data_explore-laptop.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "6"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "3+3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "data=pd.read_csv('full_TH_local_cell.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<bound method DataFrame.info of             Id     X     Y     Z  dX  dY  dZ           Kii           Kjj  \\\n",
       "0            0    25    25 -1475  50  50  50  4.660000e-17  4.390000e-17   \n",
       "1            1    75    25 -1475  50  50  50  4.490000e-17  3.820000e-17   \n",
       "2            2   125    25 -1475  50  50  50  3.710000e-17  3.000000e-17   \n",
       "3            3   175    25 -1475  50  50  50  3.940000e-17  3.210000e-17   \n",
       "4            4   225    25 -1475  50  50  50  4.640000e-17  3.930000e-17   \n",
       "5            5   275    25 -1475  50  50  50  4.730000e-17  4.510000e-17   \n",
       "6            6   325    25 -1475  50  50  50  4.730000e-17  4.080000e-17   \n",
       "7            7   375    25 -1475  50  50  50  4.510000e-17  4.200000e-17   \n",
       "8            8   425    25 -1475  50  50  50  4.020000e-17  4.030000e-17   \n",
       "9            9   475    25 -1475  50  50  50  3.550000e-17  3.560000e-17   \n",
       "10          10   525    25 -1475  50  50  50  4.190000e-17  3.660000e-17   \n",
       "11          11   575    25 -1475  50  50  50  4.790000e-17  4.230000e-17   \n",
       "12          12   625    25 -1475  50  50  50  4.240000e-17  3.820000e-17   \n",
       "13          13   675    25 -1475  50  50  50  4.330000e-17  3.860000e-17   \n",
       "14          14   725    25 -1475  50  50  50  4.480000e-17  4.450000e-17   \n",
       "15          15   775    25 -1475  50  50  50  4.850000e-17  4.270000e-17   \n",
       "16          16   825    25 -1475  50  50  50  4.800000e-17  4.280000e-17   \n",
       "17          17   875    25 -1475  50  50  50  3.590000e-17  3.630000e-17   \n",
       "18          18   925    25 -1475  50  50  50  3.420000e-17  3.910000e-17   \n",
       "19          19   975    25 -1475  50  50  50  3.710000e-17  3.610000e-17   \n",
       "20          20  1025    25 -1475  50  50  50  4.370000e-17  4.010000e-17   \n",
       "21          21  1075    25 -1475  50  50  50  4.910000e-17  5.060000e-17   \n",
       "22          22  1125    25 -1475  50  50  50  3.840000e-17  3.750000e-17   \n",
       "23          23  1175    25 -1475  50  50  50  4.360000e-17  4.960000e-17   \n",
       "24          24  1225    25 -1475  50  50  50  3.910000e-17  3.530000e-17   \n",
       "25          25  1275    25 -1475  50  50  50  3.570000e-17  3.480000e-17   \n",
       "26          26  1325    25 -1475  50  50  50  3.470000e-17  3.370000e-17   \n",
       "27          27  1375    25 -1475  50  50  50  3.200000e-17  2.910000e-17   \n",
       "28          28  1425    25 -1475  50  50  50  3.380000e-17  2.730000e-17   \n",
       "29          29  1475    25 -1475  50  50  50  3.540000e-17  3.440000e-17   \n",
       "...        ...   ...   ...   ...  ..  ..  ..           ...           ...   \n",
       "137470  137470  1025  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137471  137471  1075  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137472  137472  1125  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137473  137473  1175  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137474  137474  1225  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137475  137475  1275  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137476  137476  1325  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137477  137477  1375  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137478  137478  1425  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137479  137479  1475  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137480  137480  1525  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137481  137481  1575  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137482  137482  1625  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137483  137483  1675  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137484  137484  1725  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137485  137485  1775  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137486  137486  1825  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137487  137487  1875  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137488  137488  1925  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137489  137489  1975  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137490  137490  2025  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137491  137491  2075  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137492  137492  2125  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137493  137493  2175  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137494  137494  2225  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137495  137495  2275  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137496  137496  2325  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137497  137497  2375  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137498  137498  2425  2475  1225  50  50  50  1.000000e-11  1.000000e-11   \n",
       "137499  137499  2475  2475  1225  50  50  50  7.710000e-18  6.730000e-18   \n",
       "\n",
       "                 Kkk  porosity  density  specific_heat  \\\n",
       "0       5.170000e-17    0.0045     2640            790   \n",
       "1       4.720000e-17    0.0043     2640            790   \n",
       "2       4.240000e-17    0.0037     2640            790   \n",
       "3       4.420000e-17    0.0041     2640            790   \n",
       "4       4.420000e-17    0.0045     2640            790   \n",
       "5       4.810000e-17    0.0046     2640            790   \n",
       "6       3.980000e-17    0.0043     2640            790   \n",
       "7       3.640000e-17    0.0044     2640            790   \n",
       "8       3.580000e-17    0.0041     2640            790   \n",
       "9       3.450000e-17    0.0038     2640            790   \n",
       "10      4.030000e-17    0.0042     2640            790   \n",
       "11      4.210000e-17    0.0046     2640            790   \n",
       "12      3.860000e-17    0.0041     2640            790   \n",
       "13      4.130000e-17    0.0042     2640            790   \n",
       "14      4.900000e-17    0.0046     2640            790   \n",
       "15      5.050000e-17    0.0047     2640            790   \n",
       "16      4.320000e-17    0.0045     2640            790   \n",
       "17      3.370000e-17    0.0037     2640            790   \n",
       "18      3.520000e-17    0.0036     2640            790   \n",
       "19      3.610000e-17    0.0036     2640            790   \n",
       "20      4.550000e-17    0.0044     2640            790   \n",
       "21      5.430000e-17    0.0052     2640            790   \n",
       "22      4.120000e-17    0.0041     2640            790   \n",
       "23      5.320000e-17    0.0049     2640            790   \n",
       "24      4.390000e-17    0.0040     2640            790   \n",
       "25      4.470000e-17    0.0038     2640            790   \n",
       "26      4.010000e-17    0.0036     2640            790   \n",
       "27      3.080000e-17    0.0033     2640            790   \n",
       "28      3.020000e-17    0.0032     2640            790   \n",
       "29      3.230000e-17    0.0035     2640            790   \n",
       "...              ...       ...      ...            ...   \n",
       "137470  1.000000e-11    0.2500     2400            830   \n",
       "137471  1.000000e-11    0.2500     2400            830   \n",
       "137472  1.000000e-11    0.2500     2400            830   \n",
       "137473  1.000000e-11    0.2500     2400            830   \n",
       "137474  1.000000e-11    0.2500     2400            830   \n",
       "137475  1.000000e-11    0.2500     2400            830   \n",
       "137476  1.000000e-11    0.2500     2400            830   \n",
       "137477  1.000000e-11    0.2500     2400            830   \n",
       "137478  1.000000e-11    0.2500     2400            830   \n",
       "137479  1.000000e-11    0.2500     2400            830   \n",
       "137480  1.000000e-11    0.2500     2400            830   \n",
       "137481  1.000000e-11    0.2500     2400            830   \n",
       "137482  1.000000e-11    0.2500     2400            830   \n",
       "137483  1.000000e-11    0.2500     2400            830   \n",
       "137484  1.000000e-11    0.2500     2400            830   \n",
       "137485  1.000000e-11    0.2500     2400            830   \n",
       "137486  1.000000e-11    0.2500     2400            830   \n",
       "137487  1.000000e-11    0.2500     2400            830   \n",
       "137488  1.000000e-11    0.2500     2400            830   \n",
       "137489  1.000000e-11    0.2500     2400            830   \n",
       "137490  1.000000e-11    0.2500     2400            830   \n",
       "137491  1.000000e-11    0.2500     2400            830   \n",
       "137492  1.000000e-11    0.2500     2400            830   \n",
       "137493  1.000000e-11    0.2500     2400            830   \n",
       "137494  1.000000e-11    0.2500     2400            830   \n",
       "137495  1.000000e-11    0.2500     2400            830   \n",
       "137496  1.000000e-11    0.2500     2400            830   \n",
       "137497  1.000000e-11    0.2500     2400            830   \n",
       "137498  1.000000e-11    0.2500     2400            830   \n",
       "137499  9.590000e-18    0.0008     2640            790   \n",
       "\n",
       "        thermal_conductivity_i  thermal_conductivity_j  \\\n",
       "0                          3.1                     3.1   \n",
       "1                          3.1                     3.1   \n",
       "2                          3.1                     3.1   \n",
       "3                          3.1                     3.1   \n",
       "4                          3.1                     3.1   \n",
       "5                          3.1                     3.1   \n",
       "6                          3.1                     3.1   \n",
       "7                          3.1                     3.1   \n",
       "8                          3.1                     3.1   \n",
       "9                          3.1                     3.1   \n",
       "10                         3.1                     3.1   \n",
       "11                         3.1                     3.1   \n",
       "12                         3.1                     3.1   \n",
       "13                         3.1                     3.1   \n",
       "14                         3.1                     3.1   \n",
       "15                         3.1                     3.1   \n",
       "16                         3.1                     3.1   \n",
       "17                         3.1                     3.1   \n",
       "18                         3.1                     3.1   \n",
       "19                         3.1                     3.1   \n",
       "20                         3.1                     3.1   \n",
       "21                         3.1                     3.1   \n",
       "22                         3.1                     3.1   \n",
       "23                         3.1                     3.1   \n",
       "24                         3.1                     3.1   \n",
       "25                         3.1                     3.1   \n",
       "26                         3.1                     3.1   \n",
       "27                         3.1                     3.1   \n",
       "28                         3.1                     3.1   \n",
       "29                         3.1                     3.1   \n",
       "...                        ...                     ...   \n",
       "137470                     2.0                     2.0   \n",
       "137471                     2.0                     2.0   \n",
       "137472                     2.0                     2.0   \n",
       "137473                     2.0                     2.0   \n",
       "137474                     2.0                     2.0   \n",
       "137475                     2.0                     2.0   \n",
       "137476                     2.0                     2.0   \n",
       "137477                     2.0                     2.0   \n",
       "137478                     2.0                     2.0   \n",
       "137479                     2.0                     2.0   \n",
       "137480                     2.0                     2.0   \n",
       "137481                     2.0                     2.0   \n",
       "137482                     2.0                     2.0   \n",
       "137483                     2.0                     2.0   \n",
       "137484                     2.0                     2.0   \n",
       "137485                     2.0                     2.0   \n",
       "137486                     2.0                     2.0   \n",
       "137487                     2.0                     2.0   \n",
       "137488                     2.0                     2.0   \n",
       "137489                     2.0                     2.0   \n",
       "137490                     2.0                     2.0   \n",
       "137491                     2.0                     2.0   \n",
       "137492                     2.0                     2.0   \n",
       "137493                     2.0                     2.0   \n",
       "137494                     2.0                     2.0   \n",
       "137495                     2.0                     2.0   \n",
       "137496                     2.0                     2.0   \n",
       "137497                     2.0                     2.0   \n",
       "137498                     2.0                     2.0   \n",
       "137499                     3.1                     3.1   \n",
       "\n",
       "        thermal_conductivity_k  block  \n",
       "0                          3.1      1  \n",
       "1                          3.1      1  \n",
       "2                          3.1      1  \n",
       "3                          3.1      1  \n",
       "4                          3.1      1  \n",
       "5                          3.1      1  \n",
       "6                          3.1      1  \n",
       "7                          3.1      1  \n",
       "8                          3.1      1  \n",
       "9                          3.1      1  \n",
       "10                         3.1      1  \n",
       "11                         3.1      1  \n",
       "12                         3.1      1  \n",
       "13                         3.1      1  \n",
       "14                         3.1      1  \n",
       "15                         3.1      1  \n",
       "16                         3.1      1  \n",
       "17                         3.1      1  \n",
       "18                         3.1      1  \n",
       "19                         3.1      1  \n",
       "20                         3.1      1  \n",
       "21                         3.1      1  \n",
       "22                         3.1      1  \n",
       "23                         3.1      1  \n",
       "24                         3.1      1  \n",
       "25                         3.1      1  \n",
       "26                         3.1      1  \n",
       "27                         3.1      1  \n",
       "28                         3.1      1  \n",
       "29                         3.1      1  \n",
       "...                        ...    ...  \n",
       "137470                     2.0      0  \n",
       "137471                     2.0      0  \n",
       "137472                     2.0      0  \n",
       "137473                     2.0      0  \n",
       "137474                     2.0      0  \n",
       "137475                     2.0      0  \n",
       "137476                     2.0      0  \n",
       "137477                     2.0      0  \n",
       "137478                     2.0      0  \n",
       "137479                     2.0      0  \n",
       "137480                     2.0      0  \n",
       "137481                     2.0      0  \n",
       "137482                     2.0      0  \n",
       "137483                     2.0      0  \n",
       "137484                     2.0      0  \n",
       "137485                     2.0      0  \n",
       "137486                     2.0      0  \n",
       "137487                     2.0      0  \n",
       "137488                     2.0      0  \n",
       "137489                     2.0      0  \n",
       "137490                     2.0      0  \n",
       "137491                     2.0      0  \n",
       "137492                     2.0      0  \n",
       "137493                     2.0      0  \n",
       "137494                     2.0      0  \n",
       "137495                     2.0      0  \n",
       "137496                     2.0      0  \n",
       "137497                     2.0      0  \n",
       "137498                     2.0      0  \n",
       "137499                     3.1      1  \n",
       "\n",
       "[137500 rows x 17 columns]>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.info"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Id</th>\n",
       "      <th>X</th>\n",
       "      <th>Y</th>\n",
       "      <th>Z</th>\n",
       "      <th>dX</th>\n",
       "      <th>dY</th>\n",
       "      <th>dZ</th>\n",
       "      <th>Kii</th>\n",
       "      <th>Kjj</th>\n",
       "      <th>Kkk</th>\n",
       "      <th>porosity</th>\n",
       "      <th>density</th>\n",
       "      <th>specific_heat</th>\n",
       "      <th>thermal_conductivity_i</th>\n",
       "      <th>thermal_conductivity_j</th>\n",
       "      <th>thermal_conductivity_k</th>\n",
       "      <th>block</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>137500.000000</td>\n",
       "      <td>137500.000000</td>\n",
       "      <td>137500.000000</td>\n",
       "      <td>137500.00000</td>\n",
       "      <td>137500.0</td>\n",
       "      <td>137500.0</td>\n",
       "      <td>137500.0</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>137500.000000</td>\n",
       "      <td>137500.000000</td>\n",
       "      <td>137500.00000</td>\n",
       "      <td>137500.00000</td>\n",
       "      <td>137500.00000</td>\n",
       "      <td>137500.00000</td>\n",
       "      <td>137500.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>68749.500000</td>\n",
       "      <td>1250.000000</td>\n",
       "      <td>1250.000000</td>\n",
       "      <td>-125.00000</td>\n",
       "      <td>50.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>2.860046e-12</td>\n",
       "      <td>2.860046e-12</td>\n",
       "      <td>2.860049e-12</td>\n",
       "      <td>0.076118</td>\n",
       "      <td>2571.360000</td>\n",
       "      <td>801.44000</td>\n",
       "      <td>2.78540</td>\n",
       "      <td>2.78540</td>\n",
       "      <td>2.78540</td>\n",
       "      <td>0.714000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>39692.975344</td>\n",
       "      <td>721.546108</td>\n",
       "      <td>721.546108</td>\n",
       "      <td>793.72828</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>4.518881e-12</td>\n",
       "      <td>4.518881e-12</td>\n",
       "      <td>4.518879e-12</td>\n",
       "      <td>0.110053</td>\n",
       "      <td>108.453842</td>\n",
       "      <td>18.07564</td>\n",
       "      <td>0.49708</td>\n",
       "      <td>0.49708</td>\n",
       "      <td>0.49708</td>\n",
       "      <td>0.451891</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>25.000000</td>\n",
       "      <td>25.000000</td>\n",
       "      <td>-1475.00000</td>\n",
       "      <td>50.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>6.920000e-18</td>\n",
       "      <td>4.480000e-18</td>\n",
       "      <td>6.160000e-18</td>\n",
       "      <td>0.000600</td>\n",
       "      <td>2400.000000</td>\n",
       "      <td>790.00000</td>\n",
       "      <td>2.00000</td>\n",
       "      <td>2.00000</td>\n",
       "      <td>2.00000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>34374.750000</td>\n",
       "      <td>625.000000</td>\n",
       "      <td>625.000000</td>\n",
       "      <td>-825.00000</td>\n",
       "      <td>50.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>6.290000e-17</td>\n",
       "      <td>6.250000e-17</td>\n",
       "      <td>6.750000e-17</td>\n",
       "      <td>0.006400</td>\n",
       "      <td>2400.000000</td>\n",
       "      <td>790.00000</td>\n",
       "      <td>2.00000</td>\n",
       "      <td>2.00000</td>\n",
       "      <td>2.00000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>68749.500000</td>\n",
       "      <td>1250.000000</td>\n",
       "      <td>1250.000000</td>\n",
       "      <td>-125.00000</td>\n",
       "      <td>50.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>7.020000e-17</td>\n",
       "      <td>6.990000e-17</td>\n",
       "      <td>7.530000e-17</td>\n",
       "      <td>0.007000</td>\n",
       "      <td>2640.000000</td>\n",
       "      <td>790.00000</td>\n",
       "      <td>3.10000</td>\n",
       "      <td>3.10000</td>\n",
       "      <td>3.10000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>103124.250000</td>\n",
       "      <td>1875.000000</td>\n",
       "      <td>1875.000000</td>\n",
       "      <td>575.00000</td>\n",
       "      <td>50.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>1.000000e-11</td>\n",
       "      <td>1.000000e-11</td>\n",
       "      <td>1.000000e-11</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>2640.000000</td>\n",
       "      <td>830.00000</td>\n",
       "      <td>3.10000</td>\n",
       "      <td>3.10000</td>\n",
       "      <td>3.10000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>137499.000000</td>\n",
       "      <td>2475.000000</td>\n",
       "      <td>2475.000000</td>\n",
       "      <td>1225.00000</td>\n",
       "      <td>50.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>50.0</td>\n",
       "      <td>1.000000e-11</td>\n",
       "      <td>1.000000e-11</td>\n",
       "      <td>1.000000e-11</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>2640.000000</td>\n",
       "      <td>830.00000</td>\n",
       "      <td>3.10000</td>\n",
       "      <td>3.10000</td>\n",
       "      <td>3.10000</td>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                  Id              X              Y             Z        dX  \\\n",
       "count  137500.000000  137500.000000  137500.000000  137500.00000  137500.0   \n",
       "mean    68749.500000    1250.000000    1250.000000    -125.00000      50.0   \n",
       "std     39692.975344     721.546108     721.546108     793.72828       0.0   \n",
       "min         0.000000      25.000000      25.000000   -1475.00000      50.0   \n",
       "25%     34374.750000     625.000000     625.000000    -825.00000      50.0   \n",
       "50%     68749.500000    1250.000000    1250.000000    -125.00000      50.0   \n",
       "75%    103124.250000    1875.000000    1875.000000     575.00000      50.0   \n",
       "max    137499.000000    2475.000000    2475.000000    1225.00000      50.0   \n",
       "\n",
       "             dY        dZ           Kii           Kjj           Kkk  \\\n",
       "count  137500.0  137500.0  1.375000e+05  1.375000e+05  1.375000e+05   \n",
       "mean       50.0      50.0  2.860046e-12  2.860046e-12  2.860049e-12   \n",
       "std         0.0       0.0  4.518881e-12  4.518881e-12  4.518879e-12   \n",
       "min        50.0      50.0  6.920000e-18  4.480000e-18  6.160000e-18   \n",
       "25%        50.0      50.0  6.290000e-17  6.250000e-17  6.750000e-17   \n",
       "50%        50.0      50.0  7.020000e-17  6.990000e-17  7.530000e-17   \n",
       "75%        50.0      50.0  1.000000e-11  1.000000e-11  1.000000e-11   \n",
       "max        50.0      50.0  1.000000e-11  1.000000e-11  1.000000e-11   \n",
