n",
       "      <td>38.14</td>\n",
       "      <td>48.3</td>\n",
       "      <td>5.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>2.000</td>\n",
       "      <td>49.22</td>\n",
       "      <td>60.3</td>\n",
       "      <td>5.54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>2.500</td>\n",
       "      <td>58.98</td>\n",
       "      <td>73.0</td>\n",
       "      <td>7.01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>3.000</td>\n",
       "      <td>73.66</td>\n",
       "      <td>88.9</td>\n",
       "      <td>7.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>3.500</td>\n",
       "      <td>85.44</td>\n",
       "      <td>101.6</td>\n",
       "      <td>8.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>4.000</td>\n",
       "      <td>97.18</td>\n",
       "      <td>114.3</td>\n",
       "      <td>8.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>5.000</td>\n",
       "      <td>122.24</td>\n",
       "      <td>141.3</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>6.000</td>\n",
       "      <td>146.36</td>\n",
       "      <td>168.3</td>\n",
       "      <td>10.97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>8.000</td>\n",
       "      <td>193.70</td>\n",
       "      <td>219.1</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>10.000</td>\n",
       "      <td>242.82</td>\n",
       "      <td>273.0</td>\n",
       "      <td>15.09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>12.000</td>\n",
       "      <td>288.84</td>\n",
       "      <td>323.8</td>\n",
       "      <td>17.48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>14.000</td>\n",
       "      <td>317.50</td>\n",
       "      <td>355.6</td>\n",
       "      <td>19.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>16.000</td>\n",
       "      <td>363.52</td>\n",
       "      <td>406.4</td>\n",
       "      <td>21.44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>18.000</td>\n",
       "      <td>409.34</td>\n",
       "      <td>457.0</td>\n",
       "      <td>23.83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>20.000</td>\n",
       "      <td>455.62</td>\n",
       "      <td>508.0</td>\n",
       "      <td>26.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>22.000</td>\n",
       "      <td>501.84</td>\n",
       "      <td>559.0</td>\n",
       "      <td>28.58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>24.000</td>\n",
       "      <td>548.08</td>\n",
       "      <td>610.0</td>\n",
       "      <td>30.96</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                0.125                5.48                10.3           2.41\n",
       "1                0.250                7.66                13.7           3.02\n",
       "2                0.375               10.70                17.1           3.20\n",
       "3                0.500               13.84                21.3           3.73\n",
       "4                0.750               18.88                26.7           3.91\n",
       "5                1.000               24.30                33.4           4.55\n",
       "6                1.250               32.50                42.2           4.85\n",
       "7                1.500               38.14                48.3           5.08\n",
       "8                2.000               49.22                60.3           5.54\n",
       "9                2.500               58.98                73.0           7.01\n",
       "10               3.000               73.66                88.9           7.62\n",
       "11               3.500               85.44               101.6           8.08\n",
       "12               4.000               97.18               114.3           8.56\n",
       "13               5.000              122.24               141.3           9.53\n",
       "14               6.000              146.36               168.3          10.97\n",
       "15               8.000              193.70               219.1          12.70\n",
       "16              10.000              242.82               273.0          15.09\n",
       "17              12.000              288.84               323.8          17.48\n",
       "18              14.000              317.50               355.6          19.05\n",
       "19              16.000              363.52               406.4          21.44\n",
       "20              18.000              409.34               457.0          23.83\n",
       "21              20.000              455.62               508.0          26.19\n",
       "22              22.000              501.84               559.0          28.58\n",
       "23              24.000              548.08               610.0          30.96"
      ]
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    {
     "data": {
      "text/markdown": [
       "## Schedule 100"
      ],
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       "<IPython.core.display.Markdown object>"
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       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>8</td>\n",
       "      <td>188.92</td>\n",
       "      <td>219.1</td>\n",
       "      <td>15.09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>10</td>\n",
       "      <td>236.48</td>\n",
       "      <td>273.0</td>\n",
       "      <td>18.26</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>12</td>\n",
       "      <td>280.92</td>\n",
       "      <td>323.8</td>\n",
       "      <td>21.44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>14</td>\n",
       "      <td>307.94</td>\n",
       "      <td>355.6</td>\n",
       "      <td>23.83</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>16</td>\n",
       "      <td>354.02</td>\n",
       "      <td>406.4</td>\n",
       "      <td>26.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>18</td>\n",
       "      <td>398.28</td>\n",
       "      <td>457.0</td>\n",
       "      <td>29.36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>20</td>\n",
       "      <td>442.92</td>\n",
       "      <td>508.0</td>\n",
       "      <td>32.54</td>\n",
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       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>22</td>\n",
       "      <td>489.14</td>\n",
       "      <td>559.0</td>\n",
       "      <td>34.93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>24</td>\n",
       "      <td>532.22</td>\n",
       "      <td>610.0</td>\n",
       "      <td>38.89</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
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      "text/plain": [
       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                   8              188.92               219.1          15.09\n",
       "1                  10              236.48               273.0          18.26\n",
       "2                  12              280.92               323.8          21.44\n",
       "3                  14              307.94               355.6          23.83\n",
       "4                  16              354.02               406.4          26.19\n",
       "5                  18              398.28               457.0          29.36\n",
       "6                  20              442.92               508.0          32.54\n",
       "7                  22              489.14               559.0          34.93\n",
       "8                  24              532.22               610.0          38.89"
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     "data": {
      "text/markdown": [
       "## Schedule 120"
      ],
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       "<IPython.core.display.Markdown object>"
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       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>4</td>\n",
       "      <td>92.04</td>\n",
       "      <td>114.3</td>\n",
       "      <td>11.13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>5</td>\n",
       "      <td>115.90</td>\n",
       "      <td>141.3</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>6</td>\n",
       "      <td>139.76</td>\n",
       "      <td>168.3</td>\n",
       "      <td>14.27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>8</td>\n",
       "      <td>182.58</td>\n",
       "      <td>219.1</td>\n",
       "      <td>18.26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>10</td>\n",
       "      <td>230.12</td>\n",
       "      <td>273.0</td>\n",
       "      <td>21.44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>12</td>\n",
       "      <td>273.00</td>\n",
       "      <td>323.8</td>\n",
       "      <td>25.40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>14</td>\n",
       "      <td>300.02</td>\n",
       "      <td>355.6</td>\n",
       "      <td>27.79</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>16</td>\n",
       "      <td>344.48</td>\n",
       "      <td>406.4</td>\n",
       "      <td>30.96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>18</td>\n",
       "      <td>387.14</td>\n",
       "      <td>457.0</td>\n",
       "      <td>34.93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>20</td>\n",
       "      <td>431.80</td>\n",
       "      <td>508.0</td>\n",
       "      <td>38.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>22</td>\n",
       "      <td>476.44</td>\n",
       "      <td>559.0</td>\n",
       "      <td>41.28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>24</td>\n",
       "      <td>517.96</td>\n",
       "      <td>610.0</td>\n",
       "      <td>46.02</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                    4               92.04               114.3          11.13\n",
       "1                    5              115.90               141.3          12.70\n",
       "2                    6              139.76               168.3          14.27\n",
       "3                    8              182.58               219.1          18.26\n",
       "4                   10              230.12               273.0          21.44\n",
       "5                   12              273.00               323.8          25.40\n",
       "6                   14              300.02               355.6          27.79\n",
       "7                   16              344.48               406.4          30.96\n",
       "8                   18              387.14               457.0          34.93\n",
       "9                   20              431.80               508.0          38.10\n",
       "10                  22              476.44               559.0          41.28\n",
       "11                  24              517.96               610.0          46.02"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule 140"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
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    },
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>8</td>\n",
       "      <td>177.86</td>\n",
       "      <td>219.1</td>\n",
       "      <td>20.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>10</td>\n",
       "      <td>222.20</td>\n",
       "      <td>273.0</td>\n",
       "      <td>25.40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>12</td>\n",
       "      <td>266.64</td>\n",
       "      <td>323.8</td>\n",
       "      <td>28.58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>14</td>\n",
       "      <td>292.10</td>\n",
       "      <td>355.6</td>\n",
       "      <td>31.75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>16</td>\n",
       "      <td>333.34</td>\n",
       "      <td>406.4</td>\n",
       "      <td>36.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>18</td>\n",
       "      <td>377.66</td>\n",
       "      <td>457.0</td>\n",
       "      <td>39.67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>20</td>\n",
       "      <td>419.10</td>\n",
       "      <td>508.0</td>\n",
       "      <td>44.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>22</td>\n",
       "      <td>463.74</td>\n",
       "      <td>559.0</td>\n",
       "      <td>47.63</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>24</td>\n",
       "      <td>505.26</td>\n",
       "      <td>610.0</td>\n",
       "      <td>52.37</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                   8              177.86               219.1          20.62\n",
       "1                  10              222.20               273.0          25.40\n",
       "2                  12              266.64               323.8          28.58\n",
       "3                  14              292.10               355.6          31.75\n",
       "4                  16              333.34               406.4          36.53\n",
       "5                  18              377.66               457.0          39.67\n",
       "6                  20              419.10               508.0          44.45\n",
       "7                  22              463.74               559.0          47.63\n",
       "8                  24              505.26               610.0          52.37"
      ]
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    {
     "data": {
      "text/markdown": [
       "## Schedule 160"
      ],
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       "<IPython.core.display.Markdown object>"
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.50</td>\n",
       "      <td>11.74</td>\n",
       "      <td>21.3</td>\n",
       "      <td>4.78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.75</td>\n",
       "      <td>15.58</td>\n",
       "      <td>26.7</td>\n",
       "      <td>5.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.00</td>\n",
       "      <td>20.70</td>\n",
       "      <td>33.4</td>\n",
       "      <td>6.35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.25</td>\n",
       "      <td>29.50</td>\n",
       "      <td>42.2</td>\n",
       "      <td>6.35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.50</td>\n",
       "      <td>34.02</td>\n",
       "      <td>48.3</td>\n",
       "      <td>7.14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2.00</td>\n",
       "      <td>42.82</td>\n",
       "      <td>60.3</td>\n",
       "      <td>8.74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>2.50</td>\n",
       "      <td>53.94</td>\n",
       "      <td>73.0</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>3.00</td>\n",
       "      <td>66.64</td>\n",
       "      <td>88.9</td>\n",
       "      <td>11.13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>4.00</td>\n",
       "      <td>87.32</td>\n",
       "      <td>114.3</td>\n",
       "      <td>13.49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>5.00</td>\n",
       "      <td>109.54</td>\n",
       "      <td>141.3</td>\n",
       "      <td>15.88</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>6.00</td>\n",
       "      <td>131.78</td>\n",
       "      <td>168.3</td>\n",
       "      <td>18.26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>8.00</td>\n",
       "      <td>173.08</td>\n",
       "      <td>219.1</td>\n",
       "      <td>23.01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>10.00</td>\n",
       "      <td>215.84</td>\n",
       "      <td>273.0</td>\n",
       "      <td>28.58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>12.00</td>\n",
       "      <td>257.16</td>\n",
       "      <td>323.8</td>\n",
       "      <td>33.32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14.00</td>\n",
       "      <td>284.18</td>\n",
       "      <td>355.6</td>\n",
       "      <td>35.71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>16.00</td>\n",
       "      <td>325.42</td>\n",
       "      <td>406.4</td>\n",
       "      <td>40.49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>18.00</td>\n",
       "      <td>366.52</td>\n",
       "      <td>457.0</td>\n",
       "      <td>45.24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>20.00</td>\n",
       "      <td>407.98</td>\n",
       "      <td>508.0</td>\n",
       "      <td>50.01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>22.00</td>\n",
       "      <td>451.04</td>\n",
       "      <td>559.0</td>\n",
       "      <td>53.98</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>24.00</td>\n",
       "      <td>490.92</td>\n",
       "      <td>610.0</td>\n",
       "      <td>59.54</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                 0.50               11.74                21.3           4.78\n",
       "1                 0.75               15.58                26.7           5.56\n",
       "2                 1.00               20.70                33.4           6.35\n",
       "3                 1.25               29.50                42.2           6.35\n",
       "4                 1.50               34.02                48.3           7.14\n",
       "5                 2.00               42.82                60.3           8.74\n",
       "6                 2.50               53.94                73.0           9.53\n",
       "7                 3.00               66.64                88.9          11.13\n",
       "8                 4.00               87.32               114.3          13.49\n",
       "9                 5.00              109.54               141.3          15.88\n",
       "10                6.00              131.78               168.3          18.26\n",
       "11                8.00              173.08               219.1          23.01\n",
       "12               10.00              215.84               273.0          28.58\n",
       "13               12.00              257.16               323.8          33.32\n",
       "14               14.00              284.18               355.6          35.71\n",
       "15               16.00              325.42               406.4          40.49\n",
       "16               18.00              366.52               457.0          45.24\n",
       "17               20.00              407.98               508.0          50.01\n",
       "18               22.00              451.04               559.0          53.98\n",
       "19               24.00              490.92               610.0          59.54"
      ]
     },
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    },
    {
     "data": {
      "text/markdown": [
       "## Schedule STD"
      ],
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       "<IPython.core.display.Markdown object>"
      ]
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       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
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       "    </tr>\n",
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.125</td>\n",
       "      <td>6.84</td>\n",
       "      <td>10.3</td>\n",
       "      <td>1.73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.250</td>\n",
       "      <td>9.22</td>\n",
       "      <td>13.7</td>\n",
       "      <td>2.24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.375</td>\n",
       "      <td>12.48</td>\n",
       "      <td>17.1</td>\n",
       "      <td>2.31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.500</td>\n",
       "      <td>15.76</td>\n",
       "      <td>21.3</td>\n",
       "      <td>2.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.750</td>\n",
       "      <td>20.96</td>\n",
       "      <td>26.7</td>\n",
       "      <td>2.87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1.000</td>\n",
       "      <td>26.64</td>\n",
       "      <td>33.4</td>\n",
       "      <td>3.38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1.250</td>\n",
       "      <td>35.08</td>\n",
       "      <td>42.2</td>\n",
       "      <td>3.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1.500</td>\n",
       "      <td>40.94</td>\n",
       "      <td>48.3</td>\n",
       "      <td>3.68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>2.000</td>\n",
       "      <td>52.48</td>\n",
       "      <td>60.3</td>\n",
       "      <td>3.91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>2.500</td>\n",
       "      <td>62.68</td>\n",
       "      <td>73.0</td>\n",
       "      <td>5.16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>3.000</td>\n",
       "      <td>77.92</td>\n",
       "      <td>88.9</td>\n",
       "      <td>5.49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>3.500</td>\n",
       "      <td>90.12</td>\n",
       "      <td>101.6</td>\n",
       "      <td>5.74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>4.000</td>\n",
       "      <td>102.26</td>\n",
       "      <td>114.3</td>\n",
       "      <td>6.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>5.000</td>\n",
       "      <td>128.20</td>\n",
       "      <td>141.3</td>\n",
       "      <td>6.55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>6.000</td>\n",
       "      <td>154.08</td>\n",
       "      <td>168.3</td>\n",
       "      <td>7.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>8.000</td>\n",
       "      <td>202.74</td>\n",
       "      <td>219.1</td>\n",
       "      <td>8.18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>10.000</td>\n",
       "      <td>254.46</td>\n",
       "      <td>273.0</td>\n",
       "      <td>9.27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>12.000</td>\n",
       "      <td>304.74</td>\n",
       "      <td>323.8</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>14.000</td>\n",
       "      <td>336.54</td>\n",
       "      <td>355.6</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>16.000</td>\n",
       "      <td>387.34</td>\n",
       "      <td>406.4</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>18.000</td>\n",
       "      <td>437.94</td>\n",
       "      <td>457.0</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>20.000</td>\n",
       "      <td>488.94</td>\n",
       "      <td>508.0</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>22.000</td>\n",
       "      <td>539.94</td>\n",
       "      <td>559.0</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>24.000</td>\n",
       "      <td>590.94</td>\n",
       "      <td>610.0</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>26.000</td>\n",
       "      <td>640.94</td>\n",
       "      <td>660.0</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>28.000</td>\n",
       "      <td>691.94</td>\n",
       "      <td>711.0</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>30.000</td>\n",
       "      <td>742.94</td>\n",
       "      <td>762.0</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>32.000</td>\n",
       "      <td>793.94</td>\n",
       "      <td>813.0</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>34.000</td>\n",
       "      <td>844.94</td>\n",
       "      <td>864.0</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>36.000</td>\n",
       "      <td>894.94</td>\n",
       "      <td>914.0</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>38.000</td>\n",
       "      <td>945.94</td>\n",
       "      <td>965.0</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>40.000</td>\n",
       "      <td>996.94</td>\n",
       "      <td>1016.0</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>42.000</td>\n",
       "      <td>1047.94</td>\n",
       "      <td>1067.0</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>44.000</td>\n",
       "      <td>1098.94</td>\n",
       "      <td>1118.0</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>46.000</td>\n",
       "      <td>1148.94</td>\n",
       "      <td>1168.0</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>48.000</td>\n",
       "      <td>1199.94</td>\n",
       "      <td>1219.0</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                0.125                6.84                10.3           1.73\n",
       "1                0.250                9.22                13.7           2.24\n",
       "2                0.375               12.48                17.1           2.31\n",
       "3                0.500               15.76                21.3           2.77\n",
       "4                0.750               20.96                26.7           2.87\n",
       "5                1.000               26.64                33.4           3.38\n",
       "6                1.250               35.08                42.2           3.56\n",
       "7                1.500               40.94                48.3           3.68\n",
       "8                2.000               52.48                60.3           3.91\n",
       "9                2.500               62.68                73.0           5.16\n",
       "10               3.000               77.92                88.9           5.49\n",
       "11               3.500               90.12               101.6           5.74\n",
       "12               4.000              102.26               114.3           6.02\n",
       "13               5.000              128.20               141.3           6.55\n",
       "14               6.000              154.08               168.3           7.11\n",
       "15               8.000              202.74               219.1           8.18\n",
       "16              10.000              254.46               273.0           9.27\n",
       "17              12.000              304.74               323.8           9.53\n",
       "18              14.000              336.54               355.6           9.53\n",
       "19              16.000              387.34               406.4           9.53\n",
       "20              18.000              437.94               457.0           9.53\n",
       "21              20.000              488.94               508.0           9.53\n",
       "22              22.000              539.94               559.0           9.53\n",
       "23              24.000              590.94               610.0           9.53\n",
       "24              26.000              640.94               660.0           9.53\n",
       "25              28.000              691.94               711.0           9.53\n",
       "26              30.000              742.94               762.0           9.53\n",
       "27              32.000              793.94               813.0           9.53\n",
       "28              34.000              844.94               864.0           9.53\n",
       "29              36.000              894.94               914.0           9.53\n",
       "30              38.000              945.94               965.0           9.53\n",
       "31              40.000              996.94              1016.0           9.53\n",
       "32              42.000             1047.94              1067.0           9.53\n",
       "33              44.000             1098.94              1118.0           9.53\n",
       "34              46.000             1148.94              1168.0           9.53\n",
       "35              48.000             1199.94              1219.0           9.53"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule XS"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.125</td>\n",
       "      <td>5.48</td>\n",
       "      <td>10.3</td>\n",
       "      <td>2.41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.250</td>\n",
       "      <td>7.66</td>\n",
       "      <td>13.7</td>\n",
       "      <td>3.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.375</td>\n",
       "      <td>10.70</td>\n",
       "      <td>17.1</td>\n",
       "      <td>3.20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.500</td>\n",
       "      <td>13.84</td>\n",
       "      <td>21.3</td>\n",
       "      <td>3.73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.750</td>\n",
       "      <td>18.88</td>\n",
       "      <td>26.7</td>\n",
       "      <td>3.91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1.000</td>\n",
       "      <td>24.30</td>\n",
       "      <td>33.4</td>\n",
       "      <td>4.55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1.250</td>\n",
       "      <td>32.50</td>\n",
       "      <td>42.2</td>\n",
       "      <td>4.85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1.500</td>\n",
       "      <td>38.14</td>\n",
       "      <td>48.3</td>\n",
       "      <td>5.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>2.000</td>\n",
       "      <td>49.22</td>\n",
       "      <td>60.3</td>\n",
       "      <td>5.54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>2.500</td>\n",
       "      <td>58.98</td>\n",
       "      <td>73.0</td>\n",
       "      <td>7.01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>3.000</td>\n",
       "      <td>73.66</td>\n",
       "      <td>88.9</td>\n",
       "      <td>7.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>3.500</td>\n",
       "      <td>85.44</td>\n",
       "      <td>101.6</td>\n",
       "      <td>8.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>4.000</td>\n",
       "      <td>97.18</td>\n",
       "      <td>114.3</td>\n",
       "      <td>8.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>5.000</td>\n",
       "      <td>122.24</td>\n",
       "      <td>141.3</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>6.000</td>\n",
       "      <td>146.36</td>\n",
       "      <td>168.3</td>\n",
       "      <td>10.97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>8.000</td>\n",
       "      <td>193.70</td>\n",
       "      <td>219.1</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>10.000</td>\n",
       "      <td>247.60</td>\n",
       "      <td>273.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>12.000</td>\n",
       "      <td>298.40</td>\n",
       "      <td>323.8</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>14.000</td>\n",
       "      <td>330.20</td>\n",
       "      <td>355.6</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>16.000</td>\n",
       "      <td>381.00</td>\n",
       "      <td>406.4</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>18.000</td>\n",
       "      <td>431.60</td>\n",
       "      <td>457.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>20.000</td>\n",
       "      <td>482.60</td>\n",
       "      <td>508.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>22.000</td>\n",
       "      <td>533.60</td>\n",
       "      <td>559.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>24.000</td>\n",
       "      <td>584.60</td>\n",
       "      <td>610.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>26.000</td>\n",
       "      <td>634.60</td>\n",
       "      <td>660.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>28.000</td>\n",
       "      <td>685.60</td>\n",
       "      <td>711.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>30.000</td>\n",
       "      <td>736.60</td>\n",
       "      <td>762.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>32.000</td>\n",
       "      <td>787.60</td>\n",
       "      <td>813.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>34.000</td>\n",
       "      <td>838.60</td>\n",
       "      <td>864.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>36.000</td>\n",
       "      <td>888.60</td>\n",
       "      <td>914.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>38.000</td>\n",
       "      <td>939.60</td>\n",
       "      <td>965.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>40.000</td>\n",
       "      <td>990.60</td>\n",
       "      <td>1016.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>42.000</td>\n",
       "      <td>1041.60</td>\n",
       "      <td>1067.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>44.000</td>\n",
       "      <td>1092.60</td>\n",
       "      <td>1118.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>46.000</td>\n",
       "      <td>1142.60</td>\n",
       "      <td>1168.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>48.000</td>\n",
       "      <td>1193.60</td>\n",
       "      <td>1219.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                0.125                5.48                10.3           2.41\n",
       "1                0.250                7.66                13.7           3.02\n",
       "2                0.375               10.70                17.1           3.20\n",
       "3                0.500               13.84                21.3           3.73\n",
       "4                0.750               18.88                26.7           3.91\n",
       "5                1.000               24.30                33.4           4.55\n",
       "6                1.250               32.50                42.2           4.85\n",
       "7                1.500               38.14                48.3           5.08\n",
       "8                2.000               49.22                60.3           5.54\n",
       "9                2.500               58.98                73.0           7.01\n",
       "10               3.000               73.66                88.9           7.62\n",
       "11               3.500               85.44               101.6           8.08\n",
       "12               4.000               97.18               114.3           8.56\n",
       "13               5.000              122.24               141.3           9.53\n",
       "14               6.000              146.36               168.3          10.97\n",
       "15               8.000              193.70               219.1          12.70\n",
       "16              10.000              247.60               273.0          12.70\n",
       "17              12.000              298.40               323.8          12.70\n",
       "18              14.000              330.20               355.6          12.70\n",
       "19              16.000              381.00               406.4          12.70\n",
       "20              18.000              431.60               457.0          12.70\n",
       "21              20.000              482.60               508.0          12.70\n",
       "22              22.000              533.60               559.0          12.70\n",
       "23              24.000              584.60               610.0          12.70\n",
       "24              26.000              634.60               660.0          12.70\n",
       "25              28.000              685.60               711.0          12.70\n",
       "26              30.000              736.60               762.0          12.70\n",
       "27              32.000              787.60               813.0          12.70\n",
       "28              34.000              838.60               864.0          12.70\n",
       "29              36.000              888.60               914.0          12.70\n",
       "30              38.000              939.60               965.0          12.70\n",
       "31              40.000              990.60              1016.0          12.70\n",
       "32              42.000             1041.60              1067.0          12.70\n",
       "33              44.000             1092.60              1118.0          12.70\n",
       "34              46.000             1142.60              1168.0          12.70\n",
       "35              48.000             1193.60              1219.0          12.70"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule XXS"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
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    },
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       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.50</td>\n",
       "      <td>6.36</td>\n",
       "      <td>21.3</td>\n",
       "      <td>7.47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.75</td>\n",
       "      <td>11.06</td>\n",
       "      <td>26.7</td>\n",
       "      <td>7.82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.00</td>\n",
       "      <td>15.22</td>\n",
       "      <td>33.4</td>\n",
       "      <td>9.09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.25</td>\n",
       "      <td>22.80</td>\n",
       "      <td>42.2</td>\n",
       "      <td>9.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.50</td>\n",
       "      <td>28.00</td>\n",
       "      <td>48.3</td>\n",
       "      <td>10.15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2.00</td>\n",
       "      <td>38.16</td>\n",
       "      <td>60.3</td>\n",
       "      <td>11.07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>2.50</td>\n",
       "      <td>44.96</td>\n",
       "      <td>73.0</td>\n",
       "      <td>14.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>3.00</td>\n",
       "      <td>58.42</td>\n",
       "      <td>88.9</td>\n",
       "      <td>15.24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>4.00</td>\n",
       "      <td>80.06</td>\n",
       "      <td>114.3</td>\n",
       "      <td>17.12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>5.00</td>\n",
       "      <td>103.20</td>\n",
       "      <td>141.3</td>\n",
       "      <td>19.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>6.00</td>\n",
       "      <td>124.40</td>\n",
       "      <td>168.3</td>\n",
       "      <td>21.95</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>8.00</td>\n",
       "      <td>174.64</td>\n",
       "      <td>219.1</td>\n",
       "      <td>22.23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>10.00</td>\n",
       "      <td>222.20</td>\n",
       "      <td>273.0</td>\n",
       "      <td>25.40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>12.00</td>\n",
       "      <td>273.00</td>\n",
       "      <td>323.8</td>\n",
       "      <td>25.40</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                 0.50                6.36                21.3           7.47\n",
       "1                 0.75               11.06                26.7           7.82\n",
       "2                 1.00               15.22                33.4           9.09\n",
       "3                 1.25               22.80                42.2           9.70\n",
       "4                 1.50               28.00                48.3          10.15\n",
       "5                 2.00               38.16                60.3          11.07\n",
       "6                 2.50               44.96                73.0          14.02\n",
       "7                 3.00               58.42                88.9          15.24\n",
       "8                 4.00               80.06               114.3          17.12\n",
       "9                 5.00              103.20               141.3          19.05\n",
       "10                6.00              124.40               168.3          21.95\n",
       "11                8.00              174.64               219.1          22.23\n",
       "12               10.00              222.20               273.0          25.40\n",
       "13               12.00              273.00               323.8          25.40"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule 5S"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
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    },
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.50</td>\n",
       "      <td>18.00</td>\n",
       "      <td>21.3</td>\n",
       "      <td>1.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.75</td>\n",
       "      <td>23.40</td>\n",
       "      <td>26.7</td>\n",
       "      <td>1.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.00</td>\n",
       "      <td>30.10</td>\n",
       "      <td>33.4</td>\n",
       "      <td>1.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.25</td>\n",
       "      <td>38.90</td>\n",
       "      <td>42.2</td>\n",
