Q2.ipynb

{
 "cells": [
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "\n",
    "# Q2: How are the sensor readings correlated?\n",
    "    a. Calculate the correlation\n",
    "    b. Draw Correlation heat map\n",
    "\n",
    "**Purpose of the question**: understand how redundant is the data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "# !pip install lasio pandas missingno seaborn matplotlib numpy --quiet\n",
    "import lasio\n",
    "import pandas as pd\n",
    "import missingno as msno\n",
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "from utils import *\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Index(['DEPT', 'LITHOLOGY_GEOLINK', 'DCAL', 'CALI', 'BS', 'DRHO', 'THOR',\n",
       "       'NPHI', 'RHOB', 'PEF', 'GR', 'URAN', 'DTC', 'RDEP', 'SP', 'RMED'],\n",
       "      dtype='object')"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = lasio.read(\"./Data/16_10-2.las\").df()\n",
    "df.reset_index(inplace=True)\n",
    "df.columns\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "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>Measured Depth</th>\n",
       "      <th>Differential Caliper</th>\n",
       "      <th>Caliper</th>\n",
       "      <th>Borehole Size</th>\n",
       "      <th>Density Correction</th>\n",
       "      <th>Thorium Concentration</th>\n",
       "      <th>Neutron Porosity</th>\n",
       "      <th>Bulk Density</th>\n",
       "      <th>Photo Electric Factor</th>\n",
       "      <th>Gamma Ray</th>\n",
       "      <th>Uranium Concentration</th>\n",
       "      <th>Compressional waves sonic</th>\n",
       "      <th>Deep Resistivity</th>\n",
       "      <th>Self Potential</th>\n",
       "      <th>Medium Deep Resistivity</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>2515.000000</td>\n",
       "      <td>2515.000000</td>\n",
       "      <td>2515.000000</td>\n",
       "      <td>2515.000000</td>\n",
       "      <td>2515.000000</td>\n",
       "      <td>2515.000000</td>\n",
       "      <td>2515.000000</td>\n",
       "      <td>2515.000000</td>\n",
       "      <td>2515.000000</td>\n",
       "      <td>2435.000000</td>\n",
       "      <td>2515.000000</td>\n",
       "      <td>2452.000000</td>\n",
       "      <td>2515.000000</td>\n",
       "      <td>2515.000000</td>\n",
       "      <td>2515.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>2958.388786</td>\n",
       "      <td>0.452704</td>\n",
       "      <td>9.256879</td>\n",
       "      <td>8.804175</td>\n",
       "      <td>-0.004834</td>\n",
       "      <td>6.042344</td>\n",
       "      <td>0.263101</td>\n",
       "      <td>2.353910</td>\n",
       "      <td>8.198820</td>\n",
       "      <td>62.192292</td>\n",
       "      <td>2.684754</td>\n",
       "      <td>86.421083</td>\n",
       "      <td>0.973617</td>\n",
       "      <td>82.803528</td>\n",
       "      <td>1.540778</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>110.667131</td>\n",
       "      <td>1.309057</td>\n",
       "      <td>1.629118</td>\n",
       "      <td>1.023988</td>\n",
       "      <td>0.145864</td>\n",
       "      <td>2.887955</td>\n",
       "      <td>0.066550</td>\n",
       "      <td>0.141158</td>\n",
       "      <td>23.179411</td>\n",
       "      <td>50.819201</td>\n",
       "      <td>5.869332</td>\n",
       "      <td>11.496034</td>\n",
       "      <td>0.752103</td>\n",
       "      <td>21.918806</td>\n",
       "      <td>0.976381</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>2766.821777</td>\n",
       "      <td>-3.515625</td>\n",
       "      <td>8.289063</td>\n",
       "      <td>8.500000</td>\n",
       "      <td>-1.106754</td>\n",
       "      <td>1.139225</td>\n",
       "      <td>0.056863</td>\n",
       "      <td>1.472794</td>\n",
       "      <td>2.894611</td>\n",
       "      <td>10.611666</td>\n",
       "      <td>-0.810094</td>\n",
       "      <td>57.601410</td>\n",
       "      <td>0.165527</td>\n",
       "      <td>33.177391</td>\n",
       "      <td>0.225675</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>2862.605469</td>\n",
       "      <td>-0.203125</td>\n",
       "      <td>8.296875</td>\n",
       "      <td>8.500000</td>\n",
       "      <td>0.005027</td>\n",
       "      <td>4.008080</td>\n",
       "      <td>0.224720</td>\n",
       "      <td>2.291146</td>\n",
       "      <td>4.527247</td>\n",
       "      <td>35.409744</td>\n",
       "      <td>0.427689</td>\n",
       "      <td>80.800625</td>\n",
       "      <td>0.546890</td>\n",
       "      <td>70.425129</td>\n",
       "      <td>1.086383</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>2958.388672</td>\n",
       "      <td>-0.062500</td>\n",
       "      <td>8.437500</td>\n",
       "      <td>8.500000</td>\n",