       "\n",
       "            porosity        density  specific_heat  thermal_conductivity_i  \\\n",
       "count  137500.000000  137500.000000   137500.00000            137500.00000   \n",
       "mean        0.076118    2571.360000      801.44000                 2.78540   \n",
       "std         0.110053     108.453842       18.07564                 0.49708   \n",
       "min         0.000600    2400.000000      790.00000                 2.00000   \n",
       "25%         0.006400    2400.000000      790.00000                 2.00000   \n",
       "50%         0.007000    2640.000000      790.00000                 3.10000   \n",
       "75%         0.250000    2640.000000      830.00000                 3.10000   \n",
       "max         0.250000    2640.000000      830.00000                 3.10000   \n",
       "\n",
       "       thermal_conductivity_j  thermal_conductivity_k          block  \n",
       "count            137500.00000            137500.00000  137500.000000  \n",
       "mean                  2.78540                 2.78540       0.714000  \n",
       "std                   0.49708                 0.49708       0.451891  \n",
       "min                   2.00000                 2.00000       0.000000  \n",
       "25%                   2.00000                 2.00000       0.000000  \n",
       "50%                   3.10000                 3.10000       1.000000  \n",
       "75%                   3.10000                 3.10000       1.000000  \n",
       "max                   3.10000                 3.10000       1.000000  "
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 137500 entries, 0 to 137499\n",
      "Data columns (total 17 columns):\n",
      "Id                        137500 non-null int64\n",
      "X                         137500 non-null int64\n",
      "Y                         137500 non-null int64\n",
      "Z                         137500 non-null int64\n",
      "dX                        137500 non-null int64\n",
      "dY                        137500 non-null int64\n",
      "dZ                        137500 non-null int64\n",
      "Kii                       137500 non-null float64\n",
      "Kjj                       137500 non-null float64\n",
      "Kkk                       137500 non-null float64\n",
      "porosity                  137500 non-null float64\n",
      "density                   137500 non-null int64\n",
      "specific_heat             137500 non-null int64\n",
      "thermal_conductivity_i    137500 non-null float64\n",
      "thermal_conductivity_j    137500 non-null float64\n",
      "thermal_conductivity_k    137500 non-null float64\n",
      "block                     137500 non-null int64\n",
      "dtypes: float64(7), int64(10)\n",
      "memory usage: 17.8 MB\n"
     ]
    }
   ],
   "source": [
    "data.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "data2 = pd.read_csv('DFN_Upscaled_Properties.csv')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "\n",
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       "    }\n",
       "\n",
       "    .dataframe thead th {\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>x</th>\n",
       "      <th>y</th>\n",
       "      <th>z</th>\n",
       "      <th>Compressibility[1/kPa]</th>\n",
       "      <th>Oda_Kii[m2]</th>\n",
       "      <th>Oda_Kij[m2]</th>\n",
       "      <th>Oda_Kjj[m2]</th>\n",
       "      <th>Oda_Kjk[m2]</th>\n",
       "      <th>Oda_Kki[m2]</th>\n",
       "      <th>Oda_Kkk[m2]</th>\n",
       "      <th>poro</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>137500.000000</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>137500.00000</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>137500.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>334991.241900</td>\n",
       "      <td>4.263425e+06</td>\n",
       "      <td>-125.00000</td>\n",
       "      <td>3.347121e-08</td>\n",
       "      <td>4.602977e-17</td>\n",
       "      <td>-9.238418e-19</td>\n",
       "      <td>4.580077e-17</td>\n",
       "      <td>4.393054e-18</td>\n",
       "      <td>-5.375653e-18</td>\n",
       "      <td>4.942687e-17</td>\n",
       "      <td>0.004623</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>721.546109</td>\n",
       "      <td>7.215461e+02</td>\n",
       "      <td>793.72828</td>\n",
       "      <td>2.205339e-08</td>\n",
       "      <td>3.055819e-17</td>\n",
       "      <td>2.121389e-18</td>\n",
       "      <td>3.044376e-17</td>\n",
       "      <td>3.347615e-18</td>\n",
       "      <td>4.088379e-18</td>\n",
       "      <td>3.277132e-17</td>\n",
       "      <td>0.003046</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>333363.307500</td>\n",
       "      <td>4.261797e+06</td>\n",
       "      <td>-1475.00000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>-1.330000e-17</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>-2.350000e-18</td>\n",
       "      <td>-2.220000e-17</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>334425.379925</td>\n",
       "      <td>4.262859e+06</td>\n",
       "      <td>-825.00000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>-2.190000e-18</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>-8.540000e-18</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>334991.241900</td>\n",
       "      <td>4.263425e+06</td>\n",
       "      <td>-125.00000</td>\n",
       "      <td>4.540000e-08</td>\n",
       "      <td>6.150000e-17</td>\n",
       "      <td>-3.745000e-21</td>\n",
       "      <td>6.110000e-17</td>\n",
       "      <td>4.990000e-18</td>\n",
       "      <td>-6.110000e-18</td>\n",
       "      <td>6.610000e-17</td>\n",
       "      <td>0.006267</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>335557.103875</td>\n",
       "      <td>4.263990e+06</td>\n",
       "      <td>575.00000</td>\n",
       "      <td>5.000000e-08</td>\n",
       "      <td>6.910000e-17</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>6.880000e-17</td>\n",
       "      <td>6.990000e-18</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>7.410000e-17</td>\n",
       "      <td>0.006901</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>336619.176400</td>\n",
       "      <td>4.265052e+06</td>\n",
       "      <td>1225.00000</td>\n",
       "      <td>8.510000e-08</td>\n",
       "      <td>1.200000e-16</td>\n",
       "      <td>8.490000e-18</td>\n",
       "      <td>1.280000e-16</td>\n",
       "      <td>1.630000e-17</td>\n",
       "      <td>5.830000e-18</td>\n",
       "      <td>1.100000e-16</td>\n",
       "      <td>0.011759</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                   x             y             z  Compressibility[1/kPa]  \\\n",
       "count  137500.000000  1.375000e+05  137500.00000            1.375000e+05   \n",
       "mean   334991.241900  4.263425e+06    -125.00000            3.347121e-08   \n",
       "std       721.546109  7.215461e+02     793.72828            2.205339e-08   \n",
       "min    333363.307500  4.261797e+06   -1475.00000            0.000000e+00   \n",
       "25%    334425.379925  4.262859e+06    -825.00000            0.000000e+00   \n",
       "50%    334991.241900  4.263425e+06    -125.00000            4.540000e-08   \n",
       "75%    335557.103875  4.263990e+06     575.00000            5.000000e-08   \n",
       "max    336619.176400  4.265052e+06    1225.00000            8.510000e-08   \n",
       "\n",
       "        Oda_Kii[m2]   Oda_Kij[m2]   Oda_Kjj[m2]   Oda_Kjk[m2]   Oda_Kki[m2]  \\\n",
       "count  1.375000e+05  1.375000e+05  1.375000e+05  1.375000e+05  1.375000e+05   \n",
       "mean   4.602977e-17 -9.238418e-19  4.580077e-17  4.393054e-18 -5.375653e-18   \n",
       "std    3.055819e-17  2.121389e-18  3.044376e-17  3.347615e-18  4.088379e-18   \n",
       "min    0.000000e+00 -1.330000e-17  0.000000e+00 -2.350000e-18 -2.220000e-17   \n",
       "25%    0.000000e+00 -2.190000e-18  0.000000e+00  0.000000e+00 -8.540000e-18   \n",
       "50%    6.150000e-17 -3.745000e-21  6.110000e-17  4.990000e-18 -6.110000e-18   \n",
       "75%    6.910000e-17  0.000000e+00  6.880000e-17  6.990000e-18  0.000000e+00   \n",
       "max    1.200000e-16  8.490000e-18  1.280000e-16  1.630000e-17  5.830000e-18   \n",
       "\n",
       "        Oda_Kkk[m2]           poro  \n",
       "count  1.375000e+05  137500.000000  \n",
       "mean   4.942687e-17       0.004623  \n",
       "std    3.277132e-17       0.003046  \n",
       "min    0.000000e+00       0.000000  \n",
       "25%    0.000000e+00       0.000000  \n",
       "50%    6.610000e-17       0.006267  \n",
       "75%    7.410000e-17       0.006901  \n",
       "max    1.100000e-16       0.011759  "
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data2.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "data2 = pd.read_csv('DFN_Upscaled_Properties.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>x</th>\n",
       "      <th>y</th>\n",
       "      <th>z</th>\n",
       "      <th>Compressibility[1/kPa]</th>\n",
       "      <th>Oda_Kii[m2]</th>\n",
       "      <th>Oda_Kij[m2]</th>\n",
       "      <th>Oda_Kjj[m2]</th>\n",
       "      <th>Oda_Kjk[m2]</th>\n",
       "      <th>Oda_Kki[m2]</th>\n",
       "      <th>Oda_Kkk[m2]</th>\n",
       "      <th>poro</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>137500.000000</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>137500.00000</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>137500.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>334991.241900</td>\n",
       "      <td>4.263425e+06</td>\n",
       "      <td>-125.00000</td>\n",
       "      <td>3.347121e-08</td>\n",
       "      <td>4.602977e-17</td>\n",
       "      <td>-9.238418e-19</td>\n",
       "      <td>4.580077e-17</td>\n",
       "      <td>4.393054e-18</td>\n",
       "      <td>-5.375653e-18</td>\n",
       "      <td>4.942687e-17</td>\n",
       "      <td>0.004623</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>721.546109</td>\n",
       "      <td>7.215461e+02</td>\n",
       "      <td>793.72828</td>\n",
       "      <td>2.205339e-08</td>\n",
       "      <td>3.055819e-17</td>\n",
       "      <td>2.121389e-18</td>\n",
       "      <td>3.044376e-17</td>\n",
       "      <td>3.347615e-18</td>\n",
       "      <td>4.088379e-18</td>\n",
       "      <td>3.277132e-17</td>\n",
       "      <td>0.003046</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>333363.307500</td>\n",
       "      <td>4.261797e+06</td>\n",
       "      <td>-1475.00000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>-1.330000e-17</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>-2.350000e-18</td>\n",
       "      <td>-2.220000e-17</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>334425.379925</td>\n",
       "      <td>4.262859e+06</td>\n",
       "      <td>-825.00000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>-2.190000e-18</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>-8.540000e-18</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>334991.241900</td>\n",
       "      <td>4.263425e+06</td>\n",
       "      <td>-125.00000</td>\n",
       "      <td>4.540000e-08</td>\n",
       "      <td>6.150000e-17</td>\n",
       "      <td>-3.745000e-21</td>\n",
       "      <td>6.110000e-17</td>\n",
       "      <td>4.990000e-18</td>\n",
       "      <td>-6.110000e-18</td>\n",
       "      <td>6.610000e-17</td>\n",
       "      <td>0.006267</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>335557.103875</td>\n",
       "      <td>4.263990e+06</td>\n",
       "      <td>575.00000</td>\n",
       "      <td>5.000000e-08</td>\n",
       "      <td>6.910000e-17</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>6.880000e-17</td>\n",
       "      <td>6.990000e-18</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>7.410000e-17</td>\n",
       "      <td>0.006901</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>336619.176400</td>\n",
       "      <td>4.265052e+06</td>\n",
       "      <td>1225.00000</td>\n",
       "      <td>8.510000e-08</td>\n",
       "      <td>1.200000e-16</td>\n",
       "      <td>8.490000e-18</td>\n",
       "      <td>1.280000e-16</td>\n",
       "      <td>1.630000e-17</td>\n",
       "      <td>5.830000e-18</td>\n",
       "      <td>1.100000e-16</td>\n",
       "      <td>0.011759</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                   x             y             z  Compressibility[1/kPa]  \\\n",
       "count  137500.000000  1.375000e+05  137500.00000            1.375000e+05   \n",
       "mean   334991.241900  4.263425e+06    -125.00000            3.347121e-08   \n",
       "std       721.546109  7.215461e+02     793.72828            2.205339e-08   \n",
       "min    333363.307500  4.261797e+06   -1475.00000            0.000000e+00   \n",
       "25%    334425.379925  4.262859e+06    -825.00000            0.000000e+00   \n",
       "50%    334991.241900  4.263425e+06    -125.00000            4.540000e-08   \n",
       "75%    335557.103875  4.263990e+06     575.00000            5.000000e-08   \n",
       "max    336619.176400  4.265052e+06    1225.00000            8.510000e-08   \n",
       "\n",
       "        Oda_Kii[m2]   Oda_Kij[m2]   Oda_Kjj[m2]   Oda_Kjk[m2]   Oda_Kki[m2]  \\\n",
       "count  1.375000e+05  1.375000e+05  1.375000e+05  1.375000e+05  1.375000e+05   \n",
       "mean   4.602977e-17 -9.238418e-19  4.580077e-17  4.393054e-18 -5.375653e-18   \n",
       "std    3.055819e-17  2.121389e-18  3.044376e-17  3.347615e-18  4.088379e-18   \n",
       "min    0.000000e+00 -1.330000e-17  0.000000e+00 -2.350000e-18 -2.220000e-17   \n",
       "25%    0.000000e+00 -2.190000e-18  0.000000e+00  0.000000e+00 -8.540000e-18   \n",
       "50%    6.150000e-17 -3.745000e-21  6.110000e-17  4.990000e-18 -6.110000e-18   \n",
       "75%    6.910000e-17  0.000000e+00  6.880000e-17  6.990000e-18  0.000000e+00   \n",
       "max    1.200000e-16  8.490000e-18  1.280000e-16  1.630000e-17  5.830000e-18   \n",
       "\n",
       "        Oda_Kkk[m2]           poro  \n",
       "count  1.375000e+05  137500.000000  \n",
       "mean   4.942687e-17       0.004623  \n",
       "std    3.277132e-17       0.003046  \n",
       "min    0.000000e+00       0.000000  \n",
       "25%    0.000000e+00       0.000000  \n",
       "50%    6.610000e-17       0.006267  \n",
       "75%    7.410000e-17       0.006901  \n",
       "max    1.100000e-16       0.011759  "
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data2.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "\n",
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       "        vertical-align: top;\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>x</th>\n",
       "      <th>y</th>\n",
       "      <th>z</th>\n",
       "      <th>Compressibility[1/kPa]</th>\n",
       "      <th>Oda_Kii[m2]</th>\n",
       "      <th>Oda_Kij[m2]</th>\n",
       "      <th>Oda_Kjj[m2]</th>\n",
       "      <th>Oda_Kjk[m2]</th>\n",
       "      <th>Oda_Kki[m2]</th>\n",
       "      <th>Oda_Kkk[m2]</th>\n",
       "      <th>poro</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-75</td>\n",
       "      <td>2.190000e-08</td>\n",
       "      <td>2.640000e-17</td>\n",
       "      <td>1.170000e-19</td>\n",
       "      <td>2.760000e-17</td>\n",
       "      <td>1.800000e-18</td>\n",
       "      <td>-3.640000e-18</td>\n",
       "      <td>3.170000e-17</td>\n",
       "      <td>0.003025</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-125</td>\n",
       "      <td>2.630000e-08</td>\n",
       "      <td>3.550000e-17</td>\n",
       "      <td>1.600000e-18</td>\n",
       "      <td>3.540000e-17</td>\n",
       "      <td>1.340000e-18</td>\n",
       "      <td>-2.930000e-18</td>\n",
       "      <td>3.600000e-17</td>\n",
       "      <td>0.003626</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-175</td>\n",
       "      <td>2.350000e-08</td>\n",
       "      <td>2.930000e-17</td>\n",
       "      <td>2.240000e-18</td>\n",
       "      <td>2.740000e-17</td>\n",
       "      <td>1.410000e-18</td>\n",
       "      <td>-1.060000e-18</td>\n",
       "      <td>3.440000e-17</td>\n",
       "      <td>0.003244</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-225</td>\n",
       "      <td>2.090000e-08</td>\n",
       "      <td>2.490000e-17</td>\n",
       "      <td>2.330000e-18</td>\n",
       "      <td>2.800000e-17</td>\n",
       "      <td>3.550000e-18</td>\n",
       "      <td>-4.420000e-18</td>\n",
       "      <td>3.050000e-17</td>\n",
       "      <td>0.002881</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-275</td>\n",
       "      <td>1.910000e-08</td>\n",
       "      <td>2.410000e-17</td>\n",
       "      <td>1.830000e-18</td>\n",
       "      <td>2.970000e-17</td>\n",
       "      <td>1.660000e-18</td>\n",
       "      <td>-3.280000e-18</td>\n",
       "      <td>2.540000e-17</td>\n",
       "      <td>0.002642</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-325</td>\n",
       "      <td>2.590000e-08</td>\n",
       "      <td>3.030000e-17</td>\n",
       "      <td>1.260000e-18</td>\n",
       "      <td>3.730000e-17</td>\n",
       "      <td>4.110000e-18</td>\n",
       "      <td>-4.980000e-18</td>\n",
       "      <td>3.680000e-17</td>\n",
       "      <td>0.003579</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-375</td>\n",
       "      <td>2.390000e-08</td>\n",
       "      <td>2.750000e-17</td>\n",
       "      <td>9.070000e-19</td>\n",
       "      <td>3.450000e-17</td>\n",
       "      <td>7.160000e-19</td>\n",
       "      <td>-7.070000e-18</td>\n",
       "      <td>3.290000e-17</td>\n",
       "      <td>0.003301</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-425</td>\n",
       "      <td>2.470000e-08</td>\n",
       "      <td>3.450000e-17</td>\n",
       "      <td>2.640000e-18</td>\n",
       "      <td>3.480000e-17</td>\n",
       "      <td>2.700000e-18</td>\n",
       "      <td>-8.180000e-18</td>\n",
       "      <td>3.360000e-17</td>\n",
       "      <td>0.003408</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-475</td>\n",
       "      <td>2.340000e-08</td>\n",
       "      <td>2.780000e-17</td>\n",
       "      <td>9.050000e-19</td>\n",
       "      <td>3.210000e-17</td>\n",
       "      <td>3.210000e-18</td>\n",
       "      <td>-4.630000e-18</td>\n",
       "      <td>3.660000e-17</td>\n",
       "      <td>0.003232</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-525</td>\n",
       "      <td>2.620000e-08</td>\n",
       "      <td>3.320000e-17</td>\n",
       "      <td>2.610000e-18</td>\n",
       "      <td>3.780000e-17</td>\n",
       "      <td>3.660000e-18</td>\n",
       "      <td>-6.160000e-18</td>\n",
       "      <td>3.930000e-17</td>\n",
       "      <td>0.003622</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-575</td>\n",
       "      <td>2.150000e-08</td>\n",
       "      <td>3.000000e-17</td>\n",
       "      <td>3.100000e-18</td>\n",
       "      <td>2.960000e-17</td>\n",
       "      <td>3.290000e-18</td>\n",
       "      <td>-5.370000e-18</td>\n",
       "      <td>3.220000e-17</td>\n",
       "      <td>0.002975</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-625</td>\n",
       "      <td>2.120000e-08</td>\n",
       "      <td>2.740000e-17</td>\n",
       "      <td>3.770000e-18</td>\n",
       "      <td>2.950000e-17</td>\n",
       "      <td>3.440000e-18</td>\n",
       "      <td>-6.700000e-18</td>\n",
       "      <td>3.140000e-17</td>\n",
       "      <td>0.002929</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-675</td>\n",
       "      <td>1.910000e-08</td>\n",
       "      <td>2.510000e-17</td>\n",
       "      <td>2.540000e-18</td>\n",
       "      <td>2.500000e-17</td>\n",
       "      <td>3.290000e-18</td>\n",
       "      <td>-3.190000e-18</td>\n",
       "      <td>2.770000e-17</td>\n",
       "      <td>0.002632</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-725</td>\n",
       "      <td>2.230000e-08</td>\n",
       "      <td>2.830000e-17</td>\n",
       "      <td>1.480000e-18</td>\n",
       "      <td>3.290000e-17</td>\n",
       "      <td>4.910000e-18</td>\n",
       "      <td>-3.600000e-18</td>\n",
       "      <td>3.110000e-17</td>\n",
       "      <td>0.003080</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-775</td>\n",
       "      <td>2.500000e-08</td>\n",
       "      <td>3.210000e-17</td>\n",
       "      <td>1.900000e-18</td>\n",
       "      <td>3.380000e-17</td>\n",
       "      <td>4.660000e-18</td>\n",
       "      <td>-6.350000e-18</td>\n",
       "      <td>3.330000e-17</td>\n",
       "      <td>0.003451</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-825</td>\n",
       "      <td>2.530000e-08</td>\n",
       "      <td>3.200000e-17</td>\n",
       "      <td>1.420000e-18</td>\n",
       "      <td>2.930000e-17</td>\n",
       "      <td>4.130000e-18</td>\n",
       "      <td>-6.180000e-18</td>\n",
       "      <td>3.350000e-17</td>\n",
       "      <td>0.003498</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-875</td>\n",
       "      <td>2.260000e-08</td>\n",
       "      <td>2.840000e-17</td>\n",
       "      <td>2.990000e-18</td>\n",
       "      <td>2.820000e-17</td>\n",
       "      <td>3.430000e-18</td>\n",
       "      <td>-5.090000e-18</td>\n",
       "      <td>2.750000e-17</td>\n",
       "      <td>0.003117</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-925</td>\n",
       "      <td>1.940000e-08</td>\n",
       "      <td>2.090000e-17</td>\n",
       "      <td>2.850000e-18</td>\n",
       "      <td>2.850000e-17</td>\n",
       "      <td>1.540000e-18</td>\n",
       "      <td>-2.180000e-18</td>\n",
       "      <td>2.500000e-17</td>\n",
       "      <td>0.002684</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-975</td>\n",
       "      <td>2.180000e-08</td>\n",
       "      <td>2.810000e-17</td>\n",
       "      <td>2.030000e-18</td>\n",
       "      <td>3.230000e-17</td>\n",
       "      <td>9.790000e-19</td>\n",
       "      <td>-8.300000e-20</td>\n",
       "      <td>2.690000e-17</td>\n",
       "      <td>0.003009</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-1025</td>\n",
       "      <td>2.190000e-08</td>\n",
       "      <td>2.450000e-17</td>\n",
       "      <td>2.110000e-18</td>\n",
       "      <td>2.890000e-17</td>\n",
       "      <td>1.060000e-18</td>\n",
       "      <td>-3.590000e-18</td>\n",
       "      <td>3.140000e-17</td>\n",
       "      <td>0.003026</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-1075</td>\n",
       "      <td>2.770000e-08</td>\n",
       "      <td>3.630000e-17</td>\n",
       "      <td>5.960000e-20</td>\n",
       "      <td>3.440000e-17</td>\n",
       "      <td>4.260000e-18</td>\n",
       "      <td>-4.760000e-18</td>\n",
       "      <td>3.930000e-17</td>\n",
       "      <td>0.003821</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-1125</td>\n",
       "      <td>3.110000e-08</td>\n",
       "      <td>4.270000e-17</td>\n",
       "      <td>-6.190000e-19</td>\n",
       "      <td>3.960000e-17</td>\n",
       "      <td>6.220000e-18</td>\n",
       "      <td>-4.750000e-18</td>\n",
       "      <td>4.550000e-17</td>\n",
       "      <td>0.004298</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-1175</td>\n",
       "      <td>2.580000e-08</td>\n",
       "      <td>3.630000e-17</td>\n",
       "      <td>1.140000e-18</td>\n",
       "      <td>3.330000e-17</td>\n",
       "      <td>1.640000e-18</td>\n",
       "      <td>-2.210000e-18</td>\n",
       "      <td>3.570000e-17</td>\n",
       "      <td>0.003558</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-1225</td>\n",
       "      <td>2.150000e-08</td>\n",
       "      <td>2.730000e-17</td>\n",
       "      <td>2.880000e-18</td>\n",
       "      <td>2.720000e-17</td>\n",
       "      <td>2.540000e-18</td>\n",
       "      <td>-6.390000e-18</td>\n",
       "      <td>3.070000e-17</td>\n",
       "      <td>0.002970</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-1275</td>\n",