       "      <td>1.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.50</td>\n",
       "      <td>45.00</td>\n",
       "      <td>48.3</td>\n",
       "      <td>1.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2.00</td>\n",
       "      <td>57.00</td>\n",
       "      <td>60.3</td>\n",
       "      <td>1.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>2.50</td>\n",
       "      <td>68.78</td>\n",
       "      <td>73.0</td>\n",
       "      <td>2.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>3.00</td>\n",
       "      <td>84.68</td>\n",
       "      <td>88.9</td>\n",
       "      <td>2.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>3.50</td>\n",
       "      <td>97.38</td>\n",
       "      <td>101.6</td>\n",
       "      <td>2.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>4.00</td>\n",
       "      <td>110.08</td>\n",
       "      <td>114.3</td>\n",
       "      <td>2.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>5.00</td>\n",
       "      <td>135.76</td>\n",
       "      <td>141.3</td>\n",
       "      <td>2.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>6.00</td>\n",
       "      <td>162.76</td>\n",
       "      <td>168.3</td>\n",
       "      <td>2.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>8.00</td>\n",
       "      <td>213.56</td>\n",
       "      <td>219.1</td>\n",
       "      <td>2.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>10.00</td>\n",
       "      <td>266.30</td>\n",
       "      <td>273.1</td>\n",
       "      <td>3.40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>12.00</td>\n",
       "      <td>315.98</td>\n",
       "      <td>323.9</td>\n",
       "      <td>3.96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>14.00</td>\n",
       "      <td>347.68</td>\n",
       "      <td>355.6</td>\n",
       "      <td>3.96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>16.00</td>\n",
       "      <td>398.02</td>\n",
       "      <td>406.4</td>\n",
       "      <td>4.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>18.00</td>\n",
       "      <td>448.62</td>\n",
       "      <td>457.0</td>\n",
       "      <td>4.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>20.00</td>\n",
       "      <td>498.44</td>\n",
       "      <td>508.0</td>\n",
       "      <td>4.78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>22.00</td>\n",
       "      <td>549.44</td>\n",
       "      <td>559.0</td>\n",
       "      <td>4.78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>24.00</td>\n",
       "      <td>598.92</td>\n",
       "      <td>610.0</td>\n",
       "      <td>5.54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>30.00</td>\n",
       "      <td>749.30</td>\n",
       "      <td>762.0</td>\n",
       "      <td>6.35</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                 0.50               18.00                21.3           1.65\n",
       "1                 0.75               23.40                26.7           1.65\n",
       "2                 1.00               30.10                33.4           1.65\n",
       "3                 1.25               38.90                42.2           1.65\n",
       "4                 1.50               45.00                48.3           1.65\n",
       "5                 2.00               57.00                60.3           1.65\n",
       "6                 2.50               68.78                73.0           2.11\n",
       "7                 3.00               84.68                88.9           2.11\n",
       "8                 3.50               97.38               101.6           2.11\n",
       "9                 4.00              110.08               114.3           2.11\n",
       "10                5.00              135.76               141.3           2.77\n",
       "11                6.00              162.76               168.3           2.77\n",
       "12                8.00              213.56               219.1           2.77\n",
       "13               10.00              266.30               273.1           3.40\n",
       "14               12.00              315.98               323.9           3.96\n",
       "15               14.00              347.68               355.6           3.96\n",
       "16               16.00              398.02               406.4           4.19\n",
       "17               18.00              448.62               457.0           4.19\n",
       "18               20.00              498.44               508.0           4.78\n",
       "19               22.00              549.44               559.0           4.78\n",
       "20               24.00              598.92               610.0           5.54\n",
       "21               30.00              749.30               762.0           6.35"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule 10S"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
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    },
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.125</td>\n",
       "      <td>7.82</td>\n",
       "      <td>10.3</td>\n",
       "      <td>1.24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.250</td>\n",
       "      <td>10.40</td>\n",
       "      <td>13.7</td>\n",
       "      <td>1.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.375</td>\n",
       "      <td>13.80</td>\n",
       "      <td>17.1</td>\n",
       "      <td>1.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.500</td>\n",
       "      <td>17.08</td>\n",
       "      <td>21.3</td>\n",
       "      <td>2.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.750</td>\n",
       "      <td>22.48</td>\n",
       "      <td>26.7</td>\n",
       "      <td>2.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1.000</td>\n",
       "      <td>27.86</td>\n",
       "      <td>33.4</td>\n",
       "      <td>2.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1.250</td>\n",
       "      <td>36.66</td>\n",
       "      <td>42.2</td>\n",
       "      <td>2.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1.500</td>\n",
       "      <td>42.76</td>\n",
       "      <td>48.3</td>\n",
       "      <td>2.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>2.000</td>\n",
       "      <td>54.76</td>\n",
       "      <td>60.3</td>\n",
       "      <td>2.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>2.500</td>\n",
       "      <td>66.90</td>\n",
       "      <td>73.0</td>\n",
       "      <td>3.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>3.000</td>\n",
       "      <td>82.80</td>\n",
       "      <td>88.9</td>\n",
       "      <td>3.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>3.500</td>\n",
       "      <td>95.50</td>\n",
       "      <td>101.6</td>\n",
       "      <td>3.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>4.000</td>\n",
       "      <td>108.20</td>\n",
       "      <td>114.3</td>\n",
       "      <td>3.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>5.000</td>\n",
       "      <td>134.50</td>\n",
       "      <td>141.3</td>\n",
       "      <td>3.40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>6.000</td>\n",
       "      <td>161.50</td>\n",
       "      <td>168.3</td>\n",
       "      <td>3.40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>8.000</td>\n",
       "      <td>211.58</td>\n",
       "      <td>219.1</td>\n",
       "      <td>3.76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>10.000</td>\n",
       "      <td>264.72</td>\n",
       "      <td>273.1</td>\n",
       "      <td>4.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>12.000</td>\n",
       "      <td>314.76</td>\n",
       "      <td>323.9</td>\n",
       "      <td>4.57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>14.000</td>\n",
       "      <td>346.04</td>\n",
       "      <td>355.6</td>\n",
       "      <td>4.78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>16.000</td>\n",
       "      <td>396.84</td>\n",
       "      <td>406.4</td>\n",
       "      <td>4.78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>18.000</td>\n",
       "      <td>447.44</td>\n",
       "      <td>457.0</td>\n",
       "      <td>4.78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>20.000</td>\n",
       "      <td>496.92</td>\n",
       "      <td>508.0</td>\n",
       "      <td>5.54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>22.000</td>\n",
       "      <td>547.92</td>\n",
       "      <td>559.0</td>\n",
       "      <td>5.54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>24.000</td>\n",
       "      <td>597.30</td>\n",
       "      <td>610.0</td>\n",
       "      <td>6.35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>30.000</td>\n",
       "      <td>746.16</td>\n",
       "      <td>762.0</td>\n",
       "      <td>7.92</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                0.125                7.82                10.3           1.24\n",
       "1                0.250               10.40                13.7           1.65\n",
       "2                0.375               13.80                17.1           1.65\n",
       "3                0.500               17.08                21.3           2.11\n",
       "4                0.750               22.48                26.7           2.11\n",
       "5                1.000               27.86                33.4           2.77\n",
       "6                1.250               36.66                42.2           2.77\n",
       "7                1.500               42.76                48.3           2.77\n",
       "8                2.000               54.76                60.3           2.77\n",
       "9                2.500               66.90                73.0           3.05\n",
       "10               3.000               82.80                88.9           3.05\n",
       "11               3.500               95.50               101.6           3.05\n",
       "12               4.000              108.20               114.3           3.05\n",
       "13               5.000              134.50               141.3           3.40\n",
       "14               6.000              161.50               168.3           3.40\n",
       "15               8.000              211.58               219.1           3.76\n",
       "16              10.000              264.72               273.1           4.19\n",
       "17              12.000              314.76               323.9           4.57\n",
       "18              14.000              346.04               355.6           4.78\n",
       "19              16.000              396.84               406.4           4.78\n",
       "20              18.000              447.44               457.0           4.78\n",
       "21              20.000              496.92               508.0           5.54\n",
       "22              22.000              547.92               559.0           5.54\n",
       "23              24.000              597.30               610.0           6.35\n",
       "24              30.000              746.16               762.0           7.92"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule 40S"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.125</td>\n",
       "      <td>6.84</td>\n",
       "      <td>10.3</td>\n",
       "      <td>1.73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.250</td>\n",
       "      <td>9.22</td>\n",
       "      <td>13.7</td>\n",
       "      <td>2.24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.375</td>\n",
       "      <td>12.48</td>\n",
       "      <td>17.1</td>\n",
       "      <td>2.31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.500</td>\n",
       "      <td>15.76</td>\n",
       "      <td>21.3</td>\n",
       "      <td>2.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.750</td>\n",
       "      <td>20.96</td>\n",
       "      <td>26.7</td>\n",
       "      <td>2.87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1.000</td>\n",
       "      <td>26.64</td>\n",
       "      <td>33.4</td>\n",
       "      <td>3.38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1.250</td>\n",
       "      <td>35.08</td>\n",
       "      <td>42.2</td>\n",
       "      <td>3.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1.500</td>\n",
       "      <td>40.94</td>\n",
       "      <td>48.3</td>\n",
       "      <td>3.68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>2.000</td>\n",
       "      <td>52.48</td>\n",
       "      <td>60.3</td>\n",
       "      <td>3.91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>2.500</td>\n",
       "      <td>62.68</td>\n",
       "      <td>73.0</td>\n",
       "      <td>5.16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>3.000</td>\n",
       "      <td>77.92</td>\n",
       "      <td>88.9</td>\n",
       "      <td>5.49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>3.500</td>\n",
       "      <td>90.12</td>\n",
       "      <td>101.6</td>\n",
       "      <td>5.74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>4.000</td>\n",
       "      <td>102.26</td>\n",
       "      <td>114.3</td>\n",
       "      <td>6.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>5.000</td>\n",
       "      <td>128.20</td>\n",
       "      <td>141.3</td>\n",
       "      <td>6.55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>6.000</td>\n",
       "      <td>154.08</td>\n",
       "      <td>168.3</td>\n",
       "      <td>7.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>8.000</td>\n",
       "      <td>202.74</td>\n",
       "      <td>219.1</td>\n",
       "      <td>8.18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>10.000</td>\n",
       "      <td>254.56</td>\n",
       "      <td>273.1</td>\n",
       "      <td>9.27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>12.000</td>\n",
       "      <td>304.84</td>\n",
       "      <td>323.9</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>14.000</td>\n",
       "      <td>336.54</td>\n",
       "      <td>355.6</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>16.000</td>\n",
       "      <td>387.34</td>\n",
       "      <td>406.4</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>18.000</td>\n",
       "      <td>437.94</td>\n",
       "      <td>457.0</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>20.000</td>\n",
       "      <td>488.94</td>\n",
       "      <td>508.0</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>24.000</td>\n",
       "      <td>590.94</td>\n",
       "      <td>610.0</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                0.125                6.84                10.3           1.73\n",
       "1                0.250                9.22                13.7           2.24\n",
       "2                0.375               12.48                17.1           2.31\n",
       "3                0.500               15.76                21.3           2.77\n",
       "4                0.750               20.96                26.7           2.87\n",
       "5                1.000               26.64                33.4           3.38\n",
       "6                1.250               35.08                42.2           3.56\n",
       "7                1.500               40.94                48.3           3.68\n",
       "8                2.000               52.48                60.3           3.91\n",
       "9                2.500               62.68                73.0           5.16\n",
       "10               3.000               77.92                88.9           5.49\n",
       "11               3.500               90.12               101.6           5.74\n",
       "12               4.000              102.26               114.3           6.02\n",
       "13               5.000              128.20               141.3           6.55\n",
       "14               6.000              154.08               168.3           7.11\n",
       "15               8.000              202.74               219.1           8.18\n",
       "16              10.000              254.56               273.1           9.27\n",
       "17              12.000              304.84               323.9           9.53\n",
       "18              14.000              336.54               355.6           9.53\n",
       "19              16.000              387.34               406.4           9.53\n",
       "20              18.000              437.94               457.0           9.53\n",
       "21              20.000              488.94               508.0           9.53\n",
       "22              24.000              590.94               610.0           9.53"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule 80S"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
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    },
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.125</td>\n",
       "      <td>5.48</td>\n",
       "      <td>10.3</td>\n",
       "      <td>2.41</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.250</td>\n",
       "      <td>7.66</td>\n",
       "      <td>13.7</td>\n",
       "      <td>3.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.375</td>\n",
       "      <td>10.70</td>\n",
       "      <td>17.1</td>\n",
       "      <td>3.20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.500</td>\n",
       "      <td>13.84</td>\n",
       "      <td>21.3</td>\n",
       "      <td>3.73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.750</td>\n",
       "      <td>18.88</td>\n",
       "      <td>26.7</td>\n",
       "      <td>3.91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1.000</td>\n",
       "      <td>24.30</td>\n",
       "      <td>33.4</td>\n",
       "      <td>4.55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1.250</td>\n",
       "      <td>32.50</td>\n",
       "      <td>42.2</td>\n",
       "      <td>4.85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1.500</td>\n",
       "      <td>38.14</td>\n",
       "      <td>48.3</td>\n",
       "      <td>5.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>2.000</td>\n",
       "      <td>49.22</td>\n",
       "      <td>60.3</td>\n",
       "      <td>5.54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>2.500</td>\n",
       "      <td>58.98</td>\n",
       "      <td>73.0</td>\n",
       "      <td>7.01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>3.000</td>\n",
       "      <td>73.66</td>\n",
       "      <td>88.9</td>\n",
       "      <td>7.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>3.500</td>\n",
       "      <td>85.44</td>\n",
       "      <td>101.6</td>\n",
       "      <td>8.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>4.000</td>\n",
       "      <td>97.18</td>\n",
       "      <td>114.3</td>\n",
       "      <td>8.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>5.000</td>\n",
       "      <td>122.24</td>\n",
       "      <td>141.3</td>\n",
       "      <td>9.53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>6.000</td>\n",
       "      <td>146.36</td>\n",
       "      <td>168.3</td>\n",
       "      <td>10.97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>8.000</td>\n",
       "      <td>193.70</td>\n",
       "      <td>219.1</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>10.000</td>\n",
       "      <td>247.70</td>\n",
       "      <td>273.1</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>12.000</td>\n",
       "      <td>298.50</td>\n",
       "      <td>323.9</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>14.000</td>\n",
       "      <td>330.20</td>\n",
       "      <td>355.6</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>16.000</td>\n",
       "      <td>381.00</td>\n",
       "      <td>406.4</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>18.000</td>\n",
       "      <td>431.60</td>\n",
       "      <td>457.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>20.000</td>\n",
       "      <td>482.60</td>\n",
       "      <td>508.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>24.000</td>\n",
       "      <td>584.60</td>\n",
       "      <td>610.0</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                0.125                5.48                10.3           2.41\n",
       "1                0.250                7.66                13.7           3.02\n",
       "2                0.375               10.70                17.1           3.20\n",
       "3                0.500               13.84                21.3           3.73\n",
       "4                0.750               18.88                26.7           3.91\n",
       "5                1.000               24.30                33.4           4.55\n",
       "6                1.250               32.50                42.2           4.85\n",
       "7                1.500               38.14                48.3           5.08\n",
       "8                2.000               49.22                60.3           5.54\n",
       "9                2.500               58.98                73.0           7.01\n",
       "10               3.000               73.66                88.9           7.62\n",
       "11               3.500               85.44               101.6           8.08\n",
       "12               4.000               97.18               114.3           8.56\n",
       "13               5.000              122.24               141.3           9.53\n",
       "14               6.000              146.36               168.3          10.97\n",
       "15               8.000              193.70               219.1          12.70\n",
       "16              10.000              247.70               273.1          12.70\n",
       "17              12.000              298.50               323.9          12.70\n",
       "18              14.000              330.20               355.6          12.70\n",
       "19              16.000              381.00               406.4          12.70\n",
       "20              18.000              431.60               457.0          12.70\n",
       "21              20.000              482.60               508.0          12.70\n",
       "22              24.000              584.60               610.0          12.70"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule 40D1527"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.125</td>\n",
       "      <td>6.8326</td>\n",
       "      <td>10.2870</td>\n",
       "      <td>1.7272</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.250</td>\n",
       "      <td>9.2456</td>\n",
       "      <td>13.7160</td>\n",
       "      <td>2.2352</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.375</td>\n",
       "      <td>12.5222</td>\n",
       "      <td>17.1450</td>\n",
       "      <td>2.3114</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.500</td>\n",
       "      <td>15.7988</td>\n",
       "      <td>21.3360</td>\n",
       "      <td>2.7686</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.750</td>\n",
       "      <td>20.9296</td>\n",
       "      <td>26.6700</td>\n",
       "      <td>2.8702</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1.000</td>\n",
       "      <td>26.6446</td>\n",
       "      <td>33.4010</td>\n",
       "      <td>3.3782</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1.250</td>\n",
       "      <td>33.5280</td>\n",
       "      <td>40.6400</td>\n",
       "      <td>3.5560</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1.500</td>\n",
       "      <td>40.8940</td>\n",
       "      <td>48.2600</td>\n",
       "      <td>3.6830</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>2.000</td>\n",
       "      <td>52.5018</td>\n",
       "      <td>60.3250</td>\n",
       "      <td>3.9116</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>2.500</td>\n",
       "      <td>62.7126</td>\n",
       "      <td>73.0250</td>\n",
       "      <td>5.1562</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>3.000</td>\n",
       "      <td>77.9272</td>\n",
       "      <td>88.9000</td>\n",
       "      <td>5.4864</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>3.500</td>\n",
       "      <td>90.1192</td>\n",
       "      <td>101.6000</td>\n",
       "      <td>5.7404</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>4.000</td>\n",
       "      <td>102.2604</td>\n",
       "      <td>114.3000</td>\n",
       "      <td>6.0198</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>5.000</td>\n",
       "      <td>128.1938</td>\n",
       "      <td>141.3002</td>\n",
       "      <td>6.5532</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>6.000</td>\n",
       "      <td>154.0510</td>\n",
       "      <td>168.2750</td>\n",
       "      <td>7.1120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>8.000</td>\n",
       "      <td>202.7174</td>\n",
       "      <td>219.0750</td>\n",
       "      <td>8.1788</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>10.000</td>\n",
       "      <td>254.5080</td>\n",
       "      <td>273.0500</td>\n",
       "      <td>9.2710</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>12.000</td>\n",
       "      <td>303.2252</td>\n",
       "      <td>323.8500</td>\n",
       "      <td>10.3124</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                0.125              6.8326             10.2870         1.7272\n",
       "1                0.250              9.2456             13.7160         2.2352\n",
       "2                0.375             12.5222             17.1450         2.3114\n",
       "3                0.500             15.7988             21.3360         2.7686\n",
       "4                0.750             20.9296             26.6700         2.8702\n",
       "5                1.000             26.6446             33.4010         3.3782\n",
       "6                1.250             33.5280             40.6400         3.5560\n",
       "7                1.500             40.8940             48.2600         3.6830\n",
       "8                2.000             52.5018             60.3250         3.9116\n",
       "9                2.500             62.7126             73.0250         5.1562\n",
       "10               3.000             77.9272             88.9000         5.4864\n",
       "11               3.500             90.1192            101.6000         5.7404\n",
       "12               4.000            102.2604            114.3000         6.0198\n",
       "13               5.000            128.1938            141.3002         6.5532\n",
       "14               6.000            154.0510            168.2750         7.1120\n",
       "15               8.000            202.7174            219.0750         8.1788\n",
       "16              10.000            254.5080            273.0500         9.2710\n",
       "17              12.000            303.2252            323.8500        10.3124"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule 80D1527"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "\n",
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       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.125</td>\n",
       "      <td>5.4610</td>\n",
       "      <td>10.2870</td>\n",
       "      <td>2.4130</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.250</td>\n",
       "      <td>7.6708</td>\n",
       "      <td>13.7160</td>\n",
       "      <td>3.0226</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.375</td>\n",
       "      <td>10.7442</td>\n",
       "      <td>17.1450</td>\n",
       "      <td>3.2004</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.500</td>\n",
       "      <td>13.8684</td>\n",
       "      <td>21.3360</td>\n",
       "      <td>3.7338</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.750</td>\n",
       "      <td>18.8468</td>\n",
       "      <td>26.6700</td>\n",
       "      <td>3.9116</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1.000</td>\n",
       "      <td>24.3078</td>\n",
       "      <td>33.4010</td>\n",
       "      <td>4.5466</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1.250</td>\n",
       "      <td>30.9372</td>\n",
       "      <td>40.6400</td>\n",
       "      <td>4.8514</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1.500</td>\n",
       "      <td>38.1000</td>\n",
       "      <td>48.2600</td>\n",
       "      <td>5.0800</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>2.000</td>\n",
       "      <td>49.2506</td>\n",
       "      <td>60.3250</td>\n",
       "      <td>5.5372</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>2.500</td>\n",
       "      <td>59.0042</td>\n",
       "      <td>73.0250</td>\n",
       "      <td>7.0104</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>3.000</td>\n",
       "      <td>73.6600</td>\n",
       "      <td>88.9000</td>\n",
       "      <td>7.6200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>3.500</td>\n",
       "      <td>85.4456</td>\n",
       "      <td>101.6000</td>\n",
       "      <td>8.0772</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>4.000</td>\n",
       "      <td>97.1804</td>\n",
       "      <td>114.3000</td>\n",
       "      <td>8.5598</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>5.000</td>\n",
       "      <td>122.2502</td>\n",
       "      <td>141.3002</td>\n",
       "      <td>9.5250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>6.000</td>\n",
       "      <td>146.3294</td>\n",
       "      <td>168.2750</td>\n",
       "      <td>10.9728</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>8.000</td>\n",
       "      <td>193.6750</td>\n",
       "      <td>219.0750</td>\n",
       "      <td>12.7000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>10.000</td>\n",
       "      <td>242.9256</td>\n",
       "      <td>273.0500</td>\n",
       "      <td>15.0622</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>12.000</td>\n",
       "      <td>288.9504</td>\n",
       "      <td>323.8500</td>\n",
       "      <td>17.4498</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                0.125              5.4610             10.2870         2.4130\n",
       "1                0.250              7.6708             13.7160         3.0226\n",
       "2                0.375             10.7442             17.1450         3.2004\n",
       "3                0.500             13.8684             21.3360         3.7338\n",
       "4                0.750             18.8468             26.6700         3.9116\n",
       "5                1.000             24.3078             33.4010         4.5466\n",
       "6                1.250             30.9372             40.6400         4.8514\n",
       "7                1.500             38.1000             48.2600         5.0800\n",
       "8                2.000             49.2506             60.3250         5.5372\n",
       "9                2.500             59.0042             73.0250         7.0104\n",
       "10               3.000             73.6600             88.9000         7.6200\n",
       "11               3.500             85.4456            101.6000         8.0772\n",
       "12               4.000             97.1804            114.3000         8.5598\n",
       "13               5.000            122.2502            141.3002         9.5250\n",
       "14               6.000            146.3294            168.2750        10.9728\n",
       "15               8.000            193.6750            219.0750        12.7000\n",
       "16              10.000            242.9256            273.0500        15.0622\n",
       "17              12.000            288.9504            323.8500        17.4498"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule ABSD2680"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>8</td>\n",
       "      <td>196.85</td>\n",
       "      <td>239.014</td>\n",
       "      <td>21.082</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>10</td>\n",
       "      <td>247.65</td>\n",
       "      <td>298.450</td>\n",
       "      <td>25.400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>12</td>\n",
       "      <td>298.45</td>\n",
       "      <td>357.378</td>\n",
       "      <td>29.464</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>15</td>\n",
       "      <td>374.65</td>\n",
       "      <td>447.548</td>\n",
       "      <td>36.449</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                   8              196.85             239.014         21.082\n",
       "1                  10              247.65             298.450         25.400\n",
       "2                  12              298.45             357.378         29.464\n",
       "3                  15              374.65             447.548         36.449"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule PVCD2680"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>8</td>\n",
       "      <td>196.85</td>\n",
       "      <td>239.014</td>\n",
       "      <td>21.082</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>10</td>\n",
       "      <td>247.65</td>\n",
       "      <td>298.450</td>\n",
       "      <td>25.400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>12</td>\n",
       "      <td>298.45</td>\n",
       "      <td>357.378</td>\n",
       "      <td>29.464</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>15</td>\n",
       "      <td>374.65</td>\n",
       "      <td>447.548</td>\n",
       "      <td>36.449</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                   8              196.85             239.014         21.082\n",
       "1                  10              247.65             298.450         25.400\n",
       "2                  12              298.45             357.378         29.464\n",
       "3                  15              374.65             447.548         36.449"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR25C900"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>4</td>\n",
       "      <td>112.14</td>\n",
       "      <td>121.9</td>\n",
       "      <td>4.88</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>6</td>\n",
       "      <td>161.28</td>\n",
       "      <td>175.3</td>\n",
       "      <td>7.01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>8</td>\n",
       "      <td>211.52</td>\n",
       "      <td>229.9</td>\n",
       "      <td>9.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>10</td>\n",
       "      <td>259.34</td>\n",
       "      <td>281.9</td>\n",
       "      <td>11.28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>12</td>\n",
       "      <td>308.48</td>\n",
       "      <td>335.3</td>\n",
       "      <td>13.41</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                   4              112.14               121.9           4.88\n",
       "1                   6              161.28               175.3           7.01\n",
       "2                   8              211.52               229.9           9.19\n",
       "3                  10              259.34               281.9          11.28\n",
       "4                  12              308.48               335.3          13.41"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR18C900"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>4</td>\n",
       "      <td>108.34</td>\n",
       "      <td>121.9</td>\n",
       "      <td>6.78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>6</td>\n",
       "      <td>155.84</td>\n",
       "      <td>175.3</td>\n",
       "      <td>9.73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>8</td>\n",
       "      <td>204.34</td>\n",
       "      <td>229.9</td>\n",
       "      <td>12.78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>10</td>\n",
       "      <td>250.56</td>\n",
       "      <td>281.9</td>\n",
       "      <td>15.67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>12</td>\n",
       "      <td>298.06</td>\n",
       "      <td>335.3</td>\n",
       "      <td>18.62</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                   4              108.34               121.9           6.78\n",
       "1                   6              155.84               175.3           9.73\n",
       "2                   8              204.34               229.9          12.78\n",
       "3                  10              250.56               281.9          15.67\n",
       "4                  12              298.06               335.3          18.62"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR14C900"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
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       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
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       "  <tbody>\n",
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       "      <th>0</th>\n",
       "      <td>4</td>\n",
       "      <td>104.48</td>\n",
       "      <td>121.9</td>\n",
       "      <td>8.71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>6</td>\n",
       "      <td>150.26</td>\n",
       "      <td>175.3</td>\n",
       "      <td>12.52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>8</td>\n",
       "      <td>197.08</td>\n",
       "      <td>229.9</td>\n",
       "      <td>16.41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>10</td>\n",
       "      <td>241.62</td>\n",
       "      <td>281.9</td>\n",
       "      <td>20.14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>12</td>\n",
       "      <td>287.40</td>\n",
       "      <td>335.3</td>\n",
       "      <td>23.95</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
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       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                   4              104.48               121.9           8.71\n",
       "1                   6              150.26               175.3          12.52\n",
       "2                   8              197.08               229.9          16.41\n",
       "3                  10              241.62               281.9          20.14\n",
       "4                  12              287.40               335.3          23.95"
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    {
     "data": {
      "text/markdown": [
       "## Schedule CIDR51C905"
      ],
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       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
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       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>18</td>\n",
       "      <td>475.90</td>\n",
       "      <td>495.3</td>\n",
       "      <td>9.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>20</td>\n",
       "      <td>527.06</td>\n",
       "      <td>548.6</td>\n",
       "      <td>10.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>24</td>\n",
       "      <td>629.60</td>\n",
       "      <td>655.3</td>\n",
       "      <td>12.85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>30</td>\n",
       "      <td>780.94</td>\n",
       "      <td>812.8</td>\n",
       "      <td>15.93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>36</td>\n",
       "      <td>934.64</td>\n",
       "      <td>972.8</td>\n",
       "      <td>19.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>42</td>\n",
       "      <td>1086.00</td>\n",
       "      <td>1130.3</td>\n",
       "      <td>22.15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>48</td>\n",
       "      <td>1239.70</td>\n",
       "      <td>1290.3</td>\n",
       "      <td>25.30</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