       "      <td>0.010793</td>\n",
       "      <td>5.567254</td>\n",
       "      <td>0.247460</td>\n",
       "      <td>2.365827</td>\n",
       "      <td>5.346721</td>\n",
       "      <td>49.281109</td>\n",
       "      <td>0.869564</td>\n",
       "      <td>84.199921</td>\n",
       "      <td>0.758283</td>\n",
       "      <td>88.800278</td>\n",
       "      <td>1.322227</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>3054.172119</td>\n",
       "      <td>0.828141</td>\n",
       "      <td>9.476562</td>\n",
       "      <td>8.500000</td>\n",
       "      <td>0.021901</td>\n",
       "      <td>7.419950</td>\n",
       "      <td>0.275076</td>\n",
       "      <td>2.442041</td>\n",
       "      <td>6.473243</td>\n",
       "      <td>62.939289</td>\n",
       "      <td>1.463555</td>\n",
       "      <td>88.097937</td>\n",
       "      <td>1.202652</td>\n",
       "      <td>98.299530</td>\n",
       "      <td>1.651282</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>3149.955566</td>\n",
       "      <td>6.350042</td>\n",
       "      <td>18.123569</td>\n",
       "      <td>12.250001</td>\n",
       "      <td>0.149682</td>\n",
       "      <td>18.956129</td>\n",
       "      <td>0.501940</td>\n",
       "      <td>2.661118</td>\n",
       "      <td>998.892578</td>\n",
       "      <td>268.997192</td>\n",
       "      <td>28.493650</td>\n",
       "      <td>128.898804</td>\n",
       "      <td>5.082023</td>\n",
       "      <td>122.549301</td>\n",
       "      <td>15.835220</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       Measured Depth  Differential Caliper      Caliper  Borehole Size  \\\n",
       "count     2515.000000           2515.000000  2515.000000    2515.000000   \n",
       "mean      2958.388786              0.452704     9.256879       8.804175   \n",
       "std        110.667131              1.309057     1.629118       1.023988   \n",
       "min       2766.821777             -3.515625     8.289063       8.500000   \n",
       "25%       2862.605469             -0.203125     8.296875       8.500000   \n",
       "50%       2958.388672             -0.062500     8.437500       8.500000   \n",
       "75%       3054.172119              0.828141     9.476562       8.500000   \n",
       "max       3149.955566              6.350042    18.123569      12.250001   \n",
       "\n",
       "       Density Correction  Thorium Concentration  Neutron Porosity  \\\n",
       "count         2515.000000            2515.000000       2515.000000   \n",
       "mean            -0.004834               6.042344          0.263101   \n",
       "std              0.145864               2.887955          0.066550   \n",
       "min             -1.106754               1.139225          0.056863   \n",
       "25%              0.005027               4.008080          0.224720   \n",
       "50%              0.010793               5.567254          0.247460   \n",
       "75%              0.021901               7.419950          0.275076   \n",
       "max              0.149682              18.956129          0.501940   \n",
       "\n",
       "       Bulk Density  Photo Electric Factor    Gamma Ray  \\\n",
       "count   2515.000000            2515.000000  2435.000000   \n",
       "mean       2.353910               8.198820    62.192292   \n",
       "std        0.141158              23.179411    50.819201   \n",
       "min        1.472794               2.894611    10.611666   \n",
       "25%        2.291146               4.527247    35.409744   \n",
       "50%        2.365827               5.346721    49.281109   \n",
       "75%        2.442041               6.473243    62.939289   \n",
       "max        2.661118             998.892578   268.997192   \n",
       "\n",
       "       Uranium Concentration  Compressional waves sonic  Deep Resistivity  \\\n",
       "count            2515.000000                2452.000000       2515.000000   \n",
       "mean                2.684754                  86.421083          0.973617   \n",
       "std                 5.869332                  11.496034          0.752103   \n",
       "min                -0.810094                  57.601410          0.165527   \n",
       "25%                 0.427689                  80.800625          0.546890   \n",
       "50%                 0.869564                  84.199921          0.758283   \n",
       "75%                 1.463555                  88.097937          1.202652   \n",
       "max                28.493650                 128.898804          5.082023   \n",
       "\n",
       "       Self Potential  Medium Deep Resistivity  \n",
       "count     2515.000000              2515.000000  \n",
       "mean        82.803528                 1.540778  \n",