       "      <td>2.860000e-08</td>\n",
       "      <td>3.980000e-17</td>\n",
       "      <td>3.290000e-18</td>\n",
       "      <td>3.770000e-17</td>\n",
       "      <td>4.350000e-18</td>\n",
       "      <td>-6.950000e-18</td>\n",
       "      <td>3.990000e-17</td>\n",
       "      <td>0.003945</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-1325</td>\n",
       "      <td>2.380000e-08</td>\n",
       "      <td>3.360000e-17</td>\n",
       "      <td>-3.580000e-19</td>\n",
       "      <td>3.130000e-17</td>\n",
       "      <td>2.900000e-18</td>\n",
       "      <td>-2.980000e-18</td>\n",
       "      <td>3.440000e-17</td>\n",
       "      <td>0.003294</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-1375</td>\n",
       "      <td>2.250000e-08</td>\n",
       "      <td>2.860000e-17</td>\n",
       "      <td>9.280000e-19</td>\n",
       "      <td>2.960000e-17</td>\n",
       "      <td>3.520000e-18</td>\n",
       "      <td>-5.310000e-18</td>\n",
       "      <td>3.180000e-17</td>\n",
       "      <td>0.003110</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-1425</td>\n",
       "      <td>2.330000e-08</td>\n",
       "      <td>2.790000e-17</td>\n",
       "      <td>6.030000e-19</td>\n",
       "      <td>2.800000e-17</td>\n",
       "      <td>2.840000e-18</td>\n",
       "      <td>-3.830000e-18</td>\n",
       "      <td>3.110000e-17</td>\n",
       "      <td>0.003219</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-1475</td>\n",
       "      <td>2.000000e-08</td>\n",
       "      <td>2.580000e-17</td>\n",
       "      <td>1.490000e-18</td>\n",
       "      <td>2.560000e-17</td>\n",
       "      <td>2.730000e-18</td>\n",
       "      <td>-4.240000e-18</td>\n",
       "      <td>2.730000e-17</td>\n",
       "      <td>0.002759</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>334377.5913</td>\n",
       "      <td>4265007.141</td>\n",
       "      <td>-75</td>\n",
       "      <td>2.650000e-08</td>\n",
       "      <td>3.220000e-17</td>\n",
       "      <td>4.330000e-19</td>\n",
       "      <td>3.580000e-17</td>\n",
       "      <td>2.060000e-18</td>\n",
       "      <td>-4.710000e-18</td>\n",
       "      <td>3.700000e-17</td>\n",
       "      <td>0.003662</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137470</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-25</td>\n",
       "      <td>2.110000e-08</td>\n",
       "      <td>2.920000e-17</td>\n",
       "      <td>1.900000e-18</td>\n",
       "      <td>2.700000e-17</td>\n",
       "      <td>1.140000e-18</td>\n",
       "      <td>-6.060000e-18</td>\n",
       "      <td>3.070000e-17</td>\n",
       "      <td>0.002908</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137471</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-75</td>\n",
       "      <td>2.020000e-08</td>\n",
       "      <td>3.080000e-17</td>\n",
       "      <td>2.050000e-18</td>\n",
       "      <td>2.420000e-17</td>\n",
       "      <td>1.600000e-18</td>\n",
       "      <td>-2.580000e-18</td>\n",
       "      <td>2.980000e-17</td>\n",
       "      <td>0.002789</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137472</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-125</td>\n",
       "      <td>2.320000e-08</td>\n",
       "      <td>3.090000e-17</td>\n",
       "      <td>1.770000e-18</td>\n",
       "      <td>3.010000e-17</td>\n",
       "      <td>1.370000e-18</td>\n",
       "      <td>-2.560000e-18</td>\n",
       "      <td>3.360000e-17</td>\n",
       "      <td>0.003205</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137473</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-175</td>\n",
       "      <td>2.450000e-08</td>\n",
       "      <td>3.040000e-17</td>\n",
       "      <td>3.380000e-19</td>\n",
       "      <td>3.040000e-17</td>\n",
       "      <td>3.630000e-18</td>\n",
       "      <td>-5.020000e-18</td>\n",
       "      <td>3.940000e-17</td>\n",
       "      <td>0.003380</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137474</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-225</td>\n",
       "      <td>2.710000e-08</td>\n",
       "      <td>3.640000e-17</td>\n",
       "      <td>-1.780000e-19</td>\n",
       "      <td>3.470000e-17</td>\n",
       "      <td>3.980000e-18</td>\n",
       "      <td>-5.760000e-18</td>\n",
       "      <td>4.300000e-17</td>\n",
       "      <td>0.003739</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137475</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-275</td>\n",
       "      <td>2.520000e-08</td>\n",
       "      <td>3.150000e-17</td>\n",
       "      <td>-9.770000e-19</td>\n",
       "      <td>3.180000e-17</td>\n",
       "      <td>2.620000e-18</td>\n",
       "      <td>-4.190000e-18</td>\n",
       "      <td>4.260000e-17</td>\n",
       "      <td>0.003482</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137476</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-325</td>\n",
       "      <td>2.590000e-08</td>\n",
       "      <td>3.180000e-17</td>\n",
       "      <td>-1.230000e-19</td>\n",
       "      <td>3.510000e-17</td>\n",
       "      <td>3.310000e-18</td>\n",
       "      <td>-3.960000e-18</td>\n",
       "      <td>4.050000e-17</td>\n",
       "      <td>0.003578</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137477</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-375</td>\n",
       "      <td>2.570000e-08</td>\n",
       "      <td>3.480000e-17</td>\n",
       "      <td>1.100000e-18</td>\n",
       "      <td>3.170000e-17</td>\n",
       "      <td>1.980000e-18</td>\n",
       "      <td>-1.740000e-18</td>\n",
       "      <td>3.870000e-17</td>\n",
       "      <td>0.003549</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137478</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-425</td>\n",
       "      <td>2.780000e-08</td>\n",
       "      <td>3.860000e-17</td>\n",
       "      <td>3.110000e-18</td>\n",
       "      <td>3.600000e-17</td>\n",
       "      <td>1.110000e-18</td>\n",
       "      <td>-6.640000e-18</td>\n",
       "      <td>4.130000e-17</td>\n",
       "      <td>0.003845</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137479</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-475</td>\n",
       "      <td>2.620000e-08</td>\n",
       "      <td>3.350000e-17</td>\n",
       "      <td>3.880000e-18</td>\n",
       "      <td>3.400000e-17</td>\n",
       "      <td>1.080000e-18</td>\n",
       "      <td>-3.920000e-18</td>\n",
       "      <td>3.870000e-17</td>\n",
       "      <td>0.003612</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137480</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-525</td>\n",
       "      <td>2.650000e-08</td>\n",
       "      <td>3.380000e-17</td>\n",
       "      <td>4.790000e-18</td>\n",
       "      <td>3.510000e-17</td>\n",
       "      <td>4.310000e-18</td>\n",
       "      <td>-3.990000e-18</td>\n",
       "      <td>3.880000e-17</td>\n",
       "      <td>0.003654</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137481</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-575</td>\n",
       "      <td>2.600000e-08</td>\n",
       "      <td>3.320000e-17</td>\n",
       "      <td>2.130000e-18</td>\n",
       "      <td>3.380000e-17</td>\n",
       "      <td>4.350000e-18</td>\n",
       "      <td>-4.000000e-18</td>\n",
       "      <td>3.680000e-17</td>\n",
       "      <td>0.003597</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137482</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-625</td>\n",
       "      <td>2.060000e-08</td>\n",
       "      <td>2.690000e-17</td>\n",
       "      <td>1.090000e-18</td>\n",
       "      <td>2.470000e-17</td>\n",
       "      <td>1.830000e-18</td>\n",
       "      <td>-3.200000e-18</td>\n",
       "      <td>2.960000e-17</td>\n",
       "      <td>0.002848</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137483</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-675</td>\n",
       "      <td>2.260000e-08</td>\n",
       "      <td>2.990000e-17</td>\n",
       "      <td>1.600000e-18</td>\n",
       "      <td>2.580000e-17</td>\n",
       "      <td>1.580000e-18</td>\n",
       "      <td>-3.660000e-18</td>\n",
       "      <td>3.130000e-17</td>\n",
       "      <td>0.003120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137484</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-725</td>\n",
       "      <td>2.390000e-08</td>\n",
       "      <td>3.290000e-17</td>\n",
       "      <td>2.410000e-18</td>\n",
       "      <td>3.110000e-17</td>\n",
       "      <td>2.540000e-18</td>\n",
       "      <td>-3.780000e-18</td>\n",
       "      <td>3.350000e-17</td>\n",
       "      <td>0.003305</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137485</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-775</td>\n",
       "      <td>2.310000e-08</td>\n",
       "      <td>3.070000e-17</td>\n",
       "      <td>3.220000e-18</td>\n",
       "      <td>3.380000e-17</td>\n",
       "      <td>1.760000e-18</td>\n",
       "      <td>-3.350000e-18</td>\n",
       "      <td>3.520000e-17</td>\n",
       "      <td>0.003193</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137486</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-825</td>\n",
       "      <td>2.500000e-08</td>\n",
       "      <td>3.310000e-17</td>\n",
       "      <td>4.810000e-18</td>\n",
       "      <td>3.480000e-17</td>\n",
       "      <td>5.270000e-18</td>\n",
       "      <td>-7.120000e-18</td>\n",
       "      <td>3.690000e-17</td>\n",
       "      <td>0.003455</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137487</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-875</td>\n",
       "      <td>2.170000e-08</td>\n",
       "      <td>2.760000e-17</td>\n",
       "      <td>2.130000e-18</td>\n",
       "      <td>2.740000e-17</td>\n",
       "      <td>4.810000e-18</td>\n",
       "      <td>-3.550000e-18</td>\n",
       "      <td>3.110000e-17</td>\n",
       "      <td>0.003003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137488</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-925</td>\n",
       "      <td>2.280000e-08</td>\n",
       "      <td>2.800000e-17</td>\n",
       "      <td>1.080000e-18</td>\n",
       "      <td>3.000000e-17</td>\n",
       "      <td>3.110000e-18</td>\n",
       "      <td>-3.270000e-18</td>\n",
       "      <td>3.320000e-17</td>\n",
       "      <td>0.003149</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137489</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-975</td>\n",
       "      <td>2.110000e-08</td>\n",
       "      <td>2.670000e-17</td>\n",
       "      <td>9.260000e-19</td>\n",
       "      <td>2.850000e-17</td>\n",
       "      <td>1.520000e-18</td>\n",
       "      <td>-4.310000e-18</td>\n",
       "      <td>3.050000e-17</td>\n",
       "      <td>0.002910</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137490</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1025</td>\n",
       "      <td>2.200000e-08</td>\n",
       "      <td>2.840000e-17</td>\n",
       "      <td>-1.080000e-20</td>\n",
       "      <td>2.890000e-17</td>\n",
       "      <td>3.330000e-18</td>\n",
       "      <td>-5.890000e-18</td>\n",
       "      <td>2.950000e-17</td>\n",
       "      <td>0.003045</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137491</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1075</td>\n",
       "      <td>1.980000e-08</td>\n",
       "      <td>2.430000e-17</td>\n",
       "      <td>6.480000e-20</td>\n",
       "      <td>2.400000e-17</td>\n",
       "      <td>4.090000e-18</td>\n",
       "      <td>-3.290000e-18</td>\n",
       "      <td>2.900000e-17</td>\n",
       "      <td>0.002738</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137492</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1125</td>\n",
       "      <td>2.400000e-08</td>\n",
       "      <td>2.770000e-17</td>\n",
       "      <td>2.700000e-19</td>\n",
       "      <td>3.340000e-17</td>\n",
       "      <td>3.620000e-18</td>\n",
       "      <td>-5.380000e-18</td>\n",
       "      <td>3.300000e-17</td>\n",
       "      <td>0.003309</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137493</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1175</td>\n",
       "      <td>2.290000e-08</td>\n",
       "      <td>2.370000e-17</td>\n",
       "      <td>1.150000e-18</td>\n",
       "      <td>3.100000e-17</td>\n",
       "      <td>3.290000e-18</td>\n",
       "      <td>-3.700000e-18</td>\n",
       "      <td>3.430000e-17</td>\n",
       "      <td>0.003160</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137494</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1225</td>\n",
       "      <td>2.480000e-08</td>\n",
       "      <td>3.020000e-17</td>\n",
       "      <td>8.120000e-19</td>\n",
       "      <td>3.210000e-17</td>\n",
       "      <td>2.290000e-18</td>\n",
       "      <td>-2.870000e-18</td>\n",
       "      <td>3.640000e-17</td>\n",
       "      <td>0.003428</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137495</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1275</td>\n",
       "      <td>2.980000e-08</td>\n",
       "      <td>4.060000e-17</td>\n",
       "      <td>2.150000e-18</td>\n",
       "      <td>3.660000e-17</td>\n",
       "      <td>3.590000e-18</td>\n",
       "      <td>-5.500000e-18</td>\n",
       "      <td>4.200000e-17</td>\n",
       "      <td>0.004113</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137496</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1325</td>\n",
       "      <td>2.150000e-08</td>\n",
       "      <td>2.910000e-17</td>\n",
       "      <td>1.590000e-18</td>\n",
       "      <td>2.340000e-17</td>\n",
       "      <td>1.210000e-18</td>\n",
       "      <td>-1.640000e-18</td>\n",
       "      <td>3.290000e-17</td>\n",
       "      <td>0.002968</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137497</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1375</td>\n",
       "      <td>2.150000e-08</td>\n",
       "      <td>2.590000e-17</td>\n",
       "      <td>9.540000e-19</td>\n",
       "      <td>2.360000e-17</td>\n",
       "      <td>9.200000e-19</td>\n",
       "      <td>-3.410000e-18</td>\n",
       "      <td>3.100000e-17</td>\n",
       "      <td>0.002967</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137498</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1425</td>\n",
       "      <td>1.810000e-08</td>\n",
       "      <td>2.260000e-17</td>\n",
       "      <td>4.060000e-19</td>\n",
       "      <td>2.170000e-17</td>\n",
       "      <td>1.830000e-18</td>\n",
       "      <td>-4.000000e-18</td>\n",
       "      <td>2.410000e-17</td>\n",
       "      <td>0.002501</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137499</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1475</td>\n",
       "      <td>1.540000e-08</td>\n",
       "      <td>2.010000e-17</td>\n",
       "      <td>-1.580000e-19</td>\n",
       "      <td>2.010000e-17</td>\n",
       "      <td>2.830000e-18</td>\n",
       "      <td>1.180000e-18</td>\n",
       "      <td>2.040000e-17</td>\n",
       "      <td>0.002126</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>97688 rows × 11 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                  x            y     z  Compressibility[1/kPa]   Oda_Kii[m2]  \\\n",
       "26      334398.7222  4265052.456   -75            2.190000e-08  2.640000e-17   \n",
       "27      334398.7222  4265052.456  -125            2.630000e-08  3.550000e-17   \n",
       "28      334398.7222  4265052.456  -175            2.350000e-08  2.930000e-17   \n",
       "29      334398.7222  4265052.456  -225            2.090000e-08  2.490000e-17   \n",
       "30      334398.7222  4265052.456  -275            1.910000e-08  2.410000e-17   \n",
       "31      334398.7222  4265052.456  -325            2.590000e-08  3.030000e-17   \n",
       "32      334398.7222  4265052.456  -375            2.390000e-08  2.750000e-17   \n",
       "33      334398.7222  4265052.456  -425            2.470000e-08  3.450000e-17   \n",
       "34      334398.7222  4265052.456  -475            2.340000e-08  2.780000e-17   \n",
       "35      334398.7222  4265052.456  -525            2.620000e-08  3.320000e-17   \n",
       "36      334398.7222  4265052.456  -575            2.150000e-08  3.000000e-17   \n",
       "37      334398.7222  4265052.456  -625            2.120000e-08  2.740000e-17   \n",
       "38      334398.7222  4265052.456  -675            1.910000e-08  2.510000e-17   \n",
       "39      334398.7222  4265052.456  -725            2.230000e-08  2.830000e-17   \n",
       "40      334398.7222  4265052.456  -775            2.500000e-08  3.210000e-17   \n",
       "41      334398.7222  4265052.456  -825            2.530000e-08  3.200000e-17   \n",
       "42      334398.7222  4265052.456  -875            2.260000e-08  2.840000e-17   \n",
       "43      334398.7222  4265052.456  -925            1.940000e-08  2.090000e-17   \n",
       "44      334398.7222  4265052.456  -975            2.180000e-08  2.810000e-17   \n",
       "45      334398.7222  4265052.456 -1025            2.190000e-08  2.450000e-17   \n",
       "46      334398.7222  4265052.456 -1075            2.770000e-08  3.630000e-17   \n",
       "47      334398.7222  4265052.456 -1125            3.110000e-08  4.270000e-17   \n",
       "48      334398.7222  4265052.456 -1175            2.580000e-08  3.630000e-17   \n",
       "49      334398.7222  4265052.456 -1225            2.150000e-08  2.730000e-17   \n",
       "50      334398.7222  4265052.456 -1275            2.860000e-08  3.980000e-17   \n",
       "51      334398.7222  4265052.456 -1325            2.380000e-08  3.360000e-17   \n",
       "52      334398.7222  4265052.456 -1375            2.250000e-08  2.860000e-17   \n",
       "53      334398.7222  4265052.456 -1425            2.330000e-08  2.790000e-17   \n",
       "54      334398.7222  4265052.456 -1475            2.000000e-08  2.580000e-17   \n",
       "81      334377.5913  4265007.141   -75            2.650000e-08  3.220000e-17   \n",
       "...             ...          ...   ...                     ...           ...   \n",
       "137470  335583.7616  4261796.588   -25            2.110000e-08  2.920000e-17   \n",
       "137471  335583.7616  4261796.588   -75            2.020000e-08  3.080000e-17   \n",
       "137472  335583.7616  4261796.588  -125            2.320000e-08  3.090000e-17   \n",
       "137473  335583.7616  4261796.588  -175            2.450000e-08  3.040000e-17   \n",
       "137474  335583.7616  4261796.588  -225            2.710000e-08  3.640000e-17   \n",
       "137475  335583.7616  4261796.588  -275            2.520000e-08  3.150000e-17   \n",
       "137476  335583.7616  4261796.588  -325            2.590000e-08  3.180000e-17   \n",
       "137477  335583.7616  4261796.588  -375            2.570000e-08  3.480000e-17   \n",
       "137478  335583.7616  4261796.588  -425            2.780000e-08  3.860000e-17   \n",
       "137479  335583.7616  4261796.588  -475            2.620000e-08  3.350000e-17   \n",
       "137480  335583.7616  4261796.588  -525            2.650000e-08  3.380000e-17   \n",
       "137481  335583.7616  4261796.588  -575            2.600000e-08  3.320000e-17   \n",
       "137482  335583.7616  4261796.588  -625            2.060000e-08  2.690000e-17   \n",
       "137483  335583.7616  4261796.588  -675            2.260000e-08  2.990000e-17   \n",
       "137484  335583.7616  4261796.588  -725            2.390000e-08  3.290000e-17   \n",
       "137485  335583.7616  4261796.588  -775            2.310000e-08  3.070000e-17   \n",
       "137486  335583.7616  4261796.588  -825            2.500000e-08  3.310000e-17   \n",
       "137487  335583.7616  4261796.588  -875            2.170000e-08  2.760000e-17   \n",
       "137488  335583.7616  4261796.588  -925            2.280000e-08  2.800000e-17   \n",
       "137489  335583.7616  4261796.588  -975            2.110000e-08  2.670000e-17   \n",
       "137490  335583.7616  4261796.588 -1025            2.200000e-08  2.840000e-17   \n",
       "137491  335583.7616  4261796.588 -1075            1.980000e-08  2.430000e-17   \n",
       "137492  335583.7616  4261796.588 -1125            2.400000e-08  2.770000e-17   \n",
       "137493  335583.7616  4261796.588 -1175            2.290000e-08  2.370000e-17   \n",
       "137494  335583.7616  4261796.588 -1225            2.480000e-08  3.020000e-17   \n",
       "137495  335583.7616  4261796.588 -1275            2.980000e-08  4.060000e-17   \n",
       "137496  335583.7616  4261796.588 -1325            2.150000e-08  2.910000e-17   \n",
       "137497  335583.7616  4261796.588 -1375            2.150000e-08  2.590000e-17   \n",
       "137498  335583.7616  4261796.588 -1425            1.810000e-08  2.260000e-17   \n",
       "137499  335583.7616  4261796.588 -1475            1.540000e-08  2.010000e-17   \n",
       "\n",
       "         Oda_Kij[m2]   Oda_Kjj[m2]   Oda_Kjk[m2]   Oda_Kki[m2]   Oda_Kkk[m2]  \\\n",
       "26      1.170000e-19  2.760000e-17  1.800000e-18 -3.640000e-18  3.170000e-17   \n",
       "27      1.600000e-18  3.540000e-17  1.340000e-18 -2.930000e-18  3.600000e-17   \n",
       "28      2.240000e-18  2.740000e-17  1.410000e-18 -1.060000e-18  3.440000e-17   \n",
       "29      2.330000e-18  2.800000e-17  3.550000e-18 -4.420000e-18  3.050000e-17   \n",
       "30      1.830000e-18  2.970000e-17  1.660000e-18 -3.280000e-18  2.540000e-17   \n",
       "31      1.260000e-18  3.730000e-17  4.110000e-18 -4.980000e-18  3.680000e-17   \n",
       "32      9.070000e-19  3.450000e-17  7.160000e-19 -7.070000e-18  3.290000e-17   \n",
       "33      2.640000e-18  3.480000e-17  2.700000e-18 -8.180000e-18  3.360000e-17   \n",
       "34      9.050000e-19  3.210000e-17  3.210000e-18 -4.630000e-18  3.660000e-17   \n",
       "35      2.610000e-18  3.780000e-17  3.660000e-18 -6.160000e-18  3.930000e-17   \n",
       "36      3.100000e-18  2.960000e-17  3.290000e-18 -5.370000e-18  3.220000e-17   \n",
       "37      3.770000e-18  2.950000e-17  3.440000e-18 -6.700000e-18  3.140000e-17   \n",
       "38      2.540000e-18  2.500000e-17  3.290000e-18 -3.190000e-18  2.770000e-17   \n",
       "39      1.480000e-18  3.290000e-17  4.910000e-18 -3.600000e-18  3.110000e-17   \n",
       "40      1.900000e-18  3.380000e-17  4.660000e-18 -6.350000e-18  3.330000e-17   \n",
       "41      1.420000e-18  2.930000e-17  4.130000e-18 -6.180000e-18  3.350000e-17   \n",
       "42      2.990000e-18  2.820000e-17  3.430000e-18 -5.090000e-18  2.750000e-17   \n",
       "43      2.850000e-18  2.850000e-17  1.540000e-18 -2.180000e-18  2.500000e-17   \n",
       "44      2.030000e-18  3.230000e-17  9.790000e-19 -8.300000e-20  2.690000e-17   \n",
       "45      2.110000e-18  2.890000e-17  1.060000e-18 -3.590000e-18  3.140000e-17   \n",
       "46      5.960000e-20  3.440000e-17  4.260000e-18 -4.760000e-18  3.930000e-17   \n",
       "47     -6.190000e-19  3.960000e-17  6.220000e-18 -4.750000e-18  4.550000e-17   \n",
       "48      1.140000e-18  3.330000e-17  1.640000e-18 -2.210000e-18  3.570000e-17   \n",
       "49      2.880000e-18  2.720000e-17  2.540000e-18 -6.390000e-18  3.070000e-17   \n",
       "50      3.290000e-18  3.770000e-17  4.350000e-18 -6.950000e-18  3.990000e-17   \n",
       "51     -3.580000e-19  3.130000e-17  2.900000e-18 -2.980000e-18  3.440000e-17   \n",
       "52      9.280000e-19  2.960000e-17  3.520000e-18 -5.310000e-18  3.180000e-17   \n",
       "53      6.030000e-19  2.800000e-17  2.840000e-18 -3.830000e-18  3.110000e-17   \n",
       "54      1.490000e-18  2.560000e-17  2.730000e-18 -4.240000e-18  2.730000e-17   \n",
       "81      4.330000e-19  3.580000e-17  2.060000e-18 -4.710000e-18  3.700000e-17   \n",
       "...              ...           ...           ...           ...           ...   \n",
       "137470  1.900000e-18  2.700000e-17  1.140000e-18 -6.060000e-18  3.070000e-17   \n",
       "137471  2.050000e-18  2.420000e-17  1.600000e-18 -2.580000e-18  2.980000e-17   \n",