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       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                  18              475.90               495.3           9.70\n",
       "1                  20              527.06               548.6          10.77\n",
       "2                  24              629.60               655.3          12.85\n",
       "3                  30              780.94               812.8          15.93\n",
       "4                  36              934.64               972.8          19.08\n",
       "5                  42             1086.00              1130.3          22.15\n",
       "6                  48             1239.70              1290.3          25.30"
      ]
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    },
    {
     "data": {
      "text/markdown": [
       "## Schedule CIDR41C905"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
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       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>14</td>\n",
       "      <td>369.66</td>\n",
       "      <td>388.6</td>\n",
       "      <td>9.47</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>16</td>\n",
       "      <td>420.46</td>\n",
       "      <td>442.0</td>\n",
       "      <td>10.77</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>18</td>\n",
       "      <td>471.12</td>\n",
       "      <td>495.3</td>\n",
       "      <td>12.09</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>20</td>\n",
       "      <td>521.82</td>\n",
       "      <td>548.6</td>\n",
       "      <td>13.39</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>24</td>\n",
       "      <td>623.34</td>\n",
       "      <td>655.3</td>\n",
       "      <td>15.98</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>30</td>\n",
       "      <td>773.18</td>\n",
       "      <td>812.8</td>\n",
       "      <td>19.81</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>36</td>\n",
       "      <td>925.36</td>\n",
       "      <td>972.8</td>\n",
       "      <td>23.72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>42</td>\n",
       "      <td>1075.18</td>\n",
       "      <td>1130.3</td>\n",
       "      <td>27.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>48</td>\n",
       "      <td>1227.36</td>\n",
       "      <td>1290.3</td>\n",
       "      <td>31.47</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
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       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                  14              369.66               388.6           9.47\n",
       "1                  16              420.46               442.0          10.77\n",
       "2                  18              471.12               495.3          12.09\n",
       "3                  20              521.82               548.6          13.39\n",
       "4                  24              623.34               655.3          15.98\n",
       "5                  30              773.18               812.8          19.81\n",
       "6                  36              925.36               972.8          23.72\n",
       "7                  42             1075.18              1130.3          27.56\n",
       "8                  48             1227.36              1290.3          31.47"
      ]
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    {
     "data": {
      "text/markdown": [
       "## Schedule CIDR325C905"
      ],
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       "<IPython.core.display.Markdown object>"
      ]
     },
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>16</td>\n",
       "      <td>414.82</td>\n",
       "      <td>442.0</td>\n",
       "      <td>13.59</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>18</td>\n",
       "      <td>464.82</td>\n",
       "      <td>495.3</td>\n",
       "      <td>15.24</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>20</td>\n",
       "      <td>514.82</td>\n",
       "      <td>548.6</td>\n",
       "      <td>16.89</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>24</td>\n",
       "      <td>614.96</td>\n",
       "      <td>655.3</td>\n",
       "      <td>20.17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>30</td>\n",
       "      <td>762.76</td>\n",
       "      <td>812.8</td>\n",
       "      <td>25.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>36</td>\n",
       "      <td>912.96</td>\n",
       "      <td>972.8</td>\n",
       "      <td>29.92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>42</td>\n",
       "      <td>1060.76</td>\n",
       "      <td>1130.3</td>\n",
       "      <td>34.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>48</td>\n",
       "      <td>1210.90</td>\n",
       "      <td>1290.3</td>\n",
       "      <td>39.70</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
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       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                  14              364.68               388.6          11.96\n",
       "1                  16              414.82               442.0          13.59\n",
       "2                  18              464.82               495.3          15.24\n",
       "3                  20              514.82               548.6          16.89\n",
       "4                  24              614.96               655.3          20.17\n",
       "5                  30              762.76               812.8          25.02\n",
       "6                  36              912.96               972.8          29.92\n",
       "7                  42             1060.76              1130.3          34.77\n",
       "8                  48             1210.90              1290.3          39.70"
      ]
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    {
     "data": {
      "text/markdown": [
       "## Schedule CIDR25C905"
      ],
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       "<IPython.core.display.Markdown object>"
      ]
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>16</td>\n",
       "      <td>406.64</td>\n",
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       "      <td>17.68</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>18</td>\n",
       "      <td>455.68</td>\n",
       "      <td>495.3</td>\n",
       "      <td>19.81</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>20</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>24</td>\n",
       "      <td>602.88</td>\n",
       "      <td>655.3</td>\n",
       "      <td>26.21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>30</td>\n",
       "      <td>747.78</td>\n",
       "      <td>812.8</td>\n",
       "      <td>32.51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>36</td>\n",
       "      <td>894.98</td>\n",
       "      <td>972.8</td>\n",
       "      <td>38.91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>42</td>\n",
       "      <td>1039.88</td>\n",
       "      <td>1130.3</td>\n",
       "      <td>45.21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>48</td>\n",
       "      <td>1187.08</td>\n",
       "      <td>1290.3</td>\n",
       "      <td>51.61</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                  14              357.52               388.6          15.54\n",
       "1                  16              406.64               442.0          17.68\n",
       "2                  18              455.68               495.3          19.81\n",
       "3                  20              504.70               548.6          21.95\n",
       "4                  24              602.88               655.3          26.21\n",
       "5                  30              747.78               812.8          32.51\n",
       "6                  36              894.98               972.8          38.91\n",
       "7                  42             1039.88              1130.3          45.21\n",
       "8                  48             1187.08              1290.3          51.61"
      ]
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    {
     "data": {
      "text/markdown": [
       "## Schedule CIDR21C905"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>14</td>\n",
       "      <td>351.58</td>\n",
       "      <td>388.6</td>\n",
       "      <td>18.51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>16</td>\n",
       "      <td>399.90</td>\n",
       "      <td>442.0</td>\n",
       "      <td>21.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>18</td>\n",
       "      <td>448.10</td>\n",
       "      <td>495.3</td>\n",
       "      <td>23.60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>20</td>\n",
       "      <td>496.32</td>\n",
       "      <td>548.6</td>\n",
       "      <td>26.14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>24</td>\n",
       "      <td>592.86</td>\n",
       "      <td>655.3</td>\n",
       "      <td>31.22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>30</td>\n",
       "      <td>735.38</td>\n",
       "      <td>812.8</td>\n",
       "      <td>38.71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>36</td>\n",
       "      <td>880.14</td>\n",
       "      <td>972.8</td>\n",
       "      <td>46.33</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                  14              351.58               388.6          18.51\n",
       "1                  16              399.90               442.0          21.05\n",
       "2                  18              448.10               495.3          23.60\n",
       "3                  20              496.32               548.6          26.14\n",
       "4                  24              592.86               655.3          31.22\n",
       "5                  30              735.38               812.8          38.71\n",
       "6                  36              880.14               972.8          46.33"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule CIDR18C905"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
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       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>14</td>\n",
       "      <td>345.42</td>\n",
       "      <td>388.6</td>\n",
       "      <td>21.59</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>16</td>\n",
       "      <td>392.88</td>\n",
       "      <td>442.0</td>\n",
       "      <td>24.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>18</td>\n",
       "      <td>440.28</td>\n",
       "      <td>495.3</td>\n",
       "      <td>27.51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>20</td>\n",
       "      <td>487.64</td>\n",
       "      <td>548.6</td>\n",
       "      <td>30.48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>24</td>\n",
       "      <td>582.50</td>\n",
       "      <td>655.3</td>\n",
       "      <td>36.40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>30</td>\n",
       "      <td>722.48</td>\n",
       "      <td>812.8</td>\n",
       "      <td>45.16</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                  14              345.42               388.6          21.59\n",
       "1                  16              392.88               442.0          24.56\n",
       "2                  18              440.28               495.3          27.51\n",
       "3                  20              487.64               548.6          30.48\n",
       "4                  24              582.50               655.3          36.40\n",
       "5                  30              722.48               812.8          45.16"
      ]
     },
     "metadata": {},
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    },
    {
     "data": {
      "text/markdown": [
       "## Schedule CIDR14C905"
      ],
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       "<IPython.core.display.Markdown object>"
      ]
     },
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       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
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       "      <th>0</th>\n",
       "      <td>14</td>\n",
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       "      <td>388.6</td>\n",
       "      <td>27.76</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>16</td>\n",
       "      <td>378.86</td>\n",
       "      <td>442.0</td>\n",
       "      <td>31.57</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>18</td>\n",
       "      <td>424.54</td>\n",
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       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                  14              333.08               388.6          27.76\n",
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     "metadata": {},
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    },
    {
     "data": {
      "text/markdown": [
       "## Schedule IPSDR21"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
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       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>14</td>\n",
       "      <td>321.76</td>\n",
       "      <td>355.6</td>\n",
       "      <td>16.92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>16</td>\n",
       "      <td>367.70</td>\n",
       "      <td>406.4</td>\n",
       "      <td>19.35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>18</td>\n",
       "      <td>413.66</td>\n",
       "      <td>457.2</td>\n",
       "      <td>21.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>20</td>\n",
       "      <td>459.64</td>\n",
       "      <td>508.0</td>\n",
       "      <td>24.18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>24</td>\n",
       "      <td>551.54</td>\n",
       "      <td>609.6</td>\n",
       "      <td>29.03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>30</td>\n",
       "      <td>689.46</td>\n",
       "      <td>762.0</td>\n",
       "      <td>36.27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>36</td>\n",
       "      <td>827.32</td>\n",
       "      <td>914.4</td>\n",
       "      <td>43.54</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
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       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                  14              321.76               355.6          16.92\n",
       "1                  16              367.70               406.4          19.35\n",
       "2                  18              413.66               457.2          21.77\n",
       "3                  20              459.64               508.0          24.18\n",
       "4                  24              551.54               609.6          29.03\n",
       "5                  30              689.46               762.0          36.27\n",
       "6                  36              827.32               914.4          43.54"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule IPSDR26"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
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       "      <th>NPS, dimensionless</th>\n",
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       "      <td>14</td>\n",
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       "      <td>13.67</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>16</td>\n",
       "      <td>375.16</td>\n",
       "      <td>406.4</td>\n",
       "      <td>15.62</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>18</td>\n",
       "      <td>422.04</td>\n",
       "      <td>457.2</td>\n",
       "      <td>17.58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>20</td>\n",
       "      <td>468.94</td>\n",
       "      <td>508.0</td>\n",
       "      <td>19.53</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>24</td>\n",
       "      <td>562.72</td>\n",
       "      <td>609.6</td>\n",
       "      <td>23.44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>30</td>\n",
       "      <td>703.38</td>\n",
       "      <td>762.0</td>\n",
       "      <td>29.31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>36</td>\n",
       "      <td>844.04</td>\n",
       "      <td>914.4</td>\n",
       "      <td>35.18</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                  14              328.26               355.6          13.67\n",
       "1                  16              375.16               406.4          15.62\n",
       "2                  18              422.04               457.2          17.58\n",
       "3                  20              468.94               508.0          19.53\n",
       "4                  24              562.72               609.6          23.44\n",
       "5                  30              703.38               762.0          29.31\n",
       "6                  36              844.04               914.4          35.18"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule IPSDR325"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>16</td>\n",
       "      <td>381.40</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>18</td>\n",
       "      <td>429.06</td>\n",
       "      <td>457.2</td>\n",
       "      <td>14.07</td>\n",
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       "      <th>3</th>\n",
       "      <td>20</td>\n",
       "      <td>476.76</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>24</td>\n",
       "      <td>572.10</td>\n",
       "      <td>609.6</td>\n",
       "      <td>18.75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>30</td>\n",
       "      <td>715.12</td>\n",
       "      <td>762.0</td>\n",
       "      <td>23.44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>36</td>\n",
       "      <td>858.12</td>\n",
       "      <td>914.4</td>\n",
       "      <td>28.14</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                  14              333.76               355.6          10.92\n",
       "1                  16              381.40               406.4          12.50\n",
       "2                  18              429.06               457.2          14.07\n",
       "3                  20              476.76               508.0          15.62\n",
       "4                  24              572.10               609.6          18.75\n",
       "5                  30              715.12               762.0          23.44\n",
       "6                  36              858.12               914.4          28.14"
      ]
     },
     "metadata": {},
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    },
    {
     "data": {
      "text/markdown": [
       "## Schedule IPSDR41"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>16</td>\n",
       "      <td>386.58</td>\n",
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       "      <td>9.91</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>18</td>\n",
       "      <td>434.90</td>\n",
       "      <td>457.2</td>\n",
       "      <td>11.15</td>\n",
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       "      <th>3</th>\n",
       "      <td>20</td>\n",
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       "      <td>508.0</td>\n",
       "      <td>12.40</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>24</td>\n",
       "      <td>579.88</td>\n",
       "      <td>609.6</td>\n",
       "      <td>14.86</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>30</td>\n",
       "      <td>724.82</td>\n",
       "      <td>762.0</td>\n",
       "      <td>18.59</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>36</td>\n",
       "      <td>869.80</td>\n",
       "      <td>914.4</td>\n",
       "      <td>22.30</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                  14              338.28               355.6           8.66\n",
       "1                  16              386.58               406.4           9.91\n",
       "2                  18              434.90               457.2          11.15\n",
       "3                  20              483.20               508.0          12.40\n",
       "4                  24              579.88               609.6          14.86\n",
       "5                  30              724.82               762.0          18.59\n",
       "6                  36              869.80               914.4          22.30"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule PS115F679"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
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    },
    {
     "data": {
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>18</td>\n",
       "      <td>440.9186</td>\n",
       "      <td>475.0054</td>\n",
       "      <td>17.0434</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>21</td>\n",
       "      <td>519.8110</td>\n",
       "      <td>559.9938</td>\n",
       "      <td>20.0914</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>24</td>\n",
       "      <td>584.8350</td>\n",
       "      <td>629.9962</td>\n",
       "      <td>22.5806</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>27</td>\n",
       "      <td>659.1046</td>\n",
       "      <td>710.0062</td>\n",
       "      <td>25.4508</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>30</td>\n",
       "      <td>754.4816</td>\n",
       "      <td>812.8000</td>\n",
       "      <td>29.1592</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>36</td>\n",
       "      <td>903.0716</td>\n",
       "      <td>972.8200</td>\n",
       "      <td>34.8742</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>42</td>\n",
       "      <td>1049.2232</td>\n",
       "      <td>1130.3000</td>\n",
       "      <td>40.5384</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>48</td>\n",
       "      <td>1197.7624</td>\n",
       "      <td>1290.3200</td>\n",
       "      <td>46.2788</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>54</td>\n",
       "      <td>1357.1728</td>\n",
       "      <td>1462.0240</td>\n",
       "      <td>52.4256</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>60</td>\n",
       "      <td>1452.6260</td>\n",
       "      <td>1564.8940</td>\n",
       "      <td>56.1340</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                  18            440.9186            475.0054        17.0434\n",
       "1                  21            519.8110            559.9938        20.0914\n",
       "2                  24            584.8350            629.9962        22.5806\n",
       "3                  27            659.1046            710.0062        25.4508\n",
       "4                  30            754.4816            812.8000        29.1592\n",
       "5                  36            903.0716            972.8200        34.8742\n",
       "6                  42           1049.2232           1130.3000        40.5384\n",
       "7                  48           1197.7624           1290.3200        46.2788\n",
       "8                  54           1357.1728           1462.0240        52.4256\n",
       "9                  60           1452.6260           1564.8940        56.1340"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule PS75F679"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
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    },
    {
     "data": {
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       "\n",
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>18</td>\n",
       "      <td>445.3382</td>\n",
       "      <td>475.0054</td>\n",
       "      <td>14.8336</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>21</td>\n",
       "      <td>524.9926</td>\n",
       "      <td>559.9938</td>\n",
       "      <td>17.5006</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>24</td>\n",
       "      <td>590.6262</td>\n",
       "      <td>629.9962</td>\n",
       "      <td>19.6850</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>27</td>\n",
       "      <td>665.6070</td>\n",
       "      <td>710.0062</td>\n",
       "      <td>22.1996</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>30</td>\n",
       "      <td>762.0000</td>\n",
       "      <td>812.8000</td>\n",
       "      <td>25.4000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>36</td>\n",
       "      <td>912.0124</td>\n",
       "      <td>972.8200</td>\n",
       "      <td>30.4038</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>42</td>\n",
       "      <td>1059.6372</td>\n",
       "      <td>1130.3000</td>\n",
       "      <td>35.3314</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>48</td>\n",
       "      <td>1209.6496</td>\n",
       "      <td>1290.3200</td>\n",
       "      <td>40.3352</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>54</td>\n",
       "      <td>1370.6348</td>\n",
       "      <td>1462.0240</td>\n",
       "      <td>45.6946</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>60</td>\n",
       "      <td>1467.0532</td>\n",
       "      <td>1564.8940</td>\n",
       "      <td>48.9204</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                  18            445.3382            475.0054        14.8336\n",
       "1                  21            524.9926            559.9938        17.5006\n",
       "2                  24            590.6262            629.9962        19.6850\n",
       "3                  27            665.6070            710.0062        22.1996\n",
       "4                  30            762.0000            812.8000        25.4000\n",
       "5                  36            912.0124            972.8200        30.4038\n",
       "6                  42           1059.6372           1130.3000        35.3314\n",
       "7                  48           1209.6496           1290.3200        40.3352\n",
       "8                  54           1370.6348           1462.0240        45.6946\n",
       "9                  60           1467.0532           1564.8940        48.9204"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule PS46F679"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>18</td>\n",
       "      <td>449.6562</td>\n",
       "      <td>475.0054</td>\n",
       "      <td>12.6746</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>21</td>\n",
       "      <td>530.1234</td>\n",
       "      <td>559.9938</td>\n",
       "      <td>14.9352</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>24</td>\n",
       "      <td>596.4174</td>\n",
       "      <td>629.9962</td>\n",
       "      <td>16.7894</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>27</td>\n",
       "      <td>672.1602</td>\n",
       "      <td>710.0062</td>\n",
       "      <td>18.9230</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>30</td>\n",
       "      <td>769.4676</td>\n",
       "      <td>812.8000</td>\n",
       "      <td>21.6662</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>36</td>\n",
       "      <td>920.9532</td>\n",
       "      <td>972.8200</td>\n",
       "      <td>25.9334</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>42</td>\n",
       "      <td>1070.0004</td>\n",
       "      <td>1130.3000</td>\n",
       "      <td>30.1498</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>48</td>\n",
       "      <td>1221.4860</td>\n",
       "      <td>1290.3200</td>\n",
       "      <td>34.4170</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>54</td>\n",
       "      <td>1384.0460</td>\n",
       "      <td>1462.0240</td>\n",
       "      <td>38.9890</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>60</td>\n",
       "      <td>1481.4296</td>\n",
       "      <td>1564.8940</td>\n",
       "      <td>41.7322</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                  18            449.6562            475.0054        12.6746\n",
       "1                  21            530.1234            559.9938        14.9352\n",
       "2                  24            596.4174            629.9962        16.7894\n",
       "3                  27            672.1602            710.0062        18.9230\n",
       "4                  30            769.4676            812.8000        21.6662\n",
       "5                  36            920.9532            972.8200        25.9334\n",
       "6                  42           1070.0004           1130.3000        30.1498\n",
       "7                  48           1221.4860           1290.3200        34.4170\n",
       "8                  54           1384.0460           1462.0240        38.9890\n",
       "9                  60           1481.4296           1564.8940        41.7322"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule PVCD2665"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
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       "\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1.25</td>\n",
       "      <td>35.0520</td>\n",
       "      <td>42.164</td>\n",
       "      <td>3.5560</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1.50</td>\n",
       "      <td>40.8940</td>\n",
       "      <td>48.260</td>\n",
       "      <td>3.6830</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2.00</td>\n",
       "      <td>52.5018</td>\n",
       "      <td>60.325</td>\n",
       "      <td>3.9116</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3.00</td>\n",
       "      <td>77.9272</td>\n",
       "      <td>88.900</td>\n",
       "      <td>5.4864</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4.00</td>\n",
       "      <td>102.2604</td>\n",
       "      <td>114.300</td>\n",
       "      <td>6.0198</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>6.00</td>\n",
       "      <td>154.0510</td>\n",
       "      <td>168.275</td>\n",
       "      <td>7.1120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>8.00</td>\n",
       "      <td>202.7174</td>\n",
       "      <td>219.075</td>\n",
       "      <td>8.1788</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>10.00</td>\n",
       "      <td>254.5080</td>\n",
       "      <td>273.050</td>\n",
       "      <td>9.2710</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>12.00</td>\n",
       "      <td>303.2252</td>\n",
       "      <td>323.850</td>\n",
       "      <td>10.3124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>14.00</td>\n",
       "      <td>333.7560</td>\n",
       "      <td>355.600</td>\n",
       "      <td>10.9220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>16.00</td>\n",
       "      <td>381.0000</td>\n",
       "      <td>406.400</td>\n",
       "      <td>12.7000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>18.00</td>\n",
       "      <td>428.6504</td>\n",
       "      <td>457.200</td>\n",
       "      <td>14.2748</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>20.00</td>\n",
       "      <td>477.8756</td>\n",
       "      <td>508.000</td>\n",
       "      <td>15.0622</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>24.00</td>\n",
       "      <td>574.7004</td>\n",
       "      <td>609.600</td>\n",
       "      <td>17.4498</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                 1.25             35.0520              42.164         3.5560\n",
       "1                 1.50             40.8940              48.260         3.6830\n",
       "2                 2.00             52.5018              60.325         3.9116\n",
       "3                 3.00             77.9272              88.900         5.4864\n",
       "4                 4.00            102.2604             114.300         6.0198\n",
       "5                 6.00            154.0510             168.275         7.1120\n",
       "6                 8.00            202.7174             219.075         8.1788\n",
       "7                10.00            254.5080             273.050         9.2710\n",
       "8                12.00            303.2252             323.850        10.3124\n",
       "9                14.00            333.7560             355.600        10.9220\n",
       "10               16.00            381.0000             406.400        12.7000\n",
       "11               18.00            428.6504             457.200        14.2748\n",
       "12               20.00            477.8756             508.000        15.0622\n",
       "13               24.00            574.7004             609.600        17.4498"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule 40D1785"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
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    },
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.125</td>\n",
       "      <td>6.8326</td>\n",
       "      <td>10.2870</td>\n",
       "      <td>1.7272</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.250</td>\n",
       "      <td>9.2456</td>\n",
       "      <td>13.7160</td>\n",
       "      <td>2.2352</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.375</td>\n",
       "      <td>12.5222</td>\n",
       "      <td>17.1450</td>\n",
       "      <td>2.3114</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.500</td>\n",
       "      <td>15.7988</td>\n",
       "      <td>21.3360</td>\n",
       "      <td>2.7686</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.750</td>\n",
       "      <td>20.9296</td>\n",
       "      <td>26.6700</td>\n",
       "      <td>2.8702</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1.000</td>\n",
       "      <td>26.6446</td>\n",
       "      <td>33.4010</td>\n",
       "      <td>3.3782</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1.250</td>\n",
       "      <td>35.0520</td>\n",
       "      <td>42.1640</td>\n",
       "      <td>3.5560</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1.500</td>\n",
       "      <td>40.8940</td>\n",
       "      <td>48.2600</td>\n",
       "      <td>3.6830</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>2.000</td>\n",
       "      <td>52.5018</td>\n",
       "      <td>60.3250</td>\n",
       "      <td>3.9116</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>2.500</td>\n",
       "      <td>62.7126</td>\n",
       "      <td>73.0250</td>\n",
       "      <td>5.1562</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>3.000</td>\n",
       "      <td>77.9272</td>\n",
       "      <td>88.9000</td>\n",
       "      <td>5.4864</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>3.500</td>\n",
       "      <td>90.1192</td>\n",
       "      <td>101.6000</td>\n",
       "      <td>5.7404</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>4.000</td>\n",
       "      <td>102.2604</td>\n",
       "      <td>114.3000</td>\n",
       "      <td>6.0198</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>5.000</td>\n",
       "      <td>128.1938</td>\n",
       "      <td>141.3002</td>\n",
       "      <td>6.5532</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>6.000</td>\n",
       "      <td>154.0510</td>\n",
       "      <td>168.2750</td>\n",
       "      <td>7.1120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>8.000</td>\n",
       "      <td>202.7174</td>\n",
       "      <td>219.0750</td>\n",
       "      <td>8.1788</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>10.000</td>\n",
       "      <td>254.5080</td>\n",
       "      <td>273.0500</td>\n",
       "      <td>9.2710</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>12.000</td>\n",
       "      <td>303.2252</td>\n",
       "      <td>323.8500</td>\n",
       "      <td>10.3124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>14.000</td>\n",
       "      <td>333.4004</td>\n",
       "      <td>355.6000</td>\n",
       "      <td>11.0998</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>16.000</td>\n",
       "      <td>381.0000</td>\n",
       "      <td>406.4000</td>\n",
       "      <td>12.7000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>18.000</td>\n",
       "      <td>428.6504</td>\n",
       "      <td>457.2000</td>\n",
       "      <td>14.2748</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>20.000</td>\n",
       "      <td>477.8756</td>\n",
       "      <td>508.0000</td>\n",
       "      <td>15.0622</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>24.000</td>\n",
       "      <td>574.7004</td>\n",
       "      <td>609.6000</td>\n",
       "      <td>17.4498</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                0.125              6.8326             10.2870         1.7272\n",
       "1                0.250              9.2456             13.7160         2.2352\n",
       "2                0.375             12.5222             17.1450         2.3114\n",
       "3                0.500             15.7988             21.3360         2.7686\n",
       "4                0.750             20.9296             26.6700         2.8702\n",
       "5                1.000             26.6446             33.4010         3.3782\n",
       "6                1.250             35.0520             42.1640         3.5560\n",
       "7                1.500             40.8940             48.2600         3.6830\n",
       "8                2.000             52.5018             60.3250         3.9116\n",
       "9                2.500             62.7126             73.0250         5.1562\n",
       "10               3.000             77.9272             88.9000         5.4864\n",
       "11               3.500             90.1192            101.6000         5.7404\n",
       "12               4.000            102.2604            114.3000         6.0198\n",
       "13               5.000            128.1938            141.3002         6.5532\n",
       "14               6.000            154.0510            168.2750         7.1120\n",
       "15               8.000            202.7174            219.0750         8.1788\n",
       "16              10.000            254.5080            273.0500         9.2710\n",
       "17              12.000            303.2252            323.8500        10.3124\n",
       "18              14.000            333.4004            355.6000        11.0998\n",
       "19              16.000            381.0000            406.4000        12.7000\n",
       "20              18.000            428.6504            457.2000        14.2748\n",
       "21              20.000            477.8756            508.0000        15.0622\n",
       "22              24.000            574.7004            609.6000        17.4498"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule 80D1785"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.125</td>\n",
       "      <td>5.4610</td>\n",
       "      <td>10.2870</td>\n",
       "      <td>2.4130</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.250</td>\n",
       "      <td>7.6708</td>\n",
       "      <td>13.7160</td>\n",
       "      <td>3.0226</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.375</td>\n",
       "      <td>10.7442</td>\n",
       "      <td>17.1450</td>\n",
       "      <td>3.2004</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.500</td>\n",
       "      <td>13.8684</td>\n",
       "      <td>21.3360</td>\n",
       "      <td>3.7338</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.750</td>\n",
       "      <td>18.8468</td>\n",
       "      <td>26.6700</td>\n",
       "      <td>3.9116</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1.000</td>\n",
       "      <td>24.3078</td>\n",
       "      <td>33.4010</td>\n",
       "      <td>4.5466</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1.250</td>\n",
       "      <td>32.4612</td>\n",
       "      <td>42.1640</td>\n",
       "      <td>4.8514</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1.500</td>\n",
       "      <td>38.1000</td>\n",
       "      <td>48.2600</td>\n",
       "      <td>5.0800</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>2.000</td>\n",