       "std         21.918806                 0.976381  \n",
       "min         33.177391                 0.225675  \n",
       "25%         70.425129                 1.086383  \n",
       "50%         88.800278                 1.322227  \n",
       "75%         98.299530                 1.651282  \n",
       "max        122.549301                15.835220  "
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rename_columns(df)\n",
    "rename_lithology(df)\n",
    "df.describe()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "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>Measured Depth</th>\n",
       "      <th>LITHOLOGY</th>\n",
       "      <th>Differential Caliper</th>\n",
       "      <th>Caliper</th>\n",
       "      <th>Borehole Size</th>\n",
       "      <th>Density Correction</th>\n",
       "      <th>Thorium Concentration</th>\n",
       "      <th>Neutron Porosity</th>\n",
       "      <th>Bulk Density</th>\n",
       "      <th>Photo Electric Factor</th>\n",
       "      <th>Gamma Ray</th>\n",
       "      <th>Uranium Concentration</th>\n",
       "      <th>Compressional waves sonic</th>\n",
       "      <th>Deep Resistivity</th>\n",
       "      <th>Self Potential</th>\n",
       "      <th>Medium Deep Resistivity</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2766.821777</td>\n",
       "      <td>Limestone</td>\n",
       "      <td>-3.515625</td>\n",
       "      <td>8.734375</td>\n",
       "      <td>12.250001</td>\n",
       "      <td>-0.865661</td>\n",
       "      <td>2.300788</td>\n",
       "      <td>0.263183</td>\n",
       "      <td>2.109411</td>\n",
       "      <td>115.513496</td>\n",
       "      <td>15.034204</td>\n",
       "      <td>0.407668</td>\n",
       "      <td>67.806335</td>\n",
       "      <td>4.066531</td>\n",
       "      <td>97.949799</td>\n",
       "      <td>4.310449</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2766.974365</td>\n",
       "      <td>Limestone</td>\n",
       "      <td>-3.515625</td>\n",
       "      <td>8.734375</td>\n",
       "      <td>12.250001</td>\n",
       "      <td>-0.865816</td>\n",
       "      <td>2.035995</td>\n",
       "      <td>0.275393</td>\n",
       "      <td>2.123896</td>\n",
       "      <td>81.952339</td>\n",
       "      <td>12.782315</td>\n",
       "      <td>0.399241</td>\n",
       "      <td>67.104225</td>\n",
       "      <td>4.152548</td>\n",
       "      <td>97.826576</td>\n",
       "      <td>5.579180</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2767.126709</td>\n",
       "      <td>Limestone</td>\n",
       "      <td>-3.515625</td>\n",
       "      <td>8.734375</td>\n",
       "      <td>12.250001</td>\n",
       "      <td>-0.843267</td>\n",
       "      <td>2.066535</td>\n",
       "      <td>0.275164</td>\n",
       "      <td>2.180636</td>\n",
       "      <td>56.002811</td>\n",
       "      <td>15.656550</td>\n",
       "      <td>0.611623</td>\n",
       "      <td>68.795570</td>\n",
       "      <td>4.265510</td>\n",
       "      <td>98.699097</td>\n",
       "      <td>6.155671</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2767.279053</td>\n",
       "      <td>Limestone</td>\n",
       "      <td>-3.515625</td>\n",
       "      <td>8.734375</td>\n",
       "      <td>12.250001</td>\n",
       "      <td>-0.885725</td>\n",
       "      <td>1.900795</td>\n",
       "      <td>0.289229</td>\n",
       "      <td>2.151956</td>\n",
       "      <td>71.490158</td>\n",
       "      <td>16.950230</td>\n",
       "      <td>0.642514</td>\n",
       "      <td>69.398666</td>\n",
       "      <td>4.433485</td>\n",
       "      <td>99.699348</td>\n",
       "      <td>5.309133</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2767.431397</td>\n",
       "      <td>Limestone</td>\n",
       "      <td>-3.515625</td>\n",
       "      <td>8.734375</td>\n",
       "      <td>12.250001</td>\n",
       "      <td>-0.920036</td>\n",
       "      <td>1.432484</td>\n",
       "      <td>0.289076</td>\n",
       "      <td>2.120508</td>\n",
       "      <td>45.694382</td>\n",
       "      <td>17.077688</td>\n",
       "      <td>0.455483</td>\n",
       "      <td>69.200691</td>\n",
       "      <td>4.671810</td>\n",
       "      <td>100.324799</td>\n",
       "      <td>4.386965</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Measured Depth  LITHOLOGY  Differential Caliper   Caliper  Borehole Size  \\\n",
       "0     2766.821777  Limestone             -3.515625  8.734375      12.250001   \n",
       "1     2766.974365  Limestone             -3.515625  8.734375      12.250001   \n",
       "2     2767.126709  Limestone             -3.515625  8.734375      12.250001   \n",
       "3     2767.279053  Limestone             -3.515625  8.734375      12.250001   \n",