       "137472  1.770000e-18  3.010000e-17  1.370000e-18 -2.560000e-18  3.360000e-17   \n",
       "137473  3.380000e-19  3.040000e-17  3.630000e-18 -5.020000e-18  3.940000e-17   \n",
       "137474 -1.780000e-19  3.470000e-17  3.980000e-18 -5.760000e-18  4.300000e-17   \n",
       "137475 -9.770000e-19  3.180000e-17  2.620000e-18 -4.190000e-18  4.260000e-17   \n",
       "137476 -1.230000e-19  3.510000e-17  3.310000e-18 -3.960000e-18  4.050000e-17   \n",
       "137477  1.100000e-18  3.170000e-17  1.980000e-18 -1.740000e-18  3.870000e-17   \n",
       "137478  3.110000e-18  3.600000e-17  1.110000e-18 -6.640000e-18  4.130000e-17   \n",
       "137479  3.880000e-18  3.400000e-17  1.080000e-18 -3.920000e-18  3.870000e-17   \n",
       "137480  4.790000e-18  3.510000e-17  4.310000e-18 -3.990000e-18  3.880000e-17   \n",
       "137481  2.130000e-18  3.380000e-17  4.350000e-18 -4.000000e-18  3.680000e-17   \n",
       "137482  1.090000e-18  2.470000e-17  1.830000e-18 -3.200000e-18  2.960000e-17   \n",
       "137483  1.600000e-18  2.580000e-17  1.580000e-18 -3.660000e-18  3.130000e-17   \n",
       "137484  2.410000e-18  3.110000e-17  2.540000e-18 -3.780000e-18  3.350000e-17   \n",
       "137485  3.220000e-18  3.380000e-17  1.760000e-18 -3.350000e-18  3.520000e-17   \n",
       "137486  4.810000e-18  3.480000e-17  5.270000e-18 -7.120000e-18  3.690000e-17   \n",
       "137487  2.130000e-18  2.740000e-17  4.810000e-18 -3.550000e-18  3.110000e-17   \n",
       "137488  1.080000e-18  3.000000e-17  3.110000e-18 -3.270000e-18  3.320000e-17   \n",
       "137489  9.260000e-19  2.850000e-17  1.520000e-18 -4.310000e-18  3.050000e-17   \n",
       "137490 -1.080000e-20  2.890000e-17  3.330000e-18 -5.890000e-18  2.950000e-17   \n",
       "137491  6.480000e-20  2.400000e-17  4.090000e-18 -3.290000e-18  2.900000e-17   \n",
       "137492  2.700000e-19  3.340000e-17  3.620000e-18 -5.380000e-18  3.300000e-17   \n",
       "137493  1.150000e-18  3.100000e-17  3.290000e-18 -3.700000e-18  3.430000e-17   \n",
       "137494  8.120000e-19  3.210000e-17  2.290000e-18 -2.870000e-18  3.640000e-17   \n",
       "137495  2.150000e-18  3.660000e-17  3.590000e-18 -5.500000e-18  4.200000e-17   \n",
       "137496  1.590000e-18  2.340000e-17  1.210000e-18 -1.640000e-18  3.290000e-17   \n",
       "137497  9.540000e-19  2.360000e-17  9.200000e-19 -3.410000e-18  3.100000e-17   \n",
       "137498  4.060000e-19  2.170000e-17  1.830000e-18 -4.000000e-18  2.410000e-17   \n",
       "137499 -1.580000e-19  2.010000e-17  2.830000e-18  1.180000e-18  2.040000e-17   \n",
       "\n",
       "            poro  \n",
       "26      0.003025  \n",
       "27      0.003626  \n",
       "28      0.003244  \n",
       "29      0.002881  \n",
       "30      0.002642  \n",
       "31      0.003579  \n",
       "32      0.003301  \n",
       "33      0.003408  \n",
       "34      0.003232  \n",
       "35      0.003622  \n",
       "36      0.002975  \n",
       "37      0.002929  \n",
       "38      0.002632  \n",
       "39      0.003080  \n",
       "40      0.003451  \n",
       "41      0.003498  \n",
       "42      0.003117  \n",
       "43      0.002684  \n",
       "44      0.003009  \n",
       "45      0.003026  \n",
       "46      0.003821  \n",
       "47      0.004298  \n",
       "48      0.003558  \n",
       "49      0.002970  \n",
       "50      0.003945  \n",
       "51      0.003294  \n",
       "52      0.003110  \n",
       "53      0.003219  \n",
       "54      0.002759  \n",
       "81      0.003662  \n",
       "...          ...  \n",
       "137470  0.002908  \n",
       "137471  0.002789  \n",
       "137472  0.003205  \n",
       "137473  0.003380  \n",
       "137474  0.003739  \n",
       "137475  0.003482  \n",
       "137476  0.003578  \n",
       "137477  0.003549  \n",
       "137478  0.003845  \n",
       "137479  0.003612  \n",
       "137480  0.003654  \n",
       "137481  0.003597  \n",
       "137482  0.002848  \n",
       "137483  0.003120  \n",
       "137484  0.003305  \n",
       "137485  0.003193  \n",
       "137486  0.003455  \n",
       "137487  0.003003  \n",
       "137488  0.003149  \n",
       "137489  0.002910  \n",
       "137490  0.003045  \n",
       "137491  0.002738  \n",
       "137492  0.003309  \n",
       "137493  0.003160  \n",
       "137494  0.003428  \n",
       "137495  0.004113  \n",
       "137496  0.002968  \n",
       "137497  0.002967  \n",
       "137498  0.002501  \n",
       "137499  0.002126  \n",
       "\n",
       "[97688 rows x 11 columns]"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data2[data2.poro != 0]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>x</th>\n",
       "      <th>y</th>\n",
       "      <th>z</th>\n",
       "      <th>Compressibility[1/kPa]</th>\n",
       "      <th>Oda_Kii[m2]</th>\n",
       "      <th>Oda_Kij[m2]</th>\n",
       "      <th>Oda_Kjj[m2]</th>\n",
       "      <th>Oda_Kjk[m2]</th>\n",
       "      <th>Oda_Kki[m2]</th>\n",
       "      <th>Oda_Kkk[m2]</th>\n",
       "      <th>poro</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>137500.000000</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>137500.00000</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>1.375000e+05</td>\n",
       "      <td>137500.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>334991.241900</td>\n",
       "      <td>4.263425e+06</td>\n",
       "      <td>-125.00000</td>\n",
       "      <td>3.347121e-08</td>\n",
       "      <td>4.602977e-17</td>\n",
       "      <td>-9.238418e-19</td>\n",
       "      <td>4.580077e-17</td>\n",
       "      <td>4.393054e-18</td>\n",
       "      <td>-5.375653e-18</td>\n",
       "      <td>4.942687e-17</td>\n",
       "      <td>0.004623</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>721.546109</td>\n",
       "      <td>7.215461e+02</td>\n",
       "      <td>793.72828</td>\n",
       "      <td>2.205339e-08</td>\n",
       "      <td>3.055819e-17</td>\n",
       "      <td>2.121389e-18</td>\n",
       "      <td>3.044376e-17</td>\n",
       "      <td>3.347615e-18</td>\n",
       "      <td>4.088379e-18</td>\n",
       "      <td>3.277132e-17</td>\n",
       "      <td>0.003046</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>333363.307500</td>\n",
       "      <td>4.261797e+06</td>\n",
       "      <td>-1475.00000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>-1.330000e-17</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>-2.350000e-18</td>\n",
       "      <td>-2.220000e-17</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>334425.379925</td>\n",
       "      <td>4.262859e+06</td>\n",
       "      <td>-825.00000</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>-2.190000e-18</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>-8.540000e-18</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>334991.241900</td>\n",
       "      <td>4.263425e+06</td>\n",
       "      <td>-125.00000</td>\n",
       "      <td>4.540000e-08</td>\n",
       "      <td>6.150000e-17</td>\n",
       "      <td>-3.745000e-21</td>\n",
       "      <td>6.110000e-17</td>\n",
       "      <td>4.990000e-18</td>\n",
       "      <td>-6.110000e-18</td>\n",
       "      <td>6.610000e-17</td>\n",
       "      <td>0.006267</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>335557.103875</td>\n",
       "      <td>4.263990e+06</td>\n",
       "      <td>575.00000</td>\n",
       "      <td>5.000000e-08</td>\n",
       "      <td>6.910000e-17</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>6.880000e-17</td>\n",
       "      <td>6.990000e-18</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>7.410000e-17</td>\n",
       "      <td>0.006901</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>336619.176400</td>\n",
       "      <td>4.265052e+06</td>\n",
       "      <td>1225.00000</td>\n",
       "      <td>8.510000e-08</td>\n",
       "      <td>1.200000e-16</td>\n",
       "      <td>8.490000e-18</td>\n",
       "      <td>1.280000e-16</td>\n",
       "      <td>1.630000e-17</td>\n",
       "      <td>5.830000e-18</td>\n",
       "      <td>1.100000e-16</td>\n",
       "      <td>0.011759</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                   x             y             z  Compressibility[1/kPa]  \\\n",
       "count  137500.000000  1.375000e+05  137500.00000            1.375000e+05   \n",
       "mean   334991.241900  4.263425e+06    -125.00000            3.347121e-08   \n",
       "std       721.546109  7.215461e+02     793.72828            2.205339e-08   \n",
       "min    333363.307500  4.261797e+06   -1475.00000            0.000000e+00   \n",
       "25%    334425.379925  4.262859e+06    -825.00000            0.000000e+00   \n",
       "50%    334991.241900  4.263425e+06    -125.00000            4.540000e-08   \n",
       "75%    335557.103875  4.263990e+06     575.00000            5.000000e-08   \n",
       "max    336619.176400  4.265052e+06    1225.00000            8.510000e-08   \n",
       "\n",
       "        Oda_Kii[m2]   Oda_Kij[m2]   Oda_Kjj[m2]   Oda_Kjk[m2]   Oda_Kki[m2]  \\\n",
       "count  1.375000e+05  1.375000e+05  1.375000e+05  1.375000e+05  1.375000e+05   \n",
       "mean   4.602977e-17 -9.238418e-19  4.580077e-17  4.393054e-18 -5.375653e-18   \n",
       "std    3.055819e-17  2.121389e-18  3.044376e-17  3.347615e-18  4.088379e-18   \n",
       "min    0.000000e+00 -1.330000e-17  0.000000e+00 -2.350000e-18 -2.220000e-17   \n",
       "25%    0.000000e+00 -2.190000e-18  0.000000e+00  0.000000e+00 -8.540000e-18   \n",
       "50%    6.150000e-17 -3.745000e-21  6.110000e-17  4.990000e-18 -6.110000e-18   \n",
       "75%    6.910000e-17  0.000000e+00  6.880000e-17  6.990000e-18  0.000000e+00   \n",
       "max    1.200000e-16  8.490000e-18  1.280000e-16  1.630000e-17  5.830000e-18   \n",
       "\n",
       "        Oda_Kkk[m2]           poro  \n",
       "count  1.375000e+05  137500.000000  \n",
       "mean   4.942687e-17       0.004623  \n",
       "std    3.277132e-17       0.003046  \n",
       "min    0.000000e+00       0.000000  \n",
       "25%    0.000000e+00       0.000000  \n",
       "50%    6.610000e-17       0.006267  \n",
       "75%    7.410000e-17       0.006901  \n",
       "max    1.100000e-16       0.011759  "
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data2.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th>x</th>\n",
       "      <th>y</th>\n",
       "      <th>z</th>\n",
       "      <th>Compressibility[1/kPa]</th>\n",
       "      <th>Oda_Kii[m2]</th>\n",
       "      <th>Oda_Kij[m2]</th>\n",
       "      <th>Oda_Kjj[m2]</th>\n",
       "      <th>Oda_Kjk[m2]</th>\n",
       "      <th>Oda_Kki[m2]</th>\n",
       "      <th>Oda_Kkk[m2]</th>\n",
       "      <th>poro</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>334398.7222</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>1175</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>1125</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>1075</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>1025</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>975</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>925</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>875</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>825</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>775</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>725</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>675</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>625</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>575</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>525</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>475</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>425</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>375</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>325</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>275</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>225</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>175</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>125</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>75</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>25</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-25</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000e+00</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-75</td>\n",
       "      <td>2.190000e-08</td>\n",
       "      <td>2.640000e-17</td>\n",
       "      <td>1.170000e-19</td>\n",
       "      <td>2.760000e-17</td>\n",
       "      <td>1.800000e-18</td>\n",
       "      <td>-3.640000e-18</td>\n",
       "      <td>3.170000e-17</td>\n",
       "      <td>0.003025</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-125</td>\n",
       "      <td>2.630000e-08</td>\n",
       "      <td>3.550000e-17</td>\n",
       "      <td>1.600000e-18</td>\n",
       "      <td>3.540000e-17</td>\n",
       "      <td>1.340000e-18</td>\n",
       "      <td>-2.930000e-18</td>\n",
       "      <td>3.600000e-17</td>\n",
       "      <td>0.003626</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-175</td>\n",
       "      <td>2.350000e-08</td>\n",
       "      <td>2.930000e-17</td>\n",
       "      <td>2.240000e-18</td>\n",
       "      <td>2.740000e-17</td>\n",
       "      <td>1.410000e-18</td>\n",
       "      <td>-1.060000e-18</td>\n",
       "      <td>3.440000e-17</td>\n",
       "      <td>0.003244</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-225</td>\n",
       "      <td>2.090000e-08</td>\n",
       "      <td>2.490000e-17</td>\n",
       "      <td>2.330000e-18</td>\n",
       "      <td>2.800000e-17</td>\n",
       "      <td>3.550000e-18</td>\n",
       "      <td>-4.420000e-18</td>\n",
       "      <td>3.050000e-17</td>\n",
       "      <td>0.002881</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137470</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-25</td>\n",
       "      <td>2.110000e-08</td>\n",
       "      <td>2.920000e-17</td>\n",
       "      <td>1.900000e-18</td>\n",
       "      <td>2.700000e-17</td>\n",
       "      <td>1.140000e-18</td>\n",
       "      <td>-6.060000e-18</td>\n",
       "      <td>3.070000e-17</td>\n",
       "      <td>0.002908</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137471</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-75</td>\n",
       "      <td>2.020000e-08</td>\n",
       "      <td>3.080000e-17</td>\n",
       "      <td>2.050000e-18</td>\n",
       "      <td>2.420000e-17</td>\n",
       "      <td>1.600000e-18</td>\n",
       "      <td>-2.580000e-18</td>\n",
       "      <td>2.980000e-17</td>\n",
       "      <td>0.002789</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137472</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-125</td>\n",
       "      <td>2.320000e-08</td>\n",
       "      <td>3.090000e-17</td>\n",
       "      <td>1.770000e-18</td>\n",
       "      <td>3.010000e-17</td>\n",
       "      <td>1.370000e-18</td>\n",
       "      <td>-2.560000e-18</td>\n",
       "      <td>3.360000e-17</td>\n",
       "      <td>0.003205</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137473</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-175</td>\n",
       "      <td>2.450000e-08</td>\n",
       "      <td>3.040000e-17</td>\n",
       "      <td>3.380000e-19</td>\n",
       "      <td>3.040000e-17</td>\n",
       "      <td>3.630000e-18</td>\n",
       "      <td>-5.020000e-18</td>\n",
       "      <td>3.940000e-17</td>\n",
       "      <td>0.003380</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137474</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-225</td>\n",
       "      <td>2.710000e-08</td>\n",
       "      <td>3.640000e-17</td>\n",
       "      <td>-1.780000e-19</td>\n",
       "      <td>3.470000e-17</td>\n",
       "      <td>3.980000e-18</td>\n",
       "      <td>-5.760000e-18</td>\n",
       "      <td>4.300000e-17</td>\n",
       "      <td>0.003739</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137475</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-275</td>\n",
       "      <td>2.520000e-08</td>\n",
       "      <td>3.150000e-17</td>\n",
       "      <td>-9.770000e-19</td>\n",
       "      <td>3.180000e-17</td>\n",
       "      <td>2.620000e-18</td>\n",
       "      <td>-4.190000e-18</td>\n",
       "      <td>4.260000e-17</td>\n",
       "      <td>0.003482</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137476</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-325</td>\n",
       "      <td>2.590000e-08</td>\n",
       "      <td>3.180000e-17</td>\n",
       "      <td>-1.230000e-19</td>\n",
       "      <td>3.510000e-17</td>\n",
       "      <td>3.310000e-18</td>\n",
       "      <td>-3.960000e-18</td>\n",
       "      <td>4.050000e-17</td>\n",
       "      <td>0.003578</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137477</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-375</td>\n",
       "      <td>2.570000e-08</td>\n",
       "      <td>3.480000e-17</td>\n",
       "      <td>1.100000e-18</td>\n",
       "      <td>3.170000e-17</td>\n",
       "      <td>1.980000e-18</td>\n",
       "      <td>-1.740000e-18</td>\n",
       "      <td>3.870000e-17</td>\n",
       "      <td>0.003549</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137478</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-425</td>\n",
       "      <td>2.780000e-08</td>\n",
       "      <td>3.860000e-17</td>\n",
       "      <td>3.110000e-18</td>\n",
       "      <td>3.600000e-17</td>\n",
       "      <td>1.110000e-18</td>\n",
       "      <td>-6.640000e-18</td>\n",
       "      <td>4.130000e-17</td>\n",
       "      <td>0.003845</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137479</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-475</td>\n",
       "      <td>2.620000e-08</td>\n",
       "      <td>3.350000e-17</td>\n",
       "      <td>3.880000e-18</td>\n",
       "      <td>3.400000e-17</td>\n",
       "      <td>1.080000e-18</td>\n",
       "      <td>-3.920000e-18</td>\n",
       "      <td>3.870000e-17</td>\n",
       "      <td>0.003612</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137480</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-525</td>\n",
       "      <td>2.650000e-08</td>\n",
       "      <td>3.380000e-17</td>\n",
       "      <td>4.790000e-18</td>\n",
       "      <td>3.510000e-17</td>\n",
       "      <td>4.310000e-18</td>\n",
       "      <td>-3.990000e-18</td>\n",
       "      <td>3.880000e-17</td>\n",
       "      <td>0.003654</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137481</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-575</td>\n",
       "      <td>2.600000e-08</td>\n",
       "      <td>3.320000e-17</td>\n",
       "      <td>2.130000e-18</td>\n",
       "      <td>3.380000e-17</td>\n",
       "      <td>4.350000e-18</td>\n",
       "      <td>-4.000000e-18</td>\n",
       "      <td>3.680000e-17</td>\n",
       "      <td>0.003597</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137482</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-625</td>\n",
       "      <td>2.060000e-08</td>\n",
       "      <td>2.690000e-17</td>\n",
       "      <td>1.090000e-18</td>\n",
       "      <td>2.470000e-17</td>\n",
       "      <td>1.830000e-18</td>\n",
       "      <td>-3.200000e-18</td>\n",
       "      <td>2.960000e-17</td>\n",
       "      <td>0.002848</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137483</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-675</td>\n",
       "      <td>2.260000e-08</td>\n",
       "      <td>2.990000e-17</td>\n",
       "      <td>1.600000e-18</td>\n",
       "      <td>2.580000e-17</td>\n",
       "      <td>1.580000e-18</td>\n",
       "      <td>-3.660000e-18</td>\n",
       "      <td>3.130000e-17</td>\n",
       "      <td>0.003120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137484</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-725</td>\n",
       "      <td>2.390000e-08</td>\n",
       "      <td>3.290000e-17</td>\n",
       "      <td>2.410000e-18</td>\n",
       "      <td>3.110000e-17</td>\n",
       "      <td>2.540000e-18</td>\n",
       "      <td>-3.780000e-18</td>\n",
       "      <td>3.350000e-17</td>\n",
       "      <td>0.003305</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137485</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-775</td>\n",
       "      <td>2.310000e-08</td>\n",
       "      <td>3.070000e-17</td>\n",
       "      <td>3.220000e-18</td>\n",
       "      <td>3.380000e-17</td>\n",
       "      <td>1.760000e-18</td>\n",
       "      <td>-3.350000e-18</td>\n",
       "      <td>3.520000e-17</td>\n",
       "      <td>0.003193</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137486</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-825</td>\n",
       "      <td>2.500000e-08</td>\n",
       "      <td>3.310000e-17</td>\n",
       "      <td>4.810000e-18</td>\n",
       "      <td>3.480000e-17</td>\n",
       "      <td>5.270000e-18</td>\n",
       "      <td>-7.120000e-18</td>\n",
       "      <td>3.690000e-17</td>\n",
       "      <td>0.003455</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137487</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-875</td>\n",
       "      <td>2.170000e-08</td>\n",
       "      <td>2.760000e-17</td>\n",
       "      <td>2.130000e-18</td>\n",
       "      <td>2.740000e-17</td>\n",
       "      <td>4.810000e-18</td>\n",
       "      <td>-3.550000e-18</td>\n",
       "      <td>3.110000e-17</td>\n",
       "      <td>0.003003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137488</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-925</td>\n",
       "      <td>2.280000e-08</td>\n",
       "      <td>2.800000e-17</td>\n",
       "      <td>1.080000e-18</td>\n",
       "      <td>3.000000e-17</td>\n",
       "      <td>3.110000e-18</td>\n",
       "      <td>-3.270000e-18</td>\n",
       "      <td>3.320000e-17</td>\n",
       "      <td>0.003149</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137489</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-975</td>\n",
       "      <td>2.110000e-08</td>\n",
       "      <td>2.670000e-17</td>\n",
       "      <td>9.260000e-19</td>\n",
       "      <td>2.850000e-17</td>\n",
       "      <td>1.520000e-18</td>\n",
       "      <td>-4.310000e-18</td>\n",
       "      <td>3.050000e-17</td>\n",
       "      <td>0.002910</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137490</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1025</td>\n",
       "      <td>2.200000e-08</td>\n",
       "      <td>2.840000e-17</td>\n",
       "      <td>-1.080000e-20</td>\n",
       "      <td>2.890000e-17</td>\n",
       "      <td>3.330000e-18</td>\n",
       "      <td>-5.890000e-18</td>\n",
       "      <td>2.950000e-17</td>\n",
       "      <td>0.003045</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137491</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1075</td>\n",
       "      <td>1.980000e-08</td>\n",
       "      <td>2.430000e-17</td>\n",
       "      <td>6.480000e-20</td>\n",
       "      <td>2.400000e-17</td>\n",
       "      <td>4.090000e-18</td>\n",
       "      <td>-3.290000e-18</td>\n",
       "      <td>2.900000e-17</td>\n",
       "      <td>0.002738</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137492</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1125</td>\n",
       "      <td>2.400000e-08</td>\n",
       "      <td>2.770000e-17</td>\n",
       "      <td>2.700000e-19</td>\n",
       "      <td>3.340000e-17</td>\n",
       "      <td>3.620000e-18</td>\n",
       "      <td>-5.380000e-18</td>\n",
       "      <td>3.300000e-17</td>\n",
       "      <td>0.003309</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137493</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1175</td>\n",
       "      <td>2.290000e-08</td>\n",
       "      <td>2.370000e-17</td>\n",
       "      <td>1.150000e-18</td>\n",
       "      <td>3.100000e-17</td>\n",
       "      <td>3.290000e-18</td>\n",