       "      <td>49.2506</td>\n",
       "      <td>60.3250</td>\n",
       "      <td>5.5372</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>2.500</td>\n",
       "      <td>59.0042</td>\n",
       "      <td>73.0250</td>\n",
       "      <td>7.0104</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>3.000</td>\n",
       "      <td>73.6600</td>\n",
       "      <td>88.9000</td>\n",
       "      <td>7.6200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>3.500</td>\n",
       "      <td>85.4456</td>\n",
       "      <td>101.6000</td>\n",
       "      <td>8.0772</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>4.000</td>\n",
       "      <td>97.1804</td>\n",
       "      <td>114.3000</td>\n",
       "      <td>8.5598</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>5.000</td>\n",
       "      <td>122.2502</td>\n",
       "      <td>141.3002</td>\n",
       "      <td>9.5250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>6.000</td>\n",
       "      <td>146.3294</td>\n",
       "      <td>168.2750</td>\n",
       "      <td>10.9728</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>8.000</td>\n",
       "      <td>193.6750</td>\n",
       "      <td>219.0750</td>\n",
       "      <td>12.7000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>10.000</td>\n",
       "      <td>242.9256</td>\n",
       "      <td>273.0500</td>\n",
       "      <td>15.0622</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>12.000</td>\n",
       "      <td>288.9504</td>\n",
       "      <td>323.8500</td>\n",
       "      <td>17.4498</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>14.000</td>\n",
       "      <td>317.5000</td>\n",
       "      <td>355.6000</td>\n",
       "      <td>19.0500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>16.000</td>\n",
       "      <td>363.5756</td>\n",
       "      <td>406.4000</td>\n",
       "      <td>21.4122</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>18.000</td>\n",
       "      <td>409.6004</td>\n",
       "      <td>457.2000</td>\n",
       "      <td>23.7998</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>20.000</td>\n",
       "      <td>455.6252</td>\n",
       "      <td>508.0000</td>\n",
       "      <td>26.1874</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>24.000</td>\n",
       "      <td>547.7256</td>\n",
       "      <td>609.6000</td>\n",
       "      <td>30.9372</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                0.125              5.4610             10.2870         2.4130\n",
       "1                0.250              7.6708             13.7160         3.0226\n",
       "2                0.375             10.7442             17.1450         3.2004\n",
       "3                0.500             13.8684             21.3360         3.7338\n",
       "4                0.750             18.8468             26.6700         3.9116\n",
       "5                1.000             24.3078             33.4010         4.5466\n",
       "6                1.250             32.4612             42.1640         4.8514\n",
       "7                1.500             38.1000             48.2600         5.0800\n",
       "8                2.000             49.2506             60.3250         5.5372\n",
       "9                2.500             59.0042             73.0250         7.0104\n",
       "10               3.000             73.6600             88.9000         7.6200\n",
       "11               3.500             85.4456            101.6000         8.0772\n",
       "12               4.000             97.1804            114.3000         8.5598\n",
       "13               5.000            122.2502            141.3002         9.5250\n",
       "14               6.000            146.3294            168.2750        10.9728\n",
       "15               8.000            193.6750            219.0750        12.7000\n",
       "16              10.000            242.9256            273.0500        15.0622\n",
       "17              12.000            288.9504            323.8500        17.4498\n",
       "18              14.000            317.5000            355.6000        19.0500\n",
       "19              16.000            363.5756            406.4000        21.4122\n",
       "20              18.000            409.6004            457.2000        23.7998\n",
       "21              20.000            455.6252            508.0000        26.1874\n",
       "22              24.000            547.7256            609.6000        30.9372"
      ]
     },
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    {
     "data": {
      "text/markdown": [
       "## Schedule 120D1785"
      ],
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       "<IPython.core.display.Markdown object>"
      ]
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.50</td>\n",
       "      <td>12.7000</td>\n",
       "      <td>21.3360</td>\n",
       "      <td>4.3180</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.75</td>\n",
       "      <td>18.0340</td>\n",
       "      <td>26.6700</td>\n",
       "      <td>4.3180</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.00</td>\n",
       "      <td>23.2410</td>\n",
       "      <td>33.4010</td>\n",
       "      <td>5.0800</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.25</td>\n",
       "      <td>31.2420</td>\n",
       "      <td>42.1640</td>\n",
       "      <td>5.4610</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.50</td>\n",
       "      <td>36.8300</td>\n",
       "      <td>48.2600</td>\n",
       "      <td>5.7150</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2.00</td>\n",
       "      <td>47.6250</td>\n",
       "      <td>60.3250</td>\n",
       "      <td>6.3500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>2.50</td>\n",
       "      <td>57.7850</td>\n",
       "      <td>73.0250</td>\n",
       "      <td>7.6200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>3.00</td>\n",
       "      <td>71.1200</td>\n",
       "      <td>88.9000</td>\n",
       "      <td>8.8900</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>3.50</td>\n",
       "      <td>83.8200</td>\n",
       "      <td>101.6000</td>\n",
       "      <td>8.8900</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>4.00</td>\n",
       "      <td>92.1004</td>\n",
       "      <td>114.3000</td>\n",
       "      <td>11.0998</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>5.00</td>\n",
       "      <td>115.9002</td>\n",
       "      <td>141.3002</td>\n",
       "      <td>12.7000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>6.00</td>\n",
       "      <td>139.7254</td>\n",
       "      <td>168.2750</td>\n",
       "      <td>14.2748</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>8.00</td>\n",
       "      <td>182.6006</td>\n",
       "      <td>219.0750</td>\n",
       "      <td>18.2372</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>10.00</td>\n",
       "      <td>230.2256</td>\n",
       "      <td>273.0500</td>\n",
       "      <td>21.4122</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>12.00</td>\n",
       "      <td>273.0500</td>\n",
       "      <td>323.8500</td>\n",
       "      <td>25.4000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                 0.50             12.7000             21.3360         4.3180\n",
       "1                 0.75             18.0340             26.6700         4.3180\n",
       "2                 1.00             23.2410             33.4010         5.0800\n",
       "3                 1.25             31.2420             42.1640         5.4610\n",
       "4                 1.50             36.8300             48.2600         5.7150\n",
       "5                 2.00             47.6250             60.3250         6.3500\n",
       "6                 2.50             57.7850             73.0250         7.6200\n",
       "7                 3.00             71.1200             88.9000         8.8900\n",
       "8                 3.50             83.8200            101.6000         8.8900\n",
       "9                 4.00             92.1004            114.3000        11.0998\n",
       "10                5.00            115.9002            141.3002        12.7000\n",
       "11                6.00            139.7254            168.2750        14.2748\n",
       "12                8.00            182.6006            219.0750        18.2372\n",
       "13               10.00            230.2256            273.0500        21.4122\n",
       "14               12.00            273.0500            323.8500        25.4000"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR135D2241"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.125</td>\n",
       "      <td>7.2390</td>\n",
       "      <td>10.2870</td>\n",
       "      <td>1.5240</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.250</td>\n",
       "      <td>10.6680</td>\n",
       "      <td>13.7160</td>\n",
       "      <td>1.5240</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.375</td>\n",
       "      <td>14.0970</td>\n",
       "      <td>17.1450</td>\n",
       "      <td>1.5240</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.500</td>\n",
       "      <td>18.1864</td>\n",
       "      <td>21.3360</td>\n",
       "      <td>1.5748</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>0.750</td>\n",
       "      <td>22.7076</td>\n",
       "      <td>26.6700</td>\n",
       "      <td>1.9812</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1.000</td>\n",
       "      <td>28.4734</td>\n",
       "      <td>33.4010</td>\n",
       "      <td>2.4638</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1.250</td>\n",
       "      <td>35.9156</td>\n",
       "      <td>42.1640</td>\n",
       "      <td>3.1242</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1.500</td>\n",
       "      <td>41.0972</td>\n",
       "      <td>48.2600</td>\n",
       "      <td>3.5814</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>2.000</td>\n",
       "      <td>51.3842</td>\n",
       "      <td>60.3250</td>\n",
       "      <td>4.4704</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>2.500</td>\n",
       "      <td>62.2046</td>\n",
       "      <td>73.0250</td>\n",
       "      <td>5.4102</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>3.000</td>\n",
       "      <td>75.7428</td>\n",
       "      <td>88.9000</td>\n",
       "      <td>6.5786</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>3.500</td>\n",
       "      <td>86.5632</td>\n",
       "      <td>101.6000</td>\n",
       "      <td>7.5184</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>4.000</td>\n",
       "      <td>97.3836</td>\n",
       "      <td>114.3000</td>\n",
       "      <td>8.4582</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>5.000</td>\n",
       "      <td>120.3706</td>\n",
       "      <td>141.3002</td>\n",
       "      <td>10.4648</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>6.000</td>\n",
       "      <td>143.3322</td>\n",
       "      <td>168.2750</td>\n",
       "      <td>12.4714</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                0.125              7.2390             10.2870         1.5240\n",
       "1                0.250             10.6680             13.7160         1.5240\n",
       "2                0.375             14.0970             17.1450         1.5240\n",
       "3                0.500             18.1864             21.3360         1.5748\n",
       "4                0.750             22.7076             26.6700         1.9812\n",
       "5                1.000             28.4734             33.4010         2.4638\n",
       "6                1.250             35.9156             42.1640         3.1242\n",
       "7                1.500             41.0972             48.2600         3.5814\n",
       "8                2.000             51.3842             60.3250         4.4704\n",
       "9                2.500             62.2046             73.0250         5.4102\n",
       "10               3.000             75.7428             88.9000         6.5786\n",
       "11               3.500             86.5632            101.6000         7.5184\n",
       "12               4.000             97.3836            114.3000         8.4582\n",
       "13               5.000            120.3706            141.3002        10.4648\n",
       "14               6.000            143.3322            168.2750        12.4714"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR17D2241"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.75</td>\n",
       "      <td>23.5204</td>\n",
       "      <td>26.6700</td>\n",
       "      <td>1.5748</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1.00</td>\n",
       "      <td>29.4894</td>\n",
       "      <td>33.4010</td>\n",
       "      <td>1.9558</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.25</td>\n",
       "      <td>37.1856</td>\n",
       "      <td>42.1640</td>\n",
       "      <td>2.4892</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.50</td>\n",
       "      <td>42.5704</td>\n",
       "      <td>48.2600</td>\n",
       "      <td>2.8448</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2.00</td>\n",
       "      <td>53.2130</td>\n",
       "      <td>60.3250</td>\n",
       "      <td>3.5560</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2.50</td>\n",
       "      <td>64.4398</td>\n",
       "      <td>73.0250</td>\n",
       "      <td>4.2926</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>3.00</td>\n",
       "      <td>78.4352</td>\n",
       "      <td>88.9000</td>\n",
       "      <td>5.2324</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>3.50</td>\n",
       "      <td>89.6620</td>\n",
       "      <td>101.6000</td>\n",
       "      <td>5.9690</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>4.00</td>\n",
       "      <td>100.8380</td>\n",
       "      <td>114.3000</td>\n",
       "      <td>6.7310</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>5.00</td>\n",
       "      <td>124.6886</td>\n",
       "      <td>141.3002</td>\n",
       "      <td>8.3058</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>6.00</td>\n",
       "      <td>148.4630</td>\n",
       "      <td>168.2750</td>\n",
       "      <td>9.9060</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>8.00</td>\n",
       "      <td>193.2686</td>\n",
       "      <td>219.0750</td>\n",
       "      <td>12.9032</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>10.00</td>\n",
       "      <td>240.9444</td>\n",
       "      <td>273.0500</td>\n",
       "      <td>16.0528</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>12.00</td>\n",
       "      <td>285.7500</td>\n",
       "      <td>323.8500</td>\n",
       "      <td>19.0500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14.00</td>\n",
       "      <td>313.7916</td>\n",
       "      <td>355.6000</td>\n",
       "      <td>20.9042</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>16.00</td>\n",
       "      <td>358.5972</td>\n",
       "      <td>406.4000</td>\n",
       "      <td>23.9014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>18.00</td>\n",
       "      <td>403.4028</td>\n",
       "      <td>457.2000</td>\n",
       "      <td>26.8986</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>20.00</td>\n",
       "      <td>448.2592</td>\n",
       "      <td>508.0000</td>\n",
       "      <td>29.8704</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>24.00</td>\n",
       "      <td>537.8704</td>\n",
       "      <td>609.6000</td>\n",
       "      <td>35.8648</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>30.00</td>\n",
       "      <td>672.3380</td>\n",
       "      <td>762.0000</td>\n",
       "      <td>44.8310</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>36.00</td>\n",
       "      <td>806.8056</td>\n",
       "      <td>914.4000</td>\n",
       "      <td>53.7972</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                 0.75             23.5204             26.6700         1.5748\n",
       "1                 1.00             29.4894             33.4010         1.9558\n",
       "2                 1.25             37.1856             42.1640         2.4892\n",
       "3                 1.50             42.5704             48.2600         2.8448\n",
       "4                 2.00             53.2130             60.3250         3.5560\n",
       "5                 2.50             64.4398             73.0250         4.2926\n",
       "6                 3.00             78.4352             88.9000         5.2324\n",
       "7                 3.50             89.6620            101.6000         5.9690\n",
       "8                 4.00            100.8380            114.3000         6.7310\n",
       "9                 5.00            124.6886            141.3002         8.3058\n",
       "10                6.00            148.4630            168.2750         9.9060\n",
       "11                8.00            193.2686            219.0750        12.9032\n",
       "12               10.00            240.9444            273.0500        16.0528\n",
       "13               12.00            285.7500            323.8500        19.0500\n",
       "14               14.00            313.7916            355.6000        20.9042\n",
       "15               16.00            358.5972            406.4000        23.9014\n",
       "16               18.00            403.4028            457.2000        26.8986\n",
       "17               20.00            448.2592            508.0000        29.8704\n",
       "18               24.00            537.8704            609.6000        35.8648\n",
       "19               30.00            672.3380            762.0000        44.8310\n",
       "20               36.00            806.8056            914.4000        53.7972"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR21D2241"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.75</td>\n",
       "      <td>23.6220</td>\n",
       "      <td>26.6700</td>\n",
       "      <td>1.5240</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1.00</td>\n",
       "      <td>30.2006</td>\n",
       "      <td>33.4010</td>\n",
       "      <td>1.6002</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.25</td>\n",
       "      <td>38.1508</td>\n",
       "      <td>42.1640</td>\n",
       "      <td>2.0066</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.50</td>\n",
       "      <td>43.6880</td>\n",
       "      <td>48.2600</td>\n",
       "      <td>2.2860</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2.00</td>\n",
       "      <td>54.5846</td>\n",
       "      <td>60.3250</td>\n",
       "      <td>2.8702</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2.50</td>\n",
       "      <td>66.0654</td>\n",
       "      <td>73.0250</td>\n",
       "      <td>3.4798</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>3.00</td>\n",
       "      <td>80.4164</td>\n",
       "      <td>88.9000</td>\n",
       "      <td>4.2418</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>3.50</td>\n",
       "      <td>91.9480</td>\n",
       "      <td>101.6000</td>\n",
       "      <td>4.8260</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>4.00</td>\n",
       "      <td>103.4288</td>\n",
       "      <td>114.3000</td>\n",
       "      <td>5.4356</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>5.00</td>\n",
       "      <td>127.8382</td>\n",
       "      <td>141.3002</td>\n",
       "      <td>6.7310</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>6.00</td>\n",
       "      <td>152.2222</td>\n",
       "      <td>168.2750</td>\n",
       "      <td>8.0264</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>8.00</td>\n",
       "      <td>198.2470</td>\n",
       "      <td>219.0750</td>\n",
       "      <td>10.4140</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>10.00</td>\n",
       "      <td>247.0912</td>\n",
       "      <td>273.0500</td>\n",
       "      <td>12.9794</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>12.00</td>\n",
       "      <td>293.0652</td>\n",
       "      <td>323.8500</td>\n",
       "      <td>15.3924</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14.00</td>\n",
       "      <td>321.7672</td>\n",
       "      <td>355.6000</td>\n",
       "      <td>16.9164</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>16.00</td>\n",
       "      <td>367.6904</td>\n",
       "      <td>406.4000</td>\n",
       "      <td>19.3548</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>18.00</td>\n",
       "      <td>413.6644</td>\n",
       "      <td>457.2000</td>\n",
       "      <td>21.7678</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>20.00</td>\n",
       "      <td>459.6384</td>\n",
       "      <td>508.0000</td>\n",
       "      <td>24.1808</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>24.00</td>\n",
       "      <td>551.5356</td>\n",
       "      <td>609.6000</td>\n",
       "      <td>29.0322</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>30.00</td>\n",
       "      <td>689.4576</td>\n",
       "      <td>762.0000</td>\n",
       "      <td>36.2712</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>36.00</td>\n",
       "      <td>827.3288</td>\n",
       "      <td>914.4000</td>\n",
       "      <td>43.5356</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                 0.75             23.6220             26.6700         1.5240\n",
       "1                 1.00             30.2006             33.4010         1.6002\n",
       "2                 1.25             38.1508             42.1640         2.0066\n",
       "3                 1.50             43.6880             48.2600         2.2860\n",
       "4                 2.00             54.5846             60.3250         2.8702\n",
       "5                 2.50             66.0654             73.0250         3.4798\n",
       "6                 3.00             80.4164             88.9000         4.2418\n",
       "7                 3.50             91.9480            101.6000         4.8260\n",
       "8                 4.00            103.4288            114.3000         5.4356\n",
       "9                 5.00            127.8382            141.3002         6.7310\n",
       "10                6.00            152.2222            168.2750         8.0264\n",
       "11                8.00            198.2470            219.0750        10.4140\n",
       "12               10.00            247.0912            273.0500        12.9794\n",
       "13               12.00            293.0652            323.8500        15.3924\n",
       "14               14.00            321.7672            355.6000        16.9164\n",
       "15               16.00            367.6904            406.4000        19.3548\n",
       "16               18.00            413.6644            457.2000        21.7678\n",
       "17               20.00            459.6384            508.0000        24.1808\n",
       "18               24.00            551.5356            609.6000        29.0322\n",
       "19               30.00            689.4576            762.0000        36.2712\n",
       "20               36.00            827.3288            914.4000        43.5356"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR26D2241"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "\n",
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       "    }\n",
       "\n",
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       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1.00</td>\n",
       "      <td>30.3530</td>\n",
       "      <td>33.4010</td>\n",
       "      <td>1.5240</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1.25</td>\n",
       "      <td>38.9128</td>\n",
       "      <td>42.1640</td>\n",
       "      <td>1.6256</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.50</td>\n",
       "      <td>44.5516</td>\n",
       "      <td>48.2600</td>\n",
       "      <td>1.8542</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2.00</td>\n",
       "      <td>55.7022</td>\n",
       "      <td>60.3250</td>\n",
       "      <td>2.3114</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2.50</td>\n",
       "      <td>67.4370</td>\n",
       "      <td>73.0250</td>\n",
       "      <td>2.7940</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>3.00</td>\n",
       "      <td>82.0420</td>\n",
       "      <td>88.9000</td>\n",
       "      <td>3.4290</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>3.50</td>\n",
       "      <td>93.7768</td>\n",
       "      <td>101.6000</td>\n",
       "      <td>3.9116</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>4.00</td>\n",
       "      <td>105.5116</td>\n",
       "      <td>114.3000</td>\n",
       "      <td>4.3942</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>5.00</td>\n",
       "      <td>130.4290</td>\n",
       "      <td>141.3002</td>\n",
       "      <td>5.4356</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>6.00</td>\n",
       "      <td>155.3210</td>\n",
       "      <td>168.2750</td>\n",
       "      <td>6.4770</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>8.00</td>\n",
       "      <td>202.2094</td>\n",
       "      <td>219.0750</td>\n",
       "      <td>8.4328</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>10.00</td>\n",
       "      <td>252.0696</td>\n",
       "      <td>273.0500</td>\n",
       "      <td>10.4902</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>12.00</td>\n",
       "      <td>298.9580</td>\n",
       "      <td>323.8500</td>\n",
       "      <td>12.4460</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>14.00</td>\n",
       "      <td>328.2696</td>\n",
       "      <td>355.6000</td>\n",
       "      <td>13.6652</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>16.00</td>\n",
       "      <td>375.1580</td>\n",
       "      <td>406.4000</td>\n",
       "      <td>15.6210</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>18.00</td>\n",
       "      <td>422.0464</td>\n",
       "      <td>457.2000</td>\n",
       "      <td>17.5768</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>20.00</td>\n",
       "      <td>468.9348</td>\n",
       "      <td>508.0000</td>\n",
       "      <td>19.5326</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>24.00</td>\n",
       "      <td>562.7116</td>\n",
       "      <td>609.6000</td>\n",
       "      <td>23.4442</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>30.00</td>\n",
       "      <td>703.3768</td>\n",
       "      <td>762.0000</td>\n",
       "      <td>29.3116</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>36.00</td>\n",
       "      <td>844.0420</td>\n",
       "      <td>914.4000</td>\n",
       "      <td>35.1790</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                 1.00             30.3530             33.4010         1.5240\n",
       "1                 1.25             38.9128             42.1640         1.6256\n",
       "2                 1.50             44.5516             48.2600         1.8542\n",
       "3                 2.00             55.7022             60.3250         2.3114\n",
       "4                 2.50             67.4370             73.0250         2.7940\n",
       "5                 3.00             82.0420             88.9000         3.4290\n",
       "6                 3.50             93.7768            101.6000         3.9116\n",
       "7                 4.00            105.5116            114.3000         4.3942\n",
       "8                 5.00            130.4290            141.3002         5.4356\n",
       "9                 6.00            155.3210            168.2750         6.4770\n",
       "10                8.00            202.2094            219.0750         8.4328\n",
       "11               10.00            252.0696            273.0500        10.4902\n",
       "12               12.00            298.9580            323.8500        12.4460\n",
       "13               14.00            328.2696            355.6000        13.6652\n",
       "14               16.00            375.1580            406.4000        15.6210\n",
       "15               18.00            422.0464            457.2000        17.5768\n",
       "16               20.00            468.9348            508.0000        19.5326\n",
       "17               24.00            562.7116            609.6000        23.4442\n",
       "18               30.00            703.3768            762.0000        29.3116\n",
       "19               36.00            844.0420            914.4000        35.1790"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR325D2241"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
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     "data": {
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       "\n",
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       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1.25</td>\n",
       "      <td>39.1160</td>\n",
       "      <td>42.1640</td>\n",
       "      <td>1.5240</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1.50</td>\n",
       "      <td>45.2120</td>\n",
       "      <td>48.2600</td>\n",
       "      <td>1.5240</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2.00</td>\n",
       "      <td>56.6166</td>\n",
       "      <td>60.3250</td>\n",
       "      <td>1.8542</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2.50</td>\n",
       "      <td>68.5546</td>\n",
       "      <td>73.0250</td>\n",
       "      <td>2.2352</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>3.00</td>\n",
       "      <td>83.4136</td>\n",
       "      <td>88.9000</td>\n",
       "      <td>2.7432</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>3.50</td>\n",
       "      <td>95.3516</td>\n",
       "      <td>101.6000</td>\n",
       "      <td>3.1242</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>4.00</td>\n",
       "      <td>107.2896</td>\n",
       "      <td>114.3000</td>\n",
       "      <td>3.5052</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>5.00</td>\n",
       "      <td>132.6134</td>\n",
       "      <td>141.3002</td>\n",
       "      <td>4.3434</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>6.00</td>\n",
       "      <td>157.9118</td>\n",
       "      <td>168.2750</td>\n",
       "      <td>5.1816</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>8.00</td>\n",
       "      <td>205.6130</td>\n",
       "      <td>219.0750</td>\n",
       "      <td>6.7310</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>10.00</td>\n",
       "      <td>256.2352</td>\n",
       "      <td>273.0500</td>\n",
       "      <td>8.4074</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>12.00</td>\n",
       "      <td>303.9364</td>\n",
       "      <td>323.8500</td>\n",
       "      <td>9.9568</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>14.00</td>\n",
       "      <td>333.7560</td>\n",
       "      <td>355.6000</td>\n",
       "      <td>10.9220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>16.00</td>\n",
       "      <td>381.4064</td>\n",
       "      <td>406.4000</td>\n",
       "      <td>12.4968</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>18.00</td>\n",
       "      <td>429.0568</td>\n",
       "      <td>457.2000</td>\n",
       "      <td>14.0716</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>20.00</td>\n",
       "      <td>476.7580</td>\n",
       "      <td>508.0000</td>\n",
       "      <td>15.6210</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>24.00</td>\n",
       "      <td>572.1096</td>\n",
       "      <td>609.6000</td>\n",
       "      <td>18.7452</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>30.00</td>\n",
       "      <td>715.1116</td>\n",
       "      <td>762.0000</td>\n",
       "      <td>23.4442</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>36.00</td>\n",
       "      <td>858.1136</td>\n",
       "      <td>914.4000</td>\n",
       "      <td>28.1432</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                 1.25             39.1160             42.1640         1.5240\n",
       "1                 1.50             45.2120             48.2600         1.5240\n",
       "2                 2.00             56.6166             60.3250         1.8542\n",
       "3                 2.50             68.5546             73.0250         2.2352\n",
       "4                 3.00             83.4136             88.9000         2.7432\n",
       "5                 3.50             95.3516            101.6000         3.1242\n",
       "6                 4.00            107.2896            114.3000         3.5052\n",
       "7                 5.00            132.6134            141.3002         4.3434\n",
       "8                 6.00            157.9118            168.2750         5.1816\n",
       "9                 8.00            205.6130            219.0750         6.7310\n",
       "10               10.00            256.2352            273.0500         8.4074\n",
       "11               12.00            303.9364            323.8500         9.9568\n",
       "12               14.00            333.7560            355.6000        10.9220\n",
       "13               16.00            381.4064            406.4000        12.4968\n",
       "14               18.00            429.0568            457.2000        14.0716\n",
       "15               20.00            476.7580            508.0000        15.6210\n",
       "16               24.00            572.1096            609.6000        18.7452\n",
       "17               30.00            715.1116            762.0000        23.4442\n",
       "18               36.00            858.1136            914.4000        28.1432"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR41D2241"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>3.0</td>\n",
       "      <td>84.5820</td>\n",
       "      <td>88.9000</td>\n",
       "      <td>2.1590</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>3.5</td>\n",
       "      <td>96.6216</td>\n",
       "      <td>101.6000</td>\n",
       "      <td>2.4892</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>4.0</td>\n",
       "      <td>108.7120</td>\n",
       "      <td>114.3000</td>\n",
       "      <td>2.7940</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>5.0</td>\n",
       "      <td>134.3914</td>\n",
       "      <td>141.3002</td>\n",
       "      <td>3.4544</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>6.0</td>\n",
       "      <td>160.0454</td>\n",
       "      <td>168.2750</td>\n",
       "      <td>4.1148</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>8.0</td>\n",
       "      <td>208.4070</td>\n",
       "      <td>219.0750</td>\n",
       "      <td>5.3340</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>10.0</td>\n",
       "      <td>259.7404</td>\n",
       "      <td>273.0500</td>\n",
       "      <td>6.6548</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>12.0</td>\n",
       "      <td>308.0512</td>\n",
       "      <td>323.8500</td>\n",
       "      <td>7.8994</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>14.0</td>\n",
       "      <td>338.2772</td>\n",
       "      <td>355.6000</td>\n",
       "      <td>8.6614</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>16.0</td>\n",
       "      <td>386.5880</td>\n",
       "      <td>406.4000</td>\n",
       "      <td>9.9060</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>18.0</td>\n",
       "      <td>434.8988</td>\n",
       "      <td>457.2000</td>\n",
       "      <td>11.1506</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>20.0</td>\n",
       "      <td>483.2096</td>\n",
       "      <td>508.0000</td>\n",
       "      <td>12.3952</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>24.0</td>\n",
       "      <td>579.8820</td>\n",
       "      <td>609.6000</td>\n",
       "      <td>14.8590</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>30.0</td>\n",
       "      <td>724.8144</td>\n",
       "      <td>762.0000</td>\n",
       "      <td>18.5928</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>36.0</td>\n",
       "      <td>869.7976</td>\n",
       "      <td>914.4000</td>\n",
       "      <td>22.3012</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                  3.0             84.5820             88.9000         2.1590\n",
       "1                  3.5             96.6216            101.6000         2.4892\n",
       "2                  4.0            108.7120            114.3000         2.7940\n",
       "3                  5.0            134.3914            141.3002         3.4544\n",
       "4                  6.0            160.0454            168.2750         4.1148\n",
       "5                  8.0            208.4070            219.0750         5.3340\n",
       "6                 10.0            259.7404            273.0500         6.6548\n",
       "7                 12.0            308.0512            323.8500         7.8994\n",
       "8                 14.0            338.2772            355.6000         8.6614\n",
       "9                 16.0            386.5880            406.4000         9.9060\n",
       "10                18.0            434.8988            457.2000        11.1506\n",
       "11                20.0            483.2096            508.0000        12.3952\n",
       "12                24.0            579.8820            609.6000        14.8590\n",
       "13                30.0            724.8144            762.0000        18.5928\n",
       "14                36.0            869.7976            914.4000        22.3012"
      ]
     },
     "metadata": {},
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    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR64D2241"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
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       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
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       "      <th>Thickness, mm</th>\n",
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>4</td>\n",
       "      <td>110.7440</td>\n",
       "      <td>114.3000</td>\n",
       "      <td>1.7780</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>5</td>\n",
       "      <td>136.8806</td>\n",
       "      <td>141.3002</td>\n",
       "      <td>2.2098</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>6</td>\n",
       "      <td>162.9918</td>\n",
       "      <td>168.2750</td>\n",
       "      <td>2.6416</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>8</td>\n",
       "      <td>212.2170</td>\n",
       "      <td>219.0750</td>\n",
       "      <td>3.4290</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>10</td>\n",
       "      <td>264.5156</td>\n",
       "      <td>273.0500</td>\n",
       "      <td>4.2672</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>12</td>\n",
       "      <td>313.7408</td>\n",
       "      <td>323.8500</td>\n",
       "      <td>5.0546</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
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       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                   4            110.7440            114.3000         1.7780\n",
       "1                   5            136.8806            141.3002         2.2098\n",
       "2                   6            162.9918            168.2750         2.6416\n",
       "3                   8            212.2170            219.0750         3.4290\n",