       "4     2767.431397  Limestone             -3.515625  8.734375      12.250001   \n",
       "\n",
       "   Density Correction  Thorium Concentration  Neutron Porosity  Bulk Density  \\\n",
       "0           -0.865661               2.300788          0.263183      2.109411   \n",
       "1           -0.865816               2.035995          0.275393      2.123896   \n",
       "2           -0.843267               2.066535          0.275164      2.180636   \n",
       "3           -0.885725               1.900795          0.289229      2.151956   \n",
       "4           -0.920036               1.432484          0.289076      2.120508   \n",
       "\n",
       "   Photo Electric Factor  Gamma Ray  Uranium Concentration  \\\n",
       "0             115.513496  15.034204               0.407668   \n",
       "1              81.952339  12.782315               0.399241   \n",
       "2              56.002811  15.656550               0.611623   \n",
       "3              71.490158  16.950230               0.642514   \n",
       "4              45.694382  17.077688               0.455483   \n",
       "\n",
       "   Compressional waves sonic  Deep Resistivity  Self Potential  \\\n",
       "0                  67.806335          4.066531       97.949799   \n",
       "1                  67.104225          4.152548       97.826576   \n",
       "2                  68.795570          4.265510       98.699097   \n",
       "3                  69.398666          4.433485       99.699348   \n",
       "4                  69.200691          4.671810      100.324799   \n",
       "\n",
       "   Medium Deep Resistivity  \n",
       "0                 4.310449  \n",
       "1                 5.579180  \n",
       "2                 6.155671  \n",
       "3                 5.309133  \n",
       "4                 4.386965  "
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Axes: >"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 2500x1000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "msno.matrix(df, color=(0.2, 0.5, 0.2))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Measured Depth                 0\n",
       "LITHOLOGY                    122\n",
       "Differential Caliper           0\n",
       "Caliper                        0\n",
       "Borehole Size                  0\n",
       "Density Correction             0\n",
       "Thorium Concentration          0\n",
       "Neutron Porosity               0\n",
       "Bulk Density                   0\n",
       "Photo Electric Factor          0\n",
       "Gamma Ray                     80\n",
       "Uranium Concentration          0\n",
       "Compressional waves sonic     63\n",
       "Deep Resistivity               0\n",
       "Self Potential                 0\n",
       "Medium Deep Resistivity        0\n",
       "dtype: int64"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.isnull().sum()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.dropna(inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_49599/2889200819.py:1: FutureWarning: The default value of numeric_only in DataFrame.corr is deprecated. In a future version, it will default to False. Select only valid columns or specify the value of numeric_only to silence this warning.\n",
      "  corr = df.corr()\n"
     ]
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 2000x2000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "corr = df.corr()\n",
    "plt.figure(figsize=(20, 20))\n",
    "sns.heatmap(corr, annot=True, fmt=\".2f\", cmap=\"coolwarm\")\n",
    "plt.show()\n"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- If the log has both **Shear wave sonic** and **Compressional wave sonic**, they are highly correlated\n",
    "- If the log has **Uranium Concentration** or **Thorium Concentration**, they are highly correlated with **Gamma Rays** as all of them emit Gamma Rays\n",
    "- **Caliper** and **Borehole size** are highly correlated which is expected\n",
    "- **Neutron porosity** and **compressional wave sonic** (or **Shear wave sonic**) are highly correlated which gives an indication that we can give up on the 'Neutron porosity' sensor as it is highly expensive and dangerous (nuclear hazard)\n",
    "- **Gamma Rays** are not always highly correlated with **Neutron porosity** (and in turn with **compressional wave sonic** ..) but sometimes they are depending on the formation\n",
    "- **Deep Resistivity**, **Medium Deep Resistivity**, **Shallow Resistivity**, and **Micro Resistivity** are relatively highly correlated because generally they measure the same value "
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "base",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.9"
  },
  "orig_nbformat": 4
 },
 "nbformat": 4,
 "nbformat_minor": 2
}