       "      <td>-3.700000e-18</td>\n",
       "      <td>3.430000e-17</td>\n",
       "      <td>0.003160</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137494</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1225</td>\n",
       "      <td>2.480000e-08</td>\n",
       "      <td>3.020000e-17</td>\n",
       "      <td>8.120000e-19</td>\n",
       "      <td>3.210000e-17</td>\n",
       "      <td>2.290000e-18</td>\n",
       "      <td>-2.870000e-18</td>\n",
       "      <td>3.640000e-17</td>\n",
       "      <td>0.003428</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137495</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1275</td>\n",
       "      <td>2.980000e-08</td>\n",
       "      <td>4.060000e-17</td>\n",
       "      <td>2.150000e-18</td>\n",
       "      <td>3.660000e-17</td>\n",
       "      <td>3.590000e-18</td>\n",
       "      <td>-5.500000e-18</td>\n",
       "      <td>4.200000e-17</td>\n",
       "      <td>0.004113</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137496</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1325</td>\n",
       "      <td>2.150000e-08</td>\n",
       "      <td>2.910000e-17</td>\n",
       "      <td>1.590000e-18</td>\n",
       "      <td>2.340000e-17</td>\n",
       "      <td>1.210000e-18</td>\n",
       "      <td>-1.640000e-18</td>\n",
       "      <td>3.290000e-17</td>\n",
       "      <td>0.002968</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137497</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1375</td>\n",
       "      <td>2.150000e-08</td>\n",
       "      <td>2.590000e-17</td>\n",
       "      <td>9.540000e-19</td>\n",
       "      <td>2.360000e-17</td>\n",
       "      <td>9.200000e-19</td>\n",
       "      <td>-3.410000e-18</td>\n",
       "      <td>3.100000e-17</td>\n",
       "      <td>0.002967</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137498</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1425</td>\n",
       "      <td>1.810000e-08</td>\n",
       "      <td>2.260000e-17</td>\n",
       "      <td>4.060000e-19</td>\n",
       "      <td>2.170000e-17</td>\n",
       "      <td>1.830000e-18</td>\n",
       "      <td>-4.000000e-18</td>\n",
       "      <td>2.410000e-17</td>\n",
       "      <td>0.002501</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137499</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1475</td>\n",
       "      <td>1.540000e-08</td>\n",
       "      <td>2.010000e-17</td>\n",
       "      <td>-1.580000e-19</td>\n",
       "      <td>2.010000e-17</td>\n",
       "      <td>2.830000e-18</td>\n",
       "      <td>1.180000e-18</td>\n",
       "      <td>2.040000e-17</td>\n",
       "      <td>0.002126</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>137500 rows × 11 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                  x            y     z  Compressibility[1/kPa]   Oda_Kii[m2]  \\\n",
       "0       334398.7222  4265052.456  1225            0.000000e+00  0.000000e+00   \n",
       "1       334398.7222  4265052.456  1175            0.000000e+00  0.000000e+00   \n",
       "2       334398.7222  4265052.456  1125            0.000000e+00  0.000000e+00   \n",
       "3       334398.7222  4265052.456  1075            0.000000e+00  0.000000e+00   \n",
       "4       334398.7222  4265052.456  1025            0.000000e+00  0.000000e+00   \n",
       "5       334398.7222  4265052.456   975            0.000000e+00  0.000000e+00   \n",
       "6       334398.7222  4265052.456   925            0.000000e+00  0.000000e+00   \n",
       "7       334398.7222  4265052.456   875            0.000000e+00  0.000000e+00   \n",
       "8       334398.7222  4265052.456   825            0.000000e+00  0.000000e+00   \n",
       "9       334398.7222  4265052.456   775            0.000000e+00  0.000000e+00   \n",
       "10      334398.7222  4265052.456   725            0.000000e+00  0.000000e+00   \n",
       "11      334398.7222  4265052.456   675            0.000000e+00  0.000000e+00   \n",
       "12      334398.7222  4265052.456   625            0.000000e+00  0.000000e+00   \n",
       "13      334398.7222  4265052.456   575            0.000000e+00  0.000000e+00   \n",
       "14      334398.7222  4265052.456   525            0.000000e+00  0.000000e+00   \n",
       "15      334398.7222  4265052.456   475            0.000000e+00  0.000000e+00   \n",
       "16      334398.7222  4265052.456   425            0.000000e+00  0.000000e+00   \n",
       "17      334398.7222  4265052.456   375            0.000000e+00  0.000000e+00   \n",
       "18      334398.7222  4265052.456   325            0.000000e+00  0.000000e+00   \n",
       "19      334398.7222  4265052.456   275            0.000000e+00  0.000000e+00   \n",
       "20      334398.7222  4265052.456   225            0.000000e+00  0.000000e+00   \n",
       "21      334398.7222  4265052.456   175            0.000000e+00  0.000000e+00   \n",
       "22      334398.7222  4265052.456   125            0.000000e+00  0.000000e+00   \n",
       "23      334398.7222  4265052.456    75            0.000000e+00  0.000000e+00   \n",
       "24      334398.7222  4265052.456    25            0.000000e+00  0.000000e+00   \n",
       "25      334398.7222  4265052.456   -25            0.000000e+00  0.000000e+00   \n",
       "26      334398.7222  4265052.456   -75            2.190000e-08  2.640000e-17   \n",
       "27      334398.7222  4265052.456  -125            2.630000e-08  3.550000e-17   \n",
       "28      334398.7222  4265052.456  -175            2.350000e-08  2.930000e-17   \n",
       "29      334398.7222  4265052.456  -225            2.090000e-08  2.490000e-17   \n",
       "...             ...          ...   ...                     ...           ...   \n",
       "137470  335583.7616  4261796.588   -25            2.110000e-08  2.920000e-17   \n",
       "137471  335583.7616  4261796.588   -75            2.020000e-08  3.080000e-17   \n",
       "137472  335583.7616  4261796.588  -125            2.320000e-08  3.090000e-17   \n",
       "137473  335583.7616  4261796.588  -175            2.450000e-08  3.040000e-17   \n",
       "137474  335583.7616  4261796.588  -225            2.710000e-08  3.640000e-17   \n",
       "137475  335583.7616  4261796.588  -275            2.520000e-08  3.150000e-17   \n",
       "137476  335583.7616  4261796.588  -325            2.590000e-08  3.180000e-17   \n",
       "137477  335583.7616  4261796.588  -375            2.570000e-08  3.480000e-17   \n",
       "137478  335583.7616  4261796.588  -425            2.780000e-08  3.860000e-17   \n",
       "137479  335583.7616  4261796.588  -475            2.620000e-08  3.350000e-17   \n",
       "137480  335583.7616  4261796.588  -525            2.650000e-08  3.380000e-17   \n",
       "137481  335583.7616  4261796.588  -575            2.600000e-08  3.320000e-17   \n",
       "137482  335583.7616  4261796.588  -625            2.060000e-08  2.690000e-17   \n",
       "137483  335583.7616  4261796.588  -675            2.260000e-08  2.990000e-17   \n",
       "137484  335583.7616  4261796.588  -725            2.390000e-08  3.290000e-17   \n",
       "137485  335583.7616  4261796.588  -775            2.310000e-08  3.070000e-17   \n",
       "137486  335583.7616  4261796.588  -825            2.500000e-08  3.310000e-17   \n",
       "137487  335583.7616  4261796.588  -875            2.170000e-08  2.760000e-17   \n",
       "137488  335583.7616  4261796.588  -925            2.280000e-08  2.800000e-17   \n",
       "137489  335583.7616  4261796.588  -975            2.110000e-08  2.670000e-17   \n",
       "137490  335583.7616  4261796.588 -1025            2.200000e-08  2.840000e-17   \n",
       "137491  335583.7616  4261796.588 -1075            1.980000e-08  2.430000e-17   \n",
       "137492  335583.7616  4261796.588 -1125            2.400000e-08  2.770000e-17   \n",
       "137493  335583.7616  4261796.588 -1175            2.290000e-08  2.370000e-17   \n",
       "137494  335583.7616  4261796.588 -1225            2.480000e-08  3.020000e-17   \n",
       "137495  335583.7616  4261796.588 -1275            2.980000e-08  4.060000e-17   \n",
       "137496  335583.7616  4261796.588 -1325            2.150000e-08  2.910000e-17   \n",
       "137497  335583.7616  4261796.588 -1375            2.150000e-08  2.590000e-17   \n",
       "137498  335583.7616  4261796.588 -1425            1.810000e-08  2.260000e-17   \n",
       "137499  335583.7616  4261796.588 -1475            1.540000e-08  2.010000e-17   \n",
       "\n",
       "         Oda_Kij[m2]   Oda_Kjj[m2]   Oda_Kjk[m2]   Oda_Kki[m2]   Oda_Kkk[m2]  \\\n",
       "0       0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "1       0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "2       0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "3       0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "4       0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "5       0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "6       0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "7       0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "8       0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "9       0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "10      0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "11      0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "12      0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "13      0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "14      0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "15      0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "16      0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "17      0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "18      0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "19      0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "20      0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "21      0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "22      0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "23      0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "24      0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "25      0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
       "26      1.170000e-19  2.760000e-17  1.800000e-18 -3.640000e-18  3.170000e-17   \n",
       "27      1.600000e-18  3.540000e-17  1.340000e-18 -2.930000e-18  3.600000e-17   \n",
       "28      2.240000e-18  2.740000e-17  1.410000e-18 -1.060000e-18  3.440000e-17   \n",
       "29      2.330000e-18  2.800000e-17  3.550000e-18 -4.420000e-18  3.050000e-17   \n",
       "...              ...           ...           ...           ...           ...   \n",
       "137470  1.900000e-18  2.700000e-17  1.140000e-18 -6.060000e-18  3.070000e-17   \n",
       "137471  2.050000e-18  2.420000e-17  1.600000e-18 -2.580000e-18  2.980000e-17   \n",
       "137472  1.770000e-18  3.010000e-17  1.370000e-18 -2.560000e-18  3.360000e-17   \n",
       "137473  3.380000e-19  3.040000e-17  3.630000e-18 -5.020000e-18  3.940000e-17   \n",
       "137474 -1.780000e-19  3.470000e-17  3.980000e-18 -5.760000e-18  4.300000e-17   \n",
       "137475 -9.770000e-19  3.180000e-17  2.620000e-18 -4.190000e-18  4.260000e-17   \n",
       "137476 -1.230000e-19  3.510000e-17  3.310000e-18 -3.960000e-18  4.050000e-17   \n",
       "137477  1.100000e-18  3.170000e-17  1.980000e-18 -1.740000e-18  3.870000e-17   \n",
       "137478  3.110000e-18  3.600000e-17  1.110000e-18 -6.640000e-18  4.130000e-17   \n",
       "137479  3.880000e-18  3.400000e-17  1.080000e-18 -3.920000e-18  3.870000e-17   \n",
       "137480  4.790000e-18  3.510000e-17  4.310000e-18 -3.990000e-18  3.880000e-17   \n",
       "137481  2.130000e-18  3.380000e-17  4.350000e-18 -4.000000e-18  3.680000e-17   \n",
       "137482  1.090000e-18  2.470000e-17  1.830000e-18 -3.200000e-18  2.960000e-17   \n",
       "137483  1.600000e-18  2.580000e-17  1.580000e-18 -3.660000e-18  3.130000e-17   \n",
       "137484  2.410000e-18  3.110000e-17  2.540000e-18 -3.780000e-18  3.350000e-17   \n",
       "137485  3.220000e-18  3.380000e-17  1.760000e-18 -3.350000e-18  3.520000e-17   \n",
       "137486  4.810000e-18  3.480000e-17  5.270000e-18 -7.120000e-18  3.690000e-17   \n",
       "137487  2.130000e-18  2.740000e-17  4.810000e-18 -3.550000e-18  3.110000e-17   \n",
       "137488  1.080000e-18  3.000000e-17  3.110000e-18 -3.270000e-18  3.320000e-17   \n",
       "137489  9.260000e-19  2.850000e-17  1.520000e-18 -4.310000e-18  3.050000e-17   \n",
       "137490 -1.080000e-20  2.890000e-17  3.330000e-18 -5.890000e-18  2.950000e-17   \n",
       "137491  6.480000e-20  2.400000e-17  4.090000e-18 -3.290000e-18  2.900000e-17   \n",
       "137492  2.700000e-19  3.340000e-17  3.620000e-18 -5.380000e-18  3.300000e-17   \n",
       "137493  1.150000e-18  3.100000e-17  3.290000e-18 -3.700000e-18  3.430000e-17   \n",
       "137494  8.120000e-19  3.210000e-17  2.290000e-18 -2.870000e-18  3.640000e-17   \n",
       "137495  2.150000e-18  3.660000e-17  3.590000e-18 -5.500000e-18  4.200000e-17   \n",
       "137496  1.590000e-18  2.340000e-17  1.210000e-18 -1.640000e-18  3.290000e-17   \n",
       "137497  9.540000e-19  2.360000e-17  9.200000e-19 -3.410000e-18  3.100000e-17   \n",
       "137498  4.060000e-19  2.170000e-17  1.830000e-18 -4.000000e-18  2.410000e-17   \n",
       "137499 -1.580000e-19  2.010000e-17  2.830000e-18  1.180000e-18  2.040000e-17   \n",
       "\n",
       "            poro  \n",
       "0       0.000000  \n",
       "1       0.000000  \n",
       "2       0.000000  \n",
       "3       0.000000  \n",
       "4       0.000000  \n",
       "5       0.000000  \n",
       "6       0.000000  \n",
       "7       0.000000  \n",
       "8       0.000000  \n",
       "9       0.000000  \n",
       "10      0.000000  \n",
       "11      0.000000  \n",
       "12      0.000000  \n",
       "13      0.000000  \n",
       "14      0.000000  \n",
       "15      0.000000  \n",
       "16      0.000000  \n",
       "17      0.000000  \n",
       "18      0.000000  \n",
       "19      0.000000  \n",
       "20      0.000000  \n",
       "21      0.000000  \n",
       "22      0.000000  \n",
       "23      0.000000  \n",
       "24      0.000000  \n",
       "25      0.000000  \n",
       "26      0.003025  \n",
       "27      0.003626  \n",
       "28      0.003244  \n",
       "29      0.002881  \n",
       "...          ...  \n",
       "137470  0.002908  \n",
       "137471  0.002789  \n",
       "137472  0.003205  \n",
       "137473  0.003380  \n",
       "137474  0.003739  \n",
       "137475  0.003482  \n",
       "137476  0.003578  \n",
       "137477  0.003549  \n",
       "137478  0.003845  \n",
       "137479  0.003612  \n",
       "137480  0.003654  \n",
       "137481  0.003597  \n",
       "137482  0.002848  \n",
       "137483  0.003120  \n",
       "137484  0.003305  \n",
       "137485  0.003193  \n",
       "137486  0.003455  \n",
       "137487  0.003003  \n",
       "137488  0.003149  \n",
       "137489  0.002910  \n",
       "137490  0.003045  \n",
       "137491  0.002738  \n",
       "137492  0.003309  \n",
       "137493  0.003160  \n",
       "137494  0.003428  \n",
       "137495  0.004113  \n",
       "137496  0.002968  \n",
       "137497  0.002967  \n",
       "137498  0.002501  \n",
       "137499  0.002126  \n",
       "\n",
       "[137500 rows x 11 columns]"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data2"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "data3 = data2.query('poro != 0')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>x</th>\n",
       "      <th>y</th>\n",
       "      <th>z</th>\n",
       "      <th>Compressibility[1/kPa]</th>\n",
       "      <th>Oda_Kii[m2]</th>\n",
       "      <th>Oda_Kij[m2]</th>\n",
       "      <th>Oda_Kjj[m2]</th>\n",
       "      <th>Oda_Kjk[m2]</th>\n",
       "      <th>Oda_Kki[m2]</th>\n",
       "      <th>Oda_Kkk[m2]</th>\n",
       "      <th>poro</th>\n",
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       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-75</td>\n",
       "      <td>2.190000e-08</td>\n",
       "      <td>2.640000e-17</td>\n",
       "      <td>1.170000e-19</td>\n",
       "      <td>2.760000e-17</td>\n",
       "      <td>1.800000e-18</td>\n",
       "      <td>-3.640000e-18</td>\n",
       "      <td>3.170000e-17</td>\n",
       "      <td>0.003025</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-125</td>\n",
       "      <td>2.630000e-08</td>\n",
       "      <td>3.550000e-17</td>\n",
       "      <td>1.600000e-18</td>\n",
       "      <td>3.540000e-17</td>\n",
       "      <td>1.340000e-18</td>\n",
       "      <td>-2.930000e-18</td>\n",
       "      <td>3.600000e-17</td>\n",
       "      <td>0.003626</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-175</td>\n",
       "      <td>2.350000e-08</td>\n",
       "      <td>2.930000e-17</td>\n",
       "      <td>2.240000e-18</td>\n",
       "      <td>2.740000e-17</td>\n",
       "      <td>1.410000e-18</td>\n",
       "      <td>-1.060000e-18</td>\n",
       "      <td>3.440000e-17</td>\n",
       "      <td>0.003244</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-225</td>\n",
       "      <td>2.090000e-08</td>\n",
       "      <td>2.490000e-17</td>\n",
       "      <td>2.330000e-18</td>\n",
       "      <td>2.800000e-17</td>\n",
       "      <td>3.550000e-18</td>\n",
       "      <td>-4.420000e-18</td>\n",
       "      <td>3.050000e-17</td>\n",
       "      <td>0.002881</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-275</td>\n",
       "      <td>1.910000e-08</td>\n",
       "      <td>2.410000e-17</td>\n",
       "      <td>1.830000e-18</td>\n",
       "      <td>2.970000e-17</td>\n",
       "      <td>1.660000e-18</td>\n",
       "      <td>-3.280000e-18</td>\n",
       "      <td>2.540000e-17</td>\n",
       "      <td>0.002642</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-325</td>\n",
       "      <td>2.590000e-08</td>\n",
       "      <td>3.030000e-17</td>\n",
       "      <td>1.260000e-18</td>\n",
       "      <td>3.730000e-17</td>\n",
       "      <td>4.110000e-18</td>\n",
       "      <td>-4.980000e-18</td>\n",
       "      <td>3.680000e-17</td>\n",
       "      <td>0.003579</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-375</td>\n",
       "      <td>2.390000e-08</td>\n",
       "      <td>2.750000e-17</td>\n",
       "      <td>9.070000e-19</td>\n",
       "      <td>3.450000e-17</td>\n",
       "      <td>7.160000e-19</td>\n",
       "      <td>-7.070000e-18</td>\n",
       "      <td>3.290000e-17</td>\n",
       "      <td>0.003301</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-425</td>\n",
       "      <td>2.470000e-08</td>\n",
       "      <td>3.450000e-17</td>\n",
       "      <td>2.640000e-18</td>\n",
       "      <td>3.480000e-17</td>\n",
       "      <td>2.700000e-18</td>\n",
       "      <td>-8.180000e-18</td>\n",
       "      <td>3.360000e-17</td>\n",
       "      <td>0.003408</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-475</td>\n",
       "      <td>2.340000e-08</td>\n",
       "      <td>2.780000e-17</td>\n",
       "      <td>9.050000e-19</td>\n",
       "      <td>3.210000e-17</td>\n",
       "      <td>3.210000e-18</td>\n",
       "      <td>-4.630000e-18</td>\n",
       "      <td>3.660000e-17</td>\n",
       "      <td>0.003232</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-525</td>\n",
       "      <td>2.620000e-08</td>\n",
       "      <td>3.320000e-17</td>\n",
       "      <td>2.610000e-18</td>\n",
       "      <td>3.780000e-17</td>\n",
       "      <td>3.660000e-18</td>\n",
       "      <td>-6.160000e-18</td>\n",
       "      <td>3.930000e-17</td>\n",
       "      <td>0.003622</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-575</td>\n",
       "      <td>2.150000e-08</td>\n",
       "      <td>3.000000e-17</td>\n",
       "      <td>3.100000e-18</td>\n",
       "      <td>2.960000e-17</td>\n",
       "      <td>3.290000e-18</td>\n",
       "      <td>-5.370000e-18</td>\n",
       "      <td>3.220000e-17</td>\n",
       "      <td>0.002975</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-625</td>\n",
       "      <td>2.120000e-08</td>\n",
       "      <td>2.740000e-17</td>\n",
       "      <td>3.770000e-18</td>\n",
       "      <td>2.950000e-17</td>\n",
       "      <td>3.440000e-18</td>\n",
       "      <td>-6.700000e-18</td>\n",
       "      <td>3.140000e-17</td>\n",
       "      <td>0.002929</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-675</td>\n",
       "      <td>1.910000e-08</td>\n",
       "      <td>2.510000e-17</td>\n",
       "      <td>2.540000e-18</td>\n",
       "      <td>2.500000e-17</td>\n",
       "      <td>3.290000e-18</td>\n",
       "      <td>-3.190000e-18</td>\n",
       "      <td>2.770000e-17</td>\n",
       "      <td>0.002632</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-725</td>\n",
       "      <td>2.230000e-08</td>\n",
       "      <td>2.830000e-17</td>\n",
       "      <td>1.480000e-18</td>\n",
       "      <td>3.290000e-17</td>\n",
       "      <td>4.910000e-18</td>\n",
       "      <td>-3.600000e-18</td>\n",
       "      <td>3.110000e-17</td>\n",
       "      <td>0.003080</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-775</td>\n",
       "      <td>2.500000e-08</td>\n",
       "      <td>3.210000e-17</td>\n",
       "      <td>1.900000e-18</td>\n",
       "      <td>3.380000e-17</td>\n",
       "      <td>4.660000e-18</td>\n",
       "      <td>-6.350000e-18</td>\n",
       "      <td>3.330000e-17</td>\n",
       "      <td>0.003451</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-825</td>\n",
       "      <td>2.530000e-08</td>\n",
       "      <td>3.200000e-17</td>\n",
       "      <td>1.420000e-18</td>\n",
       "      <td>2.930000e-17</td>\n",
       "      <td>4.130000e-18</td>\n",
       "      <td>-6.180000e-18</td>\n",
       "      <td>3.350000e-17</td>\n",
       "      <td>0.003498</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-875</td>\n",
       "      <td>2.260000e-08</td>\n",
       "      <td>2.840000e-17</td>\n",
       "      <td>2.990000e-18</td>\n",
       "      <td>2.820000e-17</td>\n",
       "      <td>3.430000e-18</td>\n",
       "      <td>-5.090000e-18</td>\n",
       "      <td>2.750000e-17</td>\n",
       "      <td>0.003117</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-925</td>\n",
       "      <td>1.940000e-08</td>\n",
       "      <td>2.090000e-17</td>\n",
       "      <td>2.850000e-18</td>\n",
       "      <td>2.850000e-17</td>\n",
       "      <td>1.540000e-18</td>\n",
       "      <td>-2.180000e-18</td>\n",
       "      <td>2.500000e-17</td>\n",
       "      <td>0.002684</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-975</td>\n",
       "      <td>2.180000e-08</td>\n",
       "      <td>2.810000e-17</td>\n",
       "      <td>2.030000e-18</td>\n",
       "      <td>3.230000e-17</td>\n",
       "      <td>9.790000e-19</td>\n",
       "      <td>-8.300000e-20</td>\n",
       "      <td>2.690000e-17</td>\n",
       "      <td>0.003009</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-1025</td>\n",
       "      <td>2.190000e-08</td>\n",
       "      <td>2.450000e-17</td>\n",
       "      <td>2.110000e-18</td>\n",
       "      <td>2.890000e-17</td>\n",
       "      <td>1.060000e-18</td>\n",
       "      <td>-3.590000e-18</td>\n",
       "      <td>3.140000e-17</td>\n",
       "      <td>0.003026</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-1075</td>\n",
       "      <td>2.770000e-08</td>\n",
       "      <td>3.630000e-17</td>\n",
       "      <td>5.960000e-20</td>\n",
       "      <td>3.440000e-17</td>\n",
       "      <td>4.260000e-18</td>\n",
       "      <td>-4.760000e-18</td>\n",
       "      <td>3.930000e-17</td>\n",
       "      <td>0.003821</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-1125</td>\n",
       "      <td>3.110000e-08</td>\n",
       "      <td>4.270000e-17</td>\n",
       "      <td>-6.190000e-19</td>\n",
       "      <td>3.960000e-17</td>\n",
       "      <td>6.220000e-18</td>\n",
       "      <td>-4.750000e-18</td>\n",