       "4                  10            264.5156            273.0500         4.2672\n",
       "5                  12            313.7408            323.8500         5.0546"
      ]
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    {
     "data": {
      "text/markdown": [
       "## Schedule DR21D2241CTS"
      ],
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       "<IPython.core.display.Markdown object>"
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       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1.00</td>\n",
       "      <td>25.5270</td>\n",
       "      <td>28.575</td>\n",
       "      <td>1.5240</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1.25</td>\n",
       "      <td>31.6230</td>\n",
       "      <td>34.925</td>\n",
       "      <td>1.6510</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.50</td>\n",
       "      <td>37.3634</td>\n",
       "      <td>41.275</td>\n",
       "      <td>1.9558</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2.00</td>\n",
       "      <td>48.8442</td>\n",
       "      <td>53.975</td>\n",
       "      <td>2.5654</td>\n",
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      ],
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       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                1.00             25.5270              28.575         1.5240\n",
       "1                1.25             31.6230              34.925         1.6510\n",
       "2                1.50             37.3634              41.275         1.9558\n",
       "3                2.00             48.8442              53.975         2.5654"
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     "metadata": {},
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    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR17D2241CTS"
      ],
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       "<IPython.core.display.Markdown object>"
      ]
     },
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       "      <th>NPS, dimensionless</th>\n",
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       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
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       "  <tbody>\n",
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       "      <th>0</th>\n",
       "      <td>0.75</td>\n",
       "      <td>19.1770</td>\n",
       "      <td>22.225</td>\n",
       "      <td>1.5240</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1.00</td>\n",
       "      <td>25.2222</td>\n",
       "      <td>28.575</td>\n",
       "      <td>1.6764</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.25</td>\n",
       "      <td>30.8102</td>\n",
       "      <td>34.925</td>\n",
       "      <td>2.0574</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.50</td>\n",
       "      <td>36.3982</td>\n",
       "      <td>41.275</td>\n",
       "      <td>2.4384</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2.00</td>\n",
       "      <td>47.6250</td>\n",
       "      <td>53.975</td>\n",
       "      <td>3.1750</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
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       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                0.75             19.1770              22.225         1.5240\n",
       "1                1.00             25.2222              28.575         1.6764\n",
       "2                1.25             30.8102              34.925         2.0574\n",
       "3                1.50             36.3982              41.275         2.4384\n",
       "4                2.00             47.6250              53.975         3.1750"
      ]
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    {
     "data": {
      "text/markdown": [
       "## Schedule DR135D2241CTS"
      ],
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       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
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       "      <th>NPS, dimensionless</th>\n",
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       "      <th>0</th>\n",
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       "      <td>15.875</td>\n",
       "      <td>1.5240</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.75</td>\n",
       "      <td>18.9230</td>\n",
       "      <td>22.225</td>\n",
       "      <td>1.6510</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.00</td>\n",
       "      <td>24.3586</td>\n",
       "      <td>28.575</td>\n",
       "      <td>2.1082</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.25</td>\n",
       "      <td>29.7434</td>\n",
       "      <td>34.925</td>\n",
       "      <td>2.5908</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.50</td>\n",
       "      <td>35.1790</td>\n",
       "      <td>41.275</td>\n",
       "      <td>3.0480</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2.00</td>\n",
       "      <td>45.9994</td>\n",
       "      <td>53.975</td>\n",
       "      <td>3.9878</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
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       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                0.50             12.8270              15.875         1.5240\n",
       "1                0.75             18.9230              22.225         1.6510\n",
       "2                1.00             24.3586              28.575         2.1082\n",
       "3                1.25             29.7434              34.925         2.5908\n",
       "4                1.50             35.1790              41.275         3.0480\n",
       "5                2.00             45.9994              53.975         3.9878"
      ]
     },
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    {
     "data": {
      "text/markdown": [
       "## Schedule DR11D2241CTS"
      ],
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       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
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       "      <th>2</th>\n",
       "      <td>1.00</td>\n",
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       "      <th>3</th>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
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       "      <td>41.275</td>\n",
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       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2.00</td>\n",
       "      <td>44.1706</td>\n",
       "      <td>53.975</td>\n",
       "      <td>4.9022</td>\n",
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       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                0.50             12.8270              15.875         1.5240\n",
       "1                0.75             18.1610              22.225         2.0320\n",
       "2                1.00             23.3934              28.575         2.5908\n",
       "3                1.25             28.5750              34.925         3.1750\n",
       "4                1.50             33.7566              41.275         3.7592\n",
       "5                2.00             44.1706              53.975         4.9022"
      ]
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     "data": {
      "text/markdown": [
       "## Schedule DR21D2241PIP"
      ],
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       "<IPython.core.display.Markdown object>"
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       "\n",
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       "\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>15</td>\n",
       "      <td>351.6376</td>\n",
       "      <td>388.62</td>\n",
       "      <td>18.4912</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                  15            351.6376              388.62        18.4912"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR26D2241PIP"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
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       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
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       "  <tbody>\n",
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       "      <th>0</th>\n",
       "      <td>15</td>\n",
       "      <td>358.7496</td>\n",
       "      <td>388.6200</td>\n",
       "      <td>14.9352</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>18</td>\n",
       "      <td>438.4802</td>\n",
       "      <td>475.0054</td>\n",
       "      <td>18.2626</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>21</td>\n",
       "      <td>516.9154</td>\n",
       "      <td>559.9938</td>\n",
       "      <td>21.5392</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>24</td>\n",
       "      <td>581.5330</td>\n",
       "      <td>629.9962</td>\n",
       "      <td>24.2316</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>27</td>\n",
       "      <td>655.3962</td>\n",
       "      <td>710.0062</td>\n",
       "      <td>27.3050</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                  15            358.7496            388.6200        14.9352\n",
       "1                  18            438.4802            475.0054        18.2626\n",
       "2                  21            516.9154            559.9938        21.5392\n",
       "3                  24            581.5330            629.9962        24.2316\n",
       "4                  27            655.3962            710.0062        27.3050"
      ]
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    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR325D2241PIP"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
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       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
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       "      <th>0</th>\n",
       "      <td>6</td>\n",
       "      <td>146.3548</td>\n",
       "      <td>155.9560</td>\n",
       "      <td>4.8006</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>8</td>\n",
       "      <td>194.5132</td>\n",
       "      <td>207.2640</td>\n",
       "      <td>6.3754</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>10</td>\n",
       "      <td>243.1288</td>\n",
       "      <td>259.0800</td>\n",
       "      <td>7.9756</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>12</td>\n",
       "      <td>291.7444</td>\n",
       "      <td>310.8960</td>\n",
       "      <td>9.5758</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>15</td>\n",
       "      <td>364.6932</td>\n",
       "      <td>388.6200</td>\n",
       "      <td>11.9634</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>18</td>\n",
       "      <td>445.7954</td>\n",
       "      <td>475.0054</td>\n",
       "      <td>14.6050</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>21</td>\n",
       "      <td>525.5514</td>\n",
       "      <td>559.9938</td>\n",
       "      <td>17.2212</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>24</td>\n",
       "      <td>591.2358</td>\n",
       "      <td>629.9962</td>\n",
       "      <td>19.3802</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>27</td>\n",
       "      <td>666.3182</td>\n",
       "      <td>710.0062</td>\n",
       "      <td>21.8440</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                   6            146.3548            155.9560         4.8006\n",
       "1                   8            194.5132            207.2640         6.3754\n",
       "2                  10            243.1288            259.0800         7.9756\n",
       "3                  12            291.7444            310.8960         9.5758\n",
       "4                  15            364.6932            388.6200        11.9634\n",
       "5                  18            445.7954            475.0054        14.6050\n",
       "6                  21            525.5514            559.9938        17.2212\n",
       "7                  24            591.2358            629.9962        19.3802\n",
       "8                  27            666.3182            710.0062        21.8440"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR35D2241PIP"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
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     "data": {
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       "      <th>NPS, dimensionless</th>\n",
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       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
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       "  <tbody>\n",
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       "      <th>0</th>\n",
       "      <td>15</td>\n",
       "      <td>366.4204</td>\n",
       "      <td>388.6200</td>\n",
       "      <td>11.0998</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>18</td>\n",
       "      <td>447.8782</td>\n",
       "      <td>475.0054</td>\n",
       "      <td>13.5636</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>21</td>\n",
       "      <td>527.9898</td>\n",
       "      <td>559.9938</td>\n",
       "      <td>16.0020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>24</td>\n",
       "      <td>593.9790</td>\n",
       "      <td>629.9962</td>\n",
       "      <td>18.0086</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>27</td>\n",
       "      <td>669.4170</td>\n",
       "      <td>710.0062</td>\n",
       "      <td>20.2946</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                  15            366.4204            388.6200        11.0998\n",
       "1                  18            447.8782            475.0054        13.5636\n",
       "2                  21            527.9898            559.9938        16.0020\n",
       "3                  24            593.9790            629.9962        18.0086\n",
       "4                  27            669.4170            710.0062        20.2946"
      ]
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    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR41D2241PIP"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
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       "      <th>NPS, dimensionless</th>\n",
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       "      <th>0</th>\n",
       "      <td>6</td>\n",
       "      <td>148.3360</td>\n",
       "      <td>155.9560</td>\n",
       "      <td>3.8100</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>8</td>\n",
       "      <td>197.1548</td>\n",
       "      <td>207.2640</td>\n",
       "      <td>5.0546</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>10</td>\n",
       "      <td>246.4308</td>\n",
       "      <td>259.0800</td>\n",
       "      <td>6.3246</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>12</td>\n",
       "      <td>295.7068</td>\n",
       "      <td>310.8960</td>\n",
       "      <td>7.5946</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>15</td>\n",
       "      <td>369.6716</td>\n",
       "      <td>388.6200</td>\n",
       "      <td>9.4742</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>18</td>\n",
       "      <td>451.8406</td>\n",
       "      <td>475.0054</td>\n",
       "      <td>11.5824</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>21</td>\n",
       "      <td>532.6634</td>\n",
       "      <td>559.9938</td>\n",
       "      <td>13.6652</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>24</td>\n",
       "      <td>599.2622</td>\n",
       "      <td>629.9962</td>\n",
       "      <td>15.3670</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>27</td>\n",
       "      <td>675.3606</td>\n",
       "      <td>710.0062</td>\n",
       "      <td>17.3228</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                   6            148.3360            155.9560         3.8100\n",
       "1                   8            197.1548            207.2640         5.0546\n",
       "2                  10            246.4308            259.0800         6.3246\n",
       "3                  12            295.7068            310.8960         7.5946\n",
       "4                  15            369.6716            388.6200         9.4742\n",
       "5                  18            451.8406            475.0054        11.5824\n",
       "6                  21            532.6634            559.9938        13.6652\n",
       "7                  24            599.2622            629.9962        15.3670\n",
       "8                  27            675.3606            710.0062        17.3228"
      ]
     },
     "metadata": {},
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    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR51D2241PIP"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
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       "      <th>NPS, dimensionless</th>\n",
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       "      <th>0</th>\n",
       "      <td>6</td>\n",
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       "      <td>3.0480</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>8</td>\n",
       "      <td>199.1360</td>\n",
       "      <td>207.2640</td>\n",
       "      <td>4.0640</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>10</td>\n",
       "      <td>248.9200</td>\n",
       "      <td>259.0800</td>\n",
       "      <td>5.0800</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>12</td>\n",
       "      <td>298.7040</td>\n",
       "      <td>310.8960</td>\n",
       "      <td>6.0960</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>15</td>\n",
       "      <td>373.3800</td>\n",
       "      <td>388.6200</td>\n",
       "      <td>7.6200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>18</td>\n",
       "      <td>456.4126</td>\n",
       "      <td>475.0054</td>\n",
       "      <td>9.2964</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>21</td>\n",
       "      <td>538.0482</td>\n",
       "      <td>559.9938</td>\n",
       "      <td>10.9728</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>24</td>\n",
       "      <td>605.3074</td>\n",
       "      <td>629.9962</td>\n",
       "      <td>12.3444</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>27</td>\n",
       "      <td>682.1678</td>\n",
       "      <td>710.0062</td>\n",
       "      <td>13.9192</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                   6            149.8600            155.9560         3.0480\n",
       "1                   8            199.1360            207.2640         4.0640\n",
       "2                  10            248.9200            259.0800         5.0800\n",
       "3                  12            298.7040            310.8960         6.0960\n",
       "4                  15            373.3800            388.6200         7.6200\n",
       "5                  18            456.4126            475.0054         9.2964\n",
       "6                  21            538.0482            559.9938        10.9728\n",
       "7                  24            605.3074            629.9962        12.3444\n",
       "8                  27            682.1678            710.0062        13.9192"
      ]
     },
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    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR81D2241PIP"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
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       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
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       "      <th>0</th>\n",
       "      <td>6</td>\n",
       "      <td>152.0952</td>\n",
       "      <td>155.956</td>\n",
       "      <td>1.9304</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>8</td>\n",
       "      <td>202.1332</td>\n",
       "      <td>207.264</td>\n",
       "      <td>2.5654</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>10</td>\n",
       "      <td>252.6792</td>\n",
       "      <td>259.080</td>\n",
       "      <td>3.2004</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>12</td>\n",
       "      <td>303.2252</td>\n",
       "      <td>310.896</td>\n",
       "      <td>3.8354</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>15</td>\n",
       "      <td>379.0188</td>\n",
       "      <td>388.620</td>\n",
       "      <td>4.8006</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                   6            152.0952             155.956         1.9304\n",
       "1                   8            202.1332             207.264         2.5654\n",
       "2                  10            252.6792             259.080         3.2004\n",
       "3                  12            303.2252             310.896         3.8354\n",
       "4                  15            379.0188             388.620         4.8006"
      ]
     },
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     "data": {
      "text/markdown": [
       "## Schedule S40F441IPS"
      ],
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       "<IPython.core.display.Markdown object>"
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.250</td>\n",
       "      <td>9.2456</td>\n",
       "      <td>13.7160</td>\n",
       "      <td>2.2352</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.375</td>\n",
       "      <td>12.5222</td>\n",
       "      <td>17.1450</td>\n",
       "      <td>2.3114</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.500</td>\n",
       "      <td>15.7988</td>\n",
       "      <td>21.3360</td>\n",
       "      <td>2.7686</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.750</td>\n",
       "      <td>20.9296</td>\n",
       "      <td>26.6700</td>\n",
       "      <td>2.8702</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.000</td>\n",
       "      <td>26.6446</td>\n",
       "      <td>33.4010</td>\n",
       "      <td>3.3782</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1.250</td>\n",
       "      <td>35.0520</td>\n",
       "      <td>42.1640</td>\n",
       "      <td>3.5560</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1.500</td>\n",
       "      <td>40.8940</td>\n",
       "      <td>48.2600</td>\n",
       "      <td>3.6830</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>2.000</td>\n",
       "      <td>52.5018</td>\n",
       "      <td>60.3250</td>\n",
       "      <td>3.9116</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>2.500</td>\n",
       "      <td>62.7126</td>\n",
       "      <td>73.0250</td>\n",
       "      <td>5.1562</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>3.000</td>\n",
       "      <td>77.9272</td>\n",
       "      <td>88.9000</td>\n",
       "      <td>5.4864</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>3.500</td>\n",
       "      <td>90.1192</td>\n",
       "      <td>101.6000</td>\n",
       "      <td>5.7404</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>4.000</td>\n",
       "      <td>102.2604</td>\n",
       "      <td>114.3000</td>\n",
       "      <td>6.0198</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>5.000</td>\n",
       "      <td>128.1938</td>\n",
       "      <td>141.3002</td>\n",
       "      <td>6.5532</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>6.000</td>\n",
       "      <td>154.0510</td>\n",
       "      <td>168.2750</td>\n",
       "      <td>7.1120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>8.000</td>\n",
       "      <td>202.7174</td>\n",
       "      <td>219.0750</td>\n",
       "      <td>8.1788</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>10.000</td>\n",
       "      <td>254.5080</td>\n",
       "      <td>273.0500</td>\n",
       "      <td>9.2710</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>12.000</td>\n",
       "      <td>303.2252</td>\n",
       "      <td>323.8500</td>\n",
       "      <td>10.3124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>14.000</td>\n",
       "      <td>333.4004</td>\n",
       "      <td>355.6000</td>\n",
       "      <td>11.0998</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>16.000</td>\n",
       "      <td>381.0000</td>\n",
       "      <td>406.4000</td>\n",
       "      <td>12.7000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                0.250              9.2456             13.7160         2.2352\n",
       "1                0.375             12.5222             17.1450         2.3114\n",
       "2                0.500             15.7988             21.3360         2.7686\n",
       "3                0.750             20.9296             26.6700         2.8702\n",
       "4                1.000             26.6446             33.4010         3.3782\n",
       "5                1.250             35.0520             42.1640         3.5560\n",
       "6                1.500             40.8940             48.2600         3.6830\n",
       "7                2.000             52.5018             60.3250         3.9116\n",
       "8                2.500             62.7126             73.0250         5.1562\n",
       "9                3.000             77.9272             88.9000         5.4864\n",
       "10               3.500             90.1192            101.6000         5.7404\n",
       "11               4.000            102.2604            114.3000         6.0198\n",
       "12               5.000            128.1938            141.3002         6.5532\n",
       "13               6.000            154.0510            168.2750         7.1120\n",
       "14               8.000            202.7174            219.0750         8.1788\n",
       "15              10.000            254.5080            273.0500         9.2710\n",
       "16              12.000            303.2252            323.8500        10.3124\n",
       "17              14.000            333.4004            355.6000        11.0998\n",
       "18              16.000            381.0000            406.4000        12.7000"
      ]
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     "data": {
      "text/markdown": [
       "## Schedule S80F441IPS"
      ],
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       "<IPython.core.display.Markdown object>"
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.250</td>\n",
       "      <td>7.6708</td>\n",
       "      <td>13.7160</td>\n",
       "      <td>3.0226</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.375</td>\n",
       "      <td>10.7442</td>\n",
       "      <td>17.1450</td>\n",
       "      <td>3.2004</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>0.500</td>\n",
       "      <td>13.8684</td>\n",
       "      <td>21.3360</td>\n",
       "      <td>3.7338</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>0.750</td>\n",
       "      <td>18.8468</td>\n",
       "      <td>26.6700</td>\n",
       "      <td>3.9116</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.000</td>\n",
       "      <td>24.3078</td>\n",
       "      <td>33.4010</td>\n",
       "      <td>4.5466</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1.250</td>\n",
       "      <td>32.4612</td>\n",
       "      <td>42.1640</td>\n",
       "      <td>4.8514</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1.500</td>\n",
       "      <td>38.1000</td>\n",
       "      <td>48.2600</td>\n",
       "      <td>5.0800</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>2.000</td>\n",
       "      <td>49.2506</td>\n",
       "      <td>60.3250</td>\n",
       "      <td>5.5372</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>2.500</td>\n",
       "      <td>59.0042</td>\n",
       "      <td>73.0250</td>\n",
       "      <td>7.0104</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>3.000</td>\n",
       "      <td>73.6600</td>\n",
       "      <td>88.9000</td>\n",
       "      <td>7.6200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>3.500</td>\n",
       "      <td>85.4456</td>\n",
       "      <td>101.6000</td>\n",
       "      <td>8.0772</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>4.000</td>\n",
       "      <td>97.1804</td>\n",
       "      <td>114.3000</td>\n",
       "      <td>8.5598</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>5.000</td>\n",
       "      <td>122.2502</td>\n",
       "      <td>141.3002</td>\n",
       "      <td>9.5250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>6.000</td>\n",
       "      <td>146.3294</td>\n",
       "      <td>168.2750</td>\n",
       "      <td>10.9728</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>8.000</td>\n",
       "      <td>193.6750</td>\n",
       "      <td>219.0750</td>\n",
       "      <td>12.7000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>10.000</td>\n",
       "      <td>242.9256</td>\n",
       "      <td>273.0500</td>\n",
       "      <td>15.0622</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>12.000</td>\n",
       "      <td>288.9504</td>\n",
       "      <td>323.8500</td>\n",
       "      <td>17.4498</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>14.000</td>\n",
       "      <td>317.5000</td>\n",
       "      <td>355.6000</td>\n",
       "      <td>19.0500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>16.000</td>\n",
       "      <td>363.5756</td>\n",
       "      <td>406.4000</td>\n",
       "      <td>21.4122</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                0.250              7.6708             13.7160         3.0226\n",
       "1                0.375             10.7442             17.1450         3.2004\n",
       "2                0.500             13.8684             21.3360         3.7338\n",
       "3                0.750             18.8468             26.6700         3.9116\n",
       "4                1.000             24.3078             33.4010         4.5466\n",
       "5                1.250             32.4612             42.1640         4.8514\n",
       "6                1.500             38.1000             48.2600         5.0800\n",
       "7                2.000             49.2506             60.3250         5.5372\n",
       "8                2.500             59.0042             73.0250         7.0104\n",
       "9                3.000             73.6600             88.9000         7.6200\n",
       "10               3.500             85.4456            101.6000         8.0772\n",
       "11               4.000             97.1804            114.3000         8.5598\n",
       "12               5.000            122.2502            141.3002         9.5250\n",
       "13               6.000            146.3294            168.2750        10.9728\n",
       "14               8.000            193.6750            219.0750        12.7000\n",
       "15              10.000            242.9256            273.0500        15.0622\n",
       "16              12.000            288.9504            323.8500        17.4498\n",
       "17              14.000            317.5000            355.6000        19.0500\n",
       "18              16.000            363.5756            406.4000        21.4122"
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       "## Schedule S40F441SI"
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       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>8</td>\n",
       "      <td>9.22</td>\n",
       "      <td>13.7</td>\n",
       "      <td>2.24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>10</td>\n",
       "      <td>12.48</td>\n",
       "      <td>17.1</td>\n",
       "      <td>2.31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>15</td>\n",
       "      <td>15.76</td>\n",
       "      <td>21.3</td>\n",
       "      <td>2.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>20</td>\n",
       "      <td>20.96</td>\n",
       "      <td>26.7</td>\n",
       "      <td>2.87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>25</td>\n",
       "      <td>26.64</td>\n",
       "      <td>33.4</td>\n",
       "      <td>3.38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>32</td>\n",
       "      <td>35.08</td>\n",
       "      <td>42.2</td>\n",
       "      <td>3.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>40</td>\n",
       "      <td>40.94</td>\n",
       "      <td>48.3</td>\n",
       "      <td>3.68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>50</td>\n",
       "      <td>52.48</td>\n",
       "      <td>60.3</td>\n",
       "      <td>3.91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>65</td>\n",
       "      <td>62.68</td>\n",
       "      <td>73.0</td>\n",
       "      <td>5.16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>80</td>\n",
       "      <td>77.92</td>\n",
       "      <td>88.9</td>\n",
       "      <td>5.49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>90</td>\n",
       "      <td>90.12</td>\n",
       "      <td>101.6</td>\n",
       "      <td>5.74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>100</td>\n",
       "      <td>102.26</td>\n",
       "      <td>114.3</td>\n",
       "      <td>6.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>125</td>\n",
       "      <td>128.20</td>\n",
       "      <td>141.3</td>\n",
       "      <td>6.55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>150</td>\n",
       "      <td>154.08</td>\n",
       "      <td>168.3</td>\n",
       "      <td>7.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>200</td>\n",
       "      <td>202.74</td>\n",
       "      <td>219.1</td>\n",
       "      <td>8.18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>250</td>\n",
       "      <td>254.56</td>\n",
       "      <td>273.1</td>\n",
       "      <td>9.27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>300</td>\n",
       "      <td>303.28</td>\n",
       "      <td>323.9</td>\n",
       "      <td>10.31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>350</td>\n",
       "      <td>333.40</td>\n",
       "      <td>355.6</td>\n",
       "      <td>11.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>400</td>\n",
       "      <td>381.00</td>\n",
       "      <td>406.4</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                    8                9.22                13.7           2.24\n",
       "1                   10               12.48                17.1           2.31\n",
       "2                   15               15.76                21.3           2.77\n",
       "3                   20               20.96                26.7           2.87\n",
       "4                   25               26.64                33.4           3.38\n",
       "5                   32               35.08                42.2           3.56\n",
       "6                   40               40.94                48.3           3.68\n",
       "7                   50               52.48                60.3           3.91\n",
       "8                   65               62.68                73.0           5.16\n",
       "9                   80               77.92                88.9           5.49\n",
       "10                  90               90.12               101.6           5.74\n",
       "11                 100              102.26               114.3           6.02\n",
       "12                 125              128.20               141.3           6.55\n",
       "13                 150              154.08               168.3           7.11\n",
       "14                 200              202.74               219.1           8.18\n",
       "15                 250              254.56               273.1           9.27\n",
       "16                 300              303.28               323.9          10.31\n",
       "17                 350              333.40               355.6          11.10\n",
       "18                 400              381.00               406.4          12.70"
      ]
     },
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     "data": {
      "text/markdown": [
       "## Schedule S80F441SI"
      ],
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       "<IPython.core.display.Markdown object>"
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>8</td>\n",
       "      <td>7.66</td>\n",
       "      <td>13.7</td>\n",
       "      <td>3.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>10</td>\n",
       "      <td>10.70</td>\n",
       "      <td>17.1</td>\n",
       "      <td>3.20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>15</td>\n",
       "      <td>13.84</td>\n",
       "      <td>21.3</td>\n",
       "      <td>3.73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>20</td>\n",
       "      <td>18.88</td>\n",
       "      <td>26.7</td>\n",
       "      <td>3.91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>25</td>\n",
       "      <td>24.30</td>\n",
       "      <td>33.4</td>\n",
       "      <td>4.55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>32</td>\n",
       "      <td>32.50</td>\n",
       "      <td>42.2</td>\n",
       "      <td>4.85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>40</td>\n",
       "      <td>38.14</td>\n",
       "      <td>48.3</td>\n",
       "      <td>5.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>50</td>\n",
       "      <td>49.22</td>\n",
       "      <td>60.3</td>\n",
       "      <td>5.54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>65</td>\n",
       "      <td>58.98</td>\n",
       "      <td>73.0</td>\n",
       "      <td>7.01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>80</td>\n",
       "      <td>73.66</td>\n",
       "      <td>88.9</td>\n",
       "      <td>7.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>90</td>\n",
       "      <td>85.44</td>\n",
       "      <td>101.6</td>\n",
       "      <td>8.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>100</td>\n",
       "      <td>97.18</td>\n",
       "      <td>114.3</td>\n",
       "      <td>8.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>125</td>\n",
       "      <td>122.26</td>\n",
       "      <td>141.3</td>\n",
       "      <td>9.52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>150</td>\n",
       "      <td>146.36</td>\n",
       "      <td>168.3</td>\n",
       "      <td>10.97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>200</td>\n",
       "      <td>193.70</td>\n",
       "      <td>219.1</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>250</td>\n",
       "      <td>242.98</td>\n",
       "      <td>273.1</td>\n",
       "      <td>15.06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>300</td>\n",
       "      <td>289.00</td>\n",
       "      <td>323.9</td>\n",
       "      <td>17.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>350</td>\n",
       "      <td>317.50</td>\n",
       "      <td>355.6</td>\n",
       "      <td>19.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>400</td>\n",
       "      <td>364.12</td>\n",
       "      <td>406.4</td>\n",
       "      <td>21.14</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                    8                7.66                13.7           3.02\n",
       "1                   10               10.70                17.1           3.20\n",
       "2                   15               13.84                21.3           3.73\n",
       "3                   20               18.88                26.7           3.91\n",
       "4                   25               24.30                33.4           4.55\n",
       "5                   32               32.50                42.2           4.85\n",
       "6                   40               38.14                48.3           5.08\n",
       "7                   50               49.22                60.3           5.54\n",