       "      <td>4.550000e-17</td>\n",
       "      <td>0.004298</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-1175</td>\n",
       "      <td>2.580000e-08</td>\n",
       "      <td>3.630000e-17</td>\n",
       "      <td>1.140000e-18</td>\n",
       "      <td>3.330000e-17</td>\n",
       "      <td>1.640000e-18</td>\n",
       "      <td>-2.210000e-18</td>\n",
       "      <td>3.570000e-17</td>\n",
       "      <td>0.003558</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-1225</td>\n",
       "      <td>2.150000e-08</td>\n",
       "      <td>2.730000e-17</td>\n",
       "      <td>2.880000e-18</td>\n",
       "      <td>2.720000e-17</td>\n",
       "      <td>2.540000e-18</td>\n",
       "      <td>-6.390000e-18</td>\n",
       "      <td>3.070000e-17</td>\n",
       "      <td>0.002970</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-1275</td>\n",
       "      <td>2.860000e-08</td>\n",
       "      <td>3.980000e-17</td>\n",
       "      <td>3.290000e-18</td>\n",
       "      <td>3.770000e-17</td>\n",
       "      <td>4.350000e-18</td>\n",
       "      <td>-6.950000e-18</td>\n",
       "      <td>3.990000e-17</td>\n",
       "      <td>0.003945</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-1325</td>\n",
       "      <td>2.380000e-08</td>\n",
       "      <td>3.360000e-17</td>\n",
       "      <td>-3.580000e-19</td>\n",
       "      <td>3.130000e-17</td>\n",
       "      <td>2.900000e-18</td>\n",
       "      <td>-2.980000e-18</td>\n",
       "      <td>3.440000e-17</td>\n",
       "      <td>0.003294</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-1375</td>\n",
       "      <td>2.250000e-08</td>\n",
       "      <td>2.860000e-17</td>\n",
       "      <td>9.280000e-19</td>\n",
       "      <td>2.960000e-17</td>\n",
       "      <td>3.520000e-18</td>\n",
       "      <td>-5.310000e-18</td>\n",
       "      <td>3.180000e-17</td>\n",
       "      <td>0.003110</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-1425</td>\n",
       "      <td>2.330000e-08</td>\n",
       "      <td>2.790000e-17</td>\n",
       "      <td>6.030000e-19</td>\n",
       "      <td>2.800000e-17</td>\n",
       "      <td>2.840000e-18</td>\n",
       "      <td>-3.830000e-18</td>\n",
       "      <td>3.110000e-17</td>\n",
       "      <td>0.003219</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-1475</td>\n",
       "      <td>2.000000e-08</td>\n",
       "      <td>2.580000e-17</td>\n",
       "      <td>1.490000e-18</td>\n",
       "      <td>2.560000e-17</td>\n",
       "      <td>2.730000e-18</td>\n",
       "      <td>-4.240000e-18</td>\n",
       "      <td>2.730000e-17</td>\n",
       "      <td>0.002759</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>334377.5913</td>\n",
       "      <td>4265007.141</td>\n",
       "      <td>-75</td>\n",
       "      <td>2.650000e-08</td>\n",
       "      <td>3.220000e-17</td>\n",
       "      <td>4.330000e-19</td>\n",
       "      <td>3.580000e-17</td>\n",
       "      <td>2.060000e-18</td>\n",
       "      <td>-4.710000e-18</td>\n",
       "      <td>3.700000e-17</td>\n",
       "      <td>0.003662</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137470</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-25</td>\n",
       "      <td>2.110000e-08</td>\n",
       "      <td>2.920000e-17</td>\n",
       "      <td>1.900000e-18</td>\n",
       "      <td>2.700000e-17</td>\n",
       "      <td>1.140000e-18</td>\n",
       "      <td>-6.060000e-18</td>\n",
       "      <td>3.070000e-17</td>\n",
       "      <td>0.002908</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137471</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-75</td>\n",
       "      <td>2.020000e-08</td>\n",
       "      <td>3.080000e-17</td>\n",
       "      <td>2.050000e-18</td>\n",
       "      <td>2.420000e-17</td>\n",
       "      <td>1.600000e-18</td>\n",
       "      <td>-2.580000e-18</td>\n",
       "      <td>2.980000e-17</td>\n",
       "      <td>0.002789</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137472</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-125</td>\n",
       "      <td>2.320000e-08</td>\n",
       "      <td>3.090000e-17</td>\n",
       "      <td>1.770000e-18</td>\n",
       "      <td>3.010000e-17</td>\n",
       "      <td>1.370000e-18</td>\n",
       "      <td>-2.560000e-18</td>\n",
       "      <td>3.360000e-17</td>\n",
       "      <td>0.003205</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137473</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-175</td>\n",
       "      <td>2.450000e-08</td>\n",
       "      <td>3.040000e-17</td>\n",
       "      <td>3.380000e-19</td>\n",
       "      <td>3.040000e-17</td>\n",
       "      <td>3.630000e-18</td>\n",
       "      <td>-5.020000e-18</td>\n",
       "      <td>3.940000e-17</td>\n",
       "      <td>0.003380</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137474</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-225</td>\n",
       "      <td>2.710000e-08</td>\n",
       "      <td>3.640000e-17</td>\n",
       "      <td>-1.780000e-19</td>\n",
       "      <td>3.470000e-17</td>\n",
       "      <td>3.980000e-18</td>\n",
       "      <td>-5.760000e-18</td>\n",
       "      <td>4.300000e-17</td>\n",
       "      <td>0.003739</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137475</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-275</td>\n",
       "      <td>2.520000e-08</td>\n",
       "      <td>3.150000e-17</td>\n",
       "      <td>-9.770000e-19</td>\n",
       "      <td>3.180000e-17</td>\n",
       "      <td>2.620000e-18</td>\n",
       "      <td>-4.190000e-18</td>\n",
       "      <td>4.260000e-17</td>\n",
       "      <td>0.003482</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137476</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-325</td>\n",
       "      <td>2.590000e-08</td>\n",
       "      <td>3.180000e-17</td>\n",
       "      <td>-1.230000e-19</td>\n",
       "      <td>3.510000e-17</td>\n",
       "      <td>3.310000e-18</td>\n",
       "      <td>-3.960000e-18</td>\n",
       "      <td>4.050000e-17</td>\n",
       "      <td>0.003578</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137477</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-375</td>\n",
       "      <td>2.570000e-08</td>\n",
       "      <td>3.480000e-17</td>\n",
       "      <td>1.100000e-18</td>\n",
       "      <td>3.170000e-17</td>\n",
       "      <td>1.980000e-18</td>\n",
       "      <td>-1.740000e-18</td>\n",
       "      <td>3.870000e-17</td>\n",
       "      <td>0.003549</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137478</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-425</td>\n",
       "      <td>2.780000e-08</td>\n",
       "      <td>3.860000e-17</td>\n",
       "      <td>3.110000e-18</td>\n",
       "      <td>3.600000e-17</td>\n",
       "      <td>1.110000e-18</td>\n",
       "      <td>-6.640000e-18</td>\n",
       "      <td>4.130000e-17</td>\n",
       "      <td>0.003845</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137479</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-475</td>\n",
       "      <td>2.620000e-08</td>\n",
       "      <td>3.350000e-17</td>\n",
       "      <td>3.880000e-18</td>\n",
       "      <td>3.400000e-17</td>\n",
       "      <td>1.080000e-18</td>\n",
       "      <td>-3.920000e-18</td>\n",
       "      <td>3.870000e-17</td>\n",
       "      <td>0.003612</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137480</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-525</td>\n",
       "      <td>2.650000e-08</td>\n",
       "      <td>3.380000e-17</td>\n",
       "      <td>4.790000e-18</td>\n",
       "      <td>3.510000e-17</td>\n",
       "      <td>4.310000e-18</td>\n",
       "      <td>-3.990000e-18</td>\n",
       "      <td>3.880000e-17</td>\n",
       "      <td>0.003654</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137481</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-575</td>\n",
       "      <td>2.600000e-08</td>\n",
       "      <td>3.320000e-17</td>\n",
       "      <td>2.130000e-18</td>\n",
       "      <td>3.380000e-17</td>\n",
       "      <td>4.350000e-18</td>\n",
       "      <td>-4.000000e-18</td>\n",
       "      <td>3.680000e-17</td>\n",
       "      <td>0.003597</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137482</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-625</td>\n",
       "      <td>2.060000e-08</td>\n",
       "      <td>2.690000e-17</td>\n",
       "      <td>1.090000e-18</td>\n",
       "      <td>2.470000e-17</td>\n",
       "      <td>1.830000e-18</td>\n",
       "      <td>-3.200000e-18</td>\n",
       "      <td>2.960000e-17</td>\n",
       "      <td>0.002848</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137483</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-675</td>\n",
       "      <td>2.260000e-08</td>\n",
       "      <td>2.990000e-17</td>\n",
       "      <td>1.600000e-18</td>\n",
       "      <td>2.580000e-17</td>\n",
       "      <td>1.580000e-18</td>\n",
       "      <td>-3.660000e-18</td>\n",
       "      <td>3.130000e-17</td>\n",
       "      <td>0.003120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137484</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-725</td>\n",
       "      <td>2.390000e-08</td>\n",
       "      <td>3.290000e-17</td>\n",
       "      <td>2.410000e-18</td>\n",
       "      <td>3.110000e-17</td>\n",
       "      <td>2.540000e-18</td>\n",
       "      <td>-3.780000e-18</td>\n",
       "      <td>3.350000e-17</td>\n",
       "      <td>0.003305</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137485</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-775</td>\n",
       "      <td>2.310000e-08</td>\n",
       "      <td>3.070000e-17</td>\n",
       "      <td>3.220000e-18</td>\n",
       "      <td>3.380000e-17</td>\n",
       "      <td>1.760000e-18</td>\n",
       "      <td>-3.350000e-18</td>\n",
       "      <td>3.520000e-17</td>\n",
       "      <td>0.003193</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137486</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-825</td>\n",
       "      <td>2.500000e-08</td>\n",
       "      <td>3.310000e-17</td>\n",
       "      <td>4.810000e-18</td>\n",
       "      <td>3.480000e-17</td>\n",
       "      <td>5.270000e-18</td>\n",
       "      <td>-7.120000e-18</td>\n",
       "      <td>3.690000e-17</td>\n",
       "      <td>0.003455</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137487</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-875</td>\n",
       "      <td>2.170000e-08</td>\n",
       "      <td>2.760000e-17</td>\n",
       "      <td>2.130000e-18</td>\n",
       "      <td>2.740000e-17</td>\n",
       "      <td>4.810000e-18</td>\n",
       "      <td>-3.550000e-18</td>\n",
       "      <td>3.110000e-17</td>\n",
       "      <td>0.003003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137488</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-925</td>\n",
       "      <td>2.280000e-08</td>\n",
       "      <td>2.800000e-17</td>\n",
       "      <td>1.080000e-18</td>\n",
       "      <td>3.000000e-17</td>\n",
       "      <td>3.110000e-18</td>\n",
       "      <td>-3.270000e-18</td>\n",
       "      <td>3.320000e-17</td>\n",
       "      <td>0.003149</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137489</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-975</td>\n",
       "      <td>2.110000e-08</td>\n",
       "      <td>2.670000e-17</td>\n",
       "      <td>9.260000e-19</td>\n",
       "      <td>2.850000e-17</td>\n",
       "      <td>1.520000e-18</td>\n",
       "      <td>-4.310000e-18</td>\n",
       "      <td>3.050000e-17</td>\n",
       "      <td>0.002910</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137490</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1025</td>\n",
       "      <td>2.200000e-08</td>\n",
       "      <td>2.840000e-17</td>\n",
       "      <td>-1.080000e-20</td>\n",
       "      <td>2.890000e-17</td>\n",
       "      <td>3.330000e-18</td>\n",
       "      <td>-5.890000e-18</td>\n",
       "      <td>2.950000e-17</td>\n",
       "      <td>0.003045</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137491</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1075</td>\n",
       "      <td>1.980000e-08</td>\n",
       "      <td>2.430000e-17</td>\n",
       "      <td>6.480000e-20</td>\n",
       "      <td>2.400000e-17</td>\n",
       "      <td>4.090000e-18</td>\n",
       "      <td>-3.290000e-18</td>\n",
       "      <td>2.900000e-17</td>\n",
       "      <td>0.002738</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137492</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1125</td>\n",
       "      <td>2.400000e-08</td>\n",
       "      <td>2.770000e-17</td>\n",
       "      <td>2.700000e-19</td>\n",
       "      <td>3.340000e-17</td>\n",
       "      <td>3.620000e-18</td>\n",
       "      <td>-5.380000e-18</td>\n",
       "      <td>3.300000e-17</td>\n",
       "      <td>0.003309</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137493</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1175</td>\n",
       "      <td>2.290000e-08</td>\n",
       "      <td>2.370000e-17</td>\n",
       "      <td>1.150000e-18</td>\n",
       "      <td>3.100000e-17</td>\n",
       "      <td>3.290000e-18</td>\n",
       "      <td>-3.700000e-18</td>\n",
       "      <td>3.430000e-17</td>\n",
       "      <td>0.003160</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137494</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1225</td>\n",
       "      <td>2.480000e-08</td>\n",
       "      <td>3.020000e-17</td>\n",
       "      <td>8.120000e-19</td>\n",
       "      <td>3.210000e-17</td>\n",
       "      <td>2.290000e-18</td>\n",
       "      <td>-2.870000e-18</td>\n",
       "      <td>3.640000e-17</td>\n",
       "      <td>0.003428</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137495</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1275</td>\n",
       "      <td>2.980000e-08</td>\n",
       "      <td>4.060000e-17</td>\n",
       "      <td>2.150000e-18</td>\n",
       "      <td>3.660000e-17</td>\n",
       "      <td>3.590000e-18</td>\n",
       "      <td>-5.500000e-18</td>\n",
       "      <td>4.200000e-17</td>\n",
       "      <td>0.004113</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137496</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1325</td>\n",
       "      <td>2.150000e-08</td>\n",
       "      <td>2.910000e-17</td>\n",
       "      <td>1.590000e-18</td>\n",
       "      <td>2.340000e-17</td>\n",
       "      <td>1.210000e-18</td>\n",
       "      <td>-1.640000e-18</td>\n",
       "      <td>3.290000e-17</td>\n",
       "      <td>0.002968</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137497</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1375</td>\n",
       "      <td>2.150000e-08</td>\n",
       "      <td>2.590000e-17</td>\n",
       "      <td>9.540000e-19</td>\n",
       "      <td>2.360000e-17</td>\n",
       "      <td>9.200000e-19</td>\n",
       "      <td>-3.410000e-18</td>\n",
       "      <td>3.100000e-17</td>\n",
       "      <td>0.002967</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137498</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1425</td>\n",
       "      <td>1.810000e-08</td>\n",
       "      <td>2.260000e-17</td>\n",
       "      <td>4.060000e-19</td>\n",
       "      <td>2.170000e-17</td>\n",
       "      <td>1.830000e-18</td>\n",
       "      <td>-4.000000e-18</td>\n",
       "      <td>2.410000e-17</td>\n",
       "      <td>0.002501</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137499</th>\n",
       "      <td>335583.7616</td>\n",
       "      <td>4261796.588</td>\n",
       "      <td>-1475</td>\n",
       "      <td>1.540000e-08</td>\n",
       "      <td>2.010000e-17</td>\n",
       "      <td>-1.580000e-19</td>\n",
       "      <td>2.010000e-17</td>\n",
       "      <td>2.830000e-18</td>\n",
       "      <td>1.180000e-18</td>\n",
       "      <td>2.040000e-17</td>\n",
       "      <td>0.002126</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>97688 rows × 11 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                  x            y     z  Compressibility[1/kPa]   Oda_Kii[m2]  \\\n",
       "26      334398.7222  4265052.456   -75            2.190000e-08  2.640000e-17   \n",
       "27      334398.7222  4265052.456  -125            2.630000e-08  3.550000e-17   \n",
       "28      334398.7222  4265052.456  -175            2.350000e-08  2.930000e-17   \n",
       "29      334398.7222  4265052.456  -225            2.090000e-08  2.490000e-17   \n",
       "30      334398.7222  4265052.456  -275            1.910000e-08  2.410000e-17   \n",
       "31      334398.7222  4265052.456  -325            2.590000e-08  3.030000e-17   \n",
       "32      334398.7222  4265052.456  -375            2.390000e-08  2.750000e-17   \n",
       "33      334398.7222  4265052.456  -425            2.470000e-08  3.450000e-17   \n",
       "34      334398.7222  4265052.456  -475            2.340000e-08  2.780000e-17   \n",
       "35      334398.7222  4265052.456  -525            2.620000e-08  3.320000e-17   \n",
       "36      334398.7222  4265052.456  -575            2.150000e-08  3.000000e-17   \n",
       "37      334398.7222  4265052.456  -625            2.120000e-08  2.740000e-17   \n",
       "38      334398.7222  4265052.456  -675            1.910000e-08  2.510000e-17   \n",
       "39      334398.7222  4265052.456  -725            2.230000e-08  2.830000e-17   \n",
       "40      334398.7222  4265052.456  -775            2.500000e-08  3.210000e-17   \n",
       "41      334398.7222  4265052.456  -825            2.530000e-08  3.200000e-17   \n",
       "42      334398.7222  4265052.456  -875            2.260000e-08  2.840000e-17   \n",
       "43      334398.7222  4265052.456  -925            1.940000e-08  2.090000e-17   \n",
       "44      334398.7222  4265052.456  -975            2.180000e-08  2.810000e-17   \n",
       "45      334398.7222  4265052.456 -1025            2.190000e-08  2.450000e-17   \n",
       "46      334398.7222  4265052.456 -1075            2.770000e-08  3.630000e-17   \n",
       "47      334398.7222  4265052.456 -1125            3.110000e-08  4.270000e-17   \n",
       "48      334398.7222  4265052.456 -1175            2.580000e-08  3.630000e-17   \n",
       "49      334398.7222  4265052.456 -1225            2.150000e-08  2.730000e-17   \n",
       "50      334398.7222  4265052.456 -1275            2.860000e-08  3.980000e-17   \n",
       "51      334398.7222  4265052.456 -1325            2.380000e-08  3.360000e-17   \n",
       "52      334398.7222  4265052.456 -1375            2.250000e-08  2.860000e-17   \n",
       "53      334398.7222  4265052.456 -1425            2.330000e-08  2.790000e-17   \n",
       "54      334398.7222  4265052.456 -1475            2.000000e-08  2.580000e-17   \n",
       "81      334377.5913  4265007.141   -75            2.650000e-08  3.220000e-17   \n",
       "...             ...          ...   ...                     ...           ...   \n",
       "137470  335583.7616  4261796.588   -25            2.110000e-08  2.920000e-17   \n",
       "137471  335583.7616  4261796.588   -75            2.020000e-08  3.080000e-17   \n",
       "137472  335583.7616  4261796.588  -125            2.320000e-08  3.090000e-17   \n",
       "137473  335583.7616  4261796.588  -175            2.450000e-08  3.040000e-17   \n",
       "137474  335583.7616  4261796.588  -225            2.710000e-08  3.640000e-17   \n",
       "137475  335583.7616  4261796.588  -275            2.520000e-08  3.150000e-17   \n",
       "137476  335583.7616  4261796.588  -325            2.590000e-08  3.180000e-17   \n",
       "137477  335583.7616  4261796.588  -375            2.570000e-08  3.480000e-17   \n",
       "137478  335583.7616  4261796.588  -425            2.780000e-08  3.860000e-17   \n",
       "137479  335583.7616  4261796.588  -475            2.620000e-08  3.350000e-17   \n",
       "137480  335583.7616  4261796.588  -525            2.650000e-08  3.380000e-17   \n",
       "137481  335583.7616  4261796.588  -575            2.600000e-08  3.320000e-17   \n",
       "137482  335583.7616  4261796.588  -625            2.060000e-08  2.690000e-17   \n",
       "137483  335583.7616  4261796.588  -675            2.260000e-08  2.990000e-17   \n",
       "137484  335583.7616  4261796.588  -725            2.390000e-08  3.290000e-17   \n",
       "137485  335583.7616  4261796.588  -775            2.310000e-08  3.070000e-17   \n",
       "137486  335583.7616  4261796.588  -825            2.500000e-08  3.310000e-17   \n",
       "137487  335583.7616  4261796.588  -875            2.170000e-08  2.760000e-17   \n",
       "137488  335583.7616  4261796.588  -925            2.280000e-08  2.800000e-17   \n",
       "137489  335583.7616  4261796.588  -975            2.110000e-08  2.670000e-17   \n",
       "137490  335583.7616  4261796.588 -1025            2.200000e-08  2.840000e-17   \n",
       "137491  335583.7616  4261796.588 -1075            1.980000e-08  2.430000e-17   \n",
       "137492  335583.7616  4261796.588 -1125            2.400000e-08  2.770000e-17   \n",
       "137493  335583.7616  4261796.588 -1175            2.290000e-08  2.370000e-17   \n",
       "137494  335583.7616  4261796.588 -1225            2.480000e-08  3.020000e-17   \n",
       "137495  335583.7616  4261796.588 -1275            2.980000e-08  4.060000e-17   \n",
       "137496  335583.7616  4261796.588 -1325            2.150000e-08  2.910000e-17   \n",
       "137497  335583.7616  4261796.588 -1375            2.150000e-08  2.590000e-17   \n",
       "137498  335583.7616  4261796.588 -1425            1.810000e-08  2.260000e-17   \n",
       "137499  335583.7616  4261796.588 -1475            1.540000e-08  2.010000e-17   \n",
       "\n",
       "         Oda_Kij[m2]   Oda_Kjj[m2]   Oda_Kjk[m2]   Oda_Kki[m2]   Oda_Kkk[m2]  \\\n",
       "26      1.170000e-19  2.760000e-17  1.800000e-18 -3.640000e-18  3.170000e-17   \n",
       "27      1.600000e-18  3.540000e-17  1.340000e-18 -2.930000e-18  3.600000e-17   \n",
       "28      2.240000e-18  2.740000e-17  1.410000e-18 -1.060000e-18  3.440000e-17   \n",
       "29      2.330000e-18  2.800000e-17  3.550000e-18 -4.420000e-18  3.050000e-17   \n",
       "30      1.830000e-18  2.970000e-17  1.660000e-18 -3.280000e-18  2.540000e-17   \n",
       "31      1.260000e-18  3.730000e-17  4.110000e-18 -4.980000e-18  3.680000e-17   \n",
       "32      9.070000e-19  3.450000e-17  7.160000e-19 -7.070000e-18  3.290000e-17   \n",
       "33      2.640000e-18  3.480000e-17  2.700000e-18 -8.180000e-18  3.360000e-17   \n",
       "34      9.050000e-19  3.210000e-17  3.210000e-18 -4.630000e-18  3.660000e-17   \n",
       "35      2.610000e-18  3.780000e-17  3.660000e-18 -6.160000e-18  3.930000e-17   \n",
       "36      3.100000e-18  2.960000e-17  3.290000e-18 -5.370000e-18  3.220000e-17   \n",
       "37      3.770000e-18  2.950000e-17  3.440000e-18 -6.700000e-18  3.140000e-17   \n",
       "38      2.540000e-18  2.500000e-17  3.290000e-18 -3.190000e-18  2.770000e-17   \n",
       "39      1.480000e-18  3.290000e-17  4.910000e-18 -3.600000e-18  3.110000e-17   \n",
       "40      1.900000e-18  3.380000e-17  4.660000e-18 -6.350000e-18  3.330000e-17   \n",
       "41      1.420000e-18  2.930000e-17  4.130000e-18 -6.180000e-18  3.350000e-17   \n",
       "42      2.990000e-18  2.820000e-17  3.430000e-18 -5.090000e-18  2.750000e-17   \n",
       "43      2.850000e-18  2.850000e-17  1.540000e-18 -2.180000e-18  2.500000e-17   \n",
       "44      2.030000e-18  3.230000e-17  9.790000e-19 -8.300000e-20  2.690000e-17   \n",
       "45      2.110000e-18  2.890000e-17  1.060000e-18 -3.590000e-18  3.140000e-17   \n",
       "46      5.960000e-20  3.440000e-17  4.260000e-18 -4.760000e-18  3.930000e-17   \n",
       "47     -6.190000e-19  3.960000e-17  6.220000e-18 -4.750000e-18  4.550000e-17   \n",
       "48      1.140000e-18  3.330000e-17  1.640000e-18 -2.210000e-18  3.570000e-17   \n",
       "49      2.880000e-18  2.720000e-17  2.540000e-18 -6.390000e-18  3.070000e-17   \n",
       "50      3.290000e-18  3.770000e-17  4.350000e-18 -6.950000e-18  3.990000e-17   \n",
       "51     -3.580000e-19  3.130000e-17  2.900000e-18 -2.980000e-18  3.440000e-17   \n",
       "52      9.280000e-19  2.960000e-17  3.520000e-18 -5.310000e-18  3.180000e-17   \n",
       "53      6.030000e-19  2.800000e-17  2.840000e-18 -3.830000e-18  3.110000e-17   \n",
       "54      1.490000e-18  2.560000e-17  2.730000e-18 -4.240000e-18  2.730000e-17   \n",
       "81      4.330000e-19  3.580000e-17  2.060000e-18 -4.710000e-18  3.700000e-17   \n",
       "...              ...           ...           ...           ...           ...   \n",
       "137470  1.900000e-18  2.700000e-17  1.140000e-18 -6.060000e-18  3.070000e-17   \n",
       "137471  2.050000e-18  2.420000e-17  1.600000e-18 -2.580000e-18  2.980000e-17   \n",
       "137472  1.770000e-18  3.010000e-17  1.370000e-18 -2.560000e-18  3.360000e-17   \n",
       "137473  3.380000e-19  3.040000e-17  3.630000e-18 -5.020000e-18  3.940000e-17   \n",
       "137474 -1.780000e-19  3.470000e-17  3.980000e-18 -5.760000e-18  4.300000e-17   \n",
       "137475 -9.770000e-19  3.180000e-17  2.620000e-18 -4.190000e-18  4.260000e-17   \n",
       "137476 -1.230000e-19  3.510000e-17  3.310000e-18 -3.960000e-18  4.050000e-17   \n",
       "137477  1.100000e-18  3.170000e-17  1.980000e-18 -1.740000e-18  3.870000e-17   \n",
       "137478  3.110000e-18  3.600000e-17  1.110000e-18 -6.640000e-18  4.130000e-17   \n",
       "137479  3.880000e-18  3.400000e-17  1.080000e-18 -3.920000e-18  3.870000e-17   \n",
       "137480  4.790000e-18  3.510000e-17  4.310000e-18 -3.990000e-18  3.880000e-17   \n",
       "137481  2.130000e-18  3.380000e-17  4.350000e-18 -4.000000e-18  3.680000e-17   \n",
       "137482  1.090000e-18  2.470000e-17  1.830000e-18 -3.200000e-18  2.960000e-17   \n",
       "137483  1.600000e-18  2.580000e-17  1.580000e-18 -3.660000e-18  3.130000e-17   \n",
       "137484  2.410000e-18  3.110000e-17  2.540000e-18 -3.780000e-18  3.350000e-17   \n",
       "137485  3.220000e-18  3.380000e-17  1.760000e-18 -3.350000e-18  3.520000e-17   \n",
       "137486  4.810000e-18  3.480000e-17  5.270000e-18 -7.120000e-18  3.690000e-17   \n",
       "137487  2.130000e-18  2.740000e-17  4.810000e-18 -3.550000e-18  3.110000e-17   \n",
       "137488  1.080000e-18  3.000000e-17  3.110000e-18 -3.270000e-18  3.320000e-17   \n",
       "137489  9.260000e-19  2.850000e-17  1.520000e-18 -4.310000e-18  3.050000e-17   \n",
       "137490 -1.080000e-20  2.890000e-17  3.330000e-18 -5.890000e-18  2.950000e-17   \n",
       "137491  6.480000e-20  2.400000e-17  4.090000e-18 -3.290000e-18  2.900000e-17   \n",
       "137492  2.700000e-19  3.340000e-17  3.620000e-18 -5.380000e-18  3.300000e-17   \n",
       "137493  1.150000e-18  3.100000e-17  3.290000e-18 -3.700000e-18  3.430000e-17   \n",
       "137494  8.120000e-19  3.210000e-17  2.290000e-18 -2.870000e-18  3.640000e-17   \n",
       "137495  2.150000e-18  3.660000e-17  3.590000e-18 -5.500000e-18  4.200000e-17   \n",
       "137496  1.590000e-18  2.340000e-17  1.210000e-18 -1.640000e-18  3.290000e-17   \n",
       "137497  9.540000e-19  2.360000e-17  9.200000e-19 -3.410000e-18  3.100000e-17   \n",
       "137498  4.060000e-19  2.170000e-17  1.830000e-18 -4.000000e-18  2.410000e-17   \n",
       "137499 -1.580000e-19  2.010000e-17  2.830000e-18  1.180000e-18  2.040000e-17   \n",
       "\n",
       "            poro  \n",
       "26      0.003025  \n",
       "27      0.003626  \n",
       "28      0.003244  \n",
       "29      0.002881  \n",
       "30      0.002642  \n",
       "31      0.003579  \n",
       "32      0.003301  \n",
       "33      0.003408  \n",
       "34      0.003232  \n",
       "35      0.003622  \n",
       "36      0.002975  \n",
       "37      0.002929  \n",
       "38      0.002632  \n",
       "39      0.003080  \n",
       "40      0.003451  \n",
       "41      0.003498  \n",
       "42      0.003117  \n",
       "43      0.002684  \n",
       "44      0.003009  \n",
       "45      0.003026  \n",
       "46      0.003821  \n",
       "47      0.004298  \n",
       "48      0.003558  \n",
       "49      0.002970  \n",
       "50      0.003945  \n",
       "51      0.003294  \n",
       "52      0.003110  \n",
       "53      0.003219  \n",
       "54      0.002759  \n",
       "81      0.003662  \n",
       "...          ...  \n",
       "137470  0.002908  \n",
       "137471  0.002789  \n",
       "137472  0.003205  \n",
       "137473  0.003380  \n",
       "137474  0.003739  \n",
       "137475  0.003482  \n",
       "137476  0.003578  \n",
       "137477  0.003549  \n",
       "137478  0.003845  \n",
       "137479  0.003612  \n",
       "137480  0.003654  \n",
       "137481  0.003597  \n",
       "137482  0.002848  \n",
       "137483  0.003120  \n",
       "137484  0.003305  \n",
       "137485  0.003193  \n",
       "137486  0.003455  \n",
       "137487  0.003003  \n",
       "137488  0.003149  \n",
       "137489  0.002910  \n",
       "137490  0.003045  \n",
       "137491  0.002738  \n",
       "137492  0.003309  \n",
       "137493  0.003160  \n",
       "137494  0.003428  \n",
       "137495  0.004113  \n",
       "137496  0.002968  \n",
       "137497  0.002967  \n",
       "137498  0.002501  \n",
       "137499  0.002126  \n",
       "\n",
       "[97688 rows x 11 columns]"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>x</th>\n",
       "      <th>y</th>\n",
       "      <th>z</th>\n",
       "      <th>Compressibility[1/kPa]</th>\n",
       "      <th>Oda_Kii[m2]</th>\n",
       "      <th>Oda_Kij[m2]</th>\n",
       "      <th>Oda_Kjj[m2]</th>\n",
       "      <th>Oda_Kjk[m2]</th>\n",
       "      <th>Oda_Kki[m2]</th>\n",
       "      <th>Oda_Kkk[m2]</th>\n",
       "      <th>poro</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>97688.000000</td>\n",
       "      <td>9.768800e+04</td>\n",
       "      <td>97688.000000</td>\n",
       "      <td>9.768800e+04</td>\n",
       "      <td>9.768800e+04</td>\n",
       "      <td>9.768800e+04</td>\n",
       "      <td>9.768800e+04</td>\n",
       "      <td>9.768800e+04</td>\n",
       "      <td>9.768800e+04</td>\n",
       "      <td>9.768800e+04</td>\n",
       "      <td>9.768800e+04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>335112.873164</td>\n",
       "      <td>4.263411e+06</td>\n",
       "      <td>-493.387110</td>\n",
       "      <td>4.711214e-08</td>\n",
       "      <td>6.478885e-17</td>\n",
       "      <td>-1.300346e-18</td>\n",
       "      <td>6.446653e-17</td>\n",
       "      <td>6.183409e-18</td>\n",
       "      <td>-7.566459e-18</td>\n",
       "      <td>6.957042e-17</td>\n",
       "      <td>6.507186e-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>708.604299</td>\n",
       "      <td>7.281700e+02</td>\n",
       "      <td>611.642473</td>\n",
       "      <td>6.473229e-09</td>\n",
       "      <td>9.948855e-18</td>\n",
       "      <td>2.417597e-18</td>\n",
       "      <td>1.006067e-17</td>\n",
       "      <td>2.168663e-18</td>\n",
       "      <td>2.636304e-18</td>\n",
       "      <td>1.049946e-17</td>\n",
       "      <td>8.940838e-04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>333363.307500</td>\n",
       "      <td>4.261797e+06</td>\n",
       "      <td>-1475.000000</td>\n",
       "      <td>2.520000e-12</td>\n",
       "      <td>1.750000e-21</td>\n",
       "      <td>-1.330000e-17</td>\n",
       "      <td>2.440000e-21</td>\n",
       "      <td>-2.350000e-18</td>\n",
       "      <td>-2.220000e-17</td>\n",
       "      <td>2.930000e-21</td>\n",
       "      <td>3.490000e-07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>334568.501600</td>\n",
       "      <td>4.262830e+06</td>\n",
       "      <td>-1025.000000</td>\n",
       "      <td>4.450000e-08</td>\n",
       "      <td>6.020000e-17</td>\n",
       "      <td>-2.900000e-18</td>\n",
       "      <td>5.970000e-17</td>\n",
       "      <td>4.700000e-18</td>\n",
       "      <td>-9.330000e-18</td>\n",
       "      <td>6.470000e-17</td>\n",
       "      <td>6.148070e-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>335151.372550</td>\n",
       "      <td>4.263433e+06</td>\n",
       "      <td>-525.000000</td>\n",
       "      <td>4.820000e-08</td>\n",
       "      <td>6.620000e-17</td>\n",
       "      <td>-1.280000e-18</td>\n",
       "      <td>6.580000e-17</td>\n",
       "      <td>6.150000e-18</td>\n",
       "      <td>-7.530000e-18</td>\n",
       "      <td>7.100000e-17</td>\n",
       "      <td>6.652865e-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>335661.934100</td>\n",
       "      <td>4.263992e+06</td>\n",
       "      <td>-25.000000</td>\n",
       "      <td>5.130000e-08</td>\n",
       "      <td>7.130000e-17</td>\n",
       "      <td>3.300000e-19</td>\n",
       "      <td>7.110000e-17</td>\n",
       "      <td>7.640000e-18</td>\n",
       "      <td>-5.740000e-18</td>\n",
       "      <td>7.650000e-17</td>\n",
       "      <td>7.085203e-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>336619.176400</td>\n",
       "      <td>4.265052e+06</td>\n",
       "      <td>1175.000000</td>\n",
       "      <td>8.510000e-08</td>\n",
       "      <td>1.200000e-16</td>\n",
       "      <td>8.490000e-18</td>\n",
       "      <td>1.280000e-16</td>\n",
       "      <td>1.630000e-17</td>\n",
       "      <td>5.830000e-18</td>\n",
       "      <td>1.100000e-16</td>\n",
       "      <td>1.175940e-02</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                   x             y             z  Compressibility[1/kPa]  \\\n",
       "count   97688.000000  9.768800e+04  97688.000000            9.768800e+04   \n",
       "mean   335112.873164  4.263411e+06   -493.387110            4.711214e-08   \n",
       "std       708.604299  7.281700e+02    611.642473            6.473229e-09   \n",
       "min    333363.307500  4.261797e+06  -1475.000000            2.520000e-12   \n",
       "25%    334568.501600  4.262830e+06  -1025.000000            4.450000e-08   \n",
       "50%    335151.372550  4.263433e+06   -525.000000            4.820000e-08   \n",
       "75%    335661.934100  4.263992e+06    -25.000000            5.130000e-08   \n",
       "max    336619.176400  4.265052e+06   1175.000000            8.510000e-08   \n",
       "\n",
       "        Oda_Kii[m2]   Oda_Kij[m2]   Oda_Kjj[m2]   Oda_Kjk[m2]   Oda_Kki[m2]  \\\n",
       "count  9.768800e+04  9.768800e+04  9.768800e+04  9.768800e+04  9.768800e+04   \n",
       "mean   6.478885e-17 -1.300346e-18  6.446653e-17  6.183409e-18 -7.566459e-18   \n",
       "std    9.948855e-18  2.417597e-18  1.006067e-17  2.168663e-18  2.636304e-18   \n",
       "min    1.750000e-21 -1.330000e-17  2.440000e-21 -2.350000e-18 -2.220000e-17   \n",
       "25%    6.020000e-17 -2.900000e-18  5.970000e-17  4.700000e-18 -9.330000e-18   \n",
       "50%    6.620000e-17 -1.280000e-18  6.580000e-17  6.150000e-18 -7.530000e-18   \n",
       "75%    7.130000e-17  3.300000e-19  7.110000e-17  7.640000e-18 -5.740000e-18   \n",
       "max    1.200000e-16  8.490000e-18  1.280000e-16  1.630000e-17  5.830000e-18   \n",
       "\n",
       "        Oda_Kkk[m2]          poro  \n",
       "count  9.768800e+04  9.768800e+04  \n",
       "mean   6.957042e-17  6.507186e-03  \n",
       "std    1.049946e-17  8.940838e-04  \n",
       "min    2.930000e-21  3.490000e-07  \n",
       "25%    6.470000e-17  6.148070e-03  \n",
       "50%    7.100000e-17  6.652865e-03  \n",
       "75%    7.650000e-17  7.085203e-03  \n",
       "max    1.100000e-16  1.175940e-02  "
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data3.describe()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "data3.describe().to_csv(\"Upscaled DFN Summary.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "import plotly.plotly as py"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "import cufflinks as cf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": [
    "cf.set_config_file(offline=False, world_readable=True, theme='pearl')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\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>x</th>\n",
       "      <th>y</th>\n",
       "      <th>z</th>\n",
       "      <th>Compressibility[1/kPa]</th>\n",
       "      <th>Oda_Kii[m2]</th>\n",
       "      <th>Oda_Kij[m2]</th>\n",
       "      <th>Oda_Kjj[m2]</th>\n",
       "      <th>Oda_Kjk[m2]</th>\n",
       "      <th>Oda_Kki[m2]</th>\n",
       "      <th>Oda_Kkk[m2]</th>\n",
       "      <th>poro</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-75</td>\n",
       "      <td>2.190000e-08</td>\n",
       "      <td>2.640000e-17</td>\n",
       "      <td>1.170000e-19</td>\n",
       "      <td>2.760000e-17</td>\n",
       "      <td>1.800000e-18</td>\n",
       "      <td>-3.640000e-18</td>\n",
       "      <td>3.170000e-17</td>\n",
       "      <td>0.003025</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>334398.7222</td>\n",
       "      <td>4265052.456</td>\n",
       "      <td>-125</td>\n",
       "      <td>2.630000e-08</td>\n",
       "      <td>3.550000e-17</td>\n",
       "      <td>1.600000e-18</td>\n",
       "      <td>3.540000e-17</td>\n",
       "      <td>1.340000e-18</td>\n",
       "      <td>-2.930000e-18</td>\n",
       "      <td>3.600000e-17</td>\n",
       "      <td>0.003626</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "              x            y    z  Compressibility[1/kPa]   Oda_Kii[m2]  \\\n",
       "26  334398.7222  4265052.456  -75            2.190000e-08  2.640000e-17   \n",
       "27  334398.7222  4265052.456 -125            2.630000e-08  3.550000e-17   \n",
       "\n",
       "     Oda_Kij[m2]   Oda_Kjj[m2]   Oda_Kjk[m2]   Oda_Kki[m2]   Oda_Kkk[m2]  \\\n",
       "26  1.170000e-19  2.760000e-17  1.800000e-18 -3.640000e-18  3.170000e-17   \n",
       "27  1.600000e-18  3.540000e-17  1.340000e-18 -2.930000e-18  3.600000e-17   \n",
       "\n",
       "        poro  \n",
       "26  0.003025  \n",
       "27  0.003626  "
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data3.head(2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [],
   "source": [
    "del data3['Compressibility[1/kPa]']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Oda_Kii[m2]</th>\n",
       "      <th>Oda_Kjj[m2]</th>\n",
       "      <th>Oda_Kkk[m2]</th>\n",
       "      <th>poro</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>2.640000e-17</td>\n",
       "      <td>2.760000e-17</td>\n",
       "      <td>3.170000e-17</td>\n",
       "      <td>0.003025</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>3.550000e-17</td>\n",
       "      <td>3.540000e-17</td>\n",
       "      <td>3.600000e-17</td>\n",
       "      <td>0.003626</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>2.930000e-17</td>\n",
       "      <td>2.740000e-17</td>\n",
       "      <td>3.440000e-17</td>\n",
       "      <td>0.003244</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>2.490000e-17</td>\n",
       "      <td>2.800000e-17</td>\n",
       "      <td>3.050000e-17</td>\n",
       "      <td>0.002881</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>2.410000e-17</td>\n",
       "      <td>2.970000e-17</td>\n",
       "      <td>2.540000e-17</td>\n",
       "      <td>0.002642</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>3.030000e-17</td>\n",
       "      <td>3.730000e-17</td>\n",
       "      <td>3.680000e-17</td>\n",
       "      <td>0.003579</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>2.750000e-17</td>\n",
       "      <td>3.450000e-17</td>\n",
       "      <td>3.290000e-17</td>\n",
       "      <td>0.003301</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>3.450000e-17</td>\n",
       "      <td>3.480000e-17</td>\n",
       "      <td>3.360000e-17</td>\n",
       "      <td>0.003408</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>2.780000e-17</td>\n",
       "      <td>3.210000e-17</td>\n",
       "      <td>3.660000e-17</td>\n",
       "      <td>0.003232</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>3.320000e-17</td>\n",
       "      <td>3.780000e-17</td>\n",
       "      <td>3.930000e-17</td>\n",
       "      <td>0.003622</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>3.000000e-17</td>\n",
       "      <td>2.960000e-17</td>\n",
       "      <td>3.220000e-17</td>\n",
       "      <td>0.002975</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>2.740000e-17</td>\n",
       "      <td>2.950000e-17</td>\n",
       "      <td>3.140000e-17</td>\n",
       "      <td>0.002929</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>2.510000e-17</td>\n",
       "      <td>2.500000e-17</td>\n",
       "      <td>2.770000e-17</td>\n",
       "      <td>0.002632</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>2.830000e-17</td>\n",
       "      <td>3.290000e-17</td>\n",
       "      <td>3.110000e-17</td>\n",
       "      <td>0.003080</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>3.210000e-17</td>\n",
       "      <td>3.380000e-17</td>\n",
       "      <td>3.330000e-17</td>\n",
       "      <td>0.003451</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>3.200000e-17</td>\n",
       "      <td>2.930000e-17</td>\n",
       "      <td>3.350000e-17</td>\n",
       "      <td>0.003498</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>2.840000e-17</td>\n",
       "      <td>2.820000e-17</td>\n",
       "      <td>2.750000e-17</td>\n",
       "      <td>0.003117</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>2.090000e-17</td>\n",
       "      <td>2.850000e-17</td>\n",
       "      <td>2.500000e-17</td>\n",
       "      <td>0.002684</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>2.810000e-17</td>\n",
       "      <td>3.230000e-17</td>\n",
       "      <td>2.690000e-17</td>\n",
       "      <td>0.003009</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>2.450000e-17</td>\n",
       "      <td>2.890000e-17</td>\n",
       "      <td>3.140000e-17</td>\n",
       "      <td>0.003026</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>3.630000e-17</td>\n",
       "      <td>3.440000e-17</td>\n",
       "      <td>3.930000e-17</td>\n",
       "      <td>0.003821</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>4.270000e-17</td>\n",
       "      <td>3.960000e-17</td>\n",
       "      <td>4.550000e-17</td>\n",
       "      <td>0.004298</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>3.630000e-17</td>\n",
       "      <td>3.330000e-17</td>\n",
       "      <td>3.570000e-17</td>\n",
       "      <td>0.003558</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>2.730000e-17</td>\n",
       "      <td>2.720000e-17</td>\n",
       "      <td>3.070000e-17</td>\n",
       "      <td>0.002970</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>3.980000e-17</td>\n",
       "      <td>3.770000e-17</td>\n",
       "      <td>3.990000e-17</td>\n",
       "      <td>0.003945</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>3.360000e-17</td>\n",
       "      <td>3.130000e-17</td>\n",
       "      <td>3.440000e-17</td>\n",
       "      <td>0.003294</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>2.860000e-17</td>\n",
       "      <td>2.960000e-17</td>\n",
       "      <td>3.180000e-17</td>\n",
       "      <td>0.003110</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>2.790000e-17</td>\n",
       "      <td>2.800000e-17</td>\n",
       "      <td>3.110000e-17</td>\n",
       "      <td>0.003219</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>2.580000e-17</td>\n",
       "      <td>2.560000e-17</td>\n",
       "      <td>2.730000e-17</td>\n",
       "      <td>0.002759</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>3.220000e-17</td>\n",
       "      <td>3.580000e-17</td>\n",
       "      <td>3.700000e-17</td>\n",
       "      <td>0.003662</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137470</th>\n",
       "      <td>2.920000e-17</td>\n",
       "      <td>2.700000e-17</td>\n",
       "      <td>3.070000e-17</td>\n",
       "      <td>0.002908</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137471</th>\n",
       "      <td>3.080000e-17</td>\n",
       "      <td>2.420000e-17</td>\n",
       "      <td>2.980000e-17</td>\n",
       "      <td>0.002789</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137472</th>\n",
       "      <td>3.090000e-17</td>\n",
       "      <td>3.010000e-17</td>\n",
       "      <td>3.360000e-17</td>\n",
       "      <td>0.003205</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137473</th>\n",
       "      <td>3.040000e-17</td>\n",
       "      <td>3.040000e-17</td>\n",
       "      <td>3.940000e-17</td>\n",
       "      <td>0.003380</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137474</th>\n",
       "      <td>3.640000e-17</td>\n",
       "      <td>3.470000e-17</td>\n",
       "      <td>4.300000e-17</td>\n",
       "      <td>0.003739</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137475</th>\n",
       "      <td>3.150000e-17</td>\n",
       "      <td>3.180000e-17</td>\n",
       "      <td>4.260000e-17</td>\n",
       "      <td>0.003482</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137476</th>\n",
       "      <td>3.180000e-17</td>\n",
       "      <td>3.510000e-17</td>\n",
       "      <td>4.050000e-17</td>\n",
       "      <td>0.003578</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137477</th>\n",
       "      <td>3.480000e-17</td>\n",
       "      <td>3.170000e-17</td>\n",
       "      <td>3.870000e-17</td>\n",
       "      <td>0.003549</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137478</th>\n",
       "      <td>3.860000e-17</td>\n",
       "      <td>3.600000e-17</td>\n",
       "      <td>4.130000e-17</td>\n",
       "      <td>0.003845</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137479</th>\n",
       "      <td>3.350000e-17</td>\n",
       "      <td>3.400000e-17</td>\n",
       "      <td>3.870000e-17</td>\n",
       "      <td>0.003612</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137480</th>\n",
       "      <td>3.380000e-17</td>\n",
       "      <td>3.510000e-17</td>\n",
       "      <td>3.880000e-17</td>\n",
       "      <td>0.003654</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137481</th>\n",
       "      <td>3.320000e-17</td>\n",
       "      <td>3.380000e-17</td>\n",
       "      <td>3.680000e-17</td>\n",
       "      <td>0.003597</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137482</th>\n",
       "      <td>2.690000e-17</td>\n",
       "      <td>2.470000e-17</td>\n",
       "      <td>2.960000e-17</td>\n",
       "      <td>0.002848</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137483</th>\n",
       "      <td>2.990000e-17</td>\n",
       "      <td>2.580000e-17</td>\n",
       "      <td>3.130000e-17</td>\n",
       "      <td>0.003120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137484</th>\n",
       "      <td>3.290000e-17</td>\n",
       "      <td>3.110000e-17</td>\n",
       "      <td>3.350000e-17</td>\n",
       "      <td>0.003305</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137485</th>\n",
       "      <td>3.070000e-17</td>\n",
       "      <td>3.380000e-17</td>\n",
       "      <td>3.520000e-17</td>\n",
       "      <td>0.003193</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137486</th>\n",
       "      <td>3.310000e-17</td>\n",
       "      <td>3.480000e-17</td>\n",
       "      <td>3.690000e-17</td>\n",
       "      <td>0.003455</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137487</th>\n",
       "      <td>2.760000e-17</td>\n",
       "      <td>2.740000e-17</td>\n",
       "      <td>3.110000e-17</td>\n",
       "      <td>0.003003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137488</th>\n",
       "      <td>2.800000e-17</td>\n",
       "      <td>3.000000e-17</td>\n",
       "      <td>3.320000e-17</td>\n",
       "      <td>0.003149</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137489</th>\n",
       "      <td>2.670000e-17</td>\n",