       "8                   65               58.98                73.0           7.01\n",
       "9                   80               73.66                88.9           7.62\n",
       "10                  90               85.44               101.6           8.08\n",
       "11                 100               97.18               114.3           8.56\n",
       "12                 125              122.26               141.3           9.52\n",
       "13                 150              146.36               168.3          10.97\n",
       "14                 200              193.70               219.1          12.70\n",
       "15                 250              242.98               273.1          15.06\n",
       "16                 300              289.00               323.9          17.45\n",
       "17                 350              317.50               355.6          19.05\n",
       "18                 400              364.12               406.4          21.14"
      ]
     },
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    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR325F2619SI"
      ],
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       "<IPython.core.display.Markdown object>"
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>4</td>\n",
       "      <td>107.28</td>\n",
       "      <td>114.30</td>\n",
       "      <td>3.51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>5</td>\n",
       "      <td>132.60</td>\n",
       "      <td>141.30</td>\n",
       "      <td>4.35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>6</td>\n",
       "      <td>157.92</td>\n",
       "      <td>168.28</td>\n",
       "      <td>5.18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>8</td>\n",
       "      <td>205.62</td>\n",
       "      <td>219.08</td>\n",
       "      <td>6.73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>10</td>\n",
       "      <td>256.23</td>\n",
       "      <td>273.05</td>\n",
       "      <td>8.41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>12</td>\n",
       "      <td>303.93</td>\n",
       "      <td>323.85</td>\n",
       "      <td>9.96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>14</td>\n",
       "      <td>333.70</td>\n",
       "      <td>355.60</td>\n",
       "      <td>10.95</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>16</td>\n",
       "      <td>381.40</td>\n",
       "      <td>406.40</td>\n",
       "      <td>12.50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>18</td>\n",
       "      <td>429.06</td>\n",
       "      <td>457.20</td>\n",
       "      <td>14.07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>20</td>\n",
       "      <td>476.76</td>\n",
       "      <td>508.00</td>\n",
       "      <td>15.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>22</td>\n",
       "      <td>524.40</td>\n",
       "      <td>558.80</td>\n",
       "      <td>17.20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>24</td>\n",
       "      <td>572.10</td>\n",
       "      <td>609.60</td>\n",
       "      <td>18.75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>26</td>\n",
       "      <td>619.76</td>\n",
       "      <td>660.40</td>\n",
       "      <td>20.32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>28</td>\n",
       "      <td>667.42</td>\n",
       "      <td>711.20</td>\n",
       "      <td>21.89</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>30</td>\n",
       "      <td>715.12</td>\n",
       "      <td>762.00</td>\n",
       "      <td>23.44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>32</td>\n",
       "      <td>762.76</td>\n",
       "      <td>812.80</td>\n",
       "      <td>25.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>34</td>\n",
       "      <td>810.46</td>\n",
       "      <td>863.60</td>\n",
       "      <td>26.57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>36</td>\n",
       "      <td>858.12</td>\n",
       "      <td>914.40</td>\n",
       "      <td>28.14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>42</td>\n",
       "      <td>1001.16</td>\n",
       "      <td>1066.80</td>\n",
       "      <td>32.82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>48</td>\n",
       "      <td>1144.16</td>\n",
       "      <td>1219.20</td>\n",
       "      <td>37.52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>54</td>\n",
       "      <td>1287.18</td>\n",
       "      <td>1371.60</td>\n",
       "      <td>42.21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>63</td>\n",
       "      <td>1501.76</td>\n",
       "      <td>1600.20</td>\n",
       "      <td>49.22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>65</td>\n",
       "      <td>1549.40</td>\n",
       "      <td>1651.00</td>\n",
       "      <td>50.80</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                    4              107.28              114.30           3.51\n",
       "1                    5              132.60              141.30           4.35\n",
       "2                    6              157.92              168.28           5.18\n",
       "3                    8              205.62              219.08           6.73\n",
       "4                   10              256.23              273.05           8.41\n",
       "5                   12              303.93              323.85           9.96\n",
       "6                   14              333.70              355.60          10.95\n",
       "7                   16              381.40              406.40          12.50\n",
       "8                   18              429.06              457.20          14.07\n",
       "9                   20              476.76              508.00          15.62\n",
       "10                  22              524.40              558.80          17.20\n",
       "11                  24              572.10              609.60          18.75\n",
       "12                  26              619.76              660.40          20.32\n",
       "13                  28              667.42              711.20          21.89\n",
       "14                  30              715.12              762.00          23.44\n",
       "15                  32              762.76              812.80          25.02\n",
       "16                  34              810.46              863.60          26.57\n",
       "17                  36              858.12              914.40          28.14\n",
       "18                  42             1001.16             1066.80          32.82\n",
       "19                  48             1144.16             1219.20          37.52\n",
       "20                  54             1287.18             1371.60          42.21\n",
       "21                  63             1501.76             1600.20          49.22\n",
       "22                  65             1549.40             1651.00          50.80"
      ]
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     "data": {
      "text/markdown": [
       "## Schedule DR26F2619SI"
      ],
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       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>4</td>\n",
       "      <td>105.52</td>\n",
       "      <td>114.30</td>\n",
       "      <td>4.39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>5</td>\n",
       "      <td>130.44</td>\n",
       "      <td>141.30</td>\n",
       "      <td>5.43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>6</td>\n",
       "      <td>155.32</td>\n",
       "      <td>168.28</td>\n",
       "      <td>6.48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>8</td>\n",
       "      <td>202.22</td>\n",
       "      <td>219.08</td>\n",
       "      <td>8.43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>10</td>\n",
       "      <td>252.07</td>\n",
       "      <td>273.05</td>\n",
       "      <td>10.49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>12</td>\n",
       "      <td>298.95</td>\n",
       "      <td>323.85</td>\n",
       "      <td>12.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>14</td>\n",
       "      <td>328.26</td>\n",
       "      <td>355.60</td>\n",
       "      <td>13.67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>16</td>\n",
       "      <td>375.16</td>\n",
       "      <td>406.40</td>\n",
       "      <td>15.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>18</td>\n",
       "      <td>422.04</td>\n",
       "      <td>457.20</td>\n",
       "      <td>17.58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>20</td>\n",
       "      <td>467.56</td>\n",
       "      <td>508.00</td>\n",
       "      <td>20.22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>22</td>\n",
       "      <td>515.82</td>\n",
       "      <td>558.80</td>\n",
       "      <td>21.49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>24</td>\n",
       "      <td>562.72</td>\n",
       "      <td>609.60</td>\n",
       "      <td>23.44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>26</td>\n",
       "      <td>609.60</td>\n",
       "      <td>660.40</td>\n",
       "      <td>25.40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>28</td>\n",
       "      <td>656.48</td>\n",
       "      <td>711.20</td>\n",
       "      <td>27.36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>30</td>\n",
       "      <td>703.38</td>\n",
       "      <td>762.00</td>\n",
       "      <td>29.31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>32</td>\n",
       "      <td>750.26</td>\n",
       "      <td>812.80</td>\n",
       "      <td>31.27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>34</td>\n",
       "      <td>797.16</td>\n",
       "      <td>863.60</td>\n",
       "      <td>33.22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>36</td>\n",
       "      <td>844.04</td>\n",
       "      <td>914.40</td>\n",
       "      <td>35.18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>42</td>\n",
       "      <td>984.76</td>\n",
       "      <td>1066.80</td>\n",
       "      <td>41.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>48</td>\n",
       "      <td>1125.42</td>\n",
       "      <td>1219.20</td>\n",
       "      <td>46.89</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>54</td>\n",
       "      <td>1266.08</td>\n",
       "      <td>1371.60</td>\n",
       "      <td>52.76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>63</td>\n",
       "      <td>1477.10</td>\n",
       "      <td>1600.20</td>\n",
       "      <td>61.55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>65</td>\n",
       "      <td>1524.00</td>\n",
       "      <td>1651.00</td>\n",
       "      <td>63.50</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                    4              105.52              114.30           4.39\n",
       "1                    5              130.44              141.30           5.43\n",
       "2                    6              155.32              168.28           6.48\n",
       "3                    8              202.22              219.08           8.43\n",
       "4                   10              252.07              273.05          10.49\n",
       "5                   12              298.95              323.85          12.45\n",
       "6                   14              328.26              355.60          13.67\n",
       "7                   16              375.16              406.40          15.62\n",
       "8                   18              422.04              457.20          17.58\n",
       "9                   20              467.56              508.00          20.22\n",
       "10                  22              515.82              558.80          21.49\n",
       "11                  24              562.72              609.60          23.44\n",
       "12                  26              609.60              660.40          25.40\n",
       "13                  28              656.48              711.20          27.36\n",
       "14                  30              703.38              762.00          29.31\n",
       "15                  32              750.26              812.80          31.27\n",
       "16                  34              797.16              863.60          33.22\n",
       "17                  36              844.04              914.40          35.18\n",
       "18                  42              984.76             1066.80          41.02\n",
       "19                  48             1125.42             1219.20          46.89\n",
       "20                  54             1266.08             1371.60          52.76\n",
       "21                  63             1477.10             1600.20          61.55\n",
       "22                  65             1524.00             1651.00          63.50"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR21F2619SI"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
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     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2.5</td>\n",
       "      <td>66.07</td>\n",
       "      <td>73.03</td>\n",
       "      <td>3.48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>3.0</td>\n",
       "      <td>80.42</td>\n",
       "      <td>88.90</td>\n",
       "      <td>4.24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>4.0</td>\n",
       "      <td>103.42</td>\n",
       "      <td>114.30</td>\n",
       "      <td>5.44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>5.0</td>\n",
       "      <td>127.84</td>\n",
       "      <td>141.30</td>\n",
       "      <td>6.73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>6.0</td>\n",
       "      <td>152.28</td>\n",
       "      <td>168.28</td>\n",
       "      <td>8.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>8.0</td>\n",
       "      <td>198.20</td>\n",
       "      <td>219.08</td>\n",
       "      <td>10.44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>10.0</td>\n",
       "      <td>247.05</td>\n",
       "      <td>273.05</td>\n",
       "      <td>13.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>12.0</td>\n",
       "      <td>293.01</td>\n",
       "      <td>323.85</td>\n",
       "      <td>15.42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>14.0</td>\n",
       "      <td>321.72</td>\n",
       "      <td>355.60</td>\n",
       "      <td>16.94</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>16.0</td>\n",
       "      <td>367.70</td>\n",
       "      <td>406.40</td>\n",
       "      <td>19.35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>18.0</td>\n",
       "      <td>413.66</td>\n",
       "      <td>457.20</td>\n",
       "      <td>21.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>20.0</td>\n",
       "      <td>459.64</td>\n",
       "      <td>508.00</td>\n",
       "      <td>24.18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>22.0</td>\n",
       "      <td>505.56</td>\n",
       "      <td>558.80</td>\n",
       "      <td>26.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>24.0</td>\n",
       "      <td>551.54</td>\n",
       "      <td>609.60</td>\n",
       "      <td>29.03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>26.0</td>\n",
       "      <td>597.50</td>\n",
       "      <td>660.40</td>\n",
       "      <td>31.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>28.0</td>\n",
       "      <td>643.48</td>\n",
       "      <td>711.20</td>\n",
       "      <td>33.86</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>30.0</td>\n",
       "      <td>689.40</td>\n",
       "      <td>762.00</td>\n",
       "      <td>36.30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>32.0</td>\n",
       "      <td>735.38</td>\n",
       "      <td>812.80</td>\n",
       "      <td>38.71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>34.0</td>\n",
       "      <td>781.36</td>\n",
       "      <td>863.60</td>\n",
       "      <td>41.12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>36.0</td>\n",
       "      <td>827.32</td>\n",
       "      <td>914.40</td>\n",
       "      <td>43.54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>42.0</td>\n",
       "      <td>965.20</td>\n",
       "      <td>1066.80</td>\n",
       "      <td>50.80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>48.0</td>\n",
       "      <td>1103.08</td>\n",
       "      <td>1219.20</td>\n",
       "      <td>58.06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>54.0</td>\n",
       "      <td>1241.00</td>\n",
       "      <td>1371.60</td>\n",
       "      <td>65.30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>63.0</td>\n",
       "      <td>1447.80</td>\n",
       "      <td>1600.20</td>\n",
       "      <td>76.20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>65.0</td>\n",
       "      <td>1493.78</td>\n",
       "      <td>1651.00</td>\n",
       "      <td>78.61</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                  2.5               66.07               73.03           3.48\n",
       "1                  3.0               80.42               88.90           4.24\n",
       "2                  4.0              103.42              114.30           5.44\n",
       "3                  5.0              127.84              141.30           6.73\n",
       "4                  6.0              152.28              168.28           8.00\n",
       "5                  8.0              198.20              219.08          10.44\n",
       "6                 10.0              247.05              273.05          13.00\n",
       "7                 12.0              293.01              323.85          15.42\n",
       "8                 14.0              321.72              355.60          16.94\n",
       "9                 16.0              367.70              406.40          19.35\n",
       "10                18.0              413.66              457.20          21.77\n",
       "11                20.0              459.64              508.00          24.18\n",
       "12                22.0              505.56              558.80          26.62\n",
       "13                24.0              551.54              609.60          29.03\n",
       "14                26.0              597.50              660.40          31.45\n",
       "15                28.0              643.48              711.20          33.86\n",
       "16                30.0              689.40              762.00          36.30\n",
       "17                32.0              735.38              812.80          38.71\n",
       "18                34.0              781.36              863.60          41.12\n",
       "19                36.0              827.32              914.40          43.54\n",
       "20                42.0              965.20             1066.80          50.80\n",
       "21                48.0             1103.08             1219.20          58.06\n",
       "22                54.0             1241.00             1371.60          65.30\n",
       "23                63.0             1447.80             1600.20          76.20\n",
       "24                65.0             1493.78             1651.00          78.61"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR17F2619SI"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2.0</td>\n",
       "      <td>53.21</td>\n",
       "      <td>60.33</td>\n",
       "      <td>3.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2.5</td>\n",
       "      <td>64.45</td>\n",
       "      <td>73.03</td>\n",
       "      <td>4.29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3.0</td>\n",
       "      <td>78.44</td>\n",
       "      <td>88.90</td>\n",
       "      <td>5.23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4.0</td>\n",
       "      <td>100.84</td>\n",
       "      <td>114.30</td>\n",
       "      <td>6.73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5.0</td>\n",
       "      <td>124.68</td>\n",
       "      <td>141.30</td>\n",
       "      <td>8.31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>6.0</td>\n",
       "      <td>148.46</td>\n",
       "      <td>168.28</td>\n",
       "      <td>9.91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>8.0</td>\n",
       "      <td>193.32</td>\n",
       "      <td>219.08</td>\n",
       "      <td>12.88</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>10.0</td>\n",
       "      <td>240.95</td>\n",
       "      <td>273.05</td>\n",
       "      <td>16.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>12.0</td>\n",
       "      <td>285.75</td>\n",
       "      <td>323.85</td>\n",
       "      <td>19.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>14.0</td>\n",
       "      <td>313.74</td>\n",
       "      <td>355.60</td>\n",
       "      <td>20.93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>16.0</td>\n",
       "      <td>358.60</td>\n",
       "      <td>406.40</td>\n",
       "      <td>23.90</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>18.0</td>\n",
       "      <td>403.40</td>\n",
       "      <td>457.20</td>\n",
       "      <td>26.90</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>20.0</td>\n",
       "      <td>448.26</td>\n",
       "      <td>508.00</td>\n",
       "      <td>29.87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>22.0</td>\n",
       "      <td>493.06</td>\n",
       "      <td>558.80</td>\n",
       "      <td>32.87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>24.0</td>\n",
       "      <td>537.88</td>\n",
       "      <td>609.60</td>\n",
       "      <td>35.86</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>26.0</td>\n",
       "      <td>582.72</td>\n",
       "      <td>660.40</td>\n",
       "      <td>38.84</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>28.0</td>\n",
       "      <td>627.54</td>\n",
       "      <td>711.20</td>\n",
       "      <td>41.83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>30.0</td>\n",
       "      <td>672.34</td>\n",
       "      <td>762.00</td>\n",
       "      <td>44.83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>32.0</td>\n",
       "      <td>717.20</td>\n",
       "      <td>812.80</td>\n",
       "      <td>47.80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>34.0</td>\n",
       "      <td>762.00</td>\n",
       "      <td>863.60</td>\n",
       "      <td>50.80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>36.0</td>\n",
       "      <td>806.80</td>\n",
       "      <td>914.40</td>\n",
       "      <td>53.80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>42.0</td>\n",
       "      <td>941.28</td>\n",
       "      <td>1066.80</td>\n",
       "      <td>62.76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>48.0</td>\n",
       "      <td>1075.74</td>\n",
       "      <td>1219.20</td>\n",
       "      <td>71.73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>54.0</td>\n",
       "      <td>1210.26</td>\n",
       "      <td>1371.60</td>\n",
       "      <td>80.67</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                  2.0               53.21               60.33           3.56\n",
       "1                  2.5               64.45               73.03           4.29\n",
       "2                  3.0               78.44               88.90           5.23\n",
       "3                  4.0              100.84              114.30           6.73\n",
       "4                  5.0              124.68              141.30           8.31\n",
       "5                  6.0              148.46              168.28           9.91\n",
       "6                  8.0              193.32              219.08          12.88\n",
       "7                 10.0              240.95              273.05          16.05\n",
       "8                 12.0              285.75              323.85          19.05\n",
       "9                 14.0              313.74              355.60          20.93\n",
       "10                16.0              358.60              406.40          23.90\n",
       "11                18.0              403.40              457.20          26.90\n",
       "12                20.0              448.26              508.00          29.87\n",
       "13                22.0              493.06              558.80          32.87\n",
       "14                24.0              537.88              609.60          35.86\n",
       "15                26.0              582.72              660.40          38.84\n",
       "16                28.0              627.54              711.20          41.83\n",
       "17                30.0              672.34              762.00          44.83\n",
       "18                32.0              717.20              812.80          47.80\n",
       "19                34.0              762.00              863.60          50.80\n",
       "20                36.0              806.80              914.40          53.80\n",
       "21                42.0              941.28             1066.80          62.76\n",
       "22                48.0             1075.74             1219.20          71.73\n",
       "23                54.0             1210.26             1371.60          80.67"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR135F2619SI"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.50</td>\n",
       "      <td>18.18</td>\n",
       "      <td>21.34</td>\n",
       "      <td>1.58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.75</td>\n",
       "      <td>22.71</td>\n",
       "      <td>26.67</td>\n",
       "      <td>1.98</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.00</td>\n",
       "      <td>28.48</td>\n",
       "      <td>33.40</td>\n",
       "      <td>2.46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.25</td>\n",
       "      <td>35.92</td>\n",
       "      <td>42.16</td>\n",
       "      <td>3.12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.50</td>\n",
       "      <td>41.10</td>\n",
       "      <td>48.26</td>\n",
       "      <td>3.58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2.00</td>\n",
       "      <td>51.39</td>\n",
       "      <td>60.33</td>\n",
       "      <td>4.47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>2.50</td>\n",
       "      <td>62.21</td>\n",
       "      <td>73.03</td>\n",
       "      <td>5.41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>3.00</td>\n",
       "      <td>75.74</td>\n",
       "      <td>88.90</td>\n",
       "      <td>6.58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>4.00</td>\n",
       "      <td>97.38</td>\n",
       "      <td>114.30</td>\n",
       "      <td>8.46</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>5.00</td>\n",
       "      <td>120.36</td>\n",
       "      <td>141.30</td>\n",
       "      <td>10.47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>6.00</td>\n",
       "      <td>143.34</td>\n",
       "      <td>168.28</td>\n",
       "      <td>12.47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>8.00</td>\n",
       "      <td>186.62</td>\n",
       "      <td>219.08</td>\n",
       "      <td>16.23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>10.00</td>\n",
       "      <td>232.61</td>\n",
       "      <td>273.05</td>\n",
       "      <td>20.22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>12.00</td>\n",
       "      <td>275.89</td>\n",
       "      <td>323.85</td>\n",
       "      <td>23.98</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14.00</td>\n",
       "      <td>302.92</td>\n",
       "      <td>355.60</td>\n",
       "      <td>26.34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>16.00</td>\n",
       "      <td>346.20</td>\n",
       "      <td>406.40</td>\n",
       "      <td>30.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>18.00</td>\n",
       "      <td>389.48</td>\n",
       "      <td>457.20</td>\n",
       "      <td>33.86</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>20.00</td>\n",
       "      <td>432.76</td>\n",
       "      <td>508.00</td>\n",
       "      <td>37.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>22.00</td>\n",
       "      <td>476.00</td>\n",
       "      <td>558.80</td>\n",
       "      <td>41.40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>24.00</td>\n",
       "      <td>519.28</td>\n",
       "      <td>609.60</td>\n",
       "      <td>45.16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>26.00</td>\n",
       "      <td>562.56</td>\n",
       "      <td>660.40</td>\n",
       "      <td>48.92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>28.00</td>\n",
       "      <td>605.84</td>\n",
       "      <td>711.20</td>\n",
       "      <td>52.68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>30.00</td>\n",
       "      <td>649.12</td>\n",
       "      <td>762.00</td>\n",
       "      <td>56.44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>32.00</td>\n",
       "      <td>692.40</td>\n",
       "      <td>812.80</td>\n",
       "      <td>60.20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>34.00</td>\n",
       "      <td>735.64</td>\n",
       "      <td>863.60</td>\n",
       "      <td>63.98</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>36.00</td>\n",
       "      <td>778.92</td>\n",
       "      <td>914.40</td>\n",
       "      <td>67.74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>42.00</td>\n",
       "      <td>908.76</td>\n",
       "      <td>1066.80</td>\n",
       "      <td>79.02</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                 0.50               18.18               21.34           1.58\n",
       "1                 0.75               22.71               26.67           1.98\n",
       "2                 1.00               28.48               33.40           2.46\n",
       "3                 1.25               35.92               42.16           3.12\n",
       "4                 1.50               41.10               48.26           3.58\n",
       "5                 2.00               51.39               60.33           4.47\n",
       "6                 2.50               62.21               73.03           5.41\n",
       "7                 3.00               75.74               88.90           6.58\n",
       "8                 4.00               97.38              114.30           8.46\n",
       "9                 5.00              120.36              141.30          10.47\n",
       "10                6.00              143.34              168.28          12.47\n",
       "11                8.00              186.62              219.08          16.23\n",
       "12               10.00              232.61              273.05          20.22\n",
       "13               12.00              275.89              323.85          23.98\n",
       "14               14.00              302.92              355.60          26.34\n",
       "15               16.00              346.20              406.40          30.10\n",
       "16               18.00              389.48              457.20          33.86\n",
       "17               20.00              432.76              508.00          37.62\n",
       "18               22.00              476.00              558.80          41.40\n",
       "19               24.00              519.28              609.60          45.16\n",
       "20               26.00              562.56              660.40          48.92\n",
       "21               28.00              605.84              711.20          52.68\n",
       "22               30.00              649.12              762.00          56.44\n",
       "23               32.00              692.40              812.80          60.20\n",
       "24               34.00              735.64              863.60          63.98\n",
       "25               36.00              778.92              914.40          67.74\n",
       "26               42.00              908.76             1066.80          79.02"
      ]
     },
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    {
     "data": {
      "text/markdown": [
       "## Schedule DR11F2619SI"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.50</td>\n",
       "      <td>17.48</td>\n",
       "      <td>21.34</td>\n",
       "      <td>1.93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.75</td>\n",
       "      <td>21.85</td>\n",
       "      <td>26.67</td>\n",
       "      <td>2.41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.00</td>\n",
       "      <td>27.30</td>\n",
       "      <td>33.40</td>\n",
       "      <td>3.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.25</td>\n",
       "      <td>34.48</td>\n",
       "      <td>42.16</td>\n",
       "      <td>3.84</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.50</td>\n",
       "      <td>39.48</td>\n",
       "      <td>48.26</td>\n",
       "      <td>4.39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2.00</td>\n",
       "      <td>49.35</td>\n",
       "      <td>60.33</td>\n",
       "      <td>5.49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>2.50</td>\n",
       "      <td>59.77</td>\n",
       "      <td>73.03</td>\n",
       "      <td>6.63</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>3.00</td>\n",
       "      <td>72.74</td>\n",
       "      <td>88.90</td>\n",
       "      <td>8.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>4.00</td>\n",
       "      <td>93.52</td>\n",
       "      <td>114.30</td>\n",
       "      <td>10.39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>5.00</td>\n",
       "      <td>115.60</td>\n",
       "      <td>141.30</td>\n",
       "      <td>12.85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>6.00</td>\n",
       "      <td>137.70</td>\n",
       "      <td>168.28</td>\n",
       "      <td>15.29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>8.00</td>\n",
       "      <td>179.26</td>\n",
       "      <td>219.08</td>\n",
       "      <td>19.91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>10.00</td>\n",
       "      <td>223.41</td>\n",
       "      <td>273.05</td>\n",
       "      <td>24.82</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>12.00</td>\n",
       "      <td>264.97</td>\n",
       "      <td>323.85</td>\n",
       "      <td>29.44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14.00</td>\n",
       "      <td>290.94</td>\n",
       "      <td>355.60</td>\n",
       "      <td>32.33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>16.00</td>\n",
       "      <td>332.48</td>\n",
       "      <td>406.40</td>\n",
       "      <td>36.96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>18.00</td>\n",
       "      <td>374.10</td>\n",
       "      <td>457.20</td>\n",
       "      <td>41.55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>20.00</td>\n",
       "      <td>415.64</td>\n",
       "      <td>508.00</td>\n",
       "      <td>46.18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>22.00</td>\n",
       "      <td>457.20</td>\n",
       "      <td>558.80</td>\n",
       "      <td>50.80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>24.00</td>\n",
       "      <td>498.76</td>\n",
       "      <td>609.60</td>\n",
       "      <td>55.42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>26.00</td>\n",
       "      <td>540.30</td>\n",
       "      <td>660.40</td>\n",
       "      <td>60.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>28.00</td>\n",
       "      <td>586.74</td>\n",
       "      <td>711.20</td>\n",
       "      <td>62.23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>30.00</td>\n",
       "      <td>623.46</td>\n",
       "      <td>762.00</td>\n",
       "      <td>69.27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>32.00</td>\n",
       "      <td>665.02</td>\n",
       "      <td>812.80</td>\n",
       "      <td>73.89</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>34.00</td>\n",
       "      <td>706.58</td>\n",
       "      <td>863.60</td>\n",
       "      <td>78.51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>36.00</td>\n",
       "      <td>748.14</td>\n",
       "      <td>914.40</td>\n",
       "      <td>83.13</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                 0.50               17.48               21.34           1.93\n",
       "1                 0.75               21.85               26.67           2.41\n",
       "2                 1.00               27.30               33.40           3.05\n",
       "3                 1.25               34.48               42.16           3.84\n",
       "4                 1.50               39.48               48.26           4.39\n",
       "5                 2.00               49.35               60.33           5.49\n",
       "6                 2.50               59.77               73.03           6.63\n",
       "7                 3.00               72.74               88.90           8.08\n",
       "8                 4.00               93.52              114.30          10.39\n",
       "9                 5.00              115.60              141.30          12.85\n",
       "10                6.00              137.70              168.28          15.29\n",
       "11                8.00              179.26              219.08          19.91\n",
       "12               10.00              223.41              273.05          24.82\n",
       "13               12.00              264.97              323.85          29.44\n",
       "14               14.00              290.94              355.60          32.33\n",
       "15               16.00              332.48              406.40          36.96\n",
       "16               18.00              374.10              457.20          41.55\n",
       "17               20.00              415.64              508.00          46.18\n",
       "18               22.00              457.20              558.80          50.80\n",
       "19               24.00              498.76              609.60          55.42\n",
       "20               26.00              540.30              660.40          60.05\n",
       "21               28.00              586.74              711.20          62.23\n",
       "22               30.00              623.46              762.00          69.27\n",
       "23               32.00              665.02              812.80          73.89\n",
       "24               34.00              706.58              863.60          78.51\n",
       "25               36.00              748.14              914.40          83.13"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR9F2619SI"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
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     "output_type": "display_data"
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.50</td>\n",
       "      <td>16.62</td>\n",
       "      <td>21.34</td>\n",
       "      <td>2.36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.75</td>\n",
       "      <td>20.73</td>\n",
       "      <td>26.67</td>\n",
       "      <td>2.97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.00</td>\n",
       "      <td>25.98</td>\n",
       "      <td>33.40</td>\n",
       "      <td>3.71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.25</td>\n",
       "      <td>32.82</td>\n",
       "      <td>42.16</td>\n",
       "      <td>4.67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.50</td>\n",
       "      <td>37.54</td>\n",
       "      <td>48.26</td>\n",
       "      <td>5.36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2.00</td>\n",
       "      <td>46.91</td>\n",
       "      <td>60.33</td>\n",
       "      <td>6.71</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>2.50</td>\n",
       "      <td>56.83</td>\n",
       "      <td>73.03</td>\n",
       "      <td>8.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>3.00</td>\n",
       "      <td>69.14</td>\n",
       "      <td>88.90</td>\n",
       "      <td>9.88</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>4.00</td>\n",
       "      <td>88.90</td>\n",
       "      <td>114.30</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>5.00</td>\n",
       "      <td>109.90</td>\n",
       "      <td>141.30</td>\n",
       "      <td>15.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>6.00</td>\n",
       "      <td>130.90</td>\n",
       "      <td>168.28</td>\n",
       "      <td>18.69</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>8.00</td>\n",
       "      <td>170.42</td>\n",
       "      <td>219.08</td>\n",
       "      <td>24.33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>10.00</td>\n",
       "      <td>212.39</td>\n",
       "      <td>273.05</td>\n",
       "      <td>30.33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>12.00</td>\n",
       "      <td>251.87</td>\n",
       "      <td>323.85</td>\n",
       "      <td>35.99</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14.00</td>\n",
       "      <td>276.56</td>\n",
       "      <td>355.60</td>\n",
       "      <td>39.52</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>16.00</td>\n",
       "      <td>316.08</td>\n",
       "      <td>406.40</td>\n",
       "      <td>45.16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>18.00</td>\n",
       "      <td>355.60</td>\n",
       "      <td>457.20</td>\n",
       "      <td>50.80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>20.00</td>\n",
       "      <td>395.12</td>\n",
       "      <td>508.00</td>\n",
       "      <td>56.44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>22.00</td>\n",
       "      <td>434.64</td>\n",
       "      <td>558.80</td>\n",
       "      <td>62.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>24.00</td>\n",
       "      <td>474.12</td>\n",
       "      <td>609.60</td>\n",
       "      <td>67.74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>26.00</td>\n",
       "      <td>513.64</td>\n",
       "      <td>660.40</td>\n",
       "      <td>73.38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>28.00</td>\n",
       "      <td>553.16</td>\n",
       "      <td>711.20</td>\n",
       "      <td>79.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>30.00</td>\n",
       "      <td>592.68</td>\n",
       "      <td>762.00</td>\n",
       "      <td>84.66</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                 0.50               16.62               21.34           2.36\n",
       "1                 0.75               20.73               26.67           2.97\n",
       "2                 1.00               25.98               33.40           3.71\n",
       "3                 1.25               32.82               42.16           4.67\n",
       "4                 1.50               37.54               48.26           5.36\n",
       "5                 2.00               46.91               60.33           6.71\n",
       "6                 2.50               56.83               73.03           8.10\n",
       "7                 3.00               69.14               88.90           9.88\n",
       "8                 4.00               88.90              114.30          12.70\n",
       "9                 5.00              109.90              141.30          15.70\n",
       "10                6.00              130.90              168.28          18.69\n",
       "11                8.00              170.42              219.08          24.33\n",
       "12               10.00              212.39              273.05          30.33\n",
       "13               12.00              251.87              323.85          35.99\n",
       "14               14.00              276.56              355.60          39.52\n",
       "15               16.00              316.08              406.40          45.16\n",
       "16               18.00              355.60              457.20          50.80\n",
       "17               20.00              395.12              508.00          56.44\n",
       "18               22.00              434.64              558.80          62.08\n",
       "19               24.00              474.12              609.60          67.74\n",
       "20               26.00              513.64              660.40          73.38\n",
       "21               28.00              553.16              711.20          79.02\n",
       "22               30.00              592.68              762.00          84.66"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR73F2619SI"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
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       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.50</td>\n",
       "      <td>15.50</td>\n",
       "      <td>21.34</td>\n",
       "      <td>2.92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.75</td>\n",
       "      <td>19.35</td>\n",
       "      <td>26.67</td>\n",
       "      <td>3.66</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.00</td>\n",
       "      <td>24.26</td>\n",
       "      <td>33.40</td>\n",
       "      <td>4.57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.25</td>\n",
       "      <td>30.62</td>\n",
       "      <td>42.16</td>\n",
       "      <td>5.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.50</td>\n",
       "      <td>35.06</td>\n",
       "      <td>48.26</td>\n",
       "      <td>6.60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2.00</td>\n",
       "      <td>43.81</td>\n",
       "      <td>60.33</td>\n",
       "      <td>8.26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>2.50</td>\n",
       "      <td>53.03</td>\n",
       "      <td>73.03</td>\n",
       "      <td>10.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>3.00</td>\n",
       "      <td>64.56</td>\n",
       "      <td>88.90</td>\n",
       "      <td>12.17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>4.00</td>\n",
       "      <td>83.00</td>\n",
       "      <td>114.30</td>\n",
       "      <td>15.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>5.00</td>\n",
       "      <td>102.58</td>\n",
       "      <td>141.30</td>\n",
       "      <td>19.36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>6.00</td>\n",
       "      <td>122.16</td>\n",
       "      <td>168.28</td>\n",
       "      <td>23.06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>8.00</td>\n",
       "      <td>159.04</td>\n",
       "      <td>219.08</td>\n",
       "      <td>30.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>10.00</td>\n",
       "      <td>198.23</td>\n",
       "      <td>273.05</td>\n",
       "      <td>37.41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>12.00</td>\n",
       "      <td>235.11</td>\n",
       "      <td>323.85</td>\n",
       "      <td>44.37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14.00</td>\n",
       "      <td>258.16</td>\n",
       "      <td>355.60</td>\n",
       "      <td>48.72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>16.00</td>\n",
       "      <td>295.04</td>\n",
       "      <td>406.40</td>\n",
       "      <td>55.68</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>18.00</td>\n",
       "      <td>331.92</td>\n",
       "      <td>457.20</td>\n",
       "      <td>62.64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>20.00</td>\n",
       "      <td>368.80</td>\n",
       "      <td>508.00</td>\n",
       "      <td>69.60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>22.00</td>\n",
       "      <td>405.68</td>\n",
       "      <td>558.80</td>\n",
       "      <td>76.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>24.00</td>\n",
       "      <td>442.56</td>\n",
       "      <td>609.60</td>\n",
       "      <td>83.52</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                 0.50               15.50               21.34           2.92\n",
       "1                 0.75               19.35               26.67           3.66\n",
       "2                 1.00               24.26               33.40           4.57\n",
       "3                 1.25               30.62               42.16           5.77\n",
       "4                 1.50               35.06               48.26           6.60\n",
       "5                 2.00               43.81               60.33           8.26\n",
       "6                 2.50               53.03               73.03          10.00\n",
       "7                 3.00               64.56               88.90          12.17\n",
       "8                 4.00               83.00              114.30          15.65\n",
       "9                 5.00              102.58              141.30          19.36\n",
       "10                6.00              122.16              168.28          23.06\n",
       "11                8.00              159.04              219.08          30.02\n",
       "12               10.00              198.23              273.05          37.41\n",
       "13               12.00              235.11              323.85          44.37\n",
       "14               14.00              258.16              355.60          48.72\n",
       "15               16.00              295.04              406.40          55.68\n",
       "16               18.00              331.92              457.20          62.64\n",
       "17               20.00              368.80              508.00          69.60\n",
       "18               22.00              405.68              558.80          76.56\n",
       "19               24.00              442.56              609.60          83.52"
      ]
     },
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    {
     "data": {
      "text/markdown": [
       "## Schedule DR7F2619SI"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.50</td>\n",
       "      <td>15.24</td>\n",
       "      <td>21.34</td>\n",
       "      <td>3.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.75</td>\n",
       "      <td>19.05</td>\n",
       "      <td>26.67</td>\n",
       "      <td>3.81</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.00</td>\n",
       "      <td>23.84</td>\n",
       "      <td>33.40</td>\n",
       "      <td>4.78</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.25</td>\n",
       "      <td>30.12</td>\n",
       "      <td>42.16</td>\n",
       "      <td>6.02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.50</td>\n",
       "      <td>34.50</td>\n",
       "      <td>48.26</td>\n",
       "      <td>6.88</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2.00</td>\n",
       "      <td>43.11</td>\n",
       "      <td>60.33</td>\n",
       "      <td>8.61</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>2.50</td>\n",
       "      <td>52.17</td>\n",
       "      <td>73.03</td>\n",
       "      <td>10.43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>3.00</td>\n",
       "      <td>63.50</td>\n",
       "      <td>88.90</td>\n",
       "      <td>12.70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>4.00</td>\n",
       "      <td>81.64</td>\n",
       "      <td>114.30</td>\n",
       "      <td>16.33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>5.00</td>\n",
       "      <td>100.92</td>\n",
       "      <td>141.30</td>\n",
       "      <td>20.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>6.00</td>\n",
       "      <td>120.22</td>\n",
       "      <td>168.28</td>\n",
       "      <td>24.03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>8.00</td>\n",
       "      <td>156.50</td>\n",
       "      <td>219.08</td>\n",
       "      <td>31.29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>10.00</td>\n",
       "      <td>195.03</td>\n",
       "      <td>273.05</td>\n",
       "      <td>39.01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>12.00</td>\n",
       "      <td>231.35</td>\n",
       "      <td>323.85</td>\n",
       "      <td>46.25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14.00</td>\n",
       "      <td>254.00</td>\n",
       "      <td>355.60</td>\n",
       "      <td>50.80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>16.00</td>\n",
       "      <td>290.28</td>\n",
       "      <td>406.40</td>\n",
       "      <td>58.06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>18.00</td>\n",
       "      <td>326.60</td>\n",
       "      <td>457.20</td>\n",
       "      <td>65.30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>20.00</td>\n",
       "      <td>362.86</td>\n",
       "      <td>508.00</td>\n",
       "      <td>72.57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>22.00</td>\n",
       "      <td>399.14</td>\n",
       "      <td>558.80</td>\n",
       "      <td>79.83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>24.00</td>\n",
       "      <td>435.40</td>\n",
       "      <td>609.60</td>\n",
       "      <td>87.10</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                 0.50               15.24               21.34           3.05\n",
       "1                 0.75               19.05               26.67           3.81\n",
       "2                 1.00               23.84               33.40           4.78\n",
       "3                 1.25               30.12               42.16           6.02\n",
       "4                 1.50               34.50               48.26           6.88\n",
       "5                 2.00               43.11               60.33           8.61\n",
       "6                 2.50               52.17               73.03          10.43\n",
       "7                 3.00               63.50               88.90          12.70\n",
       "8                 4.00               81.64              114.30          16.33\n",
       "9                 5.00              100.92              141.30          20.19\n",
       "10                6.00              120.22              168.28          24.03\n",
       "11                8.00              156.50              219.08          31.29\n",
       "12               10.00              195.03              273.05          39.01\n",
       "13               12.00              231.35              323.85          46.25\n",
       "14               14.00              254.00              355.60          50.80\n",
       "15               16.00              290.28              406.40          58.06\n",
       "16               18.00              326.60              457.20          65.30\n",
       "17               20.00              362.86              508.00          72.57\n",
       "18               22.00              399.14              558.80          79.83\n",
       "19               24.00              435.40              609.60          87.10"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR325F2619IPS"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
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       "    }\n",
       "\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>4</td>\n",
       "      <td>107.2896</td>\n",
       "      <td>114.3000</td>\n",
       "      <td>3.5052</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>5</td>\n",
       "      <td>132.6134</td>\n",
       "      <td>141.3002</td>\n",
       "      <td>4.3434</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>6</td>\n",
       "      <td>157.9118</td>\n",
       "      <td>168.2750</td>\n",
       "      <td>5.1816</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>8</td>\n",
       "      <td>205.6130</td>\n",
       "      <td>219.0750</td>\n",
       "      <td>6.7310</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>10</td>\n",
       "      <td>256.2352</td>\n",
       "      <td>273.0500</td>\n",
       "      <td>8.4074</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>12</td>\n",
       "      <td>303.9364</td>\n",
       "      <td>323.8500</td>\n",
       "      <td>9.9568</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>14</td>\n",
       "      <td>333.7052</td>\n",
       "      <td>355.6000</td>\n",
       "      <td>10.9474</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>16</td>\n",
       "      <td>381.4064</td>\n",
       "      <td>406.4000</td>\n",
       "      <td>12.4968</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>18</td>\n",
       "      <td>429.0568</td>\n",
       "      <td>457.2000</td>\n",
       "      <td>14.0716</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>20</td>\n",
       "      <td>476.7580</td>\n",
       "      <td>508.0000</td>\n",
       "      <td>15.6210</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>22</td>\n",
       "      <td>524.4084</td>\n",
       "      <td>558.8000</td>\n",
       "      <td>17.1958</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>24</td>\n",
       "      <td>572.1096</td>\n",
       "      <td>609.6000</td>\n",
       "      <td>18.7452</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>26</td>\n",
       "      <td>619.7600</td>\n",
       "      <td>660.4000</td>\n",
       "      <td>20.3200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>28</td>\n",
       "      <td>667.4104</td>\n",
       "      <td>711.2000</td>\n",
       "      <td>21.8948</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>30</td>\n",
       "      <td>715.1116</td>\n",
       "      <td>762.0000</td>\n",
       "      <td>23.4442</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>32</td>\n",
       "      <td>762.7620</td>\n",
       "      <td>812.8000</td>\n",
       "      <td>25.0190</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>34</td>\n",
       "      <td>810.4632</td>\n",
       "      <td>863.6000</td>\n",
       "      <td>26.5684</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>36</td>\n",
       "      <td>858.1136</td>\n",
       "      <td>914.4000</td>\n",
       "      <td>28.1432</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>42</td>\n",
       "      <td>1001.1664</td>\n",
       "      <td>1066.8000</td>\n",
       "      <td>32.8168</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>48</td>\n",
       "      <td>1144.1684</td>\n",
       "      <td>1219.2000</td>\n",
       "      <td>37.5158</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>54</td>\n",
       "      <td>1287.1704</td>\n",
       "      <td>1371.6000</td>\n",
       "      <td>42.2148</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>63</td>\n",
       "      <td>1501.7496</td>\n",
       "      <td>1600.2000</td>\n",
       "      <td>49.2252</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>65</td>\n",
       "      <td>1549.4000</td>\n",
       "      <td>1651.0000</td>\n",
       "      <td>50.8000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                    4            107.2896            114.3000         3.5052\n",
       "1                    5            132.6134            141.3002         4.3434\n",
       "2                    6            157.9118            168.2750         5.1816\n",
       "3                    8            205.6130            219.0750         6.7310\n",
       "4                   10            256.2352            273.0500         8.4074\n",
       "5                   12            303.9364            323.8500         9.9568\n",
       "6                   14            333.7052            355.6000        10.9474\n",
       "7                   16            381.4064            406.4000        12.4968\n",
       "8                   18            429.0568            457.2000        14.0716\n",
       "9                   20            476.7580            508.0000        15.6210\n",
       "10                  22            524.4084            558.8000        17.1958\n",
       "11                  24            572.1096            609.6000        18.7452\n",
       "12                  26            619.7600            660.4000        20.3200\n",
       "13                  28            667.4104            711.2000        21.8948\n",
       "14                  30            715.1116            762.0000        23.4442\n",
       "15                  32            762.7620            812.8000        25.0190\n",
       "16                  34            810.4632            863.6000        26.5684\n",
       "17                  36            858.1136            914.4000        28.1432\n",
       "18                  42           1001.1664           1066.8000        32.8168\n",
       "19                  48           1144.1684           1219.2000        37.5158\n",
       "20                  54           1287.1704           1371.6000        42.2148\n",
       "21                  63           1501.7496           1600.2000        49.2252\n",
       "22                  65           1549.4000           1651.0000        50.8000"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR26F2619IPS"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>4</td>\n",
       "      <td>105.5116</td>\n",
       "      <td>114.3000</td>\n",
       "      <td>4.3942</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>5</td>\n",
       "      <td>130.4290</td>\n",
       "      <td>141.3002</td>\n",
       "      <td>5.4356</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>6</td>\n",
       "      <td>155.3210</td>\n",
       "      <td>168.2750</td>\n",
       "      <td>6.4770</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>8</td>\n",
       "      <td>202.2094</td>\n",
       "      <td>219.0750</td>\n",
       "      <td>8.4328</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>10</td>\n",
       "      <td>252.0696</td>\n",
       "      <td>273.0500</td>\n",
       "      <td>10.4902</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>12</td>\n",
       "      <td>298.9580</td>\n",
       "      <td>323.8500</td>\n",
       "      <td>12.4460</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>14</td>\n",
       "      <td>328.2696</td>\n",
       "      <td>355.6000</td>\n",
       "      <td>13.6652</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>16</td>\n",
       "      <td>375.1580</td>\n",
       "      <td>406.4000</td>\n",
       "      <td>15.6210</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>18</td>\n",
       "      <td>422.0464</td>\n",
       "      <td>457.2000</td>\n",
       "      <td>17.5768</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>20</td>\n",
       "      <td>468.9348</td>\n",
       "      <td>508.0000</td>\n",
       "      <td>19.5326</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>22</td>\n",
       "      <td>515.8232</td>\n",
       "      <td>558.8000</td>\n",
       "      <td>21.4884</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>24</td>\n",
       "      <td>562.7116</td>\n",
       "      <td>609.6000</td>\n",
       "      <td>23.4442</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>26</td>\n",
       "      <td>609.6000</td>\n",
       "      <td>660.4000</td>\n",
       "      <td>25.4000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>28</td>\n",
       "      <td>656.4884</td>\n",
       "      <td>711.2000</td>\n",
       "      <td>27.3558</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>30</td>\n",
       "      <td>703.3768</td>\n",
       "      <td>762.0000</td>\n",
       "      <td>29.3116</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>32</td>\n",
       "      <td>750.2652</td>\n",
       "      <td>812.8000</td>\n",
       "      <td>31.2674</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>34</td>\n",
       "      <td>797.1536</td>\n",
       "      <td>863.6000</td>\n",
       "      <td>33.2232</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>36</td>\n",
       "      <td>844.0420</td>\n",
       "      <td>914.4000</td>\n",
       "      <td>35.1790</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>42</td>\n",
       "      <td>984.7580</td>\n",
       "      <td>1066.8000</td>\n",
       "      <td>41.0210</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>48</td>\n",
       "      <td>1125.4232</td>\n",
       "      <td>1219.2000</td>\n",
       "      <td>46.8884</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>54</td>\n",
       "      <td>1266.0884</td>\n",
       "      <td>1371.6000</td>\n",
       "      <td>52.7558</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>63</td>\n",
       "      <td>1477.1116</td>\n",
       "      <td>1600.2000</td>\n",
       "      <td>61.5442</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>65</td>\n",
       "      <td>1524.0000</td>\n",
       "      <td>1651.0000</td>\n",
       "      <td>63.5000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                    4            105.5116            114.3000         4.3942\n",
       "1                    5            130.4290            141.3002         5.4356\n",
       "2                    6            155.3210            168.2750         6.4770\n",
       "3                    8            202.2094            219.0750         8.4328\n",
       "4                   10            252.0696            273.0500        10.4902\n",
       "5                   12            298.9580            323.8500        12.4460\n",
       "6                   14            328.2696            355.6000        13.6652\n",
       "7                   16            375.1580            406.4000        15.6210\n",
       "8                   18            422.0464            457.2000        17.5768\n",
       "9                   20            468.9348            508.0000        19.5326\n",
       "10                  22            515.8232            558.8000        21.4884\n",
       "11                  24            562.7116            609.6000        23.4442\n",
       "12                  26            609.6000            660.4000        25.4000\n",
       "13                  28            656.4884            711.2000        27.3558\n",
       "14                  30            703.3768            762.0000        29.3116\n",
       "15                  32            750.2652            812.8000        31.2674\n",
       "16                  34            797.1536            863.6000        33.2232\n",
       "17                  36            844.0420            914.4000        35.1790\n",
       "18                  42            984.7580           1066.8000        41.0210\n",
       "19                  48           1125.4232           1219.2000        46.8884\n",
       "20                  54           1266.0884           1371.6000        52.7558\n",
       "21                  63           1477.1116           1600.2000        61.5442\n",
       "22                  65           1524.0000           1651.0000        63.5000"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR21F2619IPS"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2.5</td>\n",
       "      <td>66.0654</td>\n",
       "      <td>73.0250</td>\n",
       "      <td>3.4798</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>3.0</td>\n",
       "      <td>80.4164</td>\n",
       "      <td>88.9000</td>\n",
       "      <td>4.2418</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>4.0</td>\n",
       "      <td>103.4288</td>\n",
       "      <td>114.3000</td>\n",
       "      <td>5.4356</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>5.0</td>\n",
       "      <td>127.8382</td>\n",
       "      <td>141.3002</td>\n",
       "      <td>6.7310</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>6.0</td>\n",
       "      <td>152.2730</td>\n",
       "      <td>168.2750</td>\n",
       "      <td>8.0010</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>8.0</td>\n",
       "      <td>198.1962</td>\n",
       "      <td>219.0750</td>\n",
       "      <td>10.4394</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>10.0</td>\n",
       "      <td>247.0404</td>\n",
       "      <td>273.0500</td>\n",
       "      <td>13.0048</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>12.0</td>\n",
       "      <td>293.0144</td>\n",
       "      <td>323.8500</td>\n",
       "      <td>15.4178</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>14.0</td>\n",
       "      <td>321.7164</td>\n",
       "      <td>355.6000</td>\n",
       "      <td>16.9418</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>16.0</td>\n",
       "      <td>367.6904</td>\n",
       "      <td>406.4000</td>\n",
       "      <td>19.3548</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>18.0</td>\n",
       "      <td>413.6644</td>\n",
       "      <td>457.2000</td>\n",
       "      <td>21.7678</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>20.0</td>\n",
       "      <td>459.6384</td>\n",
       "      <td>508.0000</td>\n",
       "      <td>24.1808</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>22.0</td>\n",
       "      <td>505.5616</td>\n",
       "      <td>558.8000</td>\n",
       "      <td>26.6192</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>24.0</td>\n",
       "      <td>551.5356</td>\n",
       "      <td>609.6000</td>\n",
       "      <td>29.0322</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>26.0</td>\n",
       "      <td>597.5096</td>\n",
       "      <td>660.4000</td>\n",
       "      <td>31.4452</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>28.0</td>\n",
       "      <td>643.4836</td>\n",
       "      <td>711.2000</td>\n",
       "      <td>33.8582</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>30.0</td>\n",
       "      <td>689.4068</td>\n",
       "      <td>762.0000</td>\n",
       "      <td>36.2966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>32.0</td>\n",
       "      <td>735.3808</td>\n",
       "      <td>812.8000</td>\n",
       "      <td>38.7096</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>34.0</td>\n",
       "      <td>781.3548</td>\n",
       "      <td>863.6000</td>\n",
       "      <td>41.1226</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>36.0</td>\n",
       "      <td>827.3288</td>\n",
       "      <td>914.4000</td>\n",
       "      <td>43.5356</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>42.0</td>\n",
       "      <td>965.2000</td>\n",
       "      <td>1066.8000</td>\n",
       "      <td>50.8000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>48.0</td>\n",
       "      <td>1103.0712</td>\n",
       "      <td>1219.2000</td>\n",
       "      <td>58.0644</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>54.0</td>\n",
       "      <td>1240.9932</td>\n",
       "      <td>1371.6000</td>\n",
       "      <td>65.3034</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>63.0</td>\n",
       "      <td>1447.8000</td>\n",
       "      <td>1600.2000</td>\n",
       "      <td>76.2000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>65.0</td>\n",
       "      <td>1493.7740</td>\n",
       "      <td>1651.0000</td>\n",
       "      <td>78.6130</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                  2.5             66.0654             73.0250         3.4798\n",
       "1                  3.0             80.4164             88.9000         4.2418\n",
       "2                  4.0            103.4288            114.3000         5.4356\n",
       "3                  5.0            127.8382            141.3002         6.7310\n",
       "4                  6.0            152.2730            168.2750         8.0010\n",
       "5                  8.0            198.1962            219.0750        10.4394\n",
       "6                 10.0            247.0404            273.0500        13.0048\n",
       "7                 12.0            293.0144            323.8500        15.4178\n",
       "8                 14.0            321.7164            355.6000        16.9418\n",
       "9                 16.0            367.6904            406.4000        19.3548\n",
       "10                18.0            413.6644            457.2000        21.7678\n",
       "11                20.0            459.6384            508.0000        24.1808\n",
       "12                22.0            505.5616            558.8000        26.6192\n",
       "13                24.0            551.5356            609.6000        29.0322\n",
       "14                26.0            597.5096            660.4000        31.4452\n",
       "15                28.0            643.4836            711.2000        33.8582\n",
       "16                30.0            689.4068            762.0000        36.2966\n",
       "17                32.0            735.3808            812.8000        38.7096\n",
       "18                34.0            781.3548            863.6000        41.1226\n",
       "19                36.0            827.3288            914.4000        43.5356\n",
       "20                42.0            965.2000           1066.8000        50.8000\n",
       "21                48.0           1103.0712           1219.2000        58.0644\n",
       "22                54.0           1240.9932           1371.6000        65.3034\n",
       "23                63.0           1447.8000           1600.2000        76.2000\n",
       "24                65.0           1493.7740           1651.0000        78.6130"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR17F2619IPS"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2.0</td>\n",
       "      <td>53.2130</td>\n",
       "      <td>60.3250</td>\n",
       "      <td>3.5560</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2.5</td>\n",
       "      <td>64.4398</td>\n",
       "      <td>73.0250</td>\n",
       "      <td>4.2926</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3.0</td>\n",
       "      <td>78.4352</td>\n",
       "      <td>88.9000</td>\n",
       "      <td>5.2324</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4.0</td>\n",
       "      <td>100.8380</td>\n",
       "      <td>114.3000</td>\n",
       "      <td>6.7310</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5.0</td>\n",
       "      <td>124.6886</td>\n",
       "      <td>141.3002</td>\n",
       "      <td>8.3058</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>6.0</td>\n",
       "      <td>148.4630</td>\n",
       "      <td>168.2750</td>\n",
       "      <td>9.9060</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>8.0</td>\n",
       "      <td>193.3194</td>\n",
       "      <td>219.0750</td>\n",
       "      <td>12.8778</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>10.0</td>\n",
       "      <td>240.9444</td>\n",
       "      <td>273.0500</td>\n",
       "      <td>16.0528</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>12.0</td>\n",
       "      <td>285.7500</td>\n",
       "      <td>323.8500</td>\n",
       "      <td>19.0500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>14.0</td>\n",
       "      <td>313.7408</td>\n",
       "      <td>355.6000</td>\n",
       "      <td>20.9296</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>16.0</td>\n",
       "      <td>358.5972</td>\n",
       "      <td>406.4000</td>\n",
       "      <td>23.9014</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>18.0</td>\n",
       "      <td>403.4028</td>\n",
       "      <td>457.2000</td>\n",
       "      <td>26.8986</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>20.0</td>\n",
       "      <td>448.2592</td>\n",
       "      <td>508.0000</td>\n",
       "      <td>29.8704</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>22.0</td>\n",
       "      <td>493.0648</td>\n",
       "      <td>558.8000</td>\n",
       "      <td>32.8676</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>24.0</td>\n",
       "      <td>537.8704</td>\n",
       "      <td>609.6000</td>\n",
       "      <td>35.8648</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>26.0</td>\n",
       "      <td>582.7268</td>\n",
       "      <td>660.4000</td>\n",
       "      <td>38.8366</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>28.0</td>\n",
       "      <td>627.5324</td>\n",
       "      <td>711.2000</td>\n",
       "      <td>41.8338</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>30.0</td>\n",
       "      <td>672.3380</td>\n",
       "      <td>762.0000</td>\n",
       "      <td>44.8310</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>32.0</td>\n",
       "      <td>717.1944</td>\n",
       "      <td>812.8000</td>\n",
       "      <td>47.8028</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>34.0</td>\n",
       "      <td>762.0000</td>\n",
       "      <td>863.6000</td>\n",
       "      <td>50.8000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>36.0</td>\n",
       "      <td>806.8056</td>\n",
       "      <td>914.4000</td>\n",
       "      <td>53.7972</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>42.0</td>\n",
       "      <td>941.2732</td>\n",
       "      <td>1066.8000</td>\n",
       "      <td>62.7634</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>48.0</td>\n",
       "      <td>1075.7408</td>\n",
       "      <td>1219.2000</td>\n",
       "      <td>71.7296</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>54.0</td>\n",
       "      <td>1210.2592</td>\n",
       "      <td>1371.6000</td>\n",
       "      <td>80.6704</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                  2.0             53.2130             60.3250         3.5560\n",
       "1                  2.5             64.4398             73.0250         4.2926\n",
       "2                  3.0             78.4352             88.9000         5.2324\n",
       "3                  4.0            100.8380            114.3000         6.7310\n",
       "4                  5.0            124.6886            141.3002         8.3058\n",
       "5                  6.0            148.4630            168.2750         9.9060\n",
       "6                  8.0            193.3194            219.0750        12.8778\n",
       "7                 10.0            240.9444            273.0500        16.0528\n",
       "8                 12.0            285.7500            323.8500        19.0500\n",
       "9                 14.0            313.7408            355.6000        20.9296\n",
       "10                16.0            358.5972            406.4000        23.9014\n",
       "11                18.0            403.4028            457.2000        26.8986\n",
       "12                20.0            448.2592            508.0000        29.8704\n",
       "13                22.0            493.0648            558.8000        32.8676\n",
       "14                24.0            537.8704            609.6000        35.8648\n",
       "15                26.0            582.7268            660.4000        38.8366\n",
       "16                28.0            627.5324            711.2000        41.8338\n",
       "17                30.0            672.3380            762.0000        44.8310\n",
       "18                32.0            717.1944            812.8000        47.8028\n",
       "19                34.0            762.0000            863.6000        50.8000\n",
       "20                36.0            806.8056            914.4000        53.7972\n",
       "21                42.0            941.2732           1066.8000        62.7634\n",
       "22                48.0           1075.7408           1219.2000        71.7296\n",
       "23                54.0           1210.2592           1371.6000        80.6704"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR135F2619IPS"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.50</td>\n",