       "      <td>2.850000e-17</td>\n",
       "      <td>3.050000e-17</td>\n",
       "      <td>0.002910</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137490</th>\n",
       "      <td>2.840000e-17</td>\n",
       "      <td>2.890000e-17</td>\n",
       "      <td>2.950000e-17</td>\n",
       "      <td>0.003045</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137491</th>\n",
       "      <td>2.430000e-17</td>\n",
       "      <td>2.400000e-17</td>\n",
       "      <td>2.900000e-17</td>\n",
       "      <td>0.002738</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137492</th>\n",
       "      <td>2.770000e-17</td>\n",
       "      <td>3.340000e-17</td>\n",
       "      <td>3.300000e-17</td>\n",
       "      <td>0.003309</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137493</th>\n",
       "      <td>2.370000e-17</td>\n",
       "      <td>3.100000e-17</td>\n",
       "      <td>3.430000e-17</td>\n",
       "      <td>0.003160</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137494</th>\n",
       "      <td>3.020000e-17</td>\n",
       "      <td>3.210000e-17</td>\n",
       "      <td>3.640000e-17</td>\n",
       "      <td>0.003428</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137495</th>\n",
       "      <td>4.060000e-17</td>\n",
       "      <td>3.660000e-17</td>\n",
       "      <td>4.200000e-17</td>\n",
       "      <td>0.004113</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137496</th>\n",
       "      <td>2.910000e-17</td>\n",
       "      <td>2.340000e-17</td>\n",
       "      <td>3.290000e-17</td>\n",
       "      <td>0.002968</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137497</th>\n",
       "      <td>2.590000e-17</td>\n",
       "      <td>2.360000e-17</td>\n",
       "      <td>3.100000e-17</td>\n",
       "      <td>0.002967</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137498</th>\n",
       "      <td>2.260000e-17</td>\n",
       "      <td>2.170000e-17</td>\n",
       "      <td>2.410000e-17</td>\n",
       "      <td>0.002501</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137499</th>\n",
       "      <td>2.010000e-17</td>\n",
       "      <td>2.010000e-17</td>\n",
       "      <td>2.040000e-17</td>\n",
       "      <td>0.002126</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>97688 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         Oda_Kii[m2]   Oda_Kjj[m2]   Oda_Kkk[m2]      poro\n",
       "26      2.640000e-17  2.760000e-17  3.170000e-17  0.003025\n",
       "27      3.550000e-17  3.540000e-17  3.600000e-17  0.003626\n",
       "28      2.930000e-17  2.740000e-17  3.440000e-17  0.003244\n",
       "29      2.490000e-17  2.800000e-17  3.050000e-17  0.002881\n",
       "30      2.410000e-17  2.970000e-17  2.540000e-17  0.002642\n",
       "31      3.030000e-17  3.730000e-17  3.680000e-17  0.003579\n",
       "32      2.750000e-17  3.450000e-17  3.290000e-17  0.003301\n",
       "33      3.450000e-17  3.480000e-17  3.360000e-17  0.003408\n",
       "34      2.780000e-17  3.210000e-17  3.660000e-17  0.003232\n",
       "35      3.320000e-17  3.780000e-17  3.930000e-17  0.003622\n",
       "36      3.000000e-17  2.960000e-17  3.220000e-17  0.002975\n",
       "37      2.740000e-17  2.950000e-17  3.140000e-17  0.002929\n",
       "38      2.510000e-17  2.500000e-17  2.770000e-17  0.002632\n",
       "39      2.830000e-17  3.290000e-17  3.110000e-17  0.003080\n",
       "40      3.210000e-17  3.380000e-17  3.330000e-17  0.003451\n",
       "41      3.200000e-17  2.930000e-17  3.350000e-17  0.003498\n",
       "42      2.840000e-17  2.820000e-17  2.750000e-17  0.003117\n",
       "43      2.090000e-17  2.850000e-17  2.500000e-17  0.002684\n",
       "44      2.810000e-17  3.230000e-17  2.690000e-17  0.003009\n",
       "45      2.450000e-17  2.890000e-17  3.140000e-17  0.003026\n",
       "46      3.630000e-17  3.440000e-17  3.930000e-17  0.003821\n",
       "47      4.270000e-17  3.960000e-17  4.550000e-17  0.004298\n",
       "48      3.630000e-17  3.330000e-17  3.570000e-17  0.003558\n",
       "49      2.730000e-17  2.720000e-17  3.070000e-17  0.002970\n",
       "50      3.980000e-17  3.770000e-17  3.990000e-17  0.003945\n",
       "51      3.360000e-17  3.130000e-17  3.440000e-17  0.003294\n",
       "52      2.860000e-17  2.960000e-17  3.180000e-17  0.003110\n",
       "53      2.790000e-17  2.800000e-17  3.110000e-17  0.003219\n",
       "54      2.580000e-17  2.560000e-17  2.730000e-17  0.002759\n",
       "81      3.220000e-17  3.580000e-17  3.700000e-17  0.003662\n",
       "...              ...           ...           ...       ...\n",
       "137470  2.920000e-17  2.700000e-17  3.070000e-17  0.002908\n",
       "137471  3.080000e-17  2.420000e-17  2.980000e-17  0.002789\n",
       "137472  3.090000e-17  3.010000e-17  3.360000e-17  0.003205\n",
       "137473  3.040000e-17  3.040000e-17  3.940000e-17  0.003380\n",
       "137474  3.640000e-17  3.470000e-17  4.300000e-17  0.003739\n",
       "137475  3.150000e-17  3.180000e-17  4.260000e-17  0.003482\n",
       "137476  3.180000e-17  3.510000e-17  4.050000e-17  0.003578\n",
       "137477  3.480000e-17  3.170000e-17  3.870000e-17  0.003549\n",
       "137478  3.860000e-17  3.600000e-17  4.130000e-17  0.003845\n",
       "137479  3.350000e-17  3.400000e-17  3.870000e-17  0.003612\n",
       "137480  3.380000e-17  3.510000e-17  3.880000e-17  0.003654\n",
       "137481  3.320000e-17  3.380000e-17  3.680000e-17  0.003597\n",
       "137482  2.690000e-17  2.470000e-17  2.960000e-17  0.002848\n",
       "137483  2.990000e-17  2.580000e-17  3.130000e-17  0.003120\n",
       "137484  3.290000e-17  3.110000e-17  3.350000e-17  0.003305\n",
       "137485  3.070000e-17  3.380000e-17  3.520000e-17  0.003193\n",
       "137486  3.310000e-17  3.480000e-17  3.690000e-17  0.003455\n",
       "137487  2.760000e-17  2.740000e-17  3.110000e-17  0.003003\n",
       "137488  2.800000e-17  3.000000e-17  3.320000e-17  0.003149\n",
       "137489  2.670000e-17  2.850000e-17  3.050000e-17  0.002910\n",
       "137490  2.840000e-17  2.890000e-17  2.950000e-17  0.003045\n",
       "137491  2.430000e-17  2.400000e-17  2.900000e-17  0.002738\n",
       "137492  2.770000e-17  3.340000e-17  3.300000e-17  0.003309\n",
       "137493  2.370000e-17  3.100000e-17  3.430000e-17  0.003160\n",
       "137494  3.020000e-17  3.210000e-17  3.640000e-17  0.003428\n",
       "137495  4.060000e-17  3.660000e-17  4.200000e-17  0.004113\n",
       "137496  2.910000e-17  2.340000e-17  3.290000e-17  0.002968\n",
       "137497  2.590000e-17  2.360000e-17  3.100000e-17  0.002967\n",
       "137498  2.260000e-17  2.170000e-17  2.410000e-17  0.002501\n",
       "137499  2.010000e-17  2.010000e-17  2.040000e-17  0.002126\n",
       "\n",
       "[97688 rows x 4 columns]"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Oda_Kii[m2]</th>\n",
       "      <th>Oda_Kjj[m2]</th>\n",
       "      <th>kkk</th>\n",
       "      <th>poro</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>2.640000e-17</td>\n",
       "      <td>2.760000e-17</td>\n",
       "      <td>3.170000e-17</td>\n",
       "      <td>0.003025</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>3.550000e-17</td>\n",
       "      <td>3.540000e-17</td>\n",
       "      <td>3.600000e-17</td>\n",
       "      <td>0.003626</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>2.930000e-17</td>\n",
       "      <td>2.740000e-17</td>\n",
       "      <td>3.440000e-17</td>\n",
       "      <td>0.003244</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>2.490000e-17</td>\n",
       "      <td>2.800000e-17</td>\n",
       "      <td>3.050000e-17</td>\n",
       "      <td>0.002881</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>2.410000e-17</td>\n",
       "      <td>2.970000e-17</td>\n",
       "      <td>2.540000e-17</td>\n",
       "      <td>0.002642</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>3.030000e-17</td>\n",
       "      <td>3.730000e-17</td>\n",
       "      <td>3.680000e-17</td>\n",
       "      <td>0.003579</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>2.750000e-17</td>\n",
       "      <td>3.450000e-17</td>\n",
       "      <td>3.290000e-17</td>\n",
       "      <td>0.003301</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>3.450000e-17</td>\n",
       "      <td>3.480000e-17</td>\n",
       "      <td>3.360000e-17</td>\n",
       "      <td>0.003408</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>2.780000e-17</td>\n",
       "      <td>3.210000e-17</td>\n",
       "      <td>3.660000e-17</td>\n",
       "      <td>0.003232</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>3.320000e-17</td>\n",
       "      <td>3.780000e-17</td>\n",
       "      <td>3.930000e-17</td>\n",
       "      <td>0.003622</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>3.000000e-17</td>\n",
       "      <td>2.960000e-17</td>\n",
       "      <td>3.220000e-17</td>\n",
       "      <td>0.002975</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>2.740000e-17</td>\n",
       "      <td>2.950000e-17</td>\n",
       "      <td>3.140000e-17</td>\n",
       "      <td>0.002929</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>2.510000e-17</td>\n",
       "      <td>2.500000e-17</td>\n",
       "      <td>2.770000e-17</td>\n",
       "      <td>0.002632</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>2.830000e-17</td>\n",
       "      <td>3.290000e-17</td>\n",
       "      <td>3.110000e-17</td>\n",
       "      <td>0.003080</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>3.210000e-17</td>\n",
       "      <td>3.380000e-17</td>\n",
       "      <td>3.330000e-17</td>\n",
       "      <td>0.003451</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>3.200000e-17</td>\n",
       "      <td>2.930000e-17</td>\n",
       "      <td>3.350000e-17</td>\n",
       "      <td>0.003498</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>2.840000e-17</td>\n",
       "      <td>2.820000e-17</td>\n",
       "      <td>2.750000e-17</td>\n",
       "      <td>0.003117</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>2.090000e-17</td>\n",
       "      <td>2.850000e-17</td>\n",
       "      <td>2.500000e-17</td>\n",
       "      <td>0.002684</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>2.810000e-17</td>\n",
       "      <td>3.230000e-17</td>\n",
       "      <td>2.690000e-17</td>\n",
       "      <td>0.003009</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>2.450000e-17</td>\n",
       "      <td>2.890000e-17</td>\n",
       "      <td>3.140000e-17</td>\n",
       "      <td>0.003026</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>3.630000e-17</td>\n",
       "      <td>3.440000e-17</td>\n",
       "      <td>3.930000e-17</td>\n",
       "      <td>0.003821</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>4.270000e-17</td>\n",
       "      <td>3.960000e-17</td>\n",
       "      <td>4.550000e-17</td>\n",
       "      <td>0.004298</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>3.630000e-17</td>\n",
       "      <td>3.330000e-17</td>\n",
       "      <td>3.570000e-17</td>\n",
       "      <td>0.003558</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>2.730000e-17</td>\n",
       "      <td>2.720000e-17</td>\n",
       "      <td>3.070000e-17</td>\n",
       "      <td>0.002970</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>3.980000e-17</td>\n",
       "      <td>3.770000e-17</td>\n",
       "      <td>3.990000e-17</td>\n",
       "      <td>0.003945</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>51</th>\n",
       "      <td>3.360000e-17</td>\n",
       "      <td>3.130000e-17</td>\n",
       "      <td>3.440000e-17</td>\n",
       "      <td>0.003294</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>52</th>\n",
       "      <td>2.860000e-17</td>\n",
       "      <td>2.960000e-17</td>\n",
       "      <td>3.180000e-17</td>\n",
       "      <td>0.003110</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>53</th>\n",
       "      <td>2.790000e-17</td>\n",
       "      <td>2.800000e-17</td>\n",
       "      <td>3.110000e-17</td>\n",
       "      <td>0.003219</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>54</th>\n",
       "      <td>2.580000e-17</td>\n",
       "      <td>2.560000e-17</td>\n",
       "      <td>2.730000e-17</td>\n",
       "      <td>0.002759</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>3.220000e-17</td>\n",
       "      <td>3.580000e-17</td>\n",
       "      <td>3.700000e-17</td>\n",
       "      <td>0.003662</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137470</th>\n",
       "      <td>2.920000e-17</td>\n",
       "      <td>2.700000e-17</td>\n",
       "      <td>3.070000e-17</td>\n",
       "      <td>0.002908</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137471</th>\n",
       "      <td>3.080000e-17</td>\n",
       "      <td>2.420000e-17</td>\n",
       "      <td>2.980000e-17</td>\n",
       "      <td>0.002789</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137472</th>\n",
       "      <td>3.090000e-17</td>\n",
       "      <td>3.010000e-17</td>\n",
       "      <td>3.360000e-17</td>\n",
       "      <td>0.003205</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137473</th>\n",
       "      <td>3.040000e-17</td>\n",
       "      <td>3.040000e-17</td>\n",
       "      <td>3.940000e-17</td>\n",
       "      <td>0.003380</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137474</th>\n",
       "      <td>3.640000e-17</td>\n",
       "      <td>3.470000e-17</td>\n",
       "      <td>4.300000e-17</td>\n",
       "      <td>0.003739</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137475</th>\n",
       "      <td>3.150000e-17</td>\n",
       "      <td>3.180000e-17</td>\n",
       "      <td>4.260000e-17</td>\n",
       "      <td>0.003482</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137476</th>\n",
       "      <td>3.180000e-17</td>\n",
       "      <td>3.510000e-17</td>\n",
       "      <td>4.050000e-17</td>\n",
       "      <td>0.003578</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137477</th>\n",
       "      <td>3.480000e-17</td>\n",
       "      <td>3.170000e-17</td>\n",
       "      <td>3.870000e-17</td>\n",
       "      <td>0.003549</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137478</th>\n",
       "      <td>3.860000e-17</td>\n",
       "      <td>3.600000e-17</td>\n",
       "      <td>4.130000e-17</td>\n",
       "      <td>0.003845</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137479</th>\n",
       "      <td>3.350000e-17</td>\n",
       "      <td>3.400000e-17</td>\n",
       "      <td>3.870000e-17</td>\n",
       "      <td>0.003612</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137480</th>\n",
       "      <td>3.380000e-17</td>\n",
       "      <td>3.510000e-17</td>\n",
       "      <td>3.880000e-17</td>\n",
       "      <td>0.003654</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137481</th>\n",
       "      <td>3.320000e-17</td>\n",
       "      <td>3.380000e-17</td>\n",
       "      <td>3.680000e-17</td>\n",
       "      <td>0.003597</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137482</th>\n",
       "      <td>2.690000e-17</td>\n",
       "      <td>2.470000e-17</td>\n",
       "      <td>2.960000e-17</td>\n",
       "      <td>0.002848</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137483</th>\n",
       "      <td>2.990000e-17</td>\n",
       "      <td>2.580000e-17</td>\n",
       "      <td>3.130000e-17</td>\n",
       "      <td>0.003120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137484</th>\n",
       "      <td>3.290000e-17</td>\n",
       "      <td>3.110000e-17</td>\n",
       "      <td>3.350000e-17</td>\n",
       "      <td>0.003305</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137485</th>\n",
       "      <td>3.070000e-17</td>\n",
       "      <td>3.380000e-17</td>\n",
       "      <td>3.520000e-17</td>\n",
       "      <td>0.003193</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137486</th>\n",
       "      <td>3.310000e-17</td>\n",
       "      <td>3.480000e-17</td>\n",
       "      <td>3.690000e-17</td>\n",
       "      <td>0.003455</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137487</th>\n",
       "      <td>2.760000e-17</td>\n",
       "      <td>2.740000e-17</td>\n",
       "      <td>3.110000e-17</td>\n",
       "      <td>0.003003</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137488</th>\n",
       "      <td>2.800000e-17</td>\n",
       "      <td>3.000000e-17</td>\n",
       "      <td>3.320000e-17</td>\n",
       "      <td>0.003149</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137489</th>\n",
       "      <td>2.670000e-17</td>\n",
       "      <td>2.850000e-17</td>\n",
       "      <td>3.050000e-17</td>\n",
       "      <td>0.002910</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137490</th>\n",
       "      <td>2.840000e-17</td>\n",
       "      <td>2.890000e-17</td>\n",
       "      <td>2.950000e-17</td>\n",
       "      <td>0.003045</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137491</th>\n",
       "      <td>2.430000e-17</td>\n",
       "      <td>2.400000e-17</td>\n",
       "      <td>2.900000e-17</td>\n",
       "      <td>0.002738</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137492</th>\n",
       "      <td>2.770000e-17</td>\n",
       "      <td>3.340000e-17</td>\n",
       "      <td>3.300000e-17</td>\n",
       "      <td>0.003309</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137493</th>\n",
       "      <td>2.370000e-17</td>\n",
       "      <td>3.100000e-17</td>\n",
       "      <td>3.430000e-17</td>\n",
       "      <td>0.003160</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137494</th>\n",
       "      <td>3.020000e-17</td>\n",
       "      <td>3.210000e-17</td>\n",
       "      <td>3.640000e-17</td>\n",
       "      <td>0.003428</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137495</th>\n",
       "      <td>4.060000e-17</td>\n",
       "      <td>3.660000e-17</td>\n",
       "      <td>4.200000e-17</td>\n",
       "      <td>0.004113</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137496</th>\n",
       "      <td>2.910000e-17</td>\n",
       "      <td>2.340000e-17</td>\n",
       "      <td>3.290000e-17</td>\n",
       "      <td>0.002968</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137497</th>\n",
       "      <td>2.590000e-17</td>\n",
       "      <td>2.360000e-17</td>\n",
       "      <td>3.100000e-17</td>\n",
       "      <td>0.002967</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137498</th>\n",
       "      <td>2.260000e-17</td>\n",
       "      <td>2.170000e-17</td>\n",
       "      <td>2.410000e-17</td>\n",
       "      <td>0.002501</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137499</th>\n",
       "      <td>2.010000e-17</td>\n",
       "      <td>2.010000e-17</td>\n",
       "      <td>2.040000e-17</td>\n",
       "      <td>0.002126</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>97688 rows × 4 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "         Oda_Kii[m2]   Oda_Kjj[m2]           kkk      poro\n",
       "26      2.640000e-17  2.760000e-17  3.170000e-17  0.003025\n",
       "27      3.550000e-17  3.540000e-17  3.600000e-17  0.003626\n",
       "28      2.930000e-17  2.740000e-17  3.440000e-17  0.003244\n",
       "29      2.490000e-17  2.800000e-17  3.050000e-17  0.002881\n",
       "30      2.410000e-17  2.970000e-17  2.540000e-17  0.002642\n",
       "31      3.030000e-17  3.730000e-17  3.680000e-17  0.003579\n",
       "32      2.750000e-17  3.450000e-17  3.290000e-17  0.003301\n",
       "33      3.450000e-17  3.480000e-17  3.360000e-17  0.003408\n",
       "34      2.780000e-17  3.210000e-17  3.660000e-17  0.003232\n",
       "35      3.320000e-17  3.780000e-17  3.930000e-17  0.003622\n",
       "36      3.000000e-17  2.960000e-17  3.220000e-17  0.002975\n",
       "37      2.740000e-17  2.950000e-17  3.140000e-17  0.002929\n",
       "38      2.510000e-17  2.500000e-17  2.770000e-17  0.002632\n",
       "39      2.830000e-17  3.290000e-17  3.110000e-17  0.003080\n",
       "40      3.210000e-17  3.380000e-17  3.330000e-17  0.003451\n",
       "41      3.200000e-17  2.930000e-17  3.350000e-17  0.003498\n",
       "42      2.840000e-17  2.820000e-17  2.750000e-17  0.003117\n",
       "43      2.090000e-17  2.850000e-17  2.500000e-17  0.002684\n",
       "44      2.810000e-17  3.230000e-17  2.690000e-17  0.003009\n",
       "45      2.450000e-17  2.890000e-17  3.140000e-17  0.003026\n",
       "46      3.630000e-17  3.440000e-17  3.930000e-17  0.003821\n",
       "47      4.270000e-17  3.960000e-17  4.550000e-17  0.004298\n",
       "48      3.630000e-17  3.330000e-17  3.570000e-17  0.003558\n",
       "49      2.730000e-17  2.720000e-17  3.070000e-17  0.002970\n",
       "50      3.980000e-17  3.770000e-17  3.990000e-17  0.003945\n",
       "51      3.360000e-17  3.130000e-17  3.440000e-17  0.003294\n",
       "52      2.860000e-17  2.960000e-17  3.180000e-17  0.003110\n",
       "53      2.790000e-17  2.800000e-17  3.110000e-17  0.003219\n",
       "54      2.580000e-17  2.560000e-17  2.730000e-17  0.002759\n",
       "81      3.220000e-17  3.580000e-17  3.700000e-17  0.003662\n",
       "...              ...           ...           ...       ...\n",
       "137470  2.920000e-17  2.700000e-17  3.070000e-17  0.002908\n",
       "137471  3.080000e-17  2.420000e-17  2.980000e-17  0.002789\n",
       "137472  3.090000e-17  3.010000e-17  3.360000e-17  0.003205\n",
       "137473  3.040000e-17  3.040000e-17  3.940000e-17  0.003380\n",
       "137474  3.640000e-17  3.470000e-17  4.300000e-17  0.003739\n",
       "137475  3.150000e-17  3.180000e-17  4.260000e-17  0.003482\n",
       "137476  3.180000e-17  3.510000e-17  4.050000e-17  0.003578\n",
       "137477  3.480000e-17  3.170000e-17  3.870000e-17  0.003549\n",
       "137478  3.860000e-17  3.600000e-17  4.130000e-17  0.003845\n",
       "137479  3.350000e-17  3.400000e-17  3.870000e-17  0.003612\n",
       "137480  3.380000e-17  3.510000e-17  3.880000e-17  0.003654\n",
       "137481  3.320000e-17  3.380000e-17  3.680000e-17  0.003597\n",
       "137482  2.690000e-17  2.470000e-17  2.960000e-17  0.002848\n",
       "137483  2.990000e-17  2.580000e-17  3.130000e-17  0.003120\n",
       "137484  3.290000e-17  3.110000e-17  3.350000e-17  0.003305\n",
       "137485  3.070000e-17  3.380000e-17  3.520000e-17  0.003193\n",
       "137486  3.310000e-17  3.480000e-17  3.690000e-17  0.003455\n",
       "137487  2.760000e-17  2.740000e-17  3.110000e-17  0.003003\n",
       "137488  2.800000e-17  3.000000e-17  3.320000e-17  0.003149\n",
       "137489  2.670000e-17  2.850000e-17  3.050000e-17  0.002910\n",
       "137490  2.840000e-17  2.890000e-17  2.950000e-17  0.003045\n",
       "137491  2.430000e-17  2.400000e-17  2.900000e-17  0.002738\n",
       "137492  2.770000e-17  3.340000e-17  3.300000e-17  0.003309\n",
       "137493  2.370000e-17  3.100000e-17  3.430000e-17  0.003160\n",
       "137494  3.020000e-17  3.210000e-17  3.640000e-17  0.003428\n",
       "137495  4.060000e-17  3.660000e-17  4.200000e-17  0.004113\n",
       "137496  2.910000e-17  2.340000e-17  3.290000e-17  0.002968\n",
       "137497  2.590000e-17  2.360000e-17  3.100000e-17  0.002967\n",
       "137498  2.260000e-17  2.170000e-17  2.410000e-17  0.002501\n",
       "137499  2.010000e-17  2.010000e-17  2.040000e-17  0.002126\n",
       "\n",
       "[97688 rows x 4 columns]"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data3.rename(columns={'Oda_Kkk[m2]':'kkk'})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [],
   "source": [
    "hist = data3.hist"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "data=pd.read_csv('depth.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import plotly.plotly as py\n",
    "import plotly.graph_objs as go\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import scipy.stats as st\n",
    "import seaborn as sns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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