       "      <td>18.1864</td>\n",
       "      <td>21.3360</td>\n",
       "      <td>1.5748</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.75</td>\n",
       "      <td>22.7076</td>\n",
       "      <td>26.6700</td>\n",
       "      <td>1.9812</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.00</td>\n",
       "      <td>28.4734</td>\n",
       "      <td>33.4010</td>\n",
       "      <td>2.4638</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.25</td>\n",
       "      <td>35.9156</td>\n",
       "      <td>42.1640</td>\n",
       "      <td>3.1242</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.50</td>\n",
       "      <td>41.0972</td>\n",
       "      <td>48.2600</td>\n",
       "      <td>3.5814</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2.00</td>\n",
       "      <td>51.3842</td>\n",
       "      <td>60.3250</td>\n",
       "      <td>4.4704</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>2.50</td>\n",
       "      <td>62.2046</td>\n",
       "      <td>73.0250</td>\n",
       "      <td>5.4102</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>3.00</td>\n",
       "      <td>75.7428</td>\n",
       "      <td>88.9000</td>\n",
       "      <td>6.5786</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>4.00</td>\n",
       "      <td>97.3836</td>\n",
       "      <td>114.3000</td>\n",
       "      <td>8.4582</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>5.00</td>\n",
       "      <td>120.3706</td>\n",
       "      <td>141.3002</td>\n",
       "      <td>10.4648</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>6.00</td>\n",
       "      <td>143.3322</td>\n",
       "      <td>168.2750</td>\n",
       "      <td>12.4714</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>8.00</td>\n",
       "      <td>186.6138</td>\n",
       "      <td>219.0750</td>\n",
       "      <td>16.2306</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>10.00</td>\n",
       "      <td>232.6132</td>\n",
       "      <td>273.0500</td>\n",
       "      <td>20.2184</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>12.00</td>\n",
       "      <td>275.8948</td>\n",
       "      <td>323.8500</td>\n",
       "      <td>23.9776</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14.00</td>\n",
       "      <td>302.9204</td>\n",
       "      <td>355.6000</td>\n",
       "      <td>26.3398</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>16.00</td>\n",
       "      <td>346.2020</td>\n",
       "      <td>406.4000</td>\n",
       "      <td>30.0990</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>18.00</td>\n",
       "      <td>389.4836</td>\n",
       "      <td>457.2000</td>\n",
       "      <td>33.8582</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>20.00</td>\n",
       "      <td>432.7652</td>\n",
       "      <td>508.0000</td>\n",
       "      <td>37.6174</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>22.00</td>\n",
       "      <td>475.9960</td>\n",
       "      <td>558.8000</td>\n",
       "      <td>41.4020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>24.00</td>\n",
       "      <td>519.2776</td>\n",
       "      <td>609.6000</td>\n",
       "      <td>45.1612</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>26.00</td>\n",
       "      <td>562.5592</td>\n",
       "      <td>660.4000</td>\n",
       "      <td>48.9204</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>28.00</td>\n",
       "      <td>605.8408</td>\n",
       "      <td>711.2000</td>\n",
       "      <td>52.6796</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>30.00</td>\n",
       "      <td>649.1224</td>\n",
       "      <td>762.0000</td>\n",
       "      <td>56.4388</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>32.00</td>\n",
       "      <td>692.4040</td>\n",
       "      <td>812.8000</td>\n",
       "      <td>60.1980</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>34.00</td>\n",
       "      <td>735.6348</td>\n",
       "      <td>863.6000</td>\n",
       "      <td>63.9826</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>36.00</td>\n",
       "      <td>778.9164</td>\n",
       "      <td>914.4000</td>\n",
       "      <td>67.7418</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>42.00</td>\n",
       "      <td>908.7612</td>\n",
       "      <td>1066.8000</td>\n",
       "      <td>79.0194</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                 0.50             18.1864             21.3360         1.5748\n",
       "1                 0.75             22.7076             26.6700         1.9812\n",
       "2                 1.00             28.4734             33.4010         2.4638\n",
       "3                 1.25             35.9156             42.1640         3.1242\n",
       "4                 1.50             41.0972             48.2600         3.5814\n",
       "5                 2.00             51.3842             60.3250         4.4704\n",
       "6                 2.50             62.2046             73.0250         5.4102\n",
       "7                 3.00             75.7428             88.9000         6.5786\n",
       "8                 4.00             97.3836            114.3000         8.4582\n",
       "9                 5.00            120.3706            141.3002        10.4648\n",
       "10                6.00            143.3322            168.2750        12.4714\n",
       "11                8.00            186.6138            219.0750        16.2306\n",
       "12               10.00            232.6132            273.0500        20.2184\n",
       "13               12.00            275.8948            323.8500        23.9776\n",
       "14               14.00            302.9204            355.6000        26.3398\n",
       "15               16.00            346.2020            406.4000        30.0990\n",
       "16               18.00            389.4836            457.2000        33.8582\n",
       "17               20.00            432.7652            508.0000        37.6174\n",
       "18               22.00            475.9960            558.8000        41.4020\n",
       "19               24.00            519.2776            609.6000        45.1612\n",
       "20               26.00            562.5592            660.4000        48.9204\n",
       "21               28.00            605.8408            711.2000        52.6796\n",
       "22               30.00            649.1224            762.0000        56.4388\n",
       "23               32.00            692.4040            812.8000        60.1980\n",
       "24               34.00            735.6348            863.6000        63.9826\n",
       "25               36.00            778.9164            914.4000        67.7418\n",
       "26               42.00            908.7612           1066.8000        79.0194"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR11F2619IPS"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.50</td>\n",
       "      <td>17.4752</td>\n",
       "      <td>21.3360</td>\n",
       "      <td>1.9304</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.75</td>\n",
       "      <td>21.8440</td>\n",
       "      <td>26.6700</td>\n",
       "      <td>2.4130</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.00</td>\n",
       "      <td>27.3050</td>\n",
       "      <td>33.4010</td>\n",
       "      <td>3.0480</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.25</td>\n",
       "      <td>34.4932</td>\n",
       "      <td>42.1640</td>\n",
       "      <td>3.8354</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.50</td>\n",
       "      <td>39.4716</td>\n",
       "      <td>48.2600</td>\n",
       "      <td>4.3942</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2.00</td>\n",
       "      <td>49.3522</td>\n",
       "      <td>60.3250</td>\n",
       "      <td>5.4864</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>2.50</td>\n",
       "      <td>59.7662</td>\n",
       "      <td>73.0250</td>\n",
       "      <td>6.6294</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>3.00</td>\n",
       "      <td>72.7456</td>\n",
       "      <td>88.9000</td>\n",
       "      <td>8.0772</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>4.00</td>\n",
       "      <td>93.5228</td>\n",
       "      <td>114.3000</td>\n",
       "      <td>10.3886</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>5.00</td>\n",
       "      <td>115.5954</td>\n",
       "      <td>141.3002</td>\n",
       "      <td>12.8524</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>6.00</td>\n",
       "      <td>137.6934</td>\n",
       "      <td>168.2750</td>\n",
       "      <td>15.2908</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>8.00</td>\n",
       "      <td>179.2478</td>\n",
       "      <td>219.0750</td>\n",
       "      <td>19.9136</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>10.00</td>\n",
       "      <td>223.4184</td>\n",
       "      <td>273.0500</td>\n",
       "      <td>24.8158</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>12.00</td>\n",
       "      <td>264.9728</td>\n",
       "      <td>323.8500</td>\n",
       "      <td>29.4386</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14.00</td>\n",
       "      <td>290.9316</td>\n",
       "      <td>355.6000</td>\n",
       "      <td>32.3342</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>16.00</td>\n",
       "      <td>332.4860</td>\n",
       "      <td>406.4000</td>\n",
       "      <td>36.9570</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>18.00</td>\n",
       "      <td>374.0912</td>\n",
       "      <td>457.2000</td>\n",
       "      <td>41.5544</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>20.00</td>\n",
       "      <td>415.6456</td>\n",
       "      <td>508.0000</td>\n",
       "      <td>46.1772</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>22.00</td>\n",
       "      <td>457.2000</td>\n",
       "      <td>558.8000</td>\n",
       "      <td>50.8000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>24.00</td>\n",
       "      <td>498.7544</td>\n",
       "      <td>609.6000</td>\n",
       "      <td>55.4228</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>26.00</td>\n",
       "      <td>540.3088</td>\n",
       "      <td>660.4000</td>\n",
       "      <td>60.0456</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>28.00</td>\n",
       "      <td>581.9140</td>\n",
       "      <td>711.2000</td>\n",
       "      <td>64.6430</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>30.00</td>\n",
       "      <td>623.4684</td>\n",
       "      <td>762.0000</td>\n",
       "      <td>69.2658</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>32.00</td>\n",
       "      <td>665.0228</td>\n",
       "      <td>812.8000</td>\n",
       "      <td>73.8886</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>34.00</td>\n",
       "      <td>706.5772</td>\n",
       "      <td>863.6000</td>\n",
       "      <td>78.5114</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>36.00</td>\n",
       "      <td>748.1316</td>\n",
       "      <td>914.4000</td>\n",
       "      <td>83.1342</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                 0.50             17.4752             21.3360         1.9304\n",
       "1                 0.75             21.8440             26.6700         2.4130\n",
       "2                 1.00             27.3050             33.4010         3.0480\n",
       "3                 1.25             34.4932             42.1640         3.8354\n",
       "4                 1.50             39.4716             48.2600         4.3942\n",
       "5                 2.00             49.3522             60.3250         5.4864\n",
       "6                 2.50             59.7662             73.0250         6.6294\n",
       "7                 3.00             72.7456             88.9000         8.0772\n",
       "8                 4.00             93.5228            114.3000        10.3886\n",
       "9                 5.00            115.5954            141.3002        12.8524\n",
       "10                6.00            137.6934            168.2750        15.2908\n",
       "11                8.00            179.2478            219.0750        19.9136\n",
       "12               10.00            223.4184            273.0500        24.8158\n",
       "13               12.00            264.9728            323.8500        29.4386\n",
       "14               14.00            290.9316            355.6000        32.3342\n",
       "15               16.00            332.4860            406.4000        36.9570\n",
       "16               18.00            374.0912            457.2000        41.5544\n",
       "17               20.00            415.6456            508.0000        46.1772\n",
       "18               22.00            457.2000            558.8000        50.8000\n",
       "19               24.00            498.7544            609.6000        55.4228\n",
       "20               26.00            540.3088            660.4000        60.0456\n",
       "21               28.00            581.9140            711.2000        64.6430\n",
       "22               30.00            623.4684            762.0000        69.2658\n",
       "23               32.00            665.0228            812.8000        73.8886\n",
       "24               34.00            706.5772            863.6000        78.5114\n",
       "25               36.00            748.1316            914.4000        83.1342"
      ]
     },
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    {
     "data": {
      "text/markdown": [
       "## Schedule DR9F2619IPS"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.50</td>\n",
       "      <td>16.6116</td>\n",
       "      <td>21.3360</td>\n",
       "      <td>2.3622</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.75</td>\n",
       "      <td>20.7264</td>\n",
       "      <td>26.6700</td>\n",
       "      <td>2.9718</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.00</td>\n",
       "      <td>25.9842</td>\n",
       "      <td>33.4010</td>\n",
       "      <td>3.7084</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.25</td>\n",
       "      <td>32.8168</td>\n",
       "      <td>42.1640</td>\n",
       "      <td>4.6736</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.50</td>\n",
       "      <td>37.5412</td>\n",
       "      <td>48.2600</td>\n",
       "      <td>5.3594</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2.00</td>\n",
       "      <td>46.9138</td>\n",
       "      <td>60.3250</td>\n",
       "      <td>6.7056</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>2.50</td>\n",
       "      <td>56.8198</td>\n",
       "      <td>73.0250</td>\n",
       "      <td>8.1026</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>3.00</td>\n",
       "      <td>69.1388</td>\n",
       "      <td>88.9000</td>\n",
       "      <td>9.8806</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>4.00</td>\n",
       "      <td>88.9000</td>\n",
       "      <td>114.3000</td>\n",
       "      <td>12.7000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>5.00</td>\n",
       "      <td>109.9058</td>\n",
       "      <td>141.3002</td>\n",
       "      <td>15.6972</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>6.00</td>\n",
       "      <td>130.8862</td>\n",
       "      <td>168.2750</td>\n",
       "      <td>18.6944</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>8.00</td>\n",
       "      <td>170.4086</td>\n",
       "      <td>219.0750</td>\n",
       "      <td>24.3332</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>10.00</td>\n",
       "      <td>212.3948</td>\n",
       "      <td>273.0500</td>\n",
       "      <td>30.3276</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>12.00</td>\n",
       "      <td>251.8664</td>\n",
       "      <td>323.8500</td>\n",
       "      <td>35.9918</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14.00</td>\n",
       "      <td>276.5552</td>\n",
       "      <td>355.6000</td>\n",
       "      <td>39.5224</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>16.00</td>\n",
       "      <td>316.0776</td>\n",
       "      <td>406.4000</td>\n",
       "      <td>45.1612</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>18.00</td>\n",
       "      <td>355.6000</td>\n",
       "      <td>457.2000</td>\n",
       "      <td>50.8000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>20.00</td>\n",
       "      <td>395.1224</td>\n",
       "      <td>508.0000</td>\n",
       "      <td>56.4388</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>22.00</td>\n",
       "      <td>434.6448</td>\n",
       "      <td>558.8000</td>\n",
       "      <td>62.0776</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>24.00</td>\n",
       "      <td>474.1164</td>\n",
       "      <td>609.6000</td>\n",
       "      <td>67.7418</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>26.00</td>\n",
       "      <td>513.6388</td>\n",
       "      <td>660.4000</td>\n",
       "      <td>73.3806</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>28.00</td>\n",
       "      <td>553.1612</td>\n",
       "      <td>711.2000</td>\n",
       "      <td>79.0194</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>30.00</td>\n",
       "      <td>592.6836</td>\n",
       "      <td>762.0000</td>\n",
       "      <td>84.6582</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                 0.50             16.6116             21.3360         2.3622\n",
       "1                 0.75             20.7264             26.6700         2.9718\n",
       "2                 1.00             25.9842             33.4010         3.7084\n",
       "3                 1.25             32.8168             42.1640         4.6736\n",
       "4                 1.50             37.5412             48.2600         5.3594\n",
       "5                 2.00             46.9138             60.3250         6.7056\n",
       "6                 2.50             56.8198             73.0250         8.1026\n",
       "7                 3.00             69.1388             88.9000         9.8806\n",
       "8                 4.00             88.9000            114.3000        12.7000\n",
       "9                 5.00            109.9058            141.3002        15.6972\n",
       "10                6.00            130.8862            168.2750        18.6944\n",
       "11                8.00            170.4086            219.0750        24.3332\n",
       "12               10.00            212.3948            273.0500        30.3276\n",
       "13               12.00            251.8664            323.8500        35.9918\n",
       "14               14.00            276.5552            355.6000        39.5224\n",
       "15               16.00            316.0776            406.4000        45.1612\n",
       "16               18.00            355.6000            457.2000        50.8000\n",
       "17               20.00            395.1224            508.0000        56.4388\n",
       "18               22.00            434.6448            558.8000        62.0776\n",
       "19               24.00            474.1164            609.6000        67.7418\n",
       "20               26.00            513.6388            660.4000        73.3806\n",
       "21               28.00            553.1612            711.2000        79.0194\n",
       "22               30.00            592.6836            762.0000        84.6582"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR73F2619IPS"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.50</td>\n",
       "      <td>15.4940</td>\n",
       "      <td>21.3360</td>\n",
       "      <td>2.9210</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.75</td>\n",
       "      <td>19.3548</td>\n",
       "      <td>26.6700</td>\n",
       "      <td>3.6576</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.00</td>\n",
       "      <td>24.2570</td>\n",
       "      <td>33.4010</td>\n",
       "      <td>4.5720</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.25</td>\n",
       "      <td>30.6324</td>\n",
       "      <td>42.1640</td>\n",
       "      <td>5.7658</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.50</td>\n",
       "      <td>35.0520</td>\n",
       "      <td>48.2600</td>\n",
       "      <td>6.6040</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2.00</td>\n",
       "      <td>43.8150</td>\n",
       "      <td>60.3250</td>\n",
       "      <td>8.2550</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>2.50</td>\n",
       "      <td>53.0098</td>\n",
       "      <td>73.0250</td>\n",
       "      <td>10.0076</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>3.00</td>\n",
       "      <td>64.5668</td>\n",
       "      <td>88.9000</td>\n",
       "      <td>12.1666</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>4.00</td>\n",
       "      <td>83.0072</td>\n",
       "      <td>114.3000</td>\n",
       "      <td>15.6464</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>5.00</td>\n",
       "      <td>102.5906</td>\n",
       "      <td>141.3002</td>\n",
       "      <td>19.3548</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>6.00</td>\n",
       "      <td>122.1486</td>\n",
       "      <td>168.2750</td>\n",
       "      <td>23.0632</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>8.00</td>\n",
       "      <td>159.0294</td>\n",
       "      <td>219.0750</td>\n",
       "      <td>30.0228</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>10.00</td>\n",
       "      <td>198.2216</td>\n",
       "      <td>273.0500</td>\n",
       "      <td>37.4142</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>12.00</td>\n",
       "      <td>235.1024</td>\n",
       "      <td>323.8500</td>\n",
       "      <td>44.3738</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14.00</td>\n",
       "      <td>258.1656</td>\n",
       "      <td>355.6000</td>\n",
       "      <td>48.7172</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>16.00</td>\n",
       "      <td>295.0464</td>\n",
       "      <td>406.4000</td>\n",
       "      <td>55.6768</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>18.00</td>\n",
       "      <td>331.9272</td>\n",
       "      <td>457.2000</td>\n",
       "      <td>62.6364</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>20.00</td>\n",
       "      <td>368.8080</td>\n",
       "      <td>508.0000</td>\n",
       "      <td>69.5960</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>22.00</td>\n",
       "      <td>405.6888</td>\n",
       "      <td>558.8000</td>\n",
       "      <td>76.5556</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>24.00</td>\n",
       "      <td>442.5696</td>\n",
       "      <td>609.6000</td>\n",
       "      <td>83.5152</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                 0.50             15.4940             21.3360         2.9210\n",
       "1                 0.75             19.3548             26.6700         3.6576\n",
       "2                 1.00             24.2570             33.4010         4.5720\n",
       "3                 1.25             30.6324             42.1640         5.7658\n",
       "4                 1.50             35.0520             48.2600         6.6040\n",
       "5                 2.00             43.8150             60.3250         8.2550\n",
       "6                 2.50             53.0098             73.0250        10.0076\n",
       "7                 3.00             64.5668             88.9000        12.1666\n",
       "8                 4.00             83.0072            114.3000        15.6464\n",
       "9                 5.00            102.5906            141.3002        19.3548\n",
       "10                6.00            122.1486            168.2750        23.0632\n",
       "11                8.00            159.0294            219.0750        30.0228\n",
       "12               10.00            198.2216            273.0500        37.4142\n",
       "13               12.00            235.1024            323.8500        44.3738\n",
       "14               14.00            258.1656            355.6000        48.7172\n",
       "15               16.00            295.0464            406.4000        55.6768\n",
       "16               18.00            331.9272            457.2000        62.6364\n",
       "17               20.00            368.8080            508.0000        69.5960\n",
       "18               22.00            405.6888            558.8000        76.5556\n",
       "19               24.00            442.5696            609.6000        83.5152"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule DR7F2619IPS"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
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       "\n",
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       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0.50</td>\n",
       "      <td>15.2400</td>\n",
       "      <td>21.3360</td>\n",
       "      <td>3.0480</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>0.75</td>\n",
       "      <td>19.0500</td>\n",
       "      <td>26.6700</td>\n",
       "      <td>3.8100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1.00</td>\n",
       "      <td>23.8506</td>\n",
       "      <td>33.4010</td>\n",
       "      <td>4.7752</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1.25</td>\n",
       "      <td>30.1244</td>\n",
       "      <td>42.1640</td>\n",
       "      <td>6.0198</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1.50</td>\n",
       "      <td>34.4932</td>\n",
       "      <td>48.2600</td>\n",
       "      <td>6.8834</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>2.00</td>\n",
       "      <td>43.1038</td>\n",
       "      <td>60.3250</td>\n",
       "      <td>8.6106</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>2.50</td>\n",
       "      <td>52.1462</td>\n",
       "      <td>73.0250</td>\n",
       "      <td>10.4394</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>3.00</td>\n",
       "      <td>63.5000</td>\n",
       "      <td>88.9000</td>\n",
       "      <td>12.7000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>4.00</td>\n",
       "      <td>81.6356</td>\n",
       "      <td>114.3000</td>\n",
       "      <td>16.3322</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>5.00</td>\n",
       "      <td>100.9142</td>\n",
       "      <td>141.3002</td>\n",
       "      <td>20.1930</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>6.00</td>\n",
       "      <td>120.2182</td>\n",
       "      <td>168.2750</td>\n",
       "      <td>24.0284</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>8.00</td>\n",
       "      <td>156.4894</td>\n",
       "      <td>219.0750</td>\n",
       "      <td>31.2928</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>10.00</td>\n",
       "      <td>195.0212</td>\n",
       "      <td>273.0500</td>\n",
       "      <td>39.0144</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>12.00</td>\n",
       "      <td>231.3432</td>\n",
       "      <td>323.8500</td>\n",
       "      <td>46.2534</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>14.00</td>\n",
       "      <td>254.0000</td>\n",
       "      <td>355.6000</td>\n",
       "      <td>50.8000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>16.00</td>\n",
       "      <td>290.2712</td>\n",
       "      <td>406.4000</td>\n",
       "      <td>58.0644</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>18.00</td>\n",
       "      <td>326.5932</td>\n",
       "      <td>457.2000</td>\n",
       "      <td>65.3034</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>20.00</td>\n",
       "      <td>362.8644</td>\n",
       "      <td>508.0000</td>\n",
       "      <td>72.5678</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>22.00</td>\n",
       "      <td>399.1356</td>\n",
       "      <td>558.8000</td>\n",
       "      <td>79.8322</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>24.00</td>\n",
       "      <td>435.4068</td>\n",
       "      <td>609.6000</td>\n",
       "      <td>87.0966</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                 0.50             15.2400             21.3360         3.0480\n",
       "1                 0.75             19.0500             26.6700         3.8100\n",
       "2                 1.00             23.8506             33.4010         4.7752\n",
       "3                 1.25             30.1244             42.1640         6.0198\n",
       "4                 1.50             34.4932             48.2600         6.8834\n",
       "5                 2.00             43.1038             60.3250         8.6106\n",
       "6                 2.50             52.1462             73.0250        10.4394\n",
       "7                 3.00             63.5000             88.9000        12.7000\n",
       "8                 4.00             81.6356            114.3000        16.3322\n",
       "9                 5.00            100.9142            141.3002        20.1930\n",
       "10                6.00            120.2182            168.2750        24.0284\n",
       "11                8.00            156.4894            219.0750        31.2928\n",
       "12               10.00            195.0212            273.0500        39.0144\n",
       "13               12.00            231.3432            323.8500        46.2534\n",
       "14               14.00            254.0000            355.6000        50.8000\n",
       "15               16.00            290.2712            406.4000        58.0644\n",
       "16               18.00            326.5932            457.2000        65.3034\n",
       "17               20.00            362.8644            508.0000        72.5678\n",
       "18               22.00            399.1356            558.8000        79.8322\n",
       "19               24.00            435.4068            609.6000        87.0966"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule BS1387LIGHT"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
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       "      <th></th>\n",
       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
       "    </tr>\n",
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       "  <tbody>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>10</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>15</td>\n",
       "      <td>17.4</td>\n",
       "      <td>21.4</td>\n",
       "      <td>2.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>20</td>\n",
       "      <td>22.3</td>\n",
       "      <td>26.9</td>\n",
       "      <td>2.3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>25</td>\n",
       "      <td>28.6</td>\n",
       "      <td>33.8</td>\n",
       "      <td>2.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>32</td>\n",
       "      <td>37.3</td>\n",
       "      <td>42.5</td>\n",
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       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>40</td>\n",
       "      <td>42.6</td>\n",
       "      <td>48.4</td>\n",
       "      <td>2.9</td>\n",
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       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>50</td>\n",
       "      <td>54.4</td>\n",
       "      <td>60.2</td>\n",
       "      <td>2.9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>65</td>\n",
       "      <td>69.6</td>\n",
       "      <td>76.0</td>\n",
       "      <td>3.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>80</td>\n",
       "      <td>82.3</td>\n",
       "      <td>88.7</td>\n",
       "      <td>3.2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>100</td>\n",
       "      <td>106.7</td>\n",
       "      <td>113.9</td>\n",
       "      <td>3.6</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                    8                10.0                13.6            1.8\n",
       "1                   10                13.5                17.1            1.8\n",
       "2                   15                17.4                21.4            2.0\n",
       "3                   20                22.3                26.9            2.3\n",
       "4                   25                28.6                33.8            2.6\n",
       "5                   32                37.3                42.5            2.6\n",
       "6                   40                42.6                48.4            2.9\n",
       "7                   50                54.4                60.2            2.9\n",
       "8                   65                69.6                76.0            3.2\n",
       "9                   80                82.3                88.7            3.2\n",
       "10                 100               106.7               113.9            3.6"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule BS1387MEDIUM"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
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       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
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       "      <td>2.3</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>15</td>\n",
       "      <td>16.5</td>\n",
       "      <td>21.7</td>\n",
       "      <td>2.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>20</td>\n",
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       "      <th>5</th>\n",
       "      <td>32</td>\n",
       "      <td>36.5</td>\n",
       "      <td>42.9</td>\n",
       "      <td>3.2</td>\n",
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       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>40</td>\n",
       "      <td>42.4</td>\n",
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       "      <td>3.2</td>\n",
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       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>50</td>\n",
       "      <td>53.6</td>\n",
       "      <td>60.8</td>\n",
       "      <td>3.6</td>\n",
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       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>65</td>\n",
       "      <td>69.4</td>\n",
       "      <td>76.6</td>\n",
       "      <td>3.6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>80</td>\n",
       "      <td>81.5</td>\n",
       "      <td>89.5</td>\n",
       "      <td>4.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>100</td>\n",
       "      <td>105.9</td>\n",
       "      <td>114.9</td>\n",
       "      <td>4.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>125</td>\n",
       "      <td>130.6</td>\n",
       "      <td>140.6</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>150</td>\n",
       "      <td>156.1</td>\n",
       "      <td>166.1</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                    8                 9.3                13.9            2.3\n",
       "1                   10                12.8                17.4            2.3\n",
       "2                   15                16.5                21.7            2.6\n",
       "3                   20                22.0                27.2            2.6\n",
       "4                   25                27.8                34.2            3.2\n",
       "5                   32                36.5                42.9            3.2\n",
       "6                   40                42.4                48.8            3.2\n",
       "7                   50                53.6                60.8            3.6\n",
       "8                   65                69.4                76.6            3.6\n",
       "9                   80                81.5                89.5            4.0\n",
       "10                 100               105.9               114.9            4.5\n",
       "11                 125               130.6               140.6            5.0\n",
       "12                 150               156.1               166.1            5.0"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/markdown": [
       "## Schedule BS1387HEAVY"
      ],
      "text/plain": [
       "<IPython.core.display.Markdown object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
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       "      <th>NPS, dimensionless</th>\n",
       "      <th>Inner diameter, mm</th>\n",
       "      <th>Outer diameter, mm</th>\n",
       "      <th>Thickness, mm</th>\n",
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       "      <th>3</th>\n",
       "      <td>20</td>\n",
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       "      <th>4</th>\n",
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       "    </tr>\n",
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       "      <th>5</th>\n",
       "      <td>32</td>\n",
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       "      <th>7</th>\n",
       "      <td>50</td>\n",
       "      <td>51.8</td>\n",
       "      <td>60.8</td>\n",
       "      <td>4.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>65</td>\n",
       "      <td>67.6</td>\n",
       "      <td>76.6</td>\n",
       "      <td>4.5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>80</td>\n",
       "      <td>79.5</td>\n",
       "      <td>89.5</td>\n",
       "      <td>5.0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>100</td>\n",
       "      <td>104.1</td>\n",
       "      <td>114.9</td>\n",
       "      <td>5.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>125</td>\n",
       "      <td>129.8</td>\n",
       "      <td>140.6</td>\n",
       "      <td>5.4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>150</td>\n",
       "      <td>155.3</td>\n",
       "      <td>166.1</td>\n",
       "      <td>5.4</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    NPS, dimensionless  Inner diameter, mm  Outer diameter, mm  Thickness, mm\n",
       "0                    8                 8.1                13.9            2.9\n",
       "1                   10                11.6                17.4            2.9\n",
       "2                   15                15.3                21.7            3.2\n",
       "3                   20                20.8                27.2            3.2\n",
       "4                   25                26.2                34.2            4.0\n",
       "5                   32                34.9                42.9            4.0\n",
       "6                   40                40.8                48.8            4.0\n",
       "7                   50                51.8                60.8            4.5\n",
       "8                   65                67.6                76.6            4.5\n",
       "9                   80                79.5                89.5            5.0\n",
       "10                 100               104.1               114.9            5.4\n",
       "11                 125               129.8               140.6            5.4\n",
       "12                 150               155.3               166.1            5.4"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for name, values in schedule_lookup.items():\n",
    "\n",
    "    display(Markdown(\"## Schedule %s\" %(name)))\n",
    "    to_df = {'NPS, dimensionless': values[0],\n",
    "          'Inner diameter, mm': values[1], 'Outer diameter, mm': values[2], 'Thickness, mm': values[3]}\n",
    "    display(pd.DataFrame(to_df))"
   ]
  }
 ],